patient_id
int64
0
7.3k
age_at_diagnosis
float64
21.9
96.3
type_of_breast_surgery
stringclasses
2 values
cancer_type
stringclasses
2 values
cancer_type_detailed
stringclasses
6 values
cellularity
stringclasses
3 values
chemotherapy
int64
0
1
pam50_+_claudin-low_subtype
stringclasses
7 values
cohort
float64
1
5
er_status_measured_by_ihc
stringclasses
2 values
er_status
stringclasses
2 values
neoplasm_histologic_grade
float64
1
3
her2_status_measured_by_snp6
stringclasses
4 values
her2_status
stringclasses
2 values
tumor_other_histologic_subtype
stringclasses
8 values
hormone_therapy
int64
0
1
inferred_menopausal_state
stringclasses
2 values
integrative_cluster
stringclasses
11 values
primary_tumor_laterality
stringclasses
2 values
lymph_nodes_examined_positive
float64
0
45
nottingham_prognostic_index
float64
1
6.36
oncotree_code
stringclasses
6 values
pr_status
stringclasses
2 values
radio_therapy
int64
0
1
3-gene_classifier_subtype
stringclasses
4 values
tumor_size
float64
1
182
tumor_stage
float64
0
4
death_from_cancer
stringclasses
3 values
brca1
float64
-2.44
4.55
brca2
float64
-2.78
3.74
palb2
float64
-4.38
4.62
pten
float64
-5.93
3.25
tp53
float64
-2.48
4.29
atm
float64
-3.17
3.82
cdh1
float64
-3.32
2.82
chek2
float64
-2.69
4.54
nbn
float64
-3.69
5.37
nf1
float64
-2.97
6.18
stk11
float64
-3.06
4.85
bard1
float64
-2.98
3.36
mlh1
float64
-6.44
3.29
msh2
float64
-2.07
9.59
msh6
float64
-4.06
5.4
pms2
float64
-3.03
6.22
epcam
float64
-2.17
6.95
rad51c
float64
-3.26
4.41
rad51d
float64
-2.96
9.52
rad50
float64
-3.39
5.17
rb1
float64
-2.73
3.41
rbl1
float64
-2.75
5.05
rbl2
float64
-4.66
5.47
ccna1
float64
-1.45
10.6
ccnb1
float64
-2.21
4.56
cdk1
float64
-2.4
4.61
ccne1
float64
-1.55
5.64
cdk2
float64
-4.22
5.59
cdc25a
float64
-1.95
4.5
ccnd1
float64
-4.08
2.36
cdk4
float64
-4.52
8.31
cdk6
float64
-2.28
7.38
ccnd2
float64
-3.48
5.83
cdkn2a
float64
-1.36
5.84
cdkn2b
float64
-3.05
4.61
myc
float64
-2.93
3.35
cdkn1a
float64
-3.1
7
cdkn1b
float64
-2.66
3.98
e2f1
float64
-3.06
4.28
e2f2
float64
-2.37
4.62
e2f3
float64
-2.89
4.48
e2f4
float64
-2.72
4.07
e2f5
float64
-2.85
5.19
e2f6
float64
-3.87
4.79
e2f7
float64
-1.94
6.14
e2f8
float64
-3.12
6.07
src
float64
-3.25
3.88
jak1
float64
-3.62
3.18
jak2
float64
-2.58
4.72
stat1
float64
-2.63
2.81
stat2
float64
-4.49
4.21
stat3
float64
-4.9
4.24
stat5a
float64
-3.24
4.75
stat5b
float64
-2.86
4.3
mdm2
float64
-2.07
8.9
tp53bp1
float64
-3.85
4.53
adam10
float64
-3.33
4.66
adam17
float64
-3.33
6.99
aph1a
float64
-2.27
5.24
aph1b
float64
-2.92
3.88
arrdc1
float64
-2.9
5.67
cir1
float64
-4.23
6.56
ctbp1
float64
-4.42
4.86
ctbp2
float64
-2.97
5.5
cul1
float64
-3.18
5.62
dll1
float64
-2.51
4.94
dll3
float64
-1.23
8.89
dll4
float64
-3.52
4.14
dtx1
float64
-2.19
9.84
dtx2
float64
-4.5
4.04
dtx3
float64
-3.12
10.5
dtx4
float64
-2.91
5.93
ep300
float64
-4.38
3.31
fbxw7
float64
-2.07
4.71
hdac1
float64
-5.98
4.2
hdac2
float64
-3.79
3.79
hes1
float64
-3.7
4.52
hes5
float64
-2.31
17.1
heyl
float64
-2.96
5.13
itch
float64
-3.29
6.78
jag1
float64
-3.01
7.05
jag2
float64
-3.65
3.77
kdm5a
float64
-4.38
5.71
lfng
float64
-2.97
3.11
maml1
float64
-3.81
4.41
maml2
float64
-2.41
7.69
maml3
float64
-2.44
7.26
ncor2
float64
-4.45
3.77
ncstn
float64
-4.92
3.41
notch1
float64
-3.32
5.03
notch2
float64
-3.78
7.25
notch3
float64
-3.97
5.21
nrarp
float64
-3.5
6.03
numb
float64
-5.12
4.32
numbl
float64
-2.72
5.57
psen1
float64
-2.25
3.62
psen2
float64
-3.43
3.78
psenen
float64
-3.12
5.03
rbpj
float64
-2.85
3.51
rbpjl
float64
-2.66
6.33
rfng
float64
-3.44
4.61
snw1
float64
-3.18
4.49
spen
float64
-5.95
3.22
hes2
float64
-1.73
5.25
hes4
float64
-4.32
3.25
hes7
float64
-2.73
4.06
hey1
float64
-2.6
7.18
hey2
float64
-1.78
5.4
acvr1
float64
-3.64
4.89
acvr1b
float64
-5.42
3.71
acvr1c
float64
-3.26
8.7
acvr2a
float64
-2.82
5.32
acvr2b
float64
-2.62
6.43
acvrl1
float64
-2.42
4.12
akt1
float64
-2.78
4.3
akt1s1
float64
-2.33
7.48
akt2
float64
-2.68
4.57
apaf1
float64
-5.11
4.08
arl11
float64
-3.13
7.32
atr
float64
-2.77
10.5
aurka
float64
-2.27
4.82
bad
float64
-2.88
5.38
bcl2
float64
-2.79
2.66
bcl2l1
float64
-4.08
3.73
bmp10
float64
-3.18
4.07
bmp15
float64
-3.44
6.31
bmp2
float64
-1.57
11.5
bmp3
float64
-2.7
13.6
bmp4
float64
-2.03
3.75
bmp5
float64
-1.63
11.1
bmp6
float64
-2.97
9.86
bmp7
float64
-1.36
8.5
bmpr1a
float64
-4.12
7.27
bmpr1b
float64
-1.17
2.66
bmpr2
float64
-4.83
3.05
braf
float64
-2.54
5.56
casp10
float64
-2.91
4.46
casp3
float64
-3.64
6.02
casp6
float64
-3.37
3.52
casp7
float64
-2.3
5.31
casp8
float64
-2.45
4.54
casp9
float64
-3.56
4.17
chek1
float64
-1.95
4.02
csf1
float64
-2.82
6.28
csf1r
float64
-3.54
3.69
cxcl8
float64
-1.52
5.16
cxcr1
float64
-3.18
6.5
cxcr2
float64
-4.44
12.1
dab2
float64
-3.22
2.87
diras3
float64
-1.4
10.3
dlec1
float64
-1.89
7.53
dph1
float64
-3.79
4.84
egfr
float64
-1.22
9.54
eif4e
float64
-2.48
4.6
eif4ebp1
float64
-1.81
7.4
eif5a2
float64
-2.35
5.5
erbb2
float64
-3.24
2.86
erbb3
float64
-5.28
2.28
erbb4
float64
-2.61
6.16
fas
float64
-2.08
7.94
fgf1
float64
-2.21
5.82
fgfr1
float64
-1.74
10.4
folr1
float64
-1.15
4.44
folr2
float64
-2.02
4.4
folr3
float64
-2.22
12.2
foxo1
float64
-2.92
4.6
foxo3
float64
-5.75
4.18
gdf11
float64
-2.85
5.46
gdf2
float64
-2.96
5.23
gsk3b
float64
-2.94
3.47
hif1a
float64
-2.27
3.67
hla-g
float64
-2.02
6.32
hras
float64
-2.86
5.04
igf1
float64
-1.6
7.47
igf1r
float64
-2.39
4.98
inha
float64
-2.05
14.4
inhba
float64
-4.26
4.15
inhbc
float64
-3.57
6.53
itgav
float64
-5.06
3.16
itgb3
float64
-3.96
15.3
izumo1r
float64
-3.08
4.25
kdr
float64
-2.92
5.41
kit
float64
-1.88
5.33
kras
float64
-3.14
11.2
map2k1
float64
-4.59
3.92
map2k2
float64
-3.33
3.49
map2k3
float64
-2.96
8.09
map2k4
float64
-3.1
4.8
map2k5
float64
-4.92
11
map3k1
float64
-2.78
3.42
map3k3
float64
-3.07
5.48
map3k4
float64
-3.87
3.48
map3k5
float64
-2.75
5.01
mapk1
float64
-3.07
4.29
mapk12
float64
-2.39
5.54
mapk14
float64
-2.94
3.99
mapk3
float64
-3.14
4.72
mapk4
float64
-1.52
8.7
mapk6
float64
-3.86
7.39
mapk7
float64
-2.92
6.63
mapk8
float64
-3.71
4.96
mapk9
float64
-4.83
4.23
mdc1
float64
-3.6
5.87
mlst8
float64
-2.9
3.97
mmp1
float64
-1.38
6.28
mmp10
float64
-1.18
7.86
mmp11
float64
-3.25
2
mmp12
float64
-1.1
5.98
mmp13
float64
-1.36
5.35
mmp14
float64
-2.62
6.2
mmp15
float64
-1.85
5.34
mmp16
float64
-3.06
5.24
mmp17
float64
-3.86
5.42
mmp19
float64
-2.23
10.3
mmp2
float64
-2.7
5.38
mmp21
float64
-3.67
3.79
mmp23b
float64
-4.34
4.66
mmp24
float64
-1.83
7.5
mmp25
float64
-1.49
5.71
mmp26
float64
-2.24
11.7
mmp27
float64
-2.93
11.1
mmp28
float64
-2.43
7.92
mmp3
float64
-1.93
4.3
mmp7
float64
-2.16
3.11
mmp9
float64
-2.54
3.63
mtor
float64
-3.76
5.29
nfkb1
float64
-4.56
3.82
nfkb2
float64
-2.49
5.89
opcml
float64
-2.79
5.65
pdgfa
float64
-2.76
5.87
pdgfb
float64
-2.64
4.41
pdgfra
float64
-2.69
4.12
pdgfrb
float64
-4.71
2.7
pdpk1
float64
-3.48
3.57
peg3
float64
-1.46
5
pik3ca
float64
-2.3
7.77
pik3r1
float64
-2.96
3.4
pik3r2
float64
-4.43
4.35
plagl1
float64
-2.04
8.07
ptk2
float64
-3.59
3.81
rab25
float64
-6.35
2.47
rad51
float64
-2.55
5.86
raf1
float64
-3.05
7.41
rassf1
float64
-2.76
4.52
rheb
float64
-5.16
3.35
rictor
float64
-3.91
4.38
rps6
float64
-3.73
3.06
rps6ka1
float64
-2.82
4.15
rps6ka2
float64
-3.15
3.64
rps6kb1
float64
-2.74
6.28
rps6kb2
float64
-2.79
4.62
rptor
float64
-2.56
6.17
slc19a1
float64
-2.68
5.36
smad1
float64
-2.74
4.29
smad2
float64
-3.54
5.3
smad3
float64
-3.03
5.82
smad4
float64
-4.83
3.41
smad5
float64
-1.85
10.4
smad6
float64
-3.33
5.3
smad7
float64
-4.05
4.55
smad9
float64
-2.66
5.41
sptbn1
float64
-3.15
5.08
terc
float64
-1.98
8.2
tert
float64
-3.24
7.29
tgfb1
float64
-3.81
4.61
tgfb2
float64
-1.85
5.3
tgfb3
float64
-3
2.41
tgfbr1
float64
-3.24
3.73
tgfbr2
float64
-4.26
2.56
tgfbr3
float64
-2.12
3.31
tsc1
float64
-3.25
3.59
tsc2
float64
-4.14
4
vegfa
float64
-1.93
5.13
vegfb
float64
-4.89
4.79
wfdc2
float64
-1.98
6.53
wwox
float64
-1.74
5.64
zfyve9
float64
-3.29
3.99
arid1a
float64
-5.04
2.55
arid1b
float64
-4.21
4.46
cbfb
float64
-4.98
3.25
gata3
float64
-2.81
2.2
kmt2c
float64
-2.05
4.68
kmt2d
float64
-4.01
4.64
myh9
float64
-4.14
4.21
ncor1
float64
-3.69
3.22
pde4dip
float64
-2.53
9.13
ptprd
float64
-1.82
6.31
ros1
float64
-3.39
11.3
runx1
float64
-4.98
3.73
tbx3
float64
-2.14
4.72
abcb1
float64
-1.95
5.12
abcb11
float64
-3.56
5.41
abcc1
float64
-2.4
5.35
abcc10
float64
-2.77
5.68
bbc3
float64
-3.36
3.76
bmf
float64
-2.88
5.62
cyp2c8
float64
-1.99
11.9
cyp3a4
float64
-3.11
4.37
fgf2
float64
-2.15
8.29
fn1
float64
-1.98
5.88
map2
float64
-1.8
6.9
map4
float64
-2.5
6.33
mapt
float64
-2.02
2.34
nr1i2
float64
-3.67
4.76
slco1b3
float64
-3.25
14.9
tubb1
float64
-2.74
8.47
tubb4a
float64
-1.55
18.6
tubb4b
float64
-3.67
5.27
twist1
float64
-2.14
7.94
adgra2
float64
-2.56
5.37
afdn
float64
-3.64
5.52
aff2
float64
-2.61
12.1
agmo
float64
-3.39
12.7
agtr2
float64
-3.25
4.77
ahnak
float64
-5.2
3.33
ahnak2
float64
-3.15
3.79
akap9
float64
-2.81
4.55
alk
float64
-2.52
8.48
apc
float64
-3.73
5.27
arid2
float64
-3.54
3.88
arid5b
float64
-4.56
2.77
asxl1
float64
-3.55
5.2
asxl2
float64
-5.26
3.35
bap1
float64
-5.58
3.87
bcas3
float64
-2.67
5.33
birc6
float64
-3.71
3.68
cacna2d3
float64
-1.84
6.55
ccnd3
float64
-3.4
4.78
chd1
float64
-2.92
4.51
clk3
float64
-3.06
5.53
clrn2
float64
-3.07
5.37
col12a1
float64
-2.84
2.61
col22a1
float64
-1.22
8.17
col6a3
float64
-5.15
2.29
ctcf
float64
-5.43
8.07
ctnna1
float64
-6.19
2.93
ctnna3
float64
-3.46
5.33
dnah11
float64
-2.31
15.1
dnah2
float64
-1.66
5.63
dnah5
float64
-3.25
6.54
dtwd2
float64
-2.64
6.38
fam20c
float64
-2.93
4.08
fanca
float64
-3.87
4.57
fancd2
float64
-2.94
4.62
flt3
float64
-1.78
6.64
foxp1
float64
-2.86
5.85
frmd3
float64
-1.51
5.63
gh1
float64
-3.48
14.9
gldc
float64
-0.97
6.35
gpr32
float64
-3.23
7.07
gps2
float64
-4.55
5.17
hdac9
float64
-2.92
5.45
herc2
float64
-3.17
4.57
hist1h2bc
float64
-1.49
5.63
kdm3a
float64
-3.13
5.38
kdm6a
float64
-4.81
4.47
klrg1
float64
-1.84
6.13
l1cam
float64
-2.12
7.12
lama2
float64
-2.24
3.69
lamb3
float64
-1.69
4.1
large1
float64
-3.64
4.26
ldlrap1
float64
-2.68
5.49
lifr
float64
-2.64
7.15
lipi
float64
-2.84
20.2
magea8
float64
-1.22
12.7
map3k10
float64
-3.64
3.91
map3k13
float64
-2.6
5.41
men1
float64
-4.5
6.51
mtap
float64
-3.46
4.98
muc16
float64
-1.11
5
myo1a
float64
-2.79
12.1
myo3a
float64
-3.15
12.1
ncoa3
float64
-2.84
4.55
nek1
float64
-3.61
3.81
nf2
float64
-3.98
4.45
npnt
float64
-2.12
4.02
nr2f1
float64
-1.98
5.14
nr3c1
float64
-2.52
6.12
nras
float64
-2.98
5.72
nrg3
float64
-2.28
16.4
nt5e
float64
-2.04
8.74
or6a2
float64
-3.58
4.67
palld
float64
-5.31
3.06
pbrm1
float64
-3.47
4.07
ppp2cb
float64
-1.88
6.06
ppp2r2a
float64
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586
77.99
MASTECTOMY
Breast Cancer
Breast Invasive Lobular Carcinoma
Low
0
LumA
1
Positve
Positive
2
NEUTRAL
Negative
Lobular
1
Post
6
Left
1
4.13
ILC
Negative
1
ER+/HER2- Low Prolif
65
3
Died of Other Causes
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77.233333
1
587
50.41
MASTECTOMY
Breast Cancer
Breast Mixed Ductal and Lobular Carcinoma
Low
1
LumA
1
Positve
Positive
2
GAIN
Negative
Mixed
1
Post
9
Left
1
4.048
MDLC
Positive
1
ER+/HER2- High Prolif
24
2
Living
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0.5404
0.3631
-1.2194
-0.3155
-1.8533
-0.7697
0.649
0.4883
-0.3676
-0.6166
0.2866
-0.3906
0.5496
0.2681
-1.3414
0.9694
-0.4391
-0.0169
-0.3638
0.4375
1.5444
1.7617
-0.3648
-1.0664
-1.0717
0.2534
1.3908
-0.68
0.7578
0.4366
0.3563
-0.5608
-0.8303
-0.992
1.9911
-0.5477
0.505
-1.7375
-0.3583
-0.9935
-0.8864
0.3767
-0.306
-0.448
-0.4716
-0.3811
1.6997
-0.154
-2.1024
2.4174
0.3379
-0.6921
0.4125
4.1015
1.7119
0.0084
-0.0969
-0.1568
-1.1027
0.4472
-0.2796
-0.67
0.3885
1.3982
-1.392
0.2376
-1.322
0.8099
-0.5238
0.6747
-0.0124
0.0398
1.9473
0.7334
-1.1721
0.3677
-0.0709
0.5108
1.064
-1.1262
0.2645
-0.1739
-0.3244
-0.0556
0.0602
91.266667
0
588
76.35
MASTECTOMY
Breast Cancer
Breast Invasive Ductal Carcinoma
High
0
Normal
1
Negative
Negative
2
NEUTRAL
Negative
Ductal/NST
0
Post
4ER-
Right
0
3.044
IDC
Negative
0
ER+/HER2- Low Prolif
22
2
Living
0.8624
2.2277
-0.7783
-1.1066
1.514
-0.6216
1.4467
0.0368
0.8407
-1.1215
-0.5044
-2.1117
1.2798
-1.2295
-0.8861
0.0852
0.559
-0.3417
-0.3701
0.5774
0.5391
0.0313
0.8413
-0.9039
-0.8915
-0.9501
-0.4523
-1.157
-0.6912
-1.2877
-0.5345
0.8508
-0.1026
-0.207
0.8698
-0.1188
1.5434
-0.8918
0.5648
-0.9315
0.0206
-0.007
-0.7496
0.7624
-0.9537
-1.337
0.1965
0.0845
-0.699
-0.7344
-0.9008
1.1753
-0.3228
-0.9696
-0.612
-1.0412
0.8791
0.5715
-1.4922
-0.9106
2.5099
-1.0576
-0.2354
-0.3952
-0.9679
1.1402
-0.1017
1.4574
-0.6129
1.2237
-1.9929
0.7637
0.1688
0.1872
0.2776
-1.1805
0.6065
0.5394
0.4749
-1.1703
0.1319
-0.7761
-0.1945
-1.3316
-0.4316
0.3476
-0.3096
-1.8223
0.4563
0.2567
1.4188
-0.488
-0.5823
0.4792
1.7295
3.3951
-2.3315
-0.7
0.748
0.578
-0.82
0.0363
0.2765
0.198
0.2567
-0.4274
-0.005
0.2487
1.9979
0.9604
0.5502
0.6825
-0.91
0.0365
-0.2328
-0.5187
-0.6568
0.3183
-0.0653
0.4952
-0.309
0.777
-1.4455
-0.0639
0.2539
1.4192
-0.2109
-1.2673
-0.7397
-0.2329
0.0675
-0.0898
0.1075
-0.8851
-0.6333
-0.8841
1.1154
1.7682
0.709
0.3934
2.0062
0.7936
-0.9226
0.5451
0.2104
0.6544
0.2329
1.4822
-0.6524
-0.8044
-1.2608
-0.5311
1.7259
-0.142
-0.2091
-1.5047
0.3536
0.3631
-1.337
-0.7759
1.4837
0.3753
-0.2568
0.0463
-0.2426
0.5318
-0.5473
-0.3769
0.4718
0.7593
2.1059
-0.3983
0.1762
-0.6645
-1.0622
-0.1278
-1.2598
-1.1251
0.774
-1.6907
-1.083
-1.3391
-0.2271
-1.0106
0.504
-0.4455
0.1639
-0.3789
-0.1356
-1.0806
-0.4801
-0.9131
-0.0527
1.3316
-0.5516
1.3632
-1.577
0.2067
1.3368
0.0552
-0.6152
1.2947
-1.1641
-0.5539
-0.8195
-0.0458
-0.0763
-0.1322
-0.8114
0.3007
1.8025
-0.0263
-0.6309
0.4593
-0.557
-0.6654
-0.2329
0.9988
-0.7486
1.4553
-0.9115
0.9332
0.9945
1.7608
-1.0383
0.9311
0.9148
-1.0319
1.3637
0.6738
-1.3432
-0.0248
-0.4525
0.6706
-0.5331
-0.5959
1.7297
0.0597
-0.9062
-0.6119
-0.2422
-0.5504
-1.1827
-0.8255
-0.3772
-0.9477
-1.2799
0.9685
-0.515
-1.2189
0.172
0.0037
-0.8616
0.4704
1.1024
-0.7902
-0.1545
-0.8581
1.7173
-1.0697
-1.3528
-0.127
0.2764
-1.3304
0.751
0.3057
-0.2618
1.3445
0.6852
-0.5205
-0.798
-0.0589
0.4627
0.9851
-1.2166
-0.2367
1.4232
0.7716
0.837
0.1492
-1.2086
-0.4019
-0.3005
-0.5266
0.8331
-1.3421
-1.2809
1.0335
-0.0935
-1.2735
0.5053
-0.6016
4.9373
-0.8915
0.3463
0.0567
-0.8459
-1.9833
-0.7665
0.4303
-0.4355
-0.5423
-1.2344
-1.0217
0.338
1.5943
-0.7255
-0.8365
-0.4419
0.3531
-1.0349
-0.063
0.1747
1.3575
-0.5896
-0.7606
-0.0163
-0.3194
-0.7382
-0.5103
0.4934
-2.0189
-0.7098
0.0567
0.1922
0.5766
1.7423
-0.1004
-1.4257
0.7365
-0.3782
-0.7971
-0.3461
-0.2857
0.8377
1.0401
0.3051
0.0824
-0.9274
-0.2205
1.334
0.139
1.3509
-0.1374
0.9641
-0.5665
-0.8504
0.1635
-0.8017
-0.0706
0.3654
-1.4923
1.2219
1.7121
-0.5203
1.0557
-0.0807
-0.485
0.7594
0.502
0.38
-0.2213
-0.9059
0.2648
0.3568
0.5769
-0.5854
0.0945
-0.8037
-0.7328
-0.7555
0.6426
-0.0283
-0.5195
1.173
1.2259
1.0418
0.7358
-0.3251
-0.1795
-0.3951
1.4419
0.2173
-1.4048
-0.5824
-0.5556
1.7032
-1.0133
-1.2884
0.6966
-0.6725
-0.0083
-0.3473
-0.4886
1.1252
0.5803
-1.0818
0.8334
0.2978
-1.9082
-0.1101
-1.1894
1.7588
-0.3433
-0.3226
-0.0387
-0.736
-1.4277
-0.8015
-0.6185
-0.5394
-0.2554
-0.5888
0.5897
1.0779
0.6267
-0.342
-0.928
-0.8318
0.2724
-0.7494
1.2465
0.9378
-1.9008
0.5667
1.0315
0.8027
-0.5479
-0.6845
-0.0469
3.1738
2.9261
3.0137
0.4796
0.501
-0.3
0.8219
-0.1685
1.5823
0.7459
1.2016
0.7782
-1.3883
-0.5628
0.0995
0.0276
-0.1441
4.8868
-1.2096
-0.1629
0.2954
3.209
-0.1476
0.1916
1.3214
3.5971
-0.8993
-0.5839
-0.0138
0.5423
0.0349
1.6069
2.0511
-1.0482
2.4588
-0.2053
0.3787
-0.7802
-0.547
-1.0634
0.2418
0.6117
-0.0862
0.0045
-0.1101
-0.019
-0.3134
0.1551
1.5274
5.346
0.3182
0.4275
0.2467
-0.9087
-1.5761
-1.473
-0.7924
-0.5126
3.0397
119.733333
0
589
59.96
MASTECTOMY
Breast Cancer
Breast Mixed Ductal and Lobular Carcinoma
Moderate
0
LumB
1
Positve
Positive
2
GAIN
Positive
Mixed
1
Post
5
Right
25
5.07
MDLC
Negative
1
ER+/HER2- High Prolif
35
4
Living
-0.7333
-0.1975
-1.4773
-1.3024
0.7725
-1.5583
0.8772
0.2042
0.4112
-0.4802
0.2883
0.2385
0.4817
-1.1422
-0.3197
-0.3635
0.9453
2.2667
1.2717
0.7267
0.1581
0.4698
0.3293
-0.3105
0.5007
0.568
0.0113
0.2052
-0.8853
0.2906
0.1859
-0.3664
-0.4924
0.917
0.8307
0.2093
1.1139
0.7406
-1.6676
-0.6954
-0.7496
1.0703
0.0661
-0.5657
-0.1781
2.1475
-0.9327
0.2231
-1.5367
0.09
-1.7421
-0.7191
-0.9177
-1.6817
-0.3315
0.9468
1.0082
2.491
0.2638
0.2454
0.6729
0.5321
0.7452
0.7719
0.0029
-0.7342
-0.8076
-1.3945
-0.2379
0.3064
-0.0126
0.223
-0.7075
-0.0827
-1.1992
-0.1447
1.3443
-0.1698
0.1453
-2.0553
1.0387
0.3299
-0.0579
0.6533
0.1
-0.1075
-0.2441
-0.6109
1.357
-0.4208
0.3394
0.3243
2.1066
-1.103
0.4035
1.082
0.9348
0.7397
0.355
0.2197
0.5485
0.2103
-1.6353
-0.438
0.9948
-0.0032
-0.6466
-0.1907
0.8579
-1.1335
0.0073
-0.8289
-0.5441
-0.9755
0.4445
0.5596
0.799
-1.1408
-2.1662
-0.008
-0.2177
0.1292
-1.0342
-0.4569
0.1886
-0.1928
-0.2647
0.3419
-1.3267
-0.2342
-0.6529
-0.3022
0.2846
0.9932
-1.1514
-0.0015
-0.4397
0.3163
1.0736
2.0062
1.0897
1.391
0.1988
-0.3208
-0.0099
-0.5246
0.0102
1.0172
-0.7729
-0.7144
0.9982
2.2964
-0.7253
0.0686
0.2794
-2.2901
1.1622
0.6447
0.7203
-0.5538
0.6388
-0.1258
-0.4865
1.2094
0.7625
-0.0842
0.2249
-0.0225
1.6359
0.2588
-1.3179
-0.184
-0.0506
-0.5815
0.3347
0.8057
-0.9796
-1.0503
-0.3145
0.7972
-0.6828
-1.6712
-0.6371
0.0586
-0.1673
-0.3316
-0.9026
-0.247
1.1723
-1.1441
-0.6154
-0.8188
-0.7115
0.5726
-0.7384
0.2261
-0.3353
-0.8799
0.5186
-0.6224
-0.7953
0.2784
-0.5459
-0.0517
-0.2802
1.7053
-0.1336
-0.6105
-0.5725
-0.8116
0.0228
0.4428
-0.2621
-0.1683
-0.065
0.7503
-0.7207
-0.0338
-1.1451
0.5569
0.5837
1.4658
-0.6979
0.7737
-0.6598
-3.2438
-0.4032
-0.3934
2.1515
0.2812
-0.0721
-0.1125
-0.3423
0.3182
-0.9795
-0.4598
-0.7168
-0.0226
-0.7995
-1.1155
0.9999
0.4994
-0.0384
-1.2012
0.2236
1.1885
0.0318
-0.8733
-0.682
1.2089
2.0996
-0.5654
0.4243
0.8239
3.5211
-0.4202
1.034
0.2119
0.9051
0.1893
-0.7762
-0.2113
-0.5606
-0.1853
0.0716
-0.9408
-0.0061
-1.1572
-0.5478
-1.2147
-0.5624
-0.2366
-0.1499
-0.0221
-0.1772
0.0111
1.3067
-0.0696
-0.066
-0.1747
1.1487
-1.03
-0.5468
-0.8534
-0.1781
0.0123
-0.325
-0.9285
-0.6622
0.5755
-0.2963
2.4675
-1.0244
-0.871
0.044
0.0015
-0.154
-0.9275
-0.5171
1.247
-0.084
-0.2348
-1.6499
-1.4742
0.8225
-0.4269
-0.4781
1.4808
-0.2513
-1.298
0.1607
1.2795
-0.7595
-1.3511
-1.6927
-0.7387
-2.7097
0.7043
0.7412
0.9007
-1.2812
-1.3834
-0.4783
-0.1838
1.8048
-1.6154
-0.587
-0.4985
0.297
-0.6008
0.7462
-0.0183
0.0628
-0.7425
-0.3132
0.3527
-0.6537
-0.3089
-0.1913
-0.9516
-0.3965
-1.1083
0.0026
-0.3241
-0.8494
-0.0959
-0.9232
0.0355
-0.7232
0.4003
0.2661
0.9121
-0.345
2.8677
0.0751
-0.3386
-0.9125
0.1589
-0.706
0.2743
-1.5961
-1.3572
-0.5067
0.9785
-0.0899
0.4086
0.7136
-1.5331
-0.1316
-0.3887
0.6386
0.7918
-1.0849
-0.5847
0.2305
0.9778
-0.1828
0.0544
0.3789
0.4071
-0.2751
1.3573
0.1298
-0.345
0.8873
-0.2392
0.5999
0.0031
-0.5488
-1.3597
-1.3678
-0.3401
-0.194
-0.1168
-1.4013
0.1943
-0.4426
0.5389
0.2401
-0.9468
0.1378
-0.3514
1.5005
0.2973
0.1237
-0.3832
0.1452
-0.0222
0.8286
-1.4478
-0.4709
-0.2347
0.6596
-0.4268
0.2666
0.3615
-0.3257
0.0913
-1.1485
-1.1766
0.2937
0.0842
-0.0879
-0.6862
0.1212
-0.4324
0.3086
0.7672
-0.2554
-0.0296
0.7463
1.5534
1.2923
0.2711
0.0206
-0.3117
1.1191
0.1317
0.7675
0.4171
-0.6008
-0.0532
-0.5065
0.3394
-0.074
1.5124
-0.7549
-0.142
0.3606
-1.0536
0.4422
-0.3683
-0.5236
0.2547
1.2688
-0.6748
-1.1178
-0.6421
0.7064
-1.2397
0.4054
-1.36
-0.5435
-0.1816
-1.1458
0.015
1.1315
-0.9246
-1.4391
-0.3905
-0.3273
0.7103
0.3558
0.633
1.7201
-1.6816
0.7329
0.1542
-0.7341
-0.6835
0.6617
0.639
1.9412
-0.925
-1.5036
-1.1376
2.6742
0.2691
0.113
125.8
0
590
60.27
MASTECTOMY
Breast Cancer
Breast Invasive Ductal Carcinoma
High
1
LumB
1
Positve
Positive
3
GAIN
Negative
Ductal/NST
1
Post
9
Right
15
6.06
IDC
Positive
1
ER+/HER2- High Prolif
30
2
Died of Other Causes
0.0183
-0.9993
-1.3259
-1.2575
0.7286
0.0806
0.6599
0.437
0.3874
-1.3483
-1.942
-0.5145
1.6418
-0.2891
0.1248
0.6874
-0.228
1.7162
0.5913
-2.4315
-0.7158
0.426
1.4823
-0.1866
0.4684
1.7919
-0.348
1.5309
1.8214
-0.379
2.2634
-1.1463
-2.193
0.0445
-1.7761
0.9972
-0.5524
-0.5042
-0.7671
2.1131
0.2467
-1.0753
2.8908
0.2362
-0.2105
0.6539
-0.6426
-0.6358
-0.3177
1.5152
0.2326
-0.0301
-1.2768
-0.8376
2.2441
-0.4947
0.1743
-0.3007
-0.2196
-1.5227
4.4331
-0.9437
-0.4168
0.6423
1.8924
-1.5057
-0.0505
-1.2856
-0.9807
-0.0328
0.782
0.7269
-0.1894
1.4669
-0.8776
-1.1414
-0.8595
-0.4624
-1.9444
-1.1272
-2.1115
-0.6617
-0.3585
-1.8459
0.5444
-0.7405
-0.7453
-2.2431
-1.4336
-0.3029
0.3177
-1.5419
-0.4846
-1.807
-0.6777
0.4311
-1.0222
3.0287
0.3146
1.5382
1.8905
-0.5885
-0.745
-0.6413
0.894
-0.7962
-1.5137
2.0364
-1.2141
0.4295
-0.6782
-1.4099
0.354
-1.1464
-1.779
0.3527
0.5552
-0.601
-0.5505
0.4089
1.488
1.6706
-2.2604
1.5378
2.9738
0.6499
-0.8675
-0.5305
1.6426
-1.1565
-0.3144
-0.1847
0.4561
-0.4977
-2.7157
-0.0829
-1.5431
-1.0067
0.0558
-1.4187
-0.6323
0.3592
2.224
-0.0561
-1.0957
-0.7715
1.1716
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2.2803
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0.1995
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0.2091
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0.9812
-0.1382
1.57
0.9789
-0.8874
0.0544
1.1568
-0.1535
0.8428
-2.3733
0.515
-0.2894
-1.1281
-1.2808
-0.255
-0.0773
-0.87
-1.0536
-1.8135
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0.414
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-1.5693
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0.9224
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-0.2585
-0.6156
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1.2517
1.1336
0.775
0.7176
-0.2691
-0.7499
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-0.1151
-0.7031
3.2069
0.3817
-0.844
0.4168
0.2615
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2.174
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0.4656
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2.4748
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-2.7474
0.0996
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1.8457
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0.8578
1.2746
-0.5477
-1.2354
0.5374
-1.546
1.4832
0.381
2.3642
1.4241
0.5732
0.999
-0.7197
-0.5678
-0.7463
-2.594
0.9627
2.0384
0.1106
0.2064
1.6115
0.126
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1.6035
-1.4533
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0.504
0.1039
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0.4252
3.1567
0.6094
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-0.5465
0.9756
0.9178
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-1.7002
0.3902
-0.2677
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-2.4541
-0.5768
-0.0249
-1.1741
-0.9033
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-0.6409
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1.1222
0.1533
-0.5085
0.1056
-1.6361
-0.7346
0.8983
-0.2225
-0.8276
-0.2014
0.1328
0.5151
-0.3068
0.544
0.0718
0.173
2.1769
-0.4971
-2.0778
0.0697
-0.2957
-0.8932
0.4704
-0.7915
1.1944
-0.6582
-0.805
-0.8848
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-0.2075
0.4168
1.5685
0.5436
-0.7791
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-0.7002
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-0.5326
-1.1192
-0.6167
-1.6443
2.216
-0.4431
0.5114
-0.7126
-0.7954
0.0702
0.3253
-2.2019
-0.0862
1.0298
0.9079
-0.3838
0.148
1.8283
-0.1913
0.456
-0.0101
-1.0336
-0.6515
1.2728
1.0151
-0.1425
-1.1213
-1.2388
-1.2008
-1.1933
3.09
-0.9944
-1.5562
0.3955
-0.3129
-1.2888
1.9473
-0.735
0.0493
-0.0202
0.4305
-1.9151
0.1539
-1.1329
1.9241
0.2009
-0.9889
0.3113
1.6088
0.0536
-0.0357
0.0757
-0.3917
-0.2364
-1.2242
-1.1212
1.0993
-1.1258
1.0054
0.8561
-0.3077
0.4792
-0.3255
-0.7495
-0.7648
0.4766
0.1375
-0.4041
0.5771
-2.1062
0.0822
-1.0247
1.3835
-1.6823
-0.025
-1.6032
-0.4021
-1.5367
0.8286
-0.7439
0.6129
-0.4228
1.675
-0.6395
-1.2012
0.3878
1.0049
-0.7718
-0.3042
0.521
-1.3844
-0.3922
0.161
1.8942
0.0482
0.4122
-1.2642
-0.7338
-0.8008
0.0941
0.1121
-1.2452
-0.182
0.935
-0.6613
-0.6134
1.7977
-0.0732
-0.8223
-0.9993
0.3363
-0.7066
0.2871
-0.195
0.4665
-0.1583
0.1757
0.1576
0.8887
2.2667
4.3145
-1.7156
-0.1895
-0.6661
-1.6564
-0.5183
0.5928
-0.5708
-0.4623
0.1374
1.6264
0.4092
0.4482
-1.7062
-0.8872
0.1948
2.5993
-0.7829
-0.0084
0.4818
-1.4432
0.6149
-1.2455
-0.3421
1.7247
-0.0943
0.2707
-1.7976
-1.7343
0.3588
-0.0582
0.7887
1.5819
-1.35
0.1686
-0.9242
-0.8767
0.3786
-0.7794
72.466667
1
591
84
MASTECTOMY
Breast Cancer
Breast Invasive Ductal Carcinoma
High
0
LumB
1
Positve
Positive
3
NEUTRAL
Negative
Ductal/NST
1
Post
8
Left
0
4.034
IDC
Negative
0
ER+/HER2- High Prolif
17
1
Died of Disease
0.8016
0.4785
-0.5838
-1.2347
0.6629
-0.4669
1.0858
0.3287
0.635
-0.2576
0.6481
-1.1042
1.9372
0.1548
-0.4906
1.5883
-0.0589
-0.0144
0.8472
0.331
-0.2532
-0.155
0.839
-0.5201
0.4558
0.8074
-0.0557
-0.6305
-0.4446
0.3451
-0.834
-0.0455
-0.8986
0.2139
0.1678
0.5868
0.7404
0.7031
-0.688
-0.5631
-1.1815
0.3072
-0.1959
-0.3305
-0.5611
-0.0304
-0.651
-0.3644
-1.4453
-1.2246
-1.5007
1.245
0.214
-0.2183
-0.2272
0.9734
0.9397
-0.7644
0.9235
1.1375
-0.1638
-0.5118
-0.5244
0.8789
-0.2338
-1.0747
-0.4936
-0.9778
-1.6272
-0.4411
-0.4222
0.185
-0.2529
-0.2239
-1.6187
-1.0858
1.4927
-0.1562
-0.4532
-1.9657
0.2876
-0.1075
-0.6904
-0.6533
-1.5532
0.2454
-0.7005
-1.5305
1.1035
0.8879
-1.349
-0.0325
0.0091
-1.1796
0.2887
1.1872
0.7806
1.7914
0.5459
0.0732
-0.8195
-0.9442
-0.6222
-0.2413
-0.0697
-0.7962
-0.9114
-0.3543
-0.3802
-0.5413
-0.7373
-0.8259
0.6442
0.0434
-1.6527
-0.5058
0.3885
-1.1169
0.0266
-0.0593
-0.4219
0.9857
0.0426
-0.908
-0.2966
-0.5627
0.1102
-0.7728
1.2205
-0.4849
-0.3134
-0.324
0.4263
1.0382
-1.2883
-0.2036
0.3947
-0.2191
2.2492
0.7733
1.6095
1.4183
0.8612
0.7844
1.1803
-0.6601
0.2487
-0.1966
-0.2473
-0.2732
2.6038
-0.1362
-0.5755
0.711
0.3519
-0.7017
-0.4392
-0.6261
0.1517
0.1511
0.4114
0.4874
-0.8333
1.2001
0.6308
-1.1595
-1.1152
-1.091
-0.8676
0.237
0.1371
0.7038
-0.3542
0.4657
0.0617
-0.3941
-1.3679
-1.0113
-0.5803
3.2333
-0.8309
-1.2377
-1.1013
-0.9224
1.2189
-0.7061
0.2718
0.0519
0.2912
-0.3425
-1.0425
-0.9443
0.0464
1.2193
-0.62
0.7263
-1.1248
-0.3938
0.0126
-0.3802
-0.245
1.8529
-0.2151
-0.541
-0.5758
-0.4446
0.4514
-0.2738
-0.0573
0.5242
-0.6947
-0.1412
-0.3192
0.198
-0.4349
1.0313
1.1554
0.2065
-1.0227
0.4551
-0.0736
0.1275
-0.7705
-0.9472
2.4459
-1.483
0.3835
-0.6487
0.1305
-0.0771
-1.4454
0.3489
-0.2556
1.3724
-0.891
-0.1324
-0.8616
-0.122
-0.0633
0.1863
1.267
0.7036
-0.7944
0.8776
0.7806
-0.5059
-0.2168
-1.2591
-1.04
-0.927
-0.9809
-0.8912
-0.5602
2.217
0.6398
-1.0312
0.952
0.0079
-0.4238
-0.1693
-1.2095
-0.1714
-0.7454
-0.8663
0.1898
-0.4742
0.0494
-0.3979
-0.1551
-1.0587
0.973
-1.1737
-0.3283
-0.392
-0.0525
0.0147
0.1186
0.1539
-1.0941
0.0618
1.1201
-0.6069
-0.2409
-0.448
0.6734
-0.6901
0.2277
0.4473
-0.7193
0.8283
-0.5837
0.0182
-1.3493
-1.6771
0.4815
-0.9866
-0.2027
0.7631
5.9926
0.8131
-0.0235
0.5005
0.1545
-1.2832
0.8352
0.1153
-0.3952
0.6828
0.0483
-0.232
0.1547
-0.4688
-0.2322
-0.4196
-0.3332
-0.102
0.2142
-0.29
0.704
-0.5659
-0.2742
-1.437
-1.3087
0.7976
0.0629
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-0.2166
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0.3058
0.3261
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0.6301
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0.3851
0.6918
0.9374
0.4577
-0.3965
-0.7633
1.268
1.6213
0.116
0.8672
0.7469
0.3193
-0.1729
-0.7251
0.1423
-0.5603
0.4837
0.4266
0.1326
-0.9535
1.4213
-0.6116
-0.3236
-1.1155
-0.354
-0.3018
0.7211
-0.1852
-1.4164
0.3732
-0.6126
-0.4612
0.6231
0.1812
-0.4706
-0.2188
0.926
1.0668
0.6634
-1.4222
-0.1228
0.6866
1.4879
-0.4674
0.1537
-0.5192
0.3657
0.0219
-0.4728
0.8981
-0.6923
1.5105
0.446
0.0112
0.9393
-0.0531
-1.3297
-0.0039
1.437
-0.7965
1.1778
-0.0186
1.0636
-0.0379
-0.0296
0.4869
-1.3167
0.2619
-0.3504
1.354
-0.0502
1.1967
-0.274
0.2107
-0.2785
-0.7744
-0.8796
-1.0474
-1.6906
-0.021
-0.7029
-0.5972
0.85
1.2621
0.0168
-1.1718
1.6491
0.6847
0.7804
-0.3665
-0.8007
-0.5791
0.7253
-0.2057
1.128
0.2436
0.9938
-0.8248
-0.4868
-0.4252
-0.5076
-0.1663
-0.0357
-0.0046
-0.2729
1.0023
0.0309
1.3639
-0.6543
1.5337
-0.4389
0.3405
0.0682
0.1049
-0.1266
-0.9499
0.9036
1.611
-0.1735
-0.5052
-1.2048
-0.0724
-0.6199
0.9965
-0.4278
0.3924
1.6383
-0.0172
1.0661
1.122
0.2621
-1.1011
-0.8116
2.3359
-1.466
-1.6229
0.2857
0.2991
-0.1224
-1.0404
-0.3532
-0.5111
-0.4109
-0.6695
0.9597
-0.4909
-0.6256
-0.8834
-0.3547
1.3111
0.0265
0.1594
-0.3191
-0.564
-0.7317
-0.8324
119.466667
1
593
62.34
MASTECTOMY
Breast Cancer
Breast Invasive Lobular Carcinoma
High
1
Her2
1
Negative
Negative
2
GAIN
Positive
Lobular
0
Post
5
Left
13
5.18
ILC
Negative
1
HER2+
90
3
Died of Disease
0.1257
0.044
-0.1749
-1.948
1.2447
-1.3817
-2.2244
0.0608
0.8939
-0.6656
0.2505
-0.9801
0.6094
0.5149
-0.3371
0.9733
1.7428
-1.2764
-1.3842
1.8104
2.1674
-0.0571
-1.092
-0.3426
0.8615
0.5329
0.2327
-0.7815
-0.1378
-0.3502
0.1365
2.045
0.1733
0.1565
0.6217
0.8388
0.2976
0.6306
-0.3346
-0.4322
0.8956
-0.0283
0.6898
1.1068
-0.3133
0.1581
0.1753
0.0289
-0.2072
-0.0148
-1.0395
-0.5234
-0.8728
-0.8717
-0.3535
-2.0405
1.9616
-0.1387
0.5081
0.7995
0.5951
0.2164
0.2329
0.6246
1.2492
-0.7637
-0.0116
0.1921
0.4674
1.93
-1.1292
3.0125
-0.0037
-1.1314
-1.9594
1.4875
1.7263
0.5162
-1.1128
0.0444
-0.7172
-1.8439
-0.746
1.0285
-0.3647
0.4738
-0.0634
-1.2541
-0.7324
0.09
-1.2121
1.2653
-1.1824
-0.6267
-0.6972
-0.006
-0.2181
-0.5028
-0.5675
-0.3798
-0.1469
-0.2309
-1.4154
2.0188
0.7936
0.713
-0.8574
-1.2497
1.3908
0.6032
-0.0754
1.398
0.6466
0.3378
-0.4469
-0.8583
-0.5388
1.7707
0.9906
-0.3674
-0.7219
0.0354
-1.8525
1.3233
-0.0995
-1.0224
0.294
2.3073
0.4472
0.1249
0.6792
-0.328
1.8654
-0.7847
1.5897
0.0645
0.7725
0.041
-1.4849
1.6171
0.2834
-0.1806
0.6134
-0.5814
0.8402
1.903
0.6613
0.7643
0.5528
0.3691
0.1732
0.8607
0.2529
0.5014
0.0713
-0.8622
2.5873
-0.8976
-0.4502
1.9805
-0.3922
0.4577
2.3763
0.7537
-0.0339
-0.3733
-0.2839
-0.4082
-1.8945
-0.4221
1.9442
0.0573
0.5484
2.3045
-0.8324
0.5579
0.1342
0.356
0.1969
0.8656
0.4062
-0.6674
1.8874
0.4197
1.4923
-0.2051
-0.2549
-0.8032
1.3558
0.8199
-1.8601
-0.1902
-0.5771
-0.643
0.1575
1.366
-0.8718
-0.7296
1.2952
1.1061
0.5701
0.157
0.6713
0.5459
-0.5536
-0.6591
-1.2136
-0.7246
-1.2629
0.1418
-0.1375
1.4094
-0.7014
-0.4761
1.1987
0.0997
1.2503
0.5679
0.0398
-0.764
-0.6008
-0.2393
0.6842
-0.7903
-1.4459
-1.7605
-1.18
-0.1562
0.1993
-0.8155
-1.1807
1.5143
0.0457
0.7865
2.1928
0.6134
1.6617
-0.4121
-0.195
0.6525
1.016
-0.2534
0.9484
-0.1008
1.4016
0.5747
1.1837
-1.6777
0.4274
0.0455
0.5648
-0.2253
-0.374
0.1053
-0.0583
-0.9431
0.148
0.022
1.9729
0.0017
0.5057
0.683
-0.5463
-1.4981
-1.6337
0.8995
1.5705
0.0781
1.1428
-0.5276
1.3928
0.3118
-0.854
1.0493
-1.2243
-0.4655
0.472
-0.6925
-1.5219
0.8197
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-0.5166
0.7737
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-0.4577
-1.0546
0.0179
-0.4931
-1.5436
-0.1474
0.5572
-0.6219
-0.1201
1.11
1.4153
0.0626
-0.6601
-0.1343
1.6131
-0.3704
0.3503
-0.7386
0.6004
1.1651
-1.2918
0.6184
-0.3842
-0.1173
2.7429
-0.2453
0.4748
0.5306
0.8753
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0.2757
0.2712
-0.4888
0.849
1.2589
0.2174
-0.8026
0.5865
-0.3532
-0.0134
0.1059
-0.3364
0.4941
0.6197
1.0017
0.2657
0.4961
1.161
-0.8028
1.3312
0.2691
2.0854
-0.7064
1.5706
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0.1299
0.7255
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0.4796
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0.9366
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0.2122
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1.026
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0.7018
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0.2996
1.0021
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5.5494
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0.0373
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-1.8648
0.0974
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1.8054
0.5144
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0.8829
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1.3196
0.0708
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-0.7951
1.8543
0.9405
0.0671
2.6473
2.1366
0.4785
-0.2915
-0.7643
0.8072
-1.3735
1.0975
0.1982
-0.2644
0.6933
-0.7846
-0.2922
-0.4441
0.2143
-0.3545
0.898
0.7602
0.0281
0.0725
0.1419
3.5113
-0.7811
-0.0655
-1.0839
0.4112
1.5843
-0.5384
-0.3354
-1.2035
1.5475
2.9505
0.466
0.7647
0.2309
0.0755
-0.9986
-0.061
-0.3697
1.3723
0.0465
-0.4722
0.2298
-0.0715
1.9561
-0.1017
-0.3373
0.4919
-0.036
0.3528
1.0774
-0.9221
0.6072
2.0232
0.1564
1.104
-1.243
0.4992
0.5217
1.2845
-1.0662
-0.2736
0.9936
1.0488
-0.3336
-0.1615
-1.1634
-0.6142
0.3841
0.1285
-0.351
0.1811
2.9373
0.5008
-1.573
-1.2906
-1.3004
-0.7555
-0.971
0.1371
-1.6536
-0.8986
0.2217
0.6135
0.735
-0.939
3.831
0.5933
0.561
-0.8652
-1.402
-0.8427
-0.1854
-0.7099
2.0085
1.9888
0.2441
-0.1711
0.2003
0.8434
-0.8803
-0.6099
-0.5265
-0.5878
0.566
-0.7164
34.666667
1
594
77.96
MASTECTOMY
Breast Cancer
Breast Invasive Ductal Carcinoma
High
0
LumB
1
Positve
Positive
3
LOSS
Negative
Ductal/NST
1
Post
4ER+
Right
1
5.09
IDC
Negative
1
ER+/HER2- High Prolif
45
3
Living
0.2615
-0.3412
-1.5246
1.0601
-0.5966
1.2733
0.3688
0.1169
-1.1395
-0.4153
1.4099
-1.2745
1.4566
0.2469
0.3899
1.4535
1.1835
2.0796
-0.561
0.3454
0.2436
0.0172
0.9346
-0.3207
-0.6362
0.1334
-0.2628
-0.0711
0.2845
-0.8528
0.4393
-0.6431
0.34
0.1817
0.88
1.2691
3.0605
-0.3118
-0.2674
-0.313
-1.5878
0.2992
0.9261
-0.5237
0.0975
-0.52
-0.7669
0.4023
0.8633
0.8927
-0.5316
-0.9995
-0.2904
-1.6357
1.649
-0.0165
0.6659
-0.1032
-0.6249
-0.6043
-0.0909
0.1758
0.059
-1.0366
0.5425
-1.3309
-0.1859
0.1139
-0.7627
-0.9044
-0.9581
-0.5397
0.726
0.4652
-0.9776
-0.4088
-0.2042
-0.6392
-0.4531
-0.5883
-0.4769
-1.7988
-0.451
-0.3775
-0.2864
-0.393
-0.399
-0.6688
-0.9714
-1.0471
-0.1616
-2.0143
0.0525
0.0527
0.0102
0.9667
0.3045
0.4432
2.2674
0.7975
0.8812
1.5945
-2.098
-0.4487
-0.2015
0.3345
-1.3061
-1.1968
-1.2047
-0.5932
0.6493
-0.6274
0.0251
-0.9638
-0.8023
-0.0097
1.0546
-0.5549
-0.4275
-0.0643
-0.7917
2.1568
1.516
1.4731
1.1749
0.9111
-0.3108
0.7597
0.3665
0.3463
2.0165
-0.4753
0.6236
-0.8153
-0.6699
1.8945
0.3877
-1.4213
-0.3647
1.9329
2.1538
-0.3427
0.4745
-1.1869
-0.8806
0.9442
0.5989
-0.1931
-1.9597
-0.2582
-1.6262
0.4283
-0.742
1.6125
-0.3817
-1.7329
-0.555
0.3484
-0.4536
0.1948
-0.8849
-0.2772
0.1238
-1.0008
-0.2905
-0.6874
-2.3312
-0.9286
-1.3976
0.5599
-0.2884
1.9768
1.75
-0.619
0.6777
3.0308
1.609
1.0698
1.336
-1.0616
-0.2205
-0.7513
-0.7899
0.0046
1.3246
-1.2129
-0.8251
0.6674
1.2501
-1.7133
-1.6716
-2.2288
0.6307
1.5015
-0.7257
1.6972
-0.5031
1.5034
-0.0883
-1.0065
-0.7426
1.6721
-0.5865
1.0862
-0.6079
0.8669
-1.6523
3.2818
0.3835
0.2222
0.2845
1.2925
-1.0437
-0.4744
-1.641
-0.1726
2.342
-0.3853
-0.2334
0.677
-0.999
-0.37
-0.602
-1.8226
0.0248
-1.989
1.9618
-0.5327
-0.74
-0.5661
-0.3228
-1.4171
-1.6852
1.0424
-0.9507
0.3594
-1.0824
-3.1465
-0.8841
-1.8716
-1.4974
0.9475
1.0438
-0.8426
0.4726
2.0585
-1.2811
-0.533
-2.4803
-0.206
0.2827
-0.4717
-0.1038
-0.915
0.6693
0.8431
0.6244
0.2406
-0.8023
0.852
-0.9464
0.0442
3.3725
-0.8655
0.603
-0.5362
-0.1731
-0.8301
0.0249
-1.3325
-0.3509
-0.1143
-1.2884
-0.307
-1.5877
-0.2747
1.2826
-0.4503
-0.3717
-0.1293
1.1033
-0.7583
-0.2001
-0.658
-0.7696
-0.5501
-1.1915
-0.434
-1.22
1.5248
0.1922
-1.3591
-0.2618
-0.6922
0.1265
-0.4236
-0.3334
0.3541
-0.6569
0.2235
0.2058
-1.0061
-1.4068
-1.283
-0.4503
0.119
0.1232
-0.6765
0.4633
-1.2939
-1.2327
-1.2391
-0.9602
0.8553
0.0337
-2.4358
-1.3238
1.3407
-2.0439
1.2016
1.0904
-1.3476
-0.4524
0.1761
0.1938
1.318
-0.9396
-2.1432
-0.2426
-0.2321
-1.0448
-1.8672
-0.3664
-1.6635
1.0924
0.4077
0.7991
-0.7243
-0.7816
1.5452
1.8371
-2.121
0.1184
-0.594
-0.389
-0.4694
-0.1115
0.3153
-0.5925
0.2274
-1.3924
0.847
-0.2805
3.1045
0.6102
0.9447
0.4135
0.3292
-0.9265
-0.5238
0.3101
-1.3601
0.7976
0.7765
-0.1347
1.878
0.0628
-0.9301
-0.3893
-0.5925
-0.033
-0.0406
0.0858
0.5446
2.0463
-1.2542
-1.2261
0.1693
0.9678
-0.0968
-0.4768
1.1317
-0.8593
0.2245
1.163
0.7088
1.2863
-0.6149
1.9684
-1.4871
0.7511
0.6134
-0.8569
-0.3986
-1.7881
-0.1753
0.8581
-0.4317
1.1858
-1.5219
-0.4571
-1.3022
1.6084
-0.9944
0.3642
1.471
1.6839
-0.3425
-0.2915
-0.3684
-0.3081
-0.5621
1.6509
-0.2199
-0.3542
-0.4582
0.0889
0.2911
0.3848
-0.9656
-0.7301
1.9276
-0.7806
-0.489
0.0205
-0.5037
-0.3085
-0.0302
-1.117
1.4805
-1.4625
-0.0022
-0.3297
1.2638
0.5379
0.2438
-0.5704
0.2032
-0.2721
-1.7435
-0.4309
-1.5728
-0.1565
-0.4762
-0.0906
0.2412
-0.699
-0.4325
-0.0976
-0.2829
1.037
0.4798
1.4464
-0.3057
0.6938
-0.5776
1.0983
0.8771
-0.6898
0.2483
0.9977
0.672
1.1786
0.2837
0.2043
0.4016
5.5566
-1.3737
0.6708
0.4995
-1.4085
0.6076
-0.3901
0.5354
2.9034
-0.5881
-0.5139
-1.9319
0.6
-0.6168
0.2993
0.3516
1.6537
-0.5079
-0.4928
-1.0829
6.0144
1.1041
1.2971
44.233333
0
596
77.48
BREAST CONSERVING
Breast Cancer
Breast Mixed Ductal and Lobular Carcinoma
High
0
LumA
1
Positve
Positive
2
LOSS
Negative
Mixed
1
Post
3
Left
0
3.032
MDLC
Positive
1
ER+/HER2- Low Prolif
16
1
Died of Other Causes
-0.5044
0.8425
0.2058
0.7942
0.2189
-0.8927
-2.5596
-1.0566
-0.4421
-0.3914
-1.1925
-0.7169
-1.2055
0.0748
0.2947
-0.0314
0.0941
-0.0582
-0.5462
-0.9245
0.4943
-0.5653
0.1931
-0.6386
-0.2492
-1.0968
-1.0843
-0.7115
-1.6459
-0.654
-0.6608
0.204
0.7499
-0.4295
1.0497
0.717
0.5769
0.8847
-1.0019
-0.9114
-0.777
-0.4732
0.2407
-0.421
-0.4746
-1.4743
-1.0595
0.3261
1.1531
0.3239
-0.1009
0.2234
0.7579
1.3054
0.4839
-0.7213
-0.5797
0.0755
-0.1946
0.3405
-0.1391
0.5209
0.1744
-0.4952
0.2325
-1.1116
1.2193
0.3955
-0.3144
-0.7584
-0.1344
-0.2229
0.582
0.0561
-1.0211
-0.188
-0.811
-0.5435
-0.382
-0.1117
-0.8982
-1.2573
0.5833
0.282
-1.2555
0.5589
-0.5907
-0.2123
-0.4962
-0.8096
-0.721
-1.2179
-0.5638
-0.5051
-0.8866
0.3026
0.2557
-0.8074
2.1503
-0.8152
0.3113
0.0668
-0.3032
-0.977
-1.5984
0.2707
-1.0503
-0.6319
0.4281
0.3934
-0.5154
1.214
-0.8774
0.7941
-0.7592
-0.5443
-1.1642
-0.3225
0.0657
-0.9104
-0.6215
-0.2875
1.0416
1.0728
-0.5338
0.6741
-0.125
0.4674
-0.3614
-0.2828
1.1329
0.2475
0.6421
-0.6499
0.7864
-0.0491
-0.0174
-0.2044
-0.109
2.5741
1.4205
-1.8142
-0.2532
0.6042
1.1435
0.7382
-0.0146
-1.7773
0.9477
-1.0035
0.2289
0.4737
-0.2205
0.2792
-0.9796
-0.4258
-0.7125
0.2607
-1.7903
1.0545
0.3179
0.751
-0.9101
1.7708
0.5783
0.2101
-0.3562
0.5459
-1.7422
-0.1703
0.1973
0.2948
-1.3232
1.6412
-0.1203
-0.5392
-0.375
-0.4571
0.5699
0.6651
-0.1759
-1.3968
0.2429
-0.417
-0.1346
-0.7928
-0.4528
-0.304
0.458
0.5284
0.1151
-1.0959
0.1309
-0.3461
-0.3298
-0.1243
0.2304
0.231
-1.6786
0.5588
-0.1843
0.3042
-0.6089
0.5871
-0.4773
-0.8262
0.6775
-0.5635
1.0216
-1.6431
-1.2385
0.4545
-1.8851
0.1157
0.8328
-0.562
0.5107
-0.0174
-0.5073
-0.5887
-0.1743
0.7346
0.7946
-1.035
0.1159
0.3412
0.0771
-0.847
-1.5793
-0.1736
-0.5539
1.3899
0.6878
0.7579
0.1251
0.6569
-0.188
-1.2694
0.072
-0.3016
-0.3445
-2.0336
-0.7776
-1.1034
0.2497
-1.8182
0.2724
-0.3468
0.1884
-0.5671
-1.5148
0.0824
-1.0598
-0.0806
-1.2943
-0.3283
0.9773
-0.2826
-0.3539
1.2051
-0.882
0.5549
0.1726
-0.4983
0.7107
-0.4967
0.773
0.2273
1.1403
-0.0836
-0.7425
-0.79
-1.4043
0.2323
-0.8436
-1.0378
-0.3986
-0.3707
-0.918
-0.332
0.4147
-0.1766
0.4349
0.5986
0.6982
-0.3833
0.5777
-1.0652
-1.0771
0.4548
0.1513
1.2572
-0.049
-0.8537
0.6231
0.1178
-0.5261
-0.3568
-0.0239
0.6691
-0.1535
-0.3366
-0.7352
1.7782
2.0591
0.0124
-0.2604
-2.4835
0.8505
0.0362
-0.4453
-0.6138
1.5286
-2.3063
0.4744
0.6859
-0.7018
1.4371
-0.8153
0.3656
0.5728
-0.3564
-0.4338
-0.8312
0.2437
-0.7971
0.6976
-1.5263
0.8262
-2.9667
-0.1052
1.6051
-0.7152
1.1468
-1.3744
0.0861
0.188
-1.2166
-0.298
-0.6299
0.0584
0.2071
-0.1883
-0.8871
0.9864
0.0884
1.3899
0.708
-0.1473
-0.4208
0.8339
0.4991
-1.5516
-0.5759
0.4723
-0.2905
1.2894
-0.2316
0.7482
-0.9196
-0.3768
-1.1006
0.2369
-0.0943
0.0762
0.4013
-0.8258
-1.0827
0.1054
0.3787
-0.1317
0.7494
0.661
0.4376
-0.802
-0.1288
-0.1828
1.8675
-0.4571
0.4845
1.5462
0.4014
0.5253
-0.3857
0.5446
-0.3715
1.0493
-0.4012
0.7979
-1.4642
0.9667
-0.0643
-0.2651
1.5627
0.3179
-0.1193
-0.5565
-0.1709
-0.7873
0.6087
-0.575
0.1035
0.5117
1.3425
-0.1054
0.6831
-0.0862
1.0622
-0.4895
-0.0017
0.2105
-0.9894
0.2601
-0.6407
2.874
0.471
0.8484
0.5792
-0.6398
-0.8402
0.4621
-0.171
-0.5161
-0.2092
-0.7401
0.0322
-0.5881
0.7112
1.1782
-1.2115
0.5756
0.2697
0.7452
-0.4908
0.7132
2.7795
-0.6835
0.628
0.8183
2.2852
-0.8877
0.3682
-0.0899
-0.2093
-1.4288
-0.6044
-0.1464
-0.1853
0.0365
-0.4076
-1.1513
1.5812
0.1763
-0.5439
-1.0028
-0.4526
-0.005
0.2188
1.8913
-0.2127
0.4098
-0.9123
-1.5572
-0.47
0.0696
-0.0701
-0.8606
0.2789
-1.2081
-0.537
0.7101
0.116
0.8642
-0.4658
0.0934
-0.8645
0.5808
0.1661
-0.0953
0.1613
-0.4182
-0.1536
0.865
-1.1391
-0.6826
-0.0582
-0.7484
0.0876
-0.6907
107.1
1
597
64.55
MASTECTOMY
Breast Cancer
Breast Invasive Ductal Carcinoma
High
1
Normal
1
Positve
Positive
2
NEUTRAL
Negative
Ductal/NST
1
Post
3
Left
2
4.034
IDC
Positive
1
ER+/HER2- Low Prolif
17
2
Died of Other Causes
-0.7943
1.1227
-0.8726
0.4983
-0.3363
0.3355
-0.4528
-0.34
-1.3463
-0.7194
-1.0763
-0.7355
-0.121
-0.2869
-0.3174
-0.1771
-0.8183
-0.4725
-1.1397
0.0625
1.4991
-1.8025
0.216
0.1218
-0.7225
-0.2498
-1.3695
-0.8271
-1.1736
-0.7851
-0.3262
0.5733
0.8792
-0.2956
0.0724
1.2313
0.8956
0.8972
-1.413
-1.1463
-0.684
-1.0265
-0.4556
-0.3385
-0.7157
0.043
-1.2531
0.7823
0.271
-1.4607
-0.7877
0.7956
0.3067
1.2712
0.3124
-0.0382
0.5298
0.6535
-0.7014
0.3517
-0.523
0.0904
-0.2704
1.1481
-0.5439
1.4135
-0.6832
-1.4053
-0.3567
-0.5039
-0.0276
-0.2421
-0.9613
-0.281
-0.3301
-0.0812
0.3871
-0.0279
0.6817
0.4517
0.7459
0.1462
-1.0355
-0.0974
-0.7564
0.665
-0.9908
-1.1685
-0.1823
0.5943
0.8166
0.3287
0.2727
0.8099
0.0421
1.0692
-0.6862
-1.1264
0.3283
-0.6701
-0.5553
-0.6568
0.1977
-0.4984
0.2265
0.1371
0.3304
1.1624
1.283
0.1333
1.1186
1.7216
0.2137
1.1133
-0.5224
-1.3412
0.3992
0.7625
1.2564
0.5531
-1.2802
-0.1397
-0.1679
-2.2205
-0.4458
-0.7606
0.9374
0.0422
0.2559
-0.2877
0.9694
0.2204
0.3332
-0.7818
0.3533
-0.9945
-0.7368
-0.5168
0.3844
-0.2129
0.8
-1.4091
-1.1167
0.3173
1.1474
1.0936
0.8723
2.1177
0.7568
0.2682
-0.2971
-0.0935
0.3391
1.0224
-0.4546
-0.1609
-0.2556
0.3583
0.2814
1.4716
2.1708
0.3827
1.135
1.8485
-0.2155
1.0935
0.4447
-0.805
-0.0009
-1.2502
1.1886
-0.7135
-1.3829
1.7127
-0.1035
-0.5298
0.4165
-0.9971
0.5198
1.0077
-0.6831
-0.2211
2.7417
-0.6985
-0.3253
-0.9399
0.7798
-0.1495
-0.1851
1.2509
-0.3043
0.0961
-0.5351
0.4846
-1.0406
0.6717
-0.6401
-0.6558
0.3229
-1.6219
0.8913
0.0251
-0.6321
-1.326
-0.957
-0.8146
-1.248
-0.4203
-0.6803
0.0802
-0.813
-1.0992
0.2728
-0.3183
0.1529
1.374
0.081
-1.0945
0.5954
-0.1198
0.497
0.5478
0.0171
0.2587
-1.0739
-1.4969
0.8754
-0.4706
-1.6529
1.2765
-1.3582
2.1447
0.3552
0.2482
0.159
-0.0023
1.1619
0.4604
1.1002
0.0252
0.1028
0.1282
-0.8902
-0.2013
0.1479
1.1752
1.1532
-0.8894
0.6328
0.0527
-0.5386
0.0804
-1.1112
-0.1343
0.2688
-0.298
1.4759
-0.9914
1.1349
-0.1147
-0.887
0.2264
-0.7218
-1.4765
-2.2815
0.4505
1.0211
-0.1694
1.7926
1.0647
0.3791
-0.8085
0.0642
1.0027
-0.4158
-0.429
1.017
0.3926
-1.3485
-0.7146
0.33
-0.7803
0.1976
-0.0263
0.1703
-0.7286
0.1613
-0.8348
-0.2261
0.2894
1.1738
0.3552
-0.3247
-1.7219
-1.7002
-0.9716
0.7047
-1.1943
0.9087
1.3487
-1.0249
-0.8388
0.1843
0.3116
0.1222
-0.0082
-0.4479
-0.8776
0.549
0.9621
-0.3292
-0.96
0.8833
-0.4105
0.7236
-0.1687
-0.9615
-0.2054
-0.4971
0.5497
1.7055
-0.0934
-0.128
-0.929
0.7063
0.2248
0.5413
0.3123
1.4427
0.3857
-0.2126
-0.2086
-0.3113
0.3134
-0.5304
0.3529
-2.0706
0.0908
0.4277
-0.3937
0.3372
0.1822
0.4
-1.1977
-0.0028
0.6322
0.5438
-0.4135
-0.4129
-0.559
-0.6688
0.1543
0.439
0.6467
0.1118
0.197
0.0933
-0.6509
2.078
1.4436
-0.1457
-1.9807
1.6738
-0.2093
-0.2934
-0.6961
0.2523
-1.3995
0.0323
-0.1949
0.5113
-0.6355
-0.3972
1.1709
0.7833
-0.7439
0.495
1.8716
0.3928
-0.6213
1.5269
-0.4836
1.3905
-0.7089
0.8082
0.0124
-0.5282
0.1107
-0.7385
0.0565
-1.3294
1.1902
1.5862
-0.0437
-0.1161
-0.0502
0.7133
-1.1942
0.2218
-1.7296
-0.4639
-0.9046
0.7389
0.6049
0.3693
-0.0786
2.2274
1.0903
-1.1281
-0.4005
-0.1886
0.0005
-0.5651
4.3736
-0.9858
1.8457
-0.7008
-0.6763
-0.0664
0.1404
-0.8465
0.1015
1.0441
0.8032
-0.5762
0.0803
1.1195
2.0647
1.3664
0.7433
0.9494
1.6453
1.5912
-1.6897
-0.2827
7.8432
0.2992
1.281
0.4168
0.291
-1.0464
-0.5096
-0.7882
-0.4099
1.4432
-0.0634
-1.5328
-0.0477
-0.6718
1.0444
-0.9059
1.4465
-0.1708
0.5554
-0.7499
1.6246
-1.1832
1.263
0.9819
0.3027
-0.3339
0.4402
0.7853
-0.3302
0.6377
0.186
-0.5838
-0.5356
-0.2989
0.2306
1.6667
0.8326
1.7584
-0.5267
-0.5383
-0.2564
-0.0835
1.0341
2.7557
-0.9747
-0.4539
0.6028
-0.191
-0.8492
-0.6165
-1.5164
-0.2894
-0.3229
-0.4794
113.2
1
598
77.48
MASTECTOMY
Breast Cancer
Breast Invasive Ductal Carcinoma
High
0
LumB
1
Positve
Positive
2
NEUTRAL
Negative
Ductal/NST
1
Post
3
Right
9
5.048
IDC
Positive
1
ER+/HER2- High Prolif
24
2
Died of Disease
-1.0507
-0.2955
-0.4177
-2.1585
0.6816
-1.62
0.8128
0.1656
1.3648
-2.2301
-1.1095
-0.0457
0.1394
-0.0103
-0.0884
-0.1448
0.229
-0.1333
-0.1755
-0.4111
0.2455
0.9924
-0.7367
-0.0889
0.3507
1.1696
0.077
1.1918
-0.1352
-0.4919
1.3943
0.9132
0.2383
0.339
0.2892
-0.9516
0.8227
1.1248
1.7489
-0.6543
-0.2483
-0.0327
-0.4693
-0.8761
0.4991
-0.1417
-0.2917
-0.3036
0.0578
0.0474
-0.1723
0.2847
-0.5926
-0.6972
0.0241
-0.9766
0.268
1.2356
-0.0276
-0.3184
2.1104
0.4849
-1.1345
0.0374
-0.4221
-0.184
0.4275
-1.8971
-0.3318
1.8699
-0.4038
-1.4005
0.1406
-0.4896
-0.0323
0.3891
0.5725
-0.0467
-0.9615
0.7604
-0.5789
0.0556
0.7848
-0.9432
-0.2792
-0.2768
0.2076
-0.6312
-0.908
0.388
0.6856
1.3629
0.7218
1.0103
-1.4997
0.8161
0.5213
1.0484
-0.2998
-0.2675
0.8691
0.9997
-0.6576
1.3603
0.416
-0.2078
0.0123
-0.4386
1.1944
0.3885
-0.7875
-0.9909
-0.572
0.6803
-0.4781
0.407
1.0613
-0.2578
-1.0082
-0.0446
1.1118
1.1474
-1.4552
0.8252
-0.5663
0.1318
-0.7273
-0.2718
1.9938
-0.8552
-0.4424
-0.7315
-0.4121
-0.2704
0.9906
0.6844
0.9888
0.1995
0.5323
-0.9435
0.7531
-0.2518
-0.2892
-0.4719
0.2755
1.2525
-1.2814
-0.2064
0.527
-0.4854
-0.6135
-1.2566
-0.4054
0.1153
0.3343
0.1097
-0.1165
1.5817
-0.8278
-0.5033
0.5121
0.0225
0.1542
0.5487
-0.1257
-0.0888
-0.0256
-0.0934
-0.8678
0.6567
1.9496
0.5408
-0.7149
-0.4795
-0.9397
0.3996
1.1539
-0.3804
0.694
0.0094
-0.8777
0.7185
0.0812
-1.0461
0.017
-0.1458
-0.4681
-0.6621
-1.4088
-0.2494
-1.0998
-0.8448
1.0389
-0.1034
0.0869
1.3191
-0.9594
-0.303
-0.3594
-0.1113
0.8134
0.0706
-0.6796
0.8951
2.1157
0.9605
0.7615
-0.3681
1.7997
0.9756
0.4069
0.004
-0.0146
0.3656
0.1301
0.5176
-0.2022
0.0496
-0.2341
0.337
-0.1383
0.3532
0.4296
0.375
-1.0886
-1.5082
-1.046
0.4181
0.0185
-0.4323
-0.4646
0.4127
-0.0092
1.5015
-0.6978
0.5
-0.4169
-0.3547
-0.055
-0.3949
1.0754
0.4619
-1.1245
-0.086
0.8021
-0.369
-0.3236
-0.2886
-0.2166
-0.9623
0.99
0.4684
-0.7166
-0.1088
-1.1404
-0.928
-0.5611
-0.3592
0.0677
0.6686
-0.2348
-1.1342
-0.3327
-1.1099
1.4276
-0.0201
0.1312
0.2738
0.2517
-0.3834
-0.974
0.5474
-0.8649
0.6743
2.5218
-0.6764
-3.1411
0.3441
-0.2585
0.1491
0.2095
-0.8194
-1.3654
-0.026
-0.8056
-0.7891
0.187
-0.9367
0.3528
-1.3181
-1.1554
0.3992
0.2754
0.0347
-1.8671
0.0462
-0.816
1.1346
-0.3711
0.8936
0.1061
-0.3217
-0.0807
0.6976
0.312
-0.1269
-0.6562
0.813
-0.1366
-0.3063
0.4322
0.3214
-0.4604
-1.2689
-1.0984
0.1375
0.7392
1.0566
-2.97
0.0686
1.0357
-0.456
-1.169
-0.8619
0.1895
-0.8256
-0.4777
-0.3321
-0.7644
-0.018
1.4322
0.9823
-0.1376
0.3161
-1.1985
0.7103
-1.7426
0.0821
0.1667
-0.8217
1.3053
-0.0943
-0.1492
-0.4186
-0.4218
-0.1941
-0.4887
-2.4485
-0.1844
-0.2391
-0.5802
-2.0424
-1.604
0.1138
0.3969
0.764
-0.1592
1.0358
0.0023
0.6767
-0.2426
-0.0529
-1.3901
0.0008
-0.4616
-1.0317
0.0705
-1.5785
-1.0075
-0.4642
0.8656
-0.9786
1.2915
-0.8443
0.2194
0.4952
-0.4745
-0.1475
0.1361
-0.239
0.1373
1.3132
0.7156
-0.0215
0.8474
-0.8048
1.6553
0.2709
-0.299
-0.8037
-0.832
0.7221
-0.262
-0.3058
-0.0311
-1.0533
-0.571
-0.8274
0.0444
-1.4768
-1.0344
-0.9153
0.638
0.625
-1.1163
0.2577
-0.6663
0.6767
0.0544
-1.0241
0.2043
-0.6815
-0.9217
0.0584
0.3672
1.2253
0.8742
-0.4537
0.1623
-0.62
-0.8859
-0.157
-0.3147
-1.3224
-0.0197
1.2729
0.483
0.3963
1.5777
-0.4906
0.7391
1.0188
0.8071
0.6926
0.3638
-0.2505
-0.062
0.4763
0.8354
-0.3662
-1.738
-0.1885
-1.1127
1.0425
-0.3416
-0.2879
-1.0919
-0.3476
2.4114
-0.6958
0.7629
0.3965
-0.5497
-1.1897
0.9947
-0.3056
-0.1569
-0.4908
1.6686
0.4872
-0.6173
0.0104
-0.0826
-0.7129
1.3637
0.4753
-0.2746
-0.0327
-0.7362
0.6503
0.2865
0.0242
-0.2073
-0.0231
-0.9064
0.1062
0.5009
0.1442
-0.551
0.1799
-0.8181
0.7763
0.109
0.6259
0.324
-0.1358
-0.6981
-0.8412
-0.7414
89.366667
1
599
46.85
BREAST CONSERVING
Breast Cancer
Breast Invasive Ductal Carcinoma
Moderate
1
LumA
1
Positve
Positive
2
NEUTRAL
Negative
Ductal/NST
1
Pre
4ER+
Right
1
4.048
IDC
Negative
1
ER+/HER2- Low Prolif
24
2
Living
-0.6108
2.4762
-1.7694
0.9278
-0.3289
-0.1433
0.3348
-1.189
0.3022
-0.5596
-0.1108
-1.9667
0.4574
0.4486
-0.4725
2.7498
0.8629
-0.9445
-0.4569
-0.6118
0.289
-0.2122
-0.5118
0.0101
-1.1882
-1.2556
-0.7621
-2.4618
-1.0901
0.5782
1.193
1.2999
1.4183
0.1303
0.9366
0.3129
-0.804
0.5344
-1.4962
-1.5239
-0.275
0.0861
0.4832
-1.4396
-1.0077
-1.3668
-1.3875
0.9887
-1.1712
-1.7129
-0.2561
-0.4959
-1.294
-1.0325
0.1327
0.6429
0.1359
0.1912
-0.3199
1.6306
-1.2655
0.9043
0.645
-0.2799
1.5557
0.7943
2.1569
-0.5868
-0.2254
-0.8402
0.3508
-0.307
-0.348
-0.5509
-1.1641
0.6695
0.1362
1.2034
2.5373
-0.5547
0.3859
-0.2968
-0.4282
2.7417
-0.3385
-0.3032
-0.605
0.6913
0.3556
0.3755
-1.5732
-0.0288
0.5163
-1.3822
1.7721
0.8102
-0.899
-0.6838
-0.2985
-1.6444
0.8031
-0.2077
0.2451
1.5657
-0.7714
-0.6852
3.6131
0.4596
1.6952
-0.1533
0.2425
2.1757
0.1479
0.3437
-0.2489
-1.3135
-1.3338
-0.7012
-0.6683
0.0453
-1.6256
-0.2465
0.448
-1.7999
0.5737
-0.3081
-0.3777
-0.5975
-0.256
0.5166
0.1959
0.7129
0.1082
-0.9145
0.1167
0.7725
0.0399
0.1346
-0.1972
-0.3396
0.4195
0.1045
-1.1256
-1.5678
-0.8871
-0.4969
-0.6571
-0.3233
0.3131
6.6487
1.185
0.5311
-0.1174
0.7448
-0.6792
0.0171
-1.1887
-0.309
0.1871
1.9059
0.8378
0.8194
-0.1904
-0.5895
-0.363
1.3863
0.2147
2.2663
-0.2703
0.5486
1.369
0.2538
-0.1533
2.9127
-0.3804
0.6266
-0.6679
1.1279
0.9791
-0.3008
-0.6147
1.0986
0.5768
-1.1703
-0.7589
-0.4706
-1.9605
-0.288
-0.2942
-0.1631
-0.1465
-0.1848
4.677
-0.2385
0.9716
0.4053
-1.7307
-0.6777
1.5399
-1.3965
-0.3774
0.3689
0.3371
-0.4681
-0.58
-0.4413
0.8973
-0.7222
0.6399
0.2579
0.1512
2.3794
0.9907
1.1864
1.4241
1.4487
-0.3695
0.7738
0.0463
-0.6121
1.7117
0.9092
0.6414
0.0568
-1.1656
-1.4159
0.0708
-1.648
-0.3947
0.5322
-0.4309
1.8957
1.6115
0.1453
0.3684
0.4251
1.2167
1.1451
-0.1608
-0.4627
-0.7754
-0.6889
-1.4776
-1.1381
1.6241
1.9979
0.5844
-0.3769
1.5681
-0.7868
0.0125
-1.2242
-0.9051
2.0395
0.6033
-1.7655
0.6964
0.7835
-0.0575
-0.3921
0.0474
0.7029
-0.0532
0.7302
0.0833
-0.0408
2.3295
-1.52
0.6457
0.322
0.816
-0.8801
-0.1891
1.3098
-0.3438
-0.4271
1.3
0.9043
0.8582
1.5259
0.5016
-0.4106
0.8089
-0.3089
-0.9298
-0.3924
2.0361
0.7976
0.7279
0.7182
0.7166
0.4628
-0.164
-0.6378
0.4035
0.9376
-0.5802
-0.6758
-0.5031
2.9252
-0.1072
-0.3075
-1.417
-0.1414
-0.7493
-0.6547
-0.5547
-1.2258
1.0458
0.853
0.4044
0.5496
-0.7027
-0.0615
-0.0898
0.7638
-1.6385
-1.2837
2.3326
0.7583
0.6319
-0.303
0.0659
-0.4851
-0.9339
0.0012
0.3871
2.5321
-0.2327
-0.5437
-0.0532
1.8978
-0.372
1.6368
-1.0903
-0.5768
-0.498
-0.0539
-0.5192
0.4341
0.274
-0.541
0.8239
-1.983
-0.4789
0.0697
-0.3269
-0.5822
-0.3646
-0.4368
-1.2957
1.1358
0.0162
-0.6157
0.8788
-0.2828
-1.2944
1.7859
2.4912
-0.0325
-0.1679
-1.3338
0.4561
0.1212
-0.1467
0.5411
0.1342
-1.5944
-0.4934
-0.564
-0.7183
0.4187
-1.4133
1.4438
0.8498
-0.9203
0.9164
0.9889
0.3747
-0.2615
0.1211
-0.124
2.356
-0.3167
0.7927
0.1098
-0.51
-0.0868
-1.0819
-0.8902
-0.1206
-1.7229
-0.6097
0.2611
0.6493
-1.1046
-0.0565
0.9099
-0.2189
-1.0841
-0.2048
-1.5646
1.7494
3.4161
-1.2832
-0.0177
1.7795
1.3832
0.1015
-0.0154
-0.4958
-0.5841
-0.2061
-0.6085
-0.5205
2.466
1.1327
0.1866
-0.2956
-0.4542
-0.126
1.2262
-0.1072
-0.6359
0.0631
0.6626
-0.8576
1.0929
0.7288
-0.7906
-0.8456
0.4817
-0.1407
0.8228
-1.3225
5.4155
-0.6217
0.874
-0.381
0.1602
-0.3382
-0.6703
-0.6689
-1.0969
-0.401
5.2921
0.289
0.7306
-0.8982
-0.4926
-0.1959
0.6312
0.0141
-0.9469
0.1228
-0.1961
0.2353
-1.3114
2.1668
-0.3994
-0.8938
0.2912
1.448
-0.3965
-0.2514
0.0037
-0.6348
-0.3139
-0.4782
0.4193
1.6361
0.7631
-0.5853
-1.0308
0.5391
0.5352
-0.1609
-0.624
2.1868
-0.876
-0.3485
-0.0321
0.5146
-0.7215
-0.5714
0.5579
0.1235
-0.0342
-0.3983
123.266667
0
600
70.5
MASTECTOMY
Breast Cancer
Breast Mixed Ductal and Lobular Carcinoma
Moderate
0
LumA
1
Positve
Positive
3
NEUTRAL
Negative
Mixed
1
Post
6
Left
9
6.054
MDLC
Negative
1
ER+/HER2- High Prolif
27
2
Living
-0.0387
-1.6426
-0.7061
-1.0241
0.8897
1.1219
0.7366
0.064
0.0348
1.7611
0.5492
-0.6274
0.382
0.0063
-1.6206
1.5151
-0.2447
0.4569
-0.1002
0.6232
0.7839
0.1465
-1.4172
-0.2128
0.398
0.2026
-0.8283
-0.5831
-0.2452
1.8584
-1.495
-0.8601
0.3325
-0.1881
1.185
0.4512
1.4597
-1.7554
-0.493
-0.6563
-1.0822
-1.8573
3.2045
-1.2179
-0.5016
-0.1127
-0.7375
0.3838
0.274
-0.9749
-2.1132
-1.254
0.5457
1.6097
0.6242
0.0606
-0.2223
-0.3326
-0.4055
0.6691
0.8481
-0.2288
-0.4772
2.2759
-0.5069
2.5898
-0.2798
1.5004
-0.8784
-1.9877
-0.6139
-0.9798
2.1982
-0.9205
1.6654
0.8011
1.1236
-0.1144
0.0091
-0.3481
-1.4379
0.1329
-1.3543
2.126
-1.1152
-0.4255
-0.2331
0.4132
-1.9949
-0.715
-1.7759
-0.5302
1.0077
-0.9835
1.145
3.1272
-0.8211
-0.8275
1.1369
-0.9859
1.1133
0.4161
-0.3776
-0.4054
-0.2185
1.7564
0.1047
-0.4392
-1.1446
0.9531
-0.8814
-0.7652
0.989
-1.3388
-0.2676
-0.7397
2.3475
-0.9218
-0.0445
-0.0563
-0.1762
-1.1683
-0.1201
1.4621
0.966
0.7118
-0.5433
0.0304
-1.051
0.2317
-0.0983
-0.2346
0.5632
-0.2316
1.3338
0.0191
-0.4717
-1.5149
-0.0836
0.9209
0.3995
0.9776
-0.9486
-0.4086
-0.6941
-0.8
0.4521
-0.5095
-0.8853
-0.8031
-0.6907
1.6576
-0.591
0.6761
1.1892
-1.802
0.0379
0.71
0.3815
-0.7218
1.9088
4.898
1.098
0.0386
0.2162
-0.1739
-0.7783
-0.6561
-0.6433
-1.6446
-0.217
-1.3916
0.8508
-0.4784
-0.1864
0.6904
0.3322
-0.685
0.0088
-0.4142
1.1252
-0.9069
-0.3402
-1.1034
-0.1046
-0.2169
-1.0376
0.5857
0.2515
-0.515
-1.4996
-0.7847
0.4664
-0.9011
0.4314
1.5074
3.0936
-1.1968
-0.9588
0.6197
-0.0019
0.058
1.3435
1.6682
-0.2208
-0.0413
0.3751
-0.698
0.1369
0.7905
-1.1538
0.8467
1.1387
0.4475
-0.9492
-0.7172
-0.3535
-0.6998
3.0102
0.735
-0.8457
0.9935
-0.2894
-0.52
-0.4738
0.6777
-1.981
-0.4543
-1.1921
-0.8893
1.3989
-0.2212
0.2678
2.6822
2.126
0.6826
-1.3204
-0.8317
-0.8169
1.6812
-0.8273
1.1578
-1.0229
-0.3235
0.8749
-0.0824
-0.2534
-1.2556
0.228
-0.9656
-1.2951
-0.4939
-0.165
0.6954
0.2127
-0.0974
-1.8894
-0.9291
0.4209
0.6588
-0.5626
0.0978
-1.1691
-1.0757
-1.5453
-0.2906
0.6356
0.4867
-0.2309
-1.6322
-0.6442
0.2242
-1.0092
-1.1413
-0.7226
-0.2928
0.9427
-0.3977
-0.2991
-0.4168
1.41
-1.0544
0.2535
0.6032
1.06
-1.3165
0.245
-0.7372
-1.0182
1.3511
-0.7685
-0.5878
0.1567
0.137
2.0287
-0.5337
-0.4006
0.9444
-0.8642
0.9691
0.3284
-0.2834
1.2649
-0.2091
-0.9371
-0.1007
-0.1669
0.0811
0.9033
-0.3609
1.4587
0.6177
-0.5734
-0.7405
-0.015
-0.8927
0.248
-0.6809
-0.6517
0.0119
-1.2073
-0.811
-0.4289
-1.0228
0.0432
-0.5082
-0.6981
-0.5331
-0.151
0.4128
-0.019
0.2987
-0.3127
0.3803
-0.2115
-0.8126
0.1529
8.5131
-0.5226
-0.2071
0.1806
-0.658
0.0133
-0.7417
-0.636
-0.3156
-0.7214
-0.7423
4.1345
-0.1755
1.1482
1.1924
0.4317
-0.3857
0.0378
-0.1475
0.1805
-0.8039
0.1524
-1.5167
-0.2171
1.741
-0.1447
-1.1269
-0.2502
0.4733
-0.223
-1.9853
-0.4102
-0.6177
-0.4184
0.0984
-0.271
-0.3599
0.9615
-1.475
-0.1554
0.271
0.1834
0.4306
0.2228
-0.6273
-0.2305
-0.5188
-0.2675
-0.7666
-0.8531
-1.5923
-0.1609
0.6979
-0.1601
-1.0071
-0.5167
-0.2317
-1.2363
0.542
1.5309
-0.9558
-0.2691
0.2435
-0.6705
-1.3642
1.4544
-0.4605
2.0064
2.3009
0.7175
-0.0625
1.3797
0.5529
1.0137
-0.8479
-1.2673
-1.0942
-0.2057
0.4072
0.4303
-0.7933
-0.6109
0.2901
-0.866
0.9076
-0.4416
1.3495
1.2218
-0.5682
0.4237
-0.494
2.0607
-2.2761
-0.7887
-0.0631
-0.2081
1.4995
-0.1512
-0.0814
0.3012
-0.4663
-0.8057
-0.9769
-1.175
0.1155
1.8824
-1.4428
-0.632
-0.5513
0.9332
-0.2016
0.3979
-0.669
-0.261
0.1954
1.796
-1.1385
-0.2276
-0.4382
0.3166
-0.309
0.3377
-0.0662
-0.0833
1.1224
-0.1573
-1.2102
-1.0452
-1.2097
2.126
0.7425
-1.333
-0.1406
-0.3594
1.5716
-0.8054
1.3964
0.1756
-0.9715
0.2687
-1.1081
-0.4395
-0.8954
0.174
0.1623
0.8023
-0.0037
0.8247
1.1065
1.0002
-0.5148
-0.0975
111
0
601
32.99
MASTECTOMY
Breast Cancer
Breast Invasive Ductal Carcinoma
Moderate
1
LumB
1
Positve
Positive
3
NEUTRAL
Negative
Ductal/NST
1
Pre
10
Right
8
6.05
IDC
Negative
1
ER+/HER2- High Prolif
25
2
Died of Disease
0.2417
1.8059
-0.1803
0.5787
-0.3585
0.7231
0.2868
-0.0249
-0.4136
-0.7063
-0.0364
0.8122
-0.8147
-1.3632
1.5027
-1.2986
0.2445
0.2393
-0.3646
0.3916
0.7936
0.8451
-0.2897
1.0659
0.5675
1.0583
-0.0901
0.5854
0.3466
0.2454
0.0608
0.2874
-0.3911
-0.5093
-0.8506
0.7485
1.7463
-0.347
0.211
0.1203
0.408
0.0423
-0.0839
1.5692
1.4201
-0.145
1.1526
0.521
0.4213
-0.9584
-0.2965
-0.5806
-1.3868
-0.5989
0.2459
-0.7025
0.3841
0.9419
-0.3265
-0.9073
0.8217
0.1064
0.0479
0.1819
-0.4711
1.7969
1.2304
1.4625
-0.4395
-0.0948
-0.8353
-0.5764
-0.5225
-0.1523
-0.3746
-0.4369
-1.4988
-0.1098
1.1521
-1.0763
-0.2628
-0.8201
1.1606
0.3986
-0.028
0.9728
0.7274
-0.2256
0.198
0.2815
-0.1267
1.0081
-0.3754
1.0729
0.506
0.2072
-0.1672
-0.9822
1.4862
-0.4743
1.2096
0.4028
-0.3518
-0.2001
-0.5297
0.6362
-0.0691
1.5614
1.1514
-0.209
-1.3129
0.2062
0.5619
1.5567
0.0239
-0.5923
-0.5981
0.3524
-0.9478
-0.2847
1.6895
1.2469
-1.3388
-0.9826
3.0211
-0.638
0.4812
0.1114
1.545
-0.3687
-1.3868
-0.3165
0.756
0.1554
0.3264
0.0889
-0.3283
1.0677
-1.1354
0.2106
-0.2436
0.4179
0.5236
0.7901
-0.304
3.1631
0.3234
-1.123
1.0495
-0.0196
-0.4353
0.3557
0.1595
0.1183
0.373
1.4601
-0.9196
-0.0535
-0.2869
-0.7359
0.755
0.4228
-0.6269
-0.9335
0.4743
0.4971
0.105
0.3393
-0.2234
0.8284
1.3692
-0.1233
0.4426
-1.3046
-0.9006
0.2868
-0.488
1.0189
0.9326
-0.7694
2.4173
0.8526
-0.0063
0.0941
0.998
-0.8044
0.5216
-0.1558
-2.2657
-0.8993
0.8984
-0.5505
-0.2642
0.2823
-0.0881
1.9633
-0.5355
-0.3034
0.1225
-0.1339
-0.4882
1.1214
-1.0978
-1.1786
0.1634
-0.2369
0.9961
1.5424
1.4044
-0.3405
0.1814
-0.3819
-0.6126
1.1317
1.327
2.0604
-0.4955
-0.0657
-1.0665
0.1718
-0.2052
-0.39
-0.4324
-0.3201
1.4143
-1.9264
0.4454
0.7926
1.1288
0.2162
1.9436
0.7755
1.5339
-0.7047
0.0309
0.091
-1.7635
0.4796
0.0611
0.7769
0.4792
-0.4268
-0.79
-0.3544
0.1207
-1.0833
-0.3391
-0.7189
-0.2764
0.3144
1.2561
0.1865
0.7649
-0.5231
-1.3426
-0.0254
-0.4485
-0.7738
-0.7287
0.7191
0.8269
-0.3731
0.1865
-1.2894
0.6962
1.3963
-0.33
2.1202
0.2318
-1.6645
-1.1197
-0.9886
0.9218
2.0751
-0.8483
-0.775
0.811
-0.87
-2.0778
0.7156
-0.0549
-0.1392
-0.1084
1.0153
-0.0577
-0.4334
2.2617
-0.35
0.0744
-1.0739
-1.394
1.2511
-1.366
-0.7679
-0.5289
-1.341
-0.4476
1.6451
-0.7123
2.4388
-0.1246
-0.0107
-1.0603
1.2023
0.0112
0.6374
0.1068
0.8429
1.0709
0.3822
-1.3644
0.6578
1.1004
-0.5414
0.0216
0.8794
0.5399
1.6483
-0.7855
0.4217
0.3287
-0.4541
0.1563
-0.0105
0.0722
0.0564
-0.7754
-0.3325
-0.558
0.2913
-0.6317
1.8485
1.5637
1.3606
0.0891
0.7983
0.0578
-0.4696
-0.9139
-1.8676
0.6517
0.8773
0.5656
-0.2957
-0.8808
0.0736
-1.2665
-0.2914
0.0614
0.8468
-0.6145
0.1737
-1.8008
0.127
-0.7677
0.29
-0.9379
0.3601
-0.7712
-0.9072
0.314
-0.4917
-1.7072
0.6757
0.4233
0.2402
-0.5905
2.1228
0.4308
-0.4314
-0.4674
0.6656
0.4524
-0.6571
1.3526
0.4661
-0.823
-0.0489
1.7774
-1.0803
2.1167
-0.8056
0.5681
-1.0305
-0.3621
0.9523
0.7924
0.1961
1.894
-0.8017
0.797
-0.2646
1.68
-1.2407
0.5991
-0.4905
-1.9972
-1.3369
-0.2531
-0.9255
-0.9824
-0.3336
0.3734
2.9611
-1.0665
-0.5346
0.3514
-0.5421
1.3075
-1.0319
-0.9851
-0.4446
0.4503
0.7192
3.3352
0.9721
-0.9809
0.6103
0.1095
0.5856
-0.2177
-2.1328
-0.335
-0.1883
1.0667
0.3901
-0.4803
-0.7271
1.408
0.5218
-0.9354
-0.9231
-0.9432
0.1954
-0.4744
0.1006
0.3605
-0.0219
-1.4396
-1.0165
0.2501
-0.9935
-0.9744
-0.6386
1.7168
-0.1674
-1.9364
-0.0976
1.5775
1.9544
0.9938
1.0153
0.4422
0.2849
1.0336
-0.3468
-0.7013
-0.0638
2.2709
-1.2838
-0.7388
-0.2245
-0.5156
-0.3652
-0.3393
-0.9427
-0.7577
-0.492
0.3112
-0.4017
1.5026
0.5634
-1.0693
0.0458
-0.4861
-0.2683
-0.1691
-1.3364
-0.2511
-0.316
-2.1882
-1.3585
1.1212
-0.8096
-0.4831
-2.0028
-0.4553
0.4391
-0.6558
29.666667
1
603
79.52
MASTECTOMY
Breast Cancer
Breast Invasive Ductal Carcinoma
High
0
LumA
1
Positve
Positive
2
NEUTRAL
Negative
Ductal/NST
1
Post
7
Right
1
4.042
IDC
Positive
0
ER+/HER2- Low Prolif
21
2
Living
-1.5648
-0.1651
1.5901
-0.6715
0.1632
0.6149
0.6367
-0.8045
1.6633
-1.3041
1.3805
-1.6026
-1.0253
-1.1872
-1.0407
0.8036
1.5051
0.3744
-1.5266
0.4452
0.9016
-1.3525
-0.5412
-0.8576
-1.3229
-0.7529
-0.9788
-0.2969
-0.9412
0.0511
-0.69
0.1037
0.703
0.7674
0.6705
-1.0677
0.4467
0.2489
-1.8096
-1.3625
-0.87
-0.8128
-0.0646
-0.2209
-1.2619
-1.0858
0.2784
0.9691
1.4455
-1.9499
-1.4665
0.9103
0.4657
1.176
-0.4159
0.6843
1.0621
-0.0155
-0.3275
1.0601
0.3672
-0.2656
-0.8815
0.2263
-1.3075
0.1753
-0.6061
0.3097
0.6306
-0.1864
0.0849
0.6244
0.1482
-0.984
-0.4603
0.3017
1.9306
0.4144
0.3147
0.7266
-0.4999
-0.1994
-1.4481
0.8083
-1.8209
-0.952
-1.3817
0.8287
-0.7672
-1.5311
0.9217
-0.9711
-0.373
-0.0649
3.3595
1.0232
-0.141
1.0278
-0.5602
-0.2299
-0.2782
1.2891
-0.9446
1.9697
-0.3041
-0.4851
-0.1752
-0.4033
-0.1896
0.6312
-1.6148
-0.9366
0.8767
-1.6736
0.1252
-0.9012
1.0952
-1.3153
-0.3989
0.5646
-1.2194
0.3671
0.828
0.4911
-0.0251
-0.4323
-0.6739
0.8119
1.3359
-0.2622
0.3208
-0.3119
0.9784
1.6763
0.5767
0.2602
1.3873
-0.7394
0.9542
3.2914
-0.5411
0.5191
-1.494
-0.7968
-0.9907
-1.1441
1.2206
-1.1035
-0.8897
0.5699
-0.0412
-0.1479
-0.5499
0.4698
-0.2517
-1.0174
-0.1236
-0.0501
-0.8042
-1.6564
0.873
0.1282
0.5051
-0.1961
0.1446
-0.6914
-0.775
0.2264
0.6892
-1.0203
1.2654
-1.3276
-0.1313
0.0257
0.5967
-0.6058
-0.303
0.4268
0.2278
1.1068
2.3696
0.2598
0.1099
-0.5819
-0.6621
-0.497
-0.5546
0.7366
-0.5756
-1.205
0.6473
-0.5875
-0.7336
-1.3935
-0.3157
1.0889
1.7491
-0.0728
0.0834
1.0786
-0.4608
0.3379
0.3439
1.6362
-0.309
1.3602
0.0345
-0.6988
2.0245
0.4222
-0.9045
1.9396
-0.7139
0.6165
1.3217
-0.4003
-0.2218
-0.4798
0.6222
-1.2351
0.1256
1.7908
-0.3051
-0.8667
-0.9943
-0.4392
-0.5893
-2.3384
-1.1756
-0.0631
-0.0983
-0.3398
0.2225
1.9624
-0.4286
-0.8759
0.7568
0.0739
-0.3859
-1.293
0.2599
-1.0221
-0.8901
-0.6628
0.0291
0.1886
0.021
-0.9964
1.121
-0.4019
-0.4521
-0.8647
0.5622
0.2873
1.0582
-1.1233
0.4424
-0.7863
-0.8596
0.7076
-0.8567
-0.3998
-0.6196
0.2413
0.7362
-0.3953
1.0506
0.2182
-0.3366
-0.7243
-0.2511
0.3278
-1.746
-0.2261
3.4578
-0.6317
-0.7326
0.061
-2.0773
-0.6012
0.3617
-1.173
0.5019
-0.0606
-0.0768
-0.1165
-0.1148
0.6882
-0.3487
1.8875
-1.3763
-0.9595
-0.8928
0.5118
1.3454
-1.4985
-0.7207
-1.7519
-0.2735
1.2297
-0.3402
-0.8692
1.4367
2.197
-0.5109
-0.3038
0.1965
-0.0515
-0.6588
0.4855
-0.3102
-0.5955
0.1832
1.4606
1.2935
-0.1338
0.3747
-0.1539
-0.2856
-0.1966
0.8528
-0.619
-0.8909
-2.1577
-0.6436
-0.467
-0.5558
-1.305
-1.0221
-1.0051
-0.0159
1.2326
-0.2832
0.9245
2.195
0.3458
1.257
-1.1171
0.0731
-0.1089
1.9072
0.3257
0.3707
-1.4086
-0.0931
0.4531
-0.3253
-0.5069
-0.5442
0.3636
1.0101
1.5712
-0.0974
-1.2085
0.2496
1.1717
-1.3234
-0.1721
0.6172
-0.0686
-1.1632
1.2612
-1.5961
0.3681
0.1299
1.4714
-1.111
1.2198
-1.3513
1.605
-1.0705
0.5173
-1.3978
-0.0326
-1.0455
0.3345
-0.0365
-1.8584
-0.2019
-0.5013
-1.0267
0.4826
0.7701
-0.2647
0.2574
1.2755
-0.3475
-0.9771
0.1537
1.3781
0.4806
-1.5698
0.9135
-0.7584
-0.7639
1.7335
1.0399
-0.1537
-0.1378
0.716
-2.0367
-0.8465
1.2669
0.9607
0.3451
2.3065
-0.347
-0.218
-0.6548
-0.3596
0.2122
-0.1592
-0.0916
-1.2475
0.7064
0.8623
-0.056
-0.4872
-0.1309
-1.3139
-0.6967
1.7746
-0.6117
-1.4059
0.2556
-0.92
1.848
-0.3518
-0.1581
1.9671
-1.0949
-0.3699
-0.432
1.0553
0.0246
-0.4606
0.5043
0.6168
1.0852
-0.7861
0.4183
2.6684
2.4616
0.9134
-0.5278
-0.229
0.3012
-0.7668
0.3425
0.4548
-0.4376
0.4592
-0.2244
-0.2588
-1.2039
-0.7801
-0.8503
1.4783
1.127
0.6107
0.8591
1.4476
0.3791
-1.6944
-1.5279
0.0256
0.2206
0.3263
-0.1294
-0.1479
0.088
0.5288
-0.7406
-0.1898
-0.9004
-2.0009
-0.4402
-0.0345
-1.0474
-1.2738
2.2613
0.4101
0.2896
1.1066
-0.8866
-0.8235
-0.2857
-0.7642
1.3598
121.966667
0
605
58.08
MASTECTOMY
Breast Cancer
Breast Invasive Lobular Carcinoma
High
0
LumA
1
Positve
Positive
2
GAIN
Negative
Lobular
1
Post
8
Right
0
3.036
ILC
Positive
0
ER+/HER2- Low Prolif
18
1
Living
-1.1572
-1.0167
0.4153
0.2982
0.5656
-2.5275
-0.6543
-1.1457
-0.5444
-0.0748
-1.2592
-0.2955
0.153
-0.6863
-1.0451
0.3952
-1.2341
0.3128
-0.8303
-0.1916
0.8578
-0.6967
-0.3648
1.0091
-1.2015
-1.2817
-0.9893
-1.2196
-0.8147
0.4326
-1.2415
-0.146
1.0747
0.6301
1.1526
0.7708
1.8338
0.9891
-1.3804
-1.9563
-1.7072
0.2597
0.0453
0.1823
-1.6256
0.5292
-1.002
0.0189
-0.1634
-0.6741
-0.5029
0.0999
0.1223
0.4394
-0.5733
-0.2716
1.0651
0.8344
0.356
1.0411
0.0442
0.5647
-0.4676
0.9523
-1.146
1.2603
-0.1972
0.3393
-1.7346
-1.2206
-0.2589
1.0635
-0.1459
-0.0209
-0.1881
-0.5183
0.5255
-0.873
-0.4066
-0.0479
0.3228
-0.5015
0.6079
0.2761
-0.0706
0.0908
-0.5769
-0.424
-0.2126
0.2174
0.4892
-0.2938
0.436
0.1991
-1.0214
0.8363
1.3325
-0.3069
0.0878
-0.4227
0.6167
-1.2073
-0.6148
-0.4942
-0.7631
-0.5575
-0.5472
-0.5358
0.2467
0.3735
1.1636
-0.1371
0.3673
-0.1425
-0.9783
-0.7189
0.6347
-0.2342
-2.3006
0.3255
-1.6101
-0.151
0.8159
0.4548
-1.2798
-0.6177
0.139
-0.4936
0.5471
0.0488
0.5751
-0.7004
-0.3467
0.8694
-0.7291
0.8506
-0.1978
-0.1502
0.5359
1.3923
1.3644
-0.9471
-1.4247
1.3292
0.8997
-0.0782
-1.1564
-0.0871
-0.377
0.4767
0.3603
-0.3082
-0.0748
0.2178
-0.8338
-0.1405
-0.1312
0.8002
-0.6659
-0.7581
0.2486
-0.0928
-0.5799
0.8501
-2.0946
0.4043
0.363
-0.8778
0.8759
-1.1498
-0.6951
-0.1218
-0.5058
1.0051
-0.44
0.2113
-0.6384
1.3775
0.1424
0.4947
0.491
-0.2189
0.8508
-1.5004
-0.4956
-1.155
0.3147
0.8281
-1.4197
0.5872
-0.0343
1.5033
0.2347
1.1461
-0.759
-0.5521
1.3043
-0.3289
-0.9377
-0.3387
-0.062
0.1758
-0.7682
0.1651
-0.6024
3.1734
-0.0927
-0.5447
1.8634
0.4119
-0.9095
-1.217
1.0977
-0.5157
0.5527
-0.3358
-0.638
-0.0814
-0.3025
1.0968
0.1557
1.874
1.1219
-0.2104
-1.2894
-1.8135
0.9083
-0.0165
-0.4067
-0.2325
-1.1404
0.0284
0.5653
0.6606
0.2243
0.3076
0.2032
-0.7803
0.9397
-0.6908
0.3352
-0.6611
0.0216
-0.174
-0.1641
0.2302
0.644
-0.2128
1.5811
-1.0095
-0.3044
-1.5812
-1.6242
0.1133
-0.1104
-0.8218
0.0242
0.266
0.0139
1.2529
1.2744
-0.1834
-0.0206
-0.9882
-1.7273
-0.2093
0.8826
0.7836
0.9318
1.0471
0.6596
-0.6045
-0.9836
0.7601
0.7146
-0.2103
-0.1595
0.2918
-0.5272
0.1272
0.4989
-0.6041
-2.4655
-0.1531
0.659
-0.0026
0.161
-0.5306
0.0884
0.4559
0.3002
1.4291
-0.2003
-1.8964
0.1406
-1.861
-1.2241
0.2129
-0.5885
0.8303
-0.5442
0.0745
0.7211
-1.3524
-0.6884
-0.4666
-0.5882
-1.1444
-0.245
0.1269
0.4512
0.2439
0.8738
-0.931
1.0539
0.2546
-0.818
-1.887
-0.3763
-0.534
0.7645
-0.0874
-0.9437
-0.0096
-0.5445
-0.8207
-0.0545
-0.3259
0.1042
-0.6157
0.6527
0.8214
-0.3425
0.336
-0.4695
0.2249
-0.2694
-0.5099
0.522
1.0481
0.5969
-0.1609
-0.8735
-1.4926
-1.4398
1.0643
0.9197
-0.5634
-0.6546
1.2753
-0.1288
-0.3813
-1.4287
-0.7381
-0.4206
0.3703
0.4635
0.0333
1.3115
0.1613
-0.1961
-0.4302
-1.1312
-0.5281
0.1098
-1.0804
-0.5802
-0.099
-0.1008
0.4687
-0.4361
0.3915
-1.0386
0.003
-0.1432
1.0551
0.1054
1.2194
0.265
-0.3705
0.1335
-0.063
0.9925
0.0046
0.1525
-0.3366
0.5698
1.0854
-0.0972
-1.8062
-1.5654
-0.0824
0.6207
0.1141
0.3134
0.389
0.3767
0.8488
-0.083
0.543
-0.0545
0.097
0.7689
0.799
-0.4917
0.2502
0.7357
0.6688
0.5549
0.0984
0.4049
0.3144
-0.1372
0.5186
2.081
1.2941
0.2239
-0.6498
-1.6546
-0.072
-0.2972
-0.3203
-0.163
0.2809
-0.0543
-0.4044
0.1862
0.472
1.2565
0.7419
0.3635
0.2943
0.4611
0.654
0.1162
0.0762
-0.9249
1.0183
0.5181
0.9806
-1.8904
-0.0008
-2.1918
1.0685
-0.348
0.0002
-1.2214
-0.0679
-0.6248
0.6706
-0.9904
1.5113
0.4757
0.1907
-0.5869
0.0017
0.0615
-0.1578
0.8854
0.687
0.6647
1.3294
-0.01
-0.2918
0.268
-0.9635
0.2795
0.7643
-1.1231
-0.7913
0.8993
0.2735
0.6955
-1.0155
-0.3702
-0.016
0.2757
0.1899
0.2012
0.0054
-2.7544
-0.1502
-0.8664
0.2286
0.5784
0.1989
2.4293
7.059
1.4547
114.6
0
606
83.19
MASTECTOMY
Breast Cancer
Breast Mixed Ductal and Lobular Carcinoma
Moderate
0
LumB
1
Positve
Positive
2
NEUTRAL
Negative
Mixed
1
Post
3
Right
0
3.036
MDLC
Negative
0
ER+/HER2- High Prolif
18
1
Died of Disease
0.2768
0.1443
-1.2677
-0.6345
0.8066
1.0811
1.3425
0.5831
-0.568
-0.1862
-0.3158
-1.1969
1.9525
0.2398
-2.0068
0.9836
-0.3711
-0.1833
0.5856
-1.1799
0.4315
-0.1648
0.2749
-0.6474
-0.8387
0.6503
-0.3882
-0.6369
-0.5136
0.7821
-1.5817
1.1761
-0.416
-0.0858
-0.7296
0.23
0.1959
1.4388
1.3574
-0.8409
-0.2409
0.5941
-0.5308
-0.7905
0.1637
-1.166
-0.0098
-0.6364
-0.9165
0.2326
-0.628
0.7286
-0.4301
-0.4066
-0.1059
0.9472
-0.2126
-0.4855
0.2046
1.6762
0.39
0.0549
-0.1809
0.2631
0.1572
-0.0395
-0.2777
-0.8649
-0.1538
0.143
0.2568
0.5257
1.5408
-0.7462
-2.4878
-0.315
0.7908
-1.1554
0.1763
-0.8609
0.4389
-1.368
-0.327
1.5372
-1.0609
-0.9836
0.0019
1.0658
0.5725
-0.4664
-1.755
-0.514
0.0448
0.3186
-0.3715
0.8802
1.3072
0.0998
-1.0822
-0.5335
-0.4007
-0.4597
-1.5305
-0.4617
-1.2867
1.0501
-0.5926
0.058
0.8974
-0.0189
0.1363
-1.8681
0.0541
-0.7677
-0.0956
-0.4806
-1.1159
0.5081
0.9106
0.9094
-0.2513
0.8368
1.1245
0.1568
0.0654
-1.5454
0.1573
-0.2295
1.4515
-0.4685
-1.3912
-0.2436
-3.1809
1.5372
-0.2292
-0.6123
0.9746
-0.7175
1.5997
1.1093
1.5745
-0.2334
-0.0935
1.0344
0.6971
-0.9789
0.0279
2.4818
-1.1698
-0.6554
-1.039
-0.3386
-0.5796
0.7507
-0.494
-1.2338
-0.9974
0.3294
-0.491
-1.3116
0.4358
-0.1564
-0.1362
-0.4884
-0.3768
-1.1395
-1.6124
0.0248
0.1333
-0.5043
-0.5453
2.8718
-0.0255
-0.678
0.5
0.58
2.3932
0.7098
0.7335
4.0633
-0.7887
-0.4611
-1.1077
-0.1105
0.7789
-0.8267
-0.3766
0.689
0.1715
-1.1402
-1.1909
-0.403
0.2802
0.2682
-0.3354
-0.1518
-1.2556
1.369
0.5378
0.0377
-0.5232
1.2872
-0.7969
-0.6782
-0.9596
0.3085
0.4379
-0.7909
-0.7139
-1.9776
-0.8641
-0.5978
-0.8019
-0.486
-1.2562
-0.6038
0.2748
-0.6065
-1.0125
0.0272
-0.8693
-0.5422
-1.2062
-0.6404
0.7061
-1.48
1.7252
-0.2943
0.4229
-0.573
-1.2385
-1.3258
-0.4375
1.1599
-0.9605
-0.3131
-1.2092
-1.4617
-0.471
-1.2396
0.5591
-0.4353
-0.7804
-0.187
0.6144
-0.7606
-0.9119
-1.1116
0.6272
-0.3313
-1.5834
-0.6939
-0.0287
0.8723
-0.3727
0.6282
0.2912
-0.9415
-0.4712
0.695
0.833
-0.6108
-1.0644
-0.4433
-0.4437
-0.6081
-0.877
-0.2074
-0.2365
-1.0522
-0.2428
-0.8809
-0.1794
-0.934
-0.0955
2.2393
-0.634
-0.7633
-1.9028
0.6007
1.114
-0.6274
-0.5271
0.2707
0.7784
-1.0125
-0.565
-0.4787
-0.9128
0.4981
-0.8518
0.0164
-0.764
-0.8602
-1.4091
-0.3371
0.2128
-1.9662
0.4096
-0.1473
-0.112
-0.3309
-1.0944
-1.6045
-0.3308
1.5177
-0.4839
0.0216
-0.8419
-0.9217
-0.1787
-0.1732
-1.4172
0.1363
-0.1229
-1.276
-0.6948
-0.2963
-0.1521
0.8952
-0.0408
-1.0001
-2.0394
0.2521
0.6108
-2.2447
-0.4146
0.3481
-0.5963
0.5485
0.8863
0.1204
-0.0946
-0.582
0.3927
0.4411
-0.5992
-0.3499
-1.092
0.2599
1.2143
-0.2271
-0.9155
-0.615
-0.9469
-0.5006
0.1283
-1.4319
-0.5139
-0.6566
0.142
-0.6415
0.5402
1.266
-0.0724
-0.2533
-0.7493
-1.0915
-1.11
-0.37
-0.6824
-0.2985
0.2434
-0.4956
-0.4157
0.5901
-0.1864
-0.1643
-0.3579
-0.5354
0.5354
-0.3185
-1.8357
-0.5511
1.5938
0.7883
-0.9733
-0.8362
-1.1587
-1.0669
0.4196
-0.9682
-0.7638
0.795
0.6216
0.7101
-0.1725
0.4396
0.4472
-1.449
-1.2666
-0.813
-1.1831
-0.0561
0.9354
-0.5448
0.6264
-0.1821
-0.513
-0.7875
0.5921
-0.1748
0.4188
-0.79
0.6534
0.1335
-0.6964
0.2487
0.0464
-0.5886
1.043
-0.0457
-0.9815
-1.1727
-0.4356
-0.8929
0.2334
-0.6443
-1.4157
-0.0953
-1.6044
-0.6885
-0.3241
-1.1951
-0.724
0.439
-0.0587
-0.1027
0.262
1.3329
-0.9238
-1.8036
-1.0517
-1.8208
-0.2864
-0.3464
-0.0039
-0.735
0.8647
0.0049
-0.9588
-0.1286
1.0424
-0.5651
-0.5274
-1.2689
-0.7511
0.064
-1.0432
0.4501
0.1807
-0.2947
0.3996
-0.0117
0.2049
-0.8465
0.0089
-0.4178
0.1401
1.4387
0.0482
-0.0776
-0.7515
-1.1796
-0.8301
-1.1303
0.3046
-0.9181
-1.0693
0.0299
-0.9747
-0.0119
-0.3902
0.0681
3.3463
0.2804
0.5936
0.4918
0.2525
-1.0025
-0.0522
-0.4359
1.9795
1.2078
0.5281
0.7945
0.0602
0.3594
-0.0886
27.466667
1
607
53.1
null
Breast Cancer
Breast Invasive Ductal Carcinoma
Moderate
1
LumA
1
Positve
Positive
3
GAIN
Negative
Ductal/NST
1
Post
4ER+
Left
2
5.06
IDC
Positive
1
ER+/HER2- High Prolif
30
2
Living
-0.2611
-0.7291
-0.4723
-0.661
0.5847
-0.0412
1.5995
0.3847
0.5812
-1.8182
0.3462
-0.1607
1.0341
-0.0437
0.1266
0.459
0.5103
0.7716
0.3338
0.9937
0.1834
0.1422
0.5368
0.1664
0.3571
0.1769
0.274
-0.6367
-0.4072
-0.7249
-0.0155
-0.6149
0.3178
-0.4116
-0.9904
1.1182
-1.1433
-1.095
-0.5139
-0.0939
0.618
1.6456
0.1334
-0.027
-0.2827
-0.2041
0.0058
0.8285
0.571
0.1511
-0.5947
0.2601
-0.196
-0.7447
-0.1572
-0.7058
-0.1494
-0.1846
-0.6348
-0.8525
-0.1148
-0.411
0.9036
-0.1238
0.126
0.4984
0.26
-1.2724
-0.3534
-0.7641
-1.1752
0.4877
0.887
-0.0589
-0.5154
0.9758
0.2236
-0.3097
-0.8383
-1.0161
-0.6796
-0.1676
0.2779
0.2955
-0.5754
0.4031
-0.2903
-0.4409
-0.5527
-1.7199
-1.3081
0.0934
-1.4028
-1.0742
-0.0697
0.8055
0.1087
0.7251
1.5047
-0.9227
0.6983
-0.5347
-0.3495
-0.2212
-0.8881
0.563
-0.3839
0.5054
-0.2302
0.3431
-0.4421
0.0493
0.6612
0.423
-0.0202
0.1874
1.8332
-0.7286
-0.8758
0.2234
-0.0231
-0.5481
-0.0178
0.2504
-0.9189
-0.4599
-0.3401
-1.925
0.0232
0.1421
0.4528
-0.0447
-0.5701
-0.9035
0.078
0.5548
0.6371
-0.0793
1.6917
0.0099
2.3268
0.6277
-0.0081
-0.0651
1.0179
-0.8248
0.8309
-0.9995
0.3953
0.9254
-0.4811
0.1428
0.281
0.2686
-0.0759
-1.168
0.6853
0.6288
-0.0762
0.2084
0.5108
0.739
0.1425
1.6661
0.1226
0.765
1.4154
-0.4981
-0.9796
1.0591
-0.0766
-0.127
0.1315
0.7732
-0.6014
-0.0082
-0.115
1.1204
-0.3806
0.5312
-0.2041
-0.1585
0.5171
-0.6352
0.0108
-0.8297
-1.3994
-0.254
0.1233
0.1962
-0.7976
-2.0701
0.2919
0.2823
-0.6555
0.9683
-0.1035
-0.4121
-0.4342
0.7296
-0.2965
-0.0407
-0.7045
0.6801
1.8104
0.5569
-0.0053
-0.45
-0.7711
-1.5897
1.114
0.7213
1.6449
1.1602
0.2495
-0.8563
-0.1686
-0.1644
-0.3298
0.2302
2.0236
-0.2483
1.8682
0.5194
-0.8383
0.7482
0.5799
-0.692
-0.4655
0.6144
0.0836
1.0511
0.2896
0.0691
0.3044
-0.5319
0.5344
1.1757
-0.085
-1.6859
0.112
-0.7997
0.6335
-0.4468
0.7488
0.9923
0.4166
0.0618
0.0205
-0.3123
-0.9845
-0.3152
0.6614
1.0719
1.5392
-0.7987
0.0399
0.1419
-0.5754
-0.0098
-0.5999
-0.1434
0.1991
-1.1922
0.4067
0.247
0.2931
0.6589
1.1317
0.1021
-1.4478
-1.2988
-1.1166
-0.2045
-0.4796
0.7268
-0.0227
0.8994
0.2962
1.0244
-0.4977
-0.485
0.4103
1.0267
-0.2807
-0.8569
-0.4829
-0.7331
-0.248
0.0535
1.2455
0.3485
-0.1848
-0.1423
0.8262
-0.7132
-0.8248
0.3534
0.0389
0.0516
-0.302
-0.4083
0.2643
-0.8708
-0.374
-0.62
-0.0575
0.5827
0.9979
-0.1341
-1.3207
0.0274
-0.39
-1.614
0.1606
-0.3655
-0.8751
0.136
-1.5429
-0.0081
1.0994
-0.8709
-0.6201
0.2361
-0.4944
-0.72
0.8552
0.0294
-1.1528
-1.2127
-1.3568
0.1698
-0.7361
0.9023
1.4046
0.5895
-1.4372
-0.9875
-0.5425
0.361
0.5726
0.0528
0.75
-0.492
0.2613
-0.2862
-0.2298
0.5988
-0.1191
-0.7068
0.201
0.1508
-0.885
-0.4079
-0.5551
0.2373
1.5804
-0.0414
1.0803
0.4586
-0.1499
0.2366
1.1225
-0.591
-0.3094
0.3513
-1.2571
-0.3372
-0.666
-0.325
-2.0006
0.9098
-0.5861
-1.035
0.5597
-1.2526
2.3044
0.0045
-0.4985
0.3552
0.8401
-1.65
0.4734
0.8065
-0.2161
-0.0242
-0.4322
-0.1632
0.2288
-0.15
0.0058
-0.1944
-0.1312
-0.1882
-0.4582
-1.0932
0.9212
-1.5966
-0.1266
0.5118
0.8786
-0.5685
2.2497
0.135
-0.4988
2.2638
-0.3675
0.4603
1.2162
1.2355
0.219
0.2244
0.0797
1.7159
0.0805
0.9017
0.9535
0.1947
-0.2899
-0.5631
0.9983
0.3492
-0.2497
-0.6641
-0.5884
0.1882
-0.3443
0.0557
-0.8255
0.49
-0.0424
0.291
0.2724
-1.6634
0.6392
0.0507
0.2427
0.885
0.7888
-0.1986
0.2884
0.0171
1.236
-0.0983
-1.0258
-0.4026
-0.6242
-0.3868
-0.4809
-0.3554
0.2547
0.7292
-0.108
-0.1198
1.4066
1.5062
-0.0215
0.3055
-0.5884
-1.503
-0.8107
0.6382
-1.172
-0.5881
0.2471
0.335
-0.1909
0.4535
-0.8726
-0.235
-0.1949
0.9092
-0.7323
-0.1686
-0.3972
1.4313
0.8445
-0.3037
0.549
-0.7867
0.0333
0.9722
-0.0578
0.2917
-0.1595
-1.9272
0.221
-0.207
0.4683
87.833333
0
608
76.81
MASTECTOMY
Breast Cancer
Breast Invasive Ductal Carcinoma
High
0
claudin-low
1
Negative
Negative
3
NEUTRAL
Negative
Medullary
0
Post
10
Right
5
6.05
IDC
Negative
1
ER-/HER2-
25
2
Died of Other Causes
1.6641
1.173
-0.3113
-1.2809
0.393
0.4139
-0.5524
1.9911
-1.2798
-1.2732
0.2173
-0.4547
-0.5123
-1.7385
0.5319
0.648
0.7836
0.1093
-0.4784
1.3033
0.0723
-0.065
-0.5177
6.1988
1.0358
0.4637
0.9129
-1.1636
0.1943
0.2667
-0.4457
2.1085
1.4023
-1.0365
-1.3323
0.8118
1.4218
0.9918
-0.7437
1.0338
1.1253
1.2222
2.2508
0.9747
-0.1194
0.2546
0.0401
0.7461
-0.4179
0.5028
-1.2568
1.6845
-0.7538
-0.4416
-0.6216
-1.5323
0.2375
3.1661
0.3275
-1.0359
-0.07
-1.2176
0.5739
1.0249
1.0924
2.979
0.2016
-0.4198
-1.3021
0.023
-1.9757
1.3961
0.185
2.361
-0.9188
-0.6874
0.0971
-1.0628
-1.5322
0.1057
0.4948
-0.2172
4.2344
-1.5627
0.7342
-1.4997
-1.0505
-1.1572
1.32
0.1443
-0.4129
0.3932
1.1082
-1.2905
-0.2254
0.5245
0.3354
2.1733
1.715
2.7825
0.9498
-0.7115
0.4208
-1.0169
-3.2302
-0.2772
-0.9025
-0.137
-0.2878
-1.0597
-1.4957
-0.1827
-0.5958
-1.5124
-1.1984
0.6974
-0.0974
-0.6764
0.7004
2.7311
0.2974
0.0862
-1.9004
-0.644
1.0707
1.8781
3.8052
-2.0433
-1.2514
-0.8217
2.5859
-0.2698
0.1061
-0.9381
-1.971
-1.4096
3.4461
1.0985
-0.5191
-0.1465
0.4276
0.2732
1.15
1.3008
1.0635
1.6308
-0.2521
0.6157
-0.6905
-0.5499
0.1325
-0.4127
0.0883
0.0118
0.3816
-0.5938
-0.0082
-1.1443
2.1822
1.697
-0.3733
1.0315
-0.4624
1.1709
-0.2432
0.7454
1.2261
-0.4216
4.1856
-0.0313
0.6685
0.7705
-0.3077
-0.7161
-1.5871
-0.8478
0.3308
0.5567
-1.2847
-0.4512
1.682
-1.1088
0.5886
3.2936
1.0086
0.2327
1.3458
-1.0549
0.2506
-1.3707
0.5488
0.1644
0.3214
1.0051
-1.2388
1.0512
-2.1976
0.5339
0.0049
-0.1406
0.2961
-0.4546
1.0343
0.6659
0.1264
-0.9687
-1.1569
4.0157
0.5687
1.4226
-1.7001
-0.374
-1.2189
0.0643
-0.1168
0.0942
-0.722
3.3704
-0.7209
-0.0558
-0.4273
0.4914
-0.82
1.4045
0.6299
-0.4132
0.0196
-0.9912
-0.8654
-0.9889
0.4364
-0.383
-1.2803
0.2652
-0.058
-1.0069
-1.5804
-0.2387
0.6387
-0.7608
-3.6281
-0.1811
0.1327
0.2824
1.0966
-0.9504
1.6186
-1.1978
-0.6874
-1.1604
0.8784
-0.9544
-0.6025
1.2011
-0.5811
-1.4848
-0.7018
-0.232
2.1559
0.0225
-1.1707
0.0484
0.032
-0.9348
0.7918
0.3673
-0.998
0.1994
-0.3978
-1.0703
-0.7436
-0.3875
1.1546
-0.1658
-0.8009
-1.0787
0.3009
0.5751
0.6629
-0.1424
-2.5867
-0.9722
-1.7056
-1.244
-1.5071
0.7998
-1.079
1.6633
-0.9288
-1.8999
0.6691
0.0316
2.7918
0.0225
-0.4822
-0.7058
-0.7679
1.0782
0.0218
0.4593
2.5893
-2.1819
-1.5497
-1.6123
1.7353
-0.5842
-0.0121
0.2675
0.3767
-1.6097
0.1704
0.4756
1.3371
-0.4209
-2.8475
-1.4013
-0.2058
-0.9383
-0.6896
0.1984
-0.7866
0.5624
0.58
-0.3718
-1.0794
-0.4924
0.1517
-1.1044
-0.4069
1.5005
0.7425
-0.1828
1.6313
-0.708
-0.7785
-0.1201
0.0498
1.6634
-1.0721
-1.0487
0.9702
0.2187
-1.5862
-0.6236
-0.1824
-2.8587
0.854
0.4565
0.3273
1.8374
0.415
-1.8301
-0.697
0.0698
0.0986
-1.6749
0.2128
1.3128
-1.4875
2.3279
-1.0401
-1.8844
-0.4969
-0.2373
0.1943
1.5084
-0.4071
1.708
1.2044
-0.7018
0.0284
-0.8237
-1.2709
0.2612
-0.783
-1.635
-0.5716
0.3965
0.4197
0.2871
0.1599
0.5819
-0.774
-1.2792
-0.4699
-0.5413
0.0639
-1.2908
-0.2714
-0.93
-0.7603
0.0777
0.2792
-0.8482
1.1692
-0.3299
-1.9976
-1.6107
-0.3347
-0.0988
-0.982
-0.3014
1.9923
-0.8373
-1.3419
-0.3788
1.878
-0.1488
1.0677
-1.4106
-0.7542
-0.2869
0.4561
-0.9397
-1.1728
-0.3938
-0.5253
1.3574
-0.6036
2.1892
0.8616
-0.2257
-0.6324
-0.8111
-0.6494
0.7797
0.0027
-0.5992
0.496
0.4043
1.2433
1.3844
1.1847
-0.4965
-2.0852
-0.0479
0.3142
2.5774
-0.7803
-1.3253
0.1288
-0.1656
-1.3872
-1.4507
-0.5898
-0.3307
-0.7313
0.2311
1.0207
-1.1748
1.4799
0.1761
0.5023
-0.0006
-0.3204
-0.618
-0.8416
-0.5443
-0.2427
-0.7608
1.5938
0.1522
2.0232
-0.3906
1.1435
0.2063
0.2425
-1.0743
-0.5684
-1.3906
-0.9213
2.0534
-0.4944
-2.2715
1.1619
1.1267
-1.9125
1.7944
-0.3918
-0.3046
-1.5124
-1.7819
1.823
5.6212
-0.6733
-0.4665
0.3012
0.481
-0.177
63.966667
1
609
51.15
MASTECTOMY
Breast Cancer
Breast Invasive Ductal Carcinoma
High
1
LumA
1
Positve
Positive
2
NEUTRAL
Negative
Ductal/NST
1
Post
8
Left
2
4.028
IDC
Negative
0
ER+/HER2- High Prolif
14
2
Died of Disease
-1.1397
-0.3187
0.8847
0.9424
-0.1358
0.9043
2.0391
-0.9291
-0.0139
1.2103
1.3234
-0.2013
-0.2108
0.2836
-0.4858
0.2338
-0.003
0.8209
-0.7787
-1.6494
1.0614
-0.4833
1.2878
2.8064
0.2279
0.4071
-0.5091
-0.6553
-0.7329
0.4798
-0.034
-0.2033
-0.2836
-0.0792
0.4746
-0.3549
0.7635
-0.2044
1.2989
-0.6419
-0.8279
0.0046
1.3515
-0.0568
3.5501
-1.9008
-0.0441
0.4023
-0.5602
0.1331
-0.3649
0.1215
-0.1976
-0.8845
0.5514
0.2959
-0.3243
0.0526
-0.4836
-0.4187
-0.2107
-1.0016
1.0172
1.1841
0.0624
-0.075
-0.2153
0.0717
0.39
0.3199
-0.7438
1.6565
-1.0499
-0.0836
0.1008
-1.0663
0.809
0.5881
0.1786
1.0735
-0.1946
-0.2107
0.4507
-0.9928
0.0126
0.273
0.2866
-0.7643
0.2565
-0.0872
-0.9554
-1.4085
-0.3722
0.1289
0.3437
1.8835
0.3559
0.4982
-0.0508
-0.9271
-0.9207
-0.426
-0.2144
-0.5455
-0.1702
-0.8115
-0.4522
-0.2032
-0.6601
0.4092
-0.724
0.1241
-0.2844
-0.5199
1.6621
-1.0319
-0.0223
-0.4264
0.0654
1.9966
0.5655
3.1695
0.6771
-0.3388
-0.1443
0.3642
-0.3997
0.3207
0.4242
-0.2698
0.1673
-0.5016
1.9946
-0.9368
-0.3445
-0.1315
0.1457
1.7456
0.6545
-2.175
0.2035
0.26
-0.6851
-0.2369
-0.4271
1.008
1.2139
1.0102
-1.4107
-0.5119
1.8233
0.2755
-0.2375
0.8639
-0.716
-0.0664
-0.5679
0.789
1.1331
-1.0495
-0.3701
0.8538
-0.1223
-0.4114
-0.4123
0.4582
0.4684
0.2089
-0.2195
-0.3345
0.077
-0.5866
-0.6681
-0.4159
-0.7735
-0.1355
-1.5726
0.0887
-0.0857
-0.1742
-0.044
-0.2558
0.543
0.0658
0.5918
-0.9687
-0.4477
0.2183
0.2372
-0.6561
-1.2411
0.3244
-1.523
-0.6454
-0.6985
2.6187
-0.0071
-0.3421
0.6669
-0.5342
0.3049
1.0959
-0.1092
0.7908
-0.8509
1.4378
0.4905
0.1713
-0.3132
-0.1405
1.9673
1.468
1.1838
2.2465
0.5732
-0.4988
-0.3859
0.7229
0.2812
0.0133
-0.079
-0.0007
0.4848
0.2107
0.0924
-0.3639
1.0506
1.059
-0.0118
0.6869
-0.8435
-0.8256
-0.0825
0.8103
-0.1389
-1.0317
0.8221
0.8547
-0.5097
-0.066
-0.4358
0.2662
-0.8777
-1.0274
0.4695
-0.5233
-1.0045
-0.3175
-0.6207
0.9256
1.6783
-0.6154
-0.2029
2.2555
2.5731
0.5761
0.2371
-0.8613
0.2748
0.5547
-0.4755
-0.7838
-0.408
0.4967
-0.0191
-0.0992
0.5957
0.6568
-0.2471
-0.7243
-1.0619
1.0159
-0.4548
1.5722
0.3117
0.2367
2.1447
0.8303
0.0901
0.7254
0.6962
-0.4577
0.195
-1.7926
0.7156
-0.2538
-0.1737
1.0341
-0.1792
0.7482
0.0841
-0.1417
-0.0206
-0.76
0.6581
0.9721
0.2979
-0.8973
-0.0559
0.1404
-1.1773
-0.4253
0.2705
0.6982
-0.2921
-0.1326
0.1637
0.2036
-0.1008
-0.612
-1.3797
-0.0805
1.2151
0.2336
-0.1254
0.0454
-0.6978
-0.8563
0.2206
1.018
0.3734
-1.0927
-0.5136
-0.0737
-0.4667
0.0011
0.1522
-1.0562
0.1238
-0.5419
-0.438
-0.5148
-0.6033
0.2272
2.1127
1.7155
1.8304
-0.1644
0.7655
0.2646
1.9698
0.5773
-0.473
-0.9867
-0.1979
0.7763
-0.3279
0.9287
-0.3978
-0.8393
-0.0968
1.4436
-0.4547
-0.4512
-0.8271
0.7731
0.3926
0.0331
0.6248
-0.0104
0.4817
-1.0962
-0.8936
0.3321
0.0421
-0.1075
0.4652
1.1016
-0.7361
-0.0646
-0.4485
0.9488
0.7556
0.2575
0.0288
1.4306
1.0327
0.0006
0.9135
1.6132
-1.1301
-0.3114
-0.1373
-1.0822
-0.2166
0.1199
-2.1702
0.1556
-1.5264
0.3758
0.4963
0.1103
-0.7947
-0.7809
-0.9309
0.0543
-0.1065
-0.4045
0.1457
-0.6054
0.8776
-0.5046
0.7231
1.3377
1.0224
0.0905
0.2965
-1.1808
-1.3034
-0.6189
-0.1814
-0.9434
1.3241
-0.3471
-0.0057
-0.3496
-0.4853
-1.0264
-0.781
0.6307
0.0593
1.4383
-0.2206
-0.8765
1.5468
1.2321
0.3761
-0.2754
-0.9891
0.5428
-0.9681
-0.7418
-0.7287
0.2181
0.1446
-0.4203
-0.469
0.6519
0.9113
-0.6886
-0.8299
0.0332
1.0734
-0.5378
1.6076
-0.7072
-0.258
-0.681
2.4747
-0.5154
1.4393
0.4385
-0.1546
-0.3598
1.287
-0.2791
-1.5634
-0.1351
-0.4102
-0.9117
1.1655
0.2241
0.7577
0.2048
1.4898
0.2382
0.4557
-0.4956
1.162
-0.6761
-0.3779
0.8396
-0.7557
1.9721
-0.4633
0.0718
1.2221
0.0123
-0.1342
-0.004
0.1431
-1.3145
0.4861
-0.8463
-0.6315
0.0325
-0.1661
-0.0908
-0.5463
98.7
1
610
71.3
MASTECTOMY
Breast Cancer
Breast Invasive Ductal Carcinoma
High
0
claudin-low
1
Positve
Positive
2
NEUTRAL
Negative
Ductal/NST
1
Post
4ER+
Right
2
4.036
IDC
Negative
1
ER+/HER2- Low Prolif
18
2
Living
-1.3701
2.6778
0.4104
-0.6348
-0.1379
-0.5339
0.1809
-0.0486
-0.0054
-2.2208
-0.0101
-0.8102
0.4641
-1.2957
-1.2055
-0.9247
-1.5772
-0.0855
0.9269
-0.8301
0.8962
0.685
0.3091
-0.2332
-1.6745
-1.898
-0.2677
0.1124
-0.5351
-0.7919
-0.9434
0.6481
2.0933
0.3528
0.7706
-0.9627
0.7098
-0.4782
0.6101
-0.8316
-0.3318
0.9807
1.2453
1.9265
-0.1703
0.1385
0.0662
1.6654
1.5251
1.314
0.7097
1.1567
0.4025
0.7823
-0.256
-0.2295
0.1671
0.3934
-2.1692
0.1816
-0.1747
-0.6797
-0.232
-1.0933
-0.5231
-0.7386
-0.7922
1.2525
-0.1805
-0.0996
0.0677
0.4267
0.4316
1.0544
0.4178
-2.387
-1.1766
-1.38
-1.3257
0.8121
-1.2498
-0.601
0.4809
-0.8608
-0.7972
0.6355
0.6442
-0.3898
-0.0151
0.099
0.6263
-2.1651
-1.1107
0.3798
-0.8514
0.0505
-0.1566
0.2532
2.6617
4.4327
1.2739
-1.6047
-0.8126
-1.0852
-1.1638
0.8353
-0.0324
-0.2652
-0.2611
0.002
-1.0614
0.5054
-0.7999
-1.0127
-1.4801
-1.1395
-1.3318
-0.998
0.8117
0.5621
-0.7429
-0.4023
0.5792
0.2429
-0.3021
3.5496
0.445
-0.3074
0.9376
-0.4935
2.7236
-0.2462
0.1123
0.666
-1.2845
-0.3734
-0.9129
0.4709
-1.1681
1.722
0.0519
-1.0733
-0.6128
0.3356
0.1811
-0.748
1.3799
0.869
-0.1962
0.0813
1.345
-0.7192
-0.3204
-0.9785
-1.3587
0.0296
0.122
0.5826
0.5218
0.3848
1.6488
-0.4158
-0.8327
1.679
1.1922
2.3122
-0.7839
0.5243
0.0921
-0.8537
-0.5194
0.064
-1.626
-0.0658
-1.0871
0.0746
0.8043
1.2706
1.7363
0.8685
-0.6927
-0.4105
0.1167
0.7888
1.9027
-0.3181
0.5679
-0.5984
-0.1865
-1.774
0.5748
0.3464
-1.283
0.7577
-0.2849
-0.6134
0.0597
1.2398
1.301
1.107
-0.2306
0.1128
-0.2232
-1.2641
-0.5496
-0.8619
0.3585
-0.626
-0.3046
-0.752
-1.3965
-1.8103
1.2319
0.4406
2.9305
-0.8502
-0.9234
-0.5039
1.2742
-0.5759
0.9576
-0.0273
-1.1087
0.0941
0.9265
-1.087
-0.0567
-1.3675
-2.0535
-1.6162
-1.3388
-0.9678
0.2918
0.6373
-0.4146
-1.1769
-0.472
-0.2581
1.7817
0.5565
-1.504
0.2878
-0.314
0.0206
-0.3764
-0.0601
-1.7951
-1.0033
0.1138
0.3287
-1.1541
0.9336
-2.1978
0.4435
-0.3741
0.7779
1.3184
-0.8432
0.8621
1.0048
0.3485
-0.5023
-0.3439
-0.7592
0.7057
-0.6286
1.3891
-0.2699
0.7743
-0.5466
-1.3199
-0.3013
-0.956
0.4254
0.5618
-0.5657
0.9532
0.837
-1.0361
1.5816
0.5047
-0.8173
-0.6426
-0.1829
-0.5491
1.8791
2.7584
-0.1741
-0.672
-0.3837
0.1159
1.0571
-0.7375
-0.485
0.3688
-0.0058
-0.9288
2.1701
-0.9603
1.9772
-1.1962
-1.0712
-0.5286
-1.0833
0.6021
0.0112
0.2997
-1.1565
1.7636
1.2044
-2.2096
0.3762
-1.2028
0.3337
0.6931
0.8652
2.3126
1.5233
-1.2706
-2.3436
0.4141
1.4057
-0.5507
-0.1543
0.0596
1.4338
0.2728
-1.3392
-1.63
-2.4055
-0.5945
2.0226
-0.6142
0.9945
0.4379
0.0521
0.2649
0.5943
-0.1926
-2.8423
0.5375
-0.1682
-0.5036
-0.5269
-0.152
-0.4659
0.3091
0.542
-0.2587
-0.5879
0.1452
0.515
-0.7015
-0.6783
-1.9422
2.0607
1.5325
-0.8144
0.9621
-1.3094
-0.1005
-0.0677
-0.6255
-0.543
-0.0378
-0.0732
-1.0215
-0.6301
-0.481
0.108
1.6577
1.1393
-0.1761
-1.7633
1.2391
0.0539
-0.616
1.8294
0.7553
0.785
1.0698
1.5937
1.4643
0.5375
-1.1274
0.0633
0.8801
-0.1123
0.183
-1.1881
-1.688
-1.059
0.7338
0.7335
0.0149
-1.6149
-0.7935
0.1788
-0.1891
-0.4739
-0.29
-0.7415
0.5721
1.6093
-2.1793
2.2897
0.9502
-0.9952
0.2545
-0.4858
-0.034
-0.5671
0.4753
0.1005
-1.3364
1.0889
-1.0748
0.9055
-0.3211
0.5132
-0.5097
-0.4312
-0.4046
-0.4528
-0.1006
0.2347
-0.5208
-1.791
1.5224
-0.4493
-1.3074
-0.066
-1.0419
-1.7151
-1.2925
-0.4185
-0.3029
1.1924
-0.3768
1.2118
-0.7517
3.2174
0.797
0.9534
0.7182
-0.0203
-1.3386
-0.1655
-0.1525
-0.7002
-0.7339
1.1917
-0.095
-0.1467
-0.0106
-0.2549
0.9862
-0.3646
1.3544
-1.7068
0.5514
-0.3595
-1.0612
-0.0948
-0.213
-1.4648
1.8904
-0.6172
1.223
-1.9173
1.0526
0.613
-0.7632
-0.0824
0.4798
-0.4154
-1.344
-0.0477
-1.3721
-0.3766
-1.1707
-1.3655
-0.9708
0.8287
-0.568
-0.8995
-0.1377
-0.4194
-0.7119
76.7
0
611
75.65
MASTECTOMY
Breast Cancer
Breast Invasive Ductal Carcinoma
Low
0
LumB
1
Positve
Positive
3
GAIN
Negative
Ductal/NST
1
Post
9
Right
0
4.048
IDC
Positive
0
ER+/HER2- High Prolif
24
2
Living
-0.9576
-0.4493
1.0876
-0.9609
0.3676
0.0729
0.1032
1.402
0.1936
-1.3031
-0.5854
-0.6207
0.3658
0.0836
-0.5386
0.0591
-0.3477
0.2902
0.9113
0.2604
2.4134
0.4854
-0.3719
0.0213
0.2973
-0.0757
-0.445
-0.997
-0.844
-0.3222
0.0383
-0.2201
0.721
0.2928
-0.2094
0.8179
1.9082
1.1315
-1.88
-0.3794
-0.6284
0.5707
0.3517
0.9524
-0.8295
1.203
0.9935
-0.2884
1.9327
1.3499
1.0253
0.0295
-0.0523
-0.5628
0.4286
-1.3814
0.7883
-0.2208
0.2662
-0.6124
-0.1734
0.6773
-0.8879
0.6586
0.6518
-0.2891
-0.4094
-0.6844
-0.9919
0.2954
-0.5675
-0.8869
0.0475
0.364
-0.24
0.345
-1.0604
-0.2558
-1.5868
1.5079
-0.4857
0.2838
-1.2786
-0.4241
-1.0701
-0.5764
-1.4043
-1.6269
-0.0895
-0.7063
-0.8515
-0.974
-1.1164
0.6197
0.1247
1.5039
1.4793
-0.9254
-0.5465
1.1027
-0.537
0.6673
-1.131
-0.7671
-0.3398
0.8166
-0.3743
-0.5425
-0.3949
1.2253
0.5972
-0.2358
-0.8259
0.1025
-0.2699
-0.6778
-0.6211
-0.9241
-0.9803
0.0812
0.1053
-0.4283
-0.433
0.8962
-1.7678
0.9801
-0.2957
-1.7315
0.7099
0.1119
0.1211
0.1896
-0.2709
-0.564
0.0697
0.9148
0.7426
0.6621
0.5399
1.2823
0.181
-2.2086
-0.1521
0.5372
1.0531
0.5078
0.1065
-0.6211
-0.0449
-0.89
-0.1485
1.2124
-0.7115
0.6779
-0.5385
-0.6318
0.6532
-0.151
0.0703
1.6922
1.4681
-0.1066
0.7241
1.0029
2.276
-0.8048
0.4919
-1.0234
0.5448
0.6949
1.0971
1.459
0.53
0.2305
-0.7839
-0.6602
1.3338
1.0315
0.2376
0.0091
0.8583
0.8022
1.821
-0.8099
0.5175
0.0795
-0.3339
-0.406
-1.5738
-0.2851
0.7801
-1.6107
-0.2474
1.8086
-0.6211
1.012
-1.2723
-0.5268
-0.19
-0.9636
-0.835
-0.0655
0.0423
1.0506
0.2611
1.2169
-0.2523
0.1484
-0.1386
0.0463
-0.5897
-0.9083
0.979
0.2038
-0.2913
0.781
-1.2006
-0.6351
0.1877
0.8771
-1.9002
-0.5607
-0.4927
-0.6289
-0.2625
-1.3141
1.3068
-0.0691
0.0389
-0.2646
-1.085
-0.2338
-0.915
1.0779
-1.2695
0.3628
-0.7464
-0.8065
-0.4867
1.3525
-0.4037
-0.9002
0.0865
-0.9475
0.9604
-1.0631
-0.2636
-1.2896
-1.5509
0.5374
0.7782
-0.8119
-0.7445
-0.707
0.847
-1.22
-0.8491
0.0742
-0.3536
-0.0914
-0.5031
-1.8359
-0.2583
-0.0018
-0.1933
0.0332
-1.187
0.4028
0.4652
-0.4025
-2.0899
-0.4859
-0.1802
0.655
2.1954
3.2291
1.3569
-0.121
-0.4291
1.1517
0.1949
-0.9213
-0.4669
0.3482
-0.7771
-0.3145
-0.1748
0.0329
-1.466
-1.1876
-0.1266
0.0151
0.7423
0.5365
-1.367
-0.7433
0.4529
-1.2427
0.0946
0.8218
0.2899
-0.8821
-1.0853
-0.4727
0.6085
0.6092
-0.1468
-1.3234
-1.1203
-1.3485
-0.1906
0.9639
-0.8949
-1.3459
-0.96
0.6452
0.1742
-0.0385
-1.3545
0.6601
-0.1898
-0.3556
-1.4446
-1.2475
0.517
0.059
-0.2524
0.2485
0.1565
0.2697
-1.1885
-0.2272
4.7528
-0.7344
0.1458
0.1851
-0.718
-1.0648
-0.3757
-0.7169
-0.4123
-1.6844
-0.194
-0.9956
0.3606
-0.3696
-0.0778
0.2635
-0.4541
-0.3139
-0.7488
-0.232
-2.0478
-0.569
0.07
1.0282
1.0004
-0.7805
-0.9629
-0.109
0.5741
-0.6713
-0.8081
-1.0736
-0.2819
-1.3436
-1.0346
-0.2144
-1.0331
-0.5597
1.0106
-0.3483
0.9238
-0.3071
0.2553
0.8253
-0.8066
0.711
0.8816
-0.2989
1.3324
0.4403
-0.3956
0.2732
0.449
-0.2429
-0.826
0.0357
0.7213
-1.7184
-0.209
-2.1539
-0.5029
0.8122
-0.813
2.2291
2.5144
-0.0541
-0.8217
0.0208
-1.5918
-1.4007
-0.1178
0.0269
-0.9741
-0.1603
-0.6847
-1.0133
0.9538
-0.9712
-0.1209
-0.993
0.8908
-0.5557
0.5499
-0.2417
-0.9345
-0.7981
-1.4981
0.5635
-0.9876
-0.8348
-0.4183
0.7686
0.4548
4.4172
-0.5638
0.1531
0.5227
-0.6861
-0.258
-0.0044
-0.0739
-0.0756
-1.1153
-0.4775
-0.2543
-0.172
0.5549
-0.8307
-1.7117
-0.017
-0.0343
0.8185
-0.7309
1.1432
-1.7906
-0.1621
-0.1282
-0.4837
-1.138
0.9521
-0.0407
0.1163
1.9151
0.4826
-1.9442
0.9877
0.7516
1.5722
-0.2602
-0.7794
0.6739
-0.6607
0.6402
0.3085
0.7119
-0.5793
-0.6001
-1.1339
-1.0519
-0.2748
-0.7146
-0.5477
0.0228
0.654
1.0946
0.8445
-0.4919
-0.1048
-0.9331
0.8219
0.5414
-0.9807
0.4284
-0.5874
-0.167
0.855
-0.6346
104.533333
0
613
60.2
MASTECTOMY
Breast Cancer
Breast
Moderate
1
claudin-low
1
Negative
Negative
2
NEUTRAL
Negative
Other
0
Post
4ER-
Right
0
3.12
BREAST
Negative
1
ER-/HER2-
60
3
Living
-0.3115
1.7296
-1.5533
-2.0711
-1.609
0.5106
-0.3172
0.0717
0.8778
-1.4143
-0.1581
-0.685
0.7587
-0.5625
0.0772
0.564
0.1169
0.186
-1.1371
-0.3122
1.6215
-0.8465
-0.7703
-0.2213
0.5461
0.0676
0.1382
-0.6832
-0.4759
-0.133
-0.3344
1.9179
-0.075
0.8339
0.3574
-0.2197
1.8144
-0.5905
1.0707
0.2994
0.1824
1.3023
-1.3814
-0.5298
0.561
0.1518
0.282
0.7102
-0.7814
-0.4852
-0.5744
-0.1202
-0.058
-2.1154
-0.1314
-0.5097
0.3775
1.538
-0.115
-0.1802
-0.5105
0.2892
0.6137
-0.4462
-0.7638
0.1327
-0.2482
0.9399
-0.5556
0.7303
-1.0563
-1.8503
-0.4621
-0.0409
-0.4896
0.1881
-0.9713
-0.2756
1.6523
-1.786
0.5671
-0.3047
0.086
0.6734
-0.1438
0.8055
-1.2444
0.0602
0.2846
1.4841
0.0791
1.4342
-1.2645
1.336
0.579
0.8337
-0.8148
-0.1375
2.8176
-1.4422
-0.0113
-0.0572
1.3262
-0.5902
0.1109
0.2574
0.0587
0.9657
2.4395
-0.1063
-0.6238
-0.091
0.1005
-0.5142
0.3447
-0.3226
0.2737
0.7554
2.3109
0.9942
0.1445
-1.0435
-1.8398
-0.7225
0.7531
-1.3431
6.13
0.9581
-0.5492
-0.1093
-0.0453
-0.1549
-1.7811
-1.0231
-0.7796
-1.1857
1.9031
0.6251
0.0704
-1.5686
1.4484
2.2241
-0.1013
3.0343
3.0566
1.0648
0.9001
0.2176
2.6221
1.0004
-1.8923
0.6374
-0.2249
0.6692
-0.1252
-0.733
-1.4821
-1.7693
-0.8986
0.0918
4.9862
1.9912
1.143
4.0832
1.3235
-0.6397
-0.6387
1.5484
-0.4686
0.7568
2.3872
0.5687
0.3021
0.6228
-1.4529
-0.0001
-0.3583
0.3564
1.1637
6.0617
0.1386
0.8761
-0.5303
-0.6937
1.1382
0.0151
1.4097
-1.2053
-0.9262
-0.803
0.2909
0.4059
1.608
1.5004
0.0344
1.7067
-0.7579
-0.1595
0.7875
0.3817
-0.0109
-0.0692
0.6524
-0.3506
-0.1856
-1.1051
-0.8518
-0.5229
5.3523
1.0154
-0.2196
-0.5575
-1.064
1.9018
0.8152
0.4958
-0.1058
-0.214
-0.4674
-1.0551
-0.9228
1.1985
-1.1685
-1.363
3.3146
0.7275
0.5955
-0.557
-1.1433
4.4656
-0.2095
-0.0564
2.4439
0.8746
0.551
-0.4804
0.5988
-0.1362
0.8964
-1.4079
-2.3506
-0.6499
-0.0113
0.1789
0.7983
-0.3982
-1.0472
0.0247
0.3434
-1.0196
-0.4423
-0.1768
-0.3236
0.5035
1.3456
-0.7548
-0.3671
0.3714
1.0238
0.3013
-0.5214
0.7859
0.4361
-0.3042
1.8365
0.3666
0.18
-0.1879
1.7704
-1.2219
0.5452
-1.1318
0.5547
-0.2668
-1.288
-0.3165
0.5762
0.8348
-0.4897
0.6465
-1.8453
-0.8073
0.4796
1.2808
-1.2011
2.4241
0.5564
11.263
-0.8925
-0.9645
0.4313
-0.3361
0.277
0.5262
0.0598
0.2684
-0.9791
0.1019
-0.6631
3.7268
1.1213
0.9042
-1.0715
-0.2481
-1.8426
0.2849
-0.1658
0.9985
2.4655
-0.0663
-0.0116
1.2537
-1.9311
-1.211
-0.6206
0.7848
-1.0589
2.1834
-1.0732
-0.7608
-0.8014
-1.2224
0.5334
0.3636
-0.562
-0.6747
0.4924
1.5754
0.291
-0.109
-1.0557
-0.5667
0.8291
1.2835
-0.9425
-0.1263
1.6935
0.9025
0.724
-0.8652
0.085
2.8773
-0.3001
-0.1866
-0.5972
-0.6615
-0.2191
-0.4594
-0.3284
-0.3059
-0.457
0.4338
-0.8617
0.6497
-0.187
-1.5037
-0.4966
-0.2449
-1.2778
0.5721
-0.3765
0.5169
0.1193
0.4184
-0.1268
0.9345
0.9063
-1.8933
-0.3715
-0.587
-0.6339
-0.8077
-1.2117
0.178
1.4815
-1.0417
1.1525
1.4125
-0.8666
0.0137
4.2155
-0.8616
0.5933
0.3148
1.2409
-0.4961
-0.328
-0.0031
-0.6117
-0.3808
0.9536
-0.1731
2.5435
2.1971
0.9821
0.6374
-0.7636
-0.3812
0.6344
-1.0962
-0.1079
-1.4924
1.6118
-0.6598
-0.4356
-0.2372
-0.101
-1.2412
0.792
-1.8571
-1.3064
-0.7562
0.2949
-0.5759
-1.0312
-0.4067
1.884
-0.7489
-1.0627
0.961
-0.8724
-0.0259
-0.771
-1.3797
1.2436
0.2868
0.5661
1.5045
-0.1308
-0.7012
-0.5861
0.4276
0.5358
-0.1952
-1.3454
-0.0624
0.4223
0.1805
-0.1011
-1.0835
1.0453
-0.2744
0.5118
-1.137
0.5411
0.0028
-0.1333
-0.0485
0.407
-0.2627
-1.0798
0.6692
-0.8666
0.9987
0.4949
1.3075
0.6383
-1.6272
-0.5538
-0.8391
-1.768
0.0244
-0.0314
-0.1538
0.5538
1.6543
-0.6883
-1.6062
-0.5431
0.125
1.2025
0.7291
1.3759
-0.7234
0.0133
0.6464
1.26
-0.1172
1.8237
1.192
-0.4159
-0.1061
0.0418
-0.2696
-0.9766
-1.1039
-0.0764
-0.8883
0.836
48.8
0
614
48.99
MASTECTOMY
Breast Cancer
Breast Invasive Ductal Carcinoma
Moderate
1
LumA
1
Positve
Positive
3
NEUTRAL
Negative
Ductal/NST
1
Pre
6
Left
1
5.038
IDC
Positive
0
ER+/HER2- High Prolif
19
2
Living
-0.1995
-0.7395
0.1565
-0.4482
0.3725
0.2023
-2.1043
0.3938
1.7306
-1.7373
-0.6482
1.256
1.3346
-0.2522
-0.5718
-0.1056
-1.1598
0.5184
0.8801
-0.4564
-0.0737
-0.1314
-0.1634
-0.4719
0.7596
0.9981
-0.443
0.4529
0.3224
1.1794
0.2653
-0.3702
0.7297
0.0445
-0.2778
1.4429
0.7955
1.784
-0.124
0.8314
-0.4293
0.3181
0.5956
-0.185
-0.1391
0.8605
-1.0725
0.4049
0.1248
1.1481
-0.0089
0.1456
0.0128
-0.349
-0.6612
0.7914
-1.0203
-0.2123
-0.4174
0.0171
-1.1126
0.5728
-0.071
0.5834
0.46
0.3446
-0.3768
-0.0777
-0.4087
-0.6819
0.4641
-0.8751
1.0992
-0.2021
0.1205
-0.6947
-0.2278
-1.3579
0.1619
-0.6856
-0.6599
-1.1294
0.5305
0.2811
-0.687
0.6112
-1.5916
-0.3444
-0.505
0.0953
-0.4081
-1.1375
0.9623
-0.8003
0.2358
0.8551
0.1415
0.8503
0.9481
-1.3198
0.2839
0.6165
-0.0341
0.1426
0.1474
-0.444
-0.1301
-0.234
-0.4523
0.9713
0.4987
-1.2987
0.2657
-0.2312
-0.4044
-0.5895
0.1238
0.0818
-1.1232
0.1087
0.4301
-0.9011
-0.1722
-0.3846
-0.8737
-0.0279
-0.5719
-0.2102
-0.5283
-0.035
0.1305
-0.5868
-2.1702
0.1793
-0.38
-0.3624
0.1722
-0.0526
0.2527
-0.0805
1.116
0.3598
-0.04
-0.0113
0.7673
0.955
0.8461
-0.1504
-0.6319
0.4317
-0.7522
0.5146
-0.3119
0.148
1.0785
-1.3051
-0.7193
0.2005
-0.1626
0.0479
-0.3496
1.1805
-0.3839
1.2248
1.4228
0.7066
-1.1388
-0.4609
0.6791
-0.1958
-0.1729
0.7481
-0.2905
0.1398
-0.0204
0.2153
0.399
0.4878
-0.3735
-0.1076
0.25
-0.1392
0.1611
0.669
0.6383
-0.4282
0.0429
0.998
0.1174
0.0086
0.0072
-0.8157
-0.342
1.1719
-0.4246
0.596
0.8582
-0.3842
-0.5567
-0.0999
-0.8226
-0.1156
-0.0161
0.8341
-0.2198
-0.6378
0.7789
-0.4473
-0.5949
-1.611
-0.8357
1.389
-0.018
-0.0732
-0.1622
1.2043
1.1377
-0.4254
1.2302
0.1464
0.5793
-0.2007
0.4272
1.32
0.2682
-0.1174
0.5556
0.068
-1.3839
-1.015
-0.2554
0.0497
0.0818
-0.0328
0.9504
-1.0339
0.6187
-0.2324
0.1891
-0.8794
0.3596
0.8272
0.4583
-0.9778
0.6602
-0.5625
0.247
0.0933
-0.6531
-0.9603
-1.4287
-0.568
-0.5989
0.64
0.8734
-0.6768
-0.0072
0.7864
0.209
1.1579
-1.0052
-0.9125
-0.213
-1.1575
0.2066
1.5625
0.4846
-0.0203
0.6505
0.0533
-0.8304
-0.0125
-0.2379
-0.1044
0.1351
-0.2197
-0.8988
0.6025
1.2705
0.2896
0.3736
-0.8549
-0.5645
0.4442
0.0447
0.0418
-0.583
-0.3415
-0.3316
-0.1964
0.8906
0.2273
-0.4
0.0009
1.3269
-0.2012
-0.2953
0.4292
-0.5297
-0.0491
-0.1292
-0.5779
0.7954
0.0876
0.0173
-0.0811
-0.4719
0.053
-0.288
-0.2978
-2.0005
-0.2086
0.293
0.2263
-1.0171
-0.3245
-1.413
0.6829
-0.795
-0.3834
-0.0022
-0.8395
-0.0871
0.1322
-0.735
-0.9566
0.782
0.7768
0.2137
-0.7437
-0.4401
-0.3285
0.094
0.3213
-0.1817
-0.1501
0.2257
0.0831
2.9693
-1.3613
0.398
-0.3205
0.4349
0.4331
0.8638
-0.1167
0.15
1.2917
-0.4138
3.1108
0.2139
-0.522
-0.1224
0.8765
-0.3935
0.1496
2.5969
-0.543
0.2465
-0.0104
0.6957
0.152
-0.8035
1.5364
-0.1523
0.0318
-1.3139
-1.3615
0.2668
-0.4336
-0.3986
-0.313
-0.7565
-0.3172
0.3235
1.0524
-0.0564
0.4755
-0.1279
-0.5962
-0.1742
1.2643
-0.0398
-0.7427
-0.4755
-0.8193
-1.4759
-0.3829
0.8784
-0.422
0.0344
-0.7067
0.5406
0.5569
-0.3772
1.5367
-0.649
-0.2638
0.0762
0.4275
0.4446
0.47
0.5534
0.4115
-0.0091
-0.4724
3.5121
-0.7779
0.5022
-0.2455
0.791
0.1803
-2.6322
0.0923
-0.6651
-0.0623
-0.2127
-0.2398
-0.9881
-0.5521
-0.5155
-0.1826
-0.4725
-0.9689
0.1379
-0.0876
-0.6557
0.8866
-0.8117
-0.5608
-0.2495
0.8124
0.3292
-0.8241
-0.3389
-0.5326
3.3411
-0.1964
0.6756
-0.5025
1.4305
-1.0919
-1.2942
1.0236
-1.2954
-0.905
0.5043
-0.5762
-0.228
0.2788
0.5283
0.6822
-0.2945
-0.6012
-0.0991
-0.5345
-0.5056
0.5446
0.5469
-0.061
-0.4635
-1.6545
-3.8209
0.1913
-0.715
-0.027
0.2887
0.5568
-0.8977
-1.0668
-0.237
0.2079
-0.2458
-0.7023
-0.2537
-1.4304
0.2489
-0.3642
-0.5257
-0.2045
-0.3665
-0.1718
-0.654
-0.5216
-0.2166
-0.8858
-0.5448
-0.5211
-0.725
119.333333
0
615
38.75
MASTECTOMY
Breast Cancer
Breast Invasive Ductal Carcinoma
null
0
Normal
1
Negative
Negative
2
GAIN
Positive
Ductal/NST
0
Pre
5
null
3
4.006
IDC
Negative
0
HER2+
3
null
Living
2.2075
-1.0621
-0.6378
1.3319
-0.0034
-1.0669
0.791
-0.4511
-1.0106
-2.1259
1.3455
-0.1878
-0.4562
-0.8793
-0.5566
0.1916
1.2613
-0.7815
-0.7029
-0.2306
-0.0294
-0.6141
-0.0725
0.0642
-0.9286
-0.3481
-0.8624
-1.5012
-0.7286
-1.0727
-0.7271
-0.6169
0.6452
-0.9217
0.0393
1.5389
0.7838
0.2041
-0.7832
-0.4479
-0.2457
0.2162
1.9763
-0.3589
-0.8566
-0.6222
-0.5651
0.6955
0.5877
-1.7661
-1.297
-0.1422
-0.1987
0.6139
0.0528
-1.0761
0.3936
-1.4142
-0.0846
-0.5497
-0.6601
-0.4209
-1.3122
-0.4848
-0.3584
0.161
-0.2599
0.2036
0.2681
0.1315
-1.0269
0.7205
1.259
0.0505
-0.6074
1.1092
0.2463
-0.117
-0.4634
-0.4951
0.151
-0.8719
-0.6123
-0.1565
-2.7436
0.1268
-0.4922
-0.9978
-0.1125
-1.5761
1.0369
-0.4638
-1.291
-0.7274
0.5919
0.0011
-0.6209
-0.9611
0.96
-0.965
-1.3477
1.3187
-1.3413
0.5159
-0.6262
-1.5182
2.1883
-0.7303
0.3255
-0.0874
-0.142
0.9401
0.0971
1.1057
0.0708
-0.3621
-0.4921
0.0179
0.5315
0.2758
-0.006
-1.3619
-0.7624
0.7295
-0.5635
-1.3884
2.5784
0.1647
0.472
1.3503
2.5375
-0.5765
0.2412
-0.92
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0.8513
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0.9814
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1.3636
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0.56
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1.9422
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0.5098
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2.1118
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0.8296
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0.5927
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1.5537
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0.71
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1.0457
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2.0934
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0.3768
1.0041
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0.4213
0.5598
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1.1457
-1.4311
-1.034
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-0.6004
-0.9553
0.0451
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1.4412
-0.5189
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2.1925
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0.0182
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0.4516
0.8281
1.3688
-0.3586
1.1877
-0.7552
-1.0014
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5.069
1.1104
0.166
0.9509
-0.6954
-0.5974
0.5798
-0.3408
-1.1786
-0.5292
1.047
0.136
-0.5573
-0.9896
1.6621
-0.1825
-0.0479
0.2663
0.7813
1.2547
0.426
0.0806
0.7531
0.1037
-0.8515
-0.6883
1.0244
-1.4141
-0.4883
0.4137
0.3405
-0.2423
0.235
0.3012
1.3542
-0.1477
0.4964
-0.2917
-1.5347
-0.7225
0.5988
-0.0236
-0.0868
0.3785
0.4518
0.2407
0.1233
0.6739
-0.6755
-0.3704
-0.6664
-0.1444
1.4635
0.9324
0.7449
1.3165
-1.0412
0.4935
-1.5518
0.5103
0.624
0.4305
-0.5427
-0.5437
-0.7596
1.0915
0.0342
0.8949
1.5258
1.3211
1.6062
0.7576
0.4683
0.2034
0.7342
0.9915
0.3162
-0.1426
1.7468
-1.159
0.4731
-1.0876
1.3991
-0.2565
0.5269
-0.2148
0.1697
-0.577
-0.0641
1.8937
1.9732
-2.4214
-1.468
0.3491
-1.4009
-0.5527
-0.1274
-0.4498
-0.0962
0.2934
1.6573
-0.9366
-0.365
0.4663
1.4412
0.0611
1.6658
0.1712
0.6725
0.4995
0.4051
-0.8608
-0.1961
0.0223
0.9457
-0.1116
2.085
1.162
1.1946
0.3093
0.7359
-0.449
-1.6256
-0.6195
-0.5035
-0.6392
-0.2948
34.766667
0
616
75.98
MASTECTOMY
Breast Cancer
Breast Invasive Ductal Carcinoma
High
0
LumB
1
Positve
Positive
3
NEUTRAL
Negative
Ductal/NST
1
Post
7
Left
3
5.076
IDC
Negative
1
ER+/HER2- High Prolif
38
2
Died of Other Causes
1.7478
-0.0216
-0.3088
-1.2611
1.7007
-0.3422
0.4353
0.5144
-0.5509
-0.2346
-1.6747
-0.2769
0.6437
-0.0851
1.2183
1.9205
0.0065
0.7011
2.0222
0.5759
0.0896
-0.0614
-0.4384
-0.4237
0.2382
1.0507
1.6634
-0.9044
0.2712
0.886
0.6016
-0.3692
-0.0346
0.1832
0.0109
1.174
3.3356
-0.3419
0.5074
-0.0715
-0.8561
-0.5448
0.1961
0.9951
0.1835
1.5346
0.2639
-0.1103
-1.214
-1.0867
-2.0621
-0.6476
-0.6752
0.0504
3.4837
-0.0581
0.0104
0.036
-0.3224
-0.4031
-0.2504
-0.1209
-0.3006
0.0494
1.0487
-0.339
-0.6281
0.2789
1.0311
-1.0283
0.0447
-0.4855
-0.9552
-1.0584
-1.5387
-1.3511
0.4653
0.0558
-0.2247
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-0.7328
0.5166
0.2916
1.4969
-0.2384
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-1.6323
-0.6862
-0.7018
-0.1501
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0.1627
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0.9112
1.5824
1.483
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1.3422
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1.0925
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0.3893
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1.6506
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0.0949
0.808
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1.0746
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0.6586
1.6209
0.3924
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-0.0591
0.6993
-0.8035
1.5836
-0.0072
-0.1286
1.0327
-0.3799
-0.6739
-1.5204
-0.8953
0.4606
0.7742
0.6307
-1.4206
0.0301
0.7549
0.0239
0.5214
0.4814
-1.0433
-0.3179
-1.1307
-1.2989
-0.4125
1.6152
0.4359
0.0741
-1.0206
-0.6719
-0.0888
1.56
0.0731
-0.8537
0.0749
-0.5772
-0.1741
0.3041
0.9336
-1.0278
-0.6439
-0.2326
2.4942
1.1262
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0.4786
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3.9834
0.868
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1.1584
1.0719
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-1.3912
-1.9636
-1.0643
1.7176
1.8297
-0.259
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0.0876
0.7263
-0.5032
-0.215
-0.7099
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-0.4588
-0.0842
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0.419
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0.3131
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1.0779
2.3493
0.921
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0.738
-0.1894
-0.3027
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-0.0406
1.0442
-0.4716
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1.1992
0.4794
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0.1741
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0.2855
0.5359
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-0.5564
0.2892
0.2976
-0.3953
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0.8817
-1.4415
0.0039
0.1575
-0.9305
0.3825
0.0976
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0.7555
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0.6975
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1.3212
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0.13
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0.9813
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0.5373
0.1714
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0.5925
0.2249
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0.1761
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0.5849
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0.4043
0.5139
2.475
2.4336
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0.359
0.2893
-0.0628
0.4212
-0.5548
0.5825
-0.2869
-0.3155
-0.6634
1.0323
4.0901
0.3009
2.1853
1.0549
0.994
5.6318
-0.5105
0.8388
-0.1745
0.3289
0.2591
-1.0129
-1.2381
-1.2338
0.0078
0.1092
0.0889
1.597
-0.4557
1.05
0.0503
-0.8423
2.0134
-0.8136
-1.2923
-1.3415
0.6202
2.6863
0.4919
-0.3254
0.1085
0.0367
-1.1875
0.6111
0.2241
-1.2721
0.2318
1.2169
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0.5857
0.0062
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2.863
-0.3556
-0.4516
0.1341
1.0987
0.5426
3.5112
-0.4482
-0.823
0.0398
-0.8362
2.0886
1.2947
-0.0206
-0.9909
2.4284
-1.6138
-0.8629
-0.773
-0.3903
-0.8753
-2.744
-0.549
-0.3656
0.3207
1.7693
0.0969
-1.3048
0.7856
-0.3128
0.8671
-0.1104
0.3094
0.7474
-0.5205
-0.2963
-0.276
1.41
0.5511
-0.8283
-0.7372
-0.7624
0.9498
1.1907
0.3144
0.3151
-0.1063
-0.429
-1.0754
1.066
-0.4039
-0.5198
-1.1889
-1.8212
-1.0101
0.8638
-0.0265
1.7336
-0.2192
1.5177
-0.4866
0.5799
-1.1604
1.1692
-0.7303
0.1614
-0.5972
0.6946
-0.1551
1.9851
-0.9605
-0.604
1.6016
-0.258
-0.2242
1.1307
-0.8388
-1.6266
-0.0516
0.4894
1.5598
-0.9463
0.4008
-0.1935
2.1028
-0.5721
-1.7018
-0.7945
-0.7809
-0.6584
0.3223
1.3708
-1.2428
-0.2369
-1.085
-0.2658
-0.1033
-0.8147
29.033333
1
617
72.14
MASTECTOMY
Breast Cancer
Breast Invasive Mixed Mucinous Carcinoma
Low
0
claudin-low
1
Positve
Negative
1
NEUTRAL
Negative
Mucinous
1
Post
4ER+
Right
0
2.08
IMMC
Negative
0
ER-/HER2-
40
2
Died of Other Causes
-0.6056
3.1143
-1.8972
0.8469
0.6077
-0.4319
-2.0934
0.361
-0.3086
-1.7534
-2.8074
-1.3862
-0.2328
-1.5506
-1.46
0.6331
-2.04
-0.4077
-0.3518
1.4804
1.0659
-0.4892
0.0932
0.6122
-1.6243
-2.2266
-1.3046
-1.1525
-1.5405
-1.5842
1.2867
0.6201
1.4127
0.3463
-0.4751
1.073
2.4876
0.9542
-0.6922
-2.3664
-0.9348
1.7558
-1.3642
-1.5036
-1.275
-0.1922
-2.3774
1.0841
0.712
-1.6614
0.2337
0.6075
-0.1127
1.8022
-1.4996
-0.137
0.454
0.2481
0.299
-0.2053
0.1597
1.6718
-0.0029
-0.7505
0.3156
-0.1232
-0.5792
-1.3292
-1.5116
-0.6619
-0.3985
1.0835
-0.4387
-0.9378
-1.206
-0.5879
-0.1874
-1.4156
-0.3685
-0.2481
1.0789
-0.1104
0.5935
-1.0094
-1.9021
-1.0579
-0.6422
-0.2874
-1.2035
0.993
-0.2731
0.5797
-0.0881
0.341
-1.2293
-0.3813
-1.5334
-1.2999
2.5024
2.8615
0.3425
-0.2159
0.1289
-1.0706
-0.4851
1.0797
-0.4678
-0.4905
1.8909
-0.775
0.2832
2.8023
-2.0566
3.1338
-0.8857
-1.6467
0.0579
1.6645
-0.1792
0.0643
-2.2038
1.0697
-0.9209
-1.9012
-0.3487
2.3683
1.7122
-1.2814
0.8715
0.019
1.5798
-0.8235
-0.2651
-0.6689
-0.2988
-1.7614
0.4873
0.5633
-0.3687
-0.8321
-1.0912
-2.3302
-1.4179
1.3662
2.2023
1.8425
-1.5912
0.2954
2.3186
2.6102
0.5699
0.0138
0.551
0.5103
-1.3074
1.6221
-1.5191
-3.0441
-2.1647
4.7926
-0.8209
0.4373
-0.7406
4.4025
-0.9796
1.9267
-0.3371
0.318
0.0914
-0.6623
1.6831
1.1795
-1.4938
6.7556
-1.7806
-0.357
0.3576
-0.3036
0.6163
0.1513
-1.0578
-0.4475
0.8557
-0.5021
0.5781
-1.2049
-0.11
-0.5079
0.3657
-1.1924
2.2765
0.2525
0.3985
-0.0445
2.3096
-0.7094
0.1056
1.934
0.7625
1.5662
-0.5461
-0.1076
0.6005
-0.2862
-0.4383
-0.8359
-0.6533
0.0497
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0.5055
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0.5283
1.6305
5.3777
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0.7063
5.791
1.8686
4.1291
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2.1962
2.6951
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0.1485
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0.8882
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0.963
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1.5412
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-1.9602
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2.3014
1.6271
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0.256
1.4393
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0.7597
1.6609
-0.7047
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0.685
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0.8666
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2.8262
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1.6067
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0.6146
1.8347
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-1.8492
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1.1812
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0.7602
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1.5493
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0.7108
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1.2537
1.8087
2.1925
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0.3227
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1.9935
0.0539
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0.8732
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-0.3186
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-0.3561
3.3112
-0.5904
1.2445
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2.1128
1.2721
0.603
-0.8532
3.7092
0.6929
1.0039
0.7019
0.7184
-1.006
-0.4384
-0.3871
-0.3208
-3.5293
-1.8826
-0.3105
3.1538
0.7476
0.7779
-1.8777
-0.0721
2.7882
-0.6928
-0.6086
0.0484
-0.8674
1.0205
2.5964
-1.9871
0.0591
0.6987
-1.1174
-0.8405
-2.2866
-0.3505
-0.8278
-0.6867
0.3078
4.0823
5.4579
-0.8797
-0.0322
-1.3695
1.3903
-0.264
-1.7866
-0.1431
-1.0976
1.0694
-0.629
2.4064
2.1508
2.417
-0.5093
0.7603
1.5869
1.5154
-1.8533
-1.4987
3.6452
0.195
2.8956
0.1778
5.6249
0.9198
0.7707
-0.3591
-1.0461
1.2837
0.2417
-0.6945
0.4335
-1.122
-0.2082
-0.7848
1.8079
-0.557
-1.5463
1.292
-0.605
2.5125
-0.9484
0.2235
-1.0834
-0.8942
0.1267
0.2859
-0.649
1.0395
-1.3177
-1.1873
-1.1223
-1.8722
-0.6907
3.7757
-0.2067
1.3256
-3.072
-0.2763
0.3966
-1.2708
-1.8646
2.5029
-0.3249
-0.7487
0.5124
-0.1566
0.3207
-1.037
-1.7616
-0.0316
0.0576
-0.8173
92.966667
1
618
63.86
MASTECTOMY
Breast Cancer
Breast Invasive Ductal Carcinoma
Moderate
0
LumB
1
Positve
Positive
2
NEUTRAL
Negative
Ductal/NST
1
Post
3
Right
0
3.034
IDC
Positive
0
ER+/HER2- Low Prolif
17
1
Living
1.2445
0.2835
0.6523
0.5535
-0.8278
0.7105
0.4058
0.0713
-0.604
-0.7445
-0.438
0.1284
-0.5109
-0.6797
-1.0634
-1.0408
-0.0261
1.0107
-0.2186
-0.4688
1.2797
-0.7046
-0.8556
-0.3151
-0.5949
-0.2285
-0.594
-0.5497
-0.2837
1.2381
-0.0303
-0.2582
0.1053
-0.3282
1.096
-0.0988
1.0738
-0.0141
-1.7944
-0.1834
-1.3659
-0.8717
-0.8753
-0.0966
-0.7582
-1.2998
-1.4519
0.7657
-0.7106
-0.4952
-0.1391
0.2814
-1.0415
-0.4595
1.1937
0.2103
0.4637
0.6633
-0.8011
0.5785
-0.326
-0.4798
-0.7657
0.4203
-0.8272
-0.6117
-0.4937
1.4792
0.2794
-0.1699
0.0808
0.9835
-0.6209
-1.2419
-0.1527
-1.1661
-0.1932
0.3575
2.001
0.6532
1.3976
0.2658
-0.6149
0.7405
-0.4198
-0.1259
-1.0964
-0.3716
1.401
1.1464
1.1078
0.9777
1.0179
0.216
0.4943
2.2032
-0.4346
0.3668
-1.0684
-0.1056
1.1679
0.1994
0.3736
-0.8151
0.6436
-0.1486
1.1571
0.9945
0.1033
-0.1624
0.1871
-0.4048
-0.7608
0.5915
-0.815
0.1053
-0.7959
-0.7998
-0.267
-0.7489
-0.8368
1.5694
1.053
-1.3791
-0.6523
-0.2311
-0.4215
2.2347
-0.4034
0.587
0.2908
-0.7629
1.3
1.8758
-0.325
-0.5312
0.3356
-1.5596
-0.4908
0.8874
1.3017
1.4729
-0.4627
1.6578
0.48
-0.0095
0.4082
0.2967
-0.5294
-0.1796
1.2701
1.7864
-0.5692
-0.073
-0.2624
-0.3844
-0.5383
0.5322
0.2976
-1.3313
1.4435
-0.4774
-0.781
-0.1075
-0.6676
0.0166
-0.3491
-0.5255
0.713
-0.6559
-0.0015
-0.463
-0.3111
-1.1359
0.7945
-1.2852
-0.8116
0.336
0.5317
1.5312
0.1977
2.0915
-0.7236
-0.5271
0.2146
-1.021
-0.0119
-0.5397
0.2843
-1.8827
-0.2171
0.1209
-0.6795
-0.9383
-0.1201
0.3544
-0.5072
-1.045
1.0214
-1.7616
0.797
0.5365
0.0242
0.1984
-0.3803
-0.3888
0.8791
-0.7697
-0.379
-0.0694
-0.9402
-0.2288
0.4312
0.7604
-0.217
1.1879
-0.0152
0.0453
-1.1044
-0.9045
0.4328
0.9785
-0.4827
-0.617
-1.2696
-0.4076
-0.1948
-0.0702
-0.3374
0.6935
-0.3953
-0.3526
1.1331
0.5175
-0.8275
-1.1562
-0.0722
0.1632
-0.0037
-0.2683
-0.1897
0.1449
-0.4481
-0.4384
-0.0742
-0.8597
-0.7674
0.718
0.4159
0.4777
1.2432
-0.3078
0.5957
0.3568
0.7334
-0.3341
0.3271
-0.3523
0.7626
1.0337
0.2793
0.9762
-0.4724
-0.2284
0.3377
-0.4243
0.3177
0.1825
0.2757
2.2265
-1.3164
0.1652
1.3182
1.9113
0.4496
4.6937
-0.798
1.1255
-1.6498
-0.8491
0.2513
-1.0473
-0.1435
-0.4848
0.9322
-0.6683
0.7924
-0.2101
0.3757
-1.5342
-0.5869
-1.0617
-0.387
-0.7474
1.2437
-0.3357
0.0472
0.6292
-0.3403
1.5323
0.6981
-0.7576
1.3427
-1.0537
-0.3718
-0.7966
-0.7523
0.2797
-0.3829
0.3059
-1.3329
-1.1477
-0.1344
0.7704
0.0969
0.7537
0.6078
-0.5126
-0.6898
-0.3211
-0.5514
0.2981
0.1387
0.0713
0.3645
0.1406
-0.5792
0.4218
-1.2052
0.6191
-1.5979
1.2227
0.4324
0.0139
0.0476
1.2635
1.1129
-0.4464
-0.681
-0.3787
0.4473
-0.3295
-0.9126
-0.2286
-0.3834
0.8967
0.0912
-0.7988
-0.5266
0.3998
0.0004
-0.2746
-0.2495
-0.0751
-1.0489
-0.1229
-0.5866
0.2233
0.2609
-0.7948
-0.1773
0.7194
-0.2859
-0.3007
-0.2972
-0.3746
-0.1016
-0.0083
-0.3142
0.0979
-1.4606
-1.1548
-1.7933
0.3282
0.0682
1.1405
0.0268
0.5611
0.6678
0.8713
0.7115
-1.5111
1.0107
-1.5372
-0.663
-0.07
-0.132
0.1464
-0.9156
-0.2306
-0.0965
-0.322
0.5406
-0.803
1.0764
-0.3973
0.3105
-0.7251
-0.1551
-0.7579
-0.0888
-1.1144
0.6541
0.9947
-1.3735
-1.0733
0.2878
-0.5359
-0.9336
-0.3989
-0.4949
-1.3921
-0.0931
0.0633
1.0189
-1.0906
0.3032
-2.0006
-0.5215
0.4245
-0.4766
0.355
-0.6356
-0.0508
-0.2372
0.588
0.7026
-1.1973
0.0965
0.8807
-0.1137
0.2777
0.1575
0.7055
-0.1293
0.0024
-0.9642
0.3569
1.1135
-0.4366
2.4626
0.6482
0.5276
0.1483
-0.8601
0.6711
-0.1986
0.0104
-0.0664
-0.4645
0.0075
0.4081
0.1617
-0.9776
0.3245
-0.6185
0.7905
1.304
1.7875
-0.3686
0.4047
0.3091
0.5729
-0.5067
0.8274
-0.114
0.1037
0.0685
-0.1961
-1.1305
1.1263
-0.0253
-0.0314
0.2099
3.6079
0.2994
1.3635
-1.7625
-0.2544
-0.7741
-0.289
0.1622
2.3003
0.0249
-0.5486
-0.2599
-0.7655
-1.2813
-0.61
101.9
0
619
38.9
MASTECTOMY
Breast Cancer
Breast Invasive Ductal Carcinoma
Moderate
1
Normal
1
Positve
Positive
3
NEUTRAL
Negative
Ductal/NST
1
Pre
4ER+
Left
1
5.05
IDC
Negative
1
ER+/HER2- High Prolif
25
2
Living
0.2384
-0.4798
-0.3666
0.1776
-0.0831
1.5629
-0.2253
0.473
1.8216
-1.4417
0.7523
-0.0326
1.0164
-0.8641
-0.5448
0.8406
0.1675
1.0226
-0.2212
1.0535
0.5932
-0.9087
-0.5423
-0.6109
-0.4072
0.2291
-0.059
-0.2931
0.0352
0.3875
-0.4566
-0.4956
0.5936
-0.3571
-0.5824
2.0958
0.7431
1.0598
-0.1616
0.1738
-0.4283
-0.2977
1.4306
-0.5908
-1.1049
0.4985
-1.4662
0.8827
0.3707
1.1945
0.6652
0.2019
0.0363
-0.374
0.6127
0.8574
0.7949
-0.9092
-0.8802
0.3157
0.5256
-0.1175
-0.6187
0.793
1.0002
0.9328
-0.2225
1.2324
0.9486
0.6105
-0.4128
-0.9886
0.4355
-0.1415
-0.2215
-0.5134
-0.9121
0.6085
-1.2254
-0.5022
-1.1857
-0.8358
-0.2855
1.7978
-0.9182
-0.623
-2.0231
-0.3788
-0.8309
0.0874
-0.093
-1.309
-0.2242
-0.3119
0.8849
0.9228
-0.416
-1.4107
1.0971
-0.8121
0.5264
0.0681
0.3574
-0.3967
0.4282
-0.9247
0.1032
-0.6681
-0.1255
0.749
-1.2103
0.5006
-0.1457
-0.3493
-0.6154
0.7735
0.0417
-0.7242
0.4634
1.3467
0.1868
-0.1061
0.417
-0.8402
-0.6409
0.5578
-0.4221
-0.2449
-0.8693
0.2223
0.8141
-0.5013
-2.0547
0.3782
-0.4815
-0.4713
0.9174
-1.0524
0.2889
1.9409
0.6885
1.4981
-0.1281
-1.1968
0.3862
-0.1765
1.4276
0.3828
-0.7327
-0.9537
-0.6601
0.2222
-0.2073
0.0089
0.6946
-1.2324
-0.613
0.2714
-1.0207
-0.2241
-0.3038
-0.3426
-0.1796
1.0859
-0.0067
0.6352
-0.2614
-0.6658
-1.9501
-0.9138
-1.0249
0.1798
0.0186
0.407
0.8026
0.3743
-0.8548
0.2064
-1.5263
-0.5294
-0.5973
0.7259
0.7398
-1.2621
1.0631
-0.0923
-0.3039
0.7106
1.1295
0.2586
-0.1998
-0.8826
-0.3456
1.8207
0.5142
-0.3681
-0.5163
0.0887
0.7757
-0.1336
0.3004
-0.0871
-0.5205
-1.061
-0.493
-0.3308
-0.9931
-0.4882
-0.2529
-0.6724
-1.1172
0.758
0.6029
0.1314
-0.9779
0.7035
-0.3657
0.6534
-0.0168
0.5385
-0.5284
0.6252
0.5724
-0.2845
-0.0679
0.2032
0.3079
0.3495
0.1232
-0.3136
-0.9906
-0.0143
-0.2312
0.5471
-0.3298
-0.5203
0.4199
0.124
0.381
-0.7886
-0.2669
1.9472
0.3957
-0.3681
0.9581
-1.8747
0.6627
0.0439
-0.4983
0.0751
-0.0261
-0.5498
-0.9206
0.1915
0.9722
0.2261
0.12
-0.2817
-0.2259
0.6826
-0.2137
-0.2053
1.1087
0.4247
-1.0784
0.0521
0.4166
-0.7145
0.6655
0.0642
-0.6037
-0.9992
-0.0301
-0.4463
-0.9403
-0.6422
-0.901
0.543
-0.7657
0.4637
0.3786
-0.5862
0.8375
-0.2649
-1.1542
-0.5016
-0.9312
0.1769
-0.2291
1.1411
0.5299
-0.6832
-1.0593
-0.4443
-0.3616
-0.4796
0.0385
-0.7245
0.4998
-0.6731
-0.0039
-0.6561
0.245
0.2609
-0.7109
-0.548
-0.0871
-0.4722
-0.9194
-0.3717
-2.2664
0.0502
-0.0608
0.287
1.1665
-1.4998
-0.2744
-0.2201
0.8072
-0.0939
0.1929
-0.8534
-0.5047
-0.3764
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0.6252
0.9556
-0.4943
0.0144
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-0.1394
-0.3472
0.6156
-1.3261
0.5356
-0.986
-0.0789
-1.143
-1.374
0.0647
0.0102
1.9549
0.0752
-0.2234
-0.0623
-0.3486
-1.493
-0.5981
0.774
0.8958
0.1621
0.0169
0.3299
1.5308
0.6818
0.9026
0.6396
0.0542
1.6295
0.3495
0.2002
-0.0167
1.989
-1.0756
0.2518
-0.126
-0.3964
-0.9454
-1.7603
-0.4946
-1.0001
0.0589
0.8502
-0.2288
0.793
0.2757
-1.4431
-0.1183
-1.7417
-0.8757
-0.0122
-0.7258
-0.4058
-0.6065
1.3868
0.4749
0.2759
1.3528
-0.4682
-0.5948
0.4239
0.2272
-0.2148
0.0053
-0.9217
-1.2076
-0.5858
0.2686
-1.2793
0.2863
-0.06
-0.5144
-0.5125
3.4779
0.997
-0.3022
0.1975
0.4978
-0.5258
1.6356
-0.6276
-0.2584
-0.569
0.6693
-0.2038
-0.7299
0.291
-0.7999
1.3142
0.064
-0.6402
-0.7145
-0.6884
-0.6823
0.5036
-0.245
1.0705
-0.3376
2.8398
1.9972
0.8392
-0.0854
-0.6844
-1.3461
0.5283
-0.1986
0.5979
0.9368
-1.6449
1.8942
0.9027
0.9064
0.3961
0.9877
-0.839
-1.1667
-1.1091
-0.4203
1.1979
-1.9477
0.8653
-1.209
0.1186
-0.5462
-0.9056
-0.7026
-0.6028
0.9126
0.2725
-2.1862
-0.7191
-0.4052
0.4268
0.2439
0.1675
0.8467
-0.4927
-0.9182
0.512
0.2118
-0.1533
0.6242
-1.6131
0.4445
0.0338
0.6852
-0.5811
-0.8306
-0.4025
1.5359
-2.1501
-0.6174
0.3957
-0.0266
0.1492
-0.4993
94.233333
0
620
62.97
BREAST CONSERVING
Breast Cancer
Breast
null
1
claudin-low
1
Positve
Positive
3
NEUTRAL
Negative
Other
1
Post
4ER+
Right
1
5.028
BREAST
Negative
1
ER-/HER2-
14
2
Living
-1.0529
-2.6755
-1.0751
1.2052
-0.2916
0.8413
-0.3756
0.9438
-0.4935
0.8213
-0.0073
-1.9872
-0.4346
-0.8773
-1.0596
0.1203
-0.9691
-0.6813
0.0159
0.8566
0.3814
-1.0592
1.0721
-0.241
-1.2766
-1.7592
-1.262
-1.2532
-1.2339
-0.9288
-0.2423
0.9186
1.0659
-0.8683
-1.1275
2.0006
0.6055
1.2414
-0.9543
-1.7251
-1.6212
0.0034
-0.7326
-0.118
-0.995
-1.2099
-1.13
1.076
0.3328
-0.9643
0.1419
-0.0367
0.7613
2.1113
0.6235
-1.3415
0.1205
0.076
-0.2702
1.0089
-1.0055
0.898
0.1311
-0.6836
0.1854
0.9121
-0.5328
0.1074
0.7288
-1.4148
-0.4348
-0.2427
-0.2175
1.3168
-0.6233
-0.24
-0.1568
-0.2611
-1.4684
0.5036
-0.1872
0.331
-0.429
-0.431
-0.3046
3.26
-0.3657
0.0634
-0.3482
0.6532
0.5011
-0.2074
-1.7305
0.8998
0.6048
-0.3414
-1.769
-1.8777
1.0428
0.1203
-0.1843
-0.1867
1.6695
-0.2184
-0.7031
-0.027
0.8952
0.8816
1.0876
0.8501
-0.642
1.6455
-0.1148
2.3733
-1.2028
-1.0535
-1.1999
1.2493
-1.0051
0.8256
-1.8551
-0.6074
0.2206
-0.321
-0.7272
-0.0247
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0.4774
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1.1537
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0.5545
1.1385
0.759
0.4139
0.538
2.073
0.6424
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0.5414
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0.5422
1.5309
0.5147
2.3836
1.4478
0.486
3.2559
2.6431
-0.6499
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-1.857
0.0652
0.2618
-0.9152
1.1898
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0.0355
0.7842
1.5644
-1.0546
0.4903
0.9633
1.9314
3.6656
-1.6545
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0.5777
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1.2771
0.5437
1.5159
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2.1772
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2.1757
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0.6773
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2.3676
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1.5927
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-1.2449
0.55
-1.2017
-1.2427
2.4336
-1.6391
3.5005
0.7826
0.5933
0.9549
0.7468
3.0706
-1.6289
2.121
-0.3286
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0.0481
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1.1287
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1.9663
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0.9392
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0.125
1.3448
0.2922
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1.5611
1.8008
0.3649
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0.2487
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2.3334
2.3165
1.8154
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0.28
0.1382
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2.0083
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1.1719
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3.6904
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4.9171
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0.8563
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0.2247
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0.2103
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1.9099
3.1685
-0.6219
1.1891
2.0397
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0.834
0.6929
0.4989
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0.1254
2.2142
0.0503
0.7443
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0.883
1.3634
-0.2353
-0.7673
0.4114
-0.6698
0.786
-0.9802
0.408
0.6223
0.5878
0.1871
-1.0009
-0.5928
0.9094
0.1605
0.1024
7.516
-0.0509
4.2058
-0.0434
0.7945
-0.9006
-1.6402
-1.1168
0.8252
1.8234
-0.003
-0.7596
-0.3423
1.0747
1.9404
0.8728
-0.0057
1.2748
1.3166
1.7202
0.5823
-1.1396
1.4275
-0.056
3.5079
-0.1965
2.3672
-1.4681
0.0958
-0.0893
-1.3398
-0.2101
0.9833
2.7581
-0.3874
-1.3547
-0.6173
-1.2845
2.0278
0.3456
0.6455
1.2117
0.4389
-0.5126
-0.3692
-1.5873
-0.2588
0.3275
-0.9485
0.6893
-1.9944
0.093
0.4963
-0.3867
-1.1546
0.3367
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2.1387
0.2355
1.169
-0.4429
0.0735
-1.16
-0.1475
0.9084
4.4931
-0.645
0.492
-0.6294
-0.1663
0.4291
-0.7771
-1.8524
-0.1606
-0.5169
0.6602
112.8
0
621
70.04
MASTECTOMY
Breast Cancer
Breast Invasive Lobular Carcinoma
High
0
LumA
1
Positve
Positive
2
NEUTRAL
Negative
Lobular
1
Post
4ER+
Right
1
4.06
ILC
Positive
1
ER+/HER2- Low Prolif
30
2
Living
-0.3566
-0.0648
-0.3832
0.0982
0.2137
0.9278
-0.2597
-0.7
0.8078
-1.0413
-0.3869
-1.3942
1.3316
-0.0863
-0.2553
-0.3659
0.1298
0.1554
0.159
0.6471
0.7961
-1.1871
0.3706
0.1033
-1.7565
-1.814
-1.0131
-0.9466
-1.2073
-0.9625
0.3951
-0.1198
0.3064
0.1705
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0.4496
0.0251
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0.173
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0.2464
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0.5976
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0.5453
0.4428
0.815
0.0408
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0.3189
0.2704
-0.8217
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0.3902
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1.0296
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1.9374
0.0746
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-0.3235
0.8435
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0.5752
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0.2577
-0.4638
1.8143
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0.0401
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0.8751
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0.0882
-0.809
0.2696
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0.1813
-0.5182
0.5537
0.084
-1.0913
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1.8289
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1.2369
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0.6189
1.1518
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0.0935
0.0752
0.1944
-0.4
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0.272
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0.5931
0.4845
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1.0129
0.2532
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0.902
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0.3221
0.392
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0.0011
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0.1694
0.9806
1.0499
1.2223
-1.4617
-0.4907
0.7889
-0.1392
0.8548
1.0311
0.2014
0.5272
-0.3697
0.2882
0.6748
0.027
-0.8905
-1.2008
-0.2238
0.2966
0.55
-0.2865
1.4439
0.7873
1.3209
0.2536
-0.1291
0.932
0.645
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-1.2783
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-0.8608
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-0.3752
1.202
-0.3578
-1.3899
-0.269
-0.8209
-0.0891
-0.2849
-0.5036
0.3728
1.5393
-1.5316
0.0029
-0.7652
-0.5153
0.1028
0.7456
-0.6
-0.4599
0.9238
-0.4328
-0.171
-1.2449
1.2596
0.6508
-0.9385
0.5105
0.1614
-0.6398
-0.729
-0.7366
-0.2167
-0.5915
-0.5969
-0.839
-0.2748
-0.6478
-0.672
-0.7396
0.4045
0.3034
1.406
0.1125
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1.2297
0.2345
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0.6758
0.577
1.5596
1.199
-0.2486
0.1818
0.8478
-0.8848
-0.3366
1.6206
-1.0062
1.1989
0.2369
0.5222
0.2866
-0.9068
2.2661
0.4969
1.2543
-0.9009
-0.1045
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-0.0036
0.3322
0.0325
0.027
0.3769
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1.4658
1.0446
-0.8744
0.1923
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1.0179
1.0399
0.3508
-0.3481
-0.4628
0.5698
0.7514
-0.1036
1.1033
0.4148
0.7719
1.1864
-0.6277
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0.0109
0.746
0.0914
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0.688
1.1672
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0.7109
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0.1344
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0.4376
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0.3928
0.7686
0.0776
0.0279
0.8176
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1.4419
0.2901
0.7673
0.8737
0.7477
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0.1038
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0.1722
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0.5154
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0.8496
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0.8704
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0.345
1.5277
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1.6151
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0.2662
1.2008
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0.4713
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1.2716
0.8452
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-0.6603
0.44
-0.4448
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0.1321
1.1021
0.4374
0.7256
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0.3506
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1.5504
1.904
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0.7618
0.3357
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0.2521
-0.4363
-0.5843
0.5213
-0.4118
-1.136
-0.5783
0.0402
-0.1759
1.1078
0.9312
-0.1631
-0.1838
-0.6529
0.509
0.1494
-0.9066
-0.5047
-0.4883
-1.286
0.1419
-0.7359
0.4032
0.6815
-0.5081
-0.2343
-0.4349
0.5541
-0.7614
0.1143
-1.0509
-0.3586
-0.3057
0.6764
-0.6337
1.1843
0.4116
-0.1571
0.9587
-0.5415
0.864
-0.2195
-0.5525
0.0774
0.068
0.038
-0.4045
0.3879
0.208
-0.2351
-0.3927
-0.6531
-2.4955
-0.289
1.3039
0.0189
-1.1789
0.2987
0.7453
-0.7784
0.6939
-0.6345
0.4207
0.3246
0.9904
0.6055
-0.619
0.3464
-0.0934
-0.4059
2.0827
0.5143
-0.4448
-0.3245
-1.2467
1.7207
0.4604
0.8394
-0.5114
-0.0289
-0.1175
-1.044
-0.6314
-0.2573
0.9094
0.3662
-0.7026
0.5181
0.7475
-0.7146
1.5556
-0.3311
-0.8909
0.1414
-1.3807
1.1596
-0.8926
0.0405
0.3596
-0.1219
-0.2455
0.0977
-1.0908
0.5931
0.4491
0.7026
-0.2131
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0.4746
1.1375
0.1791
1.4065
-0.5867
0.9057
0.4938
-0.2612
-1.3569
-0.2481
-0.2115
-0.6471
0.0727
0.0725
33.566667
0
623
66.52
BREAST CONSERVING
Breast Cancer
Breast Invasive Ductal Carcinoma
Low
0
Normal
1
Positve
Positive
2
NEUTRAL
Negative
Ductal/NST
1
Post
4ER+
Right
0
3.024
IDC
Positive
1
null
12
1
Living
-0.7577
-0.1074
0.1483
0.7628
-0.3751
0.4752
-0.2526
-1.3091
1.9409
-0.665
-0.2172
-1.1073
-0.7751
-0.7444
-1.0344
-0.6391
-0.5525
-0.9524
-0.0278
-0.542
1.6999
-0.5498
0.1038
-0.2098
-0.5597
-1.2815
-0.866
-0.737
-1.4978
-0.0827
-0.1843
0.9427
0.7869
0.3636
1.3443
0.289
0.0341
-0.0476
-1.7254
-1.2055
-0.4289
0.5643
-0.896
1.3604
-1.164
-1.7412
-0.6569
1.0749
0.1228
-1.175
0.076
1.0348
-0.6982
0.2576
0.4395
0.2847
0.0865
0.6964
-1.0818
0.1893
-0.5397
-0.7225
-0.9871
0.7294
-0.8374
0.8268
0.8274
0.8699
-0.122
-0.1717
0.4743
2.2065
-1.2848
-0.9199
-0.0027
-1.6725
-0.8381
-0.0516
1.1864
0.3707
0.7613
0.1474
-0.2436
-0.3451
0.5349
0.1166
0.4185
-0.3947
0.0295
0.8488
0.8101
0.1521
-0.3042
0.1834
1.1865
0.9998
-0.526
-0.036
-0.1471
0.3136
0.4712
-1.2789
0.5667
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0.1492
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0.2733
0.6088
1.0765
0.4826
-0.7905
0.905
0.4269
1.2045
-0.7304
0.4537
-1.2445
-0.6526
-0.5869
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0.1564
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0.5793
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0.2244
0.3986
0.1836
0.5264
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0.1528
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0.0064
0.0325
0.3673
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0.8965
1.0339
0.7668
1.0072
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0.6582
0.2078
0.0083
0.0421
0.1919
-0.1916
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0.2567
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0.0259
0.9609
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1.0448
0.5855
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1.9141
0.2417
1.2722
0.1593
-0.1573
-1.6483
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-0.815
0.2819
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0.6972
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0.8731
0.8903
0.6467
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0.7074
0.7255
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0.5838
1.5202
-0.4988
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0.4027
-0.1451
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0.6512
-0.2146
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0.4808
0.9526
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1.7084
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0.6998
1.3887
1.4811
0.6364
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2.1501
1.0786
0.8869
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0.1589
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0.3685
1.3131
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0.264
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0.0548
0.3964
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1.4457
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0.1336
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0.8486
1.1065
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0.914
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0.6033
1.9509
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0.0394
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0.0229
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1.2335
1.0139
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1.0225
0.2188
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0.6391
2.5326
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0.1039
1.0101
0.0522
0.0571
0.112
-1.3089
1.289
0.1996
0.5464
0.0018
1.2577
1.0645
0.5429
-0.3617
0.2135
-1.5092
0.0985
-1.3531
1.9341
-0.3657
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0.2092
1.8115
0.0209
0.0834
0.0969
0.3511
0.8109
0.7052
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2.1635
0.6017
-1.7006
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0.4478
1.4323
0.0491
0.9262
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0.0025
0.5019
0.5061
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0.7748
0.1028
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0.0465
1.7129
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1.4509
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0.105
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1.4903
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0.8913
0.7425
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1.6332
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0.4544
0.2542
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1.5326
0.8021
-1.3922
-0.2906
0.6418
1.354
-0.8672
-0.4245
0.0438
-0.5009
-0.2065
-1.1741
-0.0859
-0.3266
-0.2629
1.7079
-0.0411
1.4987
-0.542
-1.1342
1.4533
-0.685
-1.1331
0.1336
-0.8719
0.4027
3.0019
0.0592
0.0463
0.7626
1.8026
-1.5046
-0.2012
-0.0486
-0.204
0.8122
-1.3205
2.212
1.5942
-0.9512
-0.9489
-0.2958
-0.9512
-0.8656
1.5594
0.1417
0.2903
-2.0583
0.004
0.6485
0.0006
1.3583
-0.1635
1.3422
1.1633
1.5819
-1.1475
-0.6901
0.2441
-1.4097
1.1312
0.3033
0.5276
-0.4517
-1.3956
-0.7905
-0.4073
0.8108
-0.4981
0.7199
-0.4746
-0.9842
1.6995
-0.6733
1.154
0.055
0.1739
0.5497
-0.4161
0.0797
0.4776
1.9975
-1.0401
0.2053
0.02
-1.822
-0.092
0.7131
-0.6224
-0.2988
0.1041
-0.801
-0.6727
2.0507
0.7333
4.0137
0.0585
-0.0463
0.4487
0.548
-1.0461
0.0864
-0.2652
0.674
-1.1708
-0.3188
0.3129
-0.2382
-0.4711
-0.3844
-1.2029
1.2694
111.066667
0
624
64.28
MASTECTOMY
Breast Cancer
Breast Invasive Ductal Carcinoma
High
0
LumA
1
Positve
Positive
2
LOSS
Negative
Ductal/NST
1
Post
3
Left
1
4.032
IDC
Negative
0
ER+/HER2- Low Prolif
16
2
Living
-1.1528
0.898
0.6972
1.1135
0.7547
0.5165
0.5277
-0.2985
1.2622
-0.0726
-0.1505
-2.4014
0.3745
-0.8427
-0.9779
-0.2329
-1.2876
0.0358
-0.1728
-0.5473
1.0217
-0.9596
1.4699
-0.5442
-1.8508
-1.7869
-1.1236
-0.8032
-1.2793
-0.8732
-0.9668
0.0451
0.8167
-0.8543
0.3819
0.8699
0.395
-0.8575
-0.2877
-2.2289
-1.3933
0.0353
-0.5104
-0.9296
-1.1285
0.5329
-0.8144
0.5777
1.6503
-1.2863
-0.1327
0.2424
0.5479
1.855
-0.6986
-0.697
-0.9962
0.8234
-1.1351
-0.2983
-1.0559
-0.925
-1.2563
0.4664
-0.9749
0.5196
0.0973
-1.3787
0.6516
-0.9573
0.0992
-1.1327
0.4329
-0.2172
-1.2087
-0.2802
1.2883
-0.2331
0.6533
0.2884
0.7867
-0.7455
0.1749
-0.8095
-0.9712
0.1951
-1.5869
-0.1309
-0.5011
-0.7657
0.3114
-1.0577
0.2922
0.0151
-0.9356
0.4952
-0.0011
-1.4885
0.2964
0.9396
-1.616
-0.1327
-0.9588
-0.3678
-0.8246
-0.0986
0.2431
-0.3186
-0.4042
0.162
-0.132
-0.0982
0.6062
1.3041
-1.3618
-0.892
0.0085
-0.6418
1.2947
-0.5913
-1.4016
0.3159
0.9384
0.506
1.3798
-0.1447
1.1028
1.812
1.1763
-0.6154
0.5577
-0.1665
0.5096
-0.7933
1.8602
0.281
0.2833
-1.2903
-0.5261
-0.6651
1.3152
0.7085
-1.0892
0.612
0.7116
0.351
0.7205
3.242
0.4514
1.5038
0.515
1.4667
0.4975
-0.5288
-0.073
-0.9889
-0.0973
-0.4732
-0.0249
1.4622
0.2251
0.397
0.5898
1.8391
-0.5902
1.0336
-0.2838
0.1972
0.1657
-0.7897
-0.0581
-1.3586
-1.147
0.5081
-0.488
0.4229
-0.0515
1.3675
1.441
-0.1924
-0.1529
-0.9046
0.4411
-0.7151
-0.1783
-0.6997
-0.6927
0.2932
-0.919
-0.3304
0.0242
-0.0478
-0.0163
-0.869
-0.86
0.8093
-0.3609
0.2596
-0.3089
0.0982
0.185
0.1031
-0.9817
0.2552
-0.5904
-0.0972
-0.2016
-0.8631
-0.9307
-0.2208
-0.0521
-0.9313
0.8116
-0.4544
0.5756
-0.1077
0.2137
0.2414
-0.673
-0.0939
1.1349
1.7317
0.1872
-0.5804
-1.3154
-0.5789
-0.9492
-0.65
0.5334
-1.0756
-0.6964
0.0251
0.9052
-0.0631
-0.398
-0.7095
0.0284
-1.4127
1.3752
-1.0761
-1.0114
-1.4789
-0.2216
-0.5075
-0.1919
-0.7873
-0.1802
-0.1218
0.7318
-0.5068
-0.9076
-1.0641
-1.9181
0.9511
0.5543
-0.805
0.9716
-0.6562
0.1649
1.683
-0.1732
0.6237
-0.3361
-1.7462
0.2506
0.6003
0.9334
1.7082
1.4217
0.8082
-2.1712
-1.5367
-0.809
0.865
0.7121
-0.2083
0.9394
-0.2361
0.6064
-0.2099
0.1417
-0.124
-1.1649
0.0301
0.6037
0.4229
-0.1941
-0.9624
-0.2886
0.3386
2.7671
0.3724
-0.36
0.1708
1.0905
-0.2281
-0.0841
-0.1007
0.9045
-0.9702
-0.2192
-0.7362
0.1673
1.0679
1.3351
0.4718
-0.8257
-1.9234
1.012
1.6287
-1.3792
0.6205
-1.3049
-1.1583
0.402
0.1577
0.1721
-0.9546
-0.4855
-0.885
0.9561
-0.0687
-0.8142
-0.5287
-1.1934
0.5944
-0.4121
-0.9704
-1.7878
-0.4955
0.0433
0.2885
-0.8383
0.8592
1.0484
0.0228
0.9967
-0.9785
0.0928
-1.587
-1.3727
-0.0244
-0.2416
-2.9397
-0.0266
-1.6272
0.2468
-0.3102
0.2681
-1.1884
0.508
1.6027
0.1671
-0.9048
-0.0304
1.1887
1.3775
0.0755
2.1438
-0.0268
-0.7987
-0.472
-0.2349
-0.2561
0.5529
-1.3736
0.2261
0.1209
-0.354
-0.3579
-1.6027
2.9282
0.0189
-0.546
0.5346
-0.9039
0.8006
0.0608
0.1965
-0.0213
-1.0668
-0.0312
0.3103
0.4496
-1.2975
-0.1005
-0.1692
0.0969
0.3591
-1.5053
-0.3165
-0.6368
1.7212
0.243
0.8083
-0.3948
-0.9812
-0.2828
-0.8167
-0.1899
-0.5125
0.1868
0.5117
0.5337
0.2224
1.4093
1.5663
-0.6483
-1.7419
-0.4352
0.3127
-1.0595
-0.1336
1.4942
0.551
0.4593
0.2846
-0.003
0.6136
0.1056
1.0168
-0.4723
-0.1863
-1.2074
0.4081
0.3283
0.5322
-0.1375
0.0417
-0.0689
1.2964
1.0993
1.2109
-0.8005
0.334
0.5241
0.3548
2.6423
0.6755
1.023
-0.5567
-0.1439
-0.6374
0.1574
-0.8776
0.5639
0.9436
-0.4208
-0.8189
-0.8841
-0.4587
1.779
-0.8595
0.9355
0.2979
1.7591
-1.7122
1.5843
-0.3792
-1.1773
1.2158
1.0467
0.0923
-1.2701
1.1503
-0.7549
-0.066
0.0919
-0.1008
-1.8576
-0.1424
-0.0861
1.9001
-0.2869
-0.0474
-1.1496
1.1668
0.7861
0.761
-0.467
0.1904
-1.603
0.0424
-0.9628
-0.9585
-0.037
0.0927
-0.4013
0.7494
64.033333
0
626
61.11
BREAST CONSERVING
Breast Cancer
Breast Invasive Ductal Carcinoma
High
0
LumB
1
Positve
Positive
3
NEUTRAL
Negative
Ductal/NST
1
Post
1
Right
0
4.04
IDC
Negative
1
null
20
2
Died of Disease
0.3031
-0.9116
0.8407
-1.2385
1.0787
-0.8453
1.0647
-0.0978
0.4468
-1.851
-0.5321
-0.3044
0.4588
0.4327
0.3732
2.0604
0.255
3.1862
-1.0884
2.2194
0.7341
2.0547
0.9031
-0.7325
1.2845
1.2137
-0.4925
0.8991
-0.4541
1.6086
1.9828
-1.026
-0.717
1.1502
0.8222
-0.4889
-0.1869
1.7666
-0.4979
0.8152
0.0824
0.0716
-0.8869
1.2806
1.2617
0.8629
0.4638
-0.1053
0.2607
1.1616
1.1395
-0.397
-0.248
-0.648
1.1705
1.1348
1.3552
-1.3102
1.4647
-1.1926
0.472
0.2555
-1.1066
0.6679
-1.081
-1.6385
-0.6545
-0.9647
-0.277
-0.0124
0.4743
0.5051
-1.2544
-0.6861
1.1055
-0.5284
-0.4363
-1.0946
-1.3962
0.0565
-0.2143
-2.2753
0.7127
-1.9935
0.446
-1.3461
-0.0175
-1.9307
0.7377
-0.5394
-0.5126
-0.3197
-1.4859
-1.2463
0.0016
0.8762
1.1395
2.1461
0.2695
-0.7563
2.2318
-0.1169
-0.8601
-0.6737
0.7115
-1.9479
1.2524
-1.2861
-0.6022
1.3787
0.3085
-1.3915
0.2111
-1.0962
-1.4581
-0.4638
1.8609
-0.78
-0.9022
0.7922
0.781
0.8626
0.7823
-0.865
2.1045
-0.5788
-0.5199
-0.2816
-0.4693
-0.041
-1.2769
-0.3672
-0.0391
-0.2277
-2.6061
-0.0272
0.7232
0.4966
1.648
4.0521
1.4396
1.062
-0.2184
0.2824
-0.6018
-0.6903
-0.2902
0.8373
-2.2958
-0.6231
-1.1059
0.3375
-0.615
2.234
-0.1358
-1.456
0.0648
1.3214
0.8419
-0.5977
0.3131
-0.0139
-0.4052
-0.4135
-0.1564
-0.434
-0.5229
1.6447
-0.1928
0.1758
1.5522
0.5393
-0.0807
-1.0122
-0.3426
0.5188
-0.6293
-0.5923
-1.0318
-0.0763
-0.7546
-0.7452
-1.3028
-0.3913
1.0514
-1.4342
-0.3891
-0.7231
-0.9197
-0.1357
0.35
-2.3985
-1.2234
-0.7512
-0.6336
2.1316
-1.2222
-0.8009
-0.2612
-1.4003
-0.8526
0.487
1.2838
0.2649
-0.0372
-0.9153
0.1837
0.637
-0.7384
0.6841
-0.2679
2.4792
1.0528
0.0764
-1.2131
2.6882
-0.3226
-0.1568
0.0358
-1.1343
-1.4889
-1.2863
-1.0928
-0.1151
-1.152
-1.665
-0.6619
0.1553
2.6607
-0.708
-0.591
-0.5858
-1.3708
1.1728
-1.0241
0.0152
-1.2999
0.2665
0.1708
0.5818
0.8312
2.6209
0.5836
-0.3956
0.0862
1.4535
-1.8519
-1.2395
-2.3157
1.0875
0.119
1.8452
-0.3696
1.035
-0.7808
0.7038
-1.9905
-0.6036
0.3113
-1.506
-1.0064
-2.2051
-0.9476
1.526
1.0747
1.6322
-1.8485
-1.1808
-0.9008
-0.1411
-0.7142
-0.4689
-0.1453
-0.158
2.2887
2.6999
0.8774
-0.993
1.1211
-0.3903
0.3133
-1.1529
-1.7202
-2.3261
-0.4914
0.2663
-0.9714
0.0266
-2.8089
-1.3192
-0.8444
-0.9027
-0.4866
-1.4905
-0.6453
0.3661
-0.6048
0.7643
0.2563
0.5251
-0.3815
-0.0935
-0.7186
0.2302
-0.043
1.4495
-0.5497
-0.6462
-1.0721
-1.3955
-0.6171
-0.5348
0.1993
-0.5127
-1.5232
-1.0472
-1.836
0.7679
0.2601
1.1054
-1.0568
0.5772
-1.6815
-0.3504
0.3142
-0.9372
-1.0045
0.225
0.819
-0.2832
-0.7767
-0.5455
-0.6007
-1.469
-0.3101
-0.5368
-2.5288
-0.0368
-0.8765
0.9742
0.3911
-1.9036
-1.6302
1.668
-0.5057
0.4465
-0.9436
-0.023
1.8405
0.7817
0.2969
0.0478
-0.2
4.234
-0.6178
1.6167
-0.3852
-0.3372
-0.8749
-1.3501
-1.2458
-2.4937
-0.6661
-1.495
-0.5875
-0.1988
0.1248
-0.3
-1.3252
0.004
0.4486
-0.5297
1.3558
0.0078
0.7583
0.4676
-1.1721
-0.3712
-0.0909
-0.6666
-0.3038
0.8736
0.7099
0.0532
1.0008
-1.401
0.1944
-1.4731
-0.92
-1.1153
-0.1213
2.0028
-0.6332
0.5404
-2.0566
0.9419
1.0338
0.7315
0.8768
-2.1161
-0.7349
-0.6615
0.8499
-0.9123
0.0855
-1.2043
0.4458
-1.6766
-1.1992
-0.8954
-0.7902
-0.4746
0.5493
-1.1952
-1.2548
-0.1824
-1.0259
-0.4156
0.7287
-0.2227
-1.2786
-0.563
0.1598
1.1194
0.1107
2.4747
0.0469
0.2573
-0.4676
0.555
-0.8126
-1.455
-0.8322
-0.5522
0.2048
-0.4105
-0.1122
1.4342
-0.5493
-0.1642
1.012
-0.2907
0.1608
-1.0523
2.1229
0.3833
-1.1678
-0.075
1.2643
-0.1754
3.2413
0.1731
0.5309
1.0905
0.5091
0.2155
1.7283
0.4819
0.56
0.1892
-0.0499
-0.4607
0.5408
-1.5736
-0.9025
-0.924
-0.0951
0.7341
0.1688
0.7806
-0.767
1.2623
-0.4908
-0.0545
-0.1327
-0.2783
0.3606
-1.1522
-0.9451
-0.2298
0.8188
1.0441
0.4329
-0.8174
0.2303
-1.5481
-0.5467
-0.0364
-0.6346
35.533333
1
627
54.1
MASTECTOMY
Breast Cancer
Breast Invasive Ductal Carcinoma
Moderate
0
claudin-low
1
Negative
Negative
3
NEUTRAL
Negative
Ductal/NST
0
Post
4ER-
Right
0
5.04
IDC
Negative
0
ER-/HER2-
20
null
Living
-0.9587
1.1598
-2.4122
-0.7141
0.298
1.1494
0.2523
0.2812
1.7004
-0.1041
-0.0522
-0.2678
0.3048
-0.0262
-0.9711
0.1027
1.4352
-0.1762
0.2231
0.4903
1.4804
-0.3005
-0.0472
0.4501
0.0706
0.1714
0.1493
-0.9231
0.2153
-0.94
-0.3598
1.1016
1.5738
-0.0971
-0.138
-0.2981
1.5864
0.5077
-0.8933
0.9092
0.454
1.0841
0.3317
0.7053
0.1622
0.5018
-0.609
0.8978
2.1325
1.1034
-0.0953
0.9107
1.3021
0.6442
0.1759
-0.4779
1.6418
0.6018
-0.2582
-0.0912
0.0471
0.6226
-1.8398
-0.488
0.5602
0.4438
-0.2235
-0.9126
0.5843
0.8092
-1.9305
-0.7452
0.4078
0.3082
-0.3181
1.0312
0.1768
-1.4269
-0.0054
-0.4557
0.9224
-1.4247
-0.0674
1.7835
-1.9154
1.0935
-0.1704
0.2868
-0.6525
-0.4907
-0.2424
-0.845
-0.3274
0.1694
-0.4601
0.5911
-1.2638
0.0207
3.1376
0.2916
-0.5768
0.3344
-1.0625
3.4139
-0.6141
0.7789
0.0935
0.2502
0.7639
-0.3739
1.6455
0.7985
-0.4327
0.8578
0.2142
-0.8393
-0.6079
1.1169
-0.3882
-0.5604
2.663
0.0243
-1.2025
-0.0639
-1.1323
0.8026
0.0652
0.7733
-0.2528
2.9221
2.744
6.7402
0.2225
-0.7027
1.8694
-0.8056
2.2336
0.37
-0.3214
0.6176
0.1579
-0.4104
0.2259
1.5766
2.0544
1.9913
0.7112
-0.4415
1.8893
-0.7318
-0.4337
-0.6946
4.5287
1.1504
0.1736
0.0192
-0.7725
-2.3219
-0.2828
0.991
-0.7465
0.2687
-0.6417
3.3741
2.3689
0.9596
-1.256
-0.3976
0.3302
0.3265
2.4234
0.6786
-1.1087
1.2405
-2.17
-0.2486
0.1647
-1.9351
1.2198
1.1787
-0.7145
-0.3336
-0.2738
-0.535
1.6935
-0.5381
1.5483
0.1052
-1.069
-0.5384
-0.7237
-2.5986
1.0793
0.9298
-0.8222
1.1318
-0.3041
0.4745
1.7421
-0.2294
-0.8541
-0.3046
-0.1774
-1.574
3.2651
-0.7814
-1.2037
0.3068
-0.4699
0.6571
-0.7873
-0.111
0.864
0.9065
1.2748
-0.0763
-0.0257
0.9357
1.6344
-0.6608
1.2311
0.7616
2.4652
-0.5323
0.0941
0.3559
-0.5203
-0.7318
0.5692
-0.1659
-0.6765
1.3412
0.4054
-0.3069
1.9856
-0.1324
-0.6196
-1.0315
0.3025
-1.2335
-0.7553
0.0465
-0.4735
-0.5525
0.8851
-0.4659
-0.4989
-0.0776
0.0125
-0.5696
0.4262
-0.4838
-1.0409
-1.1157
1.2531
-0.3895
0.4581
-0.5716
1.1273
1.3398
3.3011
0.5396
-0.0133
-1.4733
-1.3468
0.3195
0.7075
0.765
1.6477
-0.3457
-1.6175
-1.6275
-0.8974
0.6417
0.1165
-0.6948
0.0019
0.0672
0.4024
1.3032
-2.4911
-0.3704
-0.3644
0.6614
-0.0214
0.3032
-0.2652
0.4991
-1.4866
-1.274
0.256
0.7903
-0.3226
0.4384
1.7918
0.1214
-0.2129
-0.0294
0.2206
0.4373
-0.8579
0.0176
-1.5203
0.5469
0.0402
-0.1743
0.0652
-0.6355
0.7723
-0.4335
-2.1198
-0.1004
1.2556
0.3983
0.2843
-0.5073
-0.6464
0.3879
-1.5493
-0.0546
0.5221
-1.414
-0.5906
0.203
-0.5812
-0.5592
-0.4426
-0.8462
-0.9621
-1.1708
-2.2071
1.1795
-0.4419
1.0458
-0.3012
-0.363
-0.683
-0.282
-0.5368
1.9875
-0.8884
0.3166
1.0938
0.3946
-0.5371
0.4506
0.0133
-0.2306
1.6796
0.2366
-0.8584
0.6724
-0.8517
-0.3971
-0.5641
-0.2743
2.3192
-0.6514
0.2002
0.6573
-0.6219
-0.1954
0.1078
0.7848
-0.3639
1.0809
-1.2926
0.4629
-0.0471
-0.5676
-0.6599
-0.841
0.6801
-0.2543
0.808
-1.3224
-0.3207
0.3686
2.1208
0.0332
1.2472
-0.4265
-0.2598
-0.7785
-0.0315
-0.2429
-1.2138
-0.9558
1.2774
-0.8767
0.3243
0.2183
1.6125
1.6941
0.4904
0.477
0.557
-0.0819
0.7501
-0.2713
-0.6911
-0.8066
0.5762
0.7755
-0.7177
0.1561
0.6324
-0.6192
-0.1908
0.4122
-0.4521
-0.3704
-0.2183
-0.1113
4.2994
1.0567
0.0426
0.2061
-0.4027
-0.2744
-0.8288
0.9075
-0.6043
-1.7841
1.0536
0.1856
-0.8357
0.9493
1.9417
1.1131
1.341
1.0652
1.6958
0.438
-1.6253
-0.2467
0.7994
0.7747
-0.8794
2.0008
1.3547
1.1792
0.2552
-1.3857
-0.4605
1.4843
0.0358
1.6256
1.8395
-0.7889
-0.4906
2.0488
0.8353
-1.0581
-0.5186
-0.5671
-0.3999
-0.1289
0.2048
-0.7164
-1.0902
-0.5751
-0.4456
-0.4337
0.668
-0.5177
-0.5681
-0.2907
-0.6401
1.1924
-0.0252
-0.1536
1.5686
-1.0791
-0.1825
0.3949
0.0933
0.3761
0.5573
-0.3919
-0.7933
0.0072
-1.5638
-0.2441
-1.605
-1.8696
-0.5251
-0.0434
-0.7737
0.766667
0
628
63.98
BREAST CONSERVING
Breast Cancer
Breast Invasive Ductal Carcinoma
Moderate
0
Normal
1
Positve
Positive
2
NEUTRAL
Negative
Ductal/NST
1
Post
7
Left
0
3.02
IDC
Negative
1
ER+/HER2- High Prolif
10
1
Living
1.5095
-0.11
-0.2907
-1.5044
-0.422
-0.47
0.1771
-0.5714
-1.096
2.365
0.1534
-1.3279
0.0867
0.0983
0.1864
-0.621
0.8355
0.8133
0.429
0.9487
-1.3111
0.036
-0.4874
-0.0874
0.8784
0.0207
-0.7478
-0.4214
-0.133
0.8289
0.6783
0.42
0.3376
0.1576
0.4869
0.9113
0.4268
0.4182
0.0021
0.4889
-0.9237
0.0346
0.2643
-0.4521
-0.3711
0.2615
0.4444
-0.4599
-0.9576
-0.8631
-0.3933
0.5506
0.6875
0.1088
0.1344
0.0984
0.7377
0.1091
0.3478
0.3599
0.4155
-0.6523
0.7533
0.324
0.724
2.1946
0.0116
0.978
-1.8141
-0.5146
-0.0196
2.2769
-0.6264
-0.0216
0.2257
-0.548
0.5482
-0.7357
-0.1123
0.6403
1.1407
0.5113
-0.3543
-0.057
-0.0675
-0.2946
-1.6511
0.9156
0.0034
0.4166
-1.1091
-0.4728
0.8704
-0.8577
0.5318
0.1831
0.4722
-0.3762
-0.8874
-0.1929
1.018
-0.4164
0.8345
0.1181
1.0886
0.3505
1.265
0.7507
0.737
1.066
-0.3559
1.1426
0.2136
-1.416
-0.871
0.1656
0.1734
1.2842
-1.2596
0.61
0.3152
0.9877
0.4933
1.0079
0.1592
0.6153
-0.6035
-1.516
0.3729
-0.3396
-0.8529
2.6637
-0.9395
0.6469
-1.2626
-1.0372
0.4717
0.2998
0.2974
1.6053
-0.232
0.2941
-0.9317
0.0942
0.7495
-0.6302
1.1917
1.107
0.1104
-0.1803
-0.9409
-0.3707
-0.2018
-0.4648
-0.7383
-0.5683
-0.1259
0.7244
-0.4411
-0.1787
1.2447
1.4828
0.7964
0.2347
0.1787
-0.7282
-0.713
-0.5738
-0.6193
-1.0326
-0.687
0.2013
0.8781
-0.1754
0.6907
0.4024
-0.3791
2.1433
-0.3823
0.2759
-0.5623
0.3068
1.3634
-1.3311
0.8853
-0.3328
0.3003
-0.3214
1.1208
-0.824
-0.9401
0.7041
-0.1632
-0.1057
0.2101
0.716
0.4762
-0.495
-0.7005
-0.088
-1.0119
-0.5753
0.503
0.1065
-0.1053
0.2039
1.4832
-0.3667
0.8012
-0.3341
-0.8529
0.5417
-1.0319
-1.06
0.3282
-1.903
0.929
0.0668
1.7862
-1.1164
-0.3875
1.4687
-1.0302
1.5036
1.2765
-0.3126
0.1701
-0.5387
-0.7355
0.8928
-0.1837
1.0278
0.1205
0.771
1.9388
-0.1816
0.3046
0.0295
-0.3094
0.5725
-0.6057
0.4149
0.8541
-0.2309
0.5988
0.0511
0.084
-0.8247
0.3998
0.1432
-0.0981
1.2194
-0.6007
0.712
-0.4217
-0.7715
0.8457
-0.2251
0.69
1.5353
-0.5342
-0.0397
-0.1394
0.8595
-0.759
0.2953
0.0399
-0.5011
0.0937
-1.3722
1.3259
0.0197
-0.3239
0.6828
0.0959
-0.5163
1.2024
1.4115
2.2835
-0.493
0.8543
-1.0528
-0.4917
-0.0606
0.2548
-0.3113
1.5603
0.225
0.1753
0.2164
-0.7613
-0.1825
0.0244
-0.395
0.2034
-1.217
0.2478
-1.3428
-0.1268
1.8064
-0.1632
0.1136
0.8917
0.2147
-1.6958
-0.5376
-0.0216
0.3696
-0.0157
-0.8956
0.617
-0.1618
-1.6895
0.8946
0.7506
0.7132
0.1347
0.3418
1.143
1.7113
0.0414
1.0747
-0.0828
0.388
0.6597
-0.4697
-0.1099
0.585
0.8046
-1.3279
-0.3333
1.2862
0.0217
0.5587
-0.7544
-0.0003
-0.1607
-0.258
0.3147
0.3844
-0.2674
0.0574
-0.9853
0.2357
-0.1238
-0.7579
-0.7092
-0.7922
2.6742
-0.3647
0.1952
-0.0735
0.4212
1.28
0.1091
-0.6161
-1.0301
0.0913
0.133
1.1211
0.5996
0.2965
-0.3109
-0.2043
-0.5752
-0.0647
-0.1143
-0.3477
-0.715
-0.316
-1.3307
0.1522
-0.464
0.1792
0.0569
-0.1562
0.2684
0.4582
-0.6438
0.095
0.8579
-1.4063
1.6713
-0.023
0.4302
-1.4975
0.3157
-0.3876
-1.1657
0.5701
-0.5108
-0.6464
-0.6959
0.2133
-0.1112
-0.6617
-0.0395
0.5202
-0.6775
-0.6016
0.8212
-0.5519
-0.6463
0.0472
1.334
0.6589
0.7992
-1.2894
0.6345
-1.9974
0.2928
0.7818
0.6003
0.422
1.5301
0.6619
1.5733
0.7014
-0.8503
-0.2129
-0.3239
-0.5319
1.3029
0.9187
1.2258
0.2089
-0.7721
0.7951
1.3139
0.6415
-0.5066
0.2873
-0.2398
-0.2729
-1.6183
0.1119
-1.028
-0.5259
-0.1386
-0.1852
0.1595
0.5824
0.5565
-0.8668
1.7406
-0.4419
0.922
-0.5246
2.329
0.4331
-0.1812
-1.1424
-0.8678
-0.9213
0.2125
0.1033
-0.7916
-0.9711
1.4612
0.3536
0.3914
0.3435
0.38
-0.5724
-0.5762
1.5942
0.9342
-1.7218
-1.9069
0.5242
1.4679
0.8243
-0.6332
1.5906
-0.0118
-0.5934
-0.0793
0.0271
1.3924
-0.7399
0.9767
-0.1164
-0.6005
0.0832
0.82
-0.5113
1.8104
0.0429
-0.2341
105.966667
0
630
38.35
BREAST CONSERVING
Breast Cancer
Breast Invasive Ductal Carcinoma
High
1
LumB
1
Positve
Positive
3
GAIN
Positive
Ductal/NST
1
Pre
1
Right
0
4.04
IDC
Positive
1
ER+/HER2- High Prolif
20
1
Living
0.7277
0.0839
0.5305
-0.5338
0.9935
1.3324
1.4251
0.6066
-0.3753
0.5248
1.6188
-0.6608
0.8822
-0.7749
0.2468
-0.6753
-0.9916
3.2692
3.5676
2.1793
1.0856
3.7612
0.5504
-0.9223
0.0128
1.3161
0.8811
2.418
1.4858
0.8693
1.0007
-0.751
-1.5783
-0.3028
-0.608
1.3769
2.1628
-1.4218
-0.086
1.137
-0.3854
0.8648
0.9941
0.1985
2.669
1.8498
2.7608
1.1132
1.8941
-1.8107
-2.8639
-1.6729
-0.2689
-0.8835
0.7315
-0.5414
0.8689
1.6235
-0.6368
-2.1446
0.8214
-1.9712
-1.7876
0.1145
0.332
-1.0727
1.0476
0.0412
-1.3945
-0.3486
-1.1505
2.35
-0.4882
1.2739
2.2876
-0.3219
0.5076
-1.1319
0.4901
0.2802
1.4353
0.0213
1.506
-1.7014
0.8359
-1.2226
-0.2714
-0.3589
-0.4505
-0.4533
-0.4305
-0.208
-0.4445
-0.2611
-1.758
2.5745
0.3737
1.9697
1.2605
1.935
1.3496
1.117
-1.4626
-0.577
-0.253
1.1035
-0.2349
1.4651
-1.8877
0.0289
-0.3677
-0.8049
0.897
-0.7822
0.3194
1.0188
1.3939
0.3215
-1.2771
2.3259
0.8401
0.4412
1.3591
-0.1349
0.3698
1.5227
-0.2041
-1.6962
-1.763
-1.185
-1.5461
0.4135
1.4798
-1.0851
-1.8606
2.1567
-0.1373
1.946
1.5218
0.4533
0.5394
-0.6444
2.0862
-1.0731
-1.8803
0.638
-0.753
-0.5317
-2.5516
-0.3933
-0.7704
-0.4565
-0.4898
0.3432
-1.4511
-0.912
1.0641
-0.636
1.5533
-1.2401
1.6014
-0.0339
0.374
-0.9546
0.6136
-1.1755
-1.2432
0.063
0.0781
1.5205
-1.7047
-1.2715
1.5073
-0.9689
0.9594
2.0488
1.2064
0.8344
-1.4105
0.5218
1.6421
0.4493
-1.1538
-1.0169
0.1637
1.5346
-0.9709
0.2709
-0.2757
-1.5181
3.0176
0.216
-0.8136
-0.3228
-0.3876
0.5258
1.2299
0.5056
0.3804
-0.3504
-0.2922
1.0538
2.1773
1.9265
-0.648
-0.6351
-0.396
-0.1772
-1.041
0.5019
0.6407
-0.8234
-1.6546
1.0254
-1.6745
0.666
-0.1093
-0.5305
2.1427
0.3788
-1.1138
-0.2539
-1.3559
-0.7036
0.3406
-1.0785
-1.218
0.1423
3.8881
-0.3815
0.8194
-1.2327
-0.9459
1.5574
-0.8704
-0.7998
-2.1915
-1.3276
-0.6551
-0.0999
-3.5092
3.4139
0.2495
-0.3803
0.6913
-0.2281
-0.5881
-2.2519
-0.2933
1.1488
0.2296
-0.7547
0.0493
3.8093
-1.3133
-0.2372
1.2961
0.1596
0.0975
1.3242
0.2472
0.2366
3.4208
0.6312
-1.1325
-0.9836
-0.7492
0.3643
-1.5036
-1.5003
0.1867
0.5406
0.0274
-1.1007
-0.8209
0.9814
0.7848
0.1515
-1.6357
-0.3028
0.4288
0.8624
-1.4497
-2.8826
2.0323
-2.0699
-1.5914
1.8402
0.2129
-1.1289
0.0074
0.4672
0.4733
-0.5557
-1.5569
-0.7269
0.1794
3.2322
-0.3372
0.2523
0.0905
0.8129
0.3201
-0.899
0.286
-0.4397
0.0533
0.3112
4.1337
-1.1896
0.1582
0.2483
1.0125
-0.3861
-0.6461
-1.4447
0.0009
-0.1331
-1.282
-1.3226
-1.0714
-0.7505
-0.1849
1.8329
4.9966
-1.6603
-0.7742
-2.7378
-1.2683
0.2189
0.4528
0.1022
-0.1958
-1.1565
1.4516
0.6865
-0.7326
0.0007
2.565
0.8572
1.5878
-2.4511
0.6047
0.3983
-0.1889
-1.6669
-0.5667
0.6245
-0.7179
0.4065
0.2085
-2.5229
1.4471
0.2082
-1.4481
0.14
-0.4666
0.0187
-1.2827
0.2764
0.6577
0.0837
-0.4794
-0.1026
0.8383
1.621
-0.9004
0.7288
0.3602
-0.6605
0.7239
1.4343
-0.3396
-0.9861
0.5414
0.8943
-0.7606
-1.4995
1.0512
1.0741
-1.4368
1.1629
0.8656
3.3263
-1.3036
-3.2187
0.9217
-1.4184
-1.6667
-0.2621
-1.7329
-0.3437
-0.7067
-0.815
-1.4004
-1.2296
0.1815
0.6848
0.323
-0.9579
0.6811
0.1167
1.4967
-0.1266
-1.2983
0.6128
1.5974
0.1646
0.7592
0.6348
-0.6259
-0.8669
0.8799
0.12
0.7055
-1.0035
0.5818
-0.4527
-0.5778
0.2209
0.1218
-0.7767
-0.2509
-0.6836
0.8245
0.0912
0.1175
-0.9234
4.5723
0.712
-0.8027
-1.2363
-0.8109
0.2461
0.446
-0.5184
-0.4773
-0.1282
0.1186
0.2459
-0.5075
0.2341
-0.3892
-1.433
0.5651
-0.8127
0.9919
0.1881
1.2882
-0.1127
0.739
1.6189
-0.1326
-0.077
2.6726
-0.7101
3.5078
-0.8367
0.5483
-0.7227
0.1915
-0.8434
0.6644
1.0671
2.8511
-0.5515
1.6537
0.7284
0.3081
0.027
-1.5178
3.277
-0.0802
1.2109
-0.6686
0.0907
0.9271
-2.2118
-0.6955
0.006
-1.2722
-0.1325
-0.0445
-0.2445
-1.3632
-0.3397
1.2866
-0.3664
-0.7365
86.8
0
631
84.41
MASTECTOMY
Breast Cancer
Breast Invasive Ductal Carcinoma
Moderate
1
LumA
1
Positve
Positive
2
NEUTRAL
Negative
Ductal/NST
1
Post
8
Left
1
4.05
IDC
Positive
1
ER+/HER2- Low Prolif
25
2
Died of Disease
-0.068
-0.4446
-0.5275
-0.391
0.0895
-1.1068
0.3271
-0.3621
-0.379
-1.3812
0.8827
-0.3684
1.7623
-1.0531
-1.1422
0.5455
-0.2018
0.3905
-1.3939
0.5631
0.9718
-0.5992
0.7601
0.169
-0.1498
-0.3576
-1.5259
-0.0632
-0.5827
-0.1832
0.0069
-0.6989
-0.1363
-0.4365
0.4467
0.6384
0.8942
0.0409
-0.7762
-0.6916
-1.8075
-0.9835
-0.7662
-0.5639
-1.7619
-0.5036
-1.6791
0.0617
0.1617
-0.6331
-1.1354
0.7168
-0.0036
0.5327
-0.0881
-0.6025
0.0035
-0.3859
0.149
0.3142
-0.1032
-0.015
0.0135
1.0773
-1.4225
-0.5401
-0.4468
-1.1372
-0.2601
0.046
0.4898
-0.1413
0.3155
-0.1207
-0.4835
0.398
0.1755
0.0654
2.0177
-0.3542
0.0421
-0.3628
0.0934
-0.9632
-1.2398
0.3299
0.4205
-1.2325
0.6605
-0.816
-0.3266
-0.1879
-0.0759
-1.2751
0.642
0.7969
-0.7218
0.594
-0.1262
0.1401
-0.3841
0.6176
-1.3296
-0.2236
0.1913
-0.2109
0.1628
-0.5334
-1.1875
0.0378
-0.5943
-0.2597
0.2905
-0.5854
-0.5796
-1.1668
0.9794
-0.1812
-1.1942
1.0495
-0.9192
0.2265
-0.3461
0.1861
-1.0503
-0.776
0.4594
1.6616
-0.1796
-0.255
0.4521
-0.7687
0.2242
1.163
0.6638
1.0325
-0.778
-1.0589
1.1036
0.089
0.645
1.1152
-0.1078
0.7396
0.2792
0.7677
-0.3898
1.0167
-0.0273
-0.3186
-0.9655
-0.917
-0.2955
0.1635
-0.7756
-0.3129
-0.3458
0.5355
-0.9773
0.579
0.3809
0.3279
-0.9734
1.7879
0.7767
-0.7722
0.2583
-0.7857
1.8794
0.2158
-0.0362
-0.0416
-1.5498
0.3849
0.6457
-0.5096
0.1786
-0.1467
1.2898
-0.0392
-1.19
-0.2237
0.4332
0.0553
0.0783
-0.821
-0.7194
0.2449
0.4052
-0.6526
-0.4353
-0.8867
-0.5041
-0.4733
-0.2882
1.1508
-1.3318
-0.1999
-0.221
-0.4711
0.7865
-0.1068
-1.0099
1.3711
-0.7733
-0.7407
-1.2717
-0.5101
-0.8276
-1.8509
-0.3604
-0.2431
-0.151
0.4869
-0.5369
0.2959
-0.5452
0.5815
-0.6107
0.1233
-1.3287
0.6937
0.3806
-1.0257
-1.1411
-0.5114
1.3315
-0.1811
0.8623
-0.0588
-1.0427
0.0364
0.0185
0.9498
-0.3162
-0.7156
0.6877
-1.3296
0.2899
-1.194
0.8045
-0.6155
0.8816
1.5675
-0.0112
-0.4262
0.7288
-0.6389
-0.5896
-0.9619
-0.6442
-1.988
-1.3057
0.6976
0.0778
-1.1516
-0.6937
-0.7749
-1.3104
0.3066
0.2109
1.1892
-0.297
-0.3675
-0.8411
-0.5987
1.1984
-1.1209
1.1055
0.9092
-0.0644
-0.02
-0.945
-0.1434
-0.879
-0.6525
-0.7946
-0.1973
1.3404
-0.0566
-0.1272
0.2301
0.4299
-0.4548
0.842
0.3335
-0.7279
-0.5602
-0.7441
-0.7935
0.7657
-1.1016
-1.7498
-0.9265
1.0293
-0.7599
-1.123
-1.5679
-1.1889
-0.4547
-0.1781
1.3615
0.8791
-0.7901
-1.1493
0.1753
0.1792
-1.023
-0.2605
0.2014
-0.2022
-0.7685
-0.5571
-0.9077
0.3339
-0.2006
-0.6097
0.5241
2.5713
-0.0655
0.5111
-1.2387
-1.0478
-0.0503
-1.15
-1.5358
-0.0808
-1.1742
-0.2781
-0.8966
-0.8095
0.3666
-0.6959
0.1561
-0.3732
-0.0889
0.8028
0.3829
-0.9153
-0.3617
0.0691
-0.7062
0.1229
-0.2606
0.0284
1.2776
0.4622
-0.9729
-0.5121
-1.9311
0.0675
0.9533
-1.0561
-0.9003
-0.4912
0.6353
1.2633
-0.5866
1.0899
-1.1224
-1.4034
0.0793
0.61
1.0124
-0.204
-0.2335
1.5776
-0.6917
-0.4513
-0.8546
-0.7001
-0.3046
0.2069
-0.3618
1.0478
0.3931
0.7227
-0.1395
-0.6283
-0.6305
-0.6068
-1.6724
0.991
0.9796
-0.4764
0.9812
0.3581
-0.5086
0.5828
-0.6271
0.8694
-0.4348
0.2389
-0.0727
-0.2006
0.6503
1.6089
0.1017
-0.3386
-0.997
0.2271
0.1876
1.7542
0.9332
-0.051
0.4721
1.2334
0.6981
-0.8375
1.5019
0.4767
-0.0135
0.4227
-0.1105
1.1715
1.062
0.5717
-1.0602
-0.4348
-0.2556
0.6901
0.6916
-0.2584
-0.6306
1.8308
-0.4479
1.1113
-0.3939
-0.6734
2.1588
0.5766
0.4738
0.7696
-0.8869
0.8181
-0.0629
-1.4485
0.9114
0.5502
1.2655
-0.9401
0.0098
1.8569
2.3113
-1.1149
-0.2401
0.1778
-0.378
-0.2365
-0.2197
0.7984
1.2572
0.4321
-1.7806
0.3742
-0.5342
-0.978
0.6399
0.7056
-0.2861
0.4299
0.2432
-1.497
-0.7897
0.3298
-0.7047
-0.2007
-0.0943
-0.2407
-0.0074
-0.1021
-0.7887
-0.1875
-0.9262
0.7836
-1.2726
1.0113
0.5062
0.0477
0.0183
-0.5064
-0.1626
-0.1243
-0.1841
-0.043
-0.5863
-0.2918
-0.3325
-0.6654
47.433333
1
632
51.92
BREAST CONSERVING
Breast Cancer
Breast Invasive Ductal Carcinoma
Moderate
0
LumA
1
Positve
Positive
2
NEUTRAL
Negative
Ductal/NST
1
Post
4ER+
Left
0
3.04
IDC
Negative
1
ER+/HER2- Low Prolif
20
1
Living
-0.7277
3.3156
-3.2158
-0.0992
-1.0062
-0.236
-0.1193
-0.893
0.1877
0.1244
-0.5546
-0.644
0.2019
-0.1969
0.1436
-0.0708
0.0847
-1.0517
-0.8095
0.3607
0.2651
-1.1631
-1.1642
0.5896
-0.0422
0.2382
-0.2465
-1.1255
-1.1511
0.1641
0.6244
0.2537
1.1504
1.5326
1.7282
-1.1404
-0.0688
1.4712
-1.5028
-0.7577
-0.3295
0.5446
-0.3008
-0.1234
0.5674
-0.3246
0.1917
-0.1108
-0.3735
-0.7432
0.2005
0.8674
-0.4607
-0.1905
-0.5544
-0.0287
-0.0897
0.0591
0.0756
-0.4552
1.2118
0.5287
1.2599
0.3335
-0.0542
0.8787
-0.9067
-0.7841
-0.0813
0.6953
0.0965
-0.5406
-1.2283
-0.9133
-0.4219
-0.8673
0.3923
1.3119
-0.345
-0.5804
-0.0426
0.0962
0.1973
1.612
-0.2027
-0.5993
0.7516
0.3078
-0.9778
0.4496
0.4122
-0.3729
-0.3281
0.7227
0.0358
-0.2349
-0.6036
0.5031
0.0731
-0.2327
1.2494
-0.4223
0.6667
-0.0024
0.5545
0.1953
0.254
0.3359
1.3672
0.043
0.2941
2.7091
-1.1152
-0.2505
0.1988
-1.0745
1.1746
0.8312
-1.6896
1.2064
0.2436
1.4446
-1.6115
0.1534
1.5128
-1.1391
0.1999
-0.9676
1.2567
-0.2808
-1.1244
0.7827
0.7614
-0.4122
0.2545
-1.0127
-1.3648
-0.5143
0.7966
0.6088
-0.7008
0.6677
-0.6385
-0.9141
-0.2955
0.6936
-0.7353
0.0354
1.0278
0.3323
-0.9427
-3.2582
-0.0073
0.1685
-1.2052
0.8987
0.0531
0.1532
-1.298
1.6159
-0.9067
0.5382
-0.8622
1.3051
-1.1379
0.6809
-0.7617
0.5114
0.446
0.6344
0.5041
0.1254
0.6456
2.4686
-0.7691
-0.2983
1.5382
0.3027
-0.1338
0.0495
0.5344
0.5061
0.4312
-0.2198
-0.1431
-0.5258
0.4029
-0.8942
-0.9114
-0.5763
0.5452
0.0371
-0.7413
0.0827
0.3958
-0.0454
0.4415
-0.3492
0.176
0.6987
-0.0429
0.7065
0.2511
-0.5381
-0.1844
0.0624
1.2073
-0.5477
0.6795
-0.3591
-0.5785
-0.1862
1.0443
0.2555
2.6848
0.5791
2.5359
-0.0072
-0.1462
0.0898
2.1085
2.2117
-0.1466
0.3935
0.031
-1.034
0.5474
0.3499
-0.6713
2.59
-0.4492
1.6525
1.5395
0.9706
-0.0081
0.4022
-0.5817
1.5615
0.5554
-0.4796
-0.3829
-0.8569
-0.4915
-0.8181
0.2453
1.9516
0.0016
0.1143
1.2312
-0.1319
0.4053
-0.9275
-1.0883
-0.6493
-1.184
-1.1266
0.5516
0.7929
1.7946
0.3246
0.892
-0.0695
-0.7272
-1.488
-0.6815
2.2864
1.7075
-1.7658
1.1699
-0.2456
0.8766
0.3888
0.0033
2.1397
0.1013
-0.9405
-2.0422
0.5045
0.164
0.2283
0.4369
-0.4298
-1.2202
-0.5379
-1.0702
-0.6646
2.5813
-0.2018
0.4296
-0.0231
-0.4337
-0.1834
-1.1974
-0.8148
1.177
-0.8443
-0.74
-0.6216
-0.7262
2.1651
0.5521
0.4438
0.097
-0.8341
-0.4771
0.5017
0.0879
0.7383
2.0649
0.1916
0.2704
-0.0805
1.2823
0.1734
0.5871
1.4814
-1.4576
-0.1435
0.8617
-0.5963
0.5617
-0.3
-0.5686
-0.1396
-1.8143
0.355
-0.165
0.6941
0.4763
-1.1796
2.2523
2.4199
0.4107
1.2541
-1.3497
0.9723
0.277
0.4993
-0.6535
-1.0427
-0.451
0.8058
-1.8088
-1.0629
-0.8371
0.8077
-0.5956
-0.294
-0.7048
1.3564
0.2873
-1.3267
-0.0297
1.6768
0.8259
0.0595
-1.4276
0.2551
1.3281
-0.77
0.4144
0.6724
-0.2408
0.0964
-0.0955
-0.3678
1.7515
-1.2016
-0.8985
0.5764
-0.6422
1.6001
0.1649
0.7118
-1.205
1.0591
1.2798
0.7397
0.6634
0.1362
1.341
0.161
1.9624
-0.9972
1.7679
-1.0148
0.1514
-0.2322
-0.1609
-0.0007
0.0163
-0.6614
0.6782
0.5855
0.1944
-0.4972
-0.2478
0.8881
-0.3787
-1.3735
-0.5423
-0.5187
0.8717
1.349
0.6219
0.1186
1.0377
0.3732
1.3111
-3.15
-0.0849
0.0817
0.5029
-0.4284
0.2494
3.1478
1.2138
0.2133
-0.1343
-0.3047
-0.0367
-0.0079
-0.7555
0.3901
0.9516
0.4344
1.0338
1.7222
2.0429
-0.5725
1.125
0.5123
1.266
0.2308
-0.2117
0.3072
0.3012
0.5561
-0.4286
1.4757
-0.3655
-0.2962
-0.9841
-1.0823
1.2102
-0.6692
-0.6178
-0.2459
1.0897
0.7993
-1.2533
0.4971
-0.7625
-0.105
0.274
-0.5556
-0.0269
-0.0184
1.6386
-0.0859
-0.2855
-0.8193
-0.1718
-0.5403
0.6539
-0.6893
-0.8765
-1.4673
-1.1057
2.3543
2.8801
-1.0566
0.8715
0.1913
-0.5984
-0.5047
-1.6808
-0.3966
1.1314
-0.8505
-0.4446
-0.5715
-1.2391
-0.1119
0.05
-1.1536
0.1374
0.7652
1.4696
56.5
0
634
55.99
MASTECTOMY
Breast Cancer
Breast Invasive Lobular Carcinoma
Moderate
0
claudin-low
1
Positve
Negative
2
NEUTRAL
Negative
Lobular
0
Post
4ER+
Right
0
4.01
ILC
Negative
0
null
5
null
Living
-1.6118
-0.6704
-0.3459
0.9029
-0.9541
2.7183
-0.5546
-0.3798
-1.5619
-2.0305
0.317
-0.539
0.3454
1.1171
-2.6166
-1.3285
-1.9202
-0.1406
-1.9533
-0.2812
2.0253
-1.0896
0.17
1.2468
-1.7938
-2.0092
-1.2391
-0.7242
-1.7779
-0.944
-0.1106
0.641
2.238
-0.7505
-1.6926
1.8185
-0.5297
-1.1459
-0.6654
-0.6131
-0.7787
1.4359
-0.2377
0.7086
-1.1912
-0.2215
-1.8634
1.246
2.0675
-1.2549
0.255
1.1625
0.898
3.4239
-0.7013
-0.9512
-0.7623
2.6995
-2.0628
0.1249
0.0446
-4.2282
-2.0302
-1.4148
-1.3409
1.2559
-0.9017
-0.0081
-0.0067
-1.9574
0.6438
-0.923
1.0928
0.348
-0.5435
-1.0146
-0.0357
-0.3078
0.3508
1.0035
1.1514
1.154
0.4371
-0.5699
0.1667
-0.6062
-0.3315
-0.0156
-1.095
0.6855
-0.7935
-0.1622
0.9625
-0.137
-2.1777
0.8828
-0.8772
-2.0521
3.5124
-0.445
-1.1864
-2.2858
0.3143
-0.7026
-0.7524
-0.6847
0.9222
0.1043
-0.4253
0.3894
1.5083
-2.5746
0.0035
3.6001
-1.6296
-1.2408
-1.1357
-0.4638
1.5003
0.1973
-2.2673
-0.5643
0.5479
-0.5322
-0.9405
-1.415
2.827
-0.9294
0.353
-0.6003
1.654
-0.821
-0.368
-0.6649
1.2795
-2.4292
1.372
-0.9187
-2.3629
-1.0731
-0.4976
-0.4268
-0.8802
0.8169
2.0649
-0.4204
-0.4342
3.937
1.825
-0.3402
-0.5933
0.4096
1.201
-1.4139
-1.628
0.1694
-1.1972
-3.0603
0.1483
-0.4985
1.301
1.4017
1.2116
3.5405
-0.5314
2.0088
-0.5877
0.8606
4.6456
-0.7087
0.1266
-0.3098
-1.5786
-0.0127
-1.5684
-0.2624
-0.9159
0.9765
0.5581
-0.5293
-0.6178
0.0082
2.1147
-0.1452
0.8331
-0.0115
-0.2572
-0.1391
2.1356
-1.1197
2.4253
0.0571
0.0971
-0.3335
-0.9444
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0.376
0.1926
-0.1099
1.5402
-0.8601
-0.2409
-3.0336
0.1467
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-0.274
-1.7247
-0.621
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0.5922
2.7898
-1.9111
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-0.1065
-0.3559
0.1175
0.5872
3.0893
-1.5793
0.6675
-0.0147
0.0863
0.0901
0.5222
0.5254
1.2401
0.8678
-0.4384
1.9098
-0.9206
-0.0124
-1.3922
1.1142
-1.5097
2.8794
-0.9007
-3.014
-1.0399
0.3205
-0.1382
-0.265
-0.116
0.0767
0.353
2.0247
-0.4709
-0.9996
-2.1319
-2.6814
1.2618
-1.4351
0.5303
0.5759
0.1923
0.229
1.7436
3.3074
0.7524
0.5336
-0.4284
-0.752
-0.0933
0.5237
-2.0901
2.2498
1.2511
-1.767
-2.706
-0.8847
1.0341
-0.6059
-1.3673
3.7096
0.1287
2.9034
0.7091
-0.6799
-1.7905
0.1934
1.2332
0.748
0.4481
0.3154
0.172
-0.233
0.1286
5.118
2.7417
0.5963
-2.7668
0.0971
-2.6356
-0.8362
1.4224
-0.02
-1.1193
-0.1789
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0.5287
0.8974
5.399
-0.6266
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2.6356
2.3784
-1.2341
0.0961
0.2427
-2.4056
0.5521
0.9379
-0.4991
0.5558
0.1007
-2.7308
1.8037
0.2586
-1.3534
-0.2303
-0.5983
-0.6694
0.2363
1.27
-1.854
1.1155
1.1994
-0.3307
-1.0374
1.2848
2.0872
-0.3021
-1.1543
-0.2933
-0.0188
-1.8247
0.1782
1.1232
-0.8123
-2.52
-0.3434
-1.0248
1.0306
2.0324
-0.7268
-0.5594
-0.0876
-1.8772
1.0239
-1.421
-1.6614
0.3558
3.4367
-0.6109
2.2523
1.4164
0.188
1.1079
-0.5288
0.2749
-0.0125
-1.4923
-1.6933
0.1488
0.0293
-0.4888
-1.2867
0.669
-0.3114
-0.4712
-0.7157
-1.5936
1.5565
-0.9422
0.5079
-0.9002
1.6805
0.0205
0.1843
-2.3234
-1.1954
0.3766
-0.0972
1.9039
0.3956
-1.9843
-0.9867
-1.0475
1.8619
-1.2767
2.1876
-1.1257
-0.3014
-0.1555
-2.3037
0.4294
-0.5193
-0.2031
1.1624
-0.4802
-1.5581
0.6137
0.7776
-0.8728
-0.89
-0.3129
0.5117
-0.686
-2.7328
6.4569
-1.3262
0.3587
-2.6089
-0.074
-1.3652
6.6354
0.189
0.2692
1.1087
-2.1296
-0.0839
-0.5714
0.7079
-0.731
0.2656
0.9701
1.0739
1.2311
1.2028
-1.8711
-1.7183
-0.3665
1.4756
1.8365
-1.0991
2.8641
-3.0238
0.4793
-0.3957
-1.023
0.9196
1.8908
0.9536
-0.2643
-1.504
-1.2756
-0.406
2.2221
1.2266
2.7567
0.3854
0.782
0.362
-0.0119
-1.873
-2.722
-1.2669
-0.3783
-1.1781
-0.4344
1.8793
-0.5976
-1.1459
-0.0819
-2.9694
-1.2205
1.5889
0.4925
0.7744
-1.137
0.3602
5.0343
0.125
-0.0215
0.929
-1.0462
-2.3067
1.0173
-0.354
0.4798
-0.649
-0.9108
-0.4915
-0.2199
-0.8591
17.766667
0
636
26.36
BREAST CONSERVING
Breast Cancer
Breast Invasive Ductal Carcinoma
High
0
LumA
1
Positve
Positive
3
NEUTRAL
Negative
Ductal/NST
1
Pre
6
Right
0
4.024
IDC
Positive
1
ER+/HER2- High Prolif
12
1
Died of Disease
-1.4033
1.5005
-0.5954
-0.8725
0.3942
-0.2058
0.7526
-0.405
-0.6027
-1.9004
1.0899
-0.4503
-0.1422
-0.7899
-0.8505
-0.1422
-0.1038
-0.9473
-1.3146
1.4504
1.892
-0.6814
-0.3369
0.0944
-0.4632
0.9912
-0.113
0.1768
-0.37
-0.4412
0.0216
0.7288
0.6041
-0.4739
0.3343
1.208
-0.4031
-0.6454
0.5965
-0.5491
-0.1922
1.102
-0.0846
1.1637
0.0465
1.0063
0.0536
1.6169
1.6629
-1.1624
-1.0491
0.5967
0.6908
-0.8413
-0.017
0.9592
-0.4383
-0.2607
-1.0361
-0.528
-0.9174
-0.4426
-0.7258
1.8625
-0.714
0.4251
0.0996
-0.5529
0.1546
-1.169
-0.8171
-0.6671
0.4778
-0.8426
-1.3345
-0.3819
-0.1817
0.1636
-0.0671
0.3602
-0.5435
0.317
-0.4295
-0.6747
-0.6878
-0.7579
-0.8232
0.103
-1.1642
-0.5098
-1.1215
-0.6693
0.4422
-1.2122
2.363
0.6687
0.0436
0.7852
0.7024
-1.5148
1.3478
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0.5719
0.1414
1.5061
-0.0159
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1.0586
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0.6752
0.8476
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0.9592
-1.4223
-0.7168
0.5567
-0.2949
0.1789
0.1136
-0.3362
-1.9565
0.0219
0.5941
0.0593
0.0032
0.9009
0.1827
-0.0142
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1.3185
0.1365
0.1933
-0.1059
0.9262
-1.8487
1.0297
-0.6202
1.1925
0.7524
-0.0833
1.4051
1.3159
0.3041
-0.413
-0.2867
-0.3323
-0.8558
0.9245
0.2022
3.0948
0.2207
-0.9395
-1.5102
-0.5037
-0.5779
1.2367
2.1004
1.3795
1.0681
0.1283
0.6096
-1.6169
-0.0959
-0.9701
0.3435
-0.0555
-0.9759
0.1871
-0.1494
0.0802
-0.5126
0.1312
2.5298
1.3561
-0.1206
-0.7572
-0.2782
0.1967
0.2205
1.1406
-0.5202
-1.0867
0.1483
-0.0376
0.6932
-0.0908
-0.1983
-1.2485
0.4103
-0.2093
2.3759
-0.1482
-0.3112
0.9551
-0.0217
-1.2395
1.0102
-0.1378
-0.8559
-0.4293
-0.1257
0.9671
0.7332
1.3716
0.1707
-0.4762
2.1534
-0.5598
1.7625
1.7225
1.6754
1.3192
0.6093
-0.3848
-0.524
0.5845
1.3391
-0.0639
-0.3466
0.1886
0.5342
0.0157
-0.7525
0.2474
0.2644
-0.1935
0.3202
0.8458
0.5584
-0.6251
-0.8226
-0.0515
-0.4355
0.4062
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0.2163
0.0225
0.2837
1.1688
0.7862
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0.424
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-0.9729
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1.2547
0.3358
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0.1338
-0.594
-0.0789
2.5468
-0.2817
-0.1148
0.3813
0.5723
-0.8477
4.9705
-0.006
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0.5429
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-1.1128
-0.4941
0.2482
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1.1397
0.8932
1.5078
1.8095
-0.0609
-1.0179
1.2963
0.9173
-0.2994
-0.172
1.2083
1.1723
0.4479
-0.0918
-0.7301
-0.6922
0.5439
0.8603
0.0614
-0.1898
0.2527
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0.3528
2.4117
0.4765
0.7726
0.4707
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1.5699
0.926
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0.8666
1.0206
0.7619
-1.9457
-1.2036
0.0305
0.4597
0.4586
0.1445
0.1178
0.2956
1.1688
-0.3708
1.5484
-0.6999
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-0.101
-1.1642
-1.6456
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-1.1864
-1.3811
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2.5143
1.4078
0.3843
1.1068
0.7321
0.2501
0.7513
5.1421
-0.5709
-1.4003
-0.2416
0.6598
-0.2082
-0.5423
1.8149
-0.1313
1.2879
-0.2721
-0.1675
2.34
-0.768
0.1576
0.3048
0.3673
-1.4969
0.1502
-0.1455
0.0099
0.765
0.246
-0.1335
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0.1655
0.3109
-0.0232
0.3817
-1.27
0.4552
0.5823
-0.5002
-0.7027
-0.3912
-1.0095
0.0451
1.243
1.0221
-0.728
-0.1578
1.3614
-1.6648
0.3577
-1.7435
1.0712
-0.4048
-0.5632
0.072
0.001
0.5627
0.5218
0.2479
1.251
-1.2182
0.2978
-1.2228
0.7074
0.3289
-1.0865
-0.5606
-0.3878
-0.501
-0.1806
-0.5239
1.358
2.3111
-0.1359
1.2738
0.9928
0.8338
-0.5818
1.1438
-0.1539
-0.1692
0.5225
0.1768
0.6995
1.3589
-0.1413
-0.8135
1.0994
-0.1424
-1.0462
0.2806
-0.4571
-1.7702
-2.2198
-0.8176
-0.4281
-0.2256
1.4759
1.2673
1.5322
0.4576
1.5651
1.0542
-0.0907
-0.3219
0.2372
1.6523
0.6024
-0.1958
-1.3857
2.2364
0.1296
0.2529
-2.803
-0.0211
0.6303
-0.076
-0.0762
1.3522
0.7985
1.0592
1.7065
0.9041
-0.7078
-0.3721
0.3034
-0.011
1.8105
-1.6578
-0.5418
-0.2966
0.4901
-0.997
-0.8618
-0.6789
-0.6148
0.8861
-0.2711
-0.0948
0.3579
0.7549
1.7983
-0.5428
-0.403
0.262
-0.6926
-0.2212
0.0393
0.328
1.6581
-1.1396
0.9574
0.6034
-0.9604
-0.5545
0.0293
-0.8149
-0.3717
32.633333
1
637
75.71
MASTECTOMY
Breast Cancer
Breast Invasive Ductal Carcinoma
High
0
LumB
1
Positve
Positive
3
NEUTRAL
Negative
Ductal/NST
1
Post
10
Right
0
4.062
IDC
Positive
1
ER+/HER2- High Prolif
31
2
Living
0.9505
-1.7205
-0.2839
-2.1902
0.6542
0.0337
0.3312
0.6276
0.6342
-2.1717
-0.265
-0.1117
0.6456
-0.9337
-0.3022
0.2585
0.5033
2.5281
0.3978
0.7299
0.0242
1.2227
-0.0466
-0.3169
0.5692
0.5415
3.2061
-0.8336
0.7389
-1.9096
0.1028
-0.3875
-0.2835
2.1478
-0.4621
1.7038
-0.0274
-0.4116
-0.2132
-0.2228
0.9019
1.3915
2.0261
0.2753
-0.4979
0.7596
-0.4914
-0.9087
-0.7342
1.2538
-0.7016
0.0286
-0.1677
-0.9096
-0.3843
0.1871
0.1289
0.1443
-0.0313
-0.392
-0.3926
0.6993
-1.9864
0.4981
-0.92
-0.5771
1.5769
-0.8203
-0.3008
-0.6061
0.0709
0.2494
-0.4115
0.4014
-0.8515
-0.5522
0.9668
-0.4165
-0.4739
-2.4267
-1.5284
-0.8549
-0.488
-0.7155
-0.1819
0.0555
-0.5996
-1.0233
0.1281
-0.9534
-2.2262
-1.7759
-0.2917
-1.2961
1.0965
0.9447
0.6812
2.3556
0.1585
-1.249
-1.7164
-1.1723
-1.9355
-0.5537
-0.4168
0.077
-1.4319
-0.6904
-0.8562
-0.6563
0.1419
-0.8198
0.7942
-0.9423
-1.3552
0.025
2.4655
-0.4304
-1.3829
0.2534
1.2029
2.4717
-0.5463
-0.0082
0.0241
0.26
1.5886
0.744
1.3199
0.8363
0.167
-0.19
0.5942
-0.9525
-1.7766
-0.4785
1.7359
0.4669
0.3118
-0.1554
-0.4407
0.4602
1.262
0.8375
0.2322
0.5944
1.2052
1.1778
-0.6795
-0.7737
-0.2369
0.9749
-0.7567
0.2113
1.1324
-0.6155
-1.2151
-3.4469
0.7194
0.9591
0.4026
0.8264
-0.0337
1.1171
-0.2021
-0.0332
-0.9009
2.0439
-0.2152
0.5569
-0.0084
0.4338
2.445
-0.546
-1.1096
-0.2702
-0.2139
-0.014
-0.6683
-0.2618
-0.2398
-0.1846
-0.8994
-1.4368
0.2838
-0.1664
0.0116
-0.5057
-1.0901
-1.2516
0.8735
0.0375
-0.4901
0.309
1.5099
0.2625
-0.4632
-0.5396
-0.2697
-0.5385
-0.6276
0.7027
1.0395
0.4183
0.0777
-0.4547
0.0598
0.1593
-0.2731
-1.1161
-0.4476
5.1465
1.1459
-0.7882
-0.4729
-0.4534
-0.0963
2.4926
-0.2015
1.3019
0.4648
-1.2166
-0.0549
0.986
0.5154
-2.0746
-1.1924
-0.9782
2.4799
-2.0068
-1.1514
-1.0435
-0.8722
0.167
1.5286
-1.3194
-0.327
-0.1342
-0.3168
-0.7861
-3.5996
-0.3223
1.2734
-1.1747
1.1363
-0.1424
-1.3389
-1.5074
-0.9595
0.4155
0.3313
-0.4632
-0.4079
0.2622
0.6175
-1.6546
-0.8928
-1.2867
-0.9499
-0.8207
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-0.8749
0.2232
0.0184
-0.0486
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0.1201
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-1.4185
-1.5041
0.3592
0.103
2.1022
-0.0965
3.6655
-1.9104
-0.6862
-1.3658
-0.068
0.4602
-1.0658
0.1311
-0.6856
-0.8092
-0.0288
2.394
0.4574
-2.2553
0.564
-0.1715
-1.3043
0.1611
1.7098
1.2725
-1.895
0.8359
-0.9982
-0.0525
-0.5186
0.3446
-0.4756
0.0844
0.8532
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-0.4464
2.2848
-0.3233
0.5388
-0.4357
-0.7327
-0.4034
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1.0175
-0.6973
-0.5282
-0.0448
0.9613
-0.1397
-0.8922
-1.4115
-0.8558
-1.5396
0.325
2.0497
-1.9892
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0.5906
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1.1668
0.4444
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0.5804
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-0.795
0.8409
0.6783
0.9928
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2.0645
-0.7146
1.1257
1.5518
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0.2133
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1.0752
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0.6276
3.0622
-0.7388
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-1.3709
-1.8622
-0.5872
0.0245
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2.7784
-1.5641
1.0519
-0.1281
-0.7376
0.1704
-0.3974
-1.3388
0.5887
-0.6344
1.4832
-0.7578
0.4175
-0.7277
0.4143
-0.6296
0.7889
-1.2123
-0.9675
-0.2803
0.1266
-0.1731
-0.0178
1.0683
-1.1433
1.0949
0.5939
0.0523
-0.1205
-0.4377
0.3574
-0.5502
0.6602
-1.1689
-0.1064
0.15
-0.2605
0.0238
-0.9968
-1.0911
-0.2982
1.2885
-1.0613
-0.2905
-0.1504
-0.6866
-0.6208
-0.4714
0.2315
0.3491
-1.0494
-1.4503
-0.363
-1.0299
0.0575
-0.4179
1.5959
-0.228
-1.5852
0.2489
0.9732
-0.7391
-0.568
1.4763
0.5148
0.3227
-0.3988
0.0268
1.7895
-0.4329
0.008
0.9799
3.3279
1.4829
-0.7102
1.6361
-0.6396
0.0298
-0.5829
0.7548
-0.8435
0.7317
3.158
2.0227
2.5361
2.8534
0.1108
0.2348
0.1464
1.2765
-0.0311
-2.7959
-0.1638
0.4156
-0.5873
0.2397
-0.5286
-1.3601
0.0645
-0.6547
0.022
-0.4569
-1.7534
-0.3913
-0.6631
0.4877
0.6359
-1.0025
-1.8338
0.3959
-1.5239
1.8763
0.1118
-1.2741
0.4008
0.4473
-0.9204
-0.9275
0.1306
-0.8016
0.0425
-0.3225
-0.0928
-0.7961
80.666667
0
638
66.95
MASTECTOMY
Breast Cancer
Breast Mixed Ductal and Lobular Carcinoma
Low
0
Normal
1
Positve
Positive
2
NEUTRAL
Negative
Mixed
1
Post
4ER+
Left
1
4.064
MDLC
Negative
1
null
32
2
Died of Other Causes
-1.2836
0.2367
-1.3503
0.1161
-0.3747
0.1216
0.1233
0.4407
-0.7457
-0.5902
-0.3421
-1.2088
-0.482
-0.6615
-1.0911
0.1124
-0.9108
-0.5782
0.5097
-0.4644
1.0862
-0.1589
-0.6751
-0.8507
-1.7074
-1.8798
-1.2288
-0.3889
-1.1862
-0.4783
-0.2318
0.2366
1.5627
-0.002
0.0183
0.7262
2.0886
-0.4453
-2.3797
-2.1183
-1.2901
0.1097
-1.2582
-0.592
-1.2375
-0.6104
-0.3972
0.7373
-0.8501
-1.462
-0.4712
0.1951
0.0874
1.3002
-0.3127
-1.0394
0.218
1.0749
-0.7136
1.0815
-1.1551
-0.0068
-0.1832
0.8665
-0.819
1.4422
-0.4009
1.4492
1.0036
0.4819
-0.5681
0.308
0.3719
0.1248
0.1376
-0.8862
1.0276
-0.0971
0.1081
1.3369
0.3488
-0.0899
0.4577
-0.6931
0.3095
0.2322
-0.6013
-0.8728
-0.3382
0.2209
0.2678
-0.926
-0.0439
-0.2229
0.1089
1.1249
0.2299
-1.1293
1.1192
1.6926
-1.3903
-1.4123
0.1313
-0.6652
-1.1386
-0.6362
1.5475
0.1548
0.4804
1.1408
2.3898
0.1892
0.5232
1.2026
-0.8006
-0.825
0.4553
0.1196
-0.3234
0.8536
-1.4768
1.1755
0.1664
-0.0943
-1.5498
-0.8276
0.4207
-1.0918
1.5666
0.5107
0.1236
-0.0367
0.2348
1.1322
-0.5484
-0.0767
1.4986
-1.8233
-0.7148
-0.4432
0.0066
0.1051
-1.6223
-0.3484
0.9599
-0.7071
0.664
-0.2732
1.3412
0.0758
-1.2728
0.8539
0.4117
-0.2303
-1.2018
-0.7286
-0.9715
0.4291
-0.1013
0.0802
0.896
0.6938
0.2624
2.5023
-0.1123
1.4795
0.6867
0.4056
-0.2723
-0.8071
0.4064
-0.6945
-1.4259
0.6811
-0.8157
-0.5631
0.3529
-0.3405
-0.0408
-0.6435
1.0661
0.7974
1.1044
-1.6317
0.1425
-0.9699
-0.1425
-0.356
0.0353
-0.8973
-0.4915
1.7294
-0.4041
0.1737
-0.3816
1.9408
0.6472
0.0512
0.5182
-0.3805
0.2131
-0.5503
-0.2215
-0.2606
-0.9627
-0.8548
-0.9542
-0.7805
-0.8061
0.8152
-0.754
-0.6841
-2.0315
1.5
2.23
-1.6949
0.5665
0.6119
-0.8445
1.0641
0.5455
0.2269
0.7125
-0.39
-1.0276
-2.2823
0.8523
-0.4688
-1.2074
1.5589
-0.4704
-0.0021
1.1566
0.8108
-0.2364
-0.4918
0.3877
-0.2645
0.4414
-0.5142
-0.7802
-0.8994
-1.1419
-0.9449
-0.3428
-0.481
-0.0591
-0.8544
0.2263
-0.9897
0.1792
-1.0374
-1.494
1.2462
1.1875
-0.6597
0.4465
-0.5215
1.5953
0.6544
0.7103
1.4081
-0.3484
0.068
0.2875
-0.543
0.4801
0.1063
1.2711
0.7928
-0.5169
-0.5625
-0.3219
1.7139
-0.0661
0.9017
-1.6441
0.9326
0.6078
-0.0141
0.8838
-0.5155
-0.2958
-0.8158
0.2363
0.3249
0.7858
1.5465
-1.4983
0.1645
2.3067
1.8549
-1.3511
-1.6225
-0.2811
-0.2453
0.118
2.1409
0.4206
-0.4676
0.1416
-0.7112
-0.4938
-1.9339
-1.3016
-0.464
0.1056
-1.0778
2.3695
1.7984
-0.7297
0.9285
-0.3873
-0.2184
0.6986
0.1861
-0.3102
1.133
0.2365
0.0873
0.5633
0.1475
0.2382
-0.3912
-0.9064
-0.6968
0.3642
-0.1543
0.3172
2.4891
-0.1773
-0.3447
-0.6922
0.7265
0.3118
-0.1643
0.7411
-0.506
0.4585
-1.6417
0.7929
-1.1587
0.0385
-1.9904
-0.9537
-1.1077
0.5774
-0.3565
-0.4763
0.3888
0.6864
-0.1438
-0.3811
-0.9078
-0.6095
-0.1237
0.9909
-1.2261
1.7919
0.1653
-0.2564
-0.5778
-0.0322
0.9802
0.2463
-1.2493
0.6343
-0.2669
-1.0092
-0.6963
-0.5995
-1.203
0.0885
0.0729
-0.4212
0.4151
1.6251
2.6041
0.583
-0.9037
0.631
1.4401
0.1762
-0.5393
-0.2735
-0.0793
-0.4363
2.0711
-1.0789
-0.8612
2.2468
-1.13
0.0866
-0.5721
0.3339
0.2602
-0.3409
0.5936
-0.3722
-1.0291
-0.0089
-0.7778
1.3182
2.2134
0.2289
1.5286
1.0249
-0.0557
-1.3134
-2.0277
0.0084
-0.0738
-0.3944
3.143
-0.4005
1.5513
0.9813
0.0176
-0.8398
0.1622
-1.1064
-0.8751
0.1389
-1.7737
1.63
0.3941
1.6337
0.0015
0.4973
-1.6145
0.76
1.1131
1.4766
1.1723
0.0569
0.5714
-1.0648
2.0622
0.6085
0.3158
-0.0477
0.9532
0.6195
-0.1981
-0.0358
-0.4271
1.1926
0.0628
-1.3768
-0.8957
-0.6397
0.8167
0.5511
0.6852
3.4968
-0.6064
0.4694
-0.1005
-1.1914
-1.5611
0.9389
-0.5249
0.7017
-0.2601
1.1318
0.9704
0.5024
-1.0864
-0.128
-1.4861
0.3387
0.571
1.6198
0.9968
0.8679
-0.0632
1.4464
0.4534
1.3568
-0.6626
0.4451
-1.0512
0.076
0.2482
0.3283
-0.5526
-0.375
-0.2713
-0.696
103.766667
1
639
50.39
BREAST CONSERVING
Breast Cancer
Breast Invasive Ductal Carcinoma
High
1
Basal
1
Negative
Negative
3
NEUTRAL
Negative
Ductal/NST
0
Post
10
Left
0
4.036
IDC
Negative
1
null
18
1
Living
1.2692
-0.4805
0.2868
-2.3348
1.2896
0.6273
0.6105
2.6319
-0.0157
-0.5622
-0.579
0.5763
-0.169
1.0687
0.7463
0.1018
0.9537
0.0155
2.2739
-0.7028
2.5902
1.3325
-0.4113
1.6794
-0.5476
1.3069
1.6812
1.4587
0.9842
-0.6714
1.4751
1.9679
-0.9892
-0.6056
0.0903
0.277
0.8528
-0.961
0.1581
0.9324
1.4832
1.99
-0.6409
0.3543
0.5778
1.5351
1.1692
1.1128
-0.548
-1.3485
-1.8858
0.6902
1.2723
0.4908
-0.3365
-1.8407
-0.0657
3.9897
-0.3858
-1.0747
-0.2355
-0.3432
-0.6251
0.9035
2.2561
2.1992
1.1578
-0.6684
-0.6732
0.8047
-0.9437
1.3344
0.8416
-0.5003
0.2252
1.5725
0.3952
-0.8507
-0.2395
-0.1376
0.1804
0.3646
0.5728
-0.0594
-1.5777
1.5519
-0.868
-0.475
0.2544
1.0446
-1.0425
0.5341
0.0198
-1.5512
0.3343
0.4155
1.0358
-0.27
-1.5983
-0.3596
0.6967
-0.211
-1.4448
-0.2526
-0.3317
-0.5294
-0.064
3.1089
-0.0398
-0.8084
-0.0544
-1.0557
-0.2898
-0.0335
-1.3543
-0.5458
-0.578
-0.2431
-0.0941
-0.5464
1.6086
0.6738
-1.8511
-1.2367
-1.9747
-1.7801
0.847
-0.1578
-1.3682
-0.3124
-0.1535
-0.7048
1.2348
-0.9595
-0.1342
-0.2066
-0.745
-1.1872
2.881
0.6847
0.9855
-0.4082
2.704
-0.0269
-0.2768
2.4463
1.3648
0.4462
-0.6162
0.7675
-0.1859
1.0422
6.6781
0.5888
-0.0545
-0.5535
-0.5966
-0.195
-0.1481
0.0015
-0.0122
-0.0777
-0.4792
0.8628
0.053
-0.5235
-0.0747
1.0664
-1.1353
-0.5339
0.9664
-0.6054
-1.0982
0.0801
-1.0612
-0.3282
-0.9952
-0.3158
0.4511
2.0638
-1.3547
1.4174
0.305
0.2486
0.6885
0.3765
0.8326
-0.1573
-2.3516
-1.8877
-0.2794
0.9985
0.1256
1.0384
0.0449
2.0676
-1.6168
0.525
-0.5803
1.3948
0.658
-0.2154
1.3726
-1.5544
1.997
-0.7514
0.303
-0.1607
0.2784
-0.6042
0.3992
0.1776
-0.919
0.6709
-0.6694
0.8929
-1.3714
-0.6882
0.3393
-0.7551
-0.0052
-0.0097
0.662
2.5327
-0.0788
-1.0161
1.2021
0.0729
-0.3118
0.8155
0.1291
-0.0635
-0.6434
1.1022
-1.1237
2.2433
-1.6408
-0.8533
1.8715
-0.7216
0.5436
0.8651
0.1827
-0.292
3.1349
-0.7151
-0.2306
0.2909
2.2169
-1.4672
-0.6002
-0.0736
0.9998
-0.3559
2.2554
-0.4488
-0.5269
-0.219
-1.3192
0.7527
1.428
0.7785
2.339
-1.3854
-1.3761
3.2372
-1.2751
-0.2931
0.0982
-1.2781
-2.0667
-1.3157
0.476
-0.6862
1.5362
-0.3775
-1.557
-0.1549
-1.0864
1.9798
-1.4985
-0.8915
1.6212
1.5437
0.6491
0.2994
-0.2324
1.4124
-0.6079
-1.5907
-1.0383
0.39
0.3938
0.9864
2.1175
-1.1532
0.0938
0.93
-0.1052
1.8058
1.5152
0.4393
-1.5755
0.1531
-0.4695
1.2847
-0.0597
-0.5582
-0.7491
-0.4347
0.9127
-0.9932
-0.1109
0.3296
-1.9999
-1.0836
-0.7955
-0.0081
-2.0659
-0.1875
1.5491
-0.3675
-0.6438
-0.2277
-1.4304
-0.7844
-0.2191
0.6872
-1.2953
-0.8819
-0.6048
0.3263
-0.1539
-0.0849
-1.1423
-0.1843
-0.0529
0.4758
-0.4528
-1.3103
-0.1635
0.751
-0.0719
0.815
-1.1311
-0.9854
0.4368
-0.1869
-0.0637
-0.5811
-0.6136
1.1846
-0.4727
-0.2969
-1.1461
-0.0541
-0.4982
0.0537
-0.2026
1.033
-0.366
-0.543
-0.496
-0.5845
-0.067
0.3
0.2275
0.5041
1.1513
-0.2465
-0.4052
1.1345
-0.8662
-1.3044
4.023
-1.5292
-0.9732
-0.7377
1.7348
-0.7962
0.1913
-2.5575
0.2531
0.6345
-0.5168
-1.3382
0.2655
-0.4099
0.3457
-1.645
0.218
0.7212
0.0485
-1.0816
-0.334
-0.6772
-0.1774
-0.0448
0.1735
-0.3054
-0.1366
-0.8031
1.2811
0.3624
0.8152
0.763
0.4754
0.9772
1.871
0.7205
-0.1691
-0.6741
-0.211
-0.8983
0.3838
-0.6209
-2.0792
0.0676
-1.5174
-0.9891
0.3951
-0.7346
-0.14
-0.8443
-0.9719
2.32
-0.0452
-0.4014
-0.1518
1.4984
-0.0252
-0.4511
-0.0344
0.8476
-1.7605
-0.3534
2.7703
-0.8055
-1.3271
-0.8454
0.197
0.5773
-0.8847
-1.2916
0.7375
0.4587
0.6329
-0.2273
1.0407
-0.6775
0.434
0.5466
0.2969
0.2872
-1.3403
-0.7549
0.1905
-3.2321
1.1477
-0.1776
-1.2547
-0.2603
1.6944
-0.8704
-0.1839
2.0741
0.3542
-0.4542
-0.6852
0.0152
-0.3193
0.0191
0.4984
-0.3338
-0.8809
0.5788
1.1694
0.9941
1.3457
-0.2143
2.4908
-0.3267
-0.131
1.3831
-1.1953
0.1141
-0.4851
-0.1053
0.6307
75.4
0
640
66.09
BREAST CONSERVING
Breast Cancer
Breast Invasive Ductal Carcinoma
High
0
Normal
1
Positve
Positive
2
NEUTRAL
Negative
Ductal/NST
1
Post
7
Right
0
3.026
IDC
Positive
1
ER+/HER2- Low Prolif
13
1
Living
-0.0448
-0.3504
1.1767
0.7698
1.708
-0.6378
-0.4437
-0.3505
-1.1825
-0.1969
0.48
0.2639
0.8325
0.2611
0.0337
0.1344
-0.5215
-0.7563
-0.7243
-0.4595
0.6156
-2.0453
0.0906
-0.3681
-0.7102
-1.106
-0.92
-0.2904
-0.3378
0.3263
-0.1353
-0.2064
0.7498
-0.4238
0.1537
1.1331
0.3142
1.6228
-0.8998
-0.3732
0.119
-0.5374
0.1204
0.2547
-0.5227
-0.3654
-0.9136
1.0078
0.0524
-0.0757
0.1909
0.6051
0.351
0.7419
0.1152
-0.2941
0.3645
0.834
-0.539
0.7833
-1.2243
-0.1265
-0.9284
-0.0096
-1.1593
-0.1785
-0.6193
0.8277
0.6304
-0.7272
-0.4145
-0.551
0.6402
-0.2986
-0.6336
0.1105
-0.3119
0.1573
-0.9904
-0.4276
-0.7829
-0.3464
0.7834
0.0177
0.1078
0.6682
-0.2428
-0.3765
-1.5767
-0.1921
-0.66
-0.7075
0.1926
0.0914
-0.9784
0.7362
0.0797
-0.3221
0.9883
-0.2848
-0.098
-0.6338
-0.4065
0.1745
-0.2235
-0.1639
-0.073
-0.7797
0.4616
0.3858
-0.5176
1.1388
-1.8432
0.1443
-0.1006
-1.0303
0.5284
-1.1914
-0.2668
0.4619
-1.5869
-0.344
0.374
-0.7276
0.8348
-0.1187
-0.1982
-1.473
0.9079
-0.2402
0.4342
-0.4988
-1.2793
1.3136
0.798
-0.84
-1.0956
-0.3066
0.457
0.5177
1.4446
-0.6148
0.1127
-0.0223
0.8553
-0.022
-0.7921
-0.9527
0.5327
0.1022
-0.1987
-0.285
-0.1688
0.6545
0.2791
-0.1586
-0.5098
0.2674
-0.2347
2.2747
0.1935
-0.6987
-0.0245
0.8513
-0.2961
0.6051
0.4491
-0.3644
0.5318
-1.4859
-0.2125
0.155
-1.501
1.1814
-0.1676
-0.5087
-0.6873
-0.5889
0.1633
-0.6781
-0.1281
0.9312
1.5856
-0.693
-0.4631
-0.4617
0.317
0.6623
-0.0634
1.6608
-0.1491
-0.9074
-0.1523
0.2119
-0.9276
0.3244
0.754
-0.2086
-0.1239
-1.1112
-1.305
0.0307
-0.4924
1.0113
-0.3818
-0.2476
0.2064
-0.4833
-0.5848
0.8139
-1.4361
-1.0329
-0.5822
-0.2947
-0.0203
0.7696
0.676
-1.2142
0.1293
0.7722
0.3574
0.009
-0.2203
0.3849
0.3368
0.4286
0.7124
-0.1655
-2.3814
-0.0756
-0.5175
0.9215
0.0497
1.4469
-0.1955
0.4944
-0.2679
-0.429
0.0124
-0.0726
-0.4205
-0.5681
-0.2774
-0.3861
0.0066
-0.2998
0.5648
0.2365
-0.2568
0.2361
-0.5352
-0.2545
-0.9036
0.2311
0.3553
0.9368
1.0981
-0.5121
0.294
0.2614
0.2561
-0.2037
-1.074
-0.218
0.6717
0.1534
1.3261
-1.6083
0.8904
1.2146
-0.8802
0.3567
-0.654
0.1406
-0.4546
-1.2295
0.0485
0.9142
-0.4407
-0.0007
0.3652
-0.7528
-0.5373
0.2471
0.5845
-0.3546
-0.2984
-0.9911
-0.2255
1.2552
0.7223
0.4113
1.3131
-1.1824
0.6006
-0.8316
-0.9626
-0.3147
0.1724
-0.3207
0.2835
-0.2905
1.1735
-0.5738
-0.1075
-0.0415
0.1038
-1.4889
-0.1553
0.0657
-0.8398
0.7024
0.2485
-0.2365
0.6634
0.2596
-0.7302
-1.0832
-0.3337
0.5359
1.0703
-0.2138
0.1252
-0.5748
-0.5099
-0.6501
0.2936
0.2191
0.1179
-0.4068
0.5396
-0.2266
-0.7646
0.7334
-0.3335
0.1756
1.0409
-0.1391
0.5921
-0.9399
0.216
-0.9466
1.8584
-0.4435
1.2865
-1.0188
0.46
-0.5935
-0.3777
1.1173
0.0205
-0.6406
-0.9616
-0.8087
0.4172
0.3987
2.3462
-0.6779
1.0796
0.8239
0.9185
-0.1996
0.2255
-0.83
0.0567
-0.1026
-0.234
-0.0813
0.397
-0.8319
-1.3179
-0.2146
0.2069
0.7563
0.6656
0.5193
0.3823
0.8409
-0.1245
-0.0269
-0.6168
-0.1674
0.177
-0.2726
0.0877
-0.3832
-0.2768
0.4551
0.0117
-0.2609
0.159
0.3243
-0.5354
0.4175
0.5689
-0.4876
-0.0853
0.4889
0.3797
1.3727
0.0904
-0.9796
1.4973
0.3545
0.3893
-0.0417
0.5333
-0.6037
-0.2999
0.8781
0.1331
0.6897
-1.261
0.0119
-0.7488
0.485
0.5973
-0.0985
0.5118
0.1737
-1.3272
-1.3499
0.0995
0.5947
0.2248
0.0157
-0.5029
2.173
-0.6213
-1.1071
1.0907
0.8782
0.9885
-0.0086
0.5956
-0.0533
-1.1109
-0.1984
-0.3987
-0.1654
0.8585
0.2217
0.501
0.4108
-0.258
-0.1014
-1.3081
-0.2511
-0.6329
-0.2715
-1.1941
0.9921
0.2401
1.8311
-0.9885
-0.2301
-1.1905
0.1058
-0.2668
-0.2504
0.6414
1.2401
0.57
1.286
-0.2277
-0.0013
0.2517
0.5242
-0.0863
0.1735
-0.0865
1.1463
0.728
-1.0049
-0.4464
-0.3057
0.138
-0.1713
0.3268
0.3874
-1.1436
0.0801
0.0686
1.9786
0.6341
-1.0682
-0.1626
0.1999
0.1231
61.333333
0
641
56.34
BREAST CONSERVING
Breast Cancer
Breast Invasive Ductal Carcinoma
Moderate
0
claudin-low
1
Positve
Positive
2
NEUTRAL
Negative
Ductal/NST
1
Post
4ER+
Right
1
4.028
IDC
Negative
1
ER+/HER2- Low Prolif
14
2
Living
-0.9395
-1.3896
-0.2857
0.705
0.2137
-1.3187
-0.4199
-0.2577
1.1742
-0.7913
0.2247
-1.7797
0.8569
-1.5661
-1.7093
-0.9288
-1.5426
-0.2373
0.3428
0.2383
1.7535
-0.4906
0.5747
-0.0512
-1.5541
-1.5032
-0.9175
-0.686
-1.3061
-0.7021
-0.4396
0.6484
1.6634
-0.8981
0.1315
0.4479
-0.5633
-1.3327
0.9842
-1.4694
-0.6695
0.7874
1.916
0.8517
-1.9359
-0.5366
-0.6139
1.6949
-0.2787
-1.2959
-0.2231
0.9514
0.6038
1.6687
-0.6527
-0.2759
0.0097
-0.0176
-2.096
-0.0619
-1.3852
-1.1771
-1.0199
0.5821
-0.5546
1.4458
1.7253
-1.2882
1.0512
-0.8507
-0.0874
0.5513
0.6344
0.1705
-0.1532
-1.0663
-0.4147
0.8378
-0.0043
-0.8233
0.0202
0.933
-0.2637
-0.2619
-0.6322
-0.3297
-1.0034
0.2406
-0.725
0.5371
-0.5982
-0.3542
0.1371
0.8494
-0.2505
0.9044
-0.7372
-0.2799
1.1507
-0.0162
-0.5097
-0.4283
0.4222
0.0317
-0.3061
0.4648
0.5142
0.2434
0.0481
-0.0581
-0.5147
-1.082
0.1276
2.1003
-0.821
-0.1648
-0.8298
0.5341
-1.5637
0.5943
-0.9805
0.1338
0.2923
-0.8817
0.3918
0.7644
1.1702
0.2088
2.2237
0.3631
1.6758
0.2241
0.5764
-0.9158
-0.0852
-1.117
2.416
-0.4524
-1.3343
-0.1357
0.457
0.4457
-1.32
1.0104
1.261
-0.6338
0.2591
1.5788
1.1077
2.2696
0.6739
0.1375
0.6339
-0.8932
-0.8268
0.63
-0.7934
-0.5384
0.4583
-0.1597
0.4274
0.7041
0.5841
2.9705
0.0995
1.5368
-0.4795
0.3273
-0.0522
-0.6556
0.3
-1.0936
-0.967
0.9044
-0.3258
-0.2679
-1.1306
0.7544
0.5564
0.0733
-1.4749
-0.8804
1.9892
-0.507
0.9065
-0.5408
0.7591
-0.2883
0.6942
-1.3397
1.2437
0.1895
-0.7641
0.1962
-0.3811
0.8647
0.7314
-0.0598
-0.135
0.5674
1.0443
0.2187
-1.6154
-0.9226
-0.6965
-0.6997
-1.8883
-0.5366
-0.2238
-0.3788
-0.2919
-0.6779
-2.338
0.8709
2.4582
-0.7651
-0.9519
0.1614
-0.2297
0.3204
1.0226
1.6243
0.4563
-0.0602
-0.0044
-0.483
0.0059
-0.7774
-1.3583
0.9061
-0.3544
0.5125
1.4411
0.7712
0.0247
-1.5027
0.8864
-0.8745
2.2751
-1.3476
-1.961
-0.8228
-0.1132
0.7332
-0.0343
-0.8157
-0.4509
-0.7218
1.7522
-0.5957
-0.7256
-1.1877
-1.7108
-0.387
1.1078
0.2386
0.0026
-0.5218
0.942
0.5194
1.6001
0.8762
-0.1126
-1.3753
-2.115
0.509
1.4898
-0.1072
1.9235
0.9097
-1.1992
-0.1626
-1.1886
1.5071
-0.6699
-0.3342
-0.238
0.2637
-0.1114
0.7206
-0.2189
-0.423
-0.031
0.3339
0.0065
1.463
0.5533
-0.5524
0.1122
-0.3396
1.293
1.383
0.3131
-0.013
-0.5343
-0.4688
-0.675
-2.2208
0.3739
0.4702
-0.4487
-0.0796
0.57
-0.5244
-2.1623
0.5283
0.1054
-1.3493
1.6626
2.5731
-2.1718
0.0341
1.6964
2.2265
0.755
0.604
-0.1626
-0.5371
0.9734
-1.4686
0.9387
0.1405
-0.6361
0.3147
0.3024
-1.0965
1.6774
-1.0139
-2.706
0.116
-1.0098
0.4355
-0.6979
1.2203
0.4508
0.0553
0.1132
0.294
-0.0312
0.0451
-0.5299
0.9726
0.0638
-1.4685
0.2702
-0.2195
0.5926
0.7169
-0.0077
0.1866
0.9068
2.6435
0.4584
-1.0829
-1.7962
-0.8025
2.4847
-0.7673
2.4478
0.1902
0.2261
-0.0196
0.2084
0.9599
-0.1647
0.6216
-1.4734
-0.1305
-0.3594
-0.4949
-0.7386
0.1723
-0.7761
-1.0544
0.2148
-1.4396
0.6083
0.9252
-0.1208
-0.1506
-0.1905
-0.1032
0.3087
-1.1483
-1.2827
0.9206
0.1056
0.0092
0.4195
0.3106
-0.62
-1.5493
0.2468
-0.9219
1.7455
0.2705
-1.3988
-0.7871
-1.2645
0.0784
0.0949
-0.5918
0.3994
1.9275
-1.2007
1.1209
-0.2218
1.2449
-0.3918
-0.5766
0.6314
-0.7008
1.2133
0.8142
3.8743
0.7741
-0.7447
-0.7477
-0.2236
0.802
-0.5715
0.7143
-0.1503
-2.2568
1.3245
-0.3338
0.3148
-0.8748
0.8684
-1.4194
1.5535
1.4446
1.448
-0.7987
0.4139
0.3399
-0.2723
2.8858
0.1439
3.7057
0.7162
-0.6893
0.6476
-0.9092
-1.2361
0.763
2.8741
0.0461
-0.502
-0.0458
0.9232
2.0176
0.8946
-0.273
0.3654
0.6584
-2.255
0.1219
-0.6309
-1.561
0.2884
-0.6885
1.805
0.0152
1.4978
-0.345
-0.6756
-0.2251
-1.3958
-2.0091
0.5258
0.6938
3.2598
-1.5099
-0.2337
-0.3318
0.1336
-0.6554
-0.2628
-0.1981
0.4911
-1.6056
-0.2782
0.0655
-0.4793
-0.9216
0.7019
-0.5032
1.2764
102.566667
0
642
79.12
BREAST CONSERVING
Breast Cancer
Breast Invasive Ductal Carcinoma
High
0
LumA
1
Positve
Positive
1
NEUTRAL
Negative
Ductal/NST
0
Post
8
Left
0
2.04
IDC
Positive
1
ER+/HER2- Low Prolif
20
1
Died of Other Causes
-0.5546
-0.6943
-0.3236
0.3021
1.612
1.0465
1.083
0.5912
1.1819
-0.052
-0.461
-0.873
1.7113
-0.2799
-0.5189
1.5249
0.5724
0.0471
-1.2823
1.0641
0.8398
-1.5862
0.6575
-0.6386
-1.4549
-0.7105
-1.0917
-0.1738
-0.9992
0.9309
-0.3707
-1.2539
-0.452
-0.688
-0.2424
-0.659
-0.5219
0.3298
-0.6817
-1.4964
-2.2659
0.2112
-0.6039
-0.1956
-0.0287
-1.0796
-0.4811
0.2021
-0.1888
-1.5304
-1.5764
0.8089
-0.4
0.724
-0.6508
0.9523
1.9561
1.6576
0.3171
1.216
-0.6945
0.2508
-0.3589
2.4623
-1.0068
-0.4111
-0.5516
-0.5253
0.5784
-0.7678
0.8278
-1.6243
1.6267
-1.0965
-0.2909
0.252
2.4302
0.5819
0.4313
-0.9154
-1.0252
0.8117
-0.1217
0.0932
0.2311
-1.0607
-0.4183
0.816
0.192
-1.311
1.7011
-0.6015
0.9614
-0.2946
1.9665
1.4795
1.0813
-0.1503
0.4334
0.0719
-0.9198
0.5315
0.2731
0.0148
0.7338
-0.6454
0.3551
0.1209
-0.4717
0.6692
1.5367
-2.3029
0.4886
-2.0087
-0.5423
-0.2872
-0.2357
-0.8214
-0.6502
0.3344
-1.1961
-0.6398
1.3271
-0.0461
-0.2373
-0.1192
-0.5519
1.6373
-1.0657
0.1461
1.3532
-0.5614
0.0843
2.0561
0.5192
-0.7883
0.3875
-2.0076
0.7055
1.4573
0.2804
2.8673
-0.945
0.1491
-0.3855
-0.7144
4.1352
-0.6132
-1.4578
-0.479
-0.1242
1.213
-0.6011
-0.0775
-1.2014
-0.2821
0.0415
0.4043
-1.298
0.092
-0.0126
-1.3162
-0.7811
-0.0163
1.161
-1.346
-0.083
-0.8289
0.2563
0.4432
-1.3304
-0.6381
-0.921
-0.7113
1.3877
0.3859
-0.4469
-1.561
1.0987
-0.2526
1.1646
0.7453
-1.4463
-0.2335
-0.1657
-1.1162
-0.2625
3.2732
0.2817
0.44
-0.7141
-1.3179
-0.7414
-0.114
1.3576
-0.1678
-0.887
-1.0123
0.1415
0.6778
-0.7512
1.697
0.6061
1.1007
-0.6112
0.9255
0.7377
-0.7241
1.8979
1.1544
0.2115
1.9401
0.8778
-0.4107
-0.2824
0.0019
-0.0604
0.3521
-1.1119
0.2202
0.8542
-0.4343
-1.2865
-0.183
-0.5242
-0.1734
-1.1831
-1.7597
0.2208
0.0524
-0.0391
-0.9801
-0.2817
1.6224
-0.8864
-0.58
0.2841
-1.1193
-0.7909
-0.6325
0.7496
-0.5958
-0.5472
-0.4162
-0.2168
-0.645
0.3512
-0.1416
-0.9137
-0.5563
-1.3053
-0.8363
-0.905
1.2645
0.8004
0.0029
0.3785
-0.3993
-0.9608
1.5216
-1.7011
0.6464
0.2699
-0.7203
2.1648
-0.7905
-0.5594
-1.1823
-0.8964
1.4543
-0.2682
0.8179
0.2306
-0.8794
0.0719
1.2951
-0.4122
0.7508
-0.9098
0.0542
0.8326
-0.5886
1.2854
-0.1958
-0.2646
-1.1829
0.6165
1.7127
0.0137
-0.6808
-1.8011
-1.5297
1.601
-0.4314
0.0709
-1.3177
0.3347
1.3532
-0.2871
0.3723
-0.116
0.2957
1.0055
0.5939
-0.5026
-0.7489
-0.2013
-1.9825
-0.5999
-0.5393
0.2599
0.3971
0.0911
2.9345
-0.0328
-0.2355
-1.0285
0.1436
-0.0449
-0.9825
-0.1346
-0.3512
-0.9326
-0.388
-0.3699
-1.6968
1.2298
-1.4353
-0.4987
-0.8924
0.748
0.8257
-0.4016
0.1169
1.6807
0.0145
-1.1477
0.6688
-0.7556
0.8838
-0.1741
-0.8696
0.3167
-0.0564
2.7167
1.0586
-0.6314
2.5414
-0.4918
1.3854
1.9877
2.6215
1.4895
0.6962
0.6824
-0.3542
-0.9616
-0.3981
-0.9579
0.1403
-0.143
1.6311
0.2631
0.3191
-0.3732
0.2402
-0.6893
2.331
-0.2595
0.8449
-0.1403
-0.0977
-1.2915
-1.1112
1.9867
0.696
-0.9819
-0.4931
-0.647
1.3204
-0.8123
0.2182
-0.1777
1.2154
-0.9927
0.2458
-0.6961
-0.3521
-0.1037
-0.0031
1.0658
-0.9112
-0.6629
-2.1463
-0.5603
2.5225
-0.0016
0.0768
-0.3996
0.3131
0.644
0.2585
1.1898
0.4807
0.6198
0.5263
-0.734
-0.6332
0.2927
1.6824
1.165
-0.0243
0.7178
-0.9691
-0.4659
-0.0564
0.7602
-0.595
1.5183
-0.901
-1.2437
3.1189
-0.5918
-0.5413
-1.5143
-0.871
-0.7047
0.1168
-0.1424
-0.3127
-1.3279
1.6882
0.9384
1.8988
0.8774
0.0142
-1.7217
-0.8839
0.7919
0.2681
-0.3559
0.4362
0.9677
1.2367
-0.2332
-0.1336
2.5001
-0.4746
-1.2764
-0.9632
-0.1359
0.0101
0.8491
-0.3909
-0.7747
-0.3703
0.5179
0.4236
0.8026
0.8777
0.5668
0.9343
0.8159
-0.5281
-1.9413
-0.6636
-0.0944
1.6284
0.816
1.0735
-1.1269
-0.8257
-1.3244
0.6
0.1832
-1.924
1.4114
0.2637
-1.5438
-1.2086
1.4561
1.0779
0.1723
-2.059
0.4457
1.0265
4.9798
0.542
2.9302
84.2
1
643
73.46
MASTECTOMY
Breast Cancer
Breast Invasive Ductal Carcinoma
High
0
Her2
1
Positve
Negative
3
GAIN
Positive
Ductal/NST
1
Post
5
Left
12
6.12
IDC
Negative
1
ER-/HER2-
60
3
Died of Other Causes
0.1137
-0.1788
-0.2053
-1.1322
-1.1572
0.0874
0.6831
0.8296
0.8701
-0.5487
-1.1208
-0.2445
-0.4125
1.8904
1.7045
-0.1255
2.2489
0.2351
-0.4506
-0.3387
0.8412
0.644
1.1274
-0.4347
1.3325
1.8291
1.4433
0.8858
-0.3764
-0.5403
0.8876
-0.0657
0.1568
0.5346
-1.0218
-0.6131
0.2237
0.0117
-0.1194
0.9541
0.5972
1.1035
-0.1512
0.0935
-0.0623
0.7218
0.697
-0.0559
0.1998
1.9997
2.0586
0.6691
-0.8365
-1.6985
-1.0498
-1.1051
0.8151
1.7616
0.227
-0.9028
1.049
0.4603
0.0232
-0.4052
-0.2811
-1.0235
1.9401
1.0884
-0.0306
1.4528
-1.0764
2.1782
-0.1457
0.4712
0.3252
0.0514
0.315
-0.2416
-2.3989
-1.1545
-1.9223
-1.818
0.7468
-0.5398
-0.9155
0.0232
-0.326
-2.0657
-0.6511
-0.5849
0.1035
-0.0311
-1.2903
-0.4317
-0.5383
1.3051
0.2864
1.9624
1.5243
-0.0425
-0.5751
-0.0724
-0.303
0.5791
0.9588
2.1911
-0.1027
-1.2351
1.056
-0.1838
-0.5025
1.0141
-0.3362
-0.4954
-0.2922
0.1091
0.8217
0.5496
-1.1459
0.6325
1.432
0.5792
-1.955
0.3113
-1.0861
0.8137
0.6855
-0.6454
-0.5803
-0.0173
0.8956
4.3671
0.1096
-0.98
-0.942
0.3673
1.6548
0.8308
0.8848
1.9795
1.981
1.4036
0.8226
0.3507
-0.0255
1.79
0.8147
1.2326
-0.8822
-0.1238
-0.5569
-0.0223
1.2466
1.4389
-0.2769
-1.7972
1.7011
0.7133
-0.696
3.0125
-1.0543
-0.4683
-0.4833
-0.2039
0.0224
-0.3329
-1.7105
-0.7169
-0.3951
1.5411
1.6578
2.4189
-0.1615
0.0046
-1.4498
0.3202
1.8691
-0.4115
-1.0694
-0.6465
0.0348
-1.0386
-1.0303
0.8652
-0.176
-0.2127
1.5304
-0.2477
-0.9386
-0.1808
-1.4554
-2.3928
0.9492
0.0011
-0.0223
1.9666
-0.3636
-0.8334
0.1676
0.9275
-1.4412
0.723
-0.1686
-0.1424
5.7416
0.2113
0.0561
2.1444
-0.4003
-1.8019
0.4591
-0.0496
0.1179
-0.1247
-0.0622
1.1736
0.0396
-0.7866
0.6392
-0.0296
-1.0582
-0.9982
3.2263
-0.2118
0.4631
0.0035
-0.1726
0.051
-0.476
0.1825
-0.4163
0.5793
-1.7873
2.2238
0.6903
0.6383
-0.7961
0.6699
-0.5342
-0.144
0.3752
0.9651
0.4608
-1.9604
0.579
-0.6111
-1.6096
-0.6374
-0.3149
-0.9979
1.0354
0.2377
-0.1033
-0.5316
1.0791
-2.0113
-0.5542
0.2062
0.1647
-1.162
-1.1801
-0.6937
-0.8076
0.5284
-1.0113
-0.6757
-1.3011
-0.9942
-0.253
-1.0719
-0.2382
0.3799
1.2269
0.2421
-1.1652
0.0843
-0.7619
0.1986
0.7452
0.4331
-1.1625
-0.7277
-0.5444
-1.4886
0.6409
0.6588
-0.8995
-0.8031
-1.5099
-1.5213
-0.5087
-0.6035
0.2446
-0.185
0.4025
0.3375
-0.4412
0.0349
-0.2053
1.4361
0.3201
-1.0639
-1.3929
-0.1997
0.8489
-1.3214
-0.3001
-0.4024
0.1138
-1.3083
0.4831
-0.7544
0.3206
-0.336
-2.2455
-1.0575
0.3083
0.7422
-0.0104
-0.1709
-0.3315
-2.1083
0.4562
-2.0206
-0.756
0.6826
-0.1669
0.9477
-0.5764
1.1358
-0.8655
-0.4896
-0.4906
-0.6728
-0.2571
-0.8902
1.8184
3.2957
0.6974
0.2079
0.1363
-0.0911
2.9748
2.7006
-1.4006
-1.3012
-0.9661
-0.0871
0.5606
1.4451
1.1872
-1.3088
-1.8428
1.1378
1.0616
0.3328
-0.0302
-0.7392
-0.8265
-0.6102
-1.6918
-0.8929
-0.8623
-0.2116
0.2062
1.3226
1.5618
0.0878
-1.9454
1.1106
0.4526
0.4753
0.7548
-1.1308
0.1981
-1.5267
0.3694
0.4245
-0.5275
-1.297
0.3363
0.4573
-1.0597
-1.2997
0.718
-2.3107
-1.1445
-0.2745
0.7286
0.6886
-2.4165
1.6571
0.1495
2.1292
-0.7863
2.1148
-0.821
-1.3387
0.0491
-0.9924
-1.967
-1.1991
1.3175
-0.7165
-1.3256
-0.4443
-0.2926
0.1036
-0.4363
-1.9558
-0.8676
0.8004
-0.6115
-0.3847
-0.9356
0.4352
0.8572
0.6321
0.2093
-0.7661
0.4268
0.2372
0.5787
-0.2701
1.1424
1.1897
0.4182
1.3639
-0.4291
1.4139
-0.4159
0.2319
-0.2494
-0.8778
0.4009
-0.1564
0.4175
-1.1818
0.3331
-1.1687
-0.9222
0.1754
0.2642
-0.8322
-0.1331
-0.1317
-0.3265
0.4875
1.8201
-0.7259
1.9833
-0.1162
0.2644
-0.0964
0.5479
1.7213
0.4613
-0.2588
-0.7177
0.7056
0.6578
-0.0789
-0.2397
0.0694
-1.5396
1.4714
1.0935
-1.4328
0.9184
1.1138
-0.7502
-0.5853
-0.5774
-0.2622
-0.3218
-0.513
-2.2341
-0.2623
-0.1628
1.1725
-0.3319
1.806
-0.3478
-0.9328
0.354
-0.7596
-0.4264
-0.2871
0.0442
19.733333
1
644
71.06
MASTECTOMY
Breast Cancer
Breast Invasive Ductal Carcinoma
High
0
claudin-low
1
Positve
Positive
2
NEUTRAL
Negative
Ductal/NST
1
Post
4ER+
Left
5
5.06
IDC
Positive
1
ER+/HER2- Low Prolif
30
3
Living
-0.5854
-0.2893
0.0736
0.9946
0.7931
-0.3519
-0.679
-0.2552
0.0212
-0.1881
0.4715
-1.3056
0.4911
-0.3685
-0.6809
0.9151
-0.1196
-0.1985
-0.6764
1.32
1.7933
-0.8585
1.4611
-0.906
-0.7965
-0.5189
-1.0456
-0.5587
-0.9326
-1.0199
-0.3188
0.0446
1.6373
-0.7287
0.5939
1.2361
-0.1171
0.824
0.6336
-1.6498
0.1781
0.7596
-0.5419
0.9938
-1.1362
-1.0985
-1.0204
1.2384
1.9698
-0.318
-0.087
0.2804
1.236
1.0334
0.8358
-0.8561
0.2623
0.17
-1.0347
0.3757
-1.5074
-0.1218
-0.6161
-0.8316
-0.5694
0.4135
-0.1443
0.0224
0.3824
-1.5229
-0.4899
0.061
0.5833
-1.0432
-1.164
0.1951
-1.2671
-0.2725
0.1368
0.4639
-0.2852
-0.5479
-0.5363
-0.4658
-0.8658
0.3397
-0.2143
0.629
-1.1717
-0.2193
0.449
-0.5847
-0.759
-0.1901
2.1957
0.2061
-0.8046
-1.3891
2.363
-1.0436
-0.2405
0.6103
-0.7768
1.1186
-0.9611
0.3501
0.636
-0.9403
0.8926
-0.8589
0.7622
0.016
0.3719
1.6917
-0.9732
-0.7657
-0.7639
0.6953
-1.4801
1.2253
-0.96
-0.5046
0.3335
0.0334
-0.1625
-0.3178
1.2708
0.5225
-0.0175
0.6117
1.7128
-0.3123
0.0968
-0.942
2.3495
-0.685
0.9494
-0.77
0.1527
-1.3762
1.5479
-0.6241
-0.6945
0.986
1.9098
-0.0275
0.2441
-0.4182
1.8112
-0.4728
-1.035
0.217
0.4244
0.4555
-1.1951
0.1997
-0.9161
-1.5368
-2.3545
1.3991
0.331
0.5431
-0.7188
3.055
0.923
2.5328
-0.2531
0.0397
0.2459
-0.6256
1.0903
0.1281
-1.3952
2.6208
-0.8298
0.5307
-0.0859
-0.8249
1.774
0.1431
0.4591
-0.7222
0.4864
-0.8582
0.9368
-1.239
-0.5769
0.6936
-0.2681
-0.1873
0.8388
-1.6039
0.6931
0.1558
0.6237
1.0878
0.2661
-0.4923
-0.2035
0.8327
-0.3735
0.3126
-0.3304
-0.4795
-0.7244
-0.6051
-0.1959
-0.6459
-0.3394
-0.5691
-1.0373
1.0837
0.5156
1.9069
0.9727
-0.4393
1.6399
-0.5269
-0.3825
-0.2613
0.5298
2.3645
-1.2228
-0.1983
0.2997
-0.8776
-0.1512
-0.336
-0.9049
-0.3418
-0.1663
1.469
1.0569
0.2642
-0.6277
0.5511
0.976
-1.4546
0.8058
-1.3057
-1.197
-0.9102
-0.7744
-0.6742
0.3564
0.123
0.5258
-0.3985
1.6901
0.2715
-1.7234
-0.5998
-0.3666
0.5593
2.4625
-0.4111
0.6957
-0.4296
0.7852
1.8561
-0.0257
1.0975
-0.4697
0.9941
-1.9358
-0.1132
0.6907
-0.3459
2.1078
0.5462
-0.8313
-1.3477
-1.3053
0.6675
-0.8597
-0.4668
-0.8268
-0.4961
-0.0218
1.3813
-0.3737
-1.2352
1.1639
0.9046
0.0823
0.1945
0.8294
1.6239
-0.416
-0.6568
0.763
-2.6986
-0.2456
0.6064
1.4521
-0.3287
0.1977
-1.8256
1.7103
0.8011
-0.0934
-0.5513
0.2415
0.9583
-0.309
-1.2909
0.1997
-1.7837
0.864
1.6059
-1.2261
2.2115
0.8865
2.6242
0.5464
-0.3587
-0.264
-0.7589
1.0528
0.8618
1.5258
-0.6659
-0.8899
-0.1618
-0.5834
0.1049
2.7013
0.6583
0.6575
-2.0566
0.9192
1.131
-0.1851
1.2385
0.2112
-0.5719
1.3326
-0.2075
-1.0908
-1.0606
-0.5583
0.8121
2.1635
-1.3051
1.1397
-0.4113
-0.3842
0.7631
-0.4327
-0.3104
0.0905
1.7947
-1.112
0.146
0.4941
0.2429
1.2617
0.9185
1.8488
-0.4009
-0.38
-1.6783
2.7467
0.7116
-0.0083
0.9047
-1.1461
-1.3795
-0.6773
-0.7243
-0.8915
-0.3753
0.3127
-0.0082
0.2691
-0.321
0.6957
1.1356
0.5674
-0.1971
1.4998
0.1436
1.1287
0.6385
0.6811
0.2943
-1.308
-1.3898
0.2102
-1.5732
1.3656
-0.0385
0.9116
0.7807
1.3395
1.0237
0.884
-0.0018
-0.4626
-0.1994
-0.888
-0.7591
0.7699
0.1125
-1.5534
2.2577
1.3664
0.9136
-0.9359
0.4714
0.3219
-0.7152
-1.3805
1.3255
0.7743
1.5536
0.058
-0.0102
0.1098
-1.9593
-1.0854
1.7419
-0.6287
-0.7834
0.7806
1.1031
0.5396
1.354
1.0022
-0.0371
1.8317
1.9792
2.2663
1.7698
0.0657
0.4288
-0.34
1.0858
-0.1251
1.4925
0.9474
-0.3035
1.9202
-1.358
-1.0374
-0.4762
0.0777
-0.637
-1.4909
1.3417
-1.1863
2.4453
-0.0471
1.5234
0.1429
-0.461
-0.1846
0.5344
0.5884
-0.8301
1.0477
1.0508
-1.0359
-1.3681
0.7422
0.5663
-0.2761
1.2799
-0.995
-0.3189
1.2563
0.45
2.2071
-0.9897
-0.4485
-0.3068
0.0859
-0.6377
1.5237
-1.2981
0.1682
-0.7573
-0.1209
-0.4646
-1.3246
-0.7002
-0.4862
0.5246
-0.8945
93.3
0
646
67.06
MASTECTOMY
Breast Cancer
Breast Mixed Ductal and Lobular Carcinoma
High
0
LumB
1
Positve
Positive
2
NEUTRAL
Negative
Mixed
1
Post
8
Left
6
5.066
MDLC
Negative
1
null
33
2
Died of Disease
0.8988
-0.5981
-0.3272
-0.5667
-1.1129
-0.1518
-0.5593
-0.7917
-0.1817
-0.6851
1.4022
-0.5453
0.7339
1.0426
-0.1115
0.969
0.5875
0.7736
-0.4363
0.2295
1.344
-0.8409
1.3531
-0.4892
1.0365
0.6457
-0.8345
-0.2046
-0.7858
0.5094
-0.0782
-0.4612
-0.1949
-0.2979
-0.9639
-0.1465
1.0433
0.5992
-0.5182
-0.1887
-0.5118
0.0216
-0.4462
0.3693
-0.3328
0.0222
-0.4704
0.5753
-0.9246
0.241
-1.1034
0.4652
-0.5901
-0.3503
-0.1866
-0.2167
-0.6709
0.231
0.3076
0.1873
-1.3975
0.6041
0.8988
-0.8548
0.0843
-1.0738
-0.2568
0.1163
0.7774
-0.6781
-0.4425
0.556
-1.1362
-1.3383
-0.4939
-0.0688
-0.0836
-0.7177
-0.3401
-0.639
-1.7727
-1.3024
-0.9139
0.1591
-0.0325
-1.0265
-0.8741
-1.384
1.1725
-0.7844
-0.5354
-1.7155
-1.3501
-0.1069
1.53
0.4117
1.8895
1.2483
-0.0564
-0.3374
-0.1221
0.3981
-1.155
0.2581
-0.2127
-0.1273
-1.1147
-1.4069
0.012
0.319
-0.0013
-1.2573
0.0025
-0.7918
-1.6049
-0.9413
-1.9245
-0.6337
-0.1048
1.0917
0.3966
1.8579
0.4382
0.0367
-0.6268
-1.6397
-0.6453
0.8753
-1.2375
0.3311
0.2101
-0.1561
-0.7418
-0.944
-0.6905
-0.945
1.0539
0.3505
0.344
1.5908
1.4535
0.1748
-0.6181
1.1287
1.1432
-0.9867
2.1911
0.6463
-0.7823
1.9433
-0.3636
-0.0269
-0.7274
1.0272
-0.261
-1.5208
-0.5034
-0.0428
-2.0929
1.1491
-0.9834
-0.4053
-0.6986
0.7978
0.2479
-0.9063
-0.8941
-1.1627
0.0194
-1.2407
-0.7955
0.9747
1.275
1.3447
-0.0367
-0.2623
0.5748
-1.0872
-0.2523
-0.3908
-0.3719
0.3609
-0.9589
0.048
0.5998
-1.0522
-0.9188
-0.3173
0.6151
-0.1028
-1.4662
-0.6692
-0.7674
-0.264
-0.3739
-0.138
0.6425
-0.5933
-0.254
-1.4827
-2.1511
1.8608
0.0437
0.4944
-0.7689
-0.6291
-0.2258
-0.7159
-1.0178
-0.1345
-1.2943
1.5249
2.2707
0.3618
-0.5458
0.9887
0.4029
0.0629
-0.3328
-0.4791
-0.6056
-0.7394
-0.1156
-1.1242
-0.9927
-0.9406
-0.8838
-1.482
-0.6823
-1.1767
-0.6698
0.1586
-0.2091
0.4688
-0.6653
1.0828
0.4432
-0.5258
-0.5387
-1.9158
1.102
0.4679
0.0087
-0.877
0.6984
0.0153
0.2685
0.0601
-1.3368
-0.0799
0.6457
-0.1489
-0.6961
-0.4245
1.0558
-0.3226
-0.1942
0.1632
-0.486
-0.9937
0.1996
-1.0366
0.4389
-1.1469
-0.8936
0.1127
0.6222
-1.1581
0.5669
-0.1657
-0.0183
-0.3961
-0.3412
0.5749
-0.6621
-0.4199
1.1913
0.4326
-0.9256
0.2539
0.4645
-1.5472
1.0281
-2.1328
-1.8184
0.6229
-0.7383
2.0324
-1.1134
0.049
0.8117
-1.2201
0.1828
-0.716
0.4999
-0.8814
-0.6603
0.3541
1.1636
-0.6299
0.4798
-0.7041
1.2629
0.5074
-0.1403
-0.8726
-0.3612
0.3415
-0.447
-0.4282
-0.7855
0.7618
-1.2054
0.6608
-0.3259
-1.7257
-1.1953
0.1534
0.2429
0.4003
-0.6062
-1.37
-0.7749
-0.344
0.7292
-0.3118
1.2771
0.8745
0.186
-0.7247
-0.3599
-1.662
-0.7637
-0.4259
-1.5904
-0.1018
1.9735
1.0928
0.2152
1.13
0.55
-1.1256
1.7458
-0.2317
0.6941
-0.7045
-0.32
0.3913
-0.536
0.5903
0.7049
1.8434
-0.6085
1.1819
0.6608
-0.1359
0.7391
-0.5354
0.8943
-0.4302
-1.0118
0.251
-0.3437
0.3383
0.111
1.2729
-0.3371
-0.4516
-0.7358
-0.5155
-0.0377
-0.1407
-0.6544
-0.994
-0.937
0.405
0.1362
0.1509
-0.1483
0.1114
0.4647
-0.3851
-1.0184
-1.0091
1.0322
-0.3938
0.5121
-1.7594
0.8734
0.5431
-0.4232
0.3708
0.7345
-0.0877
-0.4691
1.5257
0.2407
-1.098
-0.6956
-1.4027
-0.5961
0.3712
0.2857
-0.5182
0.5778
0.2274
-0.9376
-0.1581
-0.7065
-1.3844
-0.8973
-0.2964
-0.7059
0.0672
-0.3584
-0.1679
-0.294
-0.2755
0.4777
-0.474
-1.4944
1.2577
-0.6636
-0.5636
1.3711
0.0677
0.3501
0.589
-0.3681
1.0742
-0.3037
0.2345
0.0514
1.3416
-0.3497
0.4281
-1.2965
0.0634
1.0631
-1.1015
1.4278
0.9666
1.5067
0.1446
-0.667
-0.3172
1.171
-0.2392
-0.3384
2.7094
0.8012
0.8635
0.4182
-0.7301
0.2175
-0.5579
0.8947
0.625
-1.2034
0.2511
0.8205
-0.0433
-1.9027
-0.913
-0.0503
0.8197
-0.2953
-0.2993
-1.3687
0.7173
-1.2571
0.8164
-0.4059
-0.2752
1.0093
-0.6728
0.8065
0.0982
0.3637
-0.9973
0.7875
1.0397
0.1702
0.3849
0.5012
-2.2203
-0.1589
-0.3442
-0.7487
15.166667
1
649
60.62
BREAST CONSERVING
Breast Cancer
Breast Invasive Ductal Carcinoma
Moderate
0
LumA
1
Positve
Positive
1
NEUTRAL
Negative
Ductal/NST
1
Post
7
Right
4
4.016
IDC
Positive
1
ER+/HER2- Low Prolif
8
2
Living
-0.6597
-0.6385
-0.8408
0.1002
-1.0065
0.152
0.1115
-0.8056
-0.6735
-1.031
-0.8321
-1.0501
0.5984
-0.6123
-0.1988
1.0862
0.2314
-0.9362
0.2593
1.3302
0.7847
-0.7728
-0.3166
-0.2038
0.0906
-0.7428
-1.1811
-1.1366
-0.5574
-0.588
0.481
0.2803
0.3175
-0.4418
0.1819
0.8669
-0.2132
0.9899
-0.6979
-0.7213
-0.1552
-0.3203
0.0278
-1.6135
-0.837
-0.6629
-0.8278
1.2815
0.8247
-0.7897
-0.8704
0.1809
-0.0112
0.6439
0.7801
-0.8057
-0.6788
0.0155
0.5461
0.4331
-0.8368
1.4379
0.5149
0.7099
-0.7943
0.3234
-0.3891
-0.0874
2.1433
-0.3587
-1.518
-0.0582
-0.1843
-0.2926
-0.5925
0.1311
-1.4244
0.0759
-0.3518
0.254
-0.4214
-0.1238
0.8968
0.6724
-0.748
1.0926
-0.5096
-0.4706
-0.6389
1.1613
0.2067
0.379
0.8139
0.8402
0.1044
1.4934
0.1537
0.0378
0.646
0.1982
-0.1692
0.3366
0.1939
-0.6474
-0.0912
0.2352
0.0878
1.2142
1.5929
0.178
0.9221
1.7567
-0.1062
0.6002
-0.1541
-1.5672
-0.2852
0.3408
0.0359
2.1088
-1.1466
-0.4482
0.1955
-0.7806
-0.885
-1.2061
-0.1877
0.6418
-0.4203
-0.2021
0.5853
-0.4229
-0.6956
-0.8836
0.4034
-0.3302
0.2517
-0.0713
1.3418
-1.0917
0.8705
3.0774
-0.7277
0.5362
0.3539
0.8562
-0.1271
-0.1002
1.0069
0.0989
-0.3212
-0.7671
-0.2978
0.8137
-0.5217
-0.6463
-0.308
0.6574
0.1808
1.6587
0.4548
0.4502
-0.4849
0.4794
-0.0783
1.1884
0.5183
-0.5359
0.0586
0.055
1.0192
0.033
-0.3765
2.6514
0.0601
-1.169
1.8163
-0.7453
0.3433
0.2795
0.1176
0.1466
0.5208
-0.5573
-0.103
-0.9221
-0.3561
-0.7722
0.8036
0.4049
-0.8772
0.5969
-0.6484
0.3026
0.1421
0.6049
-0.5294
-0.6839
-0.481
-1.4034
-0.4779
0.0906
-0.0586
0.9135
1.5515
1.3334
0.9228
-0.6842
0.634
-0.347
-0.814
2.1706
1.1867
-0.2114
0.8678
0.5473
0.7431
-0.0173
0.2571
-0.5114
0.238
0.8332
0.8941
0.5435
-0.1776
-0.5953
0.8523
-0.6726
-0.9553
-0.2627
-1.0414
2.1454
1.1549
1.3759
1.4591
0.6775
-0.0895
0.4458
0.4496
0.9409
-0.1402
-0.7618
-0.5173
-0.5371
-0.1853
-0.6278
0.5122
-0.1259
0.5902
-0.2346
0.0908
-1.1517
-0.6848
1.2967
0.4621
-0.4417
0.8525
0.8695
0.5754
-0.2725
1.1446
-0.3405
-0.2879
0.7966
1.0464
1.3733
0.9251
1.5573
1.0803
0.4925
1.5637
0.1806
-0.5736
1.1882
-0.7299
0.1027
-0.4716
0.8581
-0.1793
0.0807
0.2008
-0.5834
0.3787
0.4167
-1.0417
-0.9341
0.2953
-0.2249
1.0774
0.1241
0.5867
1.1197
-0.5709
-1.587
0.8136
-0.8196
-0.0348
1.2825
-0.386
1.683
-0.3115
0.1071
0.9144
0.7366
0.1625
-0.9048
0.3648
-0.4248
0.7699
0.4486
0.7051
0.9843
-0.5514
-0.2124
0.4721
-0.0564
-0.1248
-0.0381
1.4911
1.5663
0.7596
0.0467
0.1775
-0.3632
-0.3491
1.0618
0.0722
0.0903
0.923
1.3104
-0.6275
0.4519
-0.4447
1.1923
-1.5423
0.4756
0.3001
-0.0418
-0.5832
0.8351
-0.8279
0.0178
0.2606
-0.3926
0.0681
0.515
1.3763
0.4668
-0.5385
-1.462
-0.6033
-0.1246
-0.9371
-0.6725
0.4806
-0.3065
0.1793
0.5533
0.9434
0.2807
1.873
-0.817
-0.1849
-0.9498
0.4594
0.0064
-0.2021
-1.0345
0.7997
-0.4958
0.8624
0.2219
0.3253
0.9492
0.6981
-0.2354
1.3366
1.2389
0.1959
-0.0887
-0.128
-0.8086
1.48
-0.7949
1.9517
-0.733
-1.2498
-0.6156
0.0934
0.1807
0.4901
0.5088
-0.2575
1.1635
-0.236
0.0594
-0.0572
-0.5103
0.3787
0.085
-0.0706
-0.2548
1.379
0.5532
0.0157
-0.1777
-0.7456
-0.3222
-0.6272
-0.226
-0.5945
-0.2739
0.2809
-1.272
-0.2716
0.8937
0.8246
0.5813
1.1649
-0.6086
-0.5523
0.1848
-0.0441
1.1917
0.8095
-0.939
-0.2954
1.7337
0.2721
-0.0425
-0.0502
0.6752
0.162
-0.8695
0.2544
-0.1923
0.0063
0.1456
0.6968
0.014
0.2848
-1.3419
-0.7147
-0.355
-1.1716
0.4196
-0.3158
0.3984
-0.0802
0.0599
-0.9112
0.9445
0.0683
-0.0504
-0.8262
2.9502
-0.4976
-0.7201
1.065
0.1408
0.1876
-0.5115
0.3343
-0.4857
0.4696
-0.2096
0.8337
0.4759
0.9837
1.1541
1.0558
0.2983
0.195
-0.5749
-0.5667
-1.0387
-1.2511
0.2162
1.0076
-0.5516
-1.025
0.2839
-0.2253
0.6205
-0.0614
-1.0891
-0.1998
-0.2155
-0.8123
61.433333
0
650
79.48
MASTECTOMY
Breast Cancer
Breast Invasive Ductal Carcinoma
High
0
LumA
1
Positve
Positive
2
NEUTRAL
Negative
Ductal/NST
1
Post
2
Left
2
4.042
IDC
Negative
1
ER+/HER2- High Prolif
21
2
Living
0.205
-0.841
-0.9901
-0.522
-0.9889
0.9136
-0.158
1.6127
1.3936
-1.1521
0.8131
-1.1371
0.5337
-0.4392
-0.347
0.9306
1.2412
-0.6583
-0.1266
-2.0525
1.0875
-0.4618
-0.4479
-0.7659
-0.6085
-0.2602
-0.9288
-1.0624
-0.2632
0.8035
0.2728
-0.6207
0.4499
-0.2989
0.6044
0.7939
0.4754
0.6467
-1.748
-0.8359
-0.7661
-0.8762
0.9654
-0.0717
-0.3521
-0.9362
-1.5161
0.6889
-0.1432
0.5623
-1.1443
-0.1665
1.2654
-0.5072
0.001
0.1354
1.058
-0.1296
0.195
0.3768
-0.335
0.708
-0.676
-1.1012
-0.5805
-1.5965
-0.465
0.3233
0.8828
-1.2025
0.6058
-0.1854
1.3197
-0.5571
1.0188
0.8179
-0.5452
0.3697
-0.8333
-0.0567
-1.7574
-1.6786
-0.385
-0.8026
-0.596
-1.1572
-1.6906
-0.4568
-1.1853
-1.8059
-0.5912
-1.181
1.2035
-0.9102
1.1805
1.7604
-0.5766
0.7599
0.8261
1.1197
0.6327
1.0746
-1.1784
0.4238
-0.7322
-1.0878
-1.0609
-0.8767
-0.9148
0.1795
-0.3942
-0.7982
0.0814
0.3405
-0.5563
-0.1763
0.7571
-0.6952
-1.0119
1.2682
-0.5789
0.343
1.166
0.477
0.0321
0.9214
-0.5513
3.8681
-1.0681
-0.2561
0.4241
-0.0266
-1.2648
0.967
-0.0551
0.4899
0.8
0.2455
-0.1972
-0.2461
2.0849
2.6911
-0.803
0.2386
0.2965
-0.3087
1.7876
0.1079
-0.0806
-0.0853
-0.7818
0.8729
-0.4597
-0.1122
0.0497
-1.658
-0.352
0.6566
-1.6911
0.0479
-0.3676
-0.2012
-0.8891
1.6248
0.8134
-0.2194
-0.4632
0.1881
-1.9561
-0.4521
0.8508
-0.177
-1.717
0.1377
0.1059
-0.4142
-0.1171
-1.3921
-0.2146
-0.287
0.0291
-0.6757
-1.1741
1.1956
0.3214
-0.527
-0.6635
-0.5612
1.1661
0.0536
-1.7636
-0.9788
-0.2598
0.1144
0.7303
0.1499
0.4072
-0.5041
-0.3484
1.1863
-0.6109
0.5065
-0.0854
-0.2471
-0.5492
-0.8228
0.265
-0.5238
-0.2805
0.2558
-0.9223
1.816
1.7327
0.109
0.1928
-0.328
-0.4364
-0.0009
-0.3617
-1.2258
0.8922
0.9623
-0.1131
-1.2599
-0.067
-0.2307
-1.7393
-0.8147
-0.9236
-1.2472
-1.2681
-0.1136
-0.3858
0.6143
-1.0882
-0.555
-0.747
-1.3917
-0.7368
-0.7734
0.308
0.1945
-0.7172
0.5912
0.2226
-2.2168
1.059
-0.009
-0.329
-0.5011
0.731
0.0367
-0.1291
-0.6737
1.7981
0.621
-0.6903
0.0064
-0.7195
0.5458
-1.5672
-0.2074
-0.2358
-0.7795
0.0584
-0.3155
-0.1213
-0.8099
0.3576
-0.4978
-0.9583
-1.2225
-1.0432
-0.1812
-0.1817
-0.7942
0.6045
0.2872
-0.3044
-0.2192
0.799
-0.2477
-0.4238
0.3807
-0.7479
-0.8355
-0.4484
0.945
0.2233
0.8672
-0.6324
0.0306
-0.6667
-0.2431
0.673
-0.0996
0.1744
-0.7739
-0.0744
-0.3615
0.0823
0.1257
0.7805
0.2316
-0.2536
-0.5128
0.0025
-0.6708
-0.5276
-0.6964
-0.0855
0.4514
0.0511
1.505
-0.5825
-0.6172
0.4618
-0.6424
-0.6435
0.4094
0.0917
-0.8013
-1.1572
-1.2296
-0.7585
-1.5185
0.0714
-1.5567
0.1251
-0.0291
-0.3826
0.5644
-0.7182
-0.1073
-1.1608
0.4123
-1.8928
0.3939
0.9257
0.5404
-0.1825
-2.1449
2.1604
-0.2787
-0.3324
1.0726
-0.5321
-0.1014
-0.4131
-0.6983
-0.2744
4.1973
1.5859
-0.8562
0.691
-0.0742
1.3833
0.4922
-0.0513
-1.0856
-0.6853
-0.8678
0.0128
0.2611
-0.1943
0.6672
-0.5858
-1.0499
0.0552
-0.4677
-0.6379
-0.0986
-0.2497
-1.0851
-1.1552
-1.5281
-0.3883
3.1814
0.774
0.9381
-0.9069
1.2581
-0.1302
0.1829
-0.024
1.5112
0.0494
-0.9192
2.2073
-1.0736
0.6745
-0.1314
-0.2979
-0.1521
-0.7164
1.5006
0.4991
-0.0322
-0.6365
-0.4558
-0.104
-0.0239
1.3735
0.6668
0.8264
-0.2081
0.7681
-0.2415
0.4447
0.4164
0.0912
0.0119
-0.6559
-0.684
1.4928
1.5589
0.7354
-0.2364
2.1049
-0.5922
0.6214
1.4189
-0.9056
-0.5054
0.5782
-0.1269
0.379
0.3648
-0.3269
1.2658
0.6403
-0.0942
0.7041
2.0761
0.2105
-0.0081
-1.4702
2.0681
0.7212
0.0519
0.5579
-0.6499
2.4942
-0.5393
-1.2501
-0.237
-0.2578
-0.7712
-0.9553
-0.8679
-0.5045
1.4899
2.4781
-0.1104
-0.5285
-0.2951
0.1462
-0.0885
0.6262
-1.4999
0.8741
-0.2567
2.145
-1.2734
-0.5894
0.1985
0.2121
1.5712
0.7689
-0.5878
-0.8972
1.3669
0.3925
-2.1069
-0.027
-0.7543
0.06
-0.7889
-0.6684
-0.372
0.8856
-0.824
-0.5353
0.3262
-0.2555
0.7352
-0.5723
-0.8673
-0.8967
25.533333
0
652
85.12
MASTECTOMY
Breast Cancer
Breast Invasive Ductal Carcinoma
Moderate
0
Her2
1
Positve
Positive
3
GAIN
Positive
Ductal/NST
1
Post
5
Right
1
5.042
IDC
Positive
0
null
21
2
Died of Disease
-0.3355
-0.6006
-0.5283
-1.1381
-0.2815
0.9038
0.6412
0.8547
-1.4648
0.4957
-0.1758
-0.7793
0.1971
-1.2963
-1.7676
0.608
-0.3039
-0.1253
0.7312
1.3208
0.5342
-0.2475
-0.7542
0.3396
-1.3161
-0.0589
-0.1855
-1.299
-0.9896
-1.4024
0.3066
-0.0563
-0.0602
0.3911
0.8075
-1.3067
0.4934
-1.6382
0.048
-0.5003
-0.1189
-0.1267
-0.7299
0.5808
-0.5877
0.353
0.2561
0.2983
-0.6094
0.2057
-0.2076
0.8087
0.1361
-0.0527
0.6052
0.8141
1.1791
1.2551
-0.7331
-0.4562
2.0014
-1.0294
-0.4951
1.7751
-0.9791
0.5378
-0.1701
-0.7611
-0.4191
0.2973
-0.4617
0.4442
0.0433
-0.8013
0.0806
-1.4301
-0.2026
0.1994
-1.1816
-0.4938
-1.6484
-0.6186
0.511
-0.1768
-0.1238
1.0016
-1.5602
-1.2027
-0.7416
-0.1362
-0.3841
-0.9298
-1.0867
-0.0089
-1.0935
2.2535
0.8817
0.2937
0.3003
-0.3739
0.1208
-0.9786
-0.8724
0.5304
-0.2826
-0.6541
-0.4143
-0.8653
-0.6124
0.6311
-1.192
-1.1994
0.8317
-0.2418
0.0926
-1.0894
1.0721
-1.1286
1.3251
2.0133
-0.297
0.143
-1.4065
-0.1066
-0.9559
-0.0187
-0.2121
0.459
-1.016
-0.2093
-0.8687
2.6687
0.4999
-0.183
-1.0809
-0.7129
0.6639
0.2208
-0.3046
2.9276
2.7611
0.8746
-0.3272
0.6188
0.337
-0.9216
0.2675
-0.0731
-0.35
-0.3718
0.4621
-1.0074
-0.7078
-0.8579
0.0903
-1.3286
1.1458
-0.0253
0.4847
-0.1717
2.7274
1.287
2.9947
0.3826
-0.0867
0.7346
3.0175
-0.6203
-0.5832
1.8679
0.5994
-0.4316
-1.8552
-0.3809
-1.5149
0.0333
1.2184
0.6709
-0.4972
1.1883
1.071
0.1158
-0.0937
-0.4238
1.1843
-1.1367
0.2968
-0.8834
0.2758
-1.2615
-1.1968
-0.1352
-0.2853
2.114
0.993
2.4693
1.2473
0.1834
0.622
-1.5907
2.4449
0.427
-0.3568
0.0809
-0.3856
-0.8056
0.5942
-0.7413
2.4932
0.0466
-0.3881
0.2685
0.2666
1.7207
0.8842
1.1727
-0.2055
0.4239
-0.5008
0.1295
-1.7677
1.4211
-1.3193
-0.4029
-0.223
-0.7512
-0.5303
-0.6509
-0.1011
0.0036
-1.0105
0.1965
0.3591
1.4961
-0.6856
-1.9295
-1.0812
-0.8032
1.2449
0.3002
0.3797
0.3997
-1.0259
-0.2833
0.5474
0.6165
-1.9561
-0.6024
0.7425
-1.8215
0.776
-0.9099
0.2663
1.172
-1.2006
-1.7594
-1.3537
-0.2572
-0.4296
0.3656
-1.2025
-0.9165
0.2787
-0.746
-0.0543
-0.9512
0.1862
-0.026
0.3813
-1.1834
-1.0085
-0.2557
-0.5824
0.1515
-0.6608
-0.0957
0.056
0.9761
0.7649
-0.0929
-0.1311
-0.7889
-0.5237
0.0371
-0.3561
2.0266
1.9059
-0.1364
-0.5026
0.6244
-0.5715
1.1147
0.5585
-0.4108
-1.3782
0.5709
-0.5699
1.2084
-0.4265
4.0464
-0.9355
-0.4693
-1.588
0.6897
1.0546
1.4112
-0.162
-0.6967
0.7176
-0.5988
-0.34
-0.7559
1.4292
-0.2464
-0.7071
0.9727
-0.9265
-0.7273
0.7868
-0.9701
-0.1007
-1.4873
-1.1919
-0.0241
-0.2674
-1.5208
-0.4192
0.4834
-1.7877
1.0156
0.6309
0.8699
-0.3697
0.3508
-0.6216
0.4029
0.1877
-0.4458
-0.2736
1.5045
1.9585
-0.0185
-1.6928
-0.6766
-0.8063
-0.3934
-0.4406
1.2213
0.2217
1.1119
0.5638
1.1108
0.6412
-0.3866
-1.7489
-0.9087
0.1551
1.4775
-0.4458
0.3508
-1.5975
0.0041
-0.2532
-0.6197
-0.2178
-1.4551
-0.291
0.4866
-0.9092
-0.6079
0.681
0.5109
0.0624
-0.8732
1.6476
-1.6781
-0.4301
1.2844
0.7529
-1.1643
0.7718
-0.7067
0.5831
-1.0982
-0.7888
-0.6538
0.5172
-1.2069
-0.0714
0.2965
-1.6571
-1.0385
-0.0059
-0.9011
-0.9751
-0.2785
-0.5993
0.1749
-0.4513
-0.3632
-0.6494
-0.7143
1.5354
0.1431
-1.3302
1.6059
-0.403
-0.4974
-1.2585
-1.7208
-0.8931
-0.6367
-0.2357
-0.5568
1.0962
1.7255
-0.5446
0.3186
-0.0391
-0.0172
2.2835
-0.1068
0.6246
-1.1033
-0.1053
0.1282
4.1317
-0.4334
0.3236
0.1303
-0.4999
-0.3632
-0.4407
-1.4561
-0.8206
-0.2341
0.8576
-0.4926
1.2586
-0.0807
0.3721
0.0855
-0.7245
-0.8631
-0.1433
0.0878
-1.104
0.0059
0.5044
1.4928
0.8092
0.6235
0.0626
0.5569
0.6211
-0.4197
-0.9191
-0.2474
2.0605
-1.0401
0.9465
-0.6359
-1.8625
-0.3354
-0.1719
-0.6677
1.3614
-1.4542
-0.5932
-1.9842
1.0943
0.2451
-0.8577
-2.2717
-0.235
1.0181
0.3299
0.3462
-0.7102
-0.2945
0.1697
-0.4507
-0.3036
-0.451
0.1627
-0.7326
-0.5458
-0.6057
-0.5739
96.633333
1
653
69.95
BREAST CONSERVING
Breast Cancer
Breast Invasive Lobular Carcinoma
Moderate
0
Her2
1
Positve
Negative
3
NEUTRAL
Negative
Lobular
1
Post
9
Left
2
5.056
ILC
Negative
1
ER+/HER2- High Prolif
28
2
Died of Disease
2.4888
-0.2762
0.8115
-3.2315
1.3581
1.0795
-2.1315
-0.1839
-0.5493
-0.4191
0.2434
1.65
2.1209
0.3401
2.4117
0.3364
-0.3587
0.0362
2.2468
-0.9366
-0.3596
1.7848
-1.3762
-0.5016
1.5012
1.3597
1.8274
2.5934
1.739
-2.6761
1.0696
-0.7045
-0.7801
0.3648
-0.3593
-1.4497
-0.7687
0.3508
-0.1669
0.2484
0.9771
-1.117
0.7864
-0.1407
1.261
1.7889
-0.6819
-1.6934
-0.1937
-0.0903
-1.135
-1.2573
-0.3287
-0.4064
0.0774
-0.2325
-0.652
1.4819
-0.4536
-1.0593
0.791
-0.6762
-0.9298
0.9214
0.5243
-1.0045
0.6601
0.3581
-0.5054
0.4053
-1.0634
0.502
-0.2488
0.2716
-0.6687
-0.8601
1.05
-0.8603
-1.9873
-2.1496
-2.454
-0.869
1.0075
1.1138
-0.4583
-0.1697
-0.7752
-1.891
-0.0881
0.5313
-1.1306
-0.5791
1.4609
-0.3724
-1.3012
1.4283
-0.5836
0.4439
0.6151
-0.0415
0.2544
0.4646
-0.6605
-0.2363
0.4315
-1.1127
-0.5891
0.1966
-1.366
0.9101
0.0203
-0.7399
0.4524
-0.5681
0.4963
-0.5057
-0.8937
0.1349
-1.4191
0.9254
1.4711
0.8997
-1.8554
0.789
-0.4881
0.4418
-1.1483
0.3837
0.733
-0.1252
-0.0448
0.4431
0.3571
-0.9009
-1.55
0.7838
0.3643
0.0526
1.0336
1.9286
0.0389
-0.4509
2.2397
-0.9252
-0.6021
1.87
1.2507
-1.5228
0.6756
-0.5474
0.7396
0.2727
-0.6647
0.5379
1.684
-1.9078
0.6513
0.9055
1.2912
-1.0318
0.188
0.4563
2.5191
0.0423
1.6484
-0.7515
-0.7556
-0.8272
0.2967
1.1521
-0.14
-0.541
1.0998
-0.8189
-1.8295
1.9207
-0.6549
-0.0189
-1.6876
-2.0657
0.8363
-1.0355
-0.8838
0.2504
0.576
-0.8365
-0.0196
-0.8001
-0.9665
0.5768
-1.0641
-0.4115
-1.1936
0.6007
-0.7869
1.9524
-0.1136
-0.0687
-0.5227
-0.369
-0.0288
0.8714
0.2125
0.1073
-0.4652
-0.6552
-1.3282
0.2083
-0.5004
-0.2743
0.7671
-0.9795
1.7959
-0.1114
-0.8315
1.3147
1.1333
-0.3678
-0.4724
-0.4289
-0.0291
-0.8507
-0.282
-0.8454
0.3434
-0.808
-1.8753
-1.2687
1.8454
-0.4625
-1.0268
-1.5442
-1.8729
0.7882
-0.4196
0.0005
-0.2529
0.1191
-0.4164
0.6763
1.1547
0.128
0.8812
0.3083
0.9901
-1.2554
-0.0608
-0.9599
-1.8028
-0.7604
-0.4535
-0.5203
0.2622
0.571
1.3049
-1.2563
-0.8319
-0.9909
-0.5178
-0.6444
-1.3146
-0.6528
0.0045
-0.4417
0.2396
0.1158
-0.5267
0.2398
-0.7782
-1.458
-0.4841
-1.5757
2.1706
-0.7578
1.6105
-0.334
-1.4904
-0.0366
-0.0244
-0.201
0.5257
-0.1671
-0.9015
-0.6055
-0.0247
-0.6779
-0.616
0.2592
-1.4512
0.9212
-1.1521
0.6987
-0.9443
-0.5113
-0.0507
-0.9833
-0.845
0.2253
-1.0706
1.0429
0.7678
0.2056
0.2921
0.7908
-0.6713
1.7829
0.0429
1.7952
1.1411
-1.2918
-0.3808
-0.3731
0.7008
0.1531
0.2897
-1.4564
-0.0228
0.2689
-1.4787
-0.8285
0.0386
-0.3697
-0.054
0.0398
0.0018
-0.8538
0.869
0.5721
-1.1841
-0.4041
0.6724
-0.9171
-0.8951
-1.4434
0.2166
1.1966
-0.5647
0.0493
0.688
1.328
1.2118
-0.9775
1.2023
0.5266
-0.979
0.8462
-0.9845
1.4719
0.4359
-0.6017
-0.4545
0.9282
-0.3203
-0.9053
0.5758
3.6592
-0.2809
-0.0984
-1.6995
-1.0532
-0.2295
-0.3188
-0.2316
0.6066
0.54
0.0985
-0.5821
1.2235
0.7786
0.5105
0.0359
0.7985
-0.0079
-0.3458
-0.3066
0.0372
-0.985
-0.889
1.0148
0.2096
-0.5685
-0.2828
-0.064
0.9397
-0.4571
0.273
0.8558
-1.3583
1.9453
-0.4055
0.6826
0.2839
-0.1873
-1.0153
-0.3769
-0.8851
-2.0573
-0.6352
0.547
0.1136
1.0004
0.0781
1.704
-0.8104
0.1111
-0.3258
-0.332
-1.0326
-1.3762
1.4338
0.5927
0.0583
-0.5602
-0.5158
0.0466
-0.9438
0.1688
-1.4544
-0.018
-1.28
0.716
0.6191
1.2202
-0.6078
-0.2548
1.4094
-1.4886
-0.1509
0.8612
1.9849
-1.1703
-2.028
-1.106
1.4708
-0.2508
-0.4651
0.0957
0.6098
0.861
-0.649
2.2547
-0.877
-0.5881
-1.189
1.439
-0.5031
-1.2623
0.1013
1.5332
0.4777
0.3753
0.1678
1.7704
-1.3153
-0.9806
0.657
-0.7634
0.0847
1.4787
0.0204
2.0952
-2.786
0.3508
-0.7437
1.2778
-1.3598
1.4615
-1.1034
-0.491
-0.9546
-1.7021
0.9222
-0.6287
-0.1037
-0.9661
0.8155
0.4765
1.5327
-2.0821
-0.0707
2.8996
0.556
0.2756
0.4102
-0.5784
-1.4337
2.8043
0.5572
1.8743
24.8
1
654
82.5
BREAST CONSERVING
Breast Cancer
Breast Invasive Ductal Carcinoma
Moderate
0
LumA
1
Positve
Positive
1
NEUTRAL
Negative
Ductal/NST
1
Post
8
Right
0
2.048
IDC
Positive
1
ER+/HER2- Low Prolif
24
2
Living
-0.2795
-0.7247
0.704
0.4559
0.2183
0.3773
0.407
0.4604
0.8246
-0.1557
0.0961
-0.7739
1.8839
0.5993
-0.1609
1.4049
0.3049
0.6147
-0.6025
-0.3997
0.9526
-1.1506
-0.8578
-0.2206
-1.0768
-0.0667
-1.2594
-0.1337
-0.6619
-0.0998
-0.217
-1.2258
-0.0312
-0.3831
-0.1678
-0.0121
0.3804
-0.1269
0.1275
-0.8856
-1.513
-1.0288
0.518
-0.5782
-1.6167
-1.1861
-0.5108
0.3413
0.333
-0.2548
-1.0971
0.5978
0.1673
-0.6277
0.8651
-0.8221
0.6671
-0.9068
-0.3779
0.7214
0.3756
0.2214
-0.6258
-0.2206
-1.1077
0.6964
-0.8194
-0.2161
0.224
-0.8945
-0.6818
-0.7325
1.1992
-0.4532
0.0522
0.532
0.4366
0.3131
0.2883
-0.4692
-0.2818
-0.5174
-0.3167
1.1415
-1.303
-0.6273
-0.1435
-0.1755
-0.1002
-1.443
0.2127
-0.618
1.3114
0.1684
-0.3511
1.5985
0.4087
-0.1442
0.4786
0.4783
0.6727
1.425
-0.4327
0.2406
0.0948
0.1595
0.2174
0.0606
-0.1033
0.5631
-0.4237
-1.4459
-0.7313
-1.2896
-0.4732
-1.2802
-0.0775
-0.962
-0.3153
-1.0396
-1.1597
-0.3212
0.4313
-0.0668
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1.6866
-0.4672
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-1.3526
0.699
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-0.7171
0.7333
-0.08
1.1461
-0.5481
1.2329
-0.7298
1.9167
0.4226
-0.025
2.0895
-0.2314
-0.4641
-0.0788
-0.4149
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-0.2369
0.3742
0.5502
-0.6422
1.0896
0.251
-1.3351
-0.1384
0.6011
0.3401
-0.6534
-0.1184
-0.7845
-0.8571
-0.524
-0.0074
-1.1251
-0.5679
-0.7906
-0.135
-0.881
-0.485
-0.4162
-0.4734
-0.389
0.5797
-0.4403
0.2114
-0.2732
0.8195
0.9688
2.9101
0.9195
-0.5668
-0.2707
-0.3535
-2.0678
-0.4457
1.1343
0.162
1.4296
-0.8835
-1.3768
-0.1062
0.3879
0.1587
1.2744
0.7923
-0.2298
-0.0449
0.006
-0.0657
0.6757
-0.3894
1.3896
-0.7593
0.5687
-0.322
-0.6767
0.1125
-1.3076
-0.5613
0.8695
1.5643
-0.838
-1.081
0.4664
0.7761
-0.1259
-0.636
0.2193
0.1791
-0.6315
-0.4856
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-0.1469
-0.2336
0.1302
-1.18
-0.6994
-0.7621
-0.8599
-0.5959
-0.371
1.3421
-1.1239
-0.8875
1.427
-0.248
-1.0021
0.0474
0.9214
-0.3765
-0.4783
0.1086
-0.0777
0.179
0.1669
0.1172
-1.2319
-0.6865
-1.3919
0.0338
-0.2169
0.6591
1.4826
-0.4235
0.5247
-1.046
-0.2732
0.2712
-1.3914
-0.9998
-0.773
1.615
0.7589
0.5331
0.116
-0.642
-0.3875
-0.1012
-0.4783
0.0234
0.2246
-0.471
1.093
-0.9349
-1.0602
1.3739
-0.2543
0.151
0.3546
-1.3971
0.4234
0.0741
0.7492
-1.4255
-0.305
0.4592
0.0214
-0.2234
-0.6889
0.0464
1.0089
-0.58
0.4591
-1.2606
0.1796
0.2336
-0.6072
0.0114
-1.0296
-1.3135
1.262
2.2988
0.8254
0.4017
-0.8026
-0.5715
-0.8578
-0.386
-0.1059
0.2358
-0.3542
0.376
0.4509
-1.0218
-0.0882
0.6237
0.7328
0.1905
1.0001
-1.4544
-1.3184
-1.516
0.1159
-0.1687
0.1584
-0.6922
-0.898
1.1858
1.4946
0.9837
-0.5474
0.0646
-0.4628
0.5619
0.0502
0.8194
-1.2242
1.8104
0.9155
-0.5381
0.1223
-0.7348
-0.0535
0.7728
-0.6524
-0.4524
-0.5294
0.0915
-0.0977
0.3453
-0.5591
-0.3089
-0.1468
0.6216
-0.1892
-0.2761
-0.2902
-0.5863
-0.1418
0.3492
-0.2993
-0.2981
-0.5433
0.8529
-0.5574
-0.0327
-0.2903
0.1929
-0.6288
-0.6341
-1.3177
0.2503
-0.2663
0.6606
-0.1148
0.1435
-0.2752
0.5664
-0.5436
-1.2669
-0.1563
0.9116
0.3432
-0.7949
1.6222
-0.3627
-0.3466
-0.049
0.2006
-0.4563
1.7136
-1.0581
0.029
-0.3246
1.0511
-0.896
-0.4872
-0.1191
-0.6682
0.4189
1.8296
-0.0437
-0.2101
-0.3598
-1.3949
-0.3547
0.3759
0.5849
0.4142
-1.8181
0.658
0.6299
0.5789
-0.5051
-0.6739
-1.6348
0.519
-1.2013
-0.0524
-0.2727
-0.2316
0.0683
0.4193
-1.126
-0.1424
0.0689
0.0367
0.3023
-0.9939
-0.1007
-0.4805
-0.5189
0.8067
-0.3967
-0.4623
-0.0082
1.4371
-0.1496
0.5707
1.0887
0.7131
1.1196
-0.314
0.5335
-0.0852
-0.1869
-0.4973
-0.6488
-0.3256
0.3722
0.8046
0.0913
-0.955
-0.6378
-0.713
1.3662
0.5645
0.8755
1.1431
-0.2646
-0.3548
-0.2126
-0.7733
-0.4988
0.6769
1.4855
0.5744
0.1459
-0.9409
0.5061
-1.1033
-0.261
-0.0396
-0.3148
0.1659
-0.0557
-0.8285
-1.1293
-1.3354
0.4294
0.6587
0.3702
-0.5348
-0.0904
0.3889
0.1861
2.5511
69.4
0
655
69.73
MASTECTOMY
Breast Cancer
Breast
Moderate
0
Normal
1
Positve
Positive
null
NEUTRAL
Negative
Other
0
Post
4ER+
Left
0
1.12
BREAST
Positive
0
ER+/HER2- Low Prolif
60
1
Living
-0.8529
1.1956
-1.9116
-0.1773
-0.1339
1.248
0.3415
-0.6765
0.8969
-1.4336
-1.0447
-1.6816
0.6067
-0.4327
0.2653
-0.8759
0.3732
2.0172
-0.0294
1.4368
1.3542
-1.2458
0.7863
-0.4538
-1.0379
0.8256
-0.326
-1.6183
-0.4627
0.963
-0.8267
0.1033
-0.1368
0.0891
-0.4359
0.9008
1.1027
1.1056
-1.5835
-0.2844
-1.1492
0.2971
-0.1901
0.3924
-0.8269
-0.6751
-0.9966
0.2511
0.0872
0.6289
-0.399
0.7903
-0.5376
0.0905
1.7594
-0.6515
1.0101
-0.786
-0.7576
0.7971
-1.4473
1.0114
-0.5896
0.6153
-1.4537
0.1673
-0.4387
-0.4335
-0.3403
-0.7375
-0.2714
0.1353
-0.7905
-0.3173
-0.4552
-0.8721
0.3943
0.3681
0.8657
0.5626
-0.0833
0.3609
0.0181
-0.7101
-0.8396
0.7686
-0.1648
-1.43
-0.1615
0.5261
-0.3463
-0.9347
-0.0551
-0.8056
0.8382
1.1998
0.7703
-0.6663
0.2115
-0.4692
-0.0062
-0.1843
-0.3995
-0.0128
0.4245
0.3587
0.0816
0.6743
-0.1984
-0.0779
0.8563
-0.0248
0.2743
0.4981
-0.6387
-0.1956
0.6649
-0.9055
-0.1714
-0.6347
-1.351
0.7514
1.1772
-1.2248
-1.5154
0.3588
-0.6392
0.0525
0.4422
0.4377
1.3156
-0.1802
0.3113
1.3171
-0.9296
-1.768
-0.7224
-0.6735
0.2504
-0.3258
0.7007
0.1228
-0.5378
0.59
0.7698
2.5493
-0.2767
0.956
0.0068
-0.6335
1.647
2.6868
-0.4202
0.721
-0.9874
-0.6288
-0.4125
-0.6209
0.0068
-0.2103
0.9602
0.1682
0.1295
1.3213
1.7586
0.4598
-0.7139
-0.0473
0.0558
-0.5764
1.4151
1.8388
0.3241
0.0083
-0.1546
-0.0228
0.4114
-1.2673
-0.5458
0.3513
1.3948
0.3318
0.6892
-0.8803
0.5093
-0.7387
0.9801
1.9924
-0.3701
-1.2082
-0.2471
-1.2777
-0.5487
0.7318
0.367
1.1267
-0.9824
8.6994
0.217
-1.5871
-0.7288
0.6587
-0.3609
-1.3851
0.6645
0.6462
-0.6994
1.4908
1.3605
-0.4337
-0.4425
-0.0656
-0.7856
0.5962
-0.299
-0.0168
-1.33
0.6776
0.2474
0.0349
-0.4109
-0.5622
0.6291
1.2098
-0.1011
-1.8672
1.2329
-0.4408
-0.3414
0.395
-0.7561
0.7226
-0.3042
1.0574
-0.6889
-0.8671
-0.077
-0.036
-0.0792
-0.3536
-0.4415
-0.5742
-0.7793
-0.4558
-0.6114
-1.8643
0.4887
-0.3484
0.6981
0.0355
0.3988
-0.4828
-0.7945
1.1127
-0.1928
-1.4498
0.4099
-0.7067
-0.3402
-0.3641
0.3453
-1.0139
-0.1897
-1.2903
-1.9585
0.2613
0.6375
-1.185
0.3773
-0.318
0.0854
-1.8083
2.875
-0.5437
1.6152
0.1865
-1.5462
0.899
1.6316
-0.6049
0.9401
-1.3634
-1.1586
-0.1816
0.1168
1.2509
-1.1261
0.015
-1.4427
0.7093
1.0987
-0.9261
0.2504
-0.8812
-0.661
-0.6009
-0.0086
-0.8733
-0.6127
-0.2972
0.2028
-0.7561
0.3633
0.4145
-0.3249
0.5184
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-0.6861
0.2412
0.4678
1.0024
0.4745
-1.4102
-1.1944
-0.4629
0.2598
0.6841
0.4567
-0.2433
-0.6562
-1.0345
-0.7094
0.4233
-0.4821
0.3452
1.1834
0.3771
0.5652
0.5396
-0.7876
0.1959
-0.6843
-0.8397
-0.2691
0.8966
1.048
-0.2944
-0.819
0.5929
0.2781
0.8217
-1.2729
-0.3472
-0.5007
2.1526
1.6245
-0.3991
-1.1078
-0.134
1.0657
0.2137
1.2954
-0.6236
-0.5152
0.5819
-1.3506
-0.4197
0.2866
-0.8652
-0.3596
-0.2155
-0.5764
0.0037
1.8994
0.5848
-2.0576
-0.3956
0.1985
0.5012
0.1802
-0.9346
-1.0942
0.9061
-1.0017
-0.4312
1.7315
0.5036
-0.3773
-0.2714
-1.5071
-0.3732
-0.4215
0.2493
-0.8347
-0.2792
0.6477
-0.5032
-0.0336
0.5476
0.4888
0.161
0.2166
0.0346
-0.1685
-0.2385
0.3669
-0.638
-1.2829
-0.3676
-2.1396
1.2557
0.1175
0.4223
-0.6206
1.9754
-0.8263
-1.7228
-0.6305
-0.9926
-1.0433
1.966
0.2097
-0.2887
-0.1511
0.3191
-0.0819
-0.6013
-0.0932
-0.4772
1.0855
-0.0302
-1.1343
-0.9565
0.0138
0.7934
-0.0168
1.2066
-1.778
-0.443
2.5588
1.8807
-1.1006
-1.7145
0.1333
0.2232
1.3265
0.8011
3.9764
-0.8133
-1.8817
1.24
-0.5054
0.2144
0.5847
-0.1182
0.2538
-0.5983
-0.3587
-0.0948
0.6644
-0.2884
-1.3474
1.4228
-0.6413
0.6422
-0.4685
-0.1664
0.4171
-0.3074
1.4339
-1.0579
-0.7266
0.1647
-0.3389
-0.016
-0.1221
-0.326
-1.7188
0.4604
1.3311
-0.1307
-0.8549
2.9147
1.0883
0.1403
0.3598
0.5092
-1.0831
0.0306
-1.2505
-0.2231
-0.0541
-0.9033
-0.0688
-0.1768
0.1093
-0.6915
111.066667
0
656
35.9
MASTECTOMY
Breast Cancer
Breast Invasive Ductal Carcinoma
High
1
claudin-low
1
Negative
Negative
3
GAIN
Positive
Ductal/NST
0
Pre
5
Right
0
4.2
IDC
Negative
1
HER2+
100
3
Died of Disease
0.2486
1.126
-1.0243
-0.4791
0.4664
-0.2179
0.2205
1.5467
-0.4751
-2.1425
-0.7128
0.1034
-0.0526
1.1481
1.4619
0.512
0.1111
1.7664
-1.0141
0.7763
2.2497
1.1293
0.8311
0.5704
1.3249
1.789
0.92
0.9364
0.9832
-0.934
0.1368
2.2168
0.295
0.0107
-1.0317
2.1647
0.2044
-0.0304
0.7396
1.8114
0.4499
1.4857
-0.3749
-0.0583
1.3498
2.6987
-0.7053
1.1143
-0.3762
0.2211
-1.342
-0.0333
0.7249
-0.401
0.6934
-1.4359
1.0265
1.9846
-0.4699
-0.9973
0.2099
1.0098
-0.6905
0.0272
-1.3407
-0.251
2.116
-0.0127
-0.5867
1.5261
-1.8756
2.0884
-0.8849
-0.0622
1.1241
0.0466
0.0932
-0.1048
0.0522
-0.0833
0.121
0.1734
-0.3797
-1.3375
-0.9282
0.6097
-1.2358
-2.034
-1.6572
2.1925
0.5949
5.2096
1.5322
0.1789
0.1104
1.1959
-1.5957
-0.342
0.6832
-0.5724
-0.2284
0.4823
-0.3245
1.2767
1.3039
-0.3478
0.4574
2.1789
-0.1537
-0.153
-0.5779
0.2917
-0.3199
0.5723
-1.6776
-1.0686
-0.6264
0.2138
-1.3689
0.139
1.2177
-1.4158
-1.5101
-2.2187
0.6486
-0.094
0.4312
1.0443
-1.029
4.9081
3.0094
0.8839
0.4743
-1.0097
-0.9449
1.3232
0.0312
0.3129
-0.0927
0.3117
1.0049
-1.0316
2.7897
0.9623
1.5543
0.728
0.6322
-1.1661
1.0441
-0.1403
-0.4015
0.5167
1.94
0.8178
0.0878
-0.4746
1.741
-1.3023
0.1697
0.8151
1.1431
0.1545
1.5599
2.0359
-0.3951
1.1243
-0.2161
-0.9819
-1.549
1.2326
1.1756
0.1319
-1.0126
0.2317
-1.3237
-0.7844
-2.0129
-1.9067
-1.0249
0.2172
0.2304
-0.2768
1.8901
0.3092
0.3734
-0.1979
0.4959
-1.1443
-1.4934
-0.3611
-0.6604
-1.0779
4.4139
1.811
1.0182
1.4322
-0.2178
-0.0593
0.9896
0.2017
0.5188
-0.6321
-0.3608
-0.6868
-0.4578
-0.6714
-1.7354
0.0202
-0.8354
-0.4325
0.815
0.5211
0.7686
0.5829
0.7722
0.036
1.8655
0.0772
0.155
-0.4975
0.167
-0.6827
-0.837
0.7724
0.2536
-1.7787
-0.2438
-0.5236
-0.4943
0.6678
-0.3449
0.9003
-0.4039
0.7529
-0.1142
0.589
0.1104
-1.1839
1.0919
0.2388
-0.9726
1.78
-1.3245
-0.5656
-0.4735
1.1113
0.7683
-0.5697
-0.6715
-0.0194
0.3402
-0.4611
-0.0676
-1.6101
-0.9049
-1.0701
0.0673
-0.6622
1.8261
-1.18
-0.4018
0.9267
0.0425
0.3535
-1.2793
2.813
-1.3218
-0.2135
1.5819
0.6552
-0.6158
-0.7108
-0.6806
-0.1812
0.2605
0.5061
0.2838
-0.986
-1.3523
-0.2359
-1.601
-1.5632
0.3468
-0.4645
-0.5778
-0.3777
-0.5362
-0.2229
-1.6567
-1.4932
0.2831
-0.4022
-0.5008
0.4026
1.9534
-1.2464
-0.6883
-0.3663
-0.0443
-0.3612
-0.337
-0.3367
-1.3123
-0.799
1.8262
-0.2562
-0.0613
1.4043
0.7646
0.2662
-0.5474
-0.6718
1.3044
0.0858
-0.5671
0.4053
-0.7216
-0.7315
0.5816
-0.8397
0.5265
-1.1839
0.5876
-1.8629
-0.998
-0.5017
-0.1808
-0.3521
0.1868
0.1482
-0.6531
-1.2986
-1.0328
-0.2685
-0.7596
0.2577
-0.0329
1.9487
0.5708
-1.1308
0.0745
0.2594
-1.5451
-0.7293
-0.1999
0.498
0.6882
-0.2542
-0.2822
-0.8657
-0.3762
-1.1207
-0.2893
-0.5008
0.558
-0.3653
0.5107
2.4956
0.5213
0.605
-1.095
-1.102
1.3555
-0.6347
3.554
-0.4449
-0.094
-1.4175
-1.1975
0.2868
-2.2952
-0.7699
-0.9818
-0.4048
2.5034
-1.3808
-0.5055
1.322
3.4453
-0.9468
0.7772
1.7614
0.358
-0.1067
-0.2755
-1.5701
-1.2316
0.0411
-0.7836
-0.0454
-1.2197
0.7643
-0.8682
0.2624
-1.0262
-0.8437
-0.5882
-0.7113
2.1873
-0.798
-1.8234
-0.9476
1.1758
-0.3175
-0.7327
0.2788
0.7805
1.3045
-0.5808
-1.0904
-1.6798
-0.5987
-1.9965
-0.999
-0.639
-0.0574
-0.7118
0.2956
-0.0637
0.163
1.1333
-0.4934
0.9318
-0.8305
0.931
-0.1676
-0.3402
1.0619
0.2198
-0.6962
1.1944
0.8713
2.7903
1.6644
-1.873
-0.3694
0.1234
0.9707
-0.7956
-0.1126
1.1183
0.7986
-0.3273
-1.3291
0.1226
0.1824
0.0401
-0.494
1.1109
-0.9131
-0.2273
1.3954
1.1403
1.3897
-0.6528
1.8114
0.5322
-1.8321
-1.0251
0.8807
-0.3442
-0.8139
1.3728
-1.0999
0.1064
2.6666
0.5825
-1.2288
-0.2955
0.3466
0.1355
0.2996
0.7517
-0.9625
-0.496
-0.3891
-1.0168
1.7801
2.0503
0.0028
0.4401
-0.6762
-0.2416
-0.527
-0.8273
-1.6223
-0.1957
0.9083
-0.8421
19.033333
1
657
58.65
null
Breast Cancer
Breast Invasive Lobular Carcinoma
Moderate
0
claudin-low
1
Positve
Positive
2
NEUTRAL
Negative
Lobular
1
Post
4ER+
Left
0
3.2
ILC
Negative
1
ER+/HER2- Low Prolif
100
2
Living
-1.6996
-0.3789
-1.3565
-0.966
-0.3906
-1.4278
-1.1612
-0.9329
-0.53
-1.6227
0.0021
-0.3484
0.5065
-0.3825
-1.1559
-0.4074
-0.5421
-0.9433
-0.1907
0.6953
-0.0704
-0.9971
-0.75
0.2442
-1.254
-1.318
-0.2682
-1.3652
-1.4174
-0.3751
0.1053
0.1416
0.5774
-0.3912
-0.2474
1.5713
2.5783
0.4059
0.8781
-1.4672
-0.5993
0.9221
-1.2931
-1.3647
-0.8676
-0.7129
-0.834
0.0279
-0.0347
0.3116
0.4332
0.7335
0.6898
1.0908
-0.7142
-1.7955
-0.8256
-0.0886
-0.5965
0.2235
-0.2921
-0.4957
-0.2823
0.4536
0.1845
0.7453
-0.1512
-0.3226
0.806
0.6662
-0.3822
-0.0167
-0.6983
0.4453
-1.0428
-1.1551
0.9036
-0.5141
1.0665
-0.5068
0.4564
0.526
1.4682
-0.3382
0.7222
-0.1751
-0.1422
-1.3741
0.2515
1.023
-0.4834
0.5115
0.8011
-1.0304
-0.0254
0.2994
0.5858
-0.8243
-0.3972
1.7351
-1.0587
-0.9064
0.5374
-1.335
0.2452
-1.0908
0.325
0.8592
-0.2028
0.9244
1.4034
0.3218
-0.8981
2.4489
-1.2125
-0.4869
-0.7293
0.4928
-0.2484
-0.2278
-1.2841
0.583
-0.8051
0.0011
-1.875
-0.5228
1.5325
-0.9552
-0.5503
-0.392
1.3831
3.2324
0.063
-0.9277
-0.9343
-0.8425
0.5886
0.1977
-0.4131
0.2865
1.0378
-0.7583
-1.2494
0.7539
1.1795
0.5686
0.402
1.9341
1.1739
-0.0032
-0.3415
-0.7316
0.5463
-0.7744
-0.5405
0.2915
-0.6941
0.1513
0.0164
1.2464
-0.1342
0.7734
0.7034
1.7131
-0.2505
1.9445
0.1634
-0.3992
-0.4265
0.3294
0.8294
0.2099
-0.1766
0.6667
-1.0869
-0.9222
-0.0903
-0.3285
-0.6553
0.733
-0.3621
0.7141
1.3064
-1.2131
0.2621
-1.2426
1.158
-0.8701
-0.1918
-0.2132
0.5209
0.267
0.0135
0.1783
0.2175
0.9933
0.5172
-0.2123
-0.047
-0.1536
0.7479
-1.1904
-0.7288
-0.3855
-0.094
-0.8642
-1.4472
-0.7765
-0.7969
-0.049
-0.3263
-0.5446
-1.0671
2.3456
1.0789
1.1116
-1.9727
-0.2653
0.0582
0.3491
0.9662
0.8629
-0.1719
0.2561
-1.0453
-2.1752
0.5863
-0.8315
-0.8725
3.2664
-0.9991
1.3697
0.9507
-0.3811
0.7086
-0.5961
0.2319
-0.9711
0.8188
-0.0471
-0.3276
-0.442
-0.9822
0.1262
0.4524
-1.3741
-0.01
-1.7699
0.8475
-0.8642
0.2723
-1.392
-1.0807
0.4369
-0.3331
-1.16
-0.0903
-0.2149
1.36
1.2404
0.8516
1.0918
0.3586
-0.1709
0.7941
-0.8666
0.5531
0.6064
1.5094
0.968
-0.4567
-0.6052
1.0283
1.628
-0.4486
0.4497
0.9987
-0.1974
2.2973
-0.6163
-0.1345
-0.3197
-2.0511
-0.89
-0.5517
0.1214
-0.276
0.1777
0.1783
0.108
2.1234
-0.4374
-1.0345
-1.8474
0.6554
-1.8285
-0.3633
0.4105
0.5318
-0.1394
-0.8007
0.2979
-0.2614
0.4918
0.8336
0.252
-0.1293
0.5603
2.4783
0.6797
0.2139
-0.563
-0.4681
-0.2434
0.259
0.4019
0.1522
-0.4893
-0.3006
0.4833
0.9517
0.2556
-1.1026
0.2581
-1.0035
-0.0742
0.2872
1.6934
0.7326
0.7382
-1.6508
0.0667
-0.9757
0.2134
-0.3418
-0.0157
-0.503
-0.8526
-0.3472
0.2317
1.0349
0.0007
-0.9978
-1.6377
-0.3704
0.2584
0.4137
-0.0252
-0.4659
-0.2939
-0.0248
-1.7423
-0.0387
-0.5573
-0.0494
-0.2184
0.1325
-0.5818
1.0712
0.5418
-0.071
-0.6809
0.3159
0.4389
-0.4643
-0.6597
1.4739
-1.6328
-0.4662
-0.9854
-0.4286
-0.9083
-0.8825
-0.3064
1.278
0.0323
1.738
1.4992
-0.3482
0.2032
1.5781
0.1707
0.8592
0.0772
0.4807
0.8386
1.2386
-0.379
-1.1977
-0.8332
1.0104
0.595
0.8175
-0.2125
0.7788
-0.4977
0.1619
0.243
-1.283
-0.6184
0.0241
-1.2663
0.8018
0.2008
0.3328
-0.6018
1.7798
0.1851
-1.1233
-2.9627
-0.0218
-0.1807
-0.4346
3.232
-0.1646
0.229
0.0729
0.4474
-1.4043
-0.4593
-0.1673
-1.0993
0.3028
-1.1589
0.4271
0.718
1.0042
0.8265
1.0428
-0.2875
1.6133
1.6351
1.8552
-0.9833
0.5156
-0.1625
-0.3963
2.0243
0.0746
-0.2223
-0.4075
-0.0902
0.3682
-0.632
1.2958
0.3373
-0.0457
-0.2724
-0.8198
-0.3348
-0.0916
0.4133
-0.2147
1.6993
0.7839
0.9647
-1.5629
-0.2602
-0.9831
-1.0735
-0.5052
-0.497
-0.4529
-0.4378
1.7608
-0.469
-0.4379
-1.5026
-1.0015
-0.9616
1.0678
-0.0889
3.5715
1.1769
-0.1025
1.852
-0.7563
0.533
2.0638
-0.3369
-1.1916
-0.7508
-0.0291
2.1246
0.0535
-1.4247
-0.5994
0.2676
0.1935
30.433333
0
658
60.89
BREAST CONSERVING
Breast Cancer
Breast Invasive Ductal Carcinoma
High
1
claudin-low
1
Negative
Negative
3
LOSS
Negative
Ductal/NST
1
Post
10
Left
2
5.05
IDC
Negative
1
ER-/HER2-
25
2
Living
-2.1001
-0.0557
0.6345
-0.8598
1.6708
-1.5527
0.5842
1.6918
-1.0388
-1.1683
-0.6902
0.6747
0.5417
0.9304
0.7252
-0.6585
-0.0335
0.4668
0.4975
-0.0867
-0.588
0.1045
-0.9189
3.9043
1.7358
1.4054
1.4436
-0.1783
0.653
-0.7514
0.5683
-0.0892
-0.0083
3.5888
2.3462
1.3553
0.5998
0.1741
-0.2401
1.5219
1.1063
1.9407
0.9919
0.4907
0.2067
0.1052
-1.4265
0.2686
-0.2719
1.0648
-0.1729
-0.0313
-0.2736
-0.8007
0.1669
-1.0859
-0.2656
0.5548
0.8492
-1.5644
-1.1207
0.7636
0.8537
-0.3115
0.8719
-0.6051
1.194
2.2496
-0.7368
-0.6673
-0.9631
0.7901
-0.3367
0.2974
-0.6162
1.0348
1.1922
-0.8458
0.44
-1.3987
2.6829
-0.4949
1.13
-1.1096
-1.0676
0.1458
-0.5351
-0.5037
-0.7736
1.1646
-0.4401
0.3563
1.2533
-0.4586
0.8114
1.3491
-1.2245
0.3108
1.1957
-0.4438
-0.5614
-0.1375
-0.8305
-0.1037
1.583
1.2335
0.6723
0.1129
-0.2246
-1.2686
0.0968
-1.1002
-0.5816
0.4362
-1.262
-0.4289
1.3048
0.1445
-0.5419
0.7258
0.9393
0.0367
-1.5214
-1.9558
-0.882
0.2705
-0.7235
0.4787
-1.2865
1.2014
0.4437
-0.8911
0.5962
-0.847
-0.7727
0.9023
0.2073
-0.3732
-0.2278
0.5076
0.5908
-0.502
1.4675
0.3718
0.6508
-0.2878
0.1796
-0.2518
-0.2831
-0.5203
-0.4093
-0.3512
1.0204
-0.1031
1.4749
0.2487
-0.7547
-1.9373
0.2592
0.2849
-0.1411
0.7213
-0.4828
0.9705
0.7596
0.8504
-1.3545
-0.3516
0.9204
-0.2449
0.4156
1.1216
-0.523
0.0624
-1.0244
-0.1577
1.8053
-0.4622
-0.4291
0.2641
0.1655
-1.3869
0.9102
0.0157
0.865
-1.0671
-0.1394
0.0289
-1.202
-0.8852
-0.7616
0.3112
-0.4053
1.2637
-0.8566
1.3413
-0.3769
0.4482
-0.8868
1.5919
0.5469
-1.0315
0.4484
-0.7242
0.2938
0.1895
0.9948
1.3954
-0.5932
0.5875
-0.7129
0.4167
1.6615
1.6465
0.1095
-0.4612
2.748
-0.436
0.3756
-0.7462
-1.6591
-0.5028
0.6396
2.2954
0.7347
-1.5789
-0.5261
-0.0079
-0.9864
-0.4323
-0.693
0.7232
0.3476
0.9627
-0.757
-0.638
-0.8492
-1.6297
1.4732
1.2684
1.3239
0.3177
1.6537
0.4525
2.2111
0.8793
0.818
-0.44
-0.1103
-0.526
0.3452
-0.045
0.807
-0.6799
0.8226
-0.9489
0.7491
-0.0183
-1.007
0.1565
-0.7169
0.0451
0.5862
-0.1258
0.4154
0.217
-0.1405
-1.5873
0.3926
-0.5908
-1.3686
-0.9475
0.6631
0.2627
-0.6141
-0.1645
-0.2092
0.4049
0.4944
0.7527
-1.0122
-0.8973
0.5049
0.6464
0.0501
0.5445
-0.0814
2.3736
-0.7758
-1.2154
-0.2227
-0.8791
0.1712
0.4904
-2.3974
-0.6019
-0.1095
-2.0805
-0.4351
0.2268
1.3994
0.4318
-1.5264
0.3974
0.4738
1.3888
-0.3303
-1.1371
0.2565
0.567
0.0195
0.5398
0.1401
2.9565
-0.6563
-0.9111
-1.5912
-0.9898
-0.7984
-1.0556
0.0049
-1.1431
-0.8794
0.0986
-0.8448
-1.2037
0.0909
1.2932
-0.194
0.2528
-0.4558
0.3346
-0.6503
0.1701
0.2057
-0.6526
-0.1187
-0.7718
-0.4142
-0.8879
0.2338
-0.5397
-0.2524
0.9715
-0.5931
-0.7048
0.6013
-0.4514
4.095
0.88
-0.1017
0.4139
-0.8223
0.2267
-0.7074
0.2782
0.8904
-1.2373
-0.3378
-0.1333
-2.3213
-0.031
-0.6244
0.1291
-0.3373
1.576
-1.848
-0.4898
2.3464
0.4094
-0.3769
0.8986
-1.1902
-0.1669
-0.1389
-1.0024
0.1782
0.7422
2.6557
0.11
-0.4931
-1.3824
-0.0987
-0.3668
0.3479
-0.6484
1.2185
-1.5275
-0.2026
-0.5447
0.8304
0.0805
0.5289
-0.07
0.8875
1.7436
-0.8436
-0.1711
0.2356
0.6531
-0.5658
1.2403
0.4064
-0.3589
0.6461
-0.0607
0.9657
-1.1262
1.3372
-0.2728
-0.9376
-0.3057
0.6265
0.9688
0.2222
-0.2846
-0.5714
0.7411
-1.3694
0.1426
-0.8286
0.1828
2.7316
-0.2429
-1.2726
-0.07
-0.2896
-0.0224
-0.395
-1.6592
0.2213
0.1121
0.398
0.2076
-1.5671
-0.1228
0.4958
1.544
-0.3438
0.1833
-0.7722
-0.0621
0.437
-1.0418
-1.3643
-0.1544
0.1126
1.2895
0.0252
1.0015
0.1395
0.3025
-0.9522
-1.8044
0.6996
0.7137
-1.0689
-0.1365
0.6526
-0.136
-1.2037
-0.2719
0.894
-0.2299
-0.8887
0.616
-0.7827
-0.9002
-0.8382
-0.7957
0.4619
0.5621
-0.0336
-2.3233
-0.7785
-0.8061
-0.9637
1.198
-0.874
1.9019
-1.3835
-1.1614
-0.4637
-1.1682
-1.0773
-0.8655
-0.5242
-0.8783
-0.8285
97.266667
0
659
82.87
BREAST CONSERVING
Breast Cancer
Breast
Moderate
0
Normal
1
Negative
Negative
2
NEUTRAL
Negative
Other
0
Post
4ER-
Left
0
3.09
BREAST
Negative
1
ER-/HER2-
45
null
Died of Disease
0.6513
-1.9366
-0.4935
-0.5425
0.5461
-0.6994
0.6438
-0.996
0.0411
1.9237
1.1906
-1.0701
-0.5112
0.3786
-0.1774
0.9114
1.6517
-0.3343
0.692
-2.195
0.4771
0.3647
0.2259
-0.4899
-0.8432
-1.3078
-0.4907
0.235
-0.782
-0.5358
-0.4802
3.8609
-1.649
-1.1063
-1.8145
1.7671
-0.1748
1.2066
-0.6696
-2.0609
0.6758
-0.0628
1.532
-0.2974
-0.693
-0.4056
0.7444
0.3616
-0.8247
-1.8306
-0.365
-0.6212
-0.6375
1.6505
1.8495
-0.6475
0.1313
-0.8002
0.2724
0.5614
-1.3585
1.0367
1.9824
0.6975
-0.3105
-1.4065
1.6576
-0.2471
0.7878
-1.1175
1.0564
0.9277
1.9446
-0.0142
-0.1086
1.7111
2.4497
-0.0767
-1.4343
1.3288
-1.0787
-1.4771
0.8179
-2.968
-0.5008
3.8695
1.709
0.4479
-1.3524
1.7643
4.4626
0.5567
0.5424
-2.335
0.3095
-0.3363
-1.2588
-2.3221
0.1756
0.7576
0.2119
-0.5202
1.1014
-0.7377
0.1964
-0.0247
0.2942
2.2494
0.2509
2.1652
1.3656
1.6682
1.2146
-2.3605
-1.6425
-0.2711
1.1513
2.2923
0.8088
-0.4888
-1.4995
-0.6848
2.5099
-0.4488
0.3491
-0.63
0.7794
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-1.003
-0.3397
0.0692
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3.6443
0.3611
1.7426
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0.7341
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0.7773
0.5992
-0.8438
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0.565
-2.0466
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0.3359
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-0.238
0.1527
0.6387
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-0.101
0.3904
1.6525
-0.958
0.7869
-0.6099
1.8562
2.1306
0.2678
-0.3039
0.1117
1.4781
1.5346
-0.3316
-1.3201
1.289
-0.9606
0.5787
-0.6517
0.4564
-0.1326
-0.2806
-0.1623
-1.9654
0.4003
-0.6716
-0.5659
4.0213
-1.0052
0.3463
0.8201
-0.9512
0.9558
0.6488
-1.5911
-2.2313
0.3988
-1.3515
-1.3144
-0.8009
0.4744
-0.3021
3.5957
1.9379
1.9068
-0.7552
-0.5202
-0.4952
-0.4096
-0.4205
-0.6436
-1.1159
-0.8005
0.3799
-1.4425
-1.1243
1.878
-0.0277
-0.9953
-1.4617
0.4904
-1.4265
-0.529
-0.6432
0.2745
-0.0284
-0.5387
-1.3695
-0.1442
1.2694
-0.2204
0.3698
-1.0795
-1.4328
0.8063
-0.083
-0.809
-2.1303
0.9068
1.1452
0.2508
-1.2229
-0.5903
0.6374
0.6739
0.1898
0.2003
0.6208
-1.4237
0.8754
1.0878
1.4893
-1.1639
1.3875
0.6498
-0.8667
-0.114
-1.102
0.2807
0.0583
-0.0907
1.8186
0.879
-1.1618
1.4697
2.4589
-0.5364
3.1192
0.7169
2.462
2.0541
-2.1324
-1.6763
-0.8675
3.3077
0.5919
-0.2979
1.7097
0.4066
-0.6737
-0.4303
0.5326
-0.7554
1.2274
2.0174
-2.606
0.1256
-0.4343
2.2592
0.3209
-0.3429
3.3558
-0.2809
-0.5979
-0.1807
-0.8007
-1.0037
-0.0105
1.138
-1.0547
5.6198
0.1382
0.3418
-0.983
-0.7031
0.4298
-0.048
-0.6778
0.9415
-1.3097
0.6609
4.7169
-1.4744
-1.7334
-2.2997
1.5811
12.1414
0.187
0.608
0.7151
-2.2737
-2.2902
2.3601
-0.3838
2.2972
1.0176
2.3319
-0.0864
-0.3771
-0.0981
1.1054
-0.58
1.4476
0.7343
1.5885
-0.1823
-1.5447
-0.6626
-2.2237
0.8845
2.6036
0.568
-0.8653
1.1043
-0.7295
-1.3799
-1.9442
1.0318
0.5758
0.3026
-0.3684
2.8335
0.0241
-0.4139
-0.896
-0.4295
1.0929
1.4706
-0.2344
2.1591
1.1794
-1.6122
-0.8282
-1.3492
-1.1268
1.4252
-1.3887
4.8753
0.014
0.3895
1.1067
1.8094
0.2123
1.6215
0.7119
0.697
-0.4447
0.1259
0.9643
1.1576
-0.8184
-0.7187
-1.0259
-0.6702
3.9893
-0.7512
-1.7186
1.2663
1.906
1.7818
0.8605
0.3726
0.3713
-1.78
-0.7413
0.078
2.7666
-0.9341
-0.8792
-1.9602
0.3549
1.129
-0.6498
-1.7752
1.4881
1.0518
0.5206
1.1011
-0.8768
4.5412
2.2495
-1.6417
2.3857
2.2354
2.4987
1.6328
1.4607
-1.0364
-0.4414
0.3135
0.7995
-0.8753
2.5643
0.0721
-0.5171
0.9117
-0.1281
4.8686
-0.0366
-0.8328
0.7623
0.0095
0.5206
-0.1212
0.2908
-0.976
-0.7855
-0.7251
-1.0868
-1.8477
-0.4568
0.8409
-0.3276
-2.8711
-0.4966
-0.7785
-2.5166
-1.2783
-1.1091
-1.3825
-0.7101
-0.1791
-0.2243
0.0517
-0.2749
-1.8744
-1.1582
0.5055
0.3258
-1.7418
-0.7989
2.8585
-0.5011
-0.5735
-0.0093
-1.013
-1.2024
-2.1951
-1.9085
-0.4587
-0.8685
0.7075
-1.2834
-1.2328
1.5928
-0.7671
0.5472
1.244
0.1926
-0.0947
-0.4654
2.8384
2.0281
1.2886
-0.0397
-1.2322
-1.0563
-1.6288
-0.9336
1.0487
0.5501
-0.4714
-0.22
-0.6755
23.333333
1
660
52.43
MASTECTOMY
Breast Cancer
Breast Invasive Ductal Carcinoma
High
1
Her2
1
Positve
Negative
3
GAIN
Negative
Ductal/NST
1
Post
10
Right
22
6.32
IDC
Negative
1
ER+/HER2- High Prolif
160
1
Died of Disease
-0.9787
0.28
1.4163
-2.0792
0.3027
-0.6243
0.5656
0.1365
0.5729
-0.9676
-0.5425
1.3078
2.6424
-1.1237
-1.4904
0.6007
0.4293
0.2161
-1.0275
0.9495
0.3623
0.0158
-0.1967
-0.8108
-1.5561
1.5474
0.8334
-0.4632
0.5869
-0.8827
-1.1619
1.093
-0.52
-0.0779
0.7198
-1.517
0.7464
-1.1923
0.8591
1.2179
0.3313
0.9881
-1.0855
0.3398
-0.8413
-1.2599
0.2385
0.4285
-1.3731
0.5069
-0.7471
-0.5702
-0.8074
-1.6103
-0.6234
0.2782
-0.2269
1.2985
-0.8419
-0.6603
1.1109
-1.4619
-2.3081
-0.38
-1.9259
-0.3658
-0.2391
0.6966
-0.5621
2.3575
-1.6555
1.1956
1.4365
-0.9155
0.4132
1.2996
0.9548
-0.2146
-1.201
-0.3713
-1.4538
0.0416
1.4736
-0.2626
-0.2179
0.0545
-1.0576
-1.4114
0.1596
0.6026
-0.5922
-0.6792
0.2981
-0.5346
0.7716
0.4816
0.3945
1.9088
0.623
-0.9006
-1.7805
0.1146
0.5671
2.4153
0.2339
-0.2621
-0.7583
-1.1184
-0.0748
1.6727
0.8335
-1.7057
0.2607
0.2753
1.8292
-0.3022
-0.6149
-0.5829
0.4932
0.51
1.3451
0.4285
-1.6409
0.7333
0.428
0.3638
-0.6011
0.6846
0.6251
0.1835
1.0721
0.2424
-0.1675
-0.9207
-0.2941
-0.2902
0.5274
-0.0568
-0.6979
-0.3527
-0.6223
-0.5094
-0.0228
-0.526
0.2242
1.1493
1.3301
-0.4336
0.2988
-0.5871
-0.732
1.2841
-0.394
-0.5654
-0.3143
-0.5989
-0.2751
-0.8722
-0.1346
-0.8734
0.513
0.0491
0.3936
0.996
0.654
-0.0217
1.1735
-0.7914
-0.0629
3.2133
0.5028
-0.6628
-0.8037
-0.4346
-1.6775
2.4123
-0.1748
-1.639
0.1196
-0.6062
-2.1492
-0.3256
-0.3789
0.741
0.1258
0.2892
-0.3175
-0.7579
-0.4249
-0.5636
-1.3794
-0.1452
0.7672
2.4335
0.641
1.146
1.0436
-0.4362
-0.7427
-0.3021
-0.8244
0.7577
-0.5032
0.2001
-0.2338
0.6697
0.4993
0.2893
0.0368
-0.6302
3.5787
1.2423
0.1328
-0.1085
0.5863
-0.0347
-0.4222
0.6987
0.2722
-0.3091
1.3683
0.1456
1.1353
-0.07
-0.6328
0.8725
-2.0217
-1.0844
-0.9075
-0.6652
1.1607
-0.5707
-0.1383
0.0796
-0.1482
-0.9163
-0.4427
0.285
-0.8512
0.5808
0.2366
0.5948
1.819
-0.7
-0.1833
-0.1464
-0.8258
0.1138
0.5327
-1.5188
-0.1428
-1.0023
0.4653
0.0865
2.4013
-1.5784
-1.5234
-0.4726
0.8198
0.383
-0.9157
-1.1231
-0.6887
-0.3557
-1.241
4.3145
0.1618
-0.6203
-0.2796
-0.8453
-1.8934
-0.3414
0.5129
0.0166
-0.886
1.2871
-1.5897
0.9431
-0.0888
0.4711
-0.2435
-0.9956
0.646
0.7486
-2.6199
-0.7139
-0.7758
1.2823
-1.13
0.403
-1.1244
-0.7082
-0.002
1.2613
1.9056
-0.2137
-0.3619
0.3778
-0.3134
1.5813
0.7317
-0.5437
-1.115
1.8632
0.1167
0.4203
0.3247
0.8777
-0.5797
-0.3883
0.1073
-0.8602
-1.2257
2.4313
-0.8912
-0.3563
0.1111
0.525
0.6324
-1.3977
1.7441
-1.1855
-0.5601
-0.9362
-1.281
-1.4015
-0.1942
0.1868
-1.8364
-0.5653
-1.0498
0.6466
-0.0101
0.0764
1.3259
-0.7645
0.496
0.4794
-0.2201
-0.143
1.4196
0.5439
1.2726
2.3015
-0.65
-0.483
-0.1975
0.4823
1.9664
0.364
-0.0101
0.6114
-1.9382
0.8195
-1.0843
1.841
-0.3231
-0.5492
0.2018
-0.5903
0.3915
0.3529
-1.4751
1.3096
0.1472
0.8327
0.0159
0.4156
-0.185
-0.4255
-1.0293
-0.6205
0.6108
-1.606
0.7363
-1.1913
0.0803
-1.1029
1.701
0.4311
-0.3919
0.0155
-0.7343
-0.987
-1.2977
-0.3223
-1.1671
-0.9817
-0.5494
-0.7237
1.1571
-1.4607
-0.7168
-0.7167
0.5999
0.0861
-1.5913
1.18
-0.1979
0.3487
-0.8659
-0.6798
0.5039
0.4164
-1.3326
0.6987
0.1075
-1.0414
1.103
-1.3707
-1.5456
0.253
0.9005
-0.4233
0.6453
-0.192
-1.3525
-0.5153
0.6887
-0.7699
-0.0413
2.8862
0.0739
-0.2932
-1.5826
0.3779
-0.1555
-0.1688
0.2128
0.7836
2.4573
1.0474
2.1481
1.3868
0.8053
-0.4261
2.1476
-0.0841
0.6572
1.1383
2.1747
1.1735
0.8638
-0.1119
1.3948
-0.5762
1.4719
0.2391
0.6126
2.8151
0.7581
0.3481
1.6805
-0.208
-0.3972
1.8329
-1.1546
-0.6024
1.2983
-0.301
0.15
-0.1072
0.8198
-0.3491
0.017
1.5128
0.1119
0.5465
1.7186
-1.2773
-0.8203
-1.5052
1.3594
-0.5615
-0.6474
0.7639
0.1563
-0.0687
-1.1025
-0.165
0.9566
1.9541
-0.0698
-0.1905
-0.6464
0.407
-0.8099
0.3757
-0.254
18.933333
1
661
78.78
MASTECTOMY
Breast Cancer
Breast Invasive Ductal Carcinoma
High
0
LumA
1
Positve
Positive
2
GAIN
Negative
Ductal/NST
1
Post
7
Left
0
3.016
IDC
Positive
0
ER+/HER2- Low Prolif
8
1
Died of Disease
-0.7177
-1.0019
0.7212
1.0197
0.1546
-0.1201
0.1879
-0.0271
-0.4241
0.7706
0.6099
-1.3481
1.9048
-0.4302
-1.0171
-0.1885
-0.6887
0.2655
1.094
-0.9742
1.3857
-0.6262
0.2704
0.2479
-0.9642
-0.8032
-1.2215
-0.2615
-0.7135
1.0055
-1.0902
-1.2404
-0.9271
-0.8737
-0.8
-1.118
-1.1782
0.0259
-0.0728
-0.8876
-0.6422
-1.4653
-0.584
-0.0316
-0.901
-0.9874
-1.1258
0.7437
-0.3462
-1.7973
-1.3038
0.0156
-0.74
0.6964
1.0508
1.008
0.9251
-0.1325
-1.2349
2.2853
-0.5635
-0.3276
-1.3295
0.9355
-2.2326
1.5135
-0.6463
1.3065
-0.9513
1.1487
1.3646
-0.4711
0.1666
-0.1542
1.8499
-1.2205
1.5725
-0.8533
1.2579
0.8658
0.6118
0.4656
-0.1374
-0.8659
-0.3708
-1.1951
0.1201
-0.2844
0.662
0.3402
0.8001
0.1515
0.7832
1.1486
-0.2345
3.1657
-0.4225
-0.6027
-0.2124
-0.179
1.457
-0.1418
1.3821
-0.8198
0.4961
0.5546
0.4596
0.685
-0.3024
0.7665
-0.9782
-1.0053
-0.3158
-0.709
-0.4605
-1.0985
1.1866
-0.7718
-0.4536
-1.0004
-1.1011
1.5691
0.9956
-1.6377
0.4035
-0.5909
-0.5555
0.4134
0.4735
-0.309
-0.2095
-0.6452
0.586
1.6999
-0.7961
-0.5141
-1.3836
-0.4869
0.6861
0.0215
1.781
4.1732
-0.8118
0.7318
-0.5144
-0.9789
0.8541
-0.5052
-1.3862
-0.5683
-0.0774
-0.6894
-0.9269
0.0888
0.1647
-1.5779
-0.1721
0.574
1.0394
-1.7595
0.3468
-0.8779
-0.8933
0.0186
0.1557
-0.5494
0.6154
1.2163
0.2602
-0.2539
-1.0831
-1.3236
0.0022
-0.7605
0.2713
-0.6067
0.8642
0.1374
-0.3207
1.5967
-0.6815
1.0917
-0.9906
-0.9546
-0.0388
-0.452
0.0326
1.7949
1.6054
-0.1537
-0.0043
-0.4976
-0.9877
-1.1508
-0.1473
0.9442
0.5637
-1.1643
0.3269
-0.7969
1.3325
0.0058
1.0075
0.7574
-0.2206
0.1229
-1.3371
-0.6758
-0.7368
0.1665
-0.3836
-0.1179
1.3401
-0.9344
-0.8804
1.9712
-1.4047
-0.6509
2.2711
-1.3389
-1.2584
-0.6556
-1.5544
-1.0528
-0.1565
-1.3906
-0.0448
-0.8251
-0.1768
0.5917
-0.6219
-1.3842
-0.4157
1.8087
-0.7532
-1.2205
1.2711
0.7727
-1.2425
0.3093
-0.2213
0.3036
-0.1238
-0.2243
-1.8871
-1.6559
-0.8335
0.2078
0.0443
0.128
-0.526
-0.5745
-0.0772
1.1852
-0.1267
0.1285
0.7085
-0.6797
1.6096
-0.0536
0.1212
0.4086
-0.2857
0.1702
-0.6059
-0.6523
-0.5991
-0.6602
-0.4101
2.5072
0.9592
-0.1238
3.9139
1.2901
2.4257
-0.4501
1.5971
2.28
0.7395
-1.8481
1.1646
-1.2325
0.6132
-1.7991
1.6546
-0.8049
-0.5297
-0.0063
-0.5872
-1.2102
-0.3715
-0.2482
-0.41
-0.333
-0.5739
-1.2447
0.6392
-1.579
-0.8439
-0.9676
-0.0024
-0.3668
0.6727
-0.5422
-1.4969
1.1452
-0.1141
-0.3214
-0.8951
-0.4143
0.0365
0.1218
-0.1868
0.8138
-0.4259
-1.1287
0.2158
-0.6584
1.3189
0.9518
0.4169
0.3932
0.4418
0.377
1.48
0.6934
-0.0919
0.2307
-0.7247
-0.6681
0.4909
-0.6303
-0.5253
-2.2468
0.7621
0.5227
0.0968
-0.2646
-0.2207
1.1644
0.6615
-0.8534
0.4724
-0.9843
-0.5217
-0.7518
0.2582
-0.0618
-0.1649
-0.4268
0.7293
-1.1145
0.2173
-0.6818
-1.1133
1.4226
-0.5214
-0.9637
-1.6096
-1.1022
-0.5769
1.5997
-0.566
0.0876
-0.1313
-0.8399
1.7946
1.0589
-0.1543
-0.7385
0.5839
0.2711
-1.3445
-0.0155
1.9373
0.5736
-1.3349
-1.3136
-0.7293
-0.3945
-1.4987
0.1677
-0.6179
-0.3792
-0.547
-0.4812
-0.5853
1.3884
-2.0074
1.2654
-0.25
-0.2361
0.372
-1.0262
0.1591
-0.8396
0.9794
-0.886
-0.0942
-0.4029
0.9662
-1.0519
1.3474
-1.0826
0.4353
-1.2287
-1.1467
-0.3461
-1.2184
-0.3367
0.5652
0.3958
0.0751
-0.4288
-0.7562
-1.0298
0.1715
-0.8875
-0.2734
-0.9179
-0.7494
0.4801
-0.5011
-0.0728
-1.1739
0.4729
-1.3789
-0.6738
0.9954
-0.4719
-1.2573
1.4287
0.4825
-0.1697
0.2327
-0.4173
-0.7608
-0.0919
1.4078
-1.1221
0.5356
-0.8428
-0.7531
-0.2681
-1.275
0.5563
-0.5837
-0.3292
0.1174
-0.2968
-0.1445
-0.774
-1.0229
-0.095
3.1313
-0.6284
2.8501
0.5261
-0.5944
0.4961
1.9436
-0.0506
-1.9929
-0.4663
-0.5551
-0.7767
1.1509
0.4299
0.1045
-0.8907
0.2166
0.5145
-0.0436
0.3989
1.0316
0.3705
0.5932
-2.2079
-1.0898
-1.3688
-0.6318
-0.8241
0.1609
0.8944
1.6588
-0.3321
0.2615
-0.2097
0.1709
20
1
662
50.94
BREAST CONSERVING
Breast Cancer
Breast Invasive Ductal Carcinoma
High
0
Normal
1
Positve
Positive
3
GAIN
Positive
Ductal/NST
1
Post
5
Left
0
4.028
IDC
Positive
1
HER2+
14
1
Died of Disease
-0.768
0.7863
-1.6862
-0.8257
1.1081
-0.2933
0.0424
1.0137
0.1169
0.2537
-0.8188
-0.2914
-0.1853
-0.7675
-0.4779
-0.8443
-1.2701
-0.8161
-0.2788
-0.158
0.6408
0.5085
-0.6516
1.1016
-0.2839
-0.2041
0.351
-0.8722
-0.7647
-0.0527
-0.8492
0.5862
0.5001
0.0813
0.8604
0.1334
-0.1031
-0.6801
-0.5935
-0.5899
-0.0039
-0.1503
0.0806
-0.3476
-0.7744
-0.0764
0.7173
0.9115
-0.0109
1.4652
1.4015
0.9377
-0.6221
-0.4992
-0.7375
0.1778
1.2482
2.2251
-1.0674
-0.0718
-0.7699
-1.0452
-0.546
1.0296
0.6225
1.0294
0.0832
0.277
-0.1861
0.0809
-0.6154
1.3215
-0.291
0.2497
-0.7611
-0.4244
-0.5148
-0.8417
0.0853
-1.171
0.2281
-0.1995
0.9464
-0.2995
1.7287
-0.1663
-1.0727
-0.6685
0.1325
1.0831
-0.7968
-0.2616
-0.2497
-1.306
0.9176
0.1749
1.0476
-0.4785
0.3435
-1.3158
0.9845
-1.7882
0.3465
-0.2942
-0.2815
-1.7759
0.5241
0.1659
0.5239
0.5117
-0.8827
-1.2062
0.4987
1.0557
-0.6635
-0.3616
-0.6251
0.4283
0.9672
2.1035
-0.1235
0.5471
-0.9419
-1.516
0.7922
0.8317
-0.4109
-0.9815
-0.3829
-0.1208
-0.6605
0.2782
0.8032
-0.9838
-1.0974
-1.5606
0.1739
-0.66
0.9027
0.4983
1.9101
0.6065
0.2415
1.2232
0.8811
0.6881
1.8449
0.5465
-0.318
0.0902
0.0213
0.7318
-0.5987
-0.7906
-0.6373
-0.4164
1.7541
-0.0044
0.1838
1.2458
1.355
0.269
1.5106
-0.1721
-0.2505
1.4118
0.377
0.2628
0.2305
0.1562
0.0267
1.1893
0.0142
-0.2648
-0.292
-0.8931
-1.2353
-1.9209
0.144
0.4778
-0.3573
-1.4476
0.1879
-0.027
0.9836
-0.804
0.9426
-0.6911
-0.0619
0.0323
0.8334
1.4145
0.2165
0.1757
-0.2391
1.0075
-0.8007
-0.0178
-0.0547
0.0812
0.4848
0.854
-1.4381
-0.789
-0.5301
5.2818
0.9948
0.2403
0.6106
-0.3289
-0.4579
-0.9472
0.9943
-0.5654
1.0703
-0.7344
0.2733
-0.7028
-0.0454
0.5789
-1.3106
0.3751
0.6339
1.4317
1.4032
-0.5331
0.6075
1.087
-1.004
-0.2047
-1.2337
0.528
0.6504
1.0179
0.8799
-0.8997
-0.5094
0.6566
1.8567
0.2375
0.1088
0.0547
0.0677
-0.3106
0.2096
0.2111
-0.6046
-1.0835
0.163
-0.8109
0.9495
-1.4499
0.0218
0.2723
-0.8542
-0.7424
0.1006
-1.0431
-0.1025
1.3845
-0.4089
-0.7862
0.4688
-1.4399
-1.0825
1.9597
0.4349
-2.1357
0.2452
-0.9759
-0.1038
0.0668
0.1475
0.198
-0.4049
1.2905
-1.2943
0.6603
0.4248
0.6018
0.3569
0.3052
-1.081
-0.4206
0.6062
1.036
0.3159
0.2996
0.6705
-0.2447
0.3454
-0.3929
1.1128
-1.0804
-1.9914
0.2464
-0.8385
-0.6031
-0.6842
3.5975
0.1712
1.242
-1.1541
-0.7263
0.104
-0.5371
-0.2725
-0.8146
0.4367
0.4292
-0.0697
-0.0212
0.3859
-1.853
-1.1207
0.2077
-0.0433
0.2799
0.4154
-0.4094
0.0509
1.1207
-0.0981
1.7352
-0.3245
-0.6254
0.3999
0.8932
-1.0473
0.8173
-1.7923
0.9549
1.7997
0.4388
0.8469
0.0652
1.0872
0.7482
-0.6646
-0.8012
-0.0839
1.0353
0.585
-0.1441
-0.3662
-0.1185
-0.3496
-1.3479
-0.5766
-0.1649
0.3606
1.9555
1.0362
-0.213
-1.657
0.3759
0.7583
1.0084
-0.0202
0.9437
-0.2961
-0.8162
-1.4819
-0.6438
-0.1427
1.507
0.3828
0.5985
0.4808
-0.5776
2.1716
1.7703
-0.385
-1.7151
-0.0714
-0.8717
0.45
-0.0755
0.102
-0.6245
-0.9339
-0.4348
0.3754
-1.4815
-1.2791
-1.175
0.9343
-0.3206
0.2457
-0.7262
-0.3159
-0.4244
-0.0878
0.2497
0.7294
0.0387
-2.0149
0.3534
-0.359
-0.7033
1.2132
0.0556
1.5973
-1.0388
0.1522
-0.4884
0.186
-1.4374
-1.1936
-0.6452
-0.3727
0.2192
0.4143
-0.7488
-0.1783
0.6938
1.6833
-0.6793
-0.7618
0.2522
-0.3678
-0.5873
-0.0221
-0.3365
0.1937
1.0794
1.6558
-0.5269
-0.3099
0.4807
0.3357
-0.1966
-0.0366
-0.9054
0.8563
-0.3206
0.2848
-0.486
0.5797
-0.2349
-0.4465
0.3874
-1.0594
1.052
0.2024
-0.576
-0.258
0.0441
0.3294
1.9211
0.2915
0.1493
0.8787
-0.9051
-0.9331
0.9671
-0.5254
-0.8165
0.7527
-1.473
-0.8626
1.4586
0.0395
-0.8678
-0.7633
-0.1044
0.8629
-0.4657
-0.3441
-0.1868
0.9067
0.4147
-0.66
-0.8584
-0.6458
-1.3959
-0.3751
0.8154
-0.9806
1.05
-0.735
-0.7096
0.3014
0.9299
0.7043
0.337
-0.6254
0.2692
-0.1872
69.8
1
663
57.76
null
Breast Cancer
Breast Invasive Ductal Carcinoma
High
1
Her2
1
Negative
Negative
3
GAIN
Positive
Ductal/NST
0
Post
5
Left
0
4.032
IDC
Negative
0
HER2+
16
1
Living
-0.0544
-1.3838
-0.6838
-1.0279
-1.7021
0.6071
1.5306
0.6457
1.2253
-0.5185
0.3362
0.1802
1.5072
0.2407
0.8415
-0.1902
1.6231
0.3481
-0.8046
-0.6523
-0.275
-0.5524
0.9144
-0.357
0.255
0.8928
0.3167
1.1588
0.8821
-0.5959
0.2215
0.285
-0.7464
-0.1755
0.5542
-0.0874
-0.8534
-0.6518
-1.2927
0.3946
-0.6716
1.1159
-0.5195
0.291
-0.6287
2.104
-0.8503
0.8064
-0.8395
-0.2353
-0.7775
0.4025
-0.8758
-1.7582
0.3527
-0.6667
1.1041
0.8568
-0.5874
-1.264
3.4732
0.1037
-0.4899
0.306
0.8463
0.6338
-0.445
0.3429
-0.027
1.3324
-1.0775
1.2925
1.2346
-0.8144
-0.724
-0.0931
0.8392
0.4605
-0.4613
-0.9499
-1.1773
-0.7176
0.1527
0.2059
-0.1164
0.7514
-0.6762
-0.4031
-0.673
-0.7789
0.5758
-0.6512
-0.7132
1.1146
2.2772
0.4896
-1.6473
-0.7879
0.8401
-1.4092
-1.1591
0.9375
-0.1521
1.3186
1.1752
0.2119
-0.053
-1.0772
2.0897
0.6933
1.8163
1.6517
-0.1429
-1.1605
1.4023
0.0251
-0.1984
0.394
-1.0531
0.0974
0.895
-1.8922
-2.0277
1.5155
0.2874
0.886
-0.1036
1.0848
-0.2139
0.215
1.2561
0.5921
0.3662
-0.8294
0.2719
0.1834
3.4138
0.7482
1.114
-0.4574
1.9539
0.6575
1.0951
-0.4608
0.1418
3.3009
2.9106
-0.2678
-0.4996
-0.3602
-0.8628
1.4233
1.5589
0.0516
1.2143
-0.9788
2.1973
-0.0719
-0.7024
-0.6548
-0.0182
-0.2044
-0.7545
1.0566
1.3805
-0.1811
-0.1507
-1.0186
-1.1163
0.4792
1.8114
-0.3653
0.5862
0.1408
-1.6613
0.6483
1.5181
0.3639
2.2609
-0.0998
0.6858
-0.7713
-0.7623
1.7142
0.5968
-1.3718
0.5767
-0.4513
-1.4012
-0.6587
-0.1827
-1.7565
0.0562
0.6294
0.3375
-0.1138
-0.0502
-0.8078
-0.2549
-0.3075
-0.6474
1.26
-0.3321
-1.2126
1.7377
-0.6964
0.1266
-0.2603
1.7498
-0.4763
1.3194
1.0786
1.4598
-0.2277
-0.2016
0.8719
0.7048
-0.7361
-0.9806
-0.5772
0.0558
-0.1314
0.3696
0.2656
0.8771
0.7868
-0.5049
0.0044
-1.1412
-0.152
0.886
0.4413
-0.5095
0.3964
-0.7735
-0.8735
-0.4362
0.4447
-0.5911
-0.7548
-0.586
0.2407
-0.4766
-0.9793
0.3299
0.4631
1.742
0.3662
-0.4775
0.0411
-0.8568
0.683
-0.3429
-0.1468
1.8675
-1.3761
-0.8992
-0.5212
-0.8192
-0.9573
-0.9748
0.0337
-0.397
0.1379
0.4922
-0.5063
-0.8853
-0.3709
1.2311
-0.5925
-0.481
-1.1385
0.5866
0.3414
-1.8465
0.3225
0.3776
0.584
0.66
1.5872
-1.3702
-0.5911
1.5745
1.3503
0.4151
-0.2528
-0.2804
0.6884
-0.3239
-1.4334
-0.483
-1.1406
1.5574
1.0722
2.6834
-0.6265
0.0628
-0.3111
0.0183
0.1225
-0.0651
0.532
-0.4259
1.6467
-0.1624
0.4325
-0.0959
0.6581
-0.1391
-0.4341
-0.6054
0.2701
-0.8294
0.588
-0.0259
-0.6408
0.7335
0.6567
1.6373
0.3644
1.1465
-2.3884
-0.156
0.4874
-0.528
-0.0143
0.6279
0.8302
-1.3749
-1.5252
-0.1478
-0.0042
-0.4927
0.1536
0.5828
-0.4583
1.0521
1.9401
-1.0452
0.9182
0.7245
1.1408
1.7927
0.6959
-1.044
-0.2776
-0.9337
0.1214
-0.4178
-0.4716
0.1205
1.0921
0.1156
1.9207
0.4905
-0.7765
-0.5038
-0.2191
-0.5397
-0.295
0.0205
1.115
-0.9805
0.2853
-0.3299
0.7976
-0.7769
-0.0597
0.0363
0.5751
-0.4806
-0.8009
-0.7569
-0.5205
0.5986
0.1606
0.0433
-0.2656
0.1606
-1.1908
1.2071
-0.5099
-0.5217
0.2718
0.0245
-1.4252
-1.1921
-1.1421
1.1214
0.6279
0.5222
0.2896
0.0527
0.0802
0.8685
0.5572
-0.5486
-0.1431
1.6089
-0.7423
0.2641
-1.3798
0.1002
-0.2902
-1.2029
0.568
-0.3858
0.4008
1.6518
-0.1382
-0.3263
0.3865
-0.3472
0.531
0.551
0.3713
1.4948
-0.5296
-0.6682
-0.0846
0.4477
1.2509
0.6938
-1.2748
0.7446
-1.1857
-0.2614
0.7296
-0.1285
1.7585
2.7144
1.8851
2.5156
2.0111
0.5192
0.1836
-0.1906
-0.4423
0.3811
-1.3959
0.7545
0.2104
1.8158
-0.6415
0.4199
-0.1898
0.7652
6.927
-0.1331
2.2517
-1.0607
0.7664
0.9719
-1.281
-0.9846
2.4385
0.8023
-1.1776
-0.2436
-0.2967
0.343
1.1469
1.2858
-0.6692
-0.619
1.4767
0.9922
0.7061
1.1703
0.4415
-0.6415
0.5345
-0.9542
-0.7839
-0.8176
0.2649
-0.4735
-0.764
0.5623
1.683
2.3973
2.8274
1.2294
-1.0475
-0.8716
-1.0901
-0.3892
0.2845
2.641
55.366667
0
664
78.27
MASTECTOMY
Breast Cancer
Breast Invasive Ductal Carcinoma
High
1
Basal
1
Negative
Negative
3
NEUTRAL
Negative
Ductal/NST
0
Post
10
Left
10
6.168
IDC
Negative
1
ER-/HER2-
84
3
Died of Disease
2.1512
0.7924
1.8919
-2.6101
-0.5709
0.0967
-0.6136
0.6854
-1.4682
0.0425
-0.5082
1.3776
-0.2028
0.3688
0.3735
-0.7701
0.076
-0.4698
0.8181
-0.5853
-0.502
3.928
-2.1914
-0.1611
-0.7207
1.3896
2.2465
2.4079
0.4684
-2.2263
0.6748
1.8856
-2.2205
3.7749
0.9476
0.6088
-0.5838
-0.1593
-1.3667
2.875
2.4749
-0.3165
-1.0278
-1.0718
2.5172
3.0579
0.2761
-0.2209
0.5694
1.4774
1.241
0.8555
-0.0221
-1.2635
0.6275
-1.0528
-0.0826
1.5024
0.095
-0.8891
-0.6273
0.6567
-1.5514
-1.4441
-0.8175
-0.1916
1.0152
0.115
-1.3715
1.1065
-0.588
-0.6229
0.3747
0.902
1.1436
1.9088
-0.7323
-2.2856
-1.8095
-0.7911
-1.8811
1.0089
1.465
-2.1044
-0.0088
1.3672
-0.2546
-1.3639
0.262
1.8886
1.5574
-0.2234
-1.8849
-4.8739
0.5276
-0.3909
-1.5376
1.6672
1.1951
0.9623
0.5531
-0.9069
1.6101
-0.8376
0.6592
0.9784
-1.3851
1.6085
-0.1447
-0.0565
0.2643
-1.0552
-0.3475
-0.6538
0.4492
1.2455
-0.3264
2.0256
-0.3252
1.3973
1.6946
-0.88
-1.4931
-1.3548
0.1141
0.279
-0.1043
-0.1258
-1.5536
-0.379
0.0041
-0.2414
-0.2471
-0.8753
-0.6768
-0.6114
-0.9148
-0.8792
-0.7434
-0.5356
0.4585
-0.1657
1.7563
1.0134
0.9583
1.4577
-1.928
-0.5138
-1.8422
-0.509
0.6311
-0.6581
0.448
-0.4329
0.1767
0.6178
-0.9421
-1.0375
-0.0611
0.91
-0.6765
-1.012
1.9436
-1.788
0.0028
-0.9092
0.1787
0.0339
-0.7956
1.1241
0.2382
1.559
0.3662
-1.0527
-0.8815
0.0586
-0.5307
0.8098
-1.1898
0.8205
1.237
-0.9311
1.4337
-1.0163
0.7353
0.0903
-0.9682
-1.1672
-0.3047
-1.026
-0.9592
0.2884
0.0545
0.869
0.5274
1.479
-1.1601
0.1743
0.2379
1.0012
-1.1109
0.0369
0.5594
-1.2049
0.4962
-0.5397
-0.284
2.2231
-0.4899
0.1677
1.0721
-1.7451
-0.2908
0.3291
-1.4309
0.4368
0.2018
-0.8921
1.2514
-0.1548
0.6362
-1.246
-1.1248
2.4228
1.5337
0.7227
0.179
1.2822
-0.4773
-0.7316
-0.4515
-0.7945
-2.0735
-0.6675
2.6484
1.9632
-2.7262
0.2607
-0.2818
-0.1419
0.3268
0.2314
2.4139
-0.2468
1.0187
0.2767
0.2061
-0.0649
1.1199
-1.6562
-0.5836
0.2664
0.6649
-1.5811
-0.5358
-1.4209
-0.1796
0.0665
0.3265
-1.7762
0.6185
-0.83
0.1326
0.1411
0.1629
0.6362
-2.7429
0.5739
-1.0955
0.0372
-1.0465
-1.1219
1.309
-1.4934
2.7198
0.8255
0.928
0.5752
-0.1345
0.1325
-1.8507
0.4023
-0.8444
-2.0397
-0.6684
2.0739
-1.238
-0.2149
-0.4436
-1.1371
-1.4161
0.0163
-0.1128
-0.8012
0.9506
-0.5273
-0.9219
0.8817
0.8398
-0.3303
3.4435
1.5049
-1.6003
0.0376
0.9381
-1.0734
-0.1647
0.3539
-0.7098
-1.2498
2.556
0.5203
-0.1764
-0.23
-2.9727
-0.3124
-0.9921
0.9352
0.2212
-0.4151
0.3954
0.2784
2.0035
-1.0417
-0.2434
-1.7412
-0.9641
1.2356
-1.1238
0.4322
1.1558
-1.2026
-0.5461
-1.2945
-0.9523
-1.0481
0.1903
2.3305
0.5835
-1.1287
-0.3162
0.7151
2.1881
0.3518
-0.8488
-2.1405
3.1801
0.9747
0.0506
0.4867
-0.8858
0.26
-0.3928
1.4343
2.0707
-1.3022
-0.0659
0.1922
-1.2817
0.9645
-3.5583
0.1141
-0.194
-1.5444
0.3883
-1.0418
5.0251
1.248
3.924
4.4387
0.3888
-0.7413
0.0575
-2.2046
0.7895
-1.1795
-1.2077
0.0757
1.6547
-0.4182
1.5062
0.4598
-1.1776
0.0563
0.1262
-0.7083
0.5973
0.4089
1.1929
-0.0397
0.6203
-0.0394
-0.6123
-0.3703
-1.9951
-0.2331
-0.7487
0.0314
-0.3702
0.2326
-0.725
0.2252
0.4377
-0.3697
-0.074
-1.5417
1.152
-1.1078
0.889
-0.7247
-1.2471
2.5688
0.6218
-0.0862
-1.0327
-0.3989
-0.276
1.4405
0.4316
-0.7541
-0.9569
-1.0154
1.3872
1.8637
-0.7106
-3.3926
-1.0683
0.058
-1.158
-0.0259
-1.2825
-0.7723
-0.4148
-0.2261
-1.9172
-0.5857
0.9934
1.2224
-2.1309
-0.3627
0.0506
1.814
-0.9659
-1.1182
0.2456
-0.893
1.1056
0.1081
0.2
-1.0827
0.5352
-0.7619
0.139
0.2848
-0.2821
2.2894
-0.5504
-1.5344
0.6367
-0.3136
-1.5291
-0.6201
1.2228
-0.9491
-1.5644
3.5312
-0.1046
-1.1216
-0.454
1.4273
-1.3911
-1.4564
0.1706
0.6487
-0.8339
-0.3552
0.2397
1.3597
0.3783
0.0389
-0.1685
-0.4231
-0.5812
-0.0785
-0.1002
1.2944
-0.5427
-0.2509
-0.1612
11.066667
1
666
61.31
BREAST CONSERVING
Breast Cancer
Breast Invasive Ductal Carcinoma
High
1
LumA
1
Positve
Positive
3
NEUTRAL
Negative
Ductal/NST
1
Post
9
Right
9
6.05
IDC
Positive
1
ER+/HER2- High Prolif
25
2
Died of Disease
-0.8666
-0.6806
-0.0957
-1.848
-1.3282
0.062
0.8246
1.916
0.4807
-1.0431
-0.9557
0.4522
0.0224
0.3708
1.6925
0.4413
0.159
-0.7643
-1.1538
-0.1792
0.3235
0.4015
-0.2447
0.1984
0.5116
0.5794
0.3748
-0.4383
-1.1027
-1.2315
0.2352
0.7426
-0.5988
0.2
-0.5914
1.3503
-1.2667
-0.2617
-1.7076
0.2221
1.2386
1.2943
1.1669
0.8783
-0.8554
-0.3634
0.4844
0.52
-1.1194
1.0923
1.0811
-0.1059
0.1128
-0.5729
-0.4549
0.2138
0.9044
-0.7836
0.4645
0.6138
1.6354
-0.0746
-0.9787
1.3544
-0.1712
0.2368
-0.4078
-0.8763
-0.4623
1.2429
-1.3487
1.3329
0.7448
-0.3376
1.8075
1.2156
1.1922
-0.2174
0.0891
-0.1731
-0.721
-0.3289
-0.0267
-1.6406
0.6887
-0.8225
-1.1734
-1.133
-0.8784
-0.4752
-1.3041
0.5549
0.1202
-1.2172
-0.0205
-0.875
0.144
0.5007
-1.0272
-2.4954
0.1451
-0.7797
-1.0296
-0.1486
-0.1927
0.9609
-0.5374
-0.7639
-0.9847
-0.2916
0.1967
-0.9043
-0.2346
-1.0394
-0.849
0.8041
-0.934
0.1702
0.9125
-1.0131
-0.2028
-1.5249
0.201
0.4919
0.1843
-1.4522
-0.3209
0.1806
-0.2003
1.0325
-0.7527
-0.4213
-0.8689
-0.1339
0.2575
0.8122
0.8397
0.0984
0.1923
0.7782
1.0535
0.9412
1.0193
-0.4161
-0.6181
-0.9321
-0.504
0.2394
-1.11
-0.9065
-0.7368
-0.2297
-0.8804
0.6499
0.6281
-0.6861
-0.2562
0.9885
0.7509
-0.3528
0.0736
-0.5881
2.3332
-0.3248
-0.63
-1.1862
1.4105
-0.6517
1.3915
1.1842
0.5705
1.2393
-2.1281
-0.4286
-0.6461
0.2849
0.8477
-1.3291
-0.5213
0.0659
0.4873
0.7666
1.4883
1.236
1.7065
-1.0547
0.4517
-1.1599
0.4581
1.1508
-1.7496
0.0931
-0.5001
0.1086
-0.3289
-0.5351
-0.6227
-0.0766
0.8398
-0.1742
-0.6231
-1.0711
-2.086
-0.23
-0.535
-0.5528
0.0648
-0.5073
0.3108
-0.7791
-0.6654
-1.6307
-0.1037
-0.2531
-0.434
0.3064
-1.3118
-0.3073
-0.1144
-0.3232
0.31
-1.0736
-0.7494
0.3713
-0.6757
-0.2709
-1.054
-0.7666
1.1805
-1.1534
-1.0548
-0.7505
-0.4099
1.3012
0.1245
-0.1018
-0.5376
0.9625
-0.0867
1.8165
1.7626
-0.4602
-0.7747
-1.3896
1.0925
0.1783
-0.8328
-1.4613
0.3708
-0.8817
0.935
-0.6721
1.4186
-0.7167
-0.3599
0.0376
-1.4735
-0.023
-0.3751
-0.8221
-0.5163
-1.0954
-0.314
-0.1575
0.8694
-0.5457
-0.2684
0.3394
-0.7066
-1.4482
1.2796
0.5948
0.5914
-1.3955
-1.112
0.8391
-1.8446
0.0883
1.6898
-0.2344
0.0013
0.3111
-0.2253
-0.1668
-1.398
-0.6527
-0.9684
0.4692
0.5124
0.8181
-0.2755
-0.4146
-0.0766
-0.1048
-0.3768
1.2374
0.9849
0.3424
-0.295
1.7746
-0.1453
-0.283
-0.257
0.1273
-0.9895
0.8659
0.0162
-0.4138
0.1425
-0.5647
1.025
-0.0307
-0.4231
-1.108
-2.0456
-1.8294
1
-0.2287
0.2137
0.0702
0.2577
-0.3902
-0.8536
-0.3395
-0.4994
0.6962
-0.6987
0.5086
0.1284
0.3985
-1.181
-0.3467
-0.5642
-0.6817
-0.4759
1.2389
1.155
-0.2301
-0.7627
-0.3248
1.514
-2.4084
-0.34
-0.7083
-0.7342
-0.3972
-0.5157
0.2999
1.0736
-1.2543
-0.7622
0.3387
-1.1513
-0.8539
1.0905
0.4692
-0.4072
-0.652
-0.3127
-0.8059
1.4587
-0.5381
-1.0315
-1.7855
-0.0216
0.7731
0.2379
-0.3042
0.976
-0.5833
-0.8229
-1.0895
0.9507
-0.6737
1.8394
0.4458
-0.6644
0.11
-0.7105
-0.4916
0.2541
0.4927
-0.7377
0.5608
0.7532
0.5818
0.8614
-0.4079
-0.2533
-1.0809
-0.7501
-0.1466
-0.6625
-0.2651
-0.5669
-1.7103
0.1644
0.1636
0.6584
0.318
-1.287
-0.3293
0.4747
0.4919
-0.2204
0.0832
-0.3854
-1.4894
0.4847
0.6869
0.1378
-0.2679
-0.7202
-0.7112
-0.5133
0.3849
0.0748
0.0287
-0.1228
1.8689
-1.0803
-1.009
-0.4422
1.5482
-0.6046
1.0636
-0.5897
0.4539
-1.1327
0.6152
3.56
2.005
3.7522
0.9665
1.0872
-0.5517
0.3084
-0.7423
1.5761
-1.0736
0.5298
-1.7108
-1.0167
-0.3306
0.6225
-0.5117
-0.5702
-0.3952
-1.3614
0.286
1.0424
-0.4761
0.5071
-0.9056
-0.8958
-0.0989
0.3203
1.1068
0.0514
2.9746
-0.4141
-0.4601
0.4593
-0.4485
-1.0258
-0.0992
0.9816
0.6142
-0.5552
0.3919
-0.9205
0.0416
-1.4462
-0.6841
0.2354
-1.746
0.053
0.4331
-1.1449
0.2753
0.5491
1.4414
-0.1328
-0.4333
0.5213
1.1404
0.0463
-1.0326
0.5514
24.333333
1
869
58.83
BREAST CONSERVING
Breast Cancer
Breast Invasive Ductal Carcinoma
High
1
Basal
1
Negative
Negative
3
NEUTRAL
Negative
Ductal/NST
1
Post
10
Right
0
4.058
IDC
Negative
1
ER-/HER2-
29
2
Died of Other Causes
-2.3356
0.1307
-0.405
-2.5537
-1.373
0.1436
1.048
0.8478
-0.6977
-0.3541
0.2941
0.5974
-0.6991
3.2715
2.9544
0.3562
1.524
0.0544
0.0093
-0.704
-2.0141
0.0521
0.9147
-0.4284
2.1082
1.4414
2.7891
0.2052
2.1995
-1.4139
0.2096
1.2041
-0.9848
2.439
-0.5052
0.6429
0.9721
0.4141
-0.8009
0.6274
2.292
1.8737
0.7649
-0.7324
1.5294
0.7757
0.1034
0.068
-0.8745
1.1559
-0.6345
0.5301
-0.3841
-0.4244
-1.2985
-1.5704
0.1956
3.3409
2.1379
-1.1077
-0.138
0.0391
-0.3838
-1.0464
1.0593
0.8673
1.0347
-0.8927
0.1534
0.427
-1.0228
-0.6935
-0.15
-0.1154
0.7002
0.9997
0.476
-0.731
-0.956
-1.6333
-0.471
0.1502
1.3452
-1.83
2.1806
0.9386
-0.0003
-0.9021
0.9551
1.3592
1.5044
-0.1898
-0.5702
-0.8252
-0.0264
-0.3514
0.288
-0.3115
0.4026
-0.5743
1.7055
0.0412
-0.1538
-0.7848
-0.1907
1.2981
-0.9983
-0.7082
0.2252
-2.1004
1.2183
0.3356
-0.0333
-0.2021
-0.7748
0.0416
1.5918
-0.8231
-0.1293
0.8246
2.5793
-0.3045
-2.4304
-2.4815
0.3036
0.5375
1.3653
-0.7947
-1.4267
1.2969
-0.0774
1.676
-0.4687
-0.9044
-0.786
1.4636
-1.7249
0.5312
0.6992
-2.0271
-0.5704
-0.9748
2.4375
-1.8946
-0.0295
3.2521
-0.2632
0.0412
-1.19
-0.1246
-0.331
0.733
1.9395
-0.3574
0.808
-0.7465
-1.0551
-1.2942
-0.2662
1.0065
-0.2217
-0.1255
1.7851
-0.0196
0.1203
-0.9587
0.2242
-0.7561
1.5564
1.2297
0.7794
2.3781
1.5956
-0.5737
-1.3068
-0.1376
1.0223
-0.6829
-0.3717
0.591
-0.0537
0.6534
-0.9007
1.4326
1.1423
-0.9341
0.3118
0.0639
-1.0191
-1.0361
-1.1669
-0.3193
1.2614
0.0353
-0.2268
0.4863
-0.7095
0.8913
0.1735
1.4489
-0.6097
0.5337
2.3974
-0.5568
5.7274
-0.5531
0.758
3.6345
-0.5696
0.16
-0.9952
-0.5994
1.6954
0.173
-0.3797
-0.4819
-1.3618
-0.1704
0.3438
0.3283
-0.4489
-0.5148
1.1493
1.9368
0.9534
-1.5606
-0.9273
0.3505
1.352
1.3662
1.5316
0.8976
-0.1636
0.2161
2.7328
1.3736
-2.1488
-2.113
1.0099
2.3988
0.3683
0.895
2.3857
0.9333
0.7708
-1.7715
-0.617
-1.1088
-1.2655
-0.9089
1.0698
0.8631
1.116
-0.6258
-1.4808
0.4351
1.8051
0.4898
1.814
-0.1206
-1.3826
0.8704
0.0862
-0.4446
1.772
-0.425
-2.0741
-0.3874
-0.6182
-1.298
-1.5402
-1.8935
3.3027
1.0224
-0.3031
-0.4533
-0.6943
-0.7131
-0.9855
1.164
-1.4436
1.2803
-0.6508
0.1158
0.7912
-0.3458
-0.0775
1.1576
-1.027
-1.2658
-0.4653
-0.0498
-0.639
0.0451
0.6063
-0.7652
-0.6128
0.1044
0.5712
0.6229
3.8147
0.9067
-1.6658
-1.3705
-0.239
0.2921
-0.1901
-0.4581
-0.5282
-1.275
2.1397
2.9374
0.4664
-0.1422
-0.7654
0.8685
1.5772
0.378
0.4441
-0.4392
0.1034
-0.6128
-0.1738
-0.8837
-0.8673
0.6428
-0.9231
0.5387
-0.2334
-0.3323
0.1718
-0.0006
3.5969
-0.3694
0.4722
-0.8087
-1.5835
0.4914
0.8587
-0.2687
-0.1476
-0.5256
0.3308
1.6236
-0.7334
-1.9482
4.0698
-2.1283
0.7897
1.3319
0.3134
-1.5082
-0.8226
-0.2938
1.9938
-1.0349
-0.8423
5.098
0.5713
1.4702
-1.5259
-0.9698
-0.1703
0.2472
0.2371
-1.2304
0.7281
-0.0209
0.3694
0.9093
-0.5156
0.761
-1.3101
0.4799
0.2555
-1.4846
-0.8571
-0.2591
1.9545
-0.3903
0.2059
0.1229
-0.0771
-1.6166
1.8703
0.0989
-0.2568
0.2204
1.3354
0.003
-0.6205
0.4798
0.0276
2.1367
-0.1703
-0.6344
-1.6987
0.4206
0.6426
-0.312
-0.0329
0.6603
1.0258
-0.2056
0.4499
0.7165
0.4058
2.149
-0.9042
0.2302
-1.8533
-1.3013
0.9426
-0.5273
-1.405
-0.4244
1.6621
2.1826
0.1581
0.9657
-0.1512
-1.5109
3.7008
1.7456
1.5036
-1.0018
0.2945
1.0563
0.4588
-0.1108
0.4107
-0.479
0.3914
0.404
-1.8166
-0.115
1.923
-0.3024
-2.1767
-0.6497
0.6696
0.5295
-1.1306
-1.4446
-1.6196
-0.8623
-0.7037
0.2513
0.085
-0.2108
1.9662
-1.2567
1.5055
-0.9979
-0.2594
0.39
0.6564
-1.4909
-1.1588
0.1497
-1.6627
-0.159
1.5338
-0.6127
-2.068
3.5157
-0.0478
-2.3673
-0.5056
1.1597
0.0906
-1.5459
-0.7697
-0.8402
-1.1073
-0.1609
-0.5124
1.4006
-0.8763
0.0077
-0.141
-0.6373
0.1352
-1.2183
0.2366
0.5128
-0.7036
-0.7519
-1.028
112.4
1
872
82.34
MASTECTOMY
Breast Cancer
Breast Invasive Ductal Carcinoma
null
0
Normal
1
Positve
Positive
2
NEUTRAL
Negative
Ductal/NST
1
Post
7
Right
1
4.028
IDC
Positive
1
ER+/HER2- Low Prolif
14
2
Died of Other Causes
-0.0921
0.3272
0.6006
-0.0266
-0.1526
0.1514
0.9875
-0.5335
-0.8313
-0.7273
0.218
-1.1713
0.7092
0.1006
-0.6992
0.8166
1.3247
-0.0784
-0.8695
0.2042
-0.7599
-0.6215
-0.9598
-0.2345
-0.763
-1.2078
-0.6841
-0.2842
-0.6007
-0.559
-0.256
-0.6956
0.4837
-0.4177
-0.8873
0.2993
1.2961
0.4353
-1.5158
-0.8323
-0.612
-0.6296
1.0057
-0.218
-1.0368
-1.0903
-0.3942
0.4534
-0.8389
-0.6215
-0.867
0.6278
0.7751
0.7408
0.859
-0.8375
0.0003
-0.843
0.9005
0.3464
-0.5239
0.6237
0.5572
0.9699
0.8309
0.0753
-0.0469
0.3337
0.6004
-0.3889
-0.5549
-0.6684
0.1948
-0.5398
-0.6747
0.9178
0.8502
-0.0683
-1.0423
-0.3193
-0.0678
-0.7123
-0.4595
0.8654
-1.0206
-0.2497
-0.661
-0.3934
-0.4436
0.2528
-0.3804
0.292
0.7869
0.1946
-0.654
0.5003
-0.6811
-0.0645
-0.3226
0.0332
-0.5478
1.0145
-0.3188
0.4458
-0.3639
0.98
-0.1905
0.2657
0.2806
1.2179
-0.4713
0.3643
0.8677
-0.5423
0.3037
-0.552
0.5159
-1.0828
0.875
-0.0677
-0.5301
-0.3438
-0.5574
-0.2815
-0.7032
1.7421
0.3614
0.3328
0.2517
0.5922
0.5771
-0.2398
0.6807
-0.9561
-0.0351
-0.1902
1.2757
-0.3912
1.2519
1.2861
0.6535
0.808
-0.7531
1.1664
0.0218
0.3021
0.4701
-0.3267
0.8392
-0.2107
0.1251
0.2991
-0.4836
0.7311
-0.6841
-0.9454
0.2253
0.5187
-0.2175
0.8101
-0.1876
-0.5545
0.2744
-0.0737
-0.2011
-0.1624
0.4869
-0.5626
-1.9528
-0.812
0.6322
-0.3358
-0.2076
0.5694
-0.0689
0.3914
1.2519
-0.4501
-0.1768
0.3443
0.6411
-1.9192
0.5108
-1.0451
-0.5403
-0.4854
0.2447
-0.4852
0.3478
0.768
-1.0384
-0.8068
-0.3535
-0.993
0.0803
0.3214
0.3049
0.0706
0.0635
-0.6292
-0.5783
-0.4581
-0.4689
1.9491
-0.1807
0.1202
-0.6487
0.4115
-0.1126
1.0285
-0.165
1.1264
-0.2057
-0.5
-0.1436
0.6647
0.9906
-0.031
0.1655
-1.7016
-0.6837
0.07
0.0171
0.5277
-0.5044
-0.6966
-0.1234
-0.5868
-0.776
-1.0988
-0.9896
0.3643
-0.0294
1.4324
-0.2383
-0.2518
0.9385
0.1396
-0.4244
0.568
0.5473
-0.1833
0.1139
0.0401
0.0068
-1.5602
0.6713
0.566
-1.023
-0.1198
-0.648
-0.2988
0.124
0.1939
-0.4049
-0.4994
0.0705
-0.0224
0.5804
0.8363
0.0537
-0.8626
-0.6178
0.0393
-1.3851
0.043
0.4975
0.3752
0.97
0.0093
-0.1123
0.8621
-0.7799
0.0983
-0.5332
-0.3204
-0.228
0.2236
0.1625
-0.2568
-0.2186
-0.7568
1.0268
-0.063
-0.9137
-1.2069
-0.6882
1.7914
-0.3031
1.2828
1.1981
0.067
-0.0159
-0.504
-0.1372
-0.9515
0.0157
-0.908
0.1198
-0.7972
-0.5175
-0.1823
0.4298
0.8387
-0.5735
-0.4535
0.1514
0.1018
0.0704
0.0692
0.3199
-0.2236
0.2929
1.1609
0.3358
-0.0734
-0.9048
1.1712
0.5267
1.1244
0.7078
-1.846
-0.8675
-0.2618
-1.9085
-0.184
0.3684
-0.2559
0.2153
1.0689
-0.6366
-0.8285
-0.6471
0.2978
-1.1745
-0.0984
1.4381
0.0598
0.1541
-0.291
0.1132
-0.983
1.3752
-0.8174
0.4218
0.691
-0.169
0.1839
-0.6046
1.1622
-0.9478
0.4739
-0.2054
-0.0129
0.1176
0.0683
0.819
-0.2423
0.6476
0.1616
-0.4009
-0.244
0.6324
-0.0151
-0.0179
0.1333
-0.5477
-1.1383
0.1629
0.1291
-0.49
0.264
0.7117
-0.2019
-0.0192
0.2092
1.2197
-1.2466
-1.1962
-0.1358
1.5478
1.7132
-0.5032
1.9186
0.4332
-1.0299
0.2095
-0.4518
-0.3545
0.3131
-1.1824
-0.5272
-0.1035
0.0167
-0.3903
0.114
0.0583
-0.3925
-0.2884
0.4266
-0.1051
-0.1122
0.0395
-0.7474
1.019
-0.4657
0.728
-0.117
0.5102
-0.07
-0.2279
0.0211
1.027
1.5291
0.5808
0.0112
0.6135
0.0075
-0.682
-0.1181
-0.0923
0.9143
-0.1619
0.2122
-1.065
-0.1335
-0.4836
1.6403
0.2011
0.7227
-0.1245
0.1894
0.01
0.7828
0.2513
0.1456
-0.0138
-0.1631
0.9058
-0.0327
1.8564
-0.2668
1.0627
1.07
-2.1471
0.0688
1.9529
-0.4909
0.6886
2.1124
-0.3355
0.3741
-0.7871
0.8234
-0.8318
1.455
-0.7809
-0.8277
-0.7551
0.5838
0.6558
-1.4202
0.1249
-0.8108
0.7348
1.7554
1.9004
0.6922
-0.5747
0.2028
-0.5039
0.5848
-0.381
-0.0549
-0.7745
0.2148
0.3466
1.2012
1.1313
-0.4554
0.4771
0.5162
0.1405
0.7316
-0.4622
0.0674
-0.4089
0.7442
0.443
152.066667
1
874
59.22
MASTECTOMY
Breast Cancer
Breast Invasive Ductal Carcinoma
High
1
Basal
1
Negative
Negative
3
NEUTRAL
Negative
Ductal/NST
0
Post
10
Left
0
4.078
IDC
Negative
1
ER-/HER2-
39
2
Died of Disease
0.9048
-0.6295
1.0316
-1.4344
2.6799
0.5996
0.724
3.6269
2.8698
-0.6535
3.0123
-0.2723
-2.7859
1.8335
1.5679
0.0677
1.1168
-0.5414
0.8835
1.9293
0.6833
-0.2993
-0.5361
1.0153
2.0178
2.1593
5.4808
0.7901
2.6589
-1.4476
2.4882
-0.7384
-1.237
2.6449
-0.583
2.561
0.7633
-0.4702
-2.1056
1.3276
1.4477
1.4905
5.1911
0.5311
1.3129
1.0368
0.5805
-0.0661
-0.5817
0.3226
-1.419
0.9932
-0.3875
-0.6792
1.5548
-1.9725
-0.7271
0.2334
2.9633
-2.9178
-2.3553
0.0169
-0.8831
0.8412
2.1305
-0.1225
3.3066
0.9292
0.6606
-0.9225
0.8287
0.2634
0.7708
0.6135
0.8845
2.1239
0.7734
1.1602
-2.0407
-0.595
-1.8396
0.6871
-0.3762
-2.4363
-1.6689
-0.1432
-1.607
1.2003
-0.72
0.1581
-0.753
-1.9439
-0.0195
-4.409
2.169
-0.3601
0.041
-2.0071
0.5675
-1.1143
0.7144
0.7262
0.0316
1.1163
-0.3011
-1.9479
-1.5539
-0.1671
-1.7931
-1.2997
-1.3182
-0.7081
-0.2234
-1.867
-1.3528
-1.3491
-0.6541
-2.2735
0.0739
1.9496
2.6382
-0.756
-2.4135
-1.9075
-1.069
2.2157
0.3431
0.91
-1.7224
0.3658
0.1973
0.8854
1.3095
-0.6237
0.0319
1.3212
1.5729
0.6168
1.1749
0.2107
0.5821
1.5977
1.3193
-0.1725
-0.8629
3.3136
2.9745
-0.7377
-2.1033
-0.5747
-0.7308
0.9511
1.0022
1.3261
5.6453
-0.8069
-0.2578
-0.8694
-1.0936
1.4412
-1.436
0.6294
0.17
0.0212
0.8883
-1.2189
0.1292
-0.4214
-0.8374
-0.9818
0.7578
0.293
-0.2799
-0.7221
-1.922
1.0993
1.1756
0.2444
-0.1112
0.6634
0.8809
-0.9251
2.4537
-0.0661
-0.2381
1.0965
0.4135
-0.0566
-1.0585
-1.1853
-2.5931
-0.7996
-1.7561
1.1586
2.2303
0.2191
-0.199
-0.783
0.5059
0.6259
0.4833
-0.8955
0.9429
1.1218
-0.0381
-0.3775
-1.0415
3.9147
-0.8638
-0.1378
-0.9232
0.9464
1.8008
-0.2738
-0.6838
-0.4451
0.7627
0.0968
0.422
-0.7132
-0.6514
-1.6427
-0.8961
1.6993
0.5215
0.2378
0.2112
3.3046
0.3541
-0.6727
-1.9619
-1.2701
-2.5625
0.1435
2.3088
-0.2474
-2.4927
-1.691
-1.0363
1.2672
-0.1166
2.3302
-0.7457
2.2654
2.8931
-0.0871
0.6532
0.4343
-2.0775
-1.0323
-0.5771
0.5863
1.7295
0.2286
1.1799
-0.1387
1.3344
-0.4864
-2.1498
4.2175
-1.5646
-0.5804
-0.6395
-1.2239
-0.0431
0.3488
-2.5616
-1.5376
-1.3891
-1.1604
-1.8046
-1.2052
0.696
-2.1256
-1.6276
-0.0748
-0.484
-0.0338
-0.5944
1.7037
-1.5686
-0.6113
1.1395
-0.5581
0.443
-1.5185
-1.0122
1.0044
-2.1347
-1.3784
-0.7892
-0.0888
2.327
-0.4235
0.7739
-0.5783
-0.5393
0.0306
-0.1067
-0.7202
0.6161
0.7064
-1.5805
1.3155
0.0769
-0.4071
-0.6093
-1.6484
3.0309
0.5621
0.5062
-0.4559
1.0456
2.9207
-3.7608
-0.5898
-0.5416
0.2901
0.806
-0.3864
-2.735
-1.0836
-1.1878
-0.3605
-2.3584
-0.7808
-0.5162
-0.9308
-1.0992
-1.1017
-0.5885
-1.3833
2.0972
-1.6596
0.2581
-1.1497
0.1416
0.7832
-1.3222
-1.0131
-1.1288
1.6539
3.7199
1.4659
-0.6366
-0.9907
-0.1805
-0.2762
-0.5111
-0.6377
-0.6666
3.2705
-1.4442
-0.7173
0.2822
-1.2743
0.1898
5.1421
-1.2747
0.5432
-0.5961
-1.5286
-0.6607
0.9211
-0.3841
0.7763
-0.9656
-0.6446
3.0099
2.016
-0.8683
0.2425
-1.1849
-2.1445
1.5882
-1.4557
-0.3894
-1.6771
1.6322
0.2102
0.2968
-0.5699
-1.2344
-0.7761
0.6028
2.439
0.0321
-2.1354
1.4641
0.3533
1.6938
0.7943
-0.8705
-0.9036
1.9138
-1.5587
-0.5879
-0.6077
0.8199
0.618
0.0682
2.2683
1.4701
-0.4562
-1.3306
0.1898
0.7704
-0.3925
1.6658
2.5318
0.3892
0.2581
0.813
0.362
0.1096
0.6193
-0.1072
0.0371
-0.2013
0.3496
0.5578
5.1626
0.8334
0.4768
0.0956
-1.3987
-0.7677
-0.429
0.2116
0.453
-1.0282
-1.2741
-0.6596
2.2391
-1.5939
-0.4022
1.2162
-0.7321
-3.0572
-0.5717
1.3241
0.3204
2.727
-0.9953
0.1927
-0.3069
1.6326
2.6382
-0.2113
-0.8951
1.2004
-0.3817
0.1327
-1.9507
-0.7601
2.6228
0.1446
-1.1733
-0.5228
-1.0049
-2.9621
0.5494
0.9026
-1.0476
-2.4524
0.5202
-0.1354
0.7301
0.0158
0.3158
-0.5335
0.6234
-0.7309
-1.684
-0.7707
-0.0159
-1.2605
1.0862
-0.8693
2.004
-0.5381
0.2248
-1.3121
12.7423
-1.0651
-1.6869
-0.4369
0.4352
-0.7343
16.6
1
877
79.41
MASTECTOMY
Breast Cancer
Breast Invasive Ductal Carcinoma
High
0
LumB
1
Positve
Positive
3
NEUTRAL
Negative
Ductal/NST
0
Post
6
Left
4
6.07
IDC
Positive
0
ER+/HER2- High Prolif
35
2
Died of Disease
2.3099
0.8934
1.34
-2.0324
1.9275
0.186
0.607
1.9348
0.7696
-0.901
-1.7155
1.1565
0.0106
0.558
2.3808
2.0557
0.2197
1.1992
2.6897
1.0366
0.9966
2.3666
0.2472
-0.7318
2.2895
2.199
1.4253
2.491
0.7365
1.7798
2.4795
-0.9525
-1.8418
0.1999
-0.8438
0.4331
-0.4493
1.5696
-1.393
-0.167
-0.2828
-0.9317
-0.2533
-0.3361
3.7319
6.0699
-0.1742
-0.562
-0.5746
-1.8397
-2.4213
-0.9751
-1.3062
-1.3617
-0.4792
1.4687
0.7104
0.097
1.3822
-0.3531
0.472
1.0102
0.6328
-0.7346
1.2563
-1.6502
-0.6227
1.858
-0.5147
-1.5003
-0.2796
1.5851
-0.9034
-0.1961
1.2929
0.6866
-1.9488
-1.0261
-1.5917
1.5017
-2.4047
-1.1826
0.4005
-0.4481
0.4356
0.2625
-0.8857
-0.7406
-1.498
-1.5761
-0.8417
-2.4064
-0.5054
-1.4384
0.4747
0.5969
-0.2188
1.3946
0.4085
-1.2628
-0.5041
0.2574
-0.9387
-1.02
-1.6052
1.688
-0.7448
-1.0452
-0.355
-0.6297
-1.0237
-0.1116
-0.1312
-1.004
-1.4427
0.184
1.0055
0.3257
0.5294
2.6398
1.6553
1.6419
-1.6895
-0.3267
0.636
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4.7931
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3.2707
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0.9424
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1.5201
0.4805
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1.5393
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4.3963
1.0783
0.413
1.2545
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2.6545
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0.948
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2.8395
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1.8828
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0.7247
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0.6731
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0.8064
1.7077
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1.3378
2.6893
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0.929
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1.1717
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0.5489
0.3718
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-0.6619
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1.1569
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0.0801
0.3109
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0.8791
-1.9852
2.6719
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2.8525
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-1.868
1.7203
1.5293
0.1999
3.1296
-0.383
-1.6907
-0.2515
1.8359
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-0.9814
-0.4371
0.5345
-1.5701
-0.6048
0.5855
-0.4501
-0.2031
-1.2598
-0.1654
-0.0308
2.3689
-0.5107
0.2246
-0.7523
0.2924
0.4121
-0.2881
1.0331
-0.0847
2.558
-1.2652
-0.9969
0.2816
0.6249
-0.7526
-0.0648
-0.3442
0.1079
-1.2222
-0.1205
-0.3535
-0.3313
0.4789
-1.3528
-0.5739
0.6024
0.2306
-1.2785
0.4372
0.3002
1.5115
-0.0203
1.0923
-0.0419
2.945
-0.4611
-3.0597
-1.3416
2.1845
-0.399
-1.0739
0.5186
0.168
0.1842
1.4296
0.204
-0.183
0.2272
-1.0375
-1.3679
0.4617
-1.2742
-1.854
0.0094
-1.3032
1.4584
-0.8792
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-0.7823
-0.3204
-0.411
0.0949
1.1298
2.5157
-0.3304
1.5085
-0.6579
-1.4321
-0.2582
-0.2847
-0.7635
14.433333
1
880
73.64
MASTECTOMY
Breast Cancer
Breast Invasive Ductal Carcinoma
Moderate
0
LumA
1
Positve
Positive
1
NEUTRAL
Negative
Ductal/NST
0
Post
7
Right
0
2.06
IDC
Positive
0
ER+/HER2- Low Prolif
30
2
Living
-0.3041
-0.7044
-0.026
0.331
0.6871
0.2722
0.6169
-0.9092
0.4892
1.0406
-0.0216
-2.201
0.025
-0.4039
-0.9701
-0.0447
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0.1021
0.3518
0.3367
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0.422
0.1245
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-1.0297
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0.1641
-1.1917
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1.1879
0.3209
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0.4186
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1.2367
1.1858
0.0041
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1.3627
-0.7216
0.1756
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1.1756
-1.6888
1.1876
-0.509
2.0698
-0.7879
1.0291
0.3522
0.0161
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0.8918
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0.0721
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0.0996
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0.815
0.7952
-0.2402
-0.221
0.233
0.2021
0.6723
0.0007
0.0377
0.2185
0.5361
0.6097
-0.4217
1.5422
0.1565
-0.7251
0.8493
0.4211
0.0443
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0.7719
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0.951
0.744
0.1871
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0.549
0.8036
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-1.2434
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0.8507
0.7285
-0.7793
1.051
-1.3635
0.4754
1.1586
-0.6461
-1.1704
-0.2247
0.0454
0.2492
0.0061
-0.2402
0.3316
0.0623
0.4727
1.4029
-0.158
-1.1416
0.3094
-0.5873
0.2836
-1.321
1.3996
1.9821
-1.5516
2.4737
1.7596
2.6315
-0.2442
1.2252
0.3957
-0.4389
2.3534
-0.0198
-0.5861
0.4974
-0.695
-1.3122
0.069
0.5952
-0.9311
-0.5977
0.0534
-0.2078
-0.7561
0.6421
0.381
0.0952
-0.6977
0.5619
-1.127
0.1897
-0.2031
-0.4265
-0.1481
-0.5904
0.2968
0.7179
-0.2422
-1.5132
0.4393
1.8091
0.5745
-0.8579
-1.38
-0.7781
0.1331
0.0296
0.3117
1.8592
0.7333
-0.8283
-0.4831
-0.1375
-1.2237
-0.4801
-0.9759
1.1797
-0.1252
-0.2947
-0.518
-0.4006
-0.3377
-0.3488
0.4286
0.3801
0.006
0.5504
-0.1777
1.6886
-0.4976
-0.0007
-0.1307
0.187
2.0437
-0.6805
-1.2878
1.4013
-0.1199
0.2877
2.2906
-0.2845
0.4335
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1.5555
-0.6342
0.9606
-0.4758
-1.3605
2.1255
-0.0802
-0.9847
0.1372
0.981
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0.5074
0.5627
0.3028
-0.8482
-0.1986
-0.5892
-1.1541
-0.6887
0.1125
-1.1656
-0.1898
-0.395
0.2751
0.2007
-0.5466
-0.2923
-1.3607
-0.2183
-0.0049
0.4286
0.1192
0.2006
-0.1464
0.6161
0.6067
0.8516
-0.0065
-0.5153
0.3476
1.0794
0.2439
-0.2257
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-0.229
1.8729
0.8186
0.3889
1.4478
0.2781
1.6314
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0.1831
1.7997
1.4569
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0.666
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2.0529
0.4915
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0.1324
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0.374
1.2051
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1.1802
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1.1103
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0.8325
0.328
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0.5768
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0.576
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0.6965
0.5838
0.0806
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0.3726
1.6245
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0.0592
1.0161
1.6152
1.0616
0.4034
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0.9794
0.7889
0.592
-0.6115
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0.4754
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0.7501
0.5082
0.3068
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-0.9989
0.181
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0.4755
-0.2858
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0.4576
1.0238
-0.717
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1.3231
0.6577
-0.7297
-1.153
0.1445
1.1318
1.0007
-0.3688
0.8928
-0.7043
-0.5005
-0.1562
0.6018
0.0389
-0.0587
0.7152
-0.4933
1.5348
0.4072
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0.6705
0.6852
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0.017
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0.6407
0.9233
0.5242
-0.4466
1.3308
-0.5779
0.7219
-1.152
2.1299
-0.5065
0.0709
-0.4829
-0.0937
-0.4698
-0.2799
-1.3468
0.1319
1.159
2.2469
-0.2194
-0.7501
-0.6711
1.031
-0.0677
-1.1816
-0.1588
0.3849
-1.9619
-0.5414
-0.7121
0.1022
1.2093
-1.0352
0.5924
0.5284
-0.5546
-1.113
1.2578
0.52
-0.3108
0.4063
-0.4758
-0.3835
-0.4386
1.5602
-1.2522
0.9637
-0.3106
-0.3747
1.4085
0.1196
0.2262
0.2445
-0.2774
-0.7378
-0.1869
-0.8275
-0.3928
-1.2663
0.4037
1.7319
-0.3876
0.6089
0.055
-0.3379
0.7716
0.3467
-1.2509
1.6549
-0.8528
-0.4785
-0.8618
1.3531
0.0383
0.1242
0.0911
-0.76
0.5876
-0.4183
0.0079
2.4516
0.4514
-0.0297
-0.7214
-0.1251
-0.9251
-0.357
-0.1083
0.6658
0.3588
0.3868
-0.2517
0.7947
0.3451
0.0669
1.233333
0
882
73.39
BREAST CONSERVING
Breast Cancer
Breast Invasive Ductal Carcinoma
Moderate
0
LumB
1
Positve
Positive
3
NEUTRAL
Negative
Ductal/NST
1
Post
7
Left
0
4.094
IDC
Positive
0
ER+/HER2- High Prolif
47
2
Died of Disease
0.7479
0.5749
2.2964
0.3858
-1.2094
-0.4926
0.4157
1.034
-0.6571
-0.3758
2.1451
1.1209
0.0881
0.3872
0.8663
-1.1884
-0.7742
1.0069
-0.1997
-0.3693
-0.2658
1.4591
-0.5447
0.0882
2.1885
0.7168
-0.6353
1.6891
0.9102
1.8791
0.8223
-0.814
-0.7848
0.1718
-0.1924
-1.4102
-0.5146
0.0283
0.155
1.6204
-0.4553
-0.3828
-0.2393
0.1497
1.1195
-0.0205
0.0175
-0.2821
-1.5571
-0.2443
0.6905
-1.8808
-0.8438
-2.3461
-0.2086
-1.2975
0.2355
0.8483
1.3599
0.2417
-0.3999
-0.6506
0.5474
-0.8837
-1.2715
-0.3742
-0.5082
-0.4039
-0.9051
-0.8812
0.4601
-1.1795
-0.9509
-0.4001
1.5137
-0.1274
-1.402
-0.5364
-0.5242
1.1866
1.1977
0.0839
1.2978
-0.3874
0.4031
0.0386
-0.6903
0.0717
0.6974
0.3805
-0.1584
-0.9659
0.5264
0.5655
-0.0157
0.2945
0.5311
-1.3566
-0.9069
0.5255
2.5522
0.3396
0.5667
-0.4878
0.4315
0.4308
1.6213
-0.8052
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0.6117
-0.7229
0.3588
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0.1427
-0.5171
0.0254
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-0.3546
1.5323
-0.235
0.694
-0.1084
1.1603
-0.6321
1.5691
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0.3594
0.1544
1.343
0.8908
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0.6205
0.8418
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0.3045
0.5905
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0.1005
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0.816
0.59
-0.1669
0.3952
0.8404
0.895
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0.1645
0.7471
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0.0668
0.3243
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1.0111
0.0066
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0.3491
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-0.3744
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0.8253
1.6063
0.7743
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0.5595
-1.1085
-0.8156
0.1015
0.183
2.1196
0.5977
-0.5621
0.9771
-1.6957
-0.1717
-0.2486
2.2198
-0.1336
-1.0287
0.9277
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0.1847
-0.311
0.5336
-1.4782
1.092
-0.8229
2.7853
-0.0288
0.0124
-0.295
0.4363
0.4418
1.8239
3.0544
-0.0017
-0.4283
0.7243
-0.9013
1.4617
1.7607
-0.2897
0.3721
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0.2348
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0.9767
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2.51
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0.1752
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0.3765
0.2738
0.7138
2.1261
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1.0951
0.011
0.0815
1.1703
-0.4717
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1.0226
0.0141
0.1741
0.3661
1.4411
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0.4837
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1.3375
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0.9989
0.9005
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0.3987
0.0143
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0.4346
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0.0956
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0.0628
1.2053
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2.25
0.1013
0.9858
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0.1641
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0.3712
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-1.7131
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0.3455
1.479
1.1196
-0.5506
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-1.2519
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2.2935
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2.486
-0.2288
1.0095
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0.4408
0.1438
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1.3079
1.6034
0.5727
0.9589
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0.4897
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1.3813
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0.7506
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0.3506
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2.1513
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1.3391
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-1.7489
0.4905
-0.691
0.6518
1.2404
-0.1375
0.6063
0.1079
0.1368
-0.4384
0.8259
1.2342
-0.2521
-0.7956
-0.9337
0.5829
0.8936
0.9374
-0.3033
0.7766
2.614
-2.9874
-0.612
-0.3488
0.2161
1.7449
-0.7726
0.1061
-0.1348
-0.5912
-1.3243
-1.2109
-0.1111
-0.6118
-0.1968
-0.3086
0.0704
0.1202
-0.8052
-0.1149
-0.2355
0.0174
0.9087
-1.1549
0.4319
0.0263
-0.0125
-0.1014
0.2948
1.71
0.3557
0.3439
0.2544
-0.2811
0.9609
-1.1969
-1.1791
-1.3499
-1.2775
0.2156
0.1902
2.0889
-0.5864
0.3609
-0.5192
-0.022
0.595
-0.5289
0.4456
0.0054
-0.4176
0.0778
-0.4635
-0.488
2.5724
-0.4028
-0.4204
0.4149
-0.0225
0.8347
0.1016
-0.5969
-0.8651
-0.1134
1.1758
1.2015
0.2464
0.1809
1.577
1.9601
0.2428
-0.5252
0.5433
0.1705
-0.5761
-0.3277
0.0463
0.7824
1.2531
-0.0106
0.1567
3.783
0.4208
-0.683
-0.3643
0.0043
0.2945
0.8945
0.9787
0.0085
-0.3229
-1.3038
3.4813
-0.8542
0.706
42.366667
1
884
56.47
BREAST CONSERVING
Breast Cancer
Breast Invasive Ductal Carcinoma
Moderate
1
LumB
1
Positve
Positive
3
NEUTRAL
Negative
Ductal/NST
1
Post
9
Left
15
6.046
IDC
Negative
1
ER+/HER2- High Prolif
23
2
Died of Disease
4.3261
0.1423
2.0777
-0.2486
-1.7301
-0.4184
0.709
0.3437
-0.8805
0.3456
-0.1028
1.8624
1.1255
0.6103
2.5602
0.8095
0.9943
1.8075
0.981
0.3876
-1.8766
1.9399
-0.2347
-0.1128
1.5496
1.8576
0.9697
2.1782
1.9075
-1.4398
2.0174
-0.8696
-1.3025
2.0917
-0.1985
1.1246
0.3729
1.2782
2.2313
1.0594
0.3962
-1.6566
1.5221
0.3744
3.5829
2.9207
-0.8929
-0.9719
-0.5689
-0.0498
-0.822
-0.1928
-0.424
-0.1465
0.691
-1.1798
-0.7979
0.031
1.6179
-0.5981
0.2623
1.2606
0.672
-1.4529
-0.8131
-2.272
-0.6569
0.2886
-0.9305
-0.0303
-0.5763
-0.7545
-1.0663
0.312
0.5452
1.4411
0.0648
-0.9609
-1.1226
0.8418
-1.2875
-1.1437
0.8953
-0.9849
-1.1614
-0.0728
-0.681
-2.3649
0.3131
-1.6127
-0.3579
-1.0401
-0.5414
-0.761
-0.5002
-0.0778
-1.4486
2.5548
1.3067
4.1877
-0.13
0.4064
-0.9737
-0.7639
0.2873
1.3482
-0.1245
1.5012
-1.6003
0.0295
0.2618
-0.0798
1.106
-1.6338
0.0818
-1.6939
-0.691
1.1348
1.6404
-0.5367
1.3324
0.8486
-0.4221
0.5228
-0.7762
2.3495
-0.5522
-0.8667
-1.5292
-0.8467
-0.6523
0.6556
0.3215
-0.8708
-0.5369
0.0939
-1.2467
0.1164
0.5117
0.9691
0.5975
-0.8821
2.4994
-1.4478
-0.6181
-0.3195
-1.1172
-0.3754
-0.6524
-0.3321
-0.9014
-0.5631
-0.7634
0.7303
-0.8286
-0.492
-0.142
0.3271
-0.0632
-1.3093
-0.4854
-0.7557
-0.6567
-0.3672
-0.5207
-0.8826
0.8562
-1.4452
-0.6946
-0.0029
0.4644
-0.308
1.6567
-0.0352
-0.7721
-0.9324
-0.1695
-0.1821
-0.7961
-0.5031
-0.0869
-1.0737
0.8351
-0.0068
-1.3941
-0.9018
3.7956
-0.713
-1.7423
-0.1052
-0.1861
1.2569
-1.4953
-0.622
-1.6747
0.3861
-0.5876
-0.2656
-1.9503
2.0695
0.3807
-0.5387
0.9261
-0.1437
-0.7325
-0.6831
-1.1463
-0.6172
0.0032
-0.6916
-1.3782
0.5254
-0.8851
-1.123
-0.779
-0.6155
-0.024
0.079
-0.3547
0.1217
0.0706
-1.2902
0.0081
-0.0344
-0.2187
-1.0915
-0.8549
-0.7906
-0.5335
-1.1382
-1.1882
-0.6312
-2.5447
-0.3811
1.8869
1.2956
-1.1473
-0.9991
-1.9982
2.3076
1.1929
0.5049
0.4075
0.5559
0.2515
-0.8446
1.3735
-0.7826
-2.1544
-0.0974
0.0273
-0.7402
0.0768
-0.4934
-1.0712
0.321
0.359
-0.5839
-1.1828
-0.2979
-0.0947
-1.409
0.0793
-0.2892
-0.4027
2.2179
-1.1592
0.0685
-1.3317
1.1163
0.7408
-1.7878
-0.5119
0.8849
1.2759
0.2996
-1.0569
0.4727
-1.0441
-1.3528
0.4567
-0.5757
-0.6721
-2.2437
0.0075
-1.1992
-0.5975
-0.6002
-1.6312
0.2731
-0.4894
-0.5075
-1.5869
-2.5408
-1.2908
-0.877
-0.3646
1.6161
0.2794
-1.326
0.3592
-0.4256
0.326
0.0848
-0.4147
0.6104
-0.925
1.2338
-0.1738
-1.6047
-0.0156
-0.2753
-0.1557
-1.0124
-0.4429
-1.4178
0.6211
-0.8909
-0.5906
1.2481
-0.1067
2.5063
-0.7616
0.4474
-0.2356
-0.8889
-0.2532
0.3491
0.427
0.7402
0
-1.0663
-0.9607
-1.414
-0.6359
0.331
-0.1102
-0.0705
-0.6017
2.0362
2.0905
-2.3104
0.6295
1.5444
-1.0412
2.3317
-0.7245
0.7406
-0.2524
1.6078
-1.1161
0.6308
-1.032
-0.7589
-0.1624
-0.1143
-0.5453
-1.54
-0.9375
-1.1925
1.712
-1.4301
-1.6212
0.2498
0.0603
-0.6899
-0.0134
0.0004
1.3834
0.4403
-0.5917
0.2156
0.9837
0.6675
-0.3953
1.0489
-0.6215
-1.193
0.9493
2.7356
-0.5891
0.2272
0.6781
0.7893
-0.6992
-2.7327
0.6982
-1.5636
-0.7728
0.2107
0.3237
1.696
-0.123
-0.4961
-2.7898
-0.1779
0.9366
-0.1338
-0.6338
-0.8455
-0.0414
1.2181
-0.1455
-1.1624
-0.2261
-0.183
-1.4148
1.202
-1.3891
1.3525
-0.3403
-0.2916
0.5231
-0.9652
-0.7138
-1.1614
-1.0679
-0.4477
1.8248
1.4314
-0.2479
-0.8611
-0.596
1.9578
-0.6875
-0.8185
-1.2169
0.3354
0.5093
0.8517
-0.4232
-1.2808
-0.7855
1.1128
-0.0107
-0.253
0.2801
1.7012
0.3461
-0.0642
-0.8349
0.3789
-0.342
-0.9129
-0.9554
-0.1722
-0.0599
-0.2054
2.1391
0.2693
-0.492
-0.9575
-0.5606
-1.0216
-1.1289
-0.3922
-1.0824
0.0676
0.5172
0.2617
0.006
-1.2308
0.8592
-1.0151
-0.969
-1.2267
-0.2418
-0.9112
2.5258
0.1593
0.8087
1.4195
-0.5828
1.6404
1.3873
0.0403
-0.5645
0.4538
-0.8126
-0.553
-0.255
0.7301
0.7628
-0.697
-0.5319
0.5595
-0.2579
0.2077
-0.5587
93.666667
1
891
83.68
MASTECTOMY
Breast Cancer
Breast Invasive Ductal Carcinoma
Moderate
0
LumA
1
Positve
Positive
1
NEUTRAL
Negative
Ductal/NST
1
Post
3
Right
2
3.074
IDC
Negative
0
ER+/HER2- Low Prolif
37
2
Living
-0.5108
0.5947
-0.4528
0.6045
0.4147
0.4137
0.0022
0.1169
0.8355
-0.6843
-0.0906
-0.2064
0.4667
-0.1101
-0.2275
-0.7989
-0.4419
0.1686
-1.1444
-0.4838
-1.0283
-1.3724
-0.8643
-0.258
-1.3942
-0.9445
-0.9394
-1.2215
-1.1671
-0.223
-0.1493
-0.6166
0.8868
-0.4948
-0.051
0.8034
1.6527
0.678
0.5482
-1.3918
-0.66
-0.5251
-0.5053
1.3578
-0.8622
-2.061
-1.0076
0.0024
-0.2605
-1.3933
-0.7844
0.7142
1.6281
0.8965
-0.0037
-0.5712
-0.8633
0.7155
0.41
0.5402
-0.0039
-0.3864
0.6354
0.7236
-0.2389
-0.4306
-0.1631
0.9253
-0.0843
-0.3817
-0.1919
-1.4791
0.5711
0.0294
-0.1797
-0.0751
0.0967
-0.2778
1.4672
-0.4383
0.5006
-0.202
0.1083
0.4957
-0.8666
-0.4658
-1.1878
0.3724
0.1895
0.0991
0.4485
0.2777
0.4619
-0.4508
-0.2987
0.2995
0.8447
-0.8613
0.7121
-0.6798
-0.3093
0.3418
-0.4372
-0.4433
-0.0779
-0.5124
0.0309
-0.4484
0.3851
0.4494
-0.3546
-0.6441
0.1971
1.912
-0.545
-0.0023
0.6302
-1.0381
-0.3723
0.0941
-1.4909
0.0926
0.6685
-0.2042
0.1101
-0.8474
0.1508
-0.671
0.8923
0.0261
0.4995
-0.6969
-0.4202
0.1727
0.6752
-1.2162
-0.4715
-0.533
1.3094
-1.0605
0.7466
-0.364
-0.9198
0.8373
0.8201
0.7562
-0.0095
-0.4984
1.7079
3.3679
-0.0256
-0.6099
0.1418
-0.0539
-0.8623
0.176
-0.0708
-0.0216
0.2531
0.8845
-0.5743
0.0432
-0.8007
1.0587
-0.4504
0.7907
0.2998
-0.1772
1.6515
-0.4897
0.137
-0.74
-0.9318
1.375
0.1298
-0.3761
0.7982
-1.6092
0.5772
0.1164
-0.1522
0.1945
0.3584
-0.5931
0.2695
-0.0446
0.4992
0.3349
0.15
-0.0459
0.4206
-0.0865
-0.2859
0.2761
0.2264
0.1634
0.7301
0.1048
-0.9825
-0.4448
0.0192
-0.1335
-1.62
-0.2466
-0.3002
-0.6057
0.257
-0.5137
-0.0556
1.2758
-1.0909
-0.463
-0.0485
0.5881
0.7332
-1.4367
-0.388
0.659
-0.8042
-0.0937
1.6473
2.6034
0.8833
-0.6556
-0.935
-0.3766
0.3388
-0.1482
-1.9398
0.3352
-0.2736
0.6316
1.0113
0.4583
-0.3855
-0.1102
-0.2005
-0.4519
0.7066
-0.1178
0.6481
-0.7853
-0.177
0.5722
0.1038
-0.0707
0.1068
-0.444
1.6288
-0.9254
-0.8636
-1.1117
-0.7739
-0.0252
0.0786
-0.5329
-0.185
-0.0656
0.7365
0.6441
0.1128
1.0794
-0.1815
-0.9692
0.6415
0.8344
0.809
-0.4116
1.5651
0.5769
-0.2358
-0.7595
-0.6406
0.8375
0.5251
0.7825
-1.6292
0.6961
-0.3016
-1.2371
0.2748
-0.4763
-0.5741
0.3591
-0.7162
-0.4382
0.8235
-0.8521
0.4097
0.7916
1.2808
-1.3379
-0.8009
-0.2062
0.0334
-0.4433
0.0265
-1.3257
1.1671
-0.0493
-0.1667
-0.2366
0.8575
-0.2787
0.5655
0.1658
-0.4337
-0.1253
1.0555
0.839
0.109
0.1553
0.3442
0.7656
1.0108
0.6277
0.2256
-0.2478
-0.5921
-0.7037
1.3598
-0.9412
-0.0772
0.0565
-0.0607
-1.4415
-0.0833
-0.7474
-0.0867
-0.6641
-1.4726
0.8854
-0.4014
1.1586
-1.2169
0.0067
1.648
0.0457
0.2302
0.248
1.0548
0.888
0.1729
-2.0047
0.4005
0.4867
0.1315
-0.9815
-0.4848
-1.7353
-0.2015
-0.0391
-0.8994
0.1489
0.4586
0.3137
1.0471
-1.135
1.5413
0.0744
-0.6656
-0.28
0.2762
-0.1238
0.3421
-1.5212
-0.3731
-1.0945
-0.8705
-0.6419
-0.773
-0.3346
-1.0019
0.8075
0.7712
-0.4494
-0.2722
0.5406
-0.6113
0.3387
1.0371
0.2181
0.9279
0.6054
-0.0867
0.3121
-1.3566
0.5573
-0.046
-0.5204
-0.0214
-0.4058
-0.2243
0.0306
1.207
0.6275
0.4795
-0.0483
-1.3645
0.2323
-0.1763
-0.1504
1.1593
1.8648
0.3682
-0.4973
1.1096
0.4974
0.0344
-0.8346
-0.235
-0.0445
-3.0679
0.1216
1.5159
0.8865
0.984
-0.5811
-0.0727
0.1551
0.1873
0.7225
-0.4318
-1.2548
-0.9406
0.4073
0.3459
1.0427
1.4203
1.1154
1.8345
1.4628
2.0305
0.0905
0.2942
-0.3449
-0.8315
0.9391
0.6649
0.1701
-0.6708
-0.4582
0.2096
-0.0677
-2.2727
0.6004
-0.5094
-0.4103
-0.7836
-0.4387
-1.3497
0.41
-1.4107
0.2539
-0.508
0.4828
-0.1864
0.8688
-0.5091
0.3288
-0.4037
-1.788
0.7272
0.4244
0.8211
-0.3157
-1.5329
-0.1856
-0.2697
-0.7495
1.0306
-0.4898
2.597
-0.014
-0.0917
-0.9027
0.0819
0.459
0.8825
-0.7872
-0.7226
-0.4155
-0.4446
-0.0576
-0.5012
-0.1199
-0.3983
1.3612
-0.6979
149.4
0
893
57.41
MASTECTOMY
Breast Cancer
Breast Invasive Ductal Carcinoma
Moderate
1
claudin-low
1
Positve
Negative
3
NEUTRAL
Negative
Ductal/NST
1
Post
4ER+
Left
3
5.056
IDC
Negative
1
ER-/HER2-
28
2
Living
-0.8101
-0.1053
-0.4402
-1.5816
-0.3466
0.0315
-2.751
-0.4268
-0.7055
-0.4118
-0.9772
-1.6364
0.2063
-0.8312
-1.6021
-0.8423
-1.0284
-0.5901
0.2235
2.0195
1.2857
-0.3664
0.0308
0.0322
-0.8067
-0.6179
0.0717
-2.2674
-1.1015
-1.3894
-0.3602
1.1659
0.9532
-0.4539
1.2511
-0.0164
1.8552
-0.2053
-0.6765
-0.4569
0.2465
0.7522
-2.1863
-0.4181
-0.0667
-0.0778
0.1148
0.514
1.296
0.191
-0.2787
-0.1402
2.8201
0.4728
0.8186
-1.188
1.322
1.1779
0.284
0.6139
-0.7882
1.1924
0.4907
-1.3391
-0.0759
0.1058
-0.8145
-0.9927
-0.2154
0.5266
-2.5475
1.0289
-0.7667
0.2503
-1.279
-0.6366
-2.5038
-0.6033
-0.4423
-0.1545
-0.4103
-1.5929
0.8902
-0.2882
-0.5598
1.9383
0.7483
-1.2972
0.0189
0.6701
1.2209
-1.2402
-1.8716
2.4489
-0.1986
1.0375
1.0256
-0.9325
3.302
0.3421
0.4447
-0.6783
-0.7859
-0.6877
-2.4763
-0.9773
-0.6709
-1.2158
0.7057
-0.9722
2.2363
0.3708
-0.8193
3.4081
-0.6689
-0.6807
-0.9523
1.0512
0.5311
0.8634
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1.93
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0.2892
1.4363
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0.6435
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1.9162
2.5224
2.0439
-0.5337
1.182
2.4288
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0.8436
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0.3444
0.2146
0.0046
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1.9531
0.936
0.3092
0.7887
-0.5319
4.2055
1.3705
1.5856
-1.0052
0.0468
0.2633
0.8556
1.5746
0.8933
-0.7246
1.2408
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0.6441
0.7885
0.2405
1.0305
0.3875
1.0889
-0.4279
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2.2491
0.3708
2.3585
-0.318
0.2268
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2.5742
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1.6648
3.08
-0.7958
1.198
-0.0156
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0.4628
0.9107
-0.2492
0.1014
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4.113
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1.5587
5.4958
0.3847
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0.4871
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0.5098
2.5742
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1.8563
1.7983
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0.7365
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1.3634
0.2153
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0.6793
0.1113
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1.6555
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1.5984
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1.291
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0.9276
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0.5024
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0.4882
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2.3235
1.5523
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1.8527
0.502
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1.4417
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0.5493
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1.2587
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0.7968
2.3556
0.2917
0.4599
-0.7396
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1.1561
2.0367
0.434
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2.628
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1.0453
0.8861
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0.5065
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0.2545
0.8614
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2.1704
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0.0221
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0.2068
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1.2179
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1.0357
0.1034
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-0.9995
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0.4256
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-1.8153
0.6526
2.2011
0.0329
-1.4777
-0.0373
0.3529
-0.0236
1.0599
-0.4448
0.5819
0.0415
-1.5587
0.0633
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3.2507
-0.2243
0.5214
0.2173
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1.4691
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0.5924
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1.2774
-1.1987
0.0999
0.1702
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-1.5572
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2.9394
1.6202
-0.3138
1.0215
-0.1622
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-0.5867
-0.479
-0.9235
-0.122
-0.2368
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0.303
0.0145
2.7998
1.2654
0.2528
-0.3623
-0.2527
0.2725
-1.4714
-0.8522
-1.2714
1.3505
0.2473
-1.934
-0.3938
-0.0869
2.0593
-0.4723
-2.5808
-1.254
-0.9103
-0.0106
0.7518
-0.1826
0.6514
1.9625
0.2468
-0.8344
1.416
0.5341
-0.4418
0.0737
-1.0822
0.4074
-0.0077
-0.1121
0.437
1.5694
-0.2409
2.7291
2.435
3.3774
-2.1173
-1.4197
0.246
-0.2706
3.6911
0.0093
5.4491
1.5781
0.2323
-0.712
-1.255
-0.1593
0.0478
-0.3911
0.0429
-0.1536
-0.4187
-1.1785
1.5993
0.2231
3.8215
2.3349
-0.4642
1.0239
0.7998
-1.223
-0.7185
-0.7317
-0.9462
-0.0399
1.6348
-0.1058
-0.9957
-0.5084
-0.223
-1.0051
-1.3392
0.193
-0.2744
5.0083
-2.2158
-0.9931
2.5203
-0.4468
-1.8364
1.7146
-0.5403
0.5109
0.6575
-0.2884
-0.3939
-1.2744
-1.1457
-0.1459
-0.3461
-0.5199
175.633333
0
895
79.61
MASTECTOMY
Breast Cancer
Breast Invasive Ductal Carcinoma
High
0
LumB
1
Positve
Positive
3
GAIN
Positive
Ductal/NST
1
Post
5
Left
1
5.038
IDC
Positive
1
HER2+
19
2
Died of Other Causes
-0.6176
-0.6896
-0.0742
0.2442
2.0325
-0.664
1.0771
0.7898
-0.0484
-0.7268
1.2969
-0.1798
1.3842
-0.1098
-0.1446
0.5252
0.3167
0.8877
-1.3723
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0.4048
0.5897
0.0239
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-0.4299
1.7838
0.3098
0.2926
0.0758
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1.0288
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0.0656
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0.9125
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0.0029
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1.1217
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0.927
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1.3156
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0.7309
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0.1564
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0.9779
0.554
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-1.209
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-1.2073
0.0541
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0.3311
-0.132
-1.722
-0.5701
0.2751
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0.6015
1.0322
-1.4791
0.2641
-0.5956
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-1.815
-0.9039
0.0868
-0.303
0.0503
0.9906
0.933
-0.2637
0.0362
0.014
0.0468
1.304
-0.6783
-0.1879
0.1779
-0.6714
0.4607
0.8549
0.0919
-0.9355
-0.2018
0.7691
-0.083
-0.32
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0.0437
1.216
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1.342
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0.9266
0.2259
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0.0055
0.1075
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0.3835
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1.3158
-0.7826
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0.6598
0.097
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0.994
0.2727
-0.6241
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-1.1997
0.1102
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0.6746
0.5419
3.1851
0.3175
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0.2164
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0.104
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1.8186
0.1748
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1.5378
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0.9426
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0.4194
0.177
0.4631
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0.6809
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0.84
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1.5197
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0.4671
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0.7364
0.6851
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5.2799
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0.1646
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0.9941
0.2189
1.1605
0.7897
0.5018
0.0562
2.0365
-0.9272
1.683
0.7529
0.6667
-0.067
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0.0627
-0.5258
0.4061
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0.2494
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0.4358
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0.8906
1.1322
-0.2087
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1.0582
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-1.1775
0.114
1.8848
-0.7085
-1.7806
-0.269
-0.7985
-1.194
-0.4736
0.1619
-1.1537
1.5255
-0.7548
0.0569
0.0931
-0.086
-0.1266
-0.0758
-1.5245
-1.1519
0.2999
0.0174
-1.2931
-0.5914
-1.0648
1.5943
-1.3196
0.1457
0.7099
-0.1093
0.2168
-0.8409
4.1822
-0.1941
0.1179
1.3649
-0.2849
-0.3034
-0.171
2.7904
-0.7892
-0.8904
1.5362
1.4854
-0.0673
0.5097
1.2612
-0.1467
-1.1246
-0.5295
0.244
-0.7333
-0.4422
0.4084
0.3975
0.572
-0.7068
0.244
1.7494
-0.113
-0.357
0.113
0.9185
1.2594
0.2057
0.0934
0.5965
-0.5069
-0.4957
-0.3018
0.2007
0.5229
-0.1119
1.3927
0.0525
-0.2435
0.0785
0.2641
0.1428
1.9613
0.0422
0.3488
1.2722
-0.1764
-0.3544
-0.6842
1.1288
0.9589
0.1803
-0.4328
-0.4923
0.4608
-0.2466
-0.4698
0.3129
0.0845
-0.0737
1.478
1.3619
-0.4341
0.0959
1.0579
0.1921
0.2314
0.4582
-0.5092
-1.4185
-0.7395
0.9883
-1.0499
-0.7871
-0.3929
0.8433
0.5852
-1.0411
-0.595
0.1208
0.051
-1.605
0.4114
-1.2729
-2.1626
0.4498
2.3304
-0.2247
-0.306
43.1
1
897
41.32
null
Breast Cancer
Breast Invasive Ductal Carcinoma
Moderate
0
Normal
1
null
Positive
2
NEUTRAL
Negative
Ductal/NST
0
Pre
4ER+
null
1
4.092
IDC
Positive
0
ER+/HER2- Low Prolif
46
2
Died of Other Causes
-0.5465
-0.7011
0.6995
0.5182
-0.0749
0.0801
1.8985
-0.6178
-0.4558
-1.2411
0.1812
-0.0352
1.0161
-0.3802
-0.399
0.3658
-0.1289
-0.1318
0.4311
0.975
-0.6259
-1.0309
1.5946
-0.816
-0.5878
-0.7794
0.3468
-0.9426
-0.826
-0.5196
0.421
1.1471
-1.2822
0.5308
2.3486
1.1163
-0.0176
0.2704
-1.5706
0.3428
-0.3261
1.127
-1.301
0.4062
-0.0524
-0.2928
-0.6917
-0.3913
-0.8749
-1.4482
-0.3246
0.7016
0.2973
-0.2526
0.5225
-0.6724
0.3308
0.5083
0.3744
0.4873
0.6576
0.9375
0.6163
-0.5496
-0.3466
0.3675
0.0325
-0.0013
-0.0488
0.2696
-1.0879
-0.6505
-0.1278
0.3575
0.0175
-0.5013
2.7608
-0.7088
-0.3868
-0.8898
1.0596
0.1043
0.5721
-1.5706
0.5666
0.3484
0.2105
0.069
0.0264
-0.1093
0.4316
-1.0122
-0.655
0.1532
-0.2153
0.6252
-0.4906
0.7189
-0.129
-1.3552
0.202
0.1658
1.0305
-0.046
0.3359
-1.4232
1.2213
0.479
1.2325
1.6275
0.8197
0.8411
0.6889
1.1714
0.1738
0.7512
1.4212
0.7783
-0.2713
0.855
-0.7282
0.2269
0.6628
0.8074
1.5398
-0.1501
-0.3761
-0.1325
-0.3949
0.7172
0.518
0.4054
0.668
-0.0666
-0.3608
0.5629
0.9164
0.727
0.2777
-0.2637
-0.9449
1.9915
-0.6027
0.5514
-1.0392
-0.0556
0.7655
-1.3954
0.3098
-0.3263
-0.3194
0.5628
-0.1595
0.0695
-0.7361
-1.0246
0.201
0.8068
-1.0827
-0.3144
0.3889
-0.0891
0.536
-0.7252
-0.0203
1.2901
1.0166
0.2062
0.1323
0.5148
-1.5731
-0.5639
0.171
-0.5322
0.2398
-0.1713
0.9909
-2.0158
-1.2573
-0.1742
0.3255
-0.2925
0.6983
1.1766
0.0639
-0.0354
0.3254
-0.0568
1.02
1.0936
-0.3661
0.3588
-0.6747
-1.0848
-0.1922
-0.2163
1.0338
-0.6063
-0.1448
-1.093
0.727
-0.5397
-0.8663
0.8576
-0.2912
-0.7588
0.2877
-0.0475
-0.948
0.6474
-0.4403
1.0796
-2.3747
-1.0598
0.2248
0.7128
0.1681
1.0282
0.7422
-0.0706
1.0296
-0.2512
-0.0956
1.3102
-1.6082
0.1104
0.0317
-1.3122
-0.3277
1.2515
-0.5181
0.1598
0.5797
0.8518
-0.1288
-0.1477
1.5187
0.7727
-0.1936
-0.3502
0.0224
-1.1223
1.1086
-0.5273
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1.4397
1.1428
-0.6294
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0.2077
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0.4644
0.2034
0.458
-0.3966
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0.5004
-0.4536
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2.1083
0.3227
1.5625
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0.2705
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1.6458
0.2275
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0.3625
1.13
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0.5946
1.3652
0.6982
-0.5811
0.5672
-1.3342
-0.5368
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0.2386
2.9035
0.9341
0.1001
0.5324
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0.9624
1.1656
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-1.8231
-0.2046
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0.0238
0.9972
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0.1984
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0.0516
0.4745
2.5655
0.9194
0.5224
1.1795
-1.1891
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0.2334
0.5794
0.2346
-1.0199
-0.0094
1.9835
0.8814
-1.1402
0.1167
-0.7746
-0.2271
1.7142
-0.8811
-0.3164
1.194
-0.5372
0.1081
-0.097
-0.2955
0.238
1.4846
1.0795
1.1047
-0.6028
0.0885
-0.0938
0.454
0.4027
0.3388
-1.3443
1.0884
0.2359
-0.092
0.2428
3.3599
-0.4345
-0.6636
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0.3796
-0.6016
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0.9404
-0.7026
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0.8973
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0.0932
0.5588
0.1065
1.3252
1.7626
-0.8004
0.1261
-0.0943
0.173
-0.5411
0.6566
-0.9648
-0.0447
1.6215
1.2032
0.2027
-1.788
6.0314
-0.5182
0.4499
-0.0014
0.6461
0.4214
0.1367
-0.3093
-0.2278
-1.7048
0.6641
0.0077
0.0208
-0.8927
-0.6747
-0.9913
-0.2691
-1.0571
-1.056
1.1821
-0.2358
-0.6826
-0.6142
1.3678
-0.3703
0.9838
0.4511
1.4498
-0.6221
-0.3424
-2.1122
-0.1127
1.3754
1.5107
-0.5697
-0.4595
-0.2947
2.5167
-0.3098
-0.6947
-0.8117
1.1969
0.4916
0.3873
0.2753
-0.2854
1.0251
0.0041
0.9509
0.1291
1.0776
-0.8355
0.0253
-0.2253
-0.1309
1.5216
-0.289
0.6519
0.1843
0.8342
-0.8867
1.0967
-0.0999
0.411
-0.5601
-0.5221
0.7425
-0.0495
-0.4393
-0.5356
0.1222
-0.7318
-0.7674
-0.3888
-0.2483
-0.128
-0.1036
-0.751
0.6089
-0.5232
-0.6089
-0.0985
-0.1243
0.0597
-0.5398
0.6195
0.5133
0.0851
-0.7549
1.8701
-0.6424
0.4243
1.6116
-0.6604
0.7309
-0.309
1.4149
-2.0251
-0.0802
1.0914
-0.2164
0.7253
0.1647
0.2743
1.0414
-0.9382
0.8474
-0.6129
0.3717
-0.7678
30.966667
1
899
50.62
MASTECTOMY
Breast Cancer
Breast Invasive Ductal Carcinoma
Moderate
1
LumA
1
Positve
Positive
2
NEUTRAL
Negative
Ductal/NST
1
Post
8
Right
3
4.05
IDC
Positive
0
ER+/HER2- High Prolif
25
2
Living
-0.1285
0.1557
0.0272
-0.3695
0.5732
0.7065
0.5428
-0.5313
0.9001
0.1032
-0.3074
0.5606
0.8871
-0.3119
-0.351
0.533
-0.2145
-0.1671
-0.0554
0.4446
-0.7245
-0.369
-0.0463
-0.1034
-0.24
0.7295
-0.2171
-0.7779
-0.288
0.0915
-0.2582
0.155
0.414
0.4008
0.3775
-0.1469
2.0084
0.743
-0.574
-0.7237
-0.0429
-0.6935
-0.7202
-0.1762
-0.9489
0.0499
0.1879
-0.086
0.6254
0.0045
-0.6028
0.6131
0.5738
-0.0207
-1.4647
0.315
0.476
0.4714
0.7793
0.5931
-0.6173
-0.0846
-0.623
-0.4318
-0.6436
-0.4138
-0.4969
0.9837
0.1837
-0.384
0.0105
-1.5102
-0.59
-0.3508
-1.4261
0.3547
0.5838
-0.7189
-0.1591
-0.5727
0.6828
-0.4085
0.6272
-0.157
0.349
-0.1998
-0.4191
0.0158
0.8896
-0.3883
0.2519
-0.0548
0.0381
-0.4529
-0.2201
-0.6844
0.9854
0.3994
0.152
0.8235
-0.1961
0.3045
-0.6956
0.4205
0.1787
1.0266
-0.3986
-0.3255
0.7985
-0.2784
-0.9952
0.5441
-0.0667
-0.2454
0.2161
-0.195
-0.4936
0.4541
0.5403
0.4202
-0.3317
-1.014
-0.0357
-0.6271
-1.9136
-0.3557
-0.3538
-1.2939
-0.0637
-0.6189
0.0076
0.2522
-0.0585
1.0322
0.0464
-0.1696
-0.5851
0.2051
0.9532
0.5689
0.8848
-0.323
-0.2887
-0.4904
1.4092
-0.0892
-0.6098
-0.7342
1.1561
-0.1579
-0.3062
-0.864
-0.3327
-0.3179
-0.0816
0.2422
-0.0032
0.2119
-0.0937
-0.5574
0.6577
0.4503
2.5799
0.7988
0.7323
0.5206
0.679
1.1994
0.2127
0.1632
0.3407
-0.2852
-1.0776
0.5499
0.0848
-0.6311
-0.7184
-0.212
0.2882
-0.2538
0.1964
-1.0484
0.5059
0.2006
0.0797
-0.2161
0.2512
1.2616
-0.0366
0.1891
-0.69
1.1737
0.1985
0.0499
0.2294
-0.6373
-0.1812
0.481
0.1137
0.502
-1.6594
0.4145
0.1344
-1.6841
-0.8043
2.0407
0.9495
0.3901
0.1932
-0.2258
-0.8853
0.4531
-1.4823
-0.4367
0.0342
-0.7329
0.0745
-0.2591
0.1117
0.0407
1.0223
1.2875
0.4247
0.3563
-0.073
-0.4275
0.1955
-0.7499
1.036
0.0074
-0.3061
1.2498
0.3975
0.0856
-0.2314
-0.5397
0.3549
0.1079
0.2094
-0.8749
1.1146
-0.153
0.1348
0.7118
-0.0655
0.333
0.0545
-0.2904
0.9323
-0.6204
-0.5641
-0.9986
-0.1079
-1.4241
-0.919
-0.721
-0.8704
-0.1025
-0.4059
0.5416
-0.8033
-0.9487
-0.337
-0.2795
-0.8362
0.5245
0.847
0.7488
0.6082
0.0708
-1.1539
-1.9433
-0.8144
-1.2751
0.4193
-0.4347
-0.1784
-0.2669
-0.9504
-0.5283
0.0957
-0.8896
-0.6149
-0.1338
0.2977
0.0145
0.4345
-0.4772
0.8665
-0.3286
-0.2675
1.1119
0.6533
0.6688
-0.9728
0.1768
0.2441
1.4319
-0.6525
-0.3654
-0.2021
0.1359
0.1749
-0.3043
-0.2454
-0.0181
0.2918
-0.2202
-0.2744
0.2783
0.2953
-1.7026
1.1315
0.3209
-0.4044
0.2468
-0.7861
-0.7264
-0.8534
-0.1405
0.0917
-0.6012
0.0976
-0.142
-0.589
-0.1869
1.0269
0.3526
0.6243
-0.5746
-1.2447
1.1591
0.2408
0.6866
-0.4533
1.0467
-0.8643
-0.4041
1.4135
0.3836
0.1184
-0.333
-0.7821
-0.0281
-0.0797
-0.0532
0.3511
1.178
0.2405
1.4465
0.0647
-0.8795
-0.8645
0.1029
-0.0867
-0.3286
0.5627
0.07
0.3566
1.0719
-0.8956
-0.569
0.5442
-0.1273
-0.0077
0.133
-0.1931
-0.2029
-0.6663
-0.2193
1.1183
0.5929
-0.7298
0.4255
0.7331
0.0545
0.0596
-0.0963
-0.4718
-0.1926
0.3497
-0.4945
0.6636
0.9532
0.1591
0.5824
0.0961
0.5188
-0.3924
-1.0704
0.0456
-0.7703
-1.0231
0.5241
0.257
0.2666
-0.6097
0.0832
-0.3946
0.1324
0.7886
0.7488
1.0602
0.7902
-1.0274
-0.0423
1.1164
-0.6033
-0.4887
-0.1867
-0.5247
0.514
-0.2601
0.5591
1.6299
0.3421
0.6056
-0.5938
-0.4358
-0.8618
0.6142
-1.3382
-0.2033
-0.7341
0.1848
-0.561
-0.959
0.7167
0.5685
-0.1495
0.7121
1.2303
0.8266
-0.3954
-0.0364
-0.3357
-0.2372
0.6207
0.5024
1.0446
0.9303
1.7709
-0.8448
0.7202
0.1953
0.1471
-1.097
-0.327
0.5547
0.1464
-0.0134
0.2378
-0.1569
0.8466
-0.0474
-0.6015
-0.7944
-0.7266
1.0942
0.498
1.068
-1.7803
0.5384
0.1601
1.0316
-1.1989
-0.3206
0.8767
-0.6519
-0.6187
0.9165
-0.225
0.2245
-0.3421
-0.5993
-0.7395
-0.9656
-0.2527
-0.184
-0.6546
-1.2149
-0.1851
0.2764
1.2673
-0.9243
1.241
1.6365
0.9355
1.5127
175.8
0
901
68.19
BREAST CONSERVING
Breast Cancer
Breast Invasive Ductal Carcinoma
High
1
Basal
1
Negative
Negative
3
NEUTRAL
Negative
Ductal/NST
0
Post
10
Left
3
5.066
IDC
Negative
1
null
33
2
Living
2.2631
-1.2412
0.8776
-1.3179
-1.0177
2.6302
-0.2798
3.8575
0.8257
-0.6937
0.9483
1.5809
-0.3031
1.2083
1.1647
1.8296
1.7047
0.8579
-1.9337
0.584
-0.7937
4.15
-1.0436
0.3442
0.8316
2.4324
0.804
1.2107
3.8268
1.299
2.979
3.7705
-1.007
0.2881
-1.7099
2.401
0.5779
-0.858
0.4005
1.5901
1.0122
0.3066
2.3312
-0.3
2.6058
1.8968
1.4776
-0.1314
0.2037
0.8757
-1.4222
-1.2755
1.1435
-0.4096
0.8921
-1.5896
0.9331
0.9228
0.5273
-1.7327
-0.1227
0.3701
-0.1777
1.8122
1.8756
-0.6303
0.3586
1.2717
-0.8405
-1.3523
-1.9193
-0.1888
0.4604
-0.9422
1.5718
1.6013
-0.1117
2.8365
-1.6553
-0.139
-0.5241
-1.0391
0.0705
-2.4738
-1.5421
1.3054
-0.6626
-2.1634
-1.8966
2.3243
1.0056
2.3389
2.8681
-1.8585
1.9636
0.4423
-1.5612
-0.7325
2.8964
-0.5761
1.7336
0.3977
0.7921
1.0608
1.8135
-1.4673
1.5405
4.0766
-1.4153
-0.339
1.5253
-1.3725
0.5633
-0.0815
-2.0454
-0.6018
0.8448
-1.3601
1.4161
1.382
2.3985
-1.3795
-1.8453
-1.2014
-0.3809
0.2524
-0.5648
1.4737
-1.4156
0.5454
4.5722
0.1905
0.3923
-0.4257
0.0373
0.4703
0.9117
-0.3015
-0.1397
-1.0704
0.4764
-0.1221
1.5638
-0.1354
0.3171
1.4695
3.1347
-1.9026
-1.3021
-0.5946
-0.7286
-0.5884
0.2506
0.1469
-0.1307
-1.1465
-1.5536
-0.2276
-0.1035
-0.9705
-0.2546
-0.7967
0.0118
-0.3318
4.702
-1.8789
-0.7587
-0.8881
-0.6485
0.1372
0.2396
-0.0408
1.2089
-0.5626
-0.2597
-0.5229
-0.1777
-0.996
-0.0654
-0.208
-0.1196
-0.3186
2.1364
0.0591
1.6938
0.5836
1.1635
0.1762
0.718
-2.3526
-0.1323
-1.1658
0.0199
1.8762
0.4437
1.4287
-1.059
-0.0166
1.8276
1.184
0.1055
0.0837
2.1243
1.7612
2.4617
-0.3316
-0.7093
3.4245
0.2618
1.3186
-0.4495
1.7947
-0.5117
0.5069
-0.0257
-0.5274
1.4075
-0.1489
0.1271
-0.0261
-0.8519
-1.1578
-1.0795
1.7182
1.0432
1.1736
-1.4033
-1.0401
-0.2682
-0.5664
-1.603
-0.1794
-1.6899
0.1254
-0.8975
-0.4539
-1.7693
-2.0873
0.6644
0.8776
0.0725
5.8644
-0.3743
2.4612
1.8497
-0.7764
1.6631
0.1979
-1.5673
-1.6197
0.7617
0.2818
2.2595
-0.7416
0.7865
-1.1894
-0.3589
-0.6708
0.3898
-0.094
-0.7504
0.5485
1.1204
-0.6934
-0.1728
4.1758
-2.69
-1.1557
-0.4039
-0.2873
-1.7359
-2.107
-0.1639
-1.6712
-0.6593
-0.3265
0.6421
0.1782
-1.3348
0.5136
-2.7729
0.3443
-0.7393
1.7852
1.0208
0.4878
0.4753
1.3811
-1.7641
-0.3216
-0.804
0.067
0.2423
3.0866
0.5585
-1.8566
-0.8379
0.4185
0.09
0.4672
1.9538
0.7619
-1.737
2.4604
1.2528
-0.8119
0.7933
0.2291
1.111
-1.8733
0.6078
0.0966
-0.0004
1.8504
-1.3959
-0.9499
-1.1117
0.4898
-0.347
0.5327
-0.7211
-0.4387
0.5636
-0.7871
-0.9564
-0.372
-0.5266
0.8671
-1.3479
-0.4201
0.0285
-0.011
0.2213
-0.9169
-0.6886
-1.4421
-0.4572
1.5741
-0.9473
-0.6835
-1.6542
-0.7029
2.0396
1.9197
-0.8651
-1.655
2.3625
0.4984
2.3776
-1.1761
0.3734
4.3882
-0.301
-0.9419
0.7796
-1.3658
0.398
-0.3764
-1.3408
-1.1633
-3.1772
-1.1391
-0.3828
0.3336
-0.4081
1.4901
-1.2475
-0.4659
2.1102
1.3592
0.5166
-1.0306
-0.293
-1.1881
0.8306
-1.6135
-1.1044
-1.9083
1.764
-0.8074
0.1433
0.1674
-0.4339
-0.6863
-0.9566
-1.6861
-0.5567
-1.2125
1.9721
-1.5999
0.7734
1.1922
-0.1405
-0.1147
-1.5733
0.7444
-2.5184
0.0893
-0.2735
0.374
0.5383
-0.0393
2.066
-0.2663
-0.2843
2.1057
-0.401
-0.0836
2.1011
2.932
-0.5317
0.9961
-0.0172
-0.391
-0.2916
0.7052
-0.4404
-0.1885
0.3759
-0.235
1.526
1.756
1.6354
0.8753
-0.4467
-2.4615
0.0316
-0.6562
-1.3573
-0.0682
-1.2243
-2.2521
-1.1833
0.1026
-2.2932
-0.3458
2.9326
-0.5041
-1.6031
-1.4965
0.6778
1.6579
1.1445
-0.9322
0.0043
-0.3198
-0.6889
-0.2189
1.6743
-1.408
-0.9714
0.2639
2.7576
-0.6833
-0.48
-0.5243
-0.84
-2.6104
1.2436
-1.4394
-0.5078
1.2935
-1.8319
-1.5987
-1.8898
1.332
0.5436
-0.759
-0.942
0.3274
-1.1629
0.9872
-1.0235
-0.2736
-1.4391
0.4841
1.6431
0.9795
-0.4958
1.3158
0.7591
0.3205
-1.0199
-0.1752
-1.5779
-0.4556
-0.5717
-0.2227
-0.8499
136.166667
0
904
83.01
MASTECTOMY
Breast Cancer
Breast Invasive Ductal Carcinoma
Moderate
0
LumA
1
Positve
Positive
2
NEUTRAL
Negative
Ductal/NST
1
Post
3
Left
1
4.044
IDC
Positive
0
ER+/HER2- Low Prolif
22
2
Died of Other Causes
-0.5324
-0.203
-0.3268
0.2655
0.6271
0.4174
0.3011
-0.7035
-1.1145
-1.2177
0.4196
-0.7337
1.8171
-0.1916
-0.511
0.1151
0.2009
-0.0113
-0.1791
0.5088
-0.2646
0.2451
-0.8409
-0.715
-0.344
-0.0981
-0.4177
-0.2136
-0.6116
0.0136
-0.238
-0.4933
0.0531
-0.7237
0.0219
0.3031
0.0892
-0.6828
-0.7286
-0.4147
-0.7242
-0.8046
-0.7252
0.2356
-1.006
-0.5977
0.9624
-0.1542
-0.2019
-0.5854
-1.2578
1.0664
1.1403
-0.0941
-0.8717
0.2128
0.0921
-0.4991
0.4583
0.6264
-0.0463
0.3993
-0.6248
-0.0926
-0.2641
0.1839
-0.204
1.1812
-0.057
-0.116
-0.0371
-0.2879
0.5074
-0.4012
-0.5041
0.0756
1.116
-0.0061
0.0499
-1.2321
0.2473
-0.2186
0.4412
0.9711
-0.1983
-1.0828
0.6665
0.5997
-0.0594
-0.991
0.1826
-0.6675
0.2572
-0.433
-0.4147
0.6745
0.3088
-0.9023
0.6994
-1.5122
0.0067
0.0577
0.1045
0.2344
0.0871
0.4596
-0.0645
-0.2887
0.0541
-0.1909
-1.9668
-0.2099
0.342
0.4564
-0.191
-0.3333
0.2633
-1.3118
-0.9875
0.8515
-0.8851
0.1425
0.1394
0.151
-0.1121
0.9632
-0.1288
0.8314
-0.1551
0.1578
-0.1487
-0.5834
-0.2449
-0.4135
0.6609
-0.411
-0.8666
0.3749
0.7054
-0.2083
0.2972
1.182
-0.2959
0.5835
0.7454
0.3236
0.7428
-0.5893
0.5791
1.3463
-0.1918
1.0526
-0.1772
-0.5884
-0.0546
0.0919
-0.1563
-0.3895
-0.401
-0.5336
0.1596
0.0959
-0.1283
-0.0694
-0.242
0.1438
-0.5863
-0.0835
-0.1761
0.2582
-0.5225
-0.9179
0.1328
-0.3463
0.4557
-0.1186
0.5927
-0.4145
0.3998
0.1373
0.3398
0.455
0.2261
-0.3362
-0.2545
-0.1392
-0.2519
1.6035
0.6437
-0.0204
-0.8329
-0.7604
-0.274
-0.6278
0.1049
0.2722
0.6184
-0.5023
-0.4343
0.3332
-0.5888
1.4111
-0.1698
-0.1145
0.5448
0.3754
1.2973
0.7677
0.6972
0.6619
-0.4107
0.3482
0.7493
0.0882
0.5539
-1.7113
0.1764
0.1599
-0.801
-0.3626
-0.5396
1.0416
0.1388
0.7658
0.4202
0.5687
0.2391
0.0472
-0.5692
1.2884
-0.1575
0.3209
0.6839
0.3335
-0.0977
-0.789
0.6883
-0.1636
-0.54
-0.8272
0.8077
-1.187
0.473
2.3078
0.3059
-1.0515
-0.0375
0.2224
0.6127
-0.9302
-0.6206
0.4773
0.065
0.083
0.3846
0.0976
-0.3915
-0.0899
0.2317
0.612
-0.211
0.2192
-0.6795
-0.3114
-1.0227
0.1804
0.6059
0.6528
0.4857
0.4978
-1.9427
-0.9403
-0.3822
0.2279
0.0258
-0.5495
-1.9246
-0.6264
-0.3698
-0.3379
0.5131
0.0003
-0.1525
0.7804
0.6383
-1.128
0.8941
-0.2845
0.7793
-0.561
-0.4596
-0.0668
-0.3098
-0.2124
1.517
-0.6816
-0.5566
1.4389
0.2479
0.6841
0.1283
1.2946
0.5908
-0.0051
-0.9364
0.0916
-0.2477
-0.1159
0.275
-0.1299
0.2143
-0.0006
-0.0955
2.5612
0.5874
1.4824
-0.9616
-1.2473
-0.7829
-0.3227
0.1068
-0.2121
-0.7586
-0.536
-0.8731
-0.977
0.8313
-0.0229
-0.3196
0.4046
-0.2534
1.4976
0.415
0.3353
-1.0336
0.7335
2.4697
-0.9111
-0.0632
-0.8187
0.4691
0.596
0.031
-0.578
1.7957
1.1299
-0.1861
0.1795
-0.7053
-0.0665
-0.0464
-0.1203
-0.7069
-0.0226
-0.7515
-0.2044
-0.4378
0.1234
0.2786
0.1516
0.3181
-0.1367
-0.1512
0.994
0.1982
-1.5388
-0.8461
-1.0352
-0.715
0.9587
0.5212
0.379
-1.0886
-0.6571
-0.2999
1.1456
0.1796
0.3993
-0.9027
-0.3786
0.6434
0.4084
0.6703
0.6604
0.1699
1.0007
-0.6093
0.0792
0.6849
-0.1725
0.2087
-0.7228
0.4378
-0.0118
0.8475
-0.2352
-0.4255
-0.6725
0.0529
0.1429
0.2741
0.1181
0.6079
0.676
-0.3361
0.1001
-0.5807
0.1746
0.9941
-0.5406
-0.5486
-0.3674
-0.3307
-1.2744
2.2666
0.5872
0.176
-1.2786
-0.6642
0.9657
1.2213
0.1711
-0.4424
-0.7877
0.5301
-0.3264
0.0251
-0.264
0.3859
0.896
0.1095
0.818
0.2448
0.4393
0.5925
-0.3468
-0.3167
-0.2557
0.8036
0.7389
0.1001
1.4472
0.1115
0.8392
0.4612
-0.6215
0.2749
-0.1767
-0.8791
-0.0178
-0.2151
0.0974
0.355
-0.2056
-0.312
-0.7109
-0.1069
0.5237
1.3648
0.8703
0.7511
0.1501
-0.5507
0.2007
0.2171
0.5039
-0.3584
0.2925
0.2159
0.3176
0.7386
0.054
-0.4805
0.4825
2.2989
-0.7636
-0.3318
-0.1164
0.0005
-0.5204
0.0202
-0.4507
0.3489
-0.5244
-0.7694
0.2235
-0.1665
0.6835
-0.1054
144.7
1
906
70.6
MASTECTOMY
Breast Cancer
Breast Mixed Ductal and Lobular Carcinoma
High
0
claudin-low
1
Negative
Negative
3
NEUTRAL
Negative
Mixed
1
Post
4ER-
Right
0
4.056
MDLC
Negative
1
ER-/HER2-
28
2
Died of Other Causes
-1.3099
0.5189
-0.0017
-0.6901
0.5023
0.9528
0.5642
-0.3239
0.2611
0.103
0.3557
0.2938
-0.7142
-1.09
-1.1242
-1.7854
-0.3378
-1.1181
-0.6145
0.8623
-0.7523
-0.0523
0.5148
0.0037
-1.3597
-1.0122
0.296
-0.9338
-0.7833
0.2778
-0.6843
0.4033
2.2644
0.6547
1.94
-0.9587
5.3228
-0.6799
1.6357
0.2819
-0.2605
1.3095
0.1353
0.1606
-0.7003
-0.1068
0.7107
-0.6306
0.8118
1.7704
0.9764
-0.1668
1.6042
0.5317
0.0182
-0.6095
-0.5543
-0.2366
-0.6829
-0.2851
0.4212
-0.5025
0.0716
-1.2198
1.0206
-0.4881
0.2941
-0.2665
0.8997
1.5209
-1.4529
-0.0661
1.0464
3.1272
-0.9557
-1.7183
-1.477
0.8382
-0.4732
-0.2265
-0.3573
-1.5849
0.9809
0.3207
0.4708
-0.3387
0.7577
-0.4553
0.511
0.031
0.0106
-0.4178
-1.8836
0.5007
1.2665
-1.4536
0.5049
0.3046
1.8374
0.1458
-1.2304
-1.3337
0.4483
1.6742
0.0872
-1.2691
-1.2404
0.4123
0.0979
0.8447
-0.1145
-0.2765
0.0299
2.1323
0.9756
0.939
-1.353
0.3969
-0.2631
1.0231
0.2875
-0.3681
-1.0761
2.3134
0.4034
-0.892
0.0165
0.3727
-0.5801
-0.1948
4.4103
-0.127
-1.6427
-0.855
0.2347
-0.3067
3.2975
2.6287
-0.9551
-0.1945
-0.3999
-0.6299
-0.1883
-0.2031
1.4247
2.416
0.2756
-0.9094
1.8861
-0.2998
-0.3931
1.21
1.3114
-1.5907
-0.1197
0.6847
-0.5304
-1.4516
1.1104
-0.7475
-0.44
-0.2708
-0.5313
1.9512
0.8181
1.504
0.8703
1.1349
-0.4589
1.0697
-0.1698
-0.0318
-0.4625
-0.5401
-1.1809
-0.8239
-0.7858
-1.5416
0.1209
0.28
-0.3378
-0.0215
-0.8846
0.8815
0.7402
0.9851
0.4734
-0.5336
-0.1975
-0.8335
0.6402
-0.3091
1.3855
0.7621
-0.3229
0.2908
-0.2972
0.1499
-0.5854
0.6769
0.4601
-0.6071
-1.4814
-0.4015
1.9433
-0.517
0.3859
1.5903
0.3499
0.7915
1.2655
0.2398
2.2177
-1.2175
0.7889
0.1788
-0.3971
-0.364
0.4225
-0.1959
-0.1398
0.0525
1.0252
-1.0195
0.5198
1.37
0.2467
0.1759
-0.7363
0.1497
1.5815
0.5631
0.3067
0.2347
-0.2248
-1.6253
0.2271
1.4214
-0.1918
-2.6637
-0.4411
-1.3362
0.6469
0.5391
-0.6529
0.1424
-0.7996
0.6258
1.043
-0.9943
0.8281
0.5968
0.4499
-1.3043
-1.0366
-1.0476
-0.9231
-0.1197
0.4654
0.8814
-0.0776
0.0562
-0.1052
-1.5689
2.1757
0.6342
-0.6127
0.961
0.4971
-0.5045
-1.4766
-0.4882
0.8727
0.7908
-0.5433
-0.9668
0.2386
-0.8264
0.4902
0.7401
-1.9025
0.8419
-0.0771
1.1852
0.3832
1.4597
0.3567
1.2881
0.6542
-1.2506
0.2445
-1.5222
-1.2754
1.5768
0.5002
1.638
-1.1777
0.7069
0.2508
0.5856
0.2381
-1.4085
-0.9055
0.9369
-0.4507
0.2248
-0.6817
-0.5609
-0.2235
0.4938
-1.1348
1.2483
0.056
-0.0624
-0.4415
0.1674
-1.0894
1.4279
0.5197
-0.9632
0.3435
0.8765
1.6402
0.5246
-0.5857
0.1616
-0.5405
0.5619
-1.6382
1.417
0.7338
1.3047
-0.3378
0.1777
0.6049
-0.7051
-0.8286
0.8253
-1.1506
-0.8454
-1.1518
1.275
2.0634
-0.4598
0.1799
-0.0847
0.4825
0.7831
0.1002
0.9224
0.0427
-0.3796
1.4632
0.2405
-0.7866
-0.3468
0.9429
-0.7643
-0.7846
0.1266
-1.1749
1.0254
-1.5481
1.3574
-0.2863
1.2473
0.7342
-0.4743
0.2002
1.4526
0.4454
2.1191
0.6872
-1.5547
0.4501
-1.2805
-0.5108
0.7895
0.0306
-0.4391
0.9148
-0.9377
-0.5875
1.5057
-1.1001
0.2011
-0.0037
-0.8255
0.3177
0.2466
1.4503
-1.1676
0.6032
0.5245
0.3149
0.0453
-2.0621
0.1551
-2.9199
0.3017
-0.184
-0.2964
0.7598
-1.0511
-1.0002
0.3862
0.4923
0.2258
0.7103
-1.9305
-0.0898
0.3351
-0.9078
-0.8331
1.1966
-0.7099
0.5217
-0.1777
-0.5835
0.0784
0.4888
-0.6192
-0.2158
-2.3402
0.6607
-0.2764
-0.6046
-0.8791
-0.2104
-0.9171
0.3872
0.2025
-0.0737
-0.3319
0.7114
-0.5663
0.3026
1.9597
-0.2782
1.2088
-0.2415
0.8598
0.4941
-0.6433
0.558
-0.2408
-1.2819
1.4986
0.1942
0.5966
0.4749
0.5908
0.6567
0.3359
1.2236
1.3419
-0.6887
-0.5315
0.2944
-1.2306
1.1299
-0.9462
0.4572
1.3338
0.4597
0.5977
-1.1182
-0.4827
0.6787
-2.2685
-0.2942
-0.9325
0.54
1.3008
0.504
-0.1656
-0.61
-0.3553
-0.8672
0.7791
-0.4875
0.435
1.1794
-0.2984
-0.3374
-0.0825
-0.4946
-0.1185
0.1932
63.866667
1
2,513
57.96
BREAST CONSERVING
Breast Cancer
Breast Invasive Ductal Carcinoma
High
0
LumA
2
Negative
Negative
2
GAIN
Positive
Ductal/NST
0
Post
5
Left
0
3.04
IDC
Negative
1
HER2+
20
1
Died of Disease
-0.9559
1.4572
-0.5999
0.0508
-1.1042
-0.8334
-0.1969
-1.1955
-0.8405
-1.0031
-1.0592
-0.9846
-0.2778
0.31
0.6103
1.0189
0.7018
0.8524
-0.6263
-0.0109
-0.6413
-1.3039
-0.4671
-0.141
0.0034
0.0152
-0.5173
-0.7596
-0.5129
-0.9551
0.4908
-0.0057
0.3552
-0.0249
-0.3647
-0.6927
1.354
0.9646
-0.0549
-0.066
0.2814
1.5696
-0.0604
-0.285
-0.5777
0.1137
-0.5372
-1.5837
-0.179
-0.2072
-0.0964
-1.4919
-1.9311
-0.6817
-0.642
-1.4776
-1.1606
-1.015
0.0789
-0.5071
2.9295
0.4952
-1.5007
-1.6
-0.2354
0.2556
-0.3543
-0.4362
-0.189
0.61
-0.7833
-0.8076
-1.2081
-0.8072
-1.7789
0.7371
-0.7814
1.1477
-0.0598
1.2699
-0.9064
-0.7687
0.0999
1.0838
-3.2352
-1.4953
0.2724
-1.4522
-0.9965
-0.354
-0.2033
0.0093
-0.4943
-0.2723
0.1409
-1.2346
-0.2283
0.0698
-1.0921
-1.1325
-1.6728
0.1254
-1.3246
-0.1375
0.4145
0.8925
0.0931
0.1377
1.1683
1.0025
1.2935
2.2736
-0.8221
1.1169
-0.0682
-0.3769
-1.5277
1.3737
-0.8679
-0.7464
-0.7049
0.1234
-0.954
-0.095
-0.8756
0.0851
0.0406
-0.3133
0.4577
1.161
-0.0001
-0.4757
-0.4472
-0.9064
0.4016
-1.6849
-0.0539
0.5271
-0.0832
0.0328
-0.9542
-1.1238
-0.1623
-1.0173
0.8569
1.3524
-0.1718
1.0121
0.8354
0.4607
-0.8776
0.5516
0.4719
0.8258
0.3292
0.5528
2.3559
-0.2407
-0.8388
0.3601
-0.6306
-0.7038
-0.3308
2.1363
-0.6282
-0.1953
-1.5168
0.1403
0.0727
0.3781
-0.1605
0.2967
1.3609
2.2911
-1.4184
1.4287
0.7512
-1.0068
0.4673
0.6782
-1.2635
-1.5693
-0.0497
-0.3672
-0.0547
-1.2312
3.6846
-0.6887
-1.9044
-0.0021
-0.511
0.7005
0.1479
0.3618
1.472
-1.2555
0.0713
-0.7459
0.2901
0.1918
-0.1787
-1.0155
-0.1779
-0.3617
2.2224
0.3327
0.5035
-0.041
0.3996
0.2653
1.2581
0.9822
-0.752
1.1268
0.6076
0.582
-0.6155
-1.1312
2.4076
-0.4295
0.4024
0.6959
0.1794
0.1181
0.2407
-1.2013
-1.1963
-1.0763
-0.6054
-1.4382
-0.1527
1.6809
0.3982
-0.7346
0.3493
-0.2289
-0.3106
0.5613
-0.5729
-0.3206
-0.598
-0.2592
-0.1645
-0.6124
0.4055
1.0239
0.0295
-0.4725
0.7539
2.3841
-0.2546
-1.6022
-0.7598
0.0994
0.7837
-1.0011
-0.916
0.1028
0.3388
-1.2512
4.312
-1.5859
-0.2939
0.9674
-0.5252
-1.1196
0.4531
2.5922
0.746
-0.0975
1.4229
-0.7231
-0.0833
0.3484
-1.0517
-0.5274
0.1789
-0.6226
-0.3388
0.3102
-0.8985
-0.6242
0.2351
-0.4811
-1.4798
-1.1985
0.3185
-0.8543
-0.9358
-0.9125
1.0692
0.2589
-1.2569
-0.2455
-0.2704
-0.3628
-0.4033
0.8211
-0.0834
-0.0146
-0.6789
-0.5995
-0.652
-0.35
0.882
-0.1111
-0.7164
0.7355
1.9173
-0.0547
0.6313
1.3081
1.2342
0.0943
-0.0434
-0.1334
1.2883
0.537
0.6863
0.6614
-0.1616
-1.9596
-1.1707
-0.5067
1.2968
0.9331
1.5058
-0.3151
0.2471
-0.7956
-0.3271
-0.2752
-0.1987
0.7787
-1.9263
-0.0652
-0.183
0.3541
-0.5784
-1.085
-0.5698
-1.182
0.2727
3.4868
-0.4898
0.5597
-0.5651
0.9761
1.7529
-2.8782
-0.6176
1.202
-0.5791
-0.1838
0.6178
-0.5756
0.015
0.7584
0.3646
-0.7277
0.4529
0.8181
0.1156
0.231
-0.0078
-0.9774
0.547
-0.4025
-0.0115
-0.6869
0.1881
0.8957
0.3738
1.7508
-2.0905
-0.2623
0.1185
0.8389
0.3598
-1.4269
1.5177
-0.3915
0.0765
-1.1622
1.5298
-0.4121
-0.3633
0.1284
0.7903
-0.624
0.3557
-1.3374
-0.8027
1.4606
-0.1387
-0.7167
0.9475
-0.5936
0.1793
-0.7769
-1.3051
-1.0018
-1.0292
0.9011
0.8115
-0.6324
-0.9263
1.6483
0.279
0.4604
-1.2055
-0.93
-0.1267
1.4749
0.3038
0.2504
-2.1709
-0.768
-1.0705
2.8739
-1.5803
1.1669
-0.4408
-0.2964
-0.0744
0.1288
0.5006
1.2436
1.1379
-1.9568
0.1741
0.6776
0.0201
0.4004
-1.231
0.1186
1.2895
-0.126
0.756
0.7536
0.2268
0.4484
0.609
-0.2249
-0.1144
1.7441
-1.0425
-0.1229
1.5771
0.0946
0.0927
1.2184
-1.0763
-2.2091
-0.5346
2.1613
0.285
-0.8192
0.9525
-0.4216
-0.4142
-0.1176
-0.0834
-0.4364
0.6335
1.0193
-1.0874
-0.3286
-1.2772
0.8929
0.7055
-0.4366
-0.1703
-1.4709
-0.2571
0.6818
0.8126
0.2342
0.7261
1.0545
1.2233
0.6252
-0.2022
-0.8374
-0.8369
-0.2616
-0.7472
-0.4232
-0.1055
59.7
1
2,517
60.29
MASTECTOMY
Breast Cancer
Breast Invasive Ductal Carcinoma
Moderate
0
Her2
2
Negative
Negative
3
GAIN
Positive
Ductal/NST
1
Post
5
Right
0
4.03
IDC
Negative
0
HER2+
15
1
Died of Other Causes
-1.041
-0.4042
0.81
0.9754
-0.9477
-1.0692
0.0624
-0.9261
-0.2207
0.0632
-1.6707
-0.1059
0.252
2.071
0.0122
0.0419
0.6949
0.5684
-0.8227
-1.4978
-1.3166
0.2115
-0.5081
0.6474
0.4597
1.6135
0.4205
-0.6578
-1.1158
-1.0492
0.1594
0.1345
0.7722
0.1538
1.2979
-0.929
-0.9966
0.3377
0.4044
0.8282
0.8003
0.9247
1.7696
-0.0644
0.2634
0.087
-0.3321
-1.1804
0.3108
1.1538
0.7698
-1.5905
-0.7076
-0.9363
-0.3938
-0.6492
-1.2573
-1.2243
1.9883
-0.208
-1.1527
0.2545
-1.1997
-1.6258
-0.0084
-0.1727
0.8291
-0.3034
-1.8476
0.1086
-0.4596
-1.0778
-0.7466
-1.6804
-1.0361
1.4393
-0.9696
-0.3613
-0.8904
-0.0613
-0.1127
-0.2137
0.7378
0.7285
-2.5432
-1.4206
-0.8556
-1.6245
-0.2197
-0.0343
0.9205
-0.0565
-0.3733
-0.8672
-1.1943
-1.9305
0.3557
-0.0461
-0.5299
0.0552
-1.6485
-1.1777
-0.7864
-0.2123
0.5475
0.1514
-0.0921
-0.2962
1.639
-0.5172
0.0736
0.7444
-0.2185
-0.2354
1.1246
-0.9542
-1.4578
0.3257
-0.7576
-0.5008
0.4019
-0.6561
-0.9262
-0.1776
-0.8375
1.6812
-0.1992
-0.5893
0.192
-0.3631
-0.4976
-0.3491
-0.9238
-0.7933
1.0372
-1.2665
-1.1741
1.2304
-0.2684
-0.593
-1.1741
-1.5322
0.0766
-0.6281
1.0009
0.8906
-0.6812
0.9282
0.881
0.1911
-1.176
-0.4084
0.0657
1.1418
-0.7191
1.0655
2.7212
-0.6876
0.366
0.7476
0.7256
-0.9911
-0.4503
1.3449
-0.457
0.4581
-1.0744
0.2425
-0.6283
1.0892
-0.3848
1.5199
0.6801
1.1053
-1.5862
-0.0067
3.441
-1.2566
0.3811
0.6424
2.7028
1.5291
-0.4363
1.2011
0.8378
-1.0682
-0.4842
-0.6247
-0.4019
1.9302
-1.3579
-0.3677
1.7968
1.923
-0.641
-1.1116
-1.2266
-0.937
1.7702
-0.4836
1.3458
0.5002
-0.4938
-0.2279
5.372
3.2866
0.3491
1.999
1.6506
-0.0096
0.7058
-1.0177
-0.5415
1.3168
-0.3213
-1.0185
-0.7404
-0.1887
0.0267
0.4906
-1.0985
-0.6428
1.9907
0.9345
0.38
0.8652
0.3893
-0.7632
0.1783
-0.4635
-0.1813
1.5316
0.2457
-1.7733
-0.3856
0.4662
1.0892
1.0303
-0.4674
-0.6588
0.667
-1.1791
-0.8025
-1.3227
0.4219
-0.5046
-0.7476
0.4771
0.661
0.2307
-0.3567
-0.6178
-0.2892
-0.3496
-0.9685
-0.6613
-0.3546
0.2966
-0.0754
-0.3419
1.0799
-2.1083
-0.8561
-1.3736
1.6372
-0.2522
-0.0702
0.2391
0.9503
-0.6873
-0.5271
-2.11
0.3455
-1.0258
-1.4612
-0.2405
-0.8811
-0.3049
-0.9593
1.5474
-0.7383
-0.9323
1.5238
-0.149
-1.5603
-0.872
0.7428
-0.0439
-0.5357
-0.5225
0.7819
0.4635
-2.0699
0.2572
-1.6735
-0.4833
-0.2687
0.8038
-0.348
-0.3505
-0.9178
-1.664
-0.839
0.7839
-0.3935
2.3608
-0.5142
-0.9947
-0.3746
-0.6897
0.7229
-0.3894
0.8191
-0.2644
-0.9665
0.5898
1.155
3.932
-0.7349
0.9344
0.8008
-1.0615
-0.4729
-1.3026
1.1824
1.1011
-0.1389
0.1964
0.9789
-0.5217
1.5656
0.0897
0.7076
0.3831
0.0069
0.9997
-0.7443
-0.0099
-0.6911
-1.0083
0.9586
-0.4755
-0.7198
1.174
0.4121
0.0273
-0.6942
-1.1748
-0.3068
-0.9479
-1.4936
0.032
0.3852
0.4246
0.6007
0.4343
0.1457
0.6302
-0.6469
0.9866
-0.0304
0.106
-0.5831
-0.637
-0.1575
1.0262
-0.2433
-1.3083
-0.9787
-0.2901
-1.1975
-0.7204
0.9697
2.3209
-0.7793
0.072
0.5067
0.7515
0.6389
-0.5801
1.7818
-0.5627
0.726
-0.2764
1.5474
-0.7448
-1.209
-1.2733
1.2041
-0.2438
-0.6485
-0.19
-0.2835
2.1519
0.0373
0.1836
-0.6865
-0.3663
0.6091
-0.7813
-1.772
-0.3379
-1.7273
0.9663
-0.1439
0.4805
-1.0584
-0.1563
0.9434
-0.7551
-1.206
-0.8891
0.4334
-0.4994
-0.0921
-0.8439
-2.3666
-0.1071
-0.4253
-0.2751
-1.4196
1.3733
-0.3278
-0.039
0.1834
1.7241
0.8111
0.3772
0.5959
-3.123
0.8474
0.1665
-0.3105
-0.8894
-0.7297
-0.2464
-0.2641
-0.9092
0.079
0.1397
-1.6799
-0.1755
-0.5932
0.345
-0.3719
-0.1455
-0.5458
-0.2284
0.5724
1.0152
0.9144
0.1648
-0.018
-0.6956
-0.6478
-0.1665
-0.2491
0.3672
0.6126
0.7137
-1.5659
0.186
1.2316
-1.3561
0.2063
-0.2308
-0.6639
0.7341
-0.2614
1.0352
1.2326
-1.4917
0.5986
-1.6989
-0.8406
0.2856
0.509
0.2256
0.039
-0.5137
1.1099
-0.4226
-0.4778
0.8012
-0.838
0.3436
-0.224
-0.3209
-0.037
268.433333
1
2,536
54.11
BREAST CONSERVING
Breast Cancer
Breast Mixed Ductal and Lobular Carcinoma
Moderate
0
LumA
2
Positve
Positive
1
GAIN
Negative
Mixed
0
Post
3
Left
0
2.03
MDLC
Negative
0
ER+/HER2- Low Prolif
15
1
Died of Other Causes
-0.3079
1.0584
-0.3975
1.7714
-0.4751
0.6734
-0.3477
-1.6633
0.2857
-0.1114
-0.1895
-0.9091
-0.3937
0.3763
0.6208
-0.171
0.1486
0.261
-0.4966
0.1807
-1.2258
-1.0604
-0.9017
-0.4431
-0.8649
-0.8162
-0.5766
-0.7998
-1.611
-0.5303
-1.5284
-0.1276
0.7045
0.2991
1.7267
-0.1835
0.5259
1.6748
-0.661
-1.4137
0.5854
-1.2358
-0.9129
-0.2419
-0.7394
-1.178
-1.0118
-1.1887
1.5851
-0.1336
0.2192
-1.8287
0.9499
1.1913
-0.3725
-1.0758
-0.1608
-1.7976
1.0673
0.9693
-1.0317
1.0962
-1.0151
-1.8109
0.0015
-0.3067
-0.2549
-0.5504
-0.5837
-0.7746
-0.7001
-0.2376
-1.3768
-0.3741
-0.6578
0.57
-0.2921
0.4425
1.4082
1.1979
0.6117
-1.5129
0.301
-0.3374
-0.935
-0.7325
-0.0917
0.3036
-0.9409
-0.8412
1.3913
0.0698
-0.4898
0.8105
-0.001
-1.2663
-0.1115
0.2559
0.3065
-1.1906
0.5425
0.3088
-0.428
-0.3092
-0.948
0.0398
-0.1594
-0.5118
2.1878
-0.947
0.6465
2.8306
-0.3733
1.3616
-1.8787
-0.3391
0.2479
0.2064
0.4898
-1.2801
-1.5042
-0.4058
1.5659
-1.48
-0.7827
0.374
0.346
-0.5301
-0.1851
-0.1562
0.245
0.1856
0.0826
-0.5664
1.6696
-0.3991
-0.2708
0.3414
-0.1731
-0.9126
-1.0627
-0.4635
-0.8805
-0.1846
0.6664
0.2457
2.1303
-0.1324
2.2825
1.0977
-0.2778
1.6041
-0.0124
0.8289
-0.969
2.7036
-0.2955
-0.2617
-0.0181
0.1683
-0.3903
-1.042
-0.6208
0.6754
0.7196
1.672
0.626
0.3515
-0.7676
-0.242
-0.0063
0.2144
-1.1977
1.9222
0.4975
-0.4762
-3.8043
0.6713
0.8516
-1.0962
0.2172
0.1579
0.0962
-0.1158
-0.7441
-2.09
-0.3272
0.4758
0.3179
1.6976
-0.8101
0.6883
1.0646
0.1919
0.0591
-1.1565
-0.7551
-0.5427
0.4055
-0.0826
1.0197
-0.8576
-0.4178
-1.4492
-0.1836
0.3746
0.6715
0.1858
1.8383
0.0814
-0.9238
-1.1878
0.1363
1.4338
1.187
-0.7158
-1.5094
-0.5906
-0.505
-0.7613
0.4253
0.8977
1.3739
-0.545
-0.6124
0.2846
0.519
-0.683
-0.0182
0.2878
0.3949
1.7223
0.9237
-2.0875
0.039
1.3779
0.8669
-1.3354
-0.3328
-0.1552
-0.3587
-1.3793
-0.4923
0.0655
-0.8491
2.0138
0.9416
-0.537
1.0971
0.7362
-1.3292
-0.4654
-0.299
-1.0803
-2.0614
0.8568
1.0049
0.2706
-0.8549
-0.3467
0.8629
-0.2538
-0.3904
-0.415
-0.2632
0.2067
1.1921
1.182
1.5428
0.5724
1.0575
-2.4237
-0.8012
0.4681
0.1178
-1.2347
-0.5704
-0.8035
-1.5178
-0.9558
-0.1511
-0.2919
1.5556
0.1102
-1.1684
-0.9009
2.038
1.1133
1.7656
1.1061
1.3913
0.4381
-1.663
-0.3178
-0.1337
-0.4523
0.1015
0.1875
0.1025
0.2671
-0.7988
0.6603
0.5577
-0.4216
0.5956
0.6411
-0.1787
-2.0962
0.2964
1.2289
0.5397
0.7915
-0.022
0.4801
1.4018
1.4089
0.9551
0.2456
-0.8019
2.0754
1.8575
0.1112
0.0381
-0.3965
-0.3769
1.6902
0.761
0.0417
0.7098
-1.7236
0.541
0.9479
-0.3187
1.3682
-0.9622
0.0801
0.0565
-0.9354
-0.1384
-1.0677
0.0522
0.7298
1.8037
-0.8239
2.667
1.1675
0.2246
-0.0981
-0.0526
0.4761
-2.2397
1.0679
-0.4675
-0.8553
1.0585
0.4682
0.2248
0.5184
1.1565
-0.4051
1.3714
-0.7494
1.0876
-0.0118
-0.2779
0.324
-0.3209
-2.1364
0.6263
-0.4181
0.7272
-1.1001
1.089
3.2655
-1.2474
-0.0761
0.0897
1.8346
-0.0601
-0.8339
1.3975
-0.2349
1.6948
0.3831
0.9416
0.695
-1.8076
0.096
-0.1345
-1.1338
0.4991
0.4882
0.1688
1.978
0.0947
0.6942
1.0215
0.4356
0.9324
-1.1403
-0.7705
-0.6715
-0.9923
1.8052
0.9501
-0.9218
0.4262
1.0864
-0.6539
-0.2109
-2.7038
-2.8969
0.5675
0.1836
0.9032
-0.5982
-1.7828
0.1954
1.034
-0.3557
-1.0423
0.2013
-0.443
0.7473
-0.0722
0.5198
0.8981
1.2995
1.4186
-0.4011
0.9975
0.8151
0.2978
0.8568
-0.5721
0.5061
-0.8875
0.3731
0.3995
1.4258
-0.0038
2.8748
-0.6094
-0.5157
-0.0124
0.3333
-0.8933
-0.3161
-0.6071
-0.3184
-1.2521
0.6134
0.4787
-1.7118
-0.8848
-0.406
-0.1987
0.709
0.3662
0.0043
-0.1992
-0.1713
-0.3671
-0.3675
1.0787
0.298
-1.9888
0.8163
-0.8892
1.5236
2.5583
-0.1361
1.8871
1.0373
-0.3295
-0.2703
-1.0661
-0.648
1.7106
-0.84
1.1137
-0.5783
-0.5313
-2.6268
-0.8923
0.1989
0.2139
0.2349
-0.6532
47.9
1
2,556
62.59
MASTECTOMY
Breast Cancer
Breast Invasive Lobular Carcinoma
Moderate
0
claudin-low
2
Positve
Negative
2
NEUTRAL
Negative
Lobular
1
Post
4ER+
Left
1
4.04
ILC
Negative
0
ER-/HER2-
20
2
Died of Other Causes
-1.2307
2.3877
-0.5347
1.492
-0.5945
0.2345
-0.8149
-1.3435
-0.7825
-0.7235
0.4503
-0.3721
-1.3921
-0.2954
-0.9266
-1.7549
-1.0755
-1.0849
-1.7953
0.0522
-1.6655
0.0015
0.0752
-0.6905
-2.1761
-1.7072
-0.1832
-0.4932
-1.1577
-0.569
-0.9256
0.7982
1.6812
-1.3125
1.3907
0.3821
0.7327
0.9283
-0.8515
0.2245
-0.4733
0.7923
-2.4695
1.4205
-0.9068
-0.8261
-0.1661
-0.9198
1.4652
-0.8566
0.5596
-0.6648
-1.2159
0.5225
-1.2534
-1.7289
-1.3154
-0.8104
-0.0978
0.0007
-1.2149
0.8918
-0.5644
-1.6524
-1.2715
2.327
-0.6208
-0.6377
0.3531
0.6234
-0.8632
0.763
-0.9961
-1.4877
-1.6593
-0.0137
-0.1669
3.3969
-0.7404
1.6303
1.3797
1.5899
-0.3538
0.4899
-0.7923
-1.0304
-0.2594
-0.2913
-1.2834
2.2113
1.4435
1.2846
1.0645
0.7709
0.6386
-1.1385
-1.1339
-1.8309
0.6093
-0.2347
-1.044
-0.7542
-0.3494
2.4916
-1.0116
-0.6309
0.1184
-0.0162
1.038
1.0451
1.0487
5.323
-1.3439
3.4369
-1.6663
-0.143
-0.0232
1.1362
-0.6576
-0.197
-1.7839
-0.3363
-0.8501
-0.9183
1.3088
0.5027
2.1463
-0.4431
0.3509
0.1977
0.5442
0.9632
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0.7886
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-0.445
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-0.8052
-1.275
-1.2179
-1.2576
-0.6608
-0.3926
1.2022
2.2019
0.7
2.3847
1.8755
0.9272
-0.1588
-0.3106
2.2877
-0.3045
-1.2272
1.309
-0.726
-1.6391
-0.4472
2.8423
-0.8162
0.2885
-0.6965
2.4256
4.3303
1.2065
0.0846
0.1491
-0.2931
-0.6303
-0.6066
0.3914
1.3595
0.3285
-1.2551
-0.2367
0.7554
-1.0664
0.8994
-0.254
2.1468
0.9063
1.2266
-0.3585
0.3635
-0.2463
0.2373
-0.0116
0.4467
0.7114
1.3776
1.455
-0.1277
0.871
-0.3508
-1.5185
-0.1816
-0.5029
1.8341
1.8511
0.5705
-1.139
0.0973
-0.9061
0.2537
0.3434
-1.4751
-0.0184
-0.2511
0.0495
-0.1395
0.1405
0.3515
0.5741
4.7806
0.0172
-0.3541
-0.2958
0.019
-0.0011
11.064
7.5412
-1.3417
0.4864
0.4187
-1.1601
0.4443
-0.6007
-2.206
-0.4271
-1.0465
2.333
2.0357
-1.8014
-0.3315
1.1179
0.4093
0.0687
3.1632
-0.8288
-0.3435
-0.3227
-0.3876
-0.7012
-0.5727
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0.8111
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1.2899
0.6056
1.2041
-1.1307
-2.2246
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0.0872
1.0612
0.7414
1.7453
-0.3953
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0.2225
-0.792
-0.6089
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0.7785
0.0357
1.715
1.3337
0.9696
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1.2928
-0.9798
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0.1901
-0.4762
-0.025
0.6137
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-1.6132
-0.1881
-0.4658
-2.053
1.1413
0.4803
-0.588
-1.0755
-0.6727
0.5763
-1.1727
-0.8036
0.011
-0.106
-1.4647
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1.2672
0.4558
-0.836
0.1893
-0.7744
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0.2667
-0.5979
1.1546
1.6869
-1.3527
2.688
3.0711
0.1036
1.1107
0.1977
0.4324
1.8051
3.56
1.718
-0.0994
0.8514
0.0578
1.0986
-0.3996
-0.4824
1.2499
-0.3353
0.9581
0.468
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0.1487
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1.7303
-0.6873
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-0.4945
-1.0254
-0.7167
-1.1844
-0.236
-0.2306
-1.6855
-0.0903
0.3304
0.2018
0.6566
0.4754
1.2047
0.3551
-0.5454
0.7692
-1.4126
0.8755
-0.0878
-0.2653
0.4055
2.0764
0.4372
0.1869
-0.0691
2.0538
-0.2957
-0.0664
-0.3546
-1.112
-0.5601
-0.4772
-0.6846
1.1189
0.0556
1.0425
0.7118
-1.8458
-1.8023
-0.6653
1.5174
-0.0548
-0.3211
1.247
0.0656
0.5499
0.5493
1.0535
-0.062
0.7987
-0.3891
-1.0711
-0.5245
0.8452
-0.7507
0.7547
0.1705
1.0407
0.8454
0.1078
1.4926
0.3537
0.0892
-0.7468
-1.1816
-1.942
1.546
-1.9426
0.1293
1.1248
-0.7165
-0.6869
0.1041
-0.0705
-0.6915
0.3081
5.8521
2.3954
0.3908
-1.9003
0.8996
-0.8067
-0.2216
-0.8823
-0.7757
-0.0601
-0.3636
-0.1669
-0.32
0.9767
1.6514
1.743
0.4173
1.7335
1.7068
1.1742
0.6055
-1.3693
1.7907
0.3305
1.2039
-0.7684
0.7522
-0.7387
0.0697
-1.1823
-1.2673
-0.1152
11.5864
2.0362
-0.1309
-1.5087
-0.0294
-1.2531
0.8612
-0.4217
2.5228
0.2327
-0.3329
0.7703
-0.3566
-1.3264
-0.6581
0.4942
7.4637
0.2902
-0.0721
0.4939
0.1544
-1.9741
-0.9526
-1.8923
0.4669
1.4457
-0.9468
1.3321
-1.1574
-0.5973
0.6611
1.1291
-1.3548
1.8727
1.252
0.0832
0.8953
-1.1024
0.4623
-0.5548
-0.3972
-0.4837
-0.3431
-0.576
220.9
1
2,564
52.98
BREAST CONSERVING
Breast Cancer
Breast Invasive Ductal Carcinoma
High
0
LumA
2
Positve
Positive
1
NEUTRAL
Negative
Tubular/ cribriform
0
Post
8
Left
0
2.02
IDC
Positive
1
ER+/HER2- Low Prolif
10
1
Living
-0.8902
1.1388
0.4167
1.5446
-0.6717
2.8112
-0.2872
-0.611
-0.4033
-0.3084
-0.7927
-0.0324
0.1767
0.0976
0.5679
0.3657
0.2785
-0.0136
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0.0481
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-0.1594
-0.1994
0.614
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0.3982
-1.0584
0.9368
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0.1465
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0.0308
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0.0216
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0.7629
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1.0858
0.9394
0.1595
0.3702
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0.886
0.2157
-0.1962
0.5863
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0.4963
1.1967
-0.2439
1.1244
1.3449
0.2596
-0.5644
-0.1388
0.5094
-1.1116
-0.8616
-0.0548
-0.4989
0.4971
-0.2827
2.3982
0.1447
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0.6539
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0.5347
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-1.0617
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0.4197
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1.4757
0.5024
2.1376
0.1953
-0.0796
1.0592
-0.4696
0.4188
-0.8305
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-1.3672
0.4916
1.0595
-0.719
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0.9895
0.6557
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0.9422
0.1681
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0.3235
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0.4065
0.5907
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0.6627
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0.3054
0.1563
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0.1739
0.1712
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0.2226
1.0253
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0.3301
0.7547
-0.6449
0.6196
-0.4313
0.4426
-0.2014
1.7382
-0.0771
-0.5467
0.1037
0.2021
-0.8229
0.6185
0.185
-0.1293
-1.5265
-1.5884
-1.0325
0.1001
-0.7157
1.9677
-0.3701
-0.2418
0.0281
0.7563
1.2956
0.7449
-0.1603
-0.4512
0.956
-0.077
-0.3172
-1.6288
-1.2393
0.3224
-0.1546
1.9474
-0.5573
0.9692
0.3743
-0.4261
-0.6314
-1.228
-0.1958
-0.6657
0.7129
0.3115
0.7921
-0.1425
0.8166
0.6279
-0.1425
-0.0629
0.3503
-0.4259
-0.0598
0.9682
-1.1468
-0.252
0.8442
0.6253
0.9304
0.076
0.6848
0.0926
-0.7276
-1.3709
0.5347
0.1838
1.05
0.4229
-0.7357
-0.798
1.7632
-0.0843
0.1983
-0.1637
-0.7871
1.5676
0.7611
-0.7573
-0.2756
0.5167
0.8216
-1.1123
-0.0148
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0.5719
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1.1922
0.7329
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0.2951
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0.4665
-1.128
0.4342
1.3899
-0.0748
0.6812
-0.4634
0.5993
-1.5219
-0.7542
-0.1178
0.9244
-0.0884
1.6086
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0.7699
1.3252
1.4276
0.0926
-0.4909
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-0.0277
-0.7056
-1.5084
0.5586
1.5206
0.3281
0.6634
-1.1872
-0.9526
0.1601
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0.844
0.5984
0.4755
0.1928
0.4461
-0.4275
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-0.7094
0.4052
0.8015
0.6896
1.3115
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0.0396
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1.1666
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0.2345
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0.0966
0.9819
0.3518
1.3809
1.3385
0.0225
1.0299
0.5382
1.848
0.2058
0.3885
2.3568
0.9827
0.5579
-0.6175
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1.3715
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0.5824
0.413
0.0146
0.1875
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1.4263
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0.0268
0.3303
0.3004
1.1918
-1.0873
-0.083
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-1.2694
-0.3291
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0.2647
-0.7416
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0.4025
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0.0404
0.0981
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0.8758
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0.7152
0.8781
0.4555
-0.076
0.1618
1.1857
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-0.5525
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-0.4608
-0.6826
-0.3389
0.0918
0.1525
0.5478
-0.1181
2.0182
-1.4643
0.5231
-0.0032
1.0372
-0.7626
-0.3707
0.5355
-1.3398
1.2236
1.2494
0.9753
-0.0729
-0.3025
0.1871
-1.0982
-0.581
0.4077
0.2649
1.553
0.3087
0.7049
-0.1809
0.4191
-0.0505
0.6206
0.0636
-0.4541
0.4043
-0.7802
1.2794
0.3225
-0.7343
-1.226
0.5158
0.1813
0.0403
-0.6226
0.0012
-0.6177
0.7366
-0.3045
0.197
-1.0463
-0.34
-0.4978
-1.3286
-0.3664
-0.0989
-0.3398
0.6775
-0.7601
-0.1003
0.7006
1.4815
0.3458
0.968
0.3981
1.098
0.1327
-0.124
-0.4677
0.0749
-0.1864
0.1701
0.3245
0.803
-1.2397
-0.3521
0.6291
1.9385
-1.7364
0.8888
-0.0392
-0.4532
-0.9055
-0.2095
-1.7666
0.6795
-0.1874
-0.8498
1.6344
-0.3768
-0.1028
0.7288
0.7704
0.5778
0.1307
0.5707
0.4752
-0.5619
0.146
-0.2111
-1.356
-0.1659
-0.9232
0.5261
1.5455
-0.9745
0.4553
-0.0342
0.1243
-0.1052
0.3425
0.9258
1.3373
-0.5399
-0.1095
0.7496
0.4715
-2.198
-0.1021
-0.3669
-0.0473
-0.7353
2.4604
285.433333
0
2,610
58.99
MASTECTOMY
Breast Cancer
Breast Mixed Ductal and Lobular Carcinoma
Low
0
LumA
2
Positve
Positive
1
NEUTRAL
Negative
Mixed
1
Post
8
Left
1
3.05
MDLC
Positive
0
ER+/HER2- Low Prolif
25
2
Living
-1.6145
-0.4204
1.036
1.7676
-0.9689
-0.6792
-0.812
-0.8397
-1.462
-0.3292
-1.2508
-0.543
0.5001
0.3682
-0.0373
1.5908
0.5214
0.1247
0.9223
-0.2783
-0.3529
-1.9214
-1.0744
-0.6353
-0.4157
-0.3104
-0.9323
-0.9023
-0.921
-0.8144
0.0607
0.0079
-0.0887
0.2941
0.5012
-0.3103
1.7753
2.1608
-0.7528
-1.8686
0.0768
-0.8155
-0.128
1.492
-1.174
-1.5301
-1.7843
-1.4695
-0.6869
-1.6638
-1.5742
-0.6475
-1.0526
1.0102
-0.799
-0.5438
-0.9044
-0.6006
1.4102
1.0844
-0.5917
1.2913
-1.403
-1.0139
-0.8049
0.0377
-0.1343
-0.6573
-0.5336
-0.6809
0.3162
0.29
-1.4818
-1.4725
-0.7631
1.1828
1.0668
0.4174
-0.7648
1.7854
-0.1376
-0.8812
-0.6482
0.2191
-1.9848
-0.3931
0.3808
-2.5499
-0.7125
-1.1773
-0.1455
-0.6431
0.4701
-0.5814
-1.0126
-1.5089
0.7191
1.6296
-0.7895
-0.3149
-1.4878
-0.0997
-1.1491
1.4547
0.0034
0.1733
-0.228
-0.455
0.7577
0.0325
1.6305
2.1433
-0.4477
0.2955
-1.941
-0.7523
-1.9968
0.2222
-0.9548
-1.3904
-1.5245
1.0284
0.3535
-0.8428
-0.4723
-0.4165
-1.192
-0.2275
1.091
0.5643
0.3279
-0.6298
0.6586
0.7987
0.8255
1.1704
-0.0354
0.8273
0.5988
-1.4028
-0.4674
0.0916
-0.555
-0.6991
-0.4804
0.3462
-1.2754
1.1229
-0.5127
-0.0028
0.0098
1.2596
-0.1866
1.4351
-0.8311
0.0789
-0.0885
0.2274
0.1107
0.1789
0.0389
-0.2285
0.0381
0.8154
0.5352
-0.0917
-1.2196
-0.8629
-0.7424
-1.0045
1.0772
-0.5802
-0.4284
1.1555
-0.5156
-0.579
1.1485
-0.4428
0.849
0.0727
1.5915
-1.4148
0.4352
-0.6457
-0.4135
-2.264
-0.946
0.986
-0.4463
0.7827
-2.0192
0.9038
-0.7117
-0.7018
-1.3071
-1.4044
0.0161
-0.549
1.9127
-0.3172
-0.4363
0.0751
-1.6946
0.0717
-0.1711
3.0988
-0.6509
-0.3951
0.6409
-0.8373
-0.9299
-1.0236
-0.1567
1.7575
-0.7635
-1.628
1.0437
-0.0156
-0.3026
-1.522
0.7618
1.0612
1.1225
0.73
-1.1924
-0.7108
0.1707
-1.1202
-1.2068
0.0046
-1.6429
0.9014
-0.6798
-1.1277
-0.1237
0.5248
0.7801
-1.0825
-1.3044
-0.2138
1.4549
-0.6365
-0.4658
-1.2996
0.0435
2.0674
1.351
0.2118
0.679
-0.2937
-0.9662
-1.6659
-1.3168
-0.2283
-0.9191
-0.8776
0.6626
0.2601
0.2836
0.2269
-1.2282
-1.9601
0.6239
0.3375
0.1015
-0.4866
0.7389
-0.2296
0.3976
0.0134
-0.1902
-1.3247
-0.8445
-0.5679
0.5307
-0.6465
-0.4308
-0.4543
-0.958
-1.0583
0.7633
-1.63
2.2647
-1.3991
-1.2359
-0.9878
0.636
-1.8257
-0.4015
1.0549
1.3574
-0.7516
-1.6287
-1.0708
0.7534
-0.6002
2.2755
0.8879
0.3078
-0.8035
-1.0021
-0.7875
0.2847
0.4742
-1.0561
-0.6389
-0.0581
-2.0984
0.0778
-0.1615
0.1065
1.0508
0.4647
0.5351
0.0811
-0.2721
0.7276
-0.6422
0.0285
1.6497
0.8008
-1.6337
-1.5705
-0.9828
-0.3601
-0.5993
0.5537
-0.4689
1.0991
0.662
-1.5545
-1.3179
-0.6496
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-1.9562
0.0101
0.5432
-0.7175
1.1422
-0.0276
1.2495
-0.8626
-1.3285
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0.4859
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0.166
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1.4759
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0.8912
1.5548
0.1904
-0.1801
0.5709
0.3786
0.7034
-0.7717
-0.5809
1.145
-0.3944
0.9564
-0.2393
-0.7336
-0.3566
-0.4998
-0.5134
0.864
-1.106
-0.8402
2.5986
-1.6839
-0.7244
0.102
0.995
-0.1515
-0.4422
0.1245
1.1142
0.3252
0.6157
1.9391
-0.0623
0.0255
-0.3179
-0.5118
-0.4528
-1.0369
1.0141
0.9493
-0.7987
-0.7689
0.216
2.0808
-0.0347
0.04
-1.211
-0.4001
0.15
-0.2588
1.1146
0.4731
-0.4752
-0.0009
-0.7157
-0.9243
0.5951
-0.95
-1.5504
-0.26
-0.0269
2.9494
0.877
-1.9389
0.7874
-0.4063
-0.7349
-0.5964
0.3318
-0.2532
-0.0642
0.4565
-0.5627
1.0059
1.2638
0.3339
-0.4004
0.8181
0.6941
0.5371
0.3784
-1.1131
1.1851
-0.6882
0.9553
0.8878
-0.4356
-0.1587
1.6225
-0.5262
-0.2663
0.6518
-0.2373
-1.0768
-0.3022
-0.8742
0.0578
-0.4306
1.7323
0.2433
-0.7483
-1.0627
0.9488
0.4388
0.655
1.5919
0.125
-0.0163
-0.6701
0.1483
-0.6118
0.5444
-0.401
-1.222
0.6942
-0.2131
0.3253
1.1629
-0.3666
2.017
-0.8138
-0.2252
1.9707
0.435
1.3493
1.0133
-0.6123
1.0497
-0.0394
-0.0852
-1.12
-0.9406
-0.7135
-0.2218
-0.5727
-0.3988
280.7
0
2,613
59.63
MASTECTOMY
Breast Cancer
Breast Invasive Ductal Carcinoma
High
0
LumB
2
Positve
Positive
3
NEUTRAL
Negative
Ductal/NST
1
Post
1
Left
0
4.04
IDC
Positive
0
ER+/HER2- High Prolif
20
1
Living
1.196
0.1927
0.2776
0.059
-1.0058
-0.4198
0.5568
1.5718
-0.4414
1.5492
0.3936
-0.0262
1.765
2.05
0.2894
0.9852
3.2386
2.3253
-0.0697
0.655
1.4973
0.8209
-0.1523
-0.2452
0.358
2.4426
0.2725
4.7702
0.3012
-0.4844
2.5684
-0.6672
-0.0514
0.4061
-1.048
-1.2463
-0.3484
0.7594
-0.0317
0.9291
-0.5028
1.1606
0.9361
-0.9546
-0.0568
-0.0844
1.4136
1.3242
-0.031
0.5707
1.1016
-1.5033
-1.1654
-1.2401
4.3223
-0.8749
1.3235
-0.0424
0.7537
3.149
-1.3544
1.7591
1.4151
-0.8119
2.3322
-1.0575
1.4709
0.3193
0.7542
-0.3531
-0.139
0.8808
-0.7539
-0.991
1.3514
0.1398
1.8336
4.8063
0.3469
-0.3299
-0.5713
-0.9869
-1.0607
-1.6097
0.0336
-0.2631
-1.0226
1.1331
-0.9976
-0.0821
2.6981
0.8346
1.6764
0.0055
-0.3626
-0.183
-0.667
0.3273
0.79
0.0576
-0.3103
2.1479
-0.0928
-0.5966
1.785
-2.4213
-0.4439
-0.3577
1.957
-1.2103
0.9086
1.2357
-0.5815
-1.3964
-0.2633
-0.7793
-0.3523
0.6091
-1.7758
-0.8863
1.1385
0.6083
-0.3799
-1.0418
-0.4492
-0.6467
-0.6882
0.249
0.0787
0.0042
0.6074
-0.22
0.3185
0.562
-0.2236
-0.0242
0.4675
-0.4307
0.7141
2.0471
0.8989
0.612
-0.0013
-0.0219
-0.2843
0.6953
1.4887
-0.6101
-2.2695
-0.3201
0.1824
0.4916
-0.8812
2.0816
-0.5264
-0.0297
0.0217
1.5618
-1.1858
1.5437
0.7
-0.6337
1.8373
0.2106
-0.4107
-0.7929
-2.1524
0.2661
-0.9283
0.0943
0.6499
0.7771
-0.5423
1.2113
3.6131
-0.3625
-0.6482
-2.0094
0.1585
0.9306
0.751
-1.319
-0.7071
0.1151
0.2842
0.0044
0.7998
-0.8478
0.1847
-0.7573
-0.8748
-1.3215
-1.0189
-1.0471
-0.0431
0.1805
0.6724
-0.2429
7.3941
-1.2752
2.2537
0.229
0.6596
-0.2799
-0.3838
-0.655
-0.6037
0.2843
2.5228
0.4437
0.0875
-0.3522
0.5367
1.5225
-1.0768
0.3482
0.8444
-0.3827
-0.2829
-0.1518
-0.8215
-0.0152
-1.236
1.3154
0.7231
-1.1677
-0.7688
-0.9566
-0.7539
0.0073
-0.3343
0.5177
-0.8499
-0.8258
-0.9486
0.8129
-2.0681
-0.7992
-0.4955
0.0859
0.2915
1.3637
-1.2334
-0.3789
0.492
1.4696
0.2939
-1.1676
-1.2192
0.563
0.5225
0.6252
-0.3846
-0.4774
0.0898
-1.1382
-0.839
-0.2344
-0.8083
-0.5599
-1.2079
-0.0009
-0.8618
-0.8472
1.5134
-0.7164
-1.0846
-0.958
0.2436
-1.1793
-0.5265
-0.5138
-1.1656
-1.2212
-1.2111
-0.2321
-1.826
0.0094
0.0435
1.0313
-0.6091
-1.0744
0.7673
-1.193
0.6898
0.4009
0.2606
-0.4524
-1.4257
-1.3833
-0.9443
-0.1971
-0.2005
-0.6624
0.1506
-1.3937
0.0981
-0.444
-0.744
0.2035
-0.395
-1.6149
0.3196
0.1487
-0.6528
-1.686
0.0318
-1.4294
0.0614
-1.8276
0.2565
0.0002
-0.3765
-0.8235
-1.114
-0.0996
2.6175
0.7336
1.0725
0.7696
-0.9341
-0.9013
-2.2973
-2.6662
-0.6938
0.4608
-0.6172
-0.559
0.2086
-0.2771
0.5637
-0.3741
0.0065
0.2261
-1.3483
-0.853
-1.1361
-2.3076
1.2743
-0.0204
-0.4353
-0.7954
-0.2729
0.5373
0.0674
-1.1855
-1.1056
0.2848
-0.4075
-1.1057
-2.1864
0.6945
-0.9844
1.6662
2.3687
1.2104
-0.435
0.2074
-0.6761
-0.2721
-0.6234
-0.3772
-0.0072
-0.7508
11.3959
1.0658
-2.2529
-0.213
-0.983
-0.2375
0.5712
0.716
0.6779
-1.2702
0.4467
-1.3155
-1.4012
-0.2858
1.3043
0.2697
1.2168
0.486
-0.8316
-0.5015
1.2828
-2.3242
-0.4198
-0.6216
-0.1075
-0.635
1.2392
1.0946
-0.5671
1.4149
-1.142
0.0493
1.4619
-0.2624
1.1089
-0.459
-0.6371
-0.5294
0.4424
0.5145
-0.825
-0.2643
0.5787
-0.5923
0.2627
0.4768
-0.4161
-1.3706
0.5206
-0.7094
-0.5352
1.838
-0.782
-0.2169
0.5794
-0.8361
-0.3915
0.5411
-0.3537
2.8557
1.2979
1.7634
1.6584
0.7823
0.0021
-1.2279
-0.3179
-0.8532
-0.3059
1.443
-0.5325
-0.2403
1.5766
0.5235
-0.2131
0.0964
-1.5596
-0.2885
-0.5583
-0.7315
-1.7307
-0.7961
0.8205
-0.6853
0.2602
0.411
3.7097
1.9345
0.1836
-0.0675
-0.6241
-0.832
0.2575
-0.0149
1.5576
0.5004
-0.8031
0.43
0.0485
-0.6949
-2.0628
0.4909
2.2449
1.5923
-0.5863
0.6027
-0.2895
1.1105
-0.1434
-0.7646
-0.6754
-0.192
-0.811
-1.7027
-0.4455
-1.1677
0.4436
0.2059
-1.7716
-1.2462
-0.9545
-0.8722
-0.6017
-0.0438
-0.7501
163.4
0
2,614
43.72
MASTECTOMY
Breast Cancer
Breast Mixed Ductal and Lobular Carcinoma
High
1
LumA
2
Negative
Positive
1
NEUTRAL
Negative
Mixed
0
Pre
7
Left
10
4.03
MDLC
Positive
0
ER+/HER2- Low Prolif
15
3
Died of Disease
-1.1427
-1.0414
1.8637
1.3807
-0.4855
-0.0324
0.1629
-1.1197
-0.8696
-1.1172
-0.3817
0.4201
-1.2508
0.1329
0.5468
0.7023
0.3794
0.7408
0.9696
-1.7023
0.2398
-2.3376
-1.427
-0.0253
0.2582
0.1352
-0.5698
-0.2445
-1.0125
-1.1724
0.1586
-0.689
-0.7326
-0.41
0.2077
-0.653
-0.0618
0.7128
0.4769
-1.081
0.6333
-1.019
0.5239
1.2447
-0.6813
0.6368
-1.0613
-1.7453
-0.4047
-0.5144
-0.8009
-0.4221
0.4642
-0.4046
-1.0367
-0.2801
-1.2858
-0.8591
1.0945
-0.249
-2.1044
1.5536
-1.6426
-1.3386
-1.0665
-0.75
-0.4894
-0.1541
-0.8369
-0.2167
-0.3895
-0.6827
-2.5471
-1.0574
-1.1768
0.2394
-0.5876
0.7931
1.2605
0.689
-0.4311
-1.1557
1.1754
0.7295
-2.6321
-2.0685
-0.3695
-1.6537
-1.4147
-0.6578
-0.4673
-0.9163
-0.1033
0.629
-1.4246
-1.0509
-0.2452
1.3119
-0.8777
-0.1661
-1.7348
1.6138
-1.6773
-0.0763
0.5233
0.6954
0.0659
-0.4471
0.6915
-0.4139
0.1439
0.655
-0.5124
1.5825
-1.6237
-0.0257
-0.5333
-1.1814
-1.0004
-1.8684
-0.6809
1.5957
0.272
-0.2098
0.2054
0.8997
-0.8024
0.2741
-0.6821
0.1773
-0.9842
-0.8428
-0.7635
1.3052
0.7231
-0.8186
-1.8394
1.3499
0.4008
-1.1682
-1.3214
-1.8462
-0.336
-0.3777
-0.0187
0.0576
-0.1111
-1.1973
0.1824
0.095
-0.8163
-0.248
-0.1439
1.0533
-0.0096
0.2675
-0.4459
0.2429
-0.0123
-0.3031
0.5392
-0.6505
-0.1984
0.5425
-0.4662
-0.408
-1.8242
0.0929
-0.853
-0.2311
-0.629
0.1576
-0.5401
1.299
-0.7286
-0.6673
-1.4965
-1.1353
0.2938
0.246
-0.1739
-0.0176
-0.0189
-0.566
-0.639
-1.8737
0.2124
1.5354
-0.0711
0.5911
-1.8324
-1.1285
-0.461
-0.2077
-0.1799
-1.1774
0.1051
-0.4209
1.3795
0.1398
-0.4938
-0.82
-1.2632
0.7024
-0.0458
0.1544
0.0487
-0.461
-0.4379
1.0589
-0.0435
-0.8552
1.5286
2.1387
0.0762
-1.5164
0.6538
-0.0944
-0.2409
-0.2516
-1.2139
-0.1666
0.5296
-0.2046
-1.0706
-1.7935
0.4646
0.5431
-0.7864
0.1118
-1.262
0.9828
-0.0132
-0.8642
-0.7086
1.2076
0.7008
-1.2133
-1.1272
-1.3209
0.1881
-0.2228
-2.0659
-0.0172
-0.4407
0.2063
0.6333
-0.3996
-0.4048
0.1694
-0.2978
-2.0566
-0.7372
-0.5282
-0.9327
-0.6444
0.914
-0.5253
0.2554
-0.5565
-1.5081
-1.14
0.3827
0.2922
0.1819
-0.2175
0.6143
2.019
0.0748
0.1366
-0.761
-1.4586
-1.2165
0.3341
0.1508
-0.0073
-1.928
-2.4096
-1.5325
-0.1791
0.0609
-0.6042
1.3414
-1.3423
-2.2251
-2.1679
-0.4858
0.017
-0.2573
-0.8026
-0.1587
0.6667
-2.3563
-0.7418
-0.9766
-2.3726
-0.7565
0.5338
-0.8977
-0.5988
-0.9499
-0.9415
0.3859
-0.6794
-1.5436
0.0835
-0.9294
-1.4052
-0.3804
-1.6266
-0.3564
0.0834
-0.1944
-1.8858
0.0067
0.6487
1.8535
-1.5606
-0.01
0.8111
0.6706
-1.5653
-1.7997
-1.3685
-0.3433
-0.0026
-0.1941
0.1413
0.7916
0.5969
0.6789
-0.6069
0.3738
0.0815
-2.0309
-0.1361
-2.2013
-1.6523
1.6696
-1.4001
0.4776
-0.331
-0.4725
-0.6395
0.8727
-0.0361
-0.4924
-0.6611
-0.1867
0.0862
-0.747
-0.6819
-1.4009
2.1814
1.2472
-0.0224
0.0516
0.3386
0.0991
-0.6426
0.3643
-1.0194
-0.1106
-0.3192
-0.1874
-0.0597
-0.4322
-1.0342
-0.3405
1.1262
-0.5328
0.3259
-0.2792
1.2963
-0.4093
0.3292
-0.5701
-1.1847
1.4076
-0.2618
0.5494
0.5452
0.1981
-0.9983
1.0992
-0.2313
-0.7047
0.8968
0.3357
0.1025
0.0857
-0.3652
0.0459
1.3507
-1.0717
-1.0224
1.1841
0.2979
0.5775
-0.2158
-2.694
-1.727
-0.6755
2.0071
0.5668
-1.4156
-0.675
0.2809
-1.0623
-1.0642
-1.4595
-1.1548
1.7586
-0.3237
1.0413
-0.151
-2.5525
-0.0876
-0.8359
-1.044
0.1008
0.3992
-0.3668
-0.2209
-0.3638
-0.2343
0.5081
1.366
-0.1743
-0.5588
0.5736
0.9486
0.3742
-0.5745
-0.6788
0.3059
-1.391
1.4451
1.0811
0.3952
1.0637
-0.062
-0.3574
0.9898
-0.8347
0.86
-0.8418
-0.2339
-0.7718
1.479
-0.1525
1.0078
-1.2419
-1.015
0.1015
-0.4491
0.8367
0.2372
1.3808
0.9229
1.8318
-0.0818
-0.0815
0.0752
-0.1738
0.6302
-1.6776
0.3729
0.0561
1.9265
-0.1378
-0.2488
0.5108
0.0213
-0.4838
0.3005
0.5201
0.4688
0.4915
-0.776
1.0932
-0.1905
-0.2431
-0.2852
-2.1933
-1.9921
-0.6886
-0.1067
0.9113
64.933333
1
2,616
65.07
BREAST CONSERVING
Breast Cancer
Breast Mixed Ductal and Lobular Carcinoma
Moderate
0
claudin-low
2
Positve
Positive
2
NEUTRAL
Negative
Mixed
0
Post
4ER+
Left
0
3.036
MDLC
Positive
1
ER+/HER2- Low Prolif
18
1
Died of Disease
-0.9329
1.1164
-1.1097
0.2347
-0.5833
1.1465
-1.0595
0.0083
-1.1373
-0.2807
0.2201
-0.9673
-0.3718
0.0824
-0.2878
1.552
0.9589
-0.0863
-0.7333
0.9682
2.1248
-1.44
-0.3831
-0.1763
-0.6619
-0.1303
-0.9247
-0.5521
-1.1106
-0.7363
1.266
0.3022
1.2045
1.2433
1.2506
0.6959
0.9272
1.6024
0.9513
-1.5512
-0.8682
-0.0088
0.3719
-0.0011
-1.2628
-0.7493
-1.0553
1.392
0.0289
-0.9218
-0.9878
0.1216
0.0202
0.5209
-0.9566
-0.062
0.6988
0.368
1.6141
0.0138
-1.5252
2.826
0.5521
0.041
0.1886
0.7068
-0.4415
0.8172
-1.0381
-0.5496
-0.8514
-0.6891
-1.7772
-0.4537
-0.8281
1.1367
-0.1109
0.4001
-0.3486
-0.4324
0.181
-0.1482
-1.5074
-1.2345
-0.3567
0.666
0.0479
-1.1544
-1.7123
-0.5854
-1.1645
-1.016
-0.3454
0.133
-0.0533
0.1954
-1.3201
0.6501
1.5008
1.1692
-1.1778
1.66
-0.9954
-0.4415
-0.9774
0.48
0.4447
0.2254
1.8037
-1.1984
0.9378
1.4747
-2.1775
1.0686
-1.0876
-0.0651
-0.8215
-0.1188
-1.5626
-0.2454
-1.2569
1.8008
-0.3934
-0.882
0.1795
0.9822
-0.3163
-0.4029
0.5093
1.1872
-0.445
0.7602
0.7726
-0.8767
0.5599
-0.6544
-0.9528
0.2314
1.2923
1.6468
0.8403
0.0217
-0.714
-0.2486
0.983
1.667
0.2976
1.034
-0.1329
0.9874
-0.9513
0.0526
0.3234
2.192
-0.6897
0.2669
-0.8375
-0.7504
-0.1908
2.5433
2.4562
-0.3867
1.029
1.2691
0.6522
0.1736
-0.0251
0.0166
-0.8683
-1.8446
1.0648
0.3558
-0.2707
3.1002
-0.2788
-0.6311
1.2048
0.392
0.3957
0.2468
0.5432
0.065
1.7828
-0.5552
-0.1582
-0.8212
-0.8836
-0.9664
-0.2101
1.1355
-0.2613
0.2924
-0.5772
-0.7937
0.4297
0.4312
-0.6102
-0.2782
0.8564
-0.4134
1.5235
-0.2956
-1.171
-0.2675
-0.1848
1.574
0.3068
-0.3145
0.6738
0.9502
-1.0361
0.9146
0.4279
2.2897
1.4401
-0.7092
-0.213
0.1184
-1.0003
-0.1931
1.5176
0.3009
1.5834
1.9443
-0.6913
-1.5876
0.2662
-0.926
-0.3438
1.0652
-1.425
2.0036
0.4794
-1.7936
-0.4352
0.0023
1.1018
-1.0583
0.5608
-1.071
-0.0771
-0.4287
-1.0327
-0.5301
0.6495
-0.043
2.2835
-0.877
0.0389
-0.7194
-0.6816
-0.6634
-1.672
0.8395
0.1563
-0.2799
1.08
0.6336
0.2022
0.3077
-0.8058
-0.6573
-0.5904
1.2237
1.3206
1.4983
1.7019
-0.2309
1.285
1.2942
0.4067
-1.1094
-1.0866
0.2323
-0.5585
-0.7126
-1.2837
-0.6734
-1.1851
0.5086
-0.316
-1.496
2.3617
-0.7844
-0.4731
-1.609
0.3026
-0.62
0.16
-0.2672
1.6569
0.3287
-0.8155
-0.5477
-0.0979
-0.1632
0.3963
0.4318
0.5549
0.2411
-0.5896
-1.3552
0.3426
0.3252
0.5231
-0.8822
-0.2723
-1.5676
1.5818
1.2848
-0.628
1.8709
1.3388
-1.0164
0.5972
0.301
0.2326
-0.123
-0.0772
0.0532
0.7219
0.0569
-1.4461
-0.515
-1.3124
-0.6278
1.003
-0.5909
-0.3224
-0.7303
-0.4547
0.2621
-0.5831
1.0669
-1.8841
-0.289
-1.1031
-0.7349
-0.6713
-0.9435
0.4613
0.8694
-0.2856
-0.9111
0.2703
1.842
-0.2026
-0.0679
-0.2231
0.6243
-0.6988
-0.0685
-0.1967
-0.6915
0.734
-0.629
0.4739
0.5393
1.7172
1.1162
-0.552
-1.6094
1.5633
-0.861
0.2235
0.9899
-0.8607
-1.3215
-0.5486
0.0041
-0.3398
-1.6798
-0.8509
0.7557
-0.6936
0.3553
0.4552
0.9759
1.3883
-0.8179
1.9625
-0.526
0.9713
-1.1744
1.7832
-0.6644
-0.8123
-1.6125
0.3961
-0.8578
-0.1814
-0.48
1.0295
0.743
-0.1476
-0.1837
0.3516
0.4739
0.7354
-1.7059
-1.0281
-1.7425
-0.0888
2.3978
-0.8005
0.7964
-0.4636
0.7663
0.2643
-0.1955
-1.3756
-1.2605
0.8275
0.9842
0.5211
4.0683
-1.0201
0.6108
0.9026
-1.4331
-0.4395
-0.2243
0.2004
0.6472
-0.875
-1.3603
2.0055
2.094
0.1091
-0.6669
0.1035
1.3251
1.253
0.5855
-0.7009
0.3561
1.5471
1.9374
0.2979
1.3744
-0.0434
0.6251
0.5565
-0.7644
0.561
-0.579
-0.5223
-0.4793
-0.7207
1.3676
0.0166
2.6523
0.3059
1.1318
-0.0984
-0.116
-0.2322
0.4054
0.6998
-0.0562
-0.2139
2.2328
-0.0131
-1.1491
0.1748
2.2945
-0.7132
-0.2437
0.5578
0.0414
2.4903
1.1542
-0.5606
-0.6142
0.0938
0.6028
-0.6079
-0.0184
2.3109
-0.1048
0.3594
-0.0886
0.022
-0.577
-1.9449
-1.2648
0.3318
0.5345
-0.4061
219.166667
1
2,617
63.3
BREAST CONSERVING
Breast Cancer
Breast Invasive Ductal Carcinoma
High
0
LumB
2
Positve
Positive
3
NEUTRAL
Negative
Ductal/NST
1
Post
4ER+
Left
0
4.036
IDC
Negative
1
ER+/HER2- High Prolif
18
1
Died of Disease
-0.6406
1.4253
0.1406
1.426
-1.7859
0.7544
-0.1393
-1.1167
0.5268
-1.4842
-1.4228
0.4802
1.1221
0.7658
0.2384
1.9885
0.4663
-0.5185
0.0942
-1.0131
-0.0449
-1.1658
-0.5676
0.2394
1.7269
1.5324
-0.3709
-0.0378
0.3295
-0.2881
-0.565
0.1966
0.2934
-0.0718
0.5255
-0.8451
1.5628
1.9743
1.5841
0.0634
0.3183
0.2693
-0.2919
-0.694
0.7457
-0.2471
-0.7641
-0.9083
0.2333
1.0709
0.5547
-1.5841
-1.2839
-1.1661
-1.8241
-0.4691
-0.7701
-0.9928
0.3086
0.2947
-0.2781
0.7787
-0.0029
-0.7458
-0.9296
-0.8707
-0.2899
-0.7114
-0.1512
-0.6392
-0.8991
-0.0237
-0.8869
-1.8
0.1047
1.7115
-0.7919
-0.43
-0.0428
2.1709
-0.916
-0.9154
-0.229
-0.6656
-0.7726
0.0167
-0.0127
-1.3328
-0.5826
-1.0395
1.2024
-0.7787
0.0751
0.4687
-1.2855
0.0794
-0.843
1.6109
-0.0263
-1.1105
-0.844
0.7161
-0.6323
-0.3778
0.1254
0.1756
-0.0527
1.0353
1.2522
0.0497
-0.1155
1.1902
-0.0661
-0.4374
0.1763
-0.6843
-0.1954
0.3621
0.2905
0.2189
0.0549
1.7427
0.0618
0.1838
0.539
2.2119
-0.7392
-0.3304
1.3318
0.2961
0.5624
-0.4307
-0.3871
0.5661
0.1509
0.1781
0.7638
-0.1598
0.654
0.3297
-1.1753
-0.6959
0.7578
-0.4106
-0.0153
1.7896
0.0348
-0.3559
-0.3065
0.1849
-0.6036
-0.3613
-0.1735
1.4805
-0.4348
-0.1389
-0.9457
-0.1652
0.0634
-0.1066
0.2201
-0.2822
-0.7124
0.544
1.2473
0.052
-0.5983
-0.5375
1.7756
-0.0898
-0.4342
1.057
1.3087
0.9103
-0.6291
-0.2197
-1.9713
0.697
0.3914
0.0238
-0.1671
0.7218
-0.2912
0.3249
0.1682
-2.4833
-0.9755
0.0367
-0.984
1.5507
-1.4695
0.3208
-0.4889
0.5957
0.0682
-0.6105
0.0872
-0.6663
1.108
-0.6012
0.1481
-0.0614
-1.3562
-0.1664
0.1971
0.6142
0.6624
-0.1071
0.2819
-0.8562
-1.001
-0.7697
-0.6061
0.883
0.3737
-3.6719
2.0477
0.2679
-0.2737
0.6183
-0.0295
-0.3828
0.4913
-0.0875
0.1347
-1.3722
0.1066
-0.1786
0.2159
-0.2304
-0.7512
0.7059
0.0863
-1.0842
-0.4457
0.3093
0.162
0.3081
-0.6046
-0.6534
-0.1718
0.41
-0.5342
-0.1406
0.7585
0.99
0.0835
-0.6425
0.6148
0.2576
0.3379
-0.6508
-1.405
-1.7464
-0.1326
-0.5849
-0.9648
0.0101
0.8177
0.4077
-1.277
-2.8478
-1.5495
0.1045
0.2909
-0.5998
0.3322
0.3631
0.2916
-1.2648
0.116
-1.3926
1.3579
0.8658
-1.1062
-0.6925
-1.8857
0.5419
0.0038
0.7899
0.2301
-0.9712
1.1906
-0.7766
-1.5505
-1.7385
1.0255
0.4796
-0.8273
0.1741
0.1309
-0.689
-1.2379
-0.5448
-2.1769
1.1656
0.0494
0.006
-0.9421
1.0084
-0.416
-0.869
0.0221
-0.1399
-0.0283
-1.2601
-0.3474
0.0305
0.0982
-1.7223
1.2123
0.2394
0.745
-0.5367
-0.081
0.4276
1.8556
-0.3576
0.7565
1.3244
0.6168
-1.3751
-1.5115
-0.4808
-0.3913
0.3711
0.671
-0.3328
2.2302
0.0915
-0.2845
0.0659
0.016
0.2054
-1.0373
0.472
-0.6819
0.4041
-0.9906
-0.0976
0.3168
-1.0491
0.4892
0.2604
-0.5368
0.8245
-0.2395
-0.1958
-0.2586
-0.1046
-1.3139
1.323
-1.0081
0.4067
1.5516
0.6298
0.0512
1.2566
-0.103
-0.6095
1.0019
-1.0009
0.3275
-0.2217
-0.3798
0.3719
-0.4476
-0.474
-0.5039
-0.575
-0.342
0.8569
0.1589
1.4483
-1.6848
0.9739
0.2599
-0.3545
0.5015
0.1658
0.5794
0.2998
0.7165
-0.7985
1.1384
0.8214
-0.1949
-1.6295
1.46
0.6591
1.8343
0.2754
0.8448
0.5717
-0.1379
-3.0878
0.5464
-0.2109
-0.192
-0.6538
0.1994
-1.8403
0.8617
1.01
0.2599
-0.8722
0.7953
-0.5017
0.011
0.7582
-0.8101
-0.4894
-1.0414
-0.5608
0.9172
0.328
-2.6971
0.3477
0.1205
0.2897
-1.2209
0.2752
-0.5057
0.0792
-0.4376
0.7416
0.4774
1.2733
0.451
1.1328
-0.6091
-0.0731
-0.58
1.8204
-0.1471
0.6271
0.6169
-0.0173
0.5048
-0.1893
0.2733
0.9372
-0.3476
-0.2094
-0.5476
-0.5328
0.5629
-0.2397
0.8969
-0.1433
0.6031
0.8158
0.8775
-0.1322
0.0284
-0.3175
-1.2358
1.2346
1.7781
0.2552
-0.256
-0.3588
0.7057
-0.6776
-0.5101
-0.2297
-1.7109
-0.0761
1.3803
0.9948
1.1975
-0.0969
-0.6444
-0.8852
0.9747
0.1625
-0.0774
-1.3284
-0.2297
-0.5367
1.2517
0.4799
-0.239
0.5765
-0.9433
0.0377
-0.4303
-0.0779
-0.1413
89.1
1
2,618
66.22
BREAST CONSERVING
Breast Cancer
Breast Invasive Ductal Carcinoma
High
0
LumB
2
Positve
Positive
2
GAIN
Negative
Ductal/NST
0
Post
1
Right
0
3.032
IDC
Positive
1
null
16
1
Died of Disease
3.0576
-0.4985
1.3231
0.0104
0.007
0.2149
0.8255
0.3783
0.1993
2.3629
-0.2182
-0.0778
0.7868
2.0577
0.9026
0.8851
2.1382
2.3631
0.1554
1.0208
1.1541
-0.2488
2.4464
-0.3471
2.6557
2.21
-0.6578
1.0323
-0.5168
1.7798
0.1171
-0.8716
-0.7586
-0.259
-0.2084
1.6069
0.4955
2.9874
1.4526
-0.5012
-1.0845
-0.1844
0.4216
-2.3042
3.1984
-1.44
-0.1199
-0.0595
-0.4864
-1.852
-2.1065
0.1071
-1.1541
0.8435
1.4653
-1.9334
0.5522
0.5229
2.1179
-1.2358
-1.2176
2.7309
0.9669
-0.5249
-0.8106
-1.7682
0.7224
-0.7388
-0.0967
-2.0013
-0.5891
-0.4066
-0.6443
-0.9001
-1.5724
1.642
0.88
0.8082
0.4536
1.4484
-1.3645
-0.3243
-1.0092
-0.5588
-0.0833
-0.194
0.9495
-0.0567
-0.9798
-1.3193
-1.7991
0.0668
0.1656
0.6875
-0.1707
1.1537
0.1931
2.6731
-0.2158
-0.4452
0.4172
3.0817
-1.5136
-0.8484
-0.1186
-1.4673
-0.9272
0.3165
-0.3826
-3.1792
-0.6412
0.7742
0.0846
-1.2578
0.3034
0.1628
-0.0314
0.0266
-0.3693
-1.3763
0.7035
2.0179
1.0691
-1.4731
-1.2001
0.2852
-0.4234
0.202
-0.6747
-0.0761
-0.8403
-0.5809
1.0573
-0.7927
0.7918
-1.1489
-1.2172
1.131
0.6581
1.1949
0.0539
0.6507
0.5671
-0.0822
-1.5615
-0.115
-0.3803
0.7653
-1.5839
4.2915
-0.712
0.7124
-0.7622
2.9494
-0.9342
1.31
-0.4271
-0.3146
-1.3333
-1.1089
0.9708
-0.5187
-0.8744
0.1381
-1.0531
-1.5286
-0.5493
-0.8311
-0.7067
-1.2479
1.1192
0.0788
-0.1081
0.0437
0.1218
-0.7259
-0.7969
1.1717
0.8199
0.0859
-1.1772
-1.0664
1.0976
1.7987
-0.3617
-2.1887
-2.0075
-0.1956
-1.409
0.3214
0.1006
-1.4915
-1.4391
-1.8136
-0.7543
0.31
1.3433
-0.5993
0.2373
-1.5933
-0.8481
2.1992
0.6929
0.8069
0.1742
-0.7712
0.91
-0.6868
0.161
0.5345
-0.5907
0.4016
-0.7462
1.0762
-1.6937
-1.1515
-1.094
-1.5408
-0.7628
4.0606
0.819
-0.0732
-1.0428
-0.9148
-1.0979
-0.6243
-2.6454
-1.5766
-0.4949
0.1226
-0.6433
0.3597
-0.4948
-1.0655
0.7069
1.9059
-0.2623
-1.8971
-1.0572
0.5244
0.366
0.6801
0.1386
-0.0161
1.4337
1.9069
2.005
-0.6388
-0.9119
1.9153
-0.4094
0.4306
-0.2892
0.3598
1.1143
-1.0789
1.0732
0.5023
-1.8608
0.0242
-0.5515
-1.7354
1.6021
1.8278
-0.53
-0.7238
-0.2386
0.4433
-0.1706
-0.6364
0.6511
-0.3579
-1.0575
-0.7907
-1.3891
-0.4149
-0.3047
-0.193
-0.0122
1.7817
-0.2794
-0.9116
2.4785
-1.5346
-0.4783
-1.6751
0.0983
-0.3679
-0.5787
1.0705
-0.5603
-0.7371
0.6272
-0.4522
1.2657
-1.2886
-0.1409
-0.4872
-0.8915
-0.7176
-1.1547
-1.3917
1.6866
1.7695
-0.0334
0.233
-0.4025
1.492
-0.4002
-0.8831
-0.2042
0.677
0.7019
-1.6333
0.6146
0.0322
0.7735
-0.1664
0.0225
1.3688
-0.8935
-0.5608
-0.958
-1.5234
-0.1156
0.8603
-0.6636
-2.5765
0.3977
0.2025
-0.4863
0.015
-0.4577
0.3831
-0.1454
-0.0116
1.1117
-0.2985
-1.0253
0.221
-1.0625
-0.5748
0.7702
0.9092
-0.1184
0.0948
-0.5545
-0.4273
-0.4437
-2.1918
-1.3269
-0.3281
-2.7243
-0.3418
2.0953
-0.9017
-0.271
1.4248
0.3931
-0.967
-0.2258
-1.6346
2.0844
-0.3074
-0.2265
0.4048
-1.7003
-0.2064
-0.6178
-0.3937
0.1329
-0.1965
-0.2117
1.1623
0.081
1.1005
-0.9462
-0.6886
0.5528
0.2093
0.653
0.6654
1.2597
-0.1082
2.4301
0.3335
-0.489
-0.1053
0.7972
0.1583
-0.4725
2.0355
-0.1276
0.1507
-1.0798
0.5218
2.2542
1.0438
2.1576
-0.551
-2.4565
0.4786
-0.3363
2.1354
2.9423
0.8321
-0.013
0.7985
-0.5095
-0.1053
-1.7708
-3.8294
-0.1698
-2.0823
0.5208
2.8206
0.0206
1.577
2.7274
-1.1675
-1.2764
1.0806
-0.671
0.7002
0.6705
-0.74
1.2892
0.8109
0.8591
-1.4854
0.4967
-0.0097
0.5272
1.4347
-0.3123
0.1179
0.5567
-0.1296
-0.224
-0.5561
0.0177
1.4239
0.0229
-1.1455
0.4589
-0.8323
0.6271
-0.2901
1.2264
-0.4653
-0.932
1.0873
0.7594
-1.6291
-0.3474
-0.8794
-0.1654
1.7228
0.6453
1.0828
1.244
0.7302
-0.0403
-0.6802
-1.0331
1.0081
-0.5422
0.5791
-0.2938
2.1501
-0.3349
1.8095
0.0211
-0.0024
0.8898
-0.0945
0.1889
-1.2004
-0.0737
-0.3055
-0.1712
1.9893
0.012
0.3753
-1.6984
-0.9269
-0.4259
-0.1118
-0.6808
89.1
1
2,624
53.53
BREAST CONSERVING
Breast Cancer
Breast Invasive Ductal Carcinoma
Moderate
0
LumA
2
Positve
Positive
1
NEUTRAL
Negative
Tubular/ cribriform
1
Post
3
Right
2
3.028
IDC
Positive
1
ER+/HER2- Low Prolif
14
2
Living
-0.5191
-0.4584
0.2043
1.524
-0.4882
-0.3551
-1.1159
-1.444
0.0157
-0.1111
-0.2201
-0.2442
-0.3895
0.0717
-0.132
-0.0837
-0.1837
-0.472
0.3086
0.1848
-0.8187
-2.1137
-1.2256
-0.1493
-0.1897
0.2435
-0.9769
-1.0188
-0.737
-0.3609
-0.0585
-0.038
1.0895
0.3852
2.0568
-0.0612
-0.4425
1.3246
-0.0292
-1.0437
0.1781
-0.1431
-0.5858
-0.1658
0.3584
0.4461
-0.5983
-1.1785
-0.4217
-0.8493
-0.0631
-0.5947
-0.7923
0.9273
-1.6266
-0.4189
-0.8905
-0.7772
0.3511
0.6743
-1.6948
0.9862
-1.1482
-1.5044
-1.1898
0.5882
0.3493
0.3476
0.8537
-0.9313
-0.0175
0.1102
-0.5115
-1.8477
-0.2441
0.7258
-0.1347
-1.1194
0.7695
0.6542
1.3428
-0.3521
-0.9206
-0.1563
-2.5833
-1.1225
0.2783
-0.4443
-0.8989
-0.0213
0.011
0.4628
0.7423
0.0921
0.4829
-1.4369
-0.5912
2.2406
-0.8434
-0.576
-1.5598
0.4342
-0.6728
0.4595
-0.5645
-0.1134
0.5645
0.3664
1.7853
-0.5968
-0.9322
1.7158
-0.6886
1.3338
-1.4036
-0.2461
-0.4672
0.031
-0.6464
-0.2077
-0.747
0.426
1.0082
-0.0159
-0.051
1.0894
-0.2394
-0.5529
0.1774
-0.0124
0.2822
-0.3214
-0.5892
0.3726
1.5949
-0.9421
-1.5092
-0.0253
-0.0424
-1.3955
-1.0927
0.5271
-0.3784
-0.1674
0.8662
0.4013
0.4895
0.5944
1.4858
0.0317
0.3993
0.3991
0.2288
0.9204
-1.0232
0.9213
-0.3473
-0.4246
-0.5466
0.6756
0.7845
-0.3945
-0.3389
0.8977
1.1556
0.8373
0.1766
-0.1218
-1.3653
-0.964
-0.119
-0.2762
-1.0574
1.1482
-0.189
-0.7304
-0.0185
1.8371
1.3791
1.851
0.1913
-0.6173
0.7156
-1.2338
-0.4199
-1.0395
-0.5522
0.2502
-0.0572
0.6708
-0.7181
1.5362
-0.2161
-0.2775
-0.0227
-1.1346
-0.2784
-0.6322
0.5779
-0.1986
0.5467
-0.471
-0.659
-1.4136
0.5335
3.4185
0.4414
0.4639
0.2029
0.2638
-0.6434
1.3885
1.8099
1.9289
1.0689
0.0839
-0.3632
-0.0364
-1.0435
-0.7837
0.3793
1.5239
1.1286
0.9937
-0.3268
-0.1699
0.4022
-0.169
-0.8553
0.4915
-0.5066
1.9263
1.3638
-1.8142
0.2215
0.4071
1.0892
-0.6879
-0.2385
-0.3132
0.067
-0.795
-1.2549
-0.393
0.0123
1.354
1.1209
-0.5929
1.095
0.1912
-1.251
-1.0032
-1.0297
-0.4706
-0.32
0.755
1.0984
0.3669
0.1524
-0.4222
0.0709
-1.4783
-0.2878
1.6946
0.4409
-0.1457
1.5551
-0.8992
0.8305
0.0597
0.545
-0.6234
0.0468
0.2167
-0.18
-0.5544
-1.1861
-0.0763
1.2472
-0.7737
0.0342
-1.4695
2.9402
0.3585
-1.6961
-1.1717
0.5959
0.0809
0.4943
0.6945
1.1377
1.2579
-0.7139
-0.4875
1.2917
0.3594
0.4567
1.3012
-0.059
-0.5139
-0.4707
-0.6489
0.6841
0.7615
-0.1843
-0.4126
-0.1037
-1.4496
1.1103
0.3938
0.1838
0.1413
0.0534
0.4912
0.4294
0.764
2.2793
0.2816
0.8763
0.5892
1.5031
-0.4226
-0.609
-0.4782
-0.6571
0.3205
0.9624
-0.652
0.7903
-0.0537
-0.0558
0.3253
0.0829
1.1346
-1.7835
0.8536
-0.0008
-0.2397
0.5886
-0.0322
-0.7393
0.5303
0.5581
-0.6003
0.7687
0.1618
0.0749
-0.9734
-0.4648
-0.1945
-1.021
-0.6732
-0.1793
-0.3579
0.0166
-0.4583
0.4484
-0.0763
1.0428
0.7253
1.4974
0.1466
1.0701
0.0766
-0.5001
0.4807
-1.2764
-0.6759
0.5739
-0.5037
0.3382
-0.4879
0.0271
2.4422
-0.5394
-0.0423
0.5699
0.2898
0.0066
-0.1841
0.7211
0.5387
1.337
0.7415
0.9278
0.3755
0.0231
-0.576
0.005
-0.6015
-0.8876
0.2476
0.6101
1.0192
0.7416
1.2708
1.6138
0.2609
-0.4751
-0.789
-1.4246
-0.0737
-1.7941
2.1372
0.1399
-0.5405
-0.6742
-1.1197
0.2163
0.1907
-0.8979
-1.5861
2.6068
-1.0372
2.3019
2.0494
-1.6529
0.8675
-0.6304
-1.1773
-0.9123
0.3602
-0.221
0.0545
0.6303
-0.1545
1.0847
1.1319
0.7204
0.8166
1.095
1.1965
0.608
-1.0068
-0.4672
1.2517
-0.8493
0.3172
0.2462
0.5421
0.0781
2.2962
-0.2883
0.482
-1.3275
-0.0985
0.4231
-0.4024
-0.6836
-0.0136
-0.7494
1.5489
-0.1123
-1.0348
-0.142
-0.3691
1.0226
1.8693
1.1751
0.7149
-0.226
-0.3975
-0.5911
-0.6048
0.7636
-0.1143
-1.6363
1.1082
-0.5502
-0.2119
1.8444
-0.7177
0.7764
-0.2865
0.0917
-0.3177
-0.4489
-0.2465
1.0414
-0.401
2.4026
-0.0397
-0.6617
-0.1067
-0.8977
-0.2821
-0.0897
-0.0034
0.0271
128.533333
0
2,626
62.54
BREAST CONSERVING
Breast Cancer
Breast Invasive Ductal Carcinoma
High
0
LumB
2
Positve
Positive
3
GAIN
Positive
Ductal/NST
1
Post
5
Right
0
4.032
IDC
Positive
1
HER2+
16
1
Living
-0.5187
-0.0256
-1.4026
0.3368
-0.0728
-0.2276
0.4942
-0.646
-0.4542
-0.2649
-0.5004
-2.2651
0.1014
1.4732
-0.1993
0.6786
1.7296
3.1024
-1.2113
2.0486
1.8736
-0.4742
0.0391
-0.3515
1.3515
0.6953
-0.6917
-1.0384
-0.4441
0.127
0.0309
-0.652
0.7376
0.1387
1.0889
0.1366
0.9615
2.4955
1.3048
-0.9959
-0.1438
0.067
0.3916
-0.8886
-0.717
-0.4736
0.4415
0.8281
-0.1009
-1.3923
-1.5807
-1.0547
-0.3939
-0.8465
0.5251
-0.5728
1.1636
-0.7011
2.4393
-1.5865
-0.6691
1.7977
0.7364
0.0727
-0.7664
0.4197
-0.664
2.0455
0.3469
-2.0927
-0.6735
-0.0641
-1.013
-1.2327
-1.5984
1.2634
-1.8786
0.1414
-0.7206
0.0497
-0.4947
-0.2532
-3.1005
0.1876
-0.362
0.2093
0.5139
0.1971
-1.4697
-1.1511
-1.5385
-0.8521
0.3942
-0.4371
0.3433
0.7015
-0.4998
0.048
1.8697
-0.8066
-0.937
2.0613
-1.5411
-0.2017
-0.8074
-0.0535
-0.3817
-0.2793
1.3431
-1.7426
1.3095
0.7535
-0.5879
0.318
0.4698
0.5305
-0.5389
-0.2871
0.0497
-1.0781
-0.2353
0.1842
0.2172
-0.0884
-0.4224
1.3079
-0.6622
0.9983
-0.4056
0.2087
0.3903
-0.4527
0.301
-0.6221
1.7512
-1.6949
-0.0803
0.3838
1.7199
1.7571
0.6033
0.3692
-0.3485
-0.5272
-0.3165
0.4184
-0.0291
0.8497
-0.2549
-0.081
-0.2189
0.5077
-0.318
2.5636
-0.0308
0.9857
1.9168
-0.5595
0.2484
1.6213
1.8366
0.0228
-0.6039
0.9185
0.3763
-0.8478
-0.972
-1.3033
0.2424
-2.0276
1.332
0.5014
0.6907
1.1949
-0.7669
-0.2258
0.8712
-0.6365
1.5326
0.1947
1.6194
-0.1758
0.1056
0.6093
-0.3196
-1.4537
0.8818
0.1386
-1.8104
0.3124
0.1542
-1.4937
-1.5243
-1.0394
-0.2571
-0.102
-0.6082
-0.8301
1.0102
0.6651
1.5439
2.7184
-0.2557
-0.3662
1.3924
-0.1217
1.0886
0.2819
2.4792
1.2626
-1.5212
0.8406
-1.3973
1.2485
0.7023
0.6463
0.2493
0.054
-0.9591
-0.1032
1.2416
1.7801
-0.0702
0.3498
-0.174
-1.3446
-0.8838
-1.2662
-0.461
-0.207
-0.354
1.1183
0.5674
-1.1647
-1.0313
0.9848
-0.0741
-0.9813
-0.3022
0.096
-0.1976
0.3809
-1.1062
-1.1293
1.3428
0.823
1.6503
-1.152
-0.256
2.2438
-1.3026
-1.5397
-1.0606
1.1479
-0.1732
-0.3201
1.1431
1.4266
-0.719
0.0549
-0.607
-0.5215
-0.3406
1.1429
0.634
0.2487
0.7565
-0.2781
0.8276
-0.0762
0.9021
-0.7338
-1.4257
-0.4953
-1.0014
-0.6015
0.3714
-0.8104
0.3827
1.5123
-0.6013
-1.7629
1.4825
0.1433
0.9671
-0.5797
0.4495
-0.3871
-0.2842
0.9136
-0.1024
-1.6562
-0.7361
-0.7818
-0.557
-0.4685
1.7868
0.0612
0.2992
0.042
-0.9685
-0.8946
0.1382
0.0909
-0.0115
-0.6274
0.2156
-1.0358
0.6839
0.3063
-0.8037
0.7747
-1.0824
-0.4102
0.2582
0.17
0.6976
-0.4277
0.4429
1.8986
-0.5514
-0.9997
-1.595
-3.2034
-0.8041
-0.1765
0.4725
-2.49
1.0094
-1.5285
-0.646
0.4855
-0.2367
0.8918
-1.1084
0.2184
-1.5702
-2.2538
-1.0416
0.0649
0.235
-0.3881
1.088
-0.2518
-0.5789
-0.0306
-1.1187
-0.5029
-0.4633
0.4848
-1.4196
0.4314
-2.1677
-0.1793
1.4938
-0.1483
-0.9761
0.7368
0.6208
-0.2872
-0.1124
-2.0953
1.8604
0.6679
0.3552
-1.0455
-1.4129
-2.431
-0.6431
-0.4246
-0.8523
0.0664
0.3318
0.7129
-1.6073
1.5799
-0.0277
0.0188
0.7483
-0.4389
1.7757
0.5268
1.2816
-1.3523
2.8382
-1.5754
-1.7577
-0.8282
1.4239
-0.6518
-0.3038
0.6296
0.1396
1.1137
1.0657
0.7139
0.8027
-0.6035
1.2801
-1.4359
-1.6681
-0.2107
-0.8823
1.9192
-0.8194
0.7723
-0.1741
0.1502
0.621
1.1938
-2.2058
0.2984
-1.4788
-0.0453
0.2054
3.42
-0.4049
0.8644
1.3486
-1.2873
-1.8008
0.1117
-0.1302
1.4918
0.3942
-0.0381
1.7562
1.9118
1.3568
-0.8446
1.1906
0.7161
1.3922
0.3124
-0.5477
0.7675
1.1554
1.1526
-0.0995
-0.3607
0.6102
1.3875
-0.4155
1.5112
-0.5528
-0.492
0.3129
-0.6508
1.3387
-0.5828
-0.5036
1.7505
0.9062
-0.5068
0.0199
-0.3986
0.1464
1.4604
1.1508
1.0278
-0.1884
1.5453
-0.9082
-1.0316
0.0333
0.704
1.3511
1.923
0.2142
1.1234
1.0665
2.1614
1.7253
-2.376
0.4344
-0.1817
-1.2398
-0.5964
1.064
-0.2824
1.2743
1.0469
0.1496
-1.7626
-0.6886
0.2883
1.7696
1.0169
-0.2366
193.7
0
2,629
61.22
MASTECTOMY
Breast Cancer
Breast Invasive Ductal Carcinoma
Moderate
0
LumB
2
Positve
Positive
3
NEUTRAL
Negative
Ductal/NST
1
Post
3
Left
1
5.03
IDC
Negative
1
null
15
2
Living
0.7303
-0.5358
-1.1502
0.0066
-0.933
1.0145
1.4385
0.94
0.3127
-0.7781
0.0404
-0.8222
0.8434
2.3971
0.5494
0.7752
2.4463
0.7815
0.6195
1.8009
0.4805
-0.4495
0.3561
-0.532
0.8493
1.093
-0.7991
-0.534
0.3224
1.1026
-0.2284
-0.2288
-0.7358
0.0898
0.3341
-0.8187
0.9373
2.6026
-0.2372
0.118
-0.0653
0.493
0.1216
-1.0825
-0.3183
-1.0726
-3.2506
1.1386
0.3842
-1.0961
-1.2615
0.0102
-0.087
0.4745
0.0352
1.5115
1.5883
-0.6475
1.94
-2.089
-1.1034
1.7768
-1.2705
-0.5642
-0.0037
-0.5742
-0.4326
-0.6174
0.3925
-0.9957
-0.1273
0.3689
-0.6887
-0.8446
-0.1019
0.5202
0.5885
-0.3684
0.0191
-0.0801
0.4884
-0.9745
-0.9531
0.8544
0.7727
-0.5419
-1.0701
0.4236
0.4751
-1.2259
0.7979
-1.2808
0.4977
0.4172
0.0078
0.6206
-0.3922
0.3728
-1.1608
0.6867
-0.5516
2.2935
-0.0315
-0.8268
-1.3571
-1.2636
2.505
-0.274
0.9819
-1.9232
0.7748
-0.4078
-0.1595
-1.2058
-0.1252
-0.5363
1.043
-0.0241
-2.5681
-0.5978
-0.6256
-1.6499
1.5255
0.3726
0.5028
1.305
-0.9875
0.6301
-1.5858
0.7707
-0.6014
-0.4906
2.1939
1.432
0.7386
0.4619
0.6929
-0.8839
1.5331
0.4856
0.4135
0.3028
0.0497
0.2681
-1.1358
-0.0305
-0.0728
1.1592
-1.5153
0.0795
-1.3419
0.2503
-0.5751
1.9351
-0.6698
-1.7447
-0.1464
1.4774
-0.5012
0.5278
-0.9114
0.2783
-0.7691
-0.4453
0.2341
-2.1753
-2.1478
-1.1054
-1.8776
-1.093
-0.2073
1.5771
0.72
0.7275
0.6887
0.5135
0.0177
-0.3333
1.2574
0.3677
1.1065
0.2512
-0.5796
0.2386
0.8875
-0.5388
-2.533
0.1609
-0.9542
-0.1389
0.0746
-2.3291
-1.1208
0.1849
-0.068
0.3054
-1.3047
-0.2682
0.9994
-1.2725
1.0477
0.3714
0.9206
-0.4991
-0.3563
-0.6819
-0.9054
-0.6569
-0.9428
-0.0895
-0.7783
-0.0975
-0.9861
1.744
-1.0483
-0.4679
-0.9244
1.2774
-1.4126
-1.1631
0.4806
-0.1056
-0.7755
-0.5704
-1.2576
-0.1117
0.8788
-0.9999
0.0604
0.6927
-0.9761
-0.4814
-0.2906
-0.4292
-1.1596
0.401
-1.7546
-1.1075
-0.8844
-0.0493
0.5905
0.6944
-0.4933
-0.0471
0.4912
1.1459
1.3315
0.2148
-1.8685
-0.4145
-2.3337
-0.6936
-0.064
1.4684
-0.0018
0.7186
1.1373
0.5653
-0.4383
0.0657
-0.5229
0.7139
-0.0643
0.8278
-0.6453
-0.3976
-0.2827
-2.1215
-0.2747
-0.2815
0.7353
-0.1555
0.3624
-1.3937
-0.0949
-0.2922
0.0263
0.8065
-0.4442
0.6226
1.081
-1.2364
1.4111
-0.3275
-0.2391
1.067
-0.6244
0.6877
-1.5335
0.3235
0.1438
-2.0948
-0.8605
-0.2583
-0.1337
0.0889
5.7074
-0.1315
1.1757
-0.6468
-1.0912
-0.7806
0.6591
0.7774
-0.733
0.2615
0.2386
0.3348
-0.9878
-0.2335
-0.9101
0.1034
-1.0668
0.1071
3.329
-1.8704
1.3326
-1.1481
0.1756
0.6642
0.2027
-1.9977
-0.0703
-1.1347
-1.2887
-0.424
2.0289
-0.6345
0.8467
-0.4759
-0.3381
-1.2086
-0.2791
0.0256
-0.0114
-0.2334
-0.2838
-0.1862
-1.0069
1.1022
-0.0874
0.3635
-0.0727
0.2616
1.9523
-0.7418
-0.7258
0.5748
0.2526
-1.2047
-1.4222
-0.0967
0.0774
1.6158
2.1816
0.5169
-0.7059
0.9861
0.2943
-0.5785
-0.9496
0.6459
4.0262
0.0822
0.1513
1.6687
-0.7445
-1.3039
-0.8205
-0.5979
-0.8793
1.2124
-0.0737
0.5431
0.0298
2.6021
-0.9219
1.1507
0.2634
0.0868
0.1547
-1.1118
-1.2684
-0.0373
2.8145
-0.5488
-0.6756
1.4593
0.8244
-0.8963
0.5247
0.3968
-0.9552
0.3466
0.2698
-0.653
1.3588
0.5537
1.2307
-1.073
-0.3168
-0.1327
-0.4447
0.1479
0.105
2.4816
1.6334
-0.3727
-0.4053
0.6549
0.4903
-0.3603
0.6565
0.4856
-0.5548
-0.0758
0.2403
-0.6866
-0.0689
-0.9347
-0.9215
0.4598
-0.4382
0.5764
0.1633
-0.9092
1.3793
1.1744
0.1727
0.5153
-0.5817
-0.3705
-0.1181
0.3584
-1.0996
-0.0916
-0.0619
-0.051
0.8152
-0.3284
-0.1944
0.6601
-0.0588
-0.5938
-1.4179
0.4772
-0.357
0.2008
-1.2634
-0.1424
0.134
0.0518
-0.912
0.4076
1.3471
-0.5287
0.7465
0.5652
-0.0371
0.8408
0.4453
1.2703
-0.5396
0.2485
-0.9315
0.8387
1.5099
1.4164
-0.3115
1.0013
-1.03
-0.5916
-0.1258
0.7965
1.4672
0.9602
2.2099
0.0508
0.0498
-1.1954
0.5018
0.7346
0.4621
-0.8915
-0.1034
-1.1088
-0.6197
-1.0872
-0.8166
279.1
0
2,632
36.52
MASTECTOMY
Breast Cancer
Breast Invasive Ductal Carcinoma
High
1
Her2
2
Negative
Negative
3
GAIN
Positive
Ductal/NST
0
Pre
5
Left
3
5.03
IDC
Negative
1
HER2+
15
2
Died of Disease
1.5665
-0.1398
0.4983
-0.9506
-0.3947
-0.8956
0.862
0.7263
-0.9325
-0.3721
1.4468
0.545
0.6465
2.0525
0.775
0.3368
1.5568
0.2929
-0.21
-0.5422
-0.7958
-0.1569
-0.9073
-1.0164
1.6339
1.8952
1.2319
0.2883
2.7681
-1.6124
1.7207
-0.2745
-1.1843
-0.6599
-0.2094
1.179
0.6588
0.7922
0.9159
2.2457
1.4505
1.4921
0.831
-0.2432
-0.798
-0.4033
-0.1267
-1.8729
0.7232
-0.2698
-1.4018
-1.9662
-1.0794
-1.2701
0.809
-2.3979
-0.6701
-1.0838
0.8052
-1.3832
0.6978
0.0496
-1.6434
-2.0249
0.5934
-0.1651
-0.8746
0.0362
-0.7834
1.7519
-2.8669
0.6882
0.0285
-1.0065
-0.4551
1.1684
0.8127
0.1448
-1.0765
-0.6882
-1.4874
0.8984
-0.6464
1.0458
-1.541
-1.6297
-0.7669
-0.3329
-1.7726
-1.1885
0.0715
-0.604
-1.2482
0.0261
0.8989
-1.0535
-0.59
1.2341
0.2547
-1.1453
-1.4821
0.7924
-0.9371
-0.0373
0.6423
-0.2885
-0.5206
-0.5965
0.8605
-0.5768
0.0002
0.6945
-0.8852
0.6703
0.5266
1.0016
0.5701
-0.2238
-0.0028
-0.8833
1.4727
-0.2712
-1.8854
-0.3814
-0.386
0.3283
-0.2398
0.0082
-1.4826
1.0747
-0.1584
1.9911
2.3591
-0.2811
-0.3044
-1.5682
-0.7102
-0.1115
-2.5997
-1.0394
-0.1649
0.7393
1.0342
0.2894
-1.243
1.482
-0.2139
1.0996
-1.6036
-0.5359
-0.3262
-0.6927
0.8078
1.2286
1.0807
-0.9863
2.6055
-0.9513
1.0078
0.0063
-0.6143
-0.4863
0.6077
-0.6944
0.8074
-1.7721
-2.8245
-1.0377
-0.7846
-0.0856
0.3302
-0.2268
0.5219
0.0073
-2.366
0.2916
-1.1794
0.0543
-0.3523
0.0686
0.7048
0.8152
-0.4345
3.7755
1.4611
-0.0948
0.3594
-0.585
-1.6291
-1.1215
-0.1759
-0.9759
-0.4956
1.8459
2.7223
-0.6464
-0.348
-0.5533
1.4797
-0.1609
0.3933
-0.6328
0.806
1.1914
2.4596
-0.6133
-0.4681
-0.4958
0.0537
-0.09
1.2247
-0.3351
-0.6283
0.6603
-0.9048
-0.1442
-0.1255
-1.0571
-0.4114
0.2364
-1.1843
-1.1415
-0.5435
-0.8455
-0.9743
0.7304
-0.754
-1.3904
-1.145
0.5019
0.2012
-0.1369
-1.3504
0.9213
-1.1537
-0.2064
-0.3471
0.098
-0.4902
-3.5874
0.4601
1.6428
-0.245
3.1662
0.6064
0.6479
0.6433
0.5188
-1.127
-0.537
2.6132
-2.1913
1.0633
-1.3821
-0.7717
-1.5393
0.9007
0.4726
-1.0716
0.2824
-0.1382
-2.3077
-0.5252
0.9026
-0.1395
-0.385
0.0687
1.4889
-0.5365
-1.4562
-1.0573
2.909
0.147
-1.2467
-0.7816
-1.2339
0.6269
-0.0743
0.1573
1.2151
-2.145
-0.0054
1.5686
0.208
-1.7101
-1.6414
-0.2094
0.4252
-0.8184
-1.165
0.5957
-0.1499
-0.2152
-0.2687
-1.0335
-0.4101
-1.2175
0.8713
-0.8495
-0.5486
-0.613
-1.4931
-1.7844
-1.3777
-0.6562
6.1393
0.3029
-0.6814
-0.2822
-1.9892
0.1429
1.4111
0.207
-0.3673
-0.973
-1.7124
2.4362
1.4361
-1.207
0.3315
-0.4222
-2.6003
-1.0416
-0.7325
-1.772
0.7103
-0.2981
-0.1776
-0.236
0.1084
0.1766
-1.3304
-0.4239
-1.0913
-0.8921
-1.0087
0.9372
-0.5239
-1.2064
-0.3608
0.5338
-1.1827
-0.8802
2.374
-0.8237
0.778
-0.484
-0.3497
2.301
-1.0991
-0.3454
-1.015
-1.4749
1.0587
0.214
-0.9644
0.4219
1.0714
-1.5012
0.5798
0.3996
1.1061
-1.382
-2.1339
-0.2827
-2.4774
-1.8718
-0.3944
1.906
-0.1291
0.7768
-0.9642
0.111
-0.1817
-1.4534
-1.522
-1.6908
-1.5661
-0.3931
-0.1115
-0.479
1.109
-1.4372
1.691
0.2128
-1.8822
-0.1503
-1.2681
1.0237
0.0072
0.3965
-0.4116
0.2491
0.6376
-1.3994
0.2684
-1.7683
-0.0753
2.2679
-0.4964
-1.1868
-0.9291
-0.0677
0.4189
0.3386
-0.6906
-0.26
1.9016
1.3909
1.6571
-1.7288
-0.2483
0.6437
1.827
-0.794
0.1755
-1.1626
-0.027
0.5216
0.7028
0.4743
-0.3334
-0.1487
2.8987
-0.0555
-0.3377
0.8643
1.6379
-0.4674
-1.0985
-0.6976
-0.8393
-0.939
-1.0288
-1.1405
-0.6804
0.6219
-0.3199
0.7399
-1.2667
-1.6926
-0.8909
-0.3254
-1.6531
0.4115
-0.5961
0.145
1.5276
0.6472
-0.1613
-0.2479
-0.0985
1.2709
0.3015
-0.8784
-0.1013
0.9096
-1.8128
0.9729
-0.2751
-2.0063
0.6272
-0.008
-1.108
-1.1137
-0.7988
-1.7813
-1.2431
0.705
2.8567
-0.7352
1.8193
0.4502
-0.5162
-0.5958
-0.2801
-0.1555
0.3593
-0.1382
1.454
0.1346
0.5619
0.9562
0.0747
-1.8365
-0.886
0.8969
-0.3266
2.3462
19.1
1
2,634
70.69
BREAST CONSERVING
Breast Cancer
Breast Invasive Ductal Carcinoma
High
0
LumB
2
Positve
Positive
3
GAIN
Negative
Ductal/NST
1
Post
2
Left
0
4.02
IDC
Positive
1
ER+/HER2- High Prolif
10
1
Living
3.1176
0.3176
2.0233
-0.4607
-1.5114
1.5226
0.504
1.6629
-1.0776
0.6776
1.0223
-1.1946
1.757
1.8553
1.7789
3.0148
2.8988
2.5697
0.9617
0.4476
1.8829
1.7297
3.4234
-0.8836
1.5119
2.2009
0.5233
1.3458
0.3704
1.5591
0.9743
-1.358
-1.3832
-0.4094
-1.0944
0.3833
0.4745
2.2222
1.3849
0.4775
-0.9507
-0.9593
0.3592
0.6579
0.5585
0.3451
-0.2067
-0.2327
-0.7127
-1.6842
-2.591
-0.8201
-0.5161
1.3154
0.3541
0.8345
0.0811
-1.3541
1.6988
-1.3672
0.6379
1.5259
0.1735
-1.5346
1.386
-2.0039
-0.8006
-0.4012
-0.2173
-0.72
-0.5375
-0.6434
-1.2345
-0.9965
-0.9942
0.0979
-0.7552
0.232
-1.2464
0.9432
-1.2452
-0.4749
-0.6064
1.2221
-0.6503
-0.2409
0.2438
0.1836
-1.1059
-0.7927
-0.085
-1.1197
-0.8026
-1.4553
-0.1621
0.1307
2.2848
1.9696
-0.5302
-1.5507
0.3202
1.2118
-2.4424
-1.2002
-0.798
-0.124
-1.928
-1.4057
-2.1753
-0.513
0.2461
-0.8086
-1.1385
-2.3211
-0.6435
0.9146
-0.0789
1.4336
-0.8544
-1.1108
0.0329
1.7343
1.2735
0.81
-1.2038
0.5282
-0.4624
0.698
1.0956
0.7055
-0.2945
-0.8749
1.9882
1.4727
-1.6029
-0.1098
-1.3528
0.3361
1.5826
2.1228
0.2597
-0.5798
1.369
1.8264
0.0034
-0.4437
0.6811
0.5606
-1.6527
-0.0954
-0.6963
2.0532
-0.7081
1.9567
-0.9364
1.0383
0.1706
0.8751
-0.6656
-0.9664
0.0807
-1.118
-1.0252
0.1342
0.5072
-2.0259
-2.0199
-1.549
-0.5717
-0.7734
0.4042
-0.3062
0.9786
0.2185
1.311
0.1725
0.8204
-1.6259
-0.8229
0.5026
1.6483
-1.5733
-1.1386
0.2674
0.9849
-1.0609
-0.2899
1.1522
-0.2625
-0.2385
0.1471
-2.2681
-1.5804
0.1402
1.6316
-0.3236
1.6763
-0.4223
1.6092
-1.1016
0.7662
1.7449
0.8676
0.8377
-0.1608
-0.5231
-1.3701
-0.4124
-1.1461
0.5791
-1.1125
0.8661
-0.5127
0.6467
-1.0846
-1.237
-0.4105
-0.2579
-0.7312
0.3578
-2.0842
-0.4195
-1.2489
-1.1616
-0.7709
-1.9922
-1.849
-0.2373
0.3607
-0.1465
-0.7603
-1.5859
-2.3761
0.8151
-0.8988
0.9696
-1.3139
-1.4292
-1.3015
-0.7689
0.4765
5.0347
-0.58
0.875
2.1498
0.4561
1.0189
-0.6495
-1.0761
1.4426
-0.4612
0.4148
0.7283
0.1427
-0.519
-0.5719
-0.6676
1.2687
-1.8793
-1.0118
-0.7912
-0.741
0.2031
0.1563
1.6789
-0.8385
-1.4008
-1.1942
-0.6349
-0.8488
0.0702
0.2964
-0.8251
-1.2755
0.9443
0.028
0.0062
-0.9956
-1.1736
-0.347
0.1297
0.062
2.6599
-2.2254
1.6212
-1.8362
-1.0577
1.303
-2.2477
-0.6922
-1.0564
-2.9615
0.0581
-0.4069
0.2563
1.2456
-0.0937
0.6793
-0.5883
-0.5744
-0.7718
-0.8183
-0.1541
-0.1361
-0.5204
-1.2566
0.1346
-0.0943
-0.7728
-2.0853
0.2975
0.466
1.3308
-0.5556
-0.0246
0.5549
1.2357
0.0663
-0.6175
1.847
-0.9463
-0.1548
-0.7503
-0.0443
0.3094
-0.1638
-0.4923
-0.4779
1.3923
-0.6735
-2.3042
-2.0074
-0.7207
-2.0239
-0.7446
0.3081
0.4739
-0.2463
-0.8567
-0.1138
-0.1311
-2.3318
-0.1412
1.3186
0.2353
-0.463
-0.3779
-0.5321
-0.9481
0.1624
0.4048
0.0296
-1.0383
-0.9024
1.268
0.3813
-1.4684
0.4605
-1.23
-1.0534
-0.8184
-0.5851
0.4369
-1.3078
-0.5367
1.5776
-0.8053
-1.0008
-0.1382
-0.2192
-0.923
0.374
-0.0255
-1.1437
-1.0618
-1.4143
-1.2644
-1.7423
1.0149
0.1643
-0.707
0.0659
-2.1519
0.2196
1.2607
-1.2781
-1.6427
-1.2795
0.9726
-1.0516
1.7172
1.8055
-1.0008
0.1516
-2.0964
0.9048
1.8146
0.3071
2.1673
-0.3605
-0.3512
-1.3892
-0.5821
-1.0097
1.182
-0.3397
-1.1054
-0.1611
-1.4754
0.9293
-1.3279
-1.379
1.3464
-0.6886
-0.3638
-0.283
-0.9216
0.4109
-0.1746
-1.5606
0.034
0.2562
-0.4829
0.1782
0.1114
1.6439
1.023
-0.1739
0.3991
0.4367
0.5504
-0.4004
0.7094
1.1865
0.2218
-0.5361
-0.0726
0.0334
0.2756
-0.869
-0.313
0.4063
1.8876
-1.1365
0.079
-0.8539
0.6495
-0.3587
1.534
0.4188
0.9402
0.2608
0.5378
0.4296
0.4185
-1.0631
-0.0146
-0.2817
-0.7423
2.077
2.8883
1.2328
0.1089
2.0775
-2.1996
0.4993
1.7784
-0.0692
-1.009
1.6336
-1.5072
0.9999
0.0904
-0.5402
-0.5989
-0.2634
2.2164
-0.1283
-0.0731
-0.8913
0.2872
0.0833
1.5624
-1.3956
-1.182
-0.9954
-0.6375
0.318
-0.8676
274.033333
0
2,642
30.67
MASTECTOMY
Breast Cancer
Breast Invasive Ductal Carcinoma
Moderate
1
LumB
2
Negative
Positive
3
LOSS
Negative
Ductal/NST
0
Pre
1
Right
3
5.07
IDC
Positive
1
ER+/HER2- High Prolif
35
2
Died of Disease
-0.2204
-0.3209
-0.6655
-0.446
0.1761
-0.4191
0.2167
0.8078
-1.401
-0.7588
1.864
-0.911
0.3694
0.3799
-0.3413
1.1771
1.5028
1.5421
-0.3172
0.6801
1.6564
2.4915
-0.3898
-0.1165
2.1271
2.7654
-0.7185
0.4791
0.4178
-0.0165
1.4366
-0.4335
0.4255
-0.0121
0.6781
0.797
0.8464
0.7518
0.224
0.2796
-0.9178
-0.4649
2.3697
-0.4065
0.7319
-1.2126
2.076
0.4285
-1.283
-0.4665
-1.151
-1.2491
-1.352
-1.4568
-0.077
-0.6328
0.9024
0.3381
1.551
-1.8032
1.3915
1.5691
1.4827
-0.525
-1.3884
-0.3898
1.5881
-0.0074
-1.0339
-1.4721
-0.5736
-0.6737
-1.6284
-1.5845
0.7477
1.4632
-1.7622
0.0028
0.083
6.7771
-1.2076
-0.3879
-3.2661
1.0325
-0.2838
-0.5322
0.6377
-0.1937
-1.2635
-0.6074
-1.1485
1.074
-0.1313
-0.4077
1.1708
0.7935
0.928
0.8927
0.1741
-0.3145
1.3453
2.5095
-0.1368
-0.2048
0.1596
-2.5058
-0.0226
3.0258
0.2525
-0.6796
0.5039
0.1583
0.8488
-0.5186
0.6538
-0.5687
-0.8413
-0.8783
-0.6755
-0.7886
0.8994
1.4901
0.4654
-0.4956
1.002
0.416
-0.7342
0.946
-0.0748
0.5519
-0.2348
0.5848
0.8595
-0.3456
-0.2675
-1.168
-0.4133
-0.5091
0.4115
0.1143
-1.0155
1.6844
0.1468
0.3452
0.5466
0.3611
1.1487
-0.0113
-0.9749
-0.5474
-0.3821
2.049
-0.7363
2.4963
-0.6914
-0.3061
-0.7554
0.4796
-1.3945
-0.303
1.9288
-0.4752
-0.5765
0.63
-0.2708
-0.6689
-0.4189
0.9794
-0.4742
-1.4236
1.7396
-0.0022
0.5955
-0.4487
-0.4235
-0.3917
0.6287
-1.3986
0.4012
0.4012
0.7395
1.0348
-0.3997
-1.0745
-0.1841
0.3305
-0.5562
-0.8856
-1.011
-0.5605
1.426
-0.0574
-1.691
-0.1502
0.2608
-0.1617
0.9009
-0.5191
-0.2297
-0.5881
0.4837
0.4581
1.3294
0.6822
-0.0573
1.3151
0.6238
-0.4343
2.7312
1.7597
-0.1155
0.6749
0.4819
1.7615
-0.3242
-0.7082
-0.6051
0.0625
-0.2235
0.1507
-0.8267
0.7459
-0.2791
0.1821
2.2744
-0.9733
-1.7657
-0.8039
-0.7911
-0.5296
0.5641
0.9708
0.7237
-0.7445
-0.4979
0.795
-0.8314
-0.0494
-0.3749
-0.0123
-0.1747
0.8131
-0.7764
0.772
2.1047
0.9773
1.0634
-2.2128
-0.3342
2.5343
0.3977
1.1292
-0.9796
0.5032
0.785
1.7716
0.5124
0.5788
-0.4689
0.5071
-0.9122
-1.3885
0.7449
-0.5235
0.1347
-0.0791
-0.0304
0.9963
0.4153
-1.3308
1.1462
0.6213
-0.3268
1.4929
-1.5871
-0.6357
-0.7714
0.1982
-0.7779
0.6513
0.5309
-1.1619
2.6237
-0.5342
-1.3781
-0.5596
0.7165
-0.3714
-1.264
-1.5303
-0.8855
-0.1723
-0.062
0.2194
0.2411
-0.3851
-0.0749
1.8452
-0.6388
1.3771
-0.9855
-1.1648
-0.3406
0.6562
-0.0305
-0.12
0.4363
0.522
1.9008
-0.7511
0.5697
1.2848
0.5996
-0.7586
-0.2103
1.0401
2.1882
-0.1202
-0.6363
3.0114
-0.854
-0.388
-1.8662
0.367
5.2038
-0.5066
-0.4271
-1.525
1.83
-0.1989
-1.0064
0.6385
-0.3337
0.6554
-1.7107
1.0194
0.5459
0.0157
-1.1188
1.1216
0.0924
0.1205
0.4068
0.5676
-0.4844
0.4082
-0.6173
-0.2185
0.1464
-0.9116
-0.8381
1.1592
-1.2852
0.8358
0.5238
0.1888
-1.279
2.2285
-0.0303
-0.8734
0.9449
-1.0325
0.5059
-0.9636
-0.2512
-0.3574
-1.4114
0.4547
-0.8432
2.0365
0.5356
-0.4273
-0.991
0.009
-0.2795
0.384
-0.8024
-1.3423
0.7923
-0.6661
2.4383
-0.0817
0.5515
-0.3284
1.5443
-1.7485
-0.9552
-0.2235
0.9323
1.3135
0.1623
0.6928
0.4833
0.3461
-0.6308
-0.0596
0.0073
0.2535
1.4037
-0.6829
-0.3818
-1.1986
-0.6113
1.5065
0.1053
0.0676
-0.5312
-1.0584
3.65
0.9416
-0.4731
-0.1628
1.046
-1.0835
1.699
2.9161
-1.9784
-0.2562
0.178
-0.3604
-1.7898
2.0604
-0.5885
1.2397
0.0517
-0.0846
1.122
0.5305
0.9533
-0.8017
-0.9593
-1.0306
-0.5291
-0.2963
-1.3223
0.1084
0.9367
-0.263
-0.0629
0.2323
1.0672
0.6829
1.104
-1.2176
-0.5923
-0.4156
0.0177
-0.1591
1.7694
-0.8357
0.4885
1.1992
-0.467
-1.5416
0.1902
-0.5623
-0.0048
-0.5751
2.5635
-0.8195
0.1725
0.5117
1.1672
-0.9114
-0.573
-0.0623
-0.4872
1.1098
-0.3449
1.1078
0.3991
1.028
-0.8977
-0.2181
0.2627
0.6497
0.2791
-0.9734
-0.2973
0.1768
-0.2327
-0.3154
-0.716
-1.0895
0.0088
-0.464
-0.0844
-0.1315
-0.6534
45.166667
1
2,643
34.2
BREAST CONSERVING
Breast Cancer
Breast Invasive Ductal Carcinoma
Low
0
claudin-low
2
null
Negative
2
NEUTRAL
Negative
Ductal/NST
0
Pre
4ER-
Right
0
3.006
IDC
Negative
1
null
3
1
Died of Disease
-0.4043
0.5355
-0.9568
-1.2636
-0.4818
0.9192
-2.8993
0.4092
0.9147
0.2381
1.5259
-1.3893
-0.2778
-0.0439
-1.1999
0.0782
-0.5619
-1.0574
-0.8747
-0.7967
0.1711
0.5467
0.5027
0.6573
-0.1751
0.401
0.3787
-1.1724
-0.3412
-2.3129
0.057
0.8063
1.4763
-0.6354
-1.5843
0.3918
0.4387
0.7346
-0.1523
0.1186
0.0059
1.4809
-1.8967
0.2169
-1.0538
-0.4282
0.5282
0.9348
0.6871
-0.5505
0.6918
-0.3516
1.5375
-0.2371
1.3783
-0.2114
2.306
0.372
0.7624
0.6122
-0.5424
1.5266
1.0104
-0.8152
0.0514
0.5504
-0.4595
0.9847
-0.5562
0.0565
-1.0499
0.7994
-0.9851
-0.4345
-0.9512
0.0131
-2.1734
0.9287
0.7013
-0.8824
0.1899
-0.3044
-0.7826
0.56
0.3831
-0.2163
-1.4129
0.6212
0.3908
0.3206
0.4358
0.2216
-1.0792
2.8011
0.3591
-0.1021
1.1715
-1.164
1.5842
-0.7461
1.0031
1.3176
-0.6896
-0.3746
-1.858
-1.1926
-0.0679
-0.8166
1.1051
-1.0308
0.6329
0.9039
-0.6695
3.2807
0.015
-0.637
-1.3769
1.7688
-0.5266
0.275
-0.1427
-0.9738
-1.1087
-0.6113
-1.14
0.1616
0.0486
0.9205
-1.0269
0.4363
0.4578
-0.2281
-1.7771
-0.9504
-0.3413
-0.5123
-0.0458
0.906
-0.7564
0.5717
0.4121
0.7436
0.4127
0.4719
2.3966
0.465
0.0092
0.5102
0.1295
0.3653
-0.5454
0.7479
-0.1978
1.1933
-0.2524
-0.347
-2.3168
-4.4588
-0.213
2.083
0.5729
-0.1887
-0.8157
1.7345
0.9781
1.3101
-0.2251
0.6683
0.8861
-1.35
1.9098
1.9123
-0.5772
2.2556
-1.2103
-0.2309
0.999
-0.2102
1.052
3.5216
0.5906
0.578
0.1494
-0.267
1.8831
0.7988
1.3058
-0.4729
-0.1683
-0.5517
3.2276
0.6931
0.5823
2.1298
0.8711
0.7673
-0.2338
-0.5028
0.3712
1.6408
1.0489
-0.0992
-0.4472
-0.7864
0.5977
-0.5754
-2.0881
4.2582
1.5087
0.7627
-1.0109
1.335
0.7883
7.3353
2.6507
-1.4516
0.8121
-0.4706
-0.3349
-1.5546
1.0951
2.4976
-0.9359
1.8089
2.3919
-0.563
0.3668
0.9477
-0.6695
-0.1385
-0.7956
2.5635
1.5627
-1.2233
-0.9094
0.7491
0.1595
-1.2621
1.7731
-2.16
-5.3088
1.1876
-0.3084
1.328
0.8611
1.6833
-0.0771
2.6254
2.7484
-1.131
-0.2337
0.3118
0.4434
-0.0498
-0.7032
1.021
0.3197
-0.1311
-0.333
-0.9598
0.4668
-1.0015
-0.8509
0.04
-1.4551
-0.9725
0.7216
0.7503
1.7751
0.058
1.5161
0.0233
-1.2994
0.753
-0.9016
-1.1644
-2.3637
-0.0968
-2.1648
0.7351
-2.5118
-1.0552
1.1582
-0.2626
0.3948
3.2533
2.2422
-0.6873
-0.6991
-1.3591
-0.1562
-0.0558
0.8851
1.9396
0.8785
0.4211
0.212
0.7227
0.3518
0.7852
-0.5298
-0.6358
-1.7062
0.3412
-0.7041
-1.3685
0.1755
-1.2076
1.6391
1.5224
-2.4638
0.4331
2.7113
0.1696
0.7349
-0.2203
2.1966
0.1874
-0.4909
-0.4166
0.2775
0.535
-1.5976
-0.6694
-0.7703
-0.1368
1.0447
1.1245
-0.171
-0.6807
-0.416
1.2443
0.9287
1.6771
-1.1232
0.2189
-1.939
-0.8776
-0.6745
-1.0188
-1.2413
3.3885
1.841
-0.5073
1.161
0.6097
-0.2756
0.2219
-0.479
-1.095
0.551
0.7189
-0.1206
-1.0832
1.2571
-0.1755
1.448
0.3979
1.3001
-0.6276
-0.9191
-0.7473
0.8527
-0.9121
0.0831
1.1707
-2.1561
-0.3129
0.552
-0.2316
-0.1628
0.4765
0.0962
-0.0645
0.5178
-1.3668
-0.7901
0.6779
1.3304
-0.0685
2.1722
-0.0232
0.798
-0.3908
1.697
-0.7369
-0.7855
-0.5771
0.6074
-3.2725
0.4757
0.0715
1.1015
3.6266
1.8304
1.6301
1.6818
0.3536
1.1034
-0.6567
-0.8323
-0.2503
-1.1695
0.8766
-1.5972
0.1336
-0.9486
0.1256
0.1946
-1.3088
-2.0087
-0.2787
-0.536
0.6989
-0.8083
1.1759
-1.0985
0.0412
-0.1852
-0.5486
0.0332
1.3486
-0.4712
0.0404
0.2894
-0.5477
1.6378
1.8877
0.1752
-0.3345
-0.0644
0.285
0.1667
1.4542
-1.8192
0.4112
1.2936
0.1671
-0.552
1.5895
0.2086
0.9797
0.4327
-1.282
-1.3204
0.4219
1.1412
-0.4141
-0.9092
-1.0821
-2.2663
2.2669
-0.2903
-0.5131
0.6944
-0.3951
0.67
1.2092
-1.355
0.4444
-1.3607
0.663
-1.1535
2.6616
0.1257
0.498
-0.9496
-0.6148
-0.6711
0.0564
1.4213
-0.5306
0.642
-1.6397
-1.1551
1.6879
-0.8416
-2.3506
2.2291
-0.2424
0.8877
0.1789
-0.926
-1.7305
-0.5572
-1.5777
-0.83
-0.0654
-0.9237
52.966667
1
2,645
69.45
MASTECTOMY
Breast Cancer
Breast Invasive Ductal Carcinoma
Moderate
0
Basal
2
Positve
Positive
3
NEUTRAL
Negative
Ductal/NST
1
Post
4ER+
Left
6
6.054
IDC
Negative
1
null
27
3
Died of Disease
2.2993
0.9123
1.2876
-0.7993
1.693
-0.5337
0.1242
1.0526
0.3544
-0.5059
-0.2522
-0.078
0.764
3.9232
2.5182
0.883
0.9603
1.9788
-0.1991
0.101
-0.0165
0.7782
-0.9201
5.1998
1.5914
2.3192
0.6648
2.4932
3.8331
-2.5455
1.1928
-0.447
0.3112
2.2156
-0.4932
-0.5404
0.0177
2.5301
-1.1632
1.8518
-0.5466
-0.8005
-0.5325
0.0562
5.3195
1.1878
0.6035
0.5178
0.2498
-0.9384
-1.7347
-0.7338
0.018
-0.1984
-0.5771
0.3867
0.9573
-0.4139
0.7994
-0.8278
-1.246
2.3465
2.049
-0.058
1.8638
2.3978
2.147
-0.07
1.1926
-0.1182
1.0354
0.3956
-0.1503
-1.3785
-0.8164
3.2206
-2.5932
0.0934
-0.52
-0.318
0.0175
1.7919
-2.4736
1.5932
-1.4899
0.0916
0.8054
-1.2637
-2.2902
0.2894
-2.0625
-1.2842
1.2579
-2.0267
-0.1707
0.084
-2.5556
-0.1105
-1.5658
0.269
-0.89
2.1282
-1.0811
-0.8408
0.5439
-0.4818
0.7793
0.3278
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