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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69.48
MASTECTOMY
Breast Cancer
Breast Invasive Ductal Carcinoma
Moderate
0
Her2
2
Positve
Positive
3
GAIN
Negative
Ductal/NST
1
Post
5
Right
7
6.06
IDC
Negative
1
HER2+
30
3
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9.6
1
2,966
50.3
MASTECTOMY
Breast Cancer
Breast Invasive Ductal Carcinoma
Moderate
0
LumA
2
Positve
Positive
3
NEUTRAL
Negative
Ductal/NST
1
Post
8
Left
2
5.036
IDC
Positive
1
ER+/HER2- High Prolif
18
2
Living
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0.73
-0.61
-1.6977
-0.6287
-0.4471
0.6611
-0.5788
-1.185
-0.4643
0.0592
-0.4429
-0.0851
-1.7875
-1.8261
0.199
0.1658
2.7869
1.0441
-0.5085
-0.6769
0.0387
0.0833
-1.4844
1.5378
-0.3031
0.669
-0.6881
0.173
1.3316
0.8519
0.0938
-1.3705
0.507
0.8076
0.2997
-0.0428
-0.9864
-0.3234
-0.274
0.6515
1.0441
1.4046
-0.5196
-0.2759
1.0071
0.0603
-0.9443
-0.1773
0.181
-0.3194
0.2543
0.2334
0.5216
0.9099
0.2003
-0.7349
0.2359
-0.546
-0.2128
-0.1744
1.0713
1.4473
0.6933
1.1248
0.07
0.0756
-0.5395
0.1265
-0.7458
1.097
-1.2208
0.4852
1.1339
0.3489
-0.1032
-1.4859
0.1155
0.5882
-0.5894
0.678
0.3757
0.5283
-0.8266
-0.1358
1.2258
-0.8927
-0.6658
-1.6539
-0.401
0.2337
-0.7754
265
0
2,969
66.86
MASTECTOMY
Breast Cancer
Breast Invasive Ductal Carcinoma
High
0
LumA
2
Positve
Positive
2
LOSS
Negative
Ductal/NST
0
Post
3
Right
0
3.026
IDC
Positive
1
ER+/HER2- Low Prolif
13
1
Died of Other Causes
0.4662
0.023
-0.0374
1.2226
-1.5346
-2.2329
-2.7429
-0.6775
-2.6867
-1.1167
-1.425
-0.3541
0.4103
-0.3582
0.7912
0.8523
0.4959
0.6949
-0.7065
-1.4081
-1.0303
-1.7335
-0.9827
-0.564
0.4874
0.1528
-0.689
-0.1869
-0.3981
-1.1856
0.5485
0.5058
-0.0074
0.1839
0.3326
0.8636
0.2753
1.2488
0.6286
-0.4385
0.7076
-0.079
0.6574
1.7034
-0.6416
-0.7232
-0.4865
-1.3872
-0.0645
-1.0643
-0.6899
-0.6717
0.1231
0.3656
-1.1174
-1.6465
-1.1514
-1.5131
0.9365
0.3932
-1.6128
1.6641
-0.5268
-1.4699
-0.3791
-0.4333
0.2468
0.4695
-0.5533
-0.9368
-0.2745
-0.9741
-0.9409
-1.01
-1.4802
1.2907
-0.8842
-0.3751
-0.7094
0.1291
-0.609
-1.0829
-0.3907
0.3593
-2.274
-0.7193
0.8951
-0.7577
-0.9613
-0.6041
0.4089
0.0797
-0.3269
0.1076
0.795
-0.9873
-0.0944
0.2241
-1.0798
-1.1319
-0.7952
0.5199
-1.2421
-0.505
-1.6757
2.0744
-0.9437
-0.3117
1.2841
-0.8612
0.7602
2.777
-0.4655
0.0536
-2.2093
0.105
0.0289
1.2105
0.6155
-1.068
-0.0812
-0.2356
0.2939
-0.7383
2.5708
0.1846
-0.2863
0.5132
-0.1217
0.7468
0.0795
0.0131
0.7363
-0.3944
0.731
-1.0607
-1.2473
0.1993
-0.4763
-1.6276
-0.3526
-0.1444
-0.0583
-0.7827
0.4664
0.002
-1.3313
2.3498
0.8722
0.269
-0.6765
-0.3807
-0.1139
0.9216
-0.8639
1.0792
-0.4985
-0.0831
0.2985
0.9286
0.2084
-0.5123
0.9483
0.6705
-1.1349
0.6324
-0.2032
-0.2226
0.5883
-1.299
-0.832
-0.5525
-0.7445
2.9672
-0.5162
0.1048
-0.501
0.7173
0.6582
0.3737
-1.617
-0.0455
1.5121
0.3116
-0.0653
-1.7369
0.0894
-0.6055
0.4358
1.0168
-0.1863
0.7147
-0.8126
0.4374
-0.1386
-1.4345
-1.2173
-0.2927
0.1518
0.9048
-1.6387
-0.5659
-0.7297
-1.2036
-0.3986
0.4905
0.3538
-0.5432
2.3202
-0.4374
-0.4627
0.4766
0.0486
1.5388
1.5858
-0.4383
-1.7555
-0.3124
-0.8129
0.2473
1.2408
0.3998
0.0635
0.6577
-0.8596
-0.3052
0.0281
-0.2853
-0.4102
0.1096
-0.552
2.0093
0.3224
-1.3847
0.7807
0.815
0.4888
0.3323
0.4973
0.4363
0.2142
0.3303
-0.7597
-0.2714
0.3397
1.0469
1.0868
-1.075
0.2154
0.7568
-1.0621
0.699
-0.1156
-0.8824
-1.4331
0.0558
0.8149
0.2314
0.4038
-0.3546
1.2636
-2.1547
-0.0905
0.4646
-0.4167
-0.7978
1.115
1.6377
1.1
0.3348
1.2453
-0.6351
-0.7667
-0.1812
-1.3201
-0.6903
-2.1202
-0.5141
-1.186
0.541
0.1081
-1.0929
1.3727
-0.3715
-1.7137
-1.0979
1.6101
-0.1882
0.3488
0.9211
0.8019
-0.4309
-1.2183
-0.6556
-0.6376
-0.2366
-0.0812
-1.1451
-0.8007
0.187
-0.3382
-1.032
0.6506
-0.0808
0.2273
-0.3547
-0.2856
-2.0289
0.805
0.9307
0.1799
2.0196
-0.1066
-0.4533
0.5149
0.566
0.9686
-1.0232
-1.1327
1.1792
0.8838
0.1564
-0.7889
-0.241
0.7274
1.146
0.2749
-0.7381
1.1809
1.0107
-0.5346
0.6875
-0.3266
1.3933
-1.5667
-0.2844
-1.37
0.2417
-0.6721
-0.573
-1.2102
0.7482
-1.05
0.0398
0.1503
1.0296
-0.1419
-0.2949
-0.602
-0.4119
-1.9107
0.9192
-0.4763
-0.7263
1.0617
-0.2607
-0.6402
0.7381
1.3554
-0.6669
1.5773
-1.0114
0.9069
1.0147
-0.3873
0.2641
-0.7939
-1.2643
0.5633
-0.5283
0.1101
-0.381
1.0202
3.2553
-0.7785
0.545
-0.2231
0.0729
-0.1974
0.3617
1.2435
-0.3354
1.4351
0.6678
0.4863
-1.6806
-1.108
-0.8555
-0.3081
-1.1553
-0.2125
0.4067
0.2841
1.6786
0.3573
0.4479
1.6335
1.0804
0.2032
-0.8118
-0.5047
0.4859
-1.3005
2.2706
1.0592
-0.8516
-0.1892
-0.4029
0.4387
1.2175
-1.5019
-1.3555
1.3185
0.3517
0.029
0.7838
-1.8908
0.6188
0.573
-1.5592
-0.1759
0.5052
-0.2811
2.0562
-0.5714
0.8084
0.9937
1.093
1.1054
-0.1134
0.4317
0.6901
0.0493
2.2028
-0.3152
0.0776
0.4494
0.1373
0.6159
2.172
0.0333
0.5201
-0.4317
0.0262
-0.9283
-0.3735
0.4304
-0.0734
-0.2657
3.4466
0.3011
0.9418
-0.6651
-0.0667
-0.8615
0.532
0.5585
0.0608
1.5502
0.3431
-0.3465
1.6835
-0.6099
-0.2819
0.1119
0.5392
-0.9912
-0.1646
-0.115
0.9343
2.5773
0.4952
0.2766
-0.8438
-0.3505
-0.3025
-0.9872
0.0386
0.9755
-0.1875
-0.2742
-0.3277
-0.5784
0.422
-0.6448
-0.2243
-0.8571
0.0073
-0.4739
172.9
1
2,970
46.49
MASTECTOMY
Breast Cancer
Breast Mixed Ductal and Lobular Carcinoma
High
0
LumA
2
Positve
Positive
2
NEUTRAL
Negative
Mixed
1
Pre
4ER+
Left
2
4.05
MDLC
Positive
0
ER+/HER2- Low Prolif
25
2
Died of Disease
0.0313
-0.9329
0.598
1.126
-1.9971
1.0393
-2.3082
-1.3524
-1.7435
-1.026
-0.9711
-0.2267
0.28
0.461
0.4743
0.8834
-0.0881
-0.2641
0.2354
-0.5874
-0.5347
-1.987
0.2374
-0.0983
-0.0726
-0.1711
-0.8158
-0.8208
-0.8492
-0.6832
0.418
0.4663
0.8891
0.2149
-0.1474
0.0062
0.2768
1.9194
-1.0537
-1.045
0.4173
0.2981
0.1105
-0.6424
-0.9832
-2.0145
-1.344
-0.9074
0.4863
0.6099
-0.4815
-1.3843
-0.5508
0.7142
-0.7168
-0.5111
-1.556
-0.1699
0.0346
0.6923
-0.455
1.5559
-1.0644
-1.5832
-0.6111
1.2753
-0.3933
-2.0342
-0.0895
-0.5007
-0.6015
0.2046
-1.1657
-0.7242
1.195
0.6007
-0.4647
0.1344
-1.0435
0.9903
-0.8728
-0.8442
0.3656
0.098
-2.2481
-0.3222
0.5762
-1.5906
-1.319
-0.474
0.5081
-1.131
-0.3072
0.6327
-1.0332
-0.3574
-0.0118
1.0509
-0.8697
0.1375
-1.7705
0.3335
0.3249
2.1073
-0.3191
0.5698
-0.4177
-0.5173
0.8899
0.1144
-0.6097
2.1035
-0.7492
1.6003
-1.6466
-0.9077
-0.7453
0.6693
-0.454
-1.1512
-0.9179
0.7367
0.5306
-1.9698
0.0366
0.4931
-0.1241
-0.3703
0.668
0.0961
0.5591
-0.2839
-0.5989
-0.9212
-0.5653
-0.3051
-0.2784
-0.2841
-0.8567
0.0635
0.032
-2.1865
-0.0779
-0.2015
1.1128
-0.5206
-1.116
2.7678
-0.2634
1.0329
-0.063
-0.8011
0.0719
0.6997
-0.8252
-0.3669
-0.9937
0.7663
-0.2449
1.4193
0.9914
-0.0233
0.3511
1.7773
-0.405
0.7871
0.2515
-0.5882
0.1183
-1.2625
-1.0303
0.7553
-0.8493
0.8076
-0.6857
-0.4158
-0.0945
0.7953
0.1182
0.025
1.2472
-0.1728
0.6859
-0.5516
-0.7651
-1.4538
-1.0481
-0.5626
-1.0701
1.6924
-0.7959
1.3949
-0.4463
1.3987
-0.2175
-1.0853
-1.1485
-1.0341
0.4724
-0.9785
1.4382
-0.0648
0.083
-1.4216
-0.371
-0.791
-0.9706
-0.4046
-0.9705
0.7227
-1.1765
0.0641
0.4041
1.5156
0.2031
-0.5346
1.5274
-0.5709
-0.4645
1.1081
2.1796
-0.3104
0.69
0.1809
0.3802
-0.568
0.6957
0.3412
-0.999
0.7448
-0.7556
1.8035
0.1484
-1.8722
-0.0876
-0.1119
0.7558
-1.2875
-0.2061
-0.3478
-0.0522
0.6134
-1.1908
0.3152
0.2193
0.8903
1.7831
-0.0462
0.3195
-0.3571
-0.0933
-0.6668
-1.7
-0.7629
-0.2185
0.0044
0.4503
-0.6174
-0.5287
-0.3876
-0.0836
-2.4616
0.4037
1.1041
-0.5206
-0.8642
0.9598
0.2358
1.1449
0.404
0.8792
-0.1424
-0.2111
-0.1747
0.0131
-0.6359
-0.9968
0.897
-0.4473
-0.0471
0.3756
-0.9245
1.3928
-1.1572
-2.034
0.2915
-0.0035
-1.0276
-0.5925
0.9645
1.5253
-1.181
-0.4774
0.0234
-0.9241
-0.3337
-0.0652
0.5678
0.6348
-0.4648
-0.7961
-1.099
-0.0141
0.204
-0.0671
-0.3329
-0.6655
-1.7842
0.6192
0.4895
0.6537
2.3985
0.742
-1.0781
0.6463
-0.1178
0.2301
-0.0803
-0.1001
1.477
1.2636
-0.079
-0.3307
-0.5802
-0.9831
0.625
0.6549
0.1554
1.2259
-0.3814
1.0851
-0.8025
-0.7141
0.2205
-1.1919
-0.395
1.2835
-1.0306
-0.4089
-0.5668
0.2837
-0.5475
-1.1128
-0.045
0.7359
-0.6477
-0.1487
-0.9607
-0.2928
-1.4389
-1.2524
-0.3537
-0.0602
-0.9797
0.8234
-0.1872
2.2004
0.8188
1.6252
0.0836
0.186
0.1374
1.4102
-2.1339
-0.2468
0.2476
0.2534
-0.5609
-0.535
-0.3366
0.9176
-0.6933
-0.1037
1.5255
-1.3195
-0.4584
0.2719
1.7572
0.3534
0.4171
0.3191
-0.6043
0.2943
-0.0269
0.8823
0.416
1.2939
-0.624
-0.8757
-0.3652
1.136
0.8301
0.6065
2.9279
-0.3957
-0.309
1.1441
-0.2361
0.4112
-0.8432
-0.0783
-0.5774
-0.6753
1.5189
1.0693
-0.7364
-1.278
0.5739
-0.3978
0.6827
-1.2867
-1.52
0.369
0.3436
0.1693
0.7457
-2.5826
0.9732
0.3474
0.3918
-0.0443
-0.0583
-0.0376
0.5925
0.1948
0.4936
1.4423
0.8298
-0.2533
0.7524
0.0604
0.7262
0.1916
0.0393
-0.5159
0.5426
-0.3645
1.2472
0.4316
0.4105
-0.8241
-1.2141
-0.7455
-0.2444
0.2871
-0.7893
-0.799
-0.2759
-1.2011
0.1931
0.0216
1.6059
-0.2743
-0.9056
0.4154
-0.3864
-0.0907
-0.1158
0.1152
-0.7227
0.0382
0.2927
0.587
-0.7568
-0.0066
0.108
-1.7539
-0.1889
-0.6396
-0.2313
1.1167
0.3833
0.8479
-0.79
-0.2577
0.2996
0.1378
-0.3396
1.8006
-0.0592
0.5182
0.0031
-0.4094
-0.3179
0.3429
-0.1948
-0.247
-0.179
-0.6055
252.866667
1
2,971
69.6
BREAST CONSERVING
Breast Cancer
Breast Invasive Ductal Carcinoma
Moderate
0
LumA
2
Positve
Positive
2
NEUTRAL
Negative
Ductal/NST
1
Post
3
Left
2
4.03
IDC
Positive
1
ER+/HER2- Low Prolif
15
2
Living
0.0528
0.5678
-0.5929
0.564
-0.6304
0.8019
-2.5517
-1.1546
-0.7987
-1.1134
-1.3535
-1.1284
-0.2705
-0.5272
0.4776
0.5764
-0.1239
-0.5157
-0.0391
0.4246
-0.0731
-0.3711
-0.2993
-0.1559
-0.6506
-0.1796
-0.8046
-0.1642
-0.4944
-0.6063
-0.2145
-0.1212
0.4008
-0.1471
1.3683
0.8896
0.2459
1.6172
0.9562
-0.904
0.0456
0.0091
-1.0113
-0.046
-0.5166
-0.3989
-0.5031
-1.7918
0.4629
-0.799
0.0184
-0.6164
-0.6585
0.0831
-0.6177
-0.6717
-1.4827
-1.2155
0.4847
0.4203
-0.2866
0.9561
-0.4574
-1.1026
-0.3717
1.6143
-0.8949
-0.6418
1.2277
-0.7812
0.3824
-0.0189
-1.6193
-1.301
-1.6798
0.2219
0.4712
0.0675
0.7743
1.1909
0.026
0.1604
-0.1574
-0.38
-1.9459
-1.4455
0.3224
-0.1088
-0.9508
-0.096
1.1563
0.7124
-0.0738
1.4601
-0.6457
-1.6246
-0.0697
0.3936
-2.0892
-0.0437
-0.7447
0.7643
-0.8935
-1.2455
0.1558
-0.67
0.6149
0.34
1.2577
-0.4695
0.5759
0.8656
-0.7793
0.7778
-1.0117
-0.0585
-1.1935
1.8573
-1.606
0.1965
-0.9971
0.6419
0.8465
-0.4229
-1.1038
2.6877
-0.241
-1.4733
-0.5057
0.3702
-0.894
0.4558
0.4615
-0.7102
0.1141
0.3423
-1.4404
-0.607
0.3236
0.2334
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-0.9328
1.1017
0.2713
-1.4978
0.6322
0.4747
-0.2504
-0.5305
0.0748
-0.4035
1.149
-0.1666
-0.1891
-0.3864
0.2033
0.6528
0.9226
-0.6622
-0.9909
-0.3854
0.2749
0.392
0.8169
0.2167
-0.8782
0.7454
-0.3429
-0.2164
0.1827
-0.3715
1.2534
-0.4045
-0.4559
0.5147
-1.3347
0.7151
-0.3866
2.0807
-0.624
0.2357
0.1075
-0.195
-0.7914
-0.3478
0.2361
-0.149
0.6189
0.0305
0.6156
-0.4967
1.8719
-0.7682
-1.0478
-0.359
-0.0956
-0.0795
0.0389
0.3597
-0.2619
-0.4218
-1.1087
-0.1733
-0.1893
0.4756
-0.7068
-0.3008
0.6261
-0.3696
-1.0199
-0.769
0.9403
0.7398
-0.8041
-0.8567
-0.4335
-0.6601
0.3214
0.3946
0.571
0.1504
0.41
-0.5053
-1.6068
1.2042
0.2454
-1.6479
0.0744
-0.1123
1.4888
0.6832
-1.5448
-0.4641
-0.114
1.6649
-1.0168
-0.2765
-0.8462
0.0856
-0.2482
-1.1072
-0.1032
-0.0816
1.1393
0.8481
-1.049
0.7417
0.2611
-1.0716
-1.0841
-0.0758
-0.1792
-0.2403
-0.2764
0.8119
-0.0201
1.0167
-0.0465
-0.8613
-2.1639
-0.5705
0.0387
-0.4669
-0.4236
0.8757
1.402
0.6144
0.7113
1.4754
-0.3596
0.2897
0.094
-0.1933
0.7099
-1.6359
-0.4375
-0.3028
0.1611
0.1031
-1.4344
0.7309
-0.1415
-1.4046
-0.3299
0.1628
-0.5768
0.4111
-0.1971
0.4991
-0.8349
-1.7882
-0.0793
-1.2298
0.751
2.3783
0.7021
0.0079
-0.2159
-0.3296
-0.8285
0.3318
-0.1681
-2.362
0.449
-0.1923
-1.4427
-0.0715
0.2588
0.3133
1.3679
1.3087
0.1189
0.8282
-0.7168
1.5194
-0.1803
1.0799
1.0224
1.109
0.1736
-0.456
0.3554
-0.6062
2.3805
1.7478
-0.5952
1.4375
0.2824
-0.1223
0.458
-0.2675
0.7317
-1.6022
0.5031
-1.3063
-1.4101
0.1233
-0.949
1.3284
0.1187
-0.1121
-0.3983
-1.2987
-0.281
-0.2717
0.062
-0.494
-0.5423
-0.7792
-0.4643
-0.7088
-0.6363
0.8582
0.3159
-0.1255
1.4344
0.8738
-0.4012
0.0644
-1.0917
0.7464
-1.0693
-0.3335
0.4659
-0.3129
-0.5012
-0.4066
-0.2499
1.4209
0.2926
-0.097
2.3578
-0.5865
0.2982
-0.0497
1.579
0.0383
-0.2633
-0.0058
-0.609
1.4387
0.9426
0.7962
-0.9999
-0.2783
-0.1423
-0.2876
-1.5534
0.5989
0.5426
-0.1952
1.5368
0.5932
0.0941
0.3576
0.3386
-0.131
-0.9441
0.0054
-0.517
-1.1764
1.3169
0.3689
-1.0311
2.5174
0.2701
0.471
0.2775
-0.6304
-0.9793
0.9745
-0.6092
0.2538
0.299
-2.0471
-0.2817
-0.9131
1.0991
-0.3156
-0.4679
-0.2051
-0.0305
-1.1517
1.1088
0.7348
0.9479
1.4099
-0.7006
-0.3946
0.0977
-0.7405
-0.5208
-0.1886
-0.0339
0.0519
-0.4868
1.2243
0.6527
-0.1192
-0.4982
-0.6286
1.2057
-1.2617
0.5053
-0.219
-0.4707
-0.8373
-0.5637
-0.3648
0.4812
0.1507
-0.7443
-0.5959
0.5337
0.6727
0.9581
0.9306
1.193
0.7253
0.8471
-1.3713
0.3834
-0.27
-0.4523
-1.87
0.107
-0.2963
0.7953
0.7964
-0.4466
-0.0422
-0.0184
-0.3799
-0.0088
0.6368
-0.9957
1.2261
-0.6635
0.8553
-0.1287
0.6776
0.502
0.4715
-0.2359
-0.2049
0.9942
-0.2466
264.233333
0
2,977
40.02
BREAST CONSERVING
Breast Cancer
Breast Invasive Ductal Carcinoma
High
0
LumA
2
Positve
Positive
1
NEUTRAL
Negative
Ductal/NST
0
Pre
7
Right
0
2.03
IDC
Positive
0
ER+/HER2- Low Prolif
15
1
Died of Other Causes
-0.9351
0.1884
1.1216
-0.017
-0.7675
-0.5066
-0.3153
0.4592
1.142
1.0809
-0.5365
-0.2433
0.3925
-0.0694
-0.6818
1.8374
-0.3163
0.3069
-0.0273
-0.1447
0.3096
-0.2115
0.0251
0.0708
-0.5172
-0.7053
-0.4421
0.6229
-1.5248
-0.8526
1.5738
-0.0729
0.43
-0.2081
-0.4877
0.1081
-1.0596
0.7322
-0.129
-1.1535
-0.8354
-0.6368
-0.195
-0.6995
-0.7364
-1.0074
-0.3399
1.6752
1.2012
-1.7584
-0.5991
0.3663
0.5827
0.2996
-0.5772
0.6848
0.8388
-0.102
0.4316
-0.0106
0.3389
1.481
-0.9807
0.0316
-0.0674
1.077
0.6016
0.8052
-0.7974
-0.3889
0.0322
0.0682
-1.3168
-0.6817
-0.4049
-0.4997
0.1346
-0.4762
0.8657
-0.7647
0.1832
-0.7733
-1.3199
-0.6775
-0.2048
-0.3575
-1.3433
-0.8953
-0.8545
-0.5016
-0.2233
-0.5916
0.0473
-0.7214
-0.457
0.7516
-1.0131
1.3874
0.5539
0.1737
-0.6204
1.6045
-1.2213
0.2496
0.1748
-1.3351
-0.4118
-0.1026
0.8265
-0.346
-1.3573
0.2276
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-0.384
-0.8081
-0.4181
-0.3191
-0.0714
-0.4126
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-1.1753
1.0268
0.0209
-0.552
0.658
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0.1183
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0.3506
0.0851
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0.0348
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0.632
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-2.3748
0.1481
-0.1101
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1.4597
-0.6397
1.9339
-1.5879
0.3067
0.0964
1.222
-0.2263
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0.3899
-0.4879
0.9698
1.2866
-0.425
-0.4284
1.4223
0.4422
-0.0417
-0.5612
-0.6985
-0.0562
-1.9542
0.0363
-0.4493
-0.8759
1.8547
0.3982
-0.2883
-0.2063
0.3398
0.6047
-0.615
1.1296
0.1947
0.7408
-0.2114
-1.0643
-1.1832
-2.5125
-0.4165
0.0095
-0.0153
0.1727
-0.0669
-1.2544
0.2415
0.8064
0.1549
0.8619
-0.2764
0.7834
-0.7822
0.1218
0.6086
-0.4784
0.1285
-0.3737
-0.5482
-0.0533
-0.7582
0.4515
0.2948
-1.0614
0.6196
0.8164
2.278
1.2187
-1.0541
-1.29
-0.0771
-0.5158
-0.216
4.5156
0.3547
3.2987
0.3663
-1.2513
-0.3745
-0.5513
-1.643
-1.2438
0.3225
-0.5431
2.2318
0.5806
-1.2522
-0.2874
0.0319
0.5635
-0.5038
0.3826
-1.168
-0.233
-0.3094
-1.9512
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0.4274
0.0317
1.2559
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0.4251
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0.8158
0.3955
-0.7247
0.1288
-0.5098
0.4518
-0.4256
-1.0976
-0.9374
-0.5883
1.364
2.2797
0.5383
2.1761
0.5205
0.854
0.5031
0.4509
0.5538
-0.2582
-0.8906
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-1.1
0.0614
-0.1234
-1.3726
-1.0368
-0.0309
-1.018
1.0814
-1.4353
-0.5287
0.1379
0.8103
-0.2091
1.2849
1.2939
1.1239
-1.0346
-0.176
-0.6657
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0.0897
0.1742
0.5184
-0.8344
0.1713
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1.4062
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0.0011
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1.3339
1.5188
-1.3085
1.2473
0.6868
-1.3035
0.5442
0.2205
1.7221
0.7212
1.1505
-0.2205
0.4957
0.0112
-2.1507
-0.5708
0.3046
-0.3491
-0.4788
-0.9271
-0.4079
-0.2099
-1.1773
0.5887
-0.8165
1.3682
-0.9581
0.3413
-0.8674
-0.9871
-0.027
-0.2525
-0.2324
0.8843
-1.3268
-1.81
1.2447
-0.215
-0.607
0.7511
0.0056
-0.3056
-0.9657
-0.2846
0.3065
-0.5001
0.8608
0.3972
-0.7491
0.2084
2.7284
-0.0782
0.6935
-0.736
0.7134
-0.9391
0.2437
-0.7777
-1.3865
-0.785
-0.7598
-0.4856
0.6596
0.1878
-1.3709
0.2025
0.2512
-0.9382
0.0392
0.0612
0.0262
-0.6493
1.0987
0.2042
0.6005
-1.8753
0.4024
-0.1721
-0.0128
-0.6185
0.282
-0.1472
-0.6358
1.1865
0.2179
-0.4598
0.6887
-0.992
-0.199
1.125
0.569
-0.754
-0.7262
-0.8212
0.2298
2.4571
-0.4953
0.5829
-0.7322
-0.5939
-0.0337
-0.1573
-1.4416
-1.1863
0.8959
-0.2774
-0.4358
3.0389
-0.9493
0.3516
0.3383
-0.0955
-0.3804
0.1015
-0.4288
-0.2617
-0.1589
-0.7782
2.0226
1.5043
0.0062
-0.1231
0.0674
0.7182
0.6357
0.7747
-0.6298
0.2972
0.3805
1.0672
0.29
-0.1696
-0.0242
0.5958
-0.1322
1.1314
0.484
-0.4868
0.274
-0.3953
-1.447
-0.4589
0.6437
1.382
0.3375
0.3865
-0.3998
-0.4328
-0.1521
0.4882
0.3158
0.3524
0.6434
0.4455
-0.2018
0.4232
-0.1343
0.5955
-0.4358
0.2474
0.1362
-1.3881
1.5692
2.1632
-0.054
-0.1669
-0.3374
-1.0671
-0.2576
-1.0615
1.1858
-0.1541
0.0371
-1.4137
0.7785
-0.1949
-0.7543
-1.5163
-0.0327
0.1149
0.0862
110.6
1
2,983
56.26
BREAST CONSERVING
Breast Cancer
Breast Invasive Ductal Carcinoma
Moderate
0
LumB
2
Positve
Positive
2
GAIN
Positive
Ductal/NST
1
Post
5
Left
1
4.03
IDC
Positive
1
HER2+
15
2
Died of Other Causes
1.0042
0.636
-0.4546
-0.0752
-1.9662
-0.4636
0.2112
0.6633
-0.014
1.2905
-0.2482
0.5058
1.3964
-0.5125
0.7438
0.1083
0.1121
0.4999
-0.1251
1.5011
0.0831
0.2318
-0.6325
0.0317
1.7903
1.6537
0.5906
1.6519
-0.3246
-0.0755
1.3884
0.4464
-0.956
-0.3143
-0.3825
0.2629
0.4667
0.1663
0.888
0.9176
0.3603
-1.0012
-0.0767
0.1247
1.9941
1.0381
0.4151
-0.1527
-0.3176
-0.4225
-0.1722
-1.1242
-1.1761
-2.4122
0.1984
1.23
-0.0264
1.2974
0.9669
-0.8911
0.2821
0.5038
-1.0119
1.4699
-0.5218
-0.3209
-0.6544
-0.3176
-0.9293
-0.1113
0.3157
0.6065
-1.6482
-0.8548
-0.6235
0.6114
-0.9335
-0.6655
-1.0203
-1.7146
-1.0282
0.0069
-0.8608
1.5231
0.4897
-1.0741
-0.3202
-1.1526
1.2242
-0.2152
-0.4305
1.1717
-0.2818
-0.5147
1.1158
0.5983
0.9617
0.0613
-1.5651
-1.1653
0.5821
0.0567
-1.0019
-0.4338
1.4445
-1.3554
-0.8539
-0.4644
-0.2432
0.2231
-1.7209
-0.3702
-1.1457
-1.633
-0.3837
0.2038
-0.315
2.6438
-1.1999
-0.7275
0.5881
0.9361
-0.9008
-0.171
-1.0949
0.2298
-0.907
0.1424
-0.4985
0.7915
-0.6711
-0.4453
0.5337
1.2297
-1.2221
-0.4103
-0.7602
1.3999
0.1315
1.3569
0.5094
0.3668
0.9533
0.0173
0.07
-0.5191
-0.0206
0.611
-0.8033
-0.3002
-1.2757
-0.3745
-0.8775
0.3317
-1.3214
-0.7654
2.4866
1.2711
-0.2597
-0.5356
0.6706
0.188
0.5424
-0.3188
-1.0395
-0.409
0.8852
0.1959
0.2794
0.204
0.9263
0.0266
-0.2327
-0.7585
0.3593
-0.3927
1.3528
-0.433
-0.1706
0.1107
-0.8864
-1.3962
-0.4291
-0.0088
-1.532
0.7163
0.1071
-0.703
-0.2849
0.0457
0.3006
1.7098
-0.0402
-0.8862
-0.377
0.5046
-1.1491
-0.8176
0.1265
0.9581
1.2677
1.7208
0.4786
0.0561
0.52
-0.6229
1.6657
-0.6925
1.7173
1.9536
-0.1958
1.0629
0.2656
1.053
0.8457
0.5462
0.9688
-0.0066
-0.6483
-0.5823
-0.541
-0.7083
-0.3345
-0.5327
-0.1944
-1.0178
-0.6466
-0.1117
0.1126
-0.5693
-0.5562
0.0348
-0.1221
-0.6114
-0.3726
-0.0184
0.2888
0.6709
-0.6719
0.0564
1.078
1.5664
0.3786
-0.1183
0.5804
-0.5252
1.496
-1.7379
-0.4511
-0.7141
0.8415
-0.6588
0.5189
0.4745
-0.6209
-0.1842
-0.033
-0.1547
0.6359
0.3281
-1.2085
-1.0001
-0.766
0.0047
0.2746
0.7292
-0.1365
0.1014
-0.4752
0.7587
1.4827
0.2827
-0.3435
1.2092
-0.5149
0.8232
-0.3145
0.0964
-0.0079
-0.6487
0.4199
-0.3669
2.0605
-1.0537
0.2996
1.2008
0.8493
0.0919
0.0984
0.2313
-0.9297
-0.734
1.1379
-0.9736
0.2038
-0.6255
1.1956
-0.0208
-0.0388
2.0812
0.1367
-0.7475
0.6332
-0.5069
-1.8203
-2.3865
-0.2139
1.6804
0.1924
-1.3668
0
0.4793
1.7619
-1.1927
0.1738
0.2496
1.218
1.1619
0.6308
1.2171
-0.6422
1.6058
-0.4093
-1.4921
-0.2784
-0.1903
-0.3042
0.1058
0.8118
-0.599
-0.5161
0.782
-0.2997
0.4737
-0.4453
1.507
0.1748
-0.4332
0.0497
2.433
2.6775
-0.3865
1.3099
1.8185
-0.5417
-1.3599
-0.9462
0.3825
-0.8054
0.0924
0.564
0.1532
-0.1696
-0.9189
0.1592
0.0994
-1.1527
0.6501
-0.1765
0.0114
0.1662
-0.3719
-0.2835
-0.9454
-0.0455
0.8615
0.3939
1.744
0.0259
-0.3201
-0.8818
0.622
-0.7315
0.5922
-1.1731
1.0938
-0.7826
-1.4709
0.8695
-0.4518
0.8622
0.9917
0.2992
-1.837
0.2137
-1.0207
-0.6317
-0.6075
-0.7215
-0.2199
-0.5072
1.7998
-0.5312
1.0725
-0.6844
0.5057
-1.3604
0.4405
1.4708
-0.489
-0.7551
0.0915
-0.2178
0.1815
0.0978
0.0732
-0.5092
0.4436
-0.6912
-0.4739
0.2835
1.8194
1.7133
-0.8157
-0.7909
1.0271
-1.6453
-0.6255
-0.0262
-0.0971
0.8869
0.6988
-0.5459
0.1651
0.8503
0.9751
2.7526
0.2841
-0.0984
-1.0154
-0.4854
0.7879
0.2523
0.146
-0.4766
-0.2574
0.2166
-0.4206
0.5498
-0.0348
0.1224
-0.3003
-0.4629
-0.6211
-0.329
-0.6362
1.113
-0.2518
0.8131
-0.9849
0.599
0.2449
-0.7469
-1.0592
-0.7984
-0.5617
-1.2162
0.2243
0.6521
0.0168
0.861
0.7541
-0.0563
-0.3905
0.5433
-1.0172
0.3282
-0.6032
-1.7513
0.7644
1.1642
-0.3549
0.3509
-0.2565
0.473
-0.6721
-0.3357
0.7143
-0.5184
0.7534
-0.05
1.5838
0.8227
-0.8732
0.7049
0.3027
0.1261
0.1323
-0.2353
180.833333
1
2,984
64.04
BREAST CONSERVING
Breast Cancer
Breast Invasive Ductal Carcinoma
Moderate
0
LumB
2
Positve
Positive
3
GAIN
Positive
Ductal/NST
1
Post
9
Left
0
4.04
IDC
Negative
1
HER2+
20
1
Living
-0.9767
1.5277
1.2911
0.2726
-0.9474
-0.0909
1.0123
0.637
-1.7586
0.2242
-0.1152
1.8581
-0.2894
-0.4565
0.1057
0.2439
0.2246
1.0069
-0.5874
0.4535
-0.3671
1.0039
0.0511
-0.7035
0.5665
0.4419
0.0305
-0.3526
-0.1636
-0.1733
-0.4633
-0.3308
-0.26
-0.6194
-0.438
0.139
0.5761
-0.0064
-1.0797
0.4695
-0.9693
0.3872
-0.7724
-0.3889
-1.1358
1.2414
0.2537
-0.3631
-0.7698
0.6922
-0.7742
-1.4585
0.2248
-0.9317
-0.3284
-0.6519
0.4353
0.3959
1.3737
-0.562
-0.729
0.7604
-0.9846
-0.7534
-0.6247
-0.707
-0.8497
-0.3856
0.603
-0.6942
-2.0264
-0.3373
0.4785
0.5012
-0.6014
1.2206
-0.8914
-1.5365
-1.8665
0.653
-0.618
-0.1581
-0.9801
-0.9994
-0.6175
-0.6153
-0.6965
-2.3688
-0.8992
-1.1615
-1.0636
-0.7153
-1.1363
-0.4121
-0.2887
-0.7821
1.5447
-0.2942
-0.3532
1.2289
-0.9669
-0.0043
-1.5289
-0.1732
-0.7593
-1.0316
-0.8866
-1.0476
0.0531
0.2731
1.0238
-0.1984
-1.0334
-0.1644
-1.4533
-0.5206
-0.5145
-0.9338
-1.2931
-0.8862
0.5041
0.6648
-0.5578
-0.1866
-1.6316
0.9054
0.1836
-2.1006
-0.7177
0.2604
-0.2251
-0.2351
0.3965
-1.0661
-0.7618
1.5288
-1.2977
2.0885
-0.4642
-0.3535
1.4184
-0.3928
0.895
0.3245
-0.1832
-0.3553
0.8214
1.8444
0.0171
-0.2802
-0.6157
0.1154
-0.7395
0.2049
0.8498
0.0449
1.3622
-0.172
0.4525
-0.1316
0.3287
0.524
-0.7638
0.0016
-0.8312
-0.4987
0.7099
-0.7185
0.4811
-0.2271
-0.4514
1.4197
-1.0077
-0.3296
-1.0066
0.2928
0.5818
0.0404
0.1911
-0.5081
-1.2497
-1.1715
-0.3429
-0.5003
0.7582
-0.8775
0.442
-0.5312
-1.282
0.5956
1.1459
0.8019
-0.3275
-0.8944
-0.514
-0.3142
0.6952
-0.4728
0.0992
-0.47
1.0493
-1.0492
0.4463
0.5234
-0.4979
-0.6488
0.8292
-0.2104
-0.2794
0.1457
-1.4787
-0.3179
1.0161
1.8582
0.073
-1.0636
0.9172
-0.2963
-0.8558
-0.7563
0.8704
-1.1168
0.7106
0.1151
-1.127
0.1602
-0.8123
-1.1161
0.2107
-0.1881
-0.2105
0.8246
-1.042
-0.6899
-0.5483
-0.1152
-1.3448
-0.3028
-0.6547
0.664
-0.289
1.4017
-0.5996
0.1879
0.7529
-0.171
0.4153
-1.5705
-1.4072
2.8564
0.7191
-1.4967
0.3911
0.2064
-1.5165
-0.6852
-1.5064
0.2474
0.5376
-1.4279
0.8797
-0.009
-0.8123
0.242
-0.4259
-0.5309
-0.9044
1.8737
0.1056
-1.1073
-0.6058
-0.0379
-0.5998
-0.4141
-1.2941
0.9109
-1.1885
-0.5951
-0.9001
0.4449
0.1584
0.2242
-0.6911
-0.5528
-0.4335
0.9682
0.046
0.6518
-1.2112
0.8043
0.3277
0.1399
0.6564
-0.8385
-0.3524
-0.4434
-0.7381
1.5345
-0.2811
0.0382
-0.8244
-0.5024
-0.913
-1.9519
-1.3154
-0.0251
0.041
-1.0902
1.3103
-0.4415
0.6238
0.7174
1.5054
-1.2511
-0.6859
-0.8185
1.7545
-1.5454
-1.6355
0.0907
0.0257
0.2922
-0.0791
0.2673
0.2968
-0.1503
0.5562
-1.4404
0.5476
0.8682
0.7666
-0.0231
-0.4256
-0.181
1.1402
0.2492
-0.2847
0.0239
-1.2212
1.0207
1.1189
-1.3842
-0.9521
-0.4223
0.9045
-0.1389
-0.6783
-0.7767
-0.2485
-0.4827
-1.5675
-0.394
-1.1459
-0.9136
0.1801
0.818
-0.5861
0.4209
0.2473
-1.1459
0.3603
-1.1288
0.8119
-0.4931
-0.0592
-0.2541
-0.8169
0.8077
-0.3377
-0.5375
-0.37
-0.0277
1.2786
0.2634
1.7608
1.2745
-0.0473
1.5823
0.8574
-0.0335
0.3734
-1.0281
0.1168
0.5709
-0.0544
-0.8115
-1.8498
-0.2436
-0.4442
-1.4926
-0.2796
-0.0706
-1.3949
0.6346
-1.2891
-1.9977
0.025
0.1604
1.9619
-0.1953
0.0499
-0.0605
0.0856
-0.6177
0.5729
0.0566
0.1742
0.8314
0.331
0.6506
-1.2765
-2.1062
-0.2132
0.4655
-0.0871
1.4592
-0.9449
0.5868
-0.4269
-1.4722
-0.6537
-1.0208
0.1816
2.0227
-0.5341
1.5991
1.6376
0.3314
0.0787
-0.7831
-0.6912
-0.3397
-0.6675
-0.6233
-0.0454
-0.1977
0.6514
0.6115
0.7092
1.2475
0.0039
0.012
-0.0329
-0.1004
0.4311
-0.2723
0.1132
-0.3158
0.3962
-0.4847
0.4569
0.1833
-0.0028
0.4745
2.032
-0.5032
-0.6357
0.3619
-0.0567
-1.2508
-1.712
1.2168
-0.0534
1.262
-1.2778
1.0634
2.3877
-0.2597
0.252
-0.1066
0.0254
-0.3644
-0.9733
0.3665
-0.2795
-0.2691
-0.7638
0.2137
-0.9787
1.3378
-0.9321
0.7139
-0.152
0.1285
0.0104
0.5772
-0.2057
0.5079
-0.7469
261.2
0
2,990
48.47
MASTECTOMY
Breast Cancer
Breast Mixed Ductal and Lobular Carcinoma
Low
0
LumA
2
Positve
Positive
1
NEUTRAL
Negative
Mixed
0
Pre
8
Right
0
2.03
MDLC
Positive
0
ER+/HER2- Low Prolif
15
1
Living
0.2844
-0.6079
-1.0831
-0.2234
0.5014
-0.0582
-0.5519
-0.6487
-0.6199
0.1317
0.6375
0.1933
-0.1215
0.0729
-0.9608
0.0878
0.1412
-0.532
0.0011
0.376
-0.8826
-0.305
-0.2444
-0.7774
-0.0917
-0.5077
-0.8296
-0.6135
-0.7772
0.6251
-0.2828
-0.8224
-0.8602
-0.3322
-0.6098
-0.2782
0.0232
0.7318
0.6982
-1.1191
-0.0347
-1.0998
-0.6519
0.4858
-1.2619
0.1748
-0.3528
-0.1128
-1.5724
-1.1535
-0.7424
1.1856
-0.0976
0.4102
-1.2186
2.0768
0.0937
0.1361
0.5932
1.6256
-0.0042
1.1296
1.476
-0.066
0.5025
0.1008
-0.1737
-0.4908
0.1748
-0.4075
1.0443
-0.5683
-0.6005
-0.5369
1.3155
0.1376
-0.0522
0.1258
-0.3557
-0.4913
0.8106
-0.4358
-0.3678
1.1264
1.0775
-0.6854
-0.8775
-0.2009
1.7933
-0.222
-0.6303
0.1694
0.3625
0.3002
0.5081
0.1321
2.1845
0.8796
-0.9796
-0.7418
0.4427
0.0732
1.4389
-0.8084
0.0708
-1.5182
-0.6736
-0.7875
-0.5212
1.2726
-1.8177
0.1105
0.2438
-0.8037
-0.1032
0.2684
0.8748
-1.1666
-0.3897
-2.3712
-1.0359
0.2446
0.9622
-0.6846
-1.348
-0.7131
-0.9208
0.5388
0.5457
-0.0669
-0.4873
-0.6397
-0.2425
-0.4207
-0.5633
-0.354
-0.7131
0.0449
0.3706
-0.1154
0.0461
0.8763
-1.0401
-0.1674
-0.758
0.6431
-0.2425
-0.3742
-1.6873
1.6761
4.4927
0.0464
-0.455
-0.3538
-1.0138
-0.9552
0.5094
0.9123
-0.0596
-1.7717
0.3697
0.6456
-0.1766
-0.5564
0.1456
-0.0038
0.6796
-1.5871
-1.1605
-1.1616
0.651
-1.1863
0.3337
0.0073
0.9061
-0.0339
-0.2111
-0.2212
-0.5614
0.0175
-0.5627
0.039
0.356
-0.7736
-0.8644
0.3604
-0.2933
1.4994
1.1306
0.3489
0.1506
0.9457
-0.089
-1.5917
-0.4141
0.0019
-0.3096
0.4553
-0.5259
-0.2109
-0.1821
0.8832
0.1474
-0.5112
-0.4255
-0.36
-1.3551
-0.2417
-0.586
0.2833
-0.3769
-0.7736
-1.1998
0.9267
-0.9728
-1.0924
-0.5424
-0.9007
0.0844
-0.2589
-0.3231
-0.4108
0.6712
-1.2644
-0.4481
1.1859
0.1772
-0.6828
-0.2832
1.8966
-0.4286
0.6803
-0.9466
-0.727
1.2931
-0.4583
0.6499
1.1804
-0.2194
0.5697
1.9986
-0.0772
0.5058
-0.1283
-0.0179
0.7756
1.3893
-0.2019
0.395
-0.4691
-0.0353
0.2442
-0.4608
1.8251
-1.2308
1.1004
-0.0537
-0.1598
-0.1653
-1.0371
-0.2934
-0.5846
-0.8351
0.9941
0.0776
-0.6937
-0.2376
-1.1995
-0.1129
-0.1208
1.8581
0.1612
0.8229
-0.5034
0.793
-0.7521
-0.8871
1.7026
-0.5806
-2.3034
1.4651
-0.9771
-0.225
-0.6799
0.9691
1.4154
-0.4594
-0.4303
2.3273
1.4745
0.506
0.3428
0.3988
0.2583
-0.5168
-0.506
0.62
0.9784
-0.4349
-0.8312
-0.5487
-0.7634
1.3657
0.3073
-0.6659
-0.4806
-1.1192
0.3311
-0.6216
-0.291
-0.0804
0.2608
0.3411
-1.3542
0.5677
-0.7981
0.3831
0.5041
1.4026
0.4536
-0.2433
0.1406
0.1506
0.5528
-0.0696
0.1451
-1.169
0.3009
0.2282
-1.2954
-0.324
-1.1833
-0.4203
-0.7595
0.3024
0.8383
0.8
0.328
2.7816
1.2089
0.2497
-0.278
0.3077
-0.7604
1.0136
-0.2437
-1.1244
-0.4971
-0.8371
0.3287
0.9173
0.6618
1.2099
-0.1016
0.3583
0.1669
-0.906
1.3514
0.4859
2.6526
0.2133
-0.0298
-0.0233
-1.093
-0.3275
0.1545
-0.3101
1.3262
-0.5584
-0.5095
0.2605
-0.6347
-1.3105
-0.1548
-1.5796
-0.7374
-1.0163
0.8275
-1.3347
-0.2134
0.1846
-0.1177
-0.0847
-0.4869
0.1946
0.754
0.5682
-0.7241
-1.4705
1.1199
-1.2781
0.0658
0.362
-1.0436
-1.2059
0.2936
0.7208
0.161
1.3119
0.1836
1.6079
1.3657
-0.3202
-0.6929
0.2821
-1.3778
-0.3298
-0.3084
-1.5955
-0.2614
0.6674
1.0273
0.1812
-1.0965
-0.6111
0.4485
0.2958
-0.7553
-0.1142
0.6216
0.8802
0.3812
-0.4141
-0.2654
2.2422
-0.5651
1.8678
0.6242
-0.4688
0.3211
0.3043
0.5498
0.5671
-1.0106
-0.7776
-0.2798
0.8263
-0.2906
0.8665
-0.5635
-1.0195
-0.1824
-1.1112
-0.1269
-1.0934
-0.0697
-0.615
-0.4638
-1.414
0.3922
1.191
-0.6226
-1.2474
-0.8065
-1.7724
-0.1533
1.2674
-0.2379
-1.1551
1.1801
0.2387
1.5048
-1.2289
0.4875
-1.4086
-0.4568
-0.6573
0.5903
0.9043
0.0692
-0.3241
0.3231
0.7979
0.5541
-0.8085
0.845
-0.7671
0.7968
0.7895
-0.5627
0.3494
-0.5819
0.2829
-0.1335
1.9384
0.9074
-0.1347
-0.1885
-0.6453
260
0
2,993
63.65
MASTECTOMY
Breast Cancer
Breast Invasive Ductal Carcinoma
Low
0
claudin-low
2
Negative
Negative
3
NEUTRAL
Negative
Ductal/NST
1
Post
10
Right
0
4.04
IDC
Negative
1
ER-/HER2-
20
1
Living
0.8339
1.4444
-0.5273
0.6259
0.7232
0.8327
-1.4843
0.4144
0.8864
0.7927
-0.6957
0.2189
-0.3193
0.0131
0.9234
-0.1835
0.7448
-0.2815
-0.038
-0.0992
0.5603
1.1929
0.8506
2.192
1.593
1.3399
0.2688
1.026
-0.4708
0.0715
1.3147
2.9006
0.7937
-0.4699
0.0041
2.1228
1.4488
-0.3228
0.3092
-0.4871
0.6019
0.3034
2.1348
-1.0694
2.5746
-0.0986
0.0957
0.391
0.2796
-0.2694
-0.0591
0.2614
-0.3364
-0.1798
-0.051
-1.3261
-0.4435
-0.1198
-0.5749
-0.496
-0.6953
0.8391
0.0029
-0.6578
1.0817
-0.8057
0.1216
0.4527
-1.1147
-0.0986
-0.8663
1.5011
-1.2761
0.0362
-0.3649
1.4393
-0.8176
2.2515
1.9385
-0.9668
4.5818
0.0437
0.0317
-1.0545
0.1616
2.0723
0.1834
-0.6505
-1.1919
1.9494
1.5412
1.3897
4.378
-0.4595
-1.4064
-0.4875
-0.6711
-1.5837
-0.0522
-0.9842
-1.3419
0.3856
0.1442
0.6778
1.8539
-0.6362
2.5793
4.0136
1.2721
-1.3311
0.893
0.4716
-0.9436
0.3188
-1.6566
-0.8822
-0.7504
0.3759
-0.4051
-0.2774
0.4466
0.6552
-0.3012
-1.4113
0.7506
1.8712
0.2924
0.27
-0.4779
0.1781
2.1657
-0.297
0.026
-0.2696
0.0113
-0.8751
-0.2906
0.7673
-1.4017
0.5866
-1.0541
-0.2803
1.8676
-0.7594
0.8428
0.4005
-2.2131
-1.6242
0.7067
-0.0621
-0.1729
0.0716
0.3335
0.3674
2.5671
0.6645
-1.0965
-1.2145
-0.567
1.0195
0.6915
1.8544
2.3155
0.702
-0.7534
0.7726
-0.2741
-0.4198
-0.4877
-1.2381
0.7517
0.2849
0.5047
0.9242
-0.1032
-0.579
0.7185
-0.3036
1.5063
1.6286
-0.9112
0.7434
2.4768
0.9762
-0.0322
-0.0912
0.3475
-0.0514
-1.3301
-0.5978
-0.5087
1.9413
0.2929
0.939
0.861
-0.2786
-1.2381
0.2764
-0.0144
0.1091
2.2989
-0.3905
0.5777
-1.8243
0.7723
-0.372
0.0839
0.6972
1.7302
-0.0343
-0.8851
-0.6336
-0.5137
0.6533
1.5619
-2.3559
-0.1187
-0.2753
0.0632
-2.0113
-0.5281
0.8988
0.6501
2.6422
0.8559
-1.1977
0.4879
-0.7381
-0.5596
0.2816
-0.1762
1.5697
0.9166
-1.7551
0.4951
-0.1275
0.1942
-1.0629
0.1718
0.67
-0.7749
1.4669
0.2258
-0.3768
0.9537
1.3863
1.1355
-0.656
0.3123
0.0978
0.1636
-0.8899
-0.5756
0.4086
-0.3942
-0.2488
1.0173
0.3829
1.1097
0.6172
-0.0519
0.0546
-0.5515
0.8023
-0.1462
0.8141
0.3008
-0.1184
1.1132
-0.0065
0.1304
-0.3232
-0.2449
0.2954
-1.6798
-0.8537
-1.8541
-1.6358
-0.1557
1.7022
-1.6858
-1.6346
1.63
0.3483
0.0667
0.5161
0.7514
1.2562
0.3672
-0.5059
1.0677
-0.4916
-0.1454
-0.3725
-1.5187
-0.3886
-0.0518
2.078
2.2112
0.2688
0.8111
-0.6081
-1.2371
0.3221
4.1775
-0.16
-0.1878
-0.1508
0.5812
5.3695
-0.5085
1.4812
-0.6571
-1.2965
-0.0358
0.5119
1.2501
-0.3312
0.0296
0.2963
0.3005
0.9798
-0.515
-0.2303
0.493
0.4926
0.0769
0.4152
-0.019
-1.1248
1.2707
0.0538
-0.2311
0.9607
0.0085
0.0803
-0.3596
-1.2745
0.1443
-0.8712
-1.2993
0.5442
-1.8251
0.3267
-0.061
-0.7374
0.4899
-0.6891
-0.301
-1.0556
-0.3462
-0.0643
0.1267
-0.9572
0.6839
-0.2635
0.5074
0.5478
1.1559
2.6415
-0.8488
-1.1254
0.561
-1.7031
-0.4149
-0.1755
-0.7664
-0.1909
-1.3432
-0.312
1.2837
-0.7058
-0.1668
1.2091
-0.4309
-1.6489
0.5509
0.275
-0.2316
-0.762
0.4071
0.7459
1.6156
0.4222
0.0386
-1.0239
-0.5779
-0.6964
1.2501
-1.5597
-0.2145
4.6392
1.5247
0.0032
0.0476
0.51
0.1124
0.9773
1.6138
-0.7079
0.3374
0.2944
-0.9602
0.1718
1.9021
-0.2899
0.7822
0.3269
0.4222
1.3022
-0.9445
-0.6439
-0.321
0.2495
-0.6781
0.1849
-2.302
0.1755
-0.4413
-1.0755
-0.2513
-0.0299
3.4112
1.2685
-1.1101
0.6123
2.3038
1.154
-0.2591
1.2359
0.9997
1
0.989
-0.2369
-1.9561
0.0983
1.9433
-0.8042
-0.7212
-0.0176
-0.5112
1.098
0.6043
-0.8789
-0.0366
0.7625
0.1019
-0.4005
-0.1351
-0.352
0.5134
0.2965
0.8229
0.1037
-0.3537
2.5054
-0.4401
-0.6443
-0.3526
-1.0106
-1.4078
1.9599
-0.0797
-1.2665
-0.0756
-0.948
-0.1158
-0.8463
-0.3839
0.5363
0.9958
0.9035
1.0434
-0.0755
-0.3905
0.2661
-0.1728
0.9916
1.296
0.7336
0.3343
-0.7357
-1.3623
0.3067
-0.0204
-0.4377
-0.1756
-0.8262
-0.4016
187.033333
0
2,994
46.7
BREAST CONSERVING
Breast Cancer
Breast Invasive Ductal Carcinoma
Moderate
0
LumA
2
Positve
Positive
3
GAIN
Positive
Ductal/NST
1
Pre
5
Left
1
5.036
IDC
Positive
1
HER2+
18
2
Living
-0.3219
-0.9217
0.1223
0.2924
-0.5502
-0.165
-1.5782
-0.9325
0.1675
0.0199
-0.3472
0.3483
-0.2228
-0.0267
-1.5173
0.4775
-0.5999
-0.976
0.5687
-0.3509
0.0799
0.2312
0.1269
-0.112
1.1841
0.6653
-0.247
-0.2825
-0.9116
-0.4551
0.64
0.1724
0.4614
-0.3716
-0.328
0.2157
-0.3603
0.3753
-2.5991
-0.2569
-0.1107
-0.1535
-0.3235
-0.0295
-0.3021
0.1025
-0.6844
0.218
-0.4297
0.1512
0.383
0.4118
0.4443
0.5984
-1.0233
0.937
-0.2211
0.1315
-0.1849
-0.2942
-1.0094
0.8275
0.551
-0.6404
1.0937
-0.0993
-0.1828
1.5721
0.2915
0.2039
0.1539
0.0379
-2.0743
0.0923
1.6053
-0.7688
0.5969
0.3665
0.1047
-0.6334
-0.1425
0.8951
-0.408
-0.0771
0.2158
-0.545
0.3524
-0.6092
0.102
0.8097
0.2625
0.4734
-0.4458
0.1209
1.0623
0.0631
0.4578
0.7647
-0.9354
0.3659
-0.5931
-0.8045
0.6087
-1.3681
0.221
-0.4058
-0.3774
-0.4107
0.2161
0.4117
0.7592
0.021
-0.0657
1.3235
-0.3066
-0.1038
-0.4903
0.6217
-0.6795
1.2448
0.2803
0.1698
-0.7541
0.1894
-0.0515
-1.0151
0.2266
-0.0191
0.1509
0.7954
0.2688
-0.1326
0.0434
-0.8462
-0.5779
-0.8481
-0.5851
1.2023
-1.1831
1.8555
-0.3585
-0.0804
-0.1144
0.5589
0.3854
-0.4639
0.3617
0.736
0.2093
0.2725
-0.1517
0.9508
-0.2637
-0.0689
-0.2917
0.2525
1.8127
-0.005
-0.6723
-1.101
-0.2741
-0.549
-0.6687
0.2221
-0.1808
1.4358
0.9363
-1.1954
0.9947
-0.6235
0.2285
1.0162
0.1891
2.3072
0.0785
0.1188
-0.5303
2.1486
-0.6523
0.1107
0.4128
-0.754
0.7606
-0.4429
-0.2851
-0.6406
-0.1311
-1.0815
0.3343
0.4376
-0.2278
1.0943
-1.4149
-0.3007
-0.5742
-0.8221
0.2375
-0.2677
-0.4943
0.0392
0.6874
-0.154
-1.1466
-0.4664
-0.3794
-0.4193
0.2357
-0.7965
-0.2428
0.6377
-0.8854
-0.3284
-0.0795
1.953
0.7636
0.4261
-0.6906
-0.7155
0.3668
0.3304
1.4119
0.9154
1.4954
0.2332
-0.9861
-0.769
0.0623
1.1232
-0.34
-0.1871
0.1723
1.4302
0.85
-1.3861
-0.1893
-0.2942
-0.0522
-0.7858
0.3522
0.0376
0.8057
0.4444
-0.1127
-0.639
-0.1225
-0.1856
0.5761
-0.8937
0.8295
3.5905
0.2746
-1.7379
-0.509
-1.0732
-0.7412
-0.3005
-0.298
-0.5935
0.6106
0.1542
0.4277
0.6049
0.115
1.3533
0.2204
-0.7321
1.1516
-0.0664
1.1887
1.0946
1.7986
0.1437
0.2979
0.6217
-1.1834
-0.9065
-0.4418
-0.0105
0.0228
-0.5621
0.4388
-1.3977
0.3126
-0.8948
-0.3616
2.076
-0.2655
-0.2438
0.8659
-0.3941
1.0848
-0.3093
-0.206
-0.0378
-1.4242
0.449
-0.5921
0.6375
-0.0073
-0.6228
0.1455
-0.2352
0.3685
-0.2768
-0.6973
0.1799
0.1196
0.3012
1.0692
1.096
-0.6019
-0.139
0.4288
-0.8119
0.3042
0.6969
1.195
-0.9863
-0.7653
0.2494
0.6048
1.4269
-1.3418
0.4225
-0.7531
-0.9248
0.215
0.4605
0.234
-1.4121
0.7864
0.1548
-0.6155
0.8368
-0.2507
0.7651
-1.68
-0.1987
-0.6013
-1.4297
0.244
0.5924
-1.4337
0.1227
-0.1125
0.5763
0.1857
-1.0039
-0.828
0.6937
0.8151
-0.0595
-0.0552
-0.6847
-0.3476
-1.0012
0.3802
1.1353
1.9078
-0.3801
1.0088
-0.29
0.7744
-0.0564
-0.2981
1.2148
-0.0874
0.5317
-0.3149
-0.4051
0.5604
-0.1256
-0.2901
-0.7967
-1.3601
0.1944
-0.3294
0.6962
-0.5251
-0.9275
0.771
1.8699
0.8664
-0.7077
0.1782
-0.5069
0.2618
-0.672
-0.2614
-1.3469
-1.2756
0.0841
0.042
0.7043
1.2103
0.198
-0.2743
0.9684
0.4953
-0.7822
0.8561
0.2974
-0.8749
1.378
0.0558
-0.8511
0.509
0.3227
-0.8393
-0.9895
-0.3587
-0.3854
0.6316
0.0029
-0.412
1.5535
-1.7385
-0.2702
0.7892
0.0416
0.9112
-0.8015
-0.3794
0.9843
-0.6414
-1.0402
2.7347
0.7487
0.6996
-0.5481
1.711
1.093
1.5453
0.5408
-0.389
-0.1303
2.3526
-0.0809
0.38
0.3688
-1.3128
0.6962
-0.7587
-0.2176
-1.1694
-0.0937
2.5728
-0.2157
-0.3515
-0.5433
-0.0537
0.0207
0.4384
-0.21
-1.396
3.0556
0.2506
-0.0919
-0.1514
-0.534
-0.0693
0.7434
-0.3183
-0.1318
0.589
-0.0919
-0.0257
0.0853
-0.9869
0.8426
0.861
0.7165
2.7861
-0.5661
0.1978
2.4547
-0.0005
-0.3062
0.8825
-0.4019
0.944
-0.6049
-0.0743
-0.732
0.3455
-0.323
-0.83
-0.2567
0.3141
254.5
0
2,996
58.1
BREAST CONSERVING
Breast Cancer
Breast Invasive Ductal Carcinoma
High
0
LumA
2
Positve
Positive
3
NEUTRAL
Negative
Ductal/NST
1
Post
7
Left
0
4.032
IDC
Positive
1
ER+/HER2- Low Prolif
16
1
Living
0.1178
0.2402
1.3886
-0.0315
-0.3648
1.3293
-0.9532
-0.1292
-0.628
0.8159
-1.5039
2.1519
0.3645
0.1585
0.3152
1.0882
0.5376
0.2434
-0.1525
0.0342
1.3392
-0.0664
-0.4409
-0.1547
0.1977
-0.3119
-0.5163
0.3882
-0.4692
-0.3462
0.2541
-0.3043
-0.5757
-0.2256
0.1013
0.0148
0.2495
0.4478
-0.1473
-0.2176
-0.8798
-0.6973
0.2765
0.0292
-0.378
-1.3273
-0.7217
0.762
-0.2354
-0.3839
-0.1902
-0.8941
-0.7828
-0.2351
0.6825
0.8453
1.0997
-0.7058
-0.466
1.4322
-0.9225
2.0409
-0.071
-0.0462
1.0962
-1.4803
-0.6951
0.3246
-1.1249
0.0406
0.0496
1.5469
-0.3586
-0.2844
0.6613
-0.7304
-0.668
-0.5417
-1.1647
-0.7694
-0.3572
-1.5341
-0.0181
0.5144
0.2987
-0.2854
-0.7589
0.2232
-0.7825
-0.9738
0.07
-1.6066
-0.8157
0.2854
-0.0731
-0.7924
-0.1703
1.0607
-0.457
0.3057
0.1034
-0.1982
0.6744
-0.927
-1.8377
0.0123
0.4933
-1.193
-0.3954
-0.0637
0.465
1.5883
-0.5754
-1.4671
-1.1277
-0.6441
-1.0791
0.1784
0.573
-1.1327
-0.5532
-0.4302
0.7419
-0.4819
-1.5018
0.1253
-0.2752
0.0348
0.7059
0.3092
-1.3332
-0.2981
-0.0237
1.8174
-0.3811
0.7875
-1.6618
0.7411
-0.6955
0.24
-1.0478
0.5833
-0.3546
0.5781
1.7945
-0.4246
0.0338
1.2124
-0.9321
-0.32
-0.6168
1.5834
-0.5327
0.912
-0.5241
0.2762
-0.4076
0.5833
-0.6235
-1.1812
-0.7729
-0.7293
-0.9368
-0.7746
0.5841
-0.649
-0.177
-0.9219
-0.1899
-0.6591
-0.2792
-0.3106
-1.8128
1.5224
1.1679
-0.3798
1.0225
0.2535
0.5841
1.2612
-1.5583
-0.7084
1.0556
1.8044
-0.2534
-0.5667
-1.1368
0.9155
0.9226
0.9812
0.1934
-0.3581
-0.7687
0.0784
-0.0154
-0.7229
0.4092
-0.3649
-0.4021
-0.2978
0.664
0.1888
-1.4806
0.7813
-0.4377
-0.5755
0.171
-0.5355
-0.3655
-0.1957
-0.8775
-0.1523
0.5079
2.0885
0.0806
-1.6696
0.6217
-0.2475
0.3096
-0.1218
1.7553
-0.9249
0.0119
-0.2528
0.1848
0.428
-0.6592
-1.3403
-1.4922
-0.1234
-0.6565
0.0034
-0.5791
-0.4763
0.6638
0.328
0.7616
-0.5631
-0.832
0.5933
-0.576
-0.1659
-1.0905
-0.6255
0.0829
1.1425
0.6194
1.0148
-1.4896
0.0015
-0.8398
-0.0983
0.7112
0.52
-0.8853
0.2563
0.7211
-0.5643
-0.677
-0.058
-0.2574
-0.6591
-0.7244
0.837
-2.4605
-0.5953
0.0755
-0.1147
0.4545
0.2982
0.573
0.7841
-1.2154
-0.7265
0.1045
0.2063
0.394
0.8568
-1.1266
-0.8952
0.2651
-1.0787
0.1655
-1.4472
0.693
-0.7712
-0.1948
-1.2857
0.1044
-0.0787
-0.4857
-0.9658
0.8157
-1.439
-0.6882
0.0113
1.5436
1.0889
-1.0912
-0.2008
-0.5345
-1.4896
0.9312
-0.3793
-0.0811
-1.0468
0.0923
-0.3948
-0.4358
-0.2327
-1.0176
1.4343
1.2239
-0.5359
-0.4655
1.3301
1.3662
-0.051
0.9512
0.5139
-0.0974
-0.1445
-0.0132
0.0517
0.0722
0.8651
1.5798
-2.492
1.4479
-0.0342
0.9429
-0.2022
-0.7859
0.4684
0.5711
-0.774
-0.5909
0.1679
0.3402
0.1122
0.0623
0.138
-0.5885
-1.0585
0.1667
-1.3601
-0.4316
0.1415
0.3581
0.8285
0.3594
-1.5825
-0.3441
-0.9222
0.8487
1.0819
0.0946
1.2712
0.5944
-0.868
-0.0857
-0.1222
0.2913
0.6773
0.0391
-0.2628
-0.7069
-0.9283
-0.1541
-0.6225
-0.3431
-0.7739
-0.2372
1.3231
-1.5566
1.2225
-0.4586
0.5016
-0.1621
-0.3611
-0.0699
2.3052
0.1874
-0.3752
-0.5826
-0.8142
0.559
-0.0522
-1.14
0.6825
-1.2551
0.7046
-0.7796
0.9489
-0.4572
0.6014
0.405
0.8684
1.1242
-0.0375
0.5185
-0.2555
-0.3762
0.9056
-1.084
-1.129
-0.3091
-0.3069
-0.6028
-0.3809
-0.1907
-0.5319
-0.2722
-0.7006
-0.8916
-0.9889
-1.2025
0.0009
0.5845
1.0458
-0.6943
0.7193
-0.5842
2.0163
0.2767
0.1632
2.9319
0.961
0.5162
-2.1729
-0.1465
-0.2298
-0.2973
0.4638
-0.3498
0.1998
0.2507
-1.3796
1.3687
-1.1155
0.4688
-1.5239
-0.3002
0.768
1.0043
-0.7346
-0.8363
-0.2039
0.2049
-0.1682
0.4079
0.758
-0.4737
0.35
-1.3616
-0.9298
0.3548
0.7324
-0.073
1.457
-0.6963
1.2937
0.5124
0.7652
-0.9879
1.4729
0.5787
1.3443
0.6186
-0.6085
-0.0859
0.8277
0.4262
-0.2589
2.7214
-0.8855
-0.0785
0.1649
0.8427
-0.5551
1.2412
-0.7462
1.5627
-0.8519
0.7375
-1.2251
-0.7103
-0.2363
-0.5112
191.233333
0
2,999
61.42
MASTECTOMY
Breast Cancer
Breast Invasive Ductal Carcinoma
Moderate
0
LumA
2
Positve
Positive
3
NEUTRAL
Negative
Ductal/NST
1
Post
7
Right
0
4.024
IDC
Negative
0
ER+/HER2- High Prolif
12
1
Living
0.5656
-0.0663
0.6202
-0.3898
-1.3887
1.4198
0.566
-0.4006
-0.3057
1.573
-1.18
0.1801
-0.9053
-0.023
-0.6886
-0.3982
-0.0912
0.6007
0.8656
0.4024
-1.1637
1.044
0.9756
-0.0593
0.9506
0.1411
0.6202
0.4636
-0.4086
2.0791
0.6174
-0.859
-1.3009
0.6039
0.0378
-0.83
0.4012
1.365
-0.5909
0.1027
-0.1516
0.4961
-0.2116
-1.5767
0.1405
-1.0025
2.2971
-0.4808
-1.0069
1.1672
2.1099
0.4841
0.6177
-0.0245
0.8313
1.7662
-0.0846
-0.3156
0.3533
1.873
-1.2257
0.7446
0.9866
-0.4068
-0.496
0.2159
-0.6982
-0.0891
-0.335
0.5168
0.6439
-0.1766
-0.9416
0.4026
0.737
-1.1149
1.7054
-0.0452
0.5286
-1.3525
0.1735
0.0151
-0.2327
-0.138
1.1466
-1.4571
0.6163
0.5584
0.1454
0.0805
-0.8725
0.4749
0.4539
-0.3892
-0.6876
-0.009
0.6122
0.9435
-2.2044
-0.5148
0.928
0.4161
1.7265
-0.7187
1.4579
-0.8953
-0.3518
-0.3135
-0.2957
0.781
-0.9835
0.1944
0.9229
0.173
-0.9882
1.1616
0.517
1.5359
-2.0126
0.013
0.0607
0.0043
-0.2381
-0.4145
2.0558
1.6449
-0.0159
-1.0387
0.5056
0.3961
-0.6426
-0.4138
-0.4248
0.7935
-0.7934
-1.1886
-0.0299
0.2783
-0.6989
0.9189
-0.6018
0.947
-0.1013
0.4282
-0.1676
-1.1127
0.7839
0.433
-0.462
0.2443
-0.4561
-0.9509
-0.6623
-0.4622
-0.0491
-1.3896
0.7329
1.2624
0.1197
-0.6461
0.426
-0.301
0.1975
-0.1451
-1.5524
-0.7735
0.3946
-1.0106
1.1384
0.127
-0.4308
-0.389
-0.454
-0.756
4.4046
3.0133
-0.8285
-1.2297
-0.732
0.8626
-0.4726
-0.1992
-0.659
-0.312
0.29
1.0507
-0.779
-0.7043
2.5626
-0.303
-0.1885
-0.1317
-0.0844
-2.0995
0.9442
-0.2793
1.6083
-0.5839
-0.0701
-0.017
-0.3186
-1.3926
0.6356
-0.6326
-0.209
-0.1531
0.5458
-0.496
-0.3034
1.6839
0.2344
-0.5478
-0.6468
1.5363
-0.8598
-0.2197
-1.3586
-0.2212
2.9853
-0.0958
-0.8808
0.3876
-0.1687
-0.5732
-0.7116
-0.1677
-1.1256
-0.3675
-0.0973
0.0733
1.046
-0.3082
0.346
-0.338
0.0065
0.2175
-0.6153
1.2736
-0.9975
-0.2344
-0.3292
0.7037
0.792
-1.3045
-0.2326
0.2136
-0.1939
-0.1275
-0.8527
-0.0826
0.3804
1.0801
0.5551
0.755
-1.3497
1.2429
-1.5721
0.0178
0.095
-0.8728
-0.9955
0.1828
-0.2096
-0.5647
-0.3658
-1.0147
1.2408
-1.7348
-0.5301
-0.6198
1.1149
1.0069
0.306
0.6515
1.2984
-0.4712
-0.5573
0.5778
-0.4411
-0.2891
1.179
0.1082
0.9378
-1.493
0.0766
-0.5203
-1.2402
0.1714
-0.3972
1.3797
-1.1491
1.0059
1.5731
-0.0677
0.4335
0.3322
-0.2105
0.3207
-0.2167
-0.9573
-0.5035
0.7698
0.4217
0.4832
0.3174
-0.4537
-0.326
-0.7325
-0.3059
0.1857
-0.2755
0.1542
-0.3338
-1.7861
0.4455
-0.182
0.804
0.1101
-0.4244
0.2072
-1.2621
-0.0061
1.7259
-0.3867
0.6808
0.9806
-0.4931
-1.4447
0.6497
0.394
1.2095
-0.2062
-0.2132
-0.0669
1.017
-0.0846
-0.8376
-0.2593
2.1084
0.5709
-0.7055
-0.2575
-0.6983
0.2902
-0.1327
-0.2754
-0.3084
-0.3451
3.3231
-0.4636
-0.2011
-0.3189
0.9804
0.7154
0.1677
0.56
-0.5574
0.2774
-0.0141
-0.5113
-1.2727
-0.6265
0.1168
-0.4816
-0.2078
-0.6827
1.1952
0.413
-1.3401
-0.2874
0.2701
0.1306
1.1658
-0.4552
-0.8989
2.369
0.4682
0.2316
-0.6239
0.0964
-1.224
0.0592
-0.8932
-0.2745
0.9502
0.4675
-0.4591
-1.2333
-2.0443
0.6597
-1.2057
0.2994
-1.004
-0.8131
-0.3571
-0.2678
0.9428
0.7061
0.3425
0.3944
-0.6653
-0.1357
-0.5827
-0.1943
-0.5135
1.9649
0.048
0.2794
-0.7625
-1.3261
1.0199
1.5634
0.2965
-1.1151
0.9392
0.5053
-0.2635
-0.4917
-0.5625
-0.9838
0.7518
0.4193
-0.3353
0.1289
-0.9073
0.6715
2.0547
-0.4328
-0.972
-0.7309
0.9273
0.8044
1.0758
-1.3622
-0.1813
-0.4338
-0.3069
-0.2697
-0.25
0.8746
-0.0491
0.7172
-0.2427
1.7056
-0.3504
-0.5086
0.3339
-0.4866
-0.9774
0.1685
0.4959
-1.2369
-0.3474
-0.1907
-0.583
-0.4673
1.0549
0.5152
0.6234
-0.1056
0.1984
0.8138
1.2078
0.9026
0.5533
-0.6901
0.2231
-0.3374
-0.9649
0.2773
-0.0508
-0.0493
2.3212
2.1558
0.2565
0.8555
-0.7953
-1.5255
-0.1459
-0.6634
0.5348
0.1693
-0.1522
0.4098
1.2084
-0.512
-0.476
-0.5458
-0.7691
262
0
3,001
50.45
MASTECTOMY
Breast Cancer
Breast Invasive Ductal Carcinoma
High
1
claudin-low
2
Negative
Negative
3
LOSS
Negative
Ductal/NST
0
Post
10
Left
1
5.024
IDC
Negative
1
null
12
2
Living
-1.814
1.9473
0.5264
0.5642
0.5867
0.2229
-1.0267
-0.4275
-0.6055
-0.1886
-0.7319
1.1392
0.0724
4.0771
4.3964
-0.0523
2.82
1.1142
0.1546
0.4041
-1.4474
1.6436
-1.5366
-0.317
2.1064
1.7443
2.4177
1.1538
1.7633
-1.6329
-0.7155
2.9738
-0.2801
2.0123
-0.4081
0.5237
-0.0785
0.8856
-1.1336
2.2727
2.7519
2.0258
-0.0987
-2.4912
2.3173
0.0043
0.6849
-1.4213
0.5433
1.4333
-0.0772
-0.2556
-0.0109
-0.912
-0.955
-1.4452
-0.1284
-1.6391
0.5674
-1.5164
-0.373
1.7481
-0.4485
-1.9342
0.4208
-1.2757
-0.6219
-0.8643
-0.8395
0.2078
-1.8013
0.0726
-1.5012
-1.0069
-0.8726
1.5616
-1.9104
-0.5662
-0.9961
1.2319
-0.6625
0.5009
0.3187
-0.5898
-0.73
0.1497
0.0801
-1.1579
-2.2431
1.4358
0.6469
-1.0075
1.4322
0.8218
0.2663
-1.9131
-2.099
0.7832
-0.205
-1.4441
-0.1395
1.8532
1.0532
-0.4954
-0.2742
-0.0984
-0.6883
-0.4063
-0.2632
-2.073
0.3462
1.5627
0.5497
0.0311
-1.9192
-0.4447
-1.0083
-0.0071
0.2
-0.5871
2.6186
-1.5076
-1.2765
-2.1724
-0.6778
0.1996
-0.0046
0.4418
-1.1819
2.1832
2.7761
2.5348
0.5326
-0.8113
1.045
0.1843
0.1473
0.9997
-2.6711
-0.8889
-1.2461
-1.7996
2.7133
0.2991
0.1083
1.6068
0.5654
1.3062
0.2144
-0.3209
-1.0532
-1.3736
0.6326
0.2206
1.1516
0.2701
-1.8322
-1.6449
0.2449
-0.0259
-0.8393
-0.7904
0.2957
-0.0084
1.0895
-0.2327
-1.4788
-0.4856
-0.5845
0.2876
-0.5777
0.8697
-0.6724
-0.2039
-1.0218
-0.9201
-0.869
1.1291
-0.2634
0.2913
1.2049
0.4469
0.4078
1.6175
0.7938
-1.016
-0.0428
-0.2106
0.4257
-0.1464
0.247
0.7961
0.2202
1.7184
-0.8931
-0.7135
-1.0974
-0.38
2.0057
0.4429
0.6209
-0.5416
1.3988
-0.8945
2.2421
-0.5079
-0.0408
1.5186
0.0398
-0.865
-0.2384
0.7511
-0.3498
0.7848
-0.4083
-1.5183
-1.0863
-0.0047
-0.672
-0.0222
-0.0941
-0.8543
-0.1444
2.9561
-0.4283
1.216
-0.7683
0.4078
-0.9959
0.1269
0.7685
0.6613
-0.9381
-1.5052
-1.0082
1.1146
-1.0931
-0.8065
-0.4644
2.2341
-3.2509
1.4098
0.5109
0.5169
-0.3859
0.9321
1.0185
1.1786
-1.2703
1.0135
-0.8298
0.1167
1.5856
-1.2625
-0.5901
-0.1849
0.3458
-0.6437
0.3666
-0.3746
-0.9716
-1.2589
1.5487
-0.4216
-0.9326
0.5054
-1.7672
0.9357
0.0924
0.4818
1.6128
-1.0673
-0.5745
-1.8995
-0.5739
-0.8378
-1.453
0.0401
-0.9845
3.0755
-2.6291
0.2526
0.5968
0.2878
-1.2637
-0.3727
-0.4103
-1.0468
0.1556
-1.1012
0.2206
-0.1044
-1.3619
-0.1642
0.2285
0.0591
-0.2416
0.6957
1.4584
-0.7929
0.6086
-0.4821
-1.5541
-0.521
-0.0057
0.4597
-0.0375
1.2182
-0.3389
-0.7874
0.9013
1.3905
-0.1497
-0.8185
-1.5276
1.3685
2.3692
1.3935
0.2766
2.1731
-0.9808
1.793
2.8076
-2.5688
-0.1636
1.8398
1.8003
-0.5591
0.856
-0.4367
-0.5667
-0.9111
-0.4958
-0.1592
0.3024
-0.5798
-0.4551
-0.3871
0.8664
-0.9164
-0.721
0.2522
1.1022
0.8879
0.0716
-1.3709
2.1025
-1.2381
-0.4867
-0.0739
-1.0326
-0.4239
0.1303
-0.5624
0.7533
0.0962
-0.0096
0.6177
-0.7242
0.457
-0.2963
0.5007
-0.2371
0.3269
-0.3091
1.1929
-1.3602
-2.1986
1.0318
2.8544
2.1914
0.3065
0.7004
2.011
-1.0691
-1.4514
-0.9563
-0.2356
1.4364
0.0607
1.5597
0.698
-0.6412
0.6855
0.3215
-1.4206
-1.6228
0.2442
0.4773
-0.0922
1.4176
2.5465
0.5357
1.7938
-0.3736
1.2523
0.269
1.641
0.4117
-0.7638
0.3872
0.8143
-0.1769
-1.1361
2.174
-0.5244
0.6069
2.2727
1.006
1.3713
-2.3912
0.3685
-0.2619
0.1263
-0.74
-0.6671
-2.7128
2.7582
0.2426
-1.122
-0.2436
-0.6285
1.2673
1.8572
0.8942
-1.1071
0.8139
0.5186
-0.8331
-2.073
0.2867
-0.2431
-0.4422
0.3674
-1.8569
-0.5511
1.5911
-1.3946
-1.9639
1.0836
0.7756
1.2647
0.6149
-1.2089
-0.8236
0.0676
0.1795
-0.2123
1.8418
-0.709
-1.4896
-0.2487
0.1449
-0.4437
-0.7922
-0.6464
0.9333
-0.7666
0.0844
-1.0208
-1.381
1.4029
-1.4748
-1.028
-0.0503
0.2846
-1.9179
-1.4402
-1.3274
1.3631
0.8538
0.1923
0.6663
-0.3089
-1.0461
1.4617
-0.7705
0.4822
1.4581
2.5071
-1.1873
-0.6599
0.3618
-0.1058
-1.1826
-0.719
-0.8856
0.4904
-0.8506
263.233333
0
3,002
62.32
MASTECTOMY
Breast Cancer
Breast Invasive Lobular Carcinoma
High
0
LumA
2
Positve
Positive
2
NEUTRAL
Negative
Lobular
1
Post
3
Right
1
4.06
ILC
Negative
0
ER+/HER2- High Prolif
30
2
Died of Other Causes
0.4198
0.6571
0.6782
0.0038
0.2434
0.8979
-2.4948
1.5068
-0.8957
-0.2818
-1.8295
1.0819
0.7667
0.4815
0.5316
2.1282
0.3581
-0.072
1.1563
-0.5426
1.3074
-0.573
-0.7789
-0.6009
0.6284
1.4896
-0.1646
0.72
0.5134
-0.4683
0.3679
-0.3448
0.1983
-0.2483
0.4169
0.5508
-0.3904
0.8983
0.0752
-0.7473
-0.2918
-0.5981
-0.1081
-0.8384
-0.4153
-0.1358
-1.0065
0.8198
-1.0671
-0.5667
-0.5816
0.0216
-0.641
-0.3747
-0.2367
1.6201
-0.6052
0.8563
1.6844
-0.3389
-0.2159
1.5051
-0.3598
0.6516
0.5518
-0.1609
-0.5916
0.7331
-1.371
0.0193
0.2264
0.8164
-1.3236
-0.5549
-1.1725
0.8958
0.031
-0.7562
-0.2111
-0.8745
0.0381
-0.2645
-0.7996
0.2828
-0.8707
1.0523
1.1836
-1.3385
0.6267
-1.0091
-0.5062
0.2346
0.0569
-0.0058
-1.2577
-0.1045
-0.4522
0.4321
-0.4746
-0.0755
-1.1477
1.8013
-2.2934
-0.8373
-0.2113
-1.2477
-0.281
-0.2388
0.2773
-0.625
0.7885
0.5333
-1.1489
-0.0111
-0.0259
-0.4498
0.6297
0.1189
-0.7889
-0.7549
-0.2606
0.7699
-0.4105
-0.1998
1.4224
0.6829
0.2026
-0.7911
-0.8682
-0.0283
-0.5163
1.4663
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0.1057
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-0.7
-1.2794
0.9788
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1.0931
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1.3307
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0.5563
1.1612
0.9273
0.4171
0.4159
0.6313
0.7188
0.005
-1.2565
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0.5838
0.8065
0.1371
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1.2464
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1.8268
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1.8761
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2.3146
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1.167
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0.615
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0.1695
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0.4362
0.801
1.4498
1.6268
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0.3758
1.4334
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1.4719
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-0.4934
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1.1759
1.2029
-0.5564
0.5853
0.4437
0.1589
2.0752
-0.4269
0.5097
-0.1105
0.6216
0.3353
0.5447
0.2119
0.8741
0.4375
-0.6583
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0.3592
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0.6761
0.6704
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0.341
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0.3669
0.172
-0.3911
2.4533
-1.323
0.2486
2.2455
0.0811
1.1086
-0.1436
-0.3667
1.1682
-0.3615
1.0373
1.3183
-0.4602
-0.6499
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1.3251
-0.0861
1.484
-0.747
0.4453
-0.0435
-0.4145
-1.1954
-0.1694
-0.0831
0.1286
0.2875
-0.4955
2.372
1.2973
1.2804
-0.4781
0.3156
1.0235
0.6672
-0.5905
-0.056
0.4622
2.1045
0.5109
1.0243
0.4859
0.5523
-0.527
-0.4694
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-1.9926
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-0.19
0.6224
0.0259
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0.9105
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0.0509
0.2626
0.2667
0.5092
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0.7396
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0.2772
1.5818
-0.5716
-0.6603
-0.8114
0.7641
2.1858
-0.1168
140.566667
1
3,005
45.75
BREAST CONSERVING
Breast Cancer
Breast Invasive Ductal Carcinoma
Moderate
0
LumA
2
Positve
Positive
2
NEUTRAL
Negative
Ductal/NST
0
Pre
8
Left
0
3.046
IDC
Positive
1
ER+/HER2- Low Prolif
23
1
Living
-0.7329
-0.3952
1.1781
0.8045
-0.5452
-0.1228
-1.6039
-1.7985
0.2978
-0.1867
1.0086
0.1496
-0.0227
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0.1334
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0.4601
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0.6113
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0.2319
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0.9729
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0.2517
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1.3523
0.5363
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1.1542
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-0.0747
0.0003
1.0236
0.3252
0.4955
-0.6611
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0.4049
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0.394
0.0173
1.28
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0.4899
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0.017
0.4668
-0.4034
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-0.1892
-0.32
0.3393
-1.2617
-0.752
1.2577
0.0566
1.072
-0.743
0.2173
1.313
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1.909
0.6159
1.5539
1.5256
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0.3501
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0.2734
0.0899
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0.87
0.1161
0.0254
0.2885
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0.9607
0.4024
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0.132
0.214
0.2634
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1.0312
1.4847
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0.6977
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1.4564
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0.7048
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1.4844
0.0825
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0.3314
1.0749
0.1942
1.6688
0.1323
0.4882
0.609
0.482
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1.3773
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0.099
0.6022
1.7601
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0.2409
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2.1122
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0.5868
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1.052
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0.9356
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0.3555
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-0.3618
0.1233
0.3083
0.4983
-1.6142
-0.0928
0.0886
0.1741
-0.0286
0.2791
1.7714
0.5832
1.458
-0.6197
1.1052
0.8836
-0.723
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0.2088
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1.2059
1.3595
0.7356
0.0212
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0.5763
0.5292
0.4452
0.4551
-0.1411
0.7856
1.3102
-0.4118
0.4385
-0.5617
-0.8533
0.3194
0.6564
-1.3073
1.0089
-1.9574
-1.2434
0.1714
0.0791
2.8542
0.5056
-1.5029
0.3465
0.1646
-1.5629
-0.4624
0.9402
-0.5157
1.6949
-0.005
0.9958
1.6952
0.2674
0.2067
-0.2243
-0.0341
-0.5933
-0.544
2.4744
0.0109
0.2212
-0.9952
-1.0025
1.3129
0.3965
0.605
-0.4553
0.8894
0.4445
-0.6024
0.4541
0.6818
-0.2287
0.1875
-0.2085
0.7189
-0.0865
-0.4168
-1.3917
-0.8118
0.0159
-0.9486
1.0442
1.2148
-0.4074
0.3733
1.2362
-0.463
1.177
0.1427
-1.0288
-0.2101
1.5517
0.3182
0.5634
1.4412
-0.2992
-0.0349
-0.9975
-0.324
0.0257
-0.7876
0.7862
-0.0702
0.5226
-0.1943
-1.2059
0.5003
0.8794
0.0269
0.6368
-0.2305
-1.0253
-0.8608
253.066667
0
3,006
60.09
MASTECTOMY
Breast Cancer
Breast Invasive Ductal Carcinoma
Moderate
0
claudin-low
2
Positve
Positive
2
NEUTRAL
Negative
Ductal/NST
1
Post
4ER+
Left
6
5.04
IDC
Negative
1
ER-/HER2-
20
3
Died of Disease
-0.6104
0.902
-0.3841
0.3798
-0.8323
0.7577
-2.5561
-0.6471
-0.3261
-0.1003
-0.0519
-0.8261
-0.7117
-0.289
-0.9951
-0.992
-0.5453
-0.8236
-0.5304
-1.5454
0.8816
-0.3116
0.3322
-0.2459
-0.5452
-0.9847
-0.5414
-0.4605
-0.7443
-1.2744
-0.5857
0.7521
1.4915
-0.0361
0.9907
0.6901
0.1746
-0.1339
1.4851
-1.0354
-0.2402
0.566
-0.2302
-0.7802
-0.8856
0.1277
-0.8954
1.1945
0.7049
-0.8659
0.2633
-0.0299
1.0148
0.3228
-0.9764
-0.0203
0.528
-0.5774
-0.4771
-0.3909
-1.5663
0.5006
0.216
-1.0264
-0.1698
0.3879
-0.6867
0.9861
0.3418
-0.7452
-0.2656
-0.3252
-0.8512
-0.4372
0.0267
0.0765
-1.0245
-0.365
0.821
-0.7059
1.0948
-0.038
-0.9896
0.051
-0.5151
1.698
-0.3695
0.1679
-0.7338
0.3133
-0.1537
0.6289
-0.2157
1.2322
-0.9618
-0.4721
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0.5294
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0.3681
0.0687
1.2059
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0.4891
1.5128
-0.8504
2.0308
-1.1136
-0.0785
0.1001
0.9923
0.3366
-0.9458
-0.8672
-0.415
0.1016
-0.5663
1.0765
0.6478
0.6926
0.2072
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0.9921
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1.645
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1.3744
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0.959
1.5824
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0.2242
0.9727
0.5947
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0.1441
1.6786
0.2432
1.2546
1.0046
-0.7662
-1.8003
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1.6998
2.1544
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0.3838
1.9299
0.3048
1.4893
-0.1438
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0.2363
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1.8002
0.1562
-1.2889
1.683
-0.5101
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0.3422
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1.7364
1.1553
-0.0137
1.1766
1.3602
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0.3152
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0.0768
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0.6819
0.2235
1.4519
0.8387
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0.5702
0.9555
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0.1543
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0.3271
0.5955
-0.6703
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0.7502
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0.4482
2.3552
0.7944
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0.237
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0.9543
0.2271
2.0182
1.6398
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0.2993
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1.5971
0.114
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0.186
0.9448
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0.8827
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1.0913
1.4386
3.1954
1.3749
0.6138
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0.9273
0.9104
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1.4501
0.3223
0.2104
0.4973
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1.5865
-0.2943
-0.5077
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0.0095
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0.1609
1.3927
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0.5239
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0.002
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1.2607
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0.8919
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0.9024
0.6454
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0.3285
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0.1559
0.1182
0.804
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0.4754
0.5127
0.2447
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0.9982
0.4235
1.4678
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0.8766
-0.2025
-1.3479
0.2703
0.4949
-2.0329
-0.2093
-0.6261
0.6091
0.4461
1.1856
0.2934
0.6361
1.1063
0.0669
-0.6419
-0.7271
-0.2186
-1.4555
1.1672
0.2428
0.2065
0.0729
1.3218
0.3847
-0.7417
-1.2855
-0.787
-0.5115
0.7966
1.0561
1.4466
-1.3863
-0.0503
0.6035
-1.0256
0.0689
-0.1777
0.3298
0.4808
-1.122
-0.3287
1.9825
0.9831
0.9891
-0.6905
1.2399
1.4383
1.4446
0.5624
-1.2546
0.7232
1.2363
0.23
0.3339
1.9035
-0.3158
0.3702
-0.086
0.4667
1.0229
0.7536
0.7765
-0.4311
-1.5478
-0.8749
-1.1918
1.8226
0.6175
0.1869
-0.301
0.3334
-0.008
0.6927
0.8007
-1.1524
-0.8112
-0.2984
0.5182
0.3828
1.3043
0.8201
0.1506
-0.0054
-1.2791
-0.2776
1.2305
0.3521
2.5287
-0.8848
0.0151
0.8007
0.3417
0.2964
1.6521
-0.7309
0.6155
-1.1919
-0.3107
-0.4985
-0.8773
-0.7286
-0.8452
-0.4658
-0.796
15.7
1
3,007
48.48
MASTECTOMY
Breast Cancer
Breast Invasive Ductal Carcinoma
Moderate
0
LumB
2
Positve
Positive
2
GAIN
Negative
Ductal/NST
0
Pre
2
Left
0
3.024
IDC
Positive
0
ER+/HER2- High Prolif
12
1
Died of Disease
-0.7853
-0.2281
0.1245
0.2847
1.2299
1.8512
0.6946
-1.0951
-0.4392
-0.5432
-1.1995
-0.048
0.3841
-0.3244
0.3277
0.6217
0.4307
1.7982
0.8352
0.125
0.4801
-0.142
0.9981
-0.5402
0.0684
-0.1048
0.3241
0.8406
0.5255
1.3907
0.2468
-0.6001
-0.1766
-0.2446
0.2016
-0.1059
-0.08
0.9131
-1.0543
-0.3703
0.4154
0.6855
0.5997
-0.9143
0.7744
-0.1448
0.9765
0.4706
-1.1881
1.552
0.8476
-1.6712
-1.1749
-1.7118
0.0601
0.8246
-0.1862
0.1413
0.0684
0.053
0.3951
0.4281
0.9639
0.0562
1.3944
-0.1833
-0.8679
0.2584
0.3893
-0.2871
0.5617
-0.1206
-1.0063
-0.5631
0.2122
0.8414
-0.0344
-0.2366
0.0264
-0.7267
-0.0209
0.2953
-0.2243
-0.9079
1.0594
-0.6634
-0.4837
1.2614
-1.147
-1.3465
0.0885
-0.6719
-0.7778
0.0375
-0.2054
0.3495
0.0133
0.2036
-0.9216
-0.9503
-1.1609
0.4597
-0.4997
-0.6717
1.5342
-1.3579
-0.7768
-0.7163
0.3672
-0.7984
-1.0194
-0.6794
-1.3395
-0.8193
0.5127
-0.1846
-0.1891
0.517
-1.1174
-1.1295
0.1449
0.2657
1.0392
0.385
-0.4282
0.3792
-0.2363
0.2817
-0.6694
0.7209
-0.4341
-0.4805
0.6701
1.548
0.1873
-0.0261
-0.7627
0.2692
-0.3504
0.2252
-0.1196
2.0377
-0.2788
-0.2397
-0.0791
-0.2436
0.1346
-0.3563
-0.6232
-0.6571
1.3467
0.4638
-0.8036
-0.2029
0.2969
-0.0639
0.7289
0.3961
-0.947
-0.031
-0.5156
0.0119
-0.3365
-0.5982
-0.1324
-0.0029
-0.2804
-0.5281
-0.6593
-0.3805
0.3474
0.0652
1.2872
0.007
0.7907
-0.5764
-0.8435
-0.1441
-0.0437
-1.0112
2.1195
-0.338
-0.4048
-0.703
-0.8244
-0.1531
-0.3235
2.215
-0.6451
0.369
0.873
0.771
-1.0335
-1.1933
0.0593
-0.509
-0.9645
-0.8814
-0.3795
0.1409
-0.2968
1.0482
-0.3918
-0.2556
-0.5783
1.7503
1.0062
-0.2588
0.8398
0.3364
-0.984
-0.1002
-0.7948
1.1358
0.7172
-0.6682
-1.0457
0.8803
-0.6642
0.1377
-0.0443
-0.1603
0.2557
-0.1694
0.2843
0.4271
-0.6455
-0.3189
-0.7657
0.2764
-0.6575
0.2302
0.485
-0.9031
-0.787
-0.0638
0.3266
0.4681
-0.9343
0.1878
-0.4985
-0.0808
-0.3324
0.3983
0.2764
-0.0158
0.4118
-1.0227
-0.314
2.2322
1.2538
-0.6227
-0.5172
0.3171
-0.613
0.7748
0.8935
0.1419
-1.485
-0.294
-0.3325
-0.4335
0.9123
1.3637
1.0814
-0.3066
0.0631
-0.0222
0.0435
-0.8636
-0.105
-0.5457
-1.3541
-0.053
1.1732
1.1478
-0.1962
-0.246
-0.8537
0.296
0.6201
0.3837
0.4196
-1.1543
1.2829
-0.3889
0.0041
-0.5123
0.5261
-0.1548
-0.2197
-0.6337
-0.2454
1.4012
-0.421
-0.2811
4.4122
0.6524
-0.5287
0.1803
-0.3803
-0.49
-0.7323
-0.5901
0.7454
-1.2626
-0.4389
0.5404
-0.32
-0.4573
0.6328
0.1105
1.6592
-0.3169
0.2489
-0.3516
0.966
-0.2144
-1.0084
0.5087
-1.0547
1.1317
0.2687
-0.3124
0.1937
1.3733
-0.0506
-0.5586
1.8508
-1.9228
0.0412
0.4038
1.1447
0.5759
1.0049
-1.3117
0.3561
-1.3056
0.5489
-0.5316
-1.2541
-0.396
0.9119
0.0224
0.8046
0.4917
-0.6853
-1.3627
-0.7053
-1.6718
0.4451
0.3251
1.1864
1.6078
0.317
0.2833
-0.3305
0.1975
0.3172
-0.4838
-0.1636
-0.448
-0.1039
-0.1597
-0.4447
0.8504
-0.9724
-0.3013
-0.4934
0.0544
-0.6546
0.4181
-0.3984
0.0059
-1.3369
0.3637
-0.4021
-0.4016
-0.1849
-0.4414
-0.1551
0.088
0.1738
-0.4088
-0.2073
-0.936
-0.8752
0.5789
0.0886
0.3022
0.4882
-1.4512
-0.6048
0.3929
-0.2165
0.3017
0.9171
0.9007
1.6217
-0.3689
1.0794
-0.4002
-0.1341
-0.2336
0.839
0.281
0.1337
-0.2363
-1.3576
0.3621
-0.3107
0.2864
-0.38
-0.5668
-0.6842
0.2064
-0.1327
-0.3702
0.3938
0.3851
-0.8015
0.9007
-0.7725
-0.2888
0.9598
0.0028
1.4771
-0.2836
-0.3063
-1.5081
-0.1444
1.1327
0.3882
-0.4152
0.3686
-0.887
0.8218
-0.9812
0.4326
-0.497
-0.4709
-1.4175
-0.1087
0.1287
-0.6036
-0.6074
-0.178
-0.7378
-0.3493
-0.6505
-0.1952
0.0342
0.8921
-0.2701
-0.7661
-0.5332
1.4796
0.0064
0.7157
0.2976
0.207
0.3874
-0.6055
-0.0662
-0.6705
0.6072
-0.318
1.208
-0.1393
-0.6086
0.4113
1.744
-0.7176
0.2035
0.2526
1.0223
-0.1241
-0.4585
-0.8043
-0.3038
0.2552
-1.2598
0.3083
-0.57
0.4697
1.7969
-0.2661
-0.8214
0.7975
114.9
1
3,008
51.94
BREAST CONSERVING
Breast Cancer
Breast Mixed Ductal and Lobular Carcinoma
Moderate
0
LumA
2
Positve
Positive
1
NEUTRAL
Negative
Mixed
0
Post
8
Left
0
2.024
MDLC
Positive
1
ER+/HER2- Low Prolif
12
1
Living
-1.0369
-1.0222
0.6615
0.1497
0.2283
1.21
-1.2784
-0.8046
-1.0601
0.3142
-0.8534
-0.5071
-0.1458
-0.5408
-1.2502
0.8874
-0.3472
-0.3758
-0.3022
-0.7527
-0.0597
-0.3664
-0.7839
-0.6863
-1.6534
-1.7322
-1.1684
-1.5211
-1.6005
-0.5921
-0.016
0.2884
-0.0702
0.0969
0.8252
-0.6588
0.0043
0.9758
0.3536
-1.9141
-1.9871
-0.8144
-0.3572
-0.7314
-1.482
-0.8404
-1.2907
0.2836
-0.2924
-1.5823
-1.5498
-0.0895
-0.6999
0.5813
-0.7479
0.3831
1.0202
0.1891
0.2589
1.3543
0.3141
1.6428
0.8755
0.0799
1.1928
0.6544
0.3412
0.1508
0.0827
0.1957
0.651
-0.7108
-1.8753
-0.4894
-0.09
-0.1301
1.1562
-0.2558
-1.3954
-0.9863
0.4884
0.4786
-1.3915
0.5776
-0.5169
-0.2861
-0.2841
-0.5565
0.4225
-1.4163
-0.7212
-1.0432
0.7026
-0.2102
-0.3252
-0.3847
-0.1256
-0.177
-0.1749
-0.2756
-0.2606
0.5224
0.2343
-0.3993
0.43
-2.237
-0.0376
-0.4287
0.3815
-0.1508
0.8309
0.3065
-1.0854
-0.121
-0.0093
-0.9611
0.1925
-0.148
-1.69
-0.1664
-1.818
1.7921
0.753
0.6048
-0.7713
-0.953
-0.4119
0.2272
0.5769
0.2619
-0.6713
-0.964
0.2809
1.5838
-0.1752
-0.178
-0.6323
0.6146
-0.0779
0.8305
0.1723
1.4019
-1.4513
0.4733
1.182
-0.1246
-0.3638
0.7113
-0.5703
0.1867
-1.3572
0.9414
-0.4106
-0.5039
-0.4315
-1.0736
-0.2026
0.6602
-0.6801
-0.1749
1.4957
-0.4641
0.3055
0.8546
0.0641
0.0269
0.1521
-1.0996
-0.7257
-1.7203
-0.0884
-0.4606
-1.2898
0.8354
0.1983
0.3853
0.9296
0.3567
-0.2266
0.6821
1.1046
-0.1381
0.5683
-0.8682
-1.2075
-0.4708
-0.9409
0.2831
0.4277
0.2245
0.4281
0.2467
-1.0011
-0.3167
0.7411
-0.4326
1.3524
-0.3976
0.1337
-0.9311
1.8842
0.9169
-1.53
0.324
-0.2828
1.1187
-0.421
0.1753
-0.3555
-0.1439
-1.0565
0.612
-0.1979
1.5325
-0.1222
-0.1604
1.1652
-0.1782
0.3465
-0.1109
1.1445
1.2266
1.3628
1.152
-0.3662
-1.0051
-0.0332
-0.1234
-1.0735
-0.2955
-0.7663
1.0724
-0.0173
-0.4343
-0.4611
-0.8012
-0.0529
-0.5548
-0.1109
-1.1734
0.7745
-0.462
-0.3812
-1.2901
0.082
1.1293
1.3343
0.3343
-0.4197
-0.4876
-0.6824
-0.3589
-1.1051
1.6631
-0.2202
-0.5739
0.4311
-1.3552
-0.1994
0.4557
-0.6635
-0.2127
0.0554
1.4511
0.4461
-0.4269
0.9585
-1.6512
0.6163
0.3877
0.4288
0.2802
-1.5338
0.605
2.0446
-0.2616
-0.0525
0.5246
0.8974
-0.6805
0.9657
-1.1127
1.1767
-0.932
1.0478
0.7505
-0.3894
-0.9503
-0.4412
-0.7356
0.8506
0.248
-0.886
-1.1781
-1.1346
0.7529
0.0423
0.6867
-0.3589
0.0082
-0.5658
-1.5759
-0.2346
0.2157
0.193
-0.2816
0.4601
-1.4003
0.4258
-0.0921
-1.0272
0.6597
0.1569
-0.6124
0.6227
0.7247
2.4994
0.0336
-1.5705
-0.353
0.1307
-0.4546
-1.5006
-0.1163
0.4651
-1.064
1.2107
-0.7966
-0.5126
-0.829
-0.3755
0.1947
-0.5666
0.0698
-0.707
-0.749
-1.6642
-0.0975
0.0956
-0.1064
-0.5173
0.5831
0.4987
-1.5802
0.1725
-0.3555
-0.4795
-0.7733
-0.5664
0.1289
-0.1025
-0.3859
0.395
0.6061
0.2307
0.2067
-0.1577
0.6652
1.5208
0.7646
-1.5538
1.4294
0.6967
-0.0191
-0.13
-0.0118
-0.9254
0.2217
-0.9477
0.4179
-0.1563
0.0838
-1.9405
0.2051
-0.5126
0.7216
-0.5137
0.4632
-1.1922
-0.7958
0.0128
0.8196
0.6822
0.3463
0.4924
-0.3291
-1.1006
0.6054
-1.2334
0.0621
-0.2446
-1.6238
0.1776
0.1
-0.4862
0.6308
0.6938
0.1097
0.6128
-0.1063
0.6504
0.3677
0.064
0.7801
-0.1812
0.2655
-0.5831
0.8326
-1.6857
-1.0446
-0.1675
-0.4326
0.7931
-0.5208
3.0255
1.0865
-0.816
-1.0111
-0.1219
-0.8523
-0.4313
1.0161
-0.333
-0.3776
0.9833
0.5438
1.3968
-0.1406
1.6105
-0.3044
0.9338
0.7318
1.3202
-0.3064
-0.5003
-0.0077
1.2975
1.6397
0.7568
2.4717
-0.0657
0.8377
0.6634
-0.5396
-0.6128
-0.2455
0.2109
-0.3068
-0.855
-0.4895
-1.0299
1.0156
-1.7493
0.705
0.5966
-0.7563
-0.4703
-0.1751
1.0396
-0.2784
0.2616
1.1277
-0.8356
0.4826
0.3992
0.0062
-0.2798
0.0986
-0.125
-0.8146
-0.0853
0.1323
2.0561
-0.4637
-0.0621
-0.1563
0.8095
-1.0429
0.3595
-1.2177
0.6637
-0.12
0.9979
0.8722
-0.2737
-0.0627
0.1833
0.3947
1.5664
149.6
0
3,013
50.37
BREAST CONSERVING
Breast Cancer
Breast Invasive Ductal Carcinoma
Moderate
0
claudin-low
2
Positve
Positive
1
NEUTRAL
Negative
Ductal/NST
1
Post
4ER+
Left
1
3.046
IDC
Negative
1
ER+/HER2- Low Prolif
23
2
Living
-0.5136
-0.5929
0.4016
0.3008
-0.9034
0.0798
-1.0492
-0.5741
-1.9672
-0.4834
0.4088
0.1109
0.255
-0.3817
-0.5534
0.697
-0.1586
1.0189
-0.3598
-0.2117
2.0154
-1.0965
-0.3457
-0.2797
0.0438
-0.3489
-0.8991
-1.7259
-1.0031
-0.4711
0.7464
0.0979
-0.0803
0.312
1.847
-0.2687
0.1013
0.4707
0.6173
-1.2678
-1.1853
-0.5673
-0.0773
-1.2971
-1.3065
-0.0582
-0.7825
0.4561
0.3525
-0.8489
-1.7444
-0.5336
-0.072
0.2135
-0.6872
-0.3071
1.4326
1.1071
-0.71
0.3596
-1.0256
1.7341
-0.1517
-0.4717
0.5794
0.1183
-0.3489
-1.1216
0.2457
-0.5361
-0.6669
0.0162
-1.4261
-0.0302
-0.2239
-0.0916
-0.2588
0.0147
-0.0248
-0.7381
1.4129
-0.9881
-0.8334
-0.7287
-1.1191
0.4746
0.0656
-1.6658
-1.8138
-0.9134
-1.1502
-0.9093
0.8847
-0.3669
0.7778
0.7612
-0.5986
2.2611
1.0807
-0.8712
-1.1681
1.092
-0.5514
-0.4022
-0.1869
0.6372
-0.04
0.0344
0.0293
-1.398
-0.1587
0.0906
-0.9786
0.2153
-0.795
0.0177
-0.1649
-1.0433
-0.3501
0.0814
-0.5494
2.9946
0.0683
-0.3406
0.173
1.2542
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0.8594
0.2177
0.169
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0.9573
0.0825
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1.2505
0.9241
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0.4964
1.0563
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0.8982
0.6747
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2.174
0.6786
1.57
-1.0492
0.1455
-0.4221
0.2984
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0.0278
-1.0451
-1.0773
-2.1915
-0.64
1.5125
-0.4876
0.6841
2.0328
-0.7445
0.4473
-0.7628
-0.5187
1.0638
-1.4306
-0.2835
0.0207
0.0124
0.3797
0.5826
-0.6873
0.8798
-0.4368
0.8071
0.4127
0.5592
-0.6654
0.7161
0.4445
-0.2395
-0.9116
-1.454
-1.6237
0.718
0.9583
0.691
-0.1777
-0.0235
0.488
-0.3974
-0.3954
-0.1583
-0.4252
0.1741
-1.3397
0.0771
0.0249
-2.6721
-0.5242
-0.2282
3.0138
0.2306
0.2381
-0.0127
0.4075
-0.3781
1.0605
-0.3767
1.7331
0.0273
-1.2487
-0.5938
0.4538
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1.0343
1.6192
1.1703
1.185
-0.0831
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-1.2921
-0.2805
-0.1241
-0.8166
1.3641
-0.0508
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-0.4006
0.1195
0.2698
-0.7925
-0.1516
-1.3862
0.126
-0.5874
-0.4146
0.0474
0.3208
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1.819
0.1602
0.4812
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0.3984
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0.1129
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0.2275
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0.6748
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1.3895
0.358
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0.7891
0.4493
0.7188
0.5547
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0.8129
0.7981
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0.325
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1.3026
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0.4687
0.4231
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0.0889
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-0.719
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1.1717
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0.8569
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1.2235
0.9969
0.2994
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0.1993
3.2294
0.2422
-0.3523
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0.1345
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0.6743
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1.5969
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0.2716
0.8188
-0.3169
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0.1581
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-0.3176
-0.9429
-1.2721
-0.1483
-0.0981
0.7772
1.4043
-0.0199
-0.1171
0.8937
0.7207
1.2413
0.1898
-1.2772
-0.4932
1.3615
-0.3209
0.122
0.7144
-0.767
-0.7078
-0.316
-0.6846
-1.3758
0.3299
-1.1577
0.4029
-1.1654
-0.3708
0.0347
0.2987
0.9104
-0.5652
0.6595
-0.6258
0.7947
-0.7137
0.7199
0.3626
-0.8535
-0.0958
-0.4549
-0.4958
1.1977
-0.3901
-0.0516
0.2518
-0.2033
0.0898
-0.4992
-0.1844
0.0749
-0.9324
-0.8871
-1.8318
0.168
1.5091
-0.4668
0.0238
-1.3894
2.5813
-0.0825
-1.3515
-2.7583
-1.2219
-0.3422
-0.3501
3.0625
3.3442
-0.1213
-0.1544
0.6349
-1.2634
-1.7804
1.017
-0.2117
-0.121
-1.2647
-0.5282
1.6771
0.2451
1.0092
0.1157
1.6833
1.6154
1.9544
0.1852
-0.8163
0.0098
0.3535
2.01
1.1129
1.5389
0.8805
0.6862
0.7369
-0.4361
0.5819
-0.2014
0.0873
-0.5169
-0.9815
0.1325
0.166
2.0613
-0.2026
0.3692
0.8212
-0.5523
-0.0101
0.6091
1.0915
-0.0194
0.9149
1.9195
0.8562
0.247
0.9738
0.618
-1.227
0.4819
1.4679
-1.0024
1.1744
0.5488
2.2624
0.6121
0.0672
0.5461
-0.3773
-0.418
0.7346
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-0.7523
-0.1713
-0.7723
-1.0672
-0.8362
-0.3278
-0.4596
0.3424
238.366667
0
3,014
39.7
BREAST CONSERVING
Breast Cancer
Breast Invasive Ductal Carcinoma
High
1
Basal
2
Negative
Negative
3
NEUTRAL
Negative
Ductal/NST
0
Pre
1
Left
1
5.03
IDC
Negative
1
ER-/HER2-
15
2
Living
-1.1589
0.4686
0.6695
-0.7917
-1.2978
0.5272
-0.1518
-0.8381
1.1932
-1.8419
0.2128
0.5766
-0.5112
1.1615
1.6526
1.5192
0.7128
-0.2451
-1.3202
-1.0814
-1.8413
-0.782
-1.6326
0.4571
2.0915
1.5391
2.1789
-0.3242
0.706
-2.4005
-0.1363
1.6397
-0.8206
3.9114
1.3089
1.2296
0.6412
0.727
0.9295
0.9693
1.9258
1.6187
0.8341
0.3264
0.9529
-0.5907
-0.496
-0.9837
1.1029
0.6173
-0.8301
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0.5584
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-1.1912
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2.0294
-1.7626
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0.6896
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2.0873
-2.0873
1.033
0.6373
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0.2121
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0.3864
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-1.4953
-1.9349
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0.355
-1.1063
-2.0684
-1.2316
0.6633
-0.8591
-0.1177
1.2482
1.9807
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-0.2387
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2.4625
-0.9484
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2.3433
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0.6496
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2.0869
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0.503
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0.7808
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0.6137
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0.9238
0.7479
1.1885
-1.5013
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0.1613
0.7428
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0.0583
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0.4458
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0.3465
0.7974
-0.8961
1.0708
-0.0003
-0.7618
-1.2076
1.5139
1.2993
0.6105
0.6359
2.2747
0.5032
2.1654
-1.4437
-0.6896
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1.1594
0.5154
0.9519
-0.3626
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0.0995
0.3519
-0.9599
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-0.0829
-0.2841
-0.8507
-2.2773
-1.5459
0.3657
0.5782
-0.8529
1.7362
1.4608
-0.3217
-0.4961
-0.5562
-0.0759
-0.5765
0.0587
0.5129
-0.6051
0.0886
-0.8314
1.0689
0.0626
1.0787
0.5732
-0.4825
-0.9227
-0.5575
1.344
-2.0766
-0.2222
2.4911
-0.0595
-0.532
-0.2359
-0.376
0.1952
0.0779
0.6168
-0.3163
0.5118
-0.3111
1.4821
-0.7439
-0.5242
1.0216
-0.5253
0.0507
1.9808
-0.3683
-0.0207
0.9884
-0.064
-1.0405
-0.5593
0.9609
-0.3109
-0.1493
0.4511
-1.165
0.0863
1.658
0.9797
1.6478
1.4714
3.7957
-0.2818
-0.2206
0.4104
0.194
-1.9691
-1.354
-0.8929
1.3814
-0.3997
-0.181
1.4604
0.1401
0.3512
1.0561
-0.1518
2.2504
1.5782
-0.2133
1.3609
0.4289
-1.201
-0.4804
0.2923
2.227
1.0201
-0.5944
0.2271
-1.3504
0.2849
-0.8701
-1.3745
-0.7577
-0.6251
-2.4505
2.1773
-0.3721
-0.7639
-1.4017
-2.1678
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-1.4641
-1.2005
-1.0796
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-1.2275
-0.8222
0.5927
-0.6919
0.8308
-1.3398
-1.0011
1.8024
1.1271
-1.8839
-0.574
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-0.6253
-1.4299
-1.5887
-0.1573
0.1318
-1.8287
0.4325
0.3363
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0.9432
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0.0439
0.1009
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0.1862
0.01
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1.0208
1.3801
0.6852
1.7955
-0.9929
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2.6628
0.1497
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-1.9053
0.9692
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1.0041
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1.1847
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1.0747
0.707
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2.4662
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0.4346
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0.711
-2.4638
2.1771
1.5766
0.9896
-0.8258
-0.2255
3.137
-1.2809
-0.0358
0.0815
-0.3881
1.052
0.545
2.5797
1.6547
-1.9911
0.0766
0.3715
-1.0683
0.9045
0.1036
1.0479
-0.0446
0.297
-0.5197
2.9446
2.4221
0.4529
1.4777
4.65
0.2604
-0.9291
-1.0234
-0.225
-1.108
-1.1969
-1.3718
0.7419
0.804
-0.2848
1.3021
0.7193
0.5178
0.6646
0.7153
-1.2728
0.7158
-0.8909
1.7929
-0.1828
-0.544
0.262
0.2877
0.8351
3.8393
-0.4186
-1.7253
1.4917
-0.3755
0.8679
-0.991
0.3604
-1.1013
-0.2134
0.4491
-1.6717
-0.6632
-0.4194
1.8826
0.8564
-1.4268
-0.2961
-1.3721
-0.2015
-0.1301
0.8667
-2.4265
0.1033
0.4457
0.6466
-1.1381
0.349
-0.7092
0.2095
-1.7572
-1.149
0.9959
0.4644
-0.9363
0.0086
-1.2061
-1.0985
-1.2084
0.0537
-1.8338
-0.5659
0.4093
-0.9492
-1.1267
0.4591
-0.8772
0.1221
-0.3641
-1.2135
0.6829
-1.2305
1.3712
-0.3762
-0.5909
-0.996
2.3092
-0.0954
-1.4693
-0.2539
-0.9496
-0.6083
0.1478
-1.2607
-0.2715
0.1043
-2.6764
0.587
1.1302
0.7948
-1.3609
5.2213
-1.0325
-1.2977
0.0962
2.3909
-0.245
-1.014
-1.1433
-0.7078
-0.6287
0.6685
0.0643
-0.1415
-0.4017
1.8534
0.9603
-0.3653
0.1782
-0.1249
-0.1804
-1.1755
-1.1669
0.1727
-0.9124
262.633333
0
3,016
56.83
MASTECTOMY
Breast Cancer
Breast Invasive Ductal Carcinoma
High
0
LumB
2
Positve
Positive
3
NEUTRAL
Negative
Ductal/NST
1
Post
2
Right
0
4.02
IDC
Positive
0
ER+/HER2- High Prolif
10
1
Living
0.5926
0.757
1.4644
-0.1472
-0.2922
-1.0661
0.2234
-0.6647
-1.0919
-0.0559
-0.93
0.0229
0.4545
0.7065
0.4887
0.1352
0.7425
0.8275
-1.3588
0.2276
0.171
-0.9752
0.4726
0.4134
-0.6744
1.4402
-0.4272
-1.05
0.4079
-0.0649
0.7772
1.1045
-0.479
-0.1193
1.2156
-1.1173
-0.2737
0.0203
-0.4213
0.047
-0.6313
-0.62
-1.3713
-1.9215
0.9134
1.494
-1.8981
1.181
0.7019
-0.2157
-0.4517
-0.7357
-0.2899
-0.4738
-1.2325
-0.507
-0.0945
-0.6878
0.3647
0.0626
-0.3094
0.87
-1.8568
-1.5336
-0.5893
-0.4648
-0.6943
0.1631
0.0739
-0.1086
-0.3917
-0.304
-0.2259
-1.8039
1.8127
1.5903
-0.5938
3.8377
0.2361
0.3162
0.5022
-1.6748
-1.1611
-0.2248
-0.5559
0.6548
-1.1395
-0.2009
-1.3711
-1.6975
0.4046
-0.8328
0.3038
0.7388
-1.1954
-0.4634
0.0227
-0.678
-1.4468
-0.4966
0.5798
0.3284
-1.1512
-0.552
0.3953
-0.6673
0.5835
0.2324
0.7022
-0.3292
2.4957
-1.4819
0.085
0.8644
-1.6225
0.6902
2.0168
-0.0584
0.0339
0.2277
0.6832
-0.2872
0.3609
0.1685
0.0554
0.9116
-0.0264
-0.1985
1.7
-0.0084
-0.9823
-0.4486
-1.7488
-0.2095
1.8132
0.8574
-1.3556
0.2917
-0.0277
0.131
-0.8901
0.0471
-0.1126
-0.0323
-0.8218
0.6292
1.1545
0.0554
-0.179
-0.2633
-0.6566
-0.0606
-0.2509
-0.3924
0.3759
0.7006
-0.9529
-0.3673
-1.9203
-0.017
1.3113
0.0816
-0.5573
-0.506
0.5334
-0.7865
-1.1897
-0.7269
1.016
0.1539
0.2189
0.6491
0.015
-0.6039
0.9206
-1.0624
-0.1262
-0.052
1.7128
0.3494
-0.3825
1.1444
-0.6324
-0.0329
-0.2807
-0.1529
-0.023
-0.5457
-1.0921
0.3817
0.2712
-0.4534
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-0.6677
-1.033
-0.4719
-0.6437
-0.5299
-0.0777
0.0825
-0.2503
0.3523
-0.7626
-0.5578
0.8182
2.2707
0.7542
-0.2792
1.4924
0.5487
0.5577
0.0355
-0.8107
0.9546
0.5413
1.0512
-0.4855
-0.5992
-0.5923
-0.5936
0.2484
0.2141
-0.4955
0.9004
0.5425
0.6822
-0.2559
0.1706
0.0668
-0.6697
0.9203
0.4215
0.2147
-1.3894
-1.034
0.6657
-1.2114
-2.3563
-0.5087
-0.395
0.1229
-0.3014
-0.91
2.4664
0.5307
0.1741
0.9512
1.0939
-0.0948
0.0408
-0.7715
-0.5895
-0.0247
0.1981
-1.2152
-1.2837
0.1177
-0.3862
-1.22
0.0303
0.2266
-0.131
-0.5639
-0.9504
0.3363
-1.2546
-0.4042
0.6199
0.0398
-0.5574
-0.3712
-1.1045
-0.9816
-1.2258
-0.6921
0.4691
-0.9805
-1.4325
-0.5646
1.2936
-0.2251
-0.1056
-0.1662
-0.3537
0.3606
0.9075
0.0522
-0.0558
-0.4048
-0.1935
-0.1122
0.9644
0.0482
-0.6269
-0.1216
-0.0234
-0.6399
0.7954
-0.3137
0.3907
-0.7296
-1.1348
-0.0922
-1.7385
-0.1151
0.4989
0.3591
0.4645
-0.3237
0.1037
-1.455
-0.2733
1.1018
0.1739
-0.717
-0.8193
0.4773
0.0874
-1.5155
0.5932
-0.5291
0.0397
-1.4045
-1.2166
0.1799
-0.3033
-0.2545
0.4387
0.6324
-1.1952
0.3449
0.5692
-0.0728
0.4342
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-1.0845
-1.2293
-1.3166
-1.2779
0.7159
-0.9874
-0.6052
0.5538
0.1224
-1.0733
0.9819
-1.1343
0.0343
2.5866
0.893
-0.6538
0.167
1.1346
-0.6526
0.1063
0.5852
-1.3749
1.2631
0.167
-0.6146
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0.7339
0.5191
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-0.579
-0.2426
-1.7164
-0.8648
0.5556
-0.273
-1.5299
0.0754
0.7025
0.7716
0.0377
-1.0199
-1.3482
-0.817
0.4079
0.0699
0.5659
-0.8134
1.0442
2.1526
-0.4345
-1.5366
-0.5344
-0.7992
2.695
-1.3386
-1.2047
-0.7002
-0.0547
-0.5083
0.0854
-0.0998
0.2471
1.2823
1.5096
-0.7191
-1.3044
-0.3526
-1.119
0.5946
-0.9179
0.7103
0.3861
0.3781
-1.1345
1.5707
-2.1738
-2.7686
0.3333
-1.109
1.0212
1.0675
-2.7217
-0.1978
-1.477
-0.8574
-1.6226
-0.309
-0.4087
-0.1048
0.5752
-0.0152
1.6518
-0.5376
-0.1778
0.2153
0.3247
0.1657
0.1373
-1.2872
-1.5862
-0.3439
0.431
-0.6639
0.5855
-0.2383
0.0242
0.1914
-0.3257
-0.0387
-0.0602
-0.5905
-0.4378
-0.5923
0.1767
-1.097
0.2651
0.1876
-1.1302
2.1535
-0.5027
-0.5418
-0.1931
2.3815
1.0678
-0.0376
-0.4258
1.4613
0.0037
-0.3906
-0.3293
-0.4698
-1.7861
3.1602
0.257
0.499
0.3285
0.2386
-0.1321
0.13
0.2171
-0.9307
1.1294
0.9857
0.0841
0.9787
2.5213
0.7879
0.1361
-0.4006
-1.852
0.3335
-0.2194
-0.0925
-0.7071
258.866667
0
3,021
63.08
BREAST CONSERVING
Breast Cancer
Breast Invasive Lobular Carcinoma
Moderate
0
LumA
2
Positve
Positive
3
NEUTRAL
Negative
Lobular
1
Post
8
Right
1
5.044
ILC
Positive
1
ER+/HER2- High Prolif
22
1
Died of Other Causes
0.0259
-0.1777
0.2652
-0.351
-0.2243
-0.7566
-0.0794
-0.6763
-1.0684
0.7366
-0.1667
1.4634
-0.0154
0.0773
1.2653
-0.1947
0.1804
-0.04
0.8666
-0.6
-1.3741
-0.6865
-0.6528
-0.6251
-0.2461
0.349
0.733
1.7201
0.1928
-1.5364
-1.4456
-0.9088
-0.6445
0.6712
0.3694
-0.6153
0.5168
-0.2477
1.2286
-0.67
-0.2272
-1.221
-0.4892
-0.2712
0.3135
-2.2236
0.0247
0.6637
-0.0569
-0.7433
-0.6682
0.3679
0.0141
-0.1295
0.1187
0.1552
-1.079
0.4806
0.2544
0.2809
-1.0771
1.0285
0.3686
0.3017
0.5375
-0.5369
0.1231
-0.4983
0.9861
0.4595
0.0848
-0.693
-0.3607
-0.6307
2.8944
-0.0926
-0.2422
0.171
0.2253
-0.6325
0.6954
-0.1977
0.1334
-0.1883
-0.5475
-0.788
0.795
-1.0899
0.8633
-0.0915
-0.9888
-0.0011
-0.4322
0.385
-0.0724
-0.6995
-0.3991
1.0265
-0.9032
0.2287
-0.7997
0.0039
-2.1476
1.3969
-1.1826
-1.6452
-0.8279
-0.72
-1.281
-0.7008
0.1951
-0.9166
-0.3148
0.2272
-0.8099
-0.3487
-0.3322
-0.1902
-0.5856
0.2394
-0.4572
0.425
-0.88
-0.8248
0.8023
0.7906
0.0896
0.3176
0.8385
0.8619
-0.1322
-0.5467
0.0578
-0.9864
-0.89
0.4535
-0.0936
0.3162
-0.4789
0.5799
-0.7128
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1.0888
0.2453
0.3946
-1.3001
-0.3337
0.8203
-0.4259
0.34
-0.9291
-0.2237
0.6422
0.0182
1.4328
-1.402
-0.8803
-0.5906
-2.0138
0.2095
0.1198
-0.8664
-0.3993
0.7724
-1.1654
-0.0647
-0.7297
-1.6419
-1.3755
-0.1588
-0.3098
-0.2266
-1.5403
0.6676
0.3195
-0.2836
1.1421
-0.4553
0.1158
-1.5464
0.9891
-0.2621
3.1553
-1.137
0.1938
0.2993
-0.8383
-0.1077
-0.1445
0.2568
1.0182
0.4506
-0.6865
0.1015
-0.1521
-0.8956
-0.8266
-0.7664
-0.1659
0.6383
0.055
-0.4843
-0.8333
-0.539
-0.6202
-0.1382
-1.3474
-0.957
-0.9585
-0.2614
-1.3022
0.0197
1.7511
1.2691
-0.767
-0.937
-0.2819
-0.1862
-1.0584
-0.4455
-0.6538
0.2552
-1.029
-0.9554
-1.7903
-0.6545
1.2295
-0.3721
-0.8562
-0.1844
-0.2636
0.0229
-0.4551
-1.3677
-0.1621
-0.4112
1.7286
-1.0851
-0.1043
0.6728
-0.0695
0.0685
-0.9788
0.3142
0.0556
-0.0644
0.4005
-0.7312
0.5457
-1.3181
-0.4491
1.0886
0.1259
-0.553
0.3729
-1.2426
0.4134
0.3568
0.2744
-1.217
0.7729
0.0521
-0.8714
0.0444
0.7918
0.3515
-1.365
-0.4625
0.3418
2.2201
0.7534
0.3387
-0.7749
-1.6233
-0.6555
0.7635
1.3219
-1.815
-3.325
-0.9616
-0.5061
0.052
1.0364
-1.3014
0.5164
0.2522
-0.6133
0.4199
0.0241
1.3804
0.0764
-0.4596
-1.0596
0.4414
-1.2846
0.3914
0.2603
-0.0745
5.4612
-0.1091
-0.0356
-0.7796
0.6903
-0.1931
-0.119
-1.1731
-0.231
0.1899
-0.6704
-0.2749
-1.1888
1.2185
1.5941
-0.977
0.1202
-1.112
1.5025
0.0278
0.1892
-1.0456
-0.5001
0.2796
-0.0298
0.5518
0.8336
-0.7215
-0.0275
0.3294
-0.5206
-1.0532
0.4604
-0.851
-0.5355
-0.425
-0.3428
0.0034
0.1305
-0.7936
-0.5684
-1.2679
1.3649
2.8566
-0.1001
-0.3127
-0.0748
-1.2611
0.892
0.0842
-0.6346
0.4498
0.9656
0.1772
0.457
-0.7319
-0.1214
0.2513
-0.4643
0.5914
0.4004
0.133
1.7163
-0.0127
-0.3629
0.4853
-0.2405
-0.07
-0.4653
0.242
0.7661
-0.5634
-2.0978
3.9862
-0.7658
-0.3721
-0.7024
-0.3203
-0.7564
-0.3763
-2.1987
0.3628
-0.3737
-0.6723
0.4303
0.7105
0.2104
-1.1608
-0.9806
-0.0955
0.7527
-1.8736
-1.1511
1.2553
-0.056
-0.6997
0.1387
0.1755
0.4615
-0.0059
0.9845
-0.2014
-0.7719
4.1212
-0.3824
-0.3065
2.2451
-1.7071
0.1469
1.7498
0.46
0.1508
-1.6579
-1.2118
-0.4433
0.537
0.0309
0.2903
-0.8326
-0.2918
-0.9166
0.6333
-0.7338
-0.0687
-0.4998
0.1731
0.2592
-1.3746
1.7413
-0.6087
-0.4324
-1.049
0.5896
0.0015
0.294
0.4901
0.862
-0.3436
1.442
0.0479
1.3909
-0.9965
-0.5338
0.2392
-0.6496
-1.1481
-0.437
-0.2788
0.851
0.2068
-0.0218
1.1378
0.6296
-0.0366
-0.753
-1.3717
-1.1343
0.8325
-0.4717
1.1558
0.2482
-0.9258
0.1357
1.194
-0.826
0.3257
0.1467
1.0453
-0.6141
2.0636
2.127
0.173
-0.5617
-0.9016
0.9942
-0.1206
3.0746
0.4761
-0.9169
0.5424
0.3792
0.8856
0.5947
-0.3631
2.2229
-0.4622
-0.7302
-0.4736
0.1893
-0.4775
-0.7009
217.566667
1
3,025
37.89
BREAST CONSERVING
Breast Cancer
Breast Invasive Ductal Carcinoma
High
1
Her2
2
Negative
Negative
3
GAIN
Positive
Ductal/NST
0
Pre
5
Left
1
5.026
IDC
Negative
1
HER2+
13
2
Living
-0.016
-0.2608
-0.8809
0.3311
-2.3516
0.7774
-0.2307
-1.3138
-1.1382
0.5757
0.1354
-0.3071
-1.9391
0.3373
-0.2709
0.0338
0.7771
-0.8376
0.9195
-1.1788
-0.7277
-0.5777
2.0698
0.0714
1.0329
0.4324
0.9563
0.1801
0.4036
-0.8656
0.961
-0.0533
-1.1856
-0.3014
0.7538
-1.9499
-0.7293
-1.2675
0.025
0.4157
2.825
-0.3804
-0.6187
0.769
0.9305
0.3335
2.1263
-0.3151
-1.6172
0.0345
0.6061
-1.8867
-0.7096
-1.5032
-1.2614
0.6661
-0.0399
-0.296
0.2503
-1.0536
-0.8354
1.4002
0.8153
-0.4211
0.9028
0.6172
0.8759
-1.5901
0.565
-0.3045
0.0226
1.9053
-1.7131
0.4269
-0.3507
2.1618
-0.2272
-0.0333
-0.591
-0.8874
0.2037
-0.3091
1.0105
2.8962
0.8806
-1.394
0.2235
-1.1604
1.4018
-0.3294
0.2711
1.1704
-0.4539
0.2939
-1.3508
-1.439
-0.2698
0.8384
-0.783
-0.4612
-0.9643
-0.0094
-0.9431
2.5656
1.1324
0.2516
0.55
1.4208
0.7258
0.0658
0.2674
1.3725
0.4071
-0.4044
2.6697
1.0358
-0.3067
-0.2904
-1.5733
-1.275
0.8741
-0.9537
-0.9004
-0.0843
-0.8286
0.8474
-0.3264
-0.0794
0.0463
0.2884
-1.005
-0.0628
0.2733
-0.8179
-0.6905
1.2189
-1.5381
1.6003
-0.2661
-1.3303
-1.1094
-0.183
0.0058
-0.9663
-0.4577
1.0199
-0.3237
1.4206
-0.3768
0.6277
-0.1318
0.768
1.8524
-0.3591
0.6982
0.9116
2.3753
0.4668
0.5217
-0.725
-0.2594
-0.5088
-0.2742
-0.016
-0.3924
2.1761
2.1927
0.5379
0.4807
1.6646
0.5145
1.0889
0.2662
-0.0578
-1.7157
0.29
-2.959
1.3107
-1.0028
0.3608
-0.7487
0.0022
-0.699
1.0514
0.3331
1.5457
0.5507
-1.5111
1.8997
-0.8714
-0.3838
1.2545
3.4508
-1.0042
-0.523
-0.8192
-1.4634
0.015
0.2219
0.0609
0.3765
0.6378
0.204
0.0317
-0.3075
0.7578
0.16
0.7577
-0.558
1.1992
1.4521
0.0694
1.1353
1.6309
-0.8122
-0.3073
0.117
-0.3431
-0.3919
0.353
-0.5908
-0.1878
0.5159
-0.9979
-1.2771
-0.8383
0.704
-1.5835
-0.2919
1.3984
1.2324
-0.1631
-0.748
-1.1125
-0.1407
0.2272
-1.1438
1.6073
-0.6386
-0.743
1.7893
1.1874
-0.8088
-0.1057
-0.3859
0.9773
1.2932
0.1267
1.8723
-0.21
-0.2726
-0.4754
1.0862
0.5858
-1.2567
0.7475
-0.6239
-0.133
2.1169
0.8358
0.9443
-0.2847
-1.0689
1.5721
-1.2379
-1.1617
1.2494
1.9737
-0.2079
0.7073
0.8752
0.5354
4.2051
0.0789
-0.7485
-0.4785
1.3595
-0.3156
-0.1818
0.4561
-0.983
0.6907
0.9098
-0.7051
-1.3369
-0.2347
-0.9577
0.1166
-0.2831
0.6176
0.5593
0.2223
2.523
1.9794
-0.7966
0.5749
0.1598
-0.7819
-0.0787
-0.3343
0.1842
-0.5728
-0.5368
-1.3983
-0.9845
1.7642
0.843
0.5207
-0.258
-0.7126
1.1736
0.2479
0.2738
-1.1029
-0.5283
0.8567
1.7646
0.7329
-1.272
1.0292
-0.3701
1.2859
-0.2807
-0.1263
2.0167
1.0455
-0.2962
-0.2402
-0.0893
0.7387
1.2792
-0.6313
-0.2252
-0.8158
-0.1671
0.3054
0.1102
-0.2923
-0.1085
1.3004
-1.5427
0.1454
-0.0977
0.2518
-0.7326
-1.1766
-0.6192
0.2605
2.1069
-0.7969
-1.1772
-0.2278
0.5398
-1.0727
1.6201
-0.023
-0.9021
1.8925
-0.8478
1.1855
0.0114
0.422
-0.065
-0.349
-0.2021
0.6198
3.2343
-0.2324
0.3523
-0.1991
-0.1537
1.4487
0.3368
1.5114
-1.3195
0.0163
-0.9315
-1.9536
-0.892
-0.5664
-0.4271
1.0839
-1.057
0.2924
0.2006
-0.2846
0.4172
-1.042
0.5594
0.982
-0.9432
0.3939
-0.2492
-0.5506
0.0517
1.5098
0.6833
0.9624
0.6393
-0.2793
-0.416
1.7561
-1.128
-0.9488
1.211
2.2674
0.0586
1.4628
-0.9893
1.1843
-1.0383
0.2865
0.8901
-0.9697
-0.3024
-0.7096
-1.0476
-0.0942
-1.1802
0.2416
2.2242
0.4731
-0.5857
0.2281
-0.3057
1.4125
2.9171
1.35
0.4586
-0.1571
1.0644
-0.072
0.6897
-0.6468
-1.1476
-0.2682
1.6557
-0.4283
-0.2388
0.0768
0.4292
1.1204
-1.3134
-0.752
0.1403
3.1881
0.0466
1.141
1.1556
-0.5751
1.7121
-0.7653
-4.1316
0.6964
-0.9943
0.3754
1.453
-0.8656
-0.8766
0.8388
0.2245
0.3648
0.0737
0.4128
-0.826
2.3417
-0.3016
-0.9822
0.2426
0.2402
0.1859
-0.9464
1.2249
0.4497
-1.2549
-0.4937
1.6883
-0.2012
-0.2659
1.8904
-0.5987
-0.3913
0.2327
0.4126
0.9075
1.2581
-0.588
0.4724
-0.7872
256
0
3,026
49.92
BREAST CONSERVING
Breast Cancer
Breast Invasive Ductal Carcinoma
High
0
LumA
2
Positve
Positive
3
NEUTRAL
Negative
Ductal/NST
1
Pre
6
Right
0
4.044
IDC
Negative
1
ER+/HER2- High Prolif
22
2
Living
-0.1618
-0.2373
1.3095
0.6625
-1.0341
0.3662
1.5685
-1.1003
-0.1389
0.5487
-1.1035
-0.8014
0.7324
0.0314
0.9104
0.2255
0.9543
0.156
0.2736
-0.403
1.0066
-0.972
-0.0386
-0.1481
0.3661
-0.204
-0.8586
-0.518
0.0828
0.4327
-0.1931
-0.1082
-0.1954
-0.375
0.9309
-0.0381
0.3676
0.1065
1.1251
-0.0436
-0.7306
3.3428
0.4171
-1.1355
-0.6913
0.2133
-0.6
0.2214
-0.9056
-1.038
-0.5783
-0.7371
0.7708
1.2722
-1.6812
0.79
0.9088
0.1494
-0.1903
0.882
-0.4976
0.0756
-0.5101
-0.467
0.3343
-0.5001
-0.5096
0.394
-0.992
-1.5709
0.9737
-0.6838
-0.8266
-0.8729
0.5345
-0.4759
-1.8915
-1.1414
0.233
-0.0924
0.7406
0.6624
-2.0793
-0.2518
-0.8947
0.1686
0.3155
-0.9434
-0.7371
-0.5492
-1.8229
-0.5169
0.4066
0.3109
-0.3487
-0.2342
-0.6564
-0.4993
-0.7611
-1.0583
-0.2697
0.3143
-0.3055
-0.8479
-0.6813
-0.3459
1.3524
0.2564
-0.2289
-0.1512
0.6632
0.322
-0.46
-0.3391
-0.7482
0.6364
-0.8619
-0.0058
-0.9354
-0.5132
-0.6453
-1.2052
0.4642
-0.7933
0.515
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0.2572
0.0101
-0.7144
0.6506
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0.4511
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0.9904
0.3277
-1.3719
-0.7145
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-0.1715
-1.4173
0.1648
-0.8311
-0.0436
-0.2011
0.2234
-0.4737
0.109
-1.1268
-0.3909
-0.5481
-0.2651
-0.6801
0.8236
1.8794
0.2788
-0.6972
-0.3441
-1.4277
-0.245
0.4541
4.9311
-0.701
0.0994
-0.4341
-0.8513
-1.35
-0.025
-0.1259
-1.7214
1.2067
-0.5458
-0.068
-0.674
0.0326
0.9718
0.2963
1.2938
0.9581
-0.5302
-0.073
0.0553
-0.2605
0.3513
-0.3312
-0.4523
-0.9791
1.0402
0.6704
0.8565
-0.9571
-1.4532
-1.2654
-0.0593
1.4922
-0.1925
1.3085
-0.933
-0.4552
-0.2896
0.0474
-0.048
0.4448
1.3702
0.5839
1.3627
0.8785
-0.7051
-0.7318
0.6744
-1.3566
0.61
-0.5379
1.5833
0.3369
-0.0602
0.8335
3.1186
1.4316
-0.5319
0.0673
0.8483
-0.0542
-0.042
-0.2465
0.0858
-0.8349
-0.6817
-0.1363
0.3402
-0.5505
0.7052
0.7091
-1.0463
0.939
-0.5481
-1.2376
-0.4988
-0.185
0.8774
-0.2745
0.2578
-1.0576
-0.0925
1.0413
1.7244
0.5688
-0.5899
-0.9058
0.6978
-0.6047
0.4089
-0.1965
-0.2842
-1.5336
-0.5263
0.24
-0.5667
-0.844
-0.0737
1.2858
0.4878
-0.0661
1.1284
0.9549
-0.2588
0.3255
0.6332
0.4508
-0.8877
0.2866
0.4526
-0.8386
-0.8271
-0.0304
-0.2349
-1.1092
-0.2245
1.6038
-1.0747
0.9096
-0.6343
1.2315
0.4564
0.8856
0.4058
0.1553
-0.0156
-0.7026
1.261
-0.3657
-0.2295
-0.0114
-0.4525
-0.311
0.5223
0.5998
0.7476
-0.1635
-0.0112
0.4459
-0.8049
1.117
-1.4207
-0.6939
-1.2871
1.3581
0.0044
3.1072
-0.3711
-1.5907
0.0016
1.1052
0.1173
-0.345
0.9958
0.9874
0.5679
-0.1626
0.2887
0.2555
0.0285
-1.3494
0.004
0.6988
2.294
-0.2629
-0.6954
0.4994
-1.2469
0.936
1.2535
0.2385
0.7317
1.333
0.1626
-1.4334
-1.7334
0.9575
0.5382
-0.5329
-1.1799
0.3226
-0.7093
-0.2166
-0.3296
-0.2271
-1.8761
0.8071
-0.222
0.4147
0.2719
-1.6591
1.7603
1.3065
-0.6129
-1.3677
2.5374
0.6893
-1.0357
-0.7089
-1.2549
-0.4311
0.0079
-0.0168
-1.306
-1.3114
-1.4686
-0.5999
-0.5612
-0.3657
-0.3784
-0.1091
1.3363
-1.3546
0.5055
-0.4046
1.1831
0.1372
1.245
0.366
-0.1565
0.8625
-0.2814
0.2452
-0.9841
-1.8797
-0.3324
-0.2152
-0.8372
-0.4383
-1.9794
0.3126
0.0394
-0.2027
0.1055
0.3501
0.4824
-0.0882
0.786
0.205
-0.2692
-1.2181
0.7005
-1.0488
-0.8276
-0.9647
0.653
0.4906
0.6679
-1.2034
-0.1751
-0.1097
-0.6863
1.1552
0.1009
-1.4962
-0.7026
0.2939
-1.392
0.9372
0.8351
-0.4105
1.6353
-0.7922
-0.3219
0.679
-0.7601
0.5056
-0.4917
-0.0863
-0.607
-0.3106
0.0775
-1.0972
-0.3508
-0.1724
-0.0554
0.6473
-0.5567
1.5734
2.5465
-0.6826
-0.749
0.7765
-0.308
0.013
4.8003
1.1937
-0.4791
-0.2205
0.0536
-0.2115
1.2418
0.7271
-0.5252
-0.4187
0.4171
1.0035
-0.2609
0.5408
0.7232
-0.0447
-0.7525
-0.9723
-0.7024
1.3075
0.4542
-1.104
-0.7399
0.7183
1.0207
-0.2007
-0.9697
1.3336
0.2597
0.0107
-0.4886
0.3002
-0.7239
-0.0136
-1.1043
0.1689
-0.613
-0.1555
-0.1759
5.6016
4.3874
1.0134
261.2
0
3,028
60.93
BREAST CONSERVING
Breast Cancer
Breast Invasive Ductal Carcinoma
High
0
LumB
2
Positve
Positive
3
GAIN
Positive
Ductal/NST
1
Post
9
null
0
4.034
IDC
Negative
1
ER+/HER2- High Prolif
17
1
Died of Disease
-1.3526
-2.1155
2.6488
0.6288
-0.4461
-0.0944
-0.2664
-0.4599
-0.8409
-2.3348
-2.6413
-0.4744
-0.3002
-1.2982
-0.5534
-1.5625
-2.1659
1.038
0.1987
0.6486
-0.4978
-0.2775
0.1668
0.3051
-0.1097
-0.5497
0.1937
-0.359
0.9856
-0.9812
-0.6112
0.3403
0.5171
-0.6442
0.4758
0.5381
0.1042
-1.0725
-0.7446
0.0459
0.6736
0.1893
1.5352
0.9246
-0.6578
-0.8285
-0.0958
-0.2797
1.3249
1.2844
0.4022
-0.628
1.3236
0.8746
-1.0172
0.0011
-1.5997
-1.5176
-1.6116
-0.5212
-0.1501
-0.7974
-2.1797
-1.6003
0.2735
-0.276
-0.0212
-0.2803
-0.1224
-0.9061
0.1571
0.3788
-0.0201
1.2145
-0.9705
-1.1775
-0.1722
-0.7978
-0.9537
-0.0878
-0.6096
-0.6085
0.6628
0.475
0.7927
1.8892
-1.1172
-0.5449
0.1337
0.2079
-0.2459
-0.8841
0.0158
1.7726
-1.1745
-0.4146
0.678
-0.2582
0.6051
-0.6497
-1.4884
-0.7881
-0.9112
1.4211
-1.2099
1.6161
-0.8781
-1.1367
-0.7045
-0.8787
-0.5905
-0.9066
0.4681
-0.2326
-0.0577
-0.6742
0.517
-1.4792
-0.3212
1.0308
0.4796
-0.0827
-0.3854
-0.2456
1.2149
4.1686
-0.8918
0.8625
-0.2819
-0.2911
-0.5292
-0.0335
0.6224
0.0875
-0.5347
-0.2734
1.2708
1.0483
-0.9974
-0.3948
-1.6822
-0.94
0.4696
0.0676
0.5013
1.0877
-1.8138
0.7776
-0.4155
-0.5897
-0.1441
-0.0305
-0.8838
-0.4279
-1.1351
0.4635
1.1056
-1.7908
-0.3375
-1.4513
0.1567
-1.0421
1.4529
0.4686
-0.4494
1.506
-0.9404
-0.1818
1.7327
0.1582
-0.9197
-0.1325
-0.3501
-0.5594
-0.9844
-1.2041
-1.0896
1.6367
1.0386
0.1465
-0.767
-1.0129
0.1229
0.9666
0.4969
-1.2358
-0.8048
-0.191
0.4701
-0.1291
1.0583
1.4427
-0.185
1.5114
-0.7635
-0.6829
-1.2499
0.7958
0.6399
-0.0358
-0.7372
0.2659
-1.413
-0.1115
1.5118
0.9727
1.2815
0.6806
0.1427
0.4387
0.0991
-0.8341
-0.5567
-0.7192
0.4103
0.256
0.0194
0.3954
-0.3797
2.0124
-0.645
-0.6972
2.0509
0.5759
0.3878
0.3751
0.0004
-0.6071
0.4466
-1.6022
1.0299
-0.0761
0.0429
-2.1014
0.386
-2.1401
-1.2731
-0.6138
1.0075
1.1168
0.4619
1.4552
0.4551
2.9642
-0.5714
0.0051
-0.8545
-0.499
0.0663
-0.3125
-0.2091
0.4806
-1.0816
-1.6168
-1.7367
-0.3768
-0.3231
0.9033
-0.0408
0.5891
0.4108
-1.3127
-1.0617
-0.1634
-0.2099
-1.0758
1.0099
0.0404
0.6321
-0.9481
-0.9638
-0.3511
0.0277
-1.1024
-0.7416
0.2148
0.2959
-0.6902
1.1141
0.391
-0.0754
1.517
-0.9435
-0.0092
-1.1508
2.0677
0.7348
0.2359
0.8653
0.6285
1.6712
-0.8826
-0.0444
-2.2352
-1.0556
0.7712
-0.8299
-0.873
-0.2737
-0.8493
0.0393
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-0.2225
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-0.4555
0.2918
-1.0063
-1.465
0.2171
1.3849
-0.961
-0.5772
0.2924
0.0021
1.1043
0.0381
-1.5536
1.0428
1.0873
-0.2293
-0.2292
-1.4373
0.6207
0.5587
-0.1902
-1.271
4.8925
0.5515
0.7034
-0.6089
0.0611
0.4492
1.314
1.7669
-0.4125
-0.4165
-0.6454
1.7944
0.2377
-1.5022
-0.287
0.4771
0.4479
-1.1209
1.5035
0.6012
0.9081
-1.6792
-2.0804
-0.4901
-0.5824
-2.4055
0.443
0.6183
0.5762
0.4069
0.1366
-0.1439
-1.0096
-1.1079
-0.5039
0.2692
-0.907
-1.0503
-0.066
-0.5884
-0.0316
-0.9172
0.1072
-0.2219
-1.4887
0.7957
-1.0406
-0.4342
0.1959
0.6374
-0.2979
0.1004
1.3443
0.8741
-0.76
-1.2302
0.7036
1.684
1.0541
0.9675
-1.484
-1.1923
-1.4252
0.4534
0.7639
1.0713
0.1693
-1.1912
-0.261
-2.6992
0.5489
-0.4511
0.2843
0.0926
0.7298
-1.1332
-0.6574
-0.1058
-1.1931
0.2092
0.5791
-0.0311
-0.6052
-0.7457
-0.0009
-0.5719
0.3388
-3.2287
0.4355
-0.5874
1.0844
2.1977
-1.8907
-0.3859
-0.0289
-0.3278
0.6237
-2.4917
-1.6931
0.1849
1.2293
-0.5675
-0.5075
-1.3117
-0.6486
-0.1465
-0.2134
-0.8219
0.3987
-0.2106
0.6479
1.586
1.9654
-0.7359
0.8765
0.0389
-0.5725
0.8573
0.7528
-0.7153
0.3389
0.636
0.6175
0.5633
0.8665
0.2476
1.3018
-1.0648
0.863
0.1952
-0.9399
0.5866
0.1811
-0.7591
-0.6484
-0.0698
-1.3483
-0.8698
-0.0472
-1.5987
-1.9253
0.5441
-0.0316
-0.4105
-1.4627
0.3464
-0.4835
-0.1231
-0.1488
-0.7712
1.3853
-0.3471
-0.5279
0.4815
0.6319
-0.3025
1.1273
0.0947
0.4699
0.0362
42.566667
1
3,031
46.76
MASTECTOMY
Breast Cancer
Breast Invasive Ductal Carcinoma
High
1
Her2
2
Negative
Positive
3
GAIN
Positive
Medullary
0
Pre
5
Right
2
5.042
IDC
Negative
1
ER+/HER2- High Prolif
21
2
Died of Disease
-0.5178
0.6043
0.4194
-0.7561
0.5884
0.6975
0.6707
0.6519
-0.1646
-0.213
-0.1498
0.3857
-0.4907
-0.3831
-0.1906
0.2598
0.1199
3.0626
-0.3935
1.3785
0.4002
0.2151
0.5887
-0.1006
2.8144
1.2665
0.9501
0.5547
1.1049
-1.0458
0.3191
0.3976
0.84
-0.419
-1.177
-0.2239
0.5674
-0.218
2.0629
1.8127
0.1657
0.8229
-0.1091
0.213
0.2301
2.2511
0.4415
0.0687
0.1778
1.4333
0.5219
-0.6186
0.8844
-0.7817
-0.8684
-1.1115
0.1421
-0.0197
0.5585
-0.8047
-0.1022
0.5959
1.7642
-0.5378
0.9881
1.4124
-0.5605
-0.6249
-0.7826
1.584
-1.5509
-0.0828
-0.3046
0.6112
0.6768
0.8951
-0.8796
-0.4506
-2.422
-1.8101
-1.8559
-0.3802
-0.726
0.2059
-0.0579
-1.2884
-1.8471
-1.5812
-0.7476
0.4097
-1.0716
-1.273
0.0951
1.0377
-0.3807
0.3102
-0.8837
0.5199
1.4116
-0.3772
0.1705
0.3804
-0.0115
0.9708
-0.04
1.7636
-1.9878
-0.0212
-1.1437
-0.0889
0.2271
-0.2448
-0.8431
0.1119
0.8711
1.1371
-1.2012
0.2939
-1.103
0.2285
1.5312
-0.3664
-0.3921
-0.8607
-0.5052
2.0272
-0.5233
-0.55
-0.7506
0.4208
-0.39
-0.3394
-0.9807
-0.9724
-1.3141
0.0569
0.5492
0.778
0.7946
1.1274
0.2801
-0.0755
1.5475
-0.0322
1.169
-0.435
-2.164
0.1222
0.0726
-0.3318
-0.7478
0.4713
-0.7452
1.8234
-0.8969
-0.8946
2.2828
-0.2506
0.6968
0.9402
0.4451
-0.7923
-0.1682
1.7728
-0.6498
0.5482
-0.0437
-0.9844
0.4526
-0.1592
0.9903
1.477
0.1635
0.1351
-0.7208
-0.135
1.0312
0.3774
-1.0857
-1.0804
-0.0854
-0.5577
0.052
-0.3706
0.1752
0.63
-0.1046
-0.4333
-1.1139
-0.2382
0.5309
-0.0338
0.2777
1.1335
-0.0125
1.0626
0.189
0.1884
0.0718
-1.1287
0.3286
0.047
-0.5203
0.4064
1.4306
0.1797
0.044
3.0415
-0.9095
1.0493
-0.6069
-0.8138
1.6275
2.0783
-0.3906
-0.418
0.5044
-0.3926
1.4722
-0.2587
-1.0703
-0.7021
0.4457
1.0983
1.4849
0.4586
0.5111
0.3013
-1.6835
-0.3128
-0.212
0.5098
-1.8196
-0.6499
-1.1771
0.0547
-0.1976
0.6025
-0.5981
-2.4905
-0.1343
1.1428
-1.638
1.2164
0.6125
0.5834
-0.3255
0.696
-0.6239
2.4969
0.8079
-1.6682
2.0695
0.2789
-0.563
-0.6434
-0.213
0.0851
0.1658
-0.8829
-0.806
-0.636
-0.8224
0.9985
0.4971
-0.9275
0.0144
1.031
0.2429
-1.1768
0.9815
0.235
0.0622
0.0884
-1.1607
-0.6964
-1.0793
0.0559
-0.846
0.7435
-0.3273
-0.1028
0.7469
-0.4595
-0.1523
1.2598
-0.9315
-1.0249
-0.3619
-0.734
0.1521
0.4847
0.471
0.1481
-1.0906
0.2658
-0.7097
-0.4136
-0.7078
-0.0872
-1.1014
-0.2511
0.1396
-0.9802
-0.1363
-0.0378
-0.1457
1.7124
0.0717
-1.8307
0.0346
0.2524
0.9179
-1.7478
-0.8709
-1.0578
0.0297
-0.0487
-0.0215
-0.3497
-0.0481
-1.0208
-0.8987
-0.6185
-0.5564
-0.4979
-0.6391
0.9193
-0.1799
-0.5745
0.6716
-0.4791
-0.1639
-0.5751
1.0424
-0.1089
-2.2478
-0.2868
-0.5831
-0.7678
-1.2331
0.2188
-0.7671
0.3833
-0.1061
-0.5968
-0.4461
0.4876
-0.0416
-0.1981
-0.1097
-0.1483
-1.2462
-0.1241
-0.4384
-0.0794
1.647
1.2021
-0.589
-0.923
0.1276
0.7107
-0.5274
-0.0783
0.2084
-0.2768
-0.8894
0.588
-0.6766
-0.3996
1.6029
-0.2498
-0.3086
-0.0178
-0.3081
-0.7426
-1.2558
0.3017
1.2366
-0.0906
0.5331
1.2767
-1.0892
-1.3616
-0.2086
-1.6258
-0.4907
-1.0055
1.1884
0.1766
-0.2562
0.7863
-0.5419
0.1249
-1.7871
-0.3768
-0.6787
-0.4012
1.4672
-0.8232
-1.2322
-0.8112
-0.8648
-1.2928
-0.9054
0.3806
-0.751
-0.8895
0.8192
0.2064
-0.4567
0.4319
0.8748
-0.532
-0.869
0.9126
-1.3636
-0.7313
-0.384
1.0148
0.1916
-0.2745
0.2448
0.2776
-0.7481
-0.3654
2.4349
0.6177
-0.8587
-2.1964
-0.5827
-1.2482
-0.7939
0.2192
-0.8263
-0.4186
1.2756
0.2157
0.8919
0.3793
0.8226
1.5883
-0.2876
-0.4039
0.0012
-1.6844
0.2811
0.1707
1.3817
1.0425
1.8072
0.4612
-1.3701
-0.0261
-0.8619
0.2884
0.8695
0.1959
-0.7032
-0.9943
0.653
1.9417
1.5668
0.4921
-1.8024
-0.431
1.758
-1.2391
0.3636
-0.628
-1.3357
0.0662
-0.3476
-1.6477
-0.8458
-0.1961
-0.6793
-1.6232
-0.6688
0.1257
0.2424
1.6578
0.3446
1.0947
0.368
0.0014
-0.0121
0.0107
-0.2573
35.633333
1
3,032
50.01
BREAST CONSERVING
Breast Cancer
Breast Invasive Ductal Carcinoma
High
0
LumA
2
Positve
Positive
1
NEUTRAL
Negative
Ductal/NST
0
Post
3
Right
0
2.03
IDC
Positive
1
ER+/HER2- Low Prolif
15
1
Living
-0.0891
1.8595
0.7312
0.6869
-1.0969
-0.5084
-1.9546
-0.4365
0.1003
-0.0288
-0.9104
0.4107
-0.0922
-0.1563
-0.5509
-0.3318
-0.3233
-0.2486
0.5129
-0.1424
0.3883
-0.555
0.2789
-0.0331
0.3967
-0.0849
-0.3734
0.1743
-0.9856
-0.64
0.7708
0.4653
0.698
-0.0827
0.7
0.1504
0.3033
0.341
1.3324
-0.8003
-0.6742
-0.9956
-0.3157
-0.178
-0.584
-1.3405
-0.9382
1.0117
-0.245
-0.9832
-1.1069
0.0844
-0.0614
0.6991
-0.5458
0.8562
0.6036
-1.281
0.3027
0.5896
0.1066
1.5031
-0.029
0.1811
1.4517
0.7626
0.0431
0.9369
0.3915
-1.235
0.3276
0.2035
-1.4612
-0.4869
-0.3237
0.4335
-0.3561
0.1601
0.2432
-0.4968
2.0382
-1.4211
-0.9103
-0.2047
-0.8927
-0.2176
-0.7144
-0.21
-0.5714
-0.955
-0.5897
-0.468
1.1447
0.0908
-0.1218
-0.2705
-0.0529
0.6726
-0.432
0.0044
-1.4332
1.1207
-0.6771
-0.0826
0.0919
-0.2727
0.2595
0.8524
1.0698
-1.5579
1.3429
0.8742
-0.0924
0.8064
-0.9181
-0.4992
0.3212
-0.3287
-0.9364
-0.8856
-0.6036
0.7245
-0.2117
-0.1489
-0.0497
1.6481
-0.144
0.1052
-0.3458
0.3188
-0.3972
0.5627
0.6472
-0.7422
1.0156
-0.2133
-2.1568
1.7164
-0.0169
1.635
-0.321
-0.544
0.0993
0.1296
0.506
0.029
0.1293
1.1034
-0.6072
0.6282
-0.2472
0.288
-0.0323
-0.4196
-0.9308
0.4654
-0.6992
-0.4603
-1.1033
0.4265
2.5022
0.0937
0.3724
0.2954
0.2132
1.6358
0.2571
-0.1549
-1.5193
-0.8878
0.8979
-0.9402
-1.0493
0.5288
0.4429
0.3696
-1.136
0.0708
1.0128
-0.4273
0.7835
0.0262
1.2871
0.462
-0.664
-1.3453
-1.4892
0.4874
0.7333
0.3153
1.0138
1.6773
-1.5486
-0.8271
-0.2219
-0.8359
0.2853
-0.1012
0.0776
0.4464
0.4333
0.8583
-1.2841
-0.8845
0.3466
3.8547
0.9673
-0.651
1.7455
1.1423
-1.1906
0.3361
-1.5356
0.8094
1.9639
1.001
-1.0584
-0.5796
0.3745
-1.131
0.7921
1.8804
1.1964
0.8862
-0.1848
-0.1381
0.1332
-0.2824
-0.355
-0.196
-0.2227
1.4496
1.1794
-1.8452
0.0444
-0.0207
0.0484
-0.573
-0.1474
-0.1772
0.9626
-0.0949
0.2841
0.34
0.288
1.1955
1.4317
0.0605
0.8178
-0.477
-0.8257
-0.5061
-1.4945
1.4206
0.0528
-1.1376
0.6696
0.4005
-0.3303
0.4686
-1.6813
-0.8922
-1.1218
-0.2517
-1.9145
2.0445
1.4288
0.6669
1.0763
-0.1651
1.3898
-1.1698
-0.8578
-0.5792
0.2254
-0.2432
-1.2302
-0.2415
-1.4349
-0.5972
0.2876
-0.4818
0.5154
-0.0361
0.5035
0.2059
1.4598
0.7544
2.2401
0.8965
1.3976
-0.4508
-0.5551
-0.7324
0.7792
-0.1093
0.3254
-0.6457
-0.3497
0.4001
-0.2042
-1.0656
0.9058
1.5348
0.0253
-1.6132
-0.0348
-0.2379
0.298
1.0312
-1.0785
1.4788
0.703
0.2634
0.7093
1.2331
2.3072
-1.1384
-0.3804
0.0684
0.6721
0.7201
-0.885
0.0053
-0.7092
-0.6752
1.5075
-0.9527
-0.2747
-1.1064
-1.1217
1.8024
0.3335
1.295
-0.4992
0.2134
0.287
-0.0612
0.5452
-0.6251
0.0786
0.9604
0.6375
-0.9727
0.8671
0.9275
-0.5934
-0.5986
-0.4914
-1.7142
-0.8232
0.6637
0.4528
-0.8704
0.4674
0.0297
-1.3342
0.5742
2.0102
0.9839
-0.4595
-0.6495
0.6632
-0.3085
-0.7613
0.08
-0.7445
-1.367
-0.0885
-0.4346
-0.0886
0.0323
-1.3274
0.8338
-0.6557
0.5873
-0.1418
0.1064
-0.0594
-0.2672
0.6023
0.3423
1.9449
-0.7518
1.1078
1.0512
-0.6537
-0.3206
0.8256
-0.7898
0.6816
-0.0244
0.202
-0.3356
0.4852
-0.6745
0.1223
0.7821
1.3233
-0.4876
1.0233
0.4618
-0.6198
2.1349
0.3112
0.3982
-0.3884
0.1821
-0.4483
-0.6051
-1.4137
-1.1126
-0.3829
0.1596
1.6445
2.6319
-1.6599
-0.5591
0.2369
-1.6174
-0.0147
-0.2726
-0.0008
0.6802
-0.8762
-0.0926
1.5885
0.4203
0.8468
0.737
0.403
0.966
0.6358
-0.5991
-0.5932
0.073
0.8436
0.0541
0.2776
0.7327
0.7805
1.0509
0.7501
0.5541
-0.1885
-0.0135
-0.045
-0.5095
-0.8701
0.0365
-0.4659
0.813
0.0963
0.462
-0.6078
-0.2276
-1.0131
1.3047
1.1942
-0.3585
0.6469
0.9611
0.4299
-0.0555
1.3321
-0.1048
0.6938
0.4723
-0.0304
-0.5928
1.5001
1.025
0.4222
-0.2138
-0.4703
0.5215
0.1518
0.4329
0.99
-0.2452
0.0417
-0.3418
0.0416
-0.1798
-1.1045
0.6039
-0.0516
-0.7606
-0.8168
250.133333
0
3,033
69.07
MASTECTOMY
Breast Cancer
Breast Invasive Ductal Carcinoma
High
0
LumA
2
Positve
Positive
2
NEUTRAL
Negative
Ductal/NST
1
Post
3
Right
0
3.038
IDC
Positive
0
ER+/HER2- Low Prolif
19
1
Died of Disease
-0.7934
-0.1715
0.0343
0.4494
-0.2043
0.4797
-0.0695
-1.3679
-1.8545
-0.1999
-0.7955
0.8537
0.1001
0.0427
-0.2148
0.8924
-0.0451
-0.1996
-0.3999
-0.7616
1.4285
-1.1804
0.0601
-0.1804
-0.5834
-0.6134
-0.4419
-0.3068
-0.6385
-0.0568
-0.8236
0.3996
0.2558
-0.2647
0.1149
-0.7152
0.5187
1.1985
1.773
-1.1769
-0.8621
-0.9099
1.6396
-1.1648
-1.0233
0.0584
-1.2615
1.5584
2.478
-0.3259
-0.4707
0.1795
0.1222
-0.2619
-0.0527
1.2401
0.8628
-0.1669
0.2893
0.6859
-0.7988
0.5229
0.2635
1.1852
-0.5261
0.2768
-0.5212
-0.155
0.6445
-0.6896
-0.0658
-0.9537
-1.1953
-0.7228
0.3984
0.4812
0.0051
-0.3534
0.2976
-0.1427
-0.2436
-0.0654
-1.0302
0.8737
-0.3461
0.3976
-0.9987
-0.1805
0.7093
-0.8558
-0.7982
-0.8827
-0.7852
0.8708
-0.3195
1.0594
0.4055
-0.2362
-0.5951
-0.1192
0.2682
1.3224
-0.4505
-0.5962
0.1031
-1.35
-0.3562
-0.4132
0.8354
-0.5851
0.1386
-0.7276
-0.6387
-0.3264
-0.2912
0.0136
-0.0596
0.0696
0.6691
-0.356
-1.325
0.6533
0.1165
-0.1102
1.0055
-0.4856
-0.5608
-0.1943
1.0495
0.1244
0.4446
-0.4536
0.5213
1.4081
1.4909
-0.6806
0.4886
0.5006
0.6299
2.7968
0.5021
0.3075
-0.5032
1.6489
0.97
-0.4451
0.1021
0.4101
0.027
0.1065
0.2546
0.4739
-0.0946
0.4462
-0.5154
-0.0379
-0.4911
-0.5558
-1.4892
-0.0288
-0.2298
-0.1831
0.1101
0.1432
-0.1418
0.0988
0.2073
-0.9696
0.4133
-1.2348
-0.0309
-0.5008
-0.663
1.1462
0.3381
-0.7177
0.2189
0.64
1.0937
-0.2061
-0.3892
0.262
0.7221
0.4886
-0.3076
-0.614
-0.7389
1.7645
-0.9471
0.7147
0.3929
-0.5737
-0.5426
-0.5815
0.135
0.0731
0.0659
-0.3146
0.9041
-0.1169
0.4982
1.3561
-0.3872
0.1147
-0.4953
-0.3846
-0.132
-0.4988
-0.3621
-0.1086
-0.849
0.4884
-1.1666
1.022
0.5729
-1.4287
-0.1592
-0.2402
-0.7108
-0.8904
0.8174
0.0485
0.5358
0.1459
-1.4231
-1.0912
-0.301
-0.6535
0.6598
0.534
-0.3281
0.6931
0.7705
-1.1131
-0.8951
-0.0293
1.04
-0.3898
0.1345
-0.7432
0.6433
-0.0982
-1.0176
1.1098
0.2273
0.296
0.0938
-0.3922
0.1029
-0.1564
-1.0259
-1.5257
-1.1251
-0.1202
-2.2936
-1.2173
1.7918
-0.3861
-0.2866
0.2615
-0.2892
0.5118
-0.5182
0.7456
0.7388
1.1439
0.9135
-0.0766
0.8266
1.4535
0.1195
0.2197
-1.196
0.3298
0.3852
-0.8858
-1.3279
0.8569
-0.3345
0.0515
0.6604
-1.0175
0.8411
-0.7813
0.5629
-0.1583
0.7462
0.4699
0.3759
0.4256
0.0578
1.0398
-0.1371
-0.6086
0.4228
-0.371
0.219
0.6307
2.5379
-0.7667
-0.2785
-0.8805
0.2165
0.3735
-0.4294
0.6141
-0.1791
-0.32
-0.1285
1.1516
-1.0414
1.032
0.0739
-0.2488
0.3055
0.5064
0.6042
-1.1358
-1.4536
0.0714
-0.2484
-0.5536
-1.1105
-0.8251
-0.7903
-0.2472
1.2024
-0.7461
0.7281
-0.3125
0.186
0.0151
3.8092
0.7937
-0.1628
0.0865
-0.7165
-1.0679
0.1691
-0.1712
0.1905
-0.2328
1.2025
-0.9667
0.3667
0.0199
-0.4179
0.3943
-0.3251
-1.453
0.2984
-0.2674
-0.5652
0.0875
0.6321
0.7492
-0.3471
0.9506
1.5296
-0.2382
-0.6666
0.132
0.6401
-0.5303
-0.0041
-0.042
-0.848
-0.7362
-0.9503
-0.4345
0.4956
0.859
-0.3557
0.9789
-1.2333
-0.0645
-0.0423
-0.0007
0.2173
-0.0563
-0.0329
-0.8756
0.8787
0.4464
0.9144
0.2215
-0.8168
1.6257
-0.5388
0.3012
-1.1527
-0.4171
0.2707
-0.0511
0.444
0.8786
0.9024
-0.7026
1.3451
-0.9193
-0.3796
0.0063
-0.1614
1.002
-0.0389
-0.6905
-0.8512
0.5887
-0.7106
0.0821
-1.4443
-0.2921
-0.5863
0.7603
0.2354
0.0105
-0.4886
-0.5077
0.1731
-1.4265
-0.6511
0.0836
-0.3623
0.2005
0.1109
-0.6186
2.5328
0.6119
-0.8318
-0.6899
0.144
0.4983
0.5006
0.8119
-0.4159
0.722
1.5872
0.7142
0.3573
0.171
-0.2187
-0.2754
0.3605
0.2559
1.1906
0.154
-0.3444
-0.4649
-0.3188
-0.8437
-1.2464
0.9153
0.3232
0.0579
1.1407
-0.7796
-0.5129
0.4187
0.4668
-0.2215
-0.0638
0.2206
-0.1032
0.3368
-0.347
-0.2762
0.6037
0.5559
0.205
-0.2027
-0.1
-0.1492
0.0788
-0.1164
-0.448
0.5688
0.4826
0.8999
0.5697
-0.6075
-0.3875
-0.1791
0.6484
0.3394
-1.4257
-0.2049
-0.1476
-0.4381
1.4525
70.4
1
3,035
54.64
BREAST CONSERVING
Breast Cancer
Breast Invasive Ductal Carcinoma
High
0
LumA
2
Positve
Positive
2
LOSS
Negative
Ductal/NST
1
Post
7
Right
0
3.044
IDC
Negative
1
ER+/HER2- Low Prolif
22
1
Living
-1.3056
-0.8049
0.1575
0.5383
-0.8841
0.5501
-0.4256
-0.889
-1.689
-0.8701
0.4849
0.335
-0.3978
0.0017
-1.2467
-0.9277
0.3874
-0.8972
-1.1383
0.8076
-0.5525
0.0513
-0.5346
-0.6072
-0.5678
-1.4107
-1.0127
-0.8264
-0.8259
1.6158
0.087
-0.3795
-0.3354
-0.0347
0.6544
-0.7417
-0.2257
1.1253
0.7286
-1.4666
-1.3166
-1.2739
-0.0073
-0.7792
-1.1299
-0.196
0.1359
-0.1621
-0.9734
0.8961
-0.1499
-1.1918
0.2092
-0.2934
-0.2121
0.4987
0.1956
-0.7847
0.4907
1.9266
-0.1616
1.4109
1.0748
0.9993
-0.5499
-0.0659
-0.2475
-1.671
-0.0075
-1.5841
0.9394
-0.4006
0.472
0.736
1.2477
-0.3707
-0.1344
-0.2907
-0.1875
-0.5164
0.2718
-0.3944
-0.5223
1.153
1.2622
0.6553
0.6345
0.3102
-0.6298
-0.7899
-0.8242
-1.4021
0.2453
0.1041
-0.1234
1.2209
-0.7108
-0.0424
-0.1607
-0.5369
0.2522
0.3268
1.9962
-0.2523
0.5955
-0.8791
3.2266
-0.4992
0.3485
0.6489
-0.2369
0.3566
0.3694
0.3791
-0.1831
-0.3462
1.2737
0.5812
1.3495
-0.5371
-1.1249
0.073
0.6374
0.026
1.0461
-0.4752
-0.6471
0.1777
-0.3974
0.8485
0.2249
-0.8097
-0.723
-0.7595
1.4804
0.109
-0.4727
0.2541
-0.5134
0.9002
0.4175
0.8842
-1.2353
-0.2771
-0.0843
-0.7775
0.5995
-0.2612
0.0049
-0.2135
-0.2687
0.4774
-0.2313
-0.735
0.4589
-0.7028
-0.618
0.3488
-0.214
-0.1114
0.3489
0.6644
0.3566
-0.28
0.2981
1.1027
-0.8332
-0.7015
0.3286
-1.2679
-1.063
0.6968
-0.9975
0.1962
0.8205
0.4313
0.9887
-0.6819
0.1843
-0.9953
-0.2776
-0.0418
0.7827
-0.1225
-0.198
-0.6531
-1.4698
-0.021
2.0958
0.315
-0.0188
-0.1687
-0.5967
-1.2982
-0.3546
0.6218
1.4125
-0.2855
-0.3678
-0.422
0.9164
-0.2049
-0.8445
1.079
-0.2951
0.368
0.3132
-0.6345
-0.6612
0.5714
-0.6173
0.3967
0.293
0.7176
-0.7125
-1.5782
-0.6123
-0.5024
0.2408
-0.5585
-1.2704
-0.2683
0.258
0.6521
0.1136
0.3176
0.6779
-0.579
-0.5173
-0.2948
-0.353
0.5434
0.4054
0.5277
-0.1368
0.4192
0.8886
-0.1468
-0.0231
-0.2633
-0.0914
0.1948
1.9156
-0.0483
-0.0162
-0.098
1.2403
0.4228
-0.1285
-0.6018
-1.711
0.3606
-1.0462
0.8347
0.5168
0.8727
0.84
0.0126
1.4874
1.2851
-0.1785
-0.4604
0.2889
1.4389
-0.8411
-0.2537
0.8462
1.0158
0.2764
0.774
1.4041
1.5772
-0.5751
-0.892
0.3961
-0.2738
0.3807
0.4363
0.8413
-0.7032
1.1806
-0.0346
0.137
-0.3048
0.5861
0.1538
-0.3793
0.7925
0.2545
1.9248
0.8789
0.1152
-0.3833
-0.8101
0.7549
2.12
-0.5983
1.3278
-1.0564
-0.4666
-0.0209
-0.7526
-0.2537
-0.4733
-1.6205
-1.2714
-0.6795
-0.7186
-0.4742
0.6304
-1.6647
-0.5216
-0.1209
-0.0817
1.1001
0.2568
0.9264
-0.5629
0.8449
1.1127
1.0878
0.4574
0.8251
0.1005
0.1269
0.6757
1.323
0.8175
2.0745
-0.1088
-0.4511
0.2079
-0.3236
0.2526
0.3888
-0.092
0.503
-0.5713
1.3263
0.7318
-0.0007
0.5512
-0.0021
-0.8965
-0.3036
0.5396
-0.4577
-0.2815
-0.5994
0.3955
-0.8604
0.497
0.5801
2.1611
0.3206
-0.3595
-0.0558
-0.2498
0.8244
0.532
-0.315
0.828
0.7406
0.2845
-0.7169
0.934
-0.4939
-1.1686
-0.5207
-0.4295
-0.4896
-0.2923
0.3762
0.2314
1.1852
0.3232
0.923
-0.4753
-1.9207
-0.3798
-0.3106
0.1138
0.6428
0.9576
0.3446
0.098
-0.4542
0.5563
-0.896
0.7282
-0.1984
-0.927
-0.8821
-0.3038
0.0345
0.7638
0.758
-0.8222
0.054
0.5803
0.9485
-0.3875
0.192
-0.1346
0.2352
0.4992
-0.0869
0.7143
-0.6861
-1.6348
0.6263
0.565
-0.97
0.2439
1.1757
-0.5418
1.5176
0.1471
-0.0575
0.0468
0.4463
0.191
-0.3341
1.9324
-0.1701
-0.0732
-0.488
-0.0132
1.0761
-0.0887
-0.1842
-0.0523
-0.1985
1.438
-0.0969
-0.5486
-0.4787
1.113
0.6863
-0.0179
0.5142
0.8896
-1.4336
0.7025
-1.119
-0.6072
0.7753
-0.6108
-1.0604
-0.2053
-1.0468
-0.0736
-0.8314
-0.3437
0.4872
-0.3238
-0.2653
1.3571
0.2091
-1.4353
0.5216
-1.2204
-0.2803
0.3857
0.4146
-0.1901
0.4184
0.2653
-0.0084
-0.3579
0.4066
-0.3028
-0.4889
1.1357
-0.5042
0.1669
-0.5418
0.1268
0.2592
0.1704
-0.2457
-1.4274
-0.6988
0.1876
0.322
0.359
0.631
-0.8587
-0.4663
260.733333
0
3,037
53.19
BREAST CONSERVING
Breast Cancer
Breast Mixed Ductal and Lobular Carcinoma
High
0
LumA
2
Positve
Positive
2
NEUTRAL
Negative
Mixed
0
Post
3
Left
0
3.026
MDLC
Positive
1
ER+/HER2- Low Prolif
13
1
Living
-0.604
-0.3435
0.2663
1.0261
0.9567
-1.0857
0.6228
-1.2587
-1.2329
0.1513
0.1777
-0.3613
0.8291
-0.0132
-0.1415
0.0949
-0.2053
-0.5182
-0.8809
0.1938
0.8365
-1.3164
-0.0819
-0.653
-0.203
-0.4028
-0.9967
-0.4126
-0.8555
0.0818
-1.1431
-0.037
0.0544
-0.8004
-0.1997
-0.4428
0.4601
0.1339
-1.1537
-1.2586
-0.9119
-1.8056
-0.2524
-1.0124
-0.3709
1.1939
-0.4138
1.7785
0.9738
-1.3958
-0.7516
1.0251
0.7007
0.1326
-0.5798
0.868
0.7574
-0.5472
0.5221
0.0623
0.4349
0.8066
0.4144
2.1013
-0.6309
1.4649
-0.3635
0.1864
1.1079
-0.547
-0.3672
1.347
1.2322
-0.286
-0.4523
0.6536
0.6835
0.7466
-0.042
-0.9534
-0.1296
-0.7709
-1.4688
0.7285
0.1449
-0.316
0.3119
0.2433
0.3954
-1.0222
-0.303
-0.6344
-0.1763
0.8316
-1.3525
0.7568
0.2051
0.5085
0.2285
0.3511
-0.5385
0.5778
-0.842
1.0864
0.2203
-0.1782
-0.5471
-0.2581
0.3511
-0.8615
-0.1618
-0.4897
-0.5487
-0.4231
0.4679
0.3177
0.2608
-0.4612
-0.8666
0.6821
-1.0958
0.5242
0.1423
0.2491
-0.2049
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0.0835
0.4249
0.7986
0.2584
0.3034
-0.2103
-0.1273
0.9139
1.6095
-0.3109
-1.124
0.0804
1.5828
1.9893
0.4862
0.3179
-0.9552
0.4548
-0.3543
-0.5665
-0.6582
-0.76
0.0525
1.5947
0.1343
0.5698
0.0717
0.4577
-0.6421
-0.3926
-0.6613
-0.3567
-1.2137
0.8516
-0.0472
-0.3069
0.5594
0.3887
0.7885
-0.2785
-0.5353
-0.8777
-1.2529
-1.176
-0.4746
-0.2995
-0.9667
0.6674
1.1032
-0.6724
-0.0306
-0.1273
1.7526
0.254
-0.1282
0.0962
-0.1235
0.3945
-0.4325
-0.4492
-1.2916
0.6184
-0.3728
1.6734
0.2961
-0.2829
-0.4998
-0.9287
0.2452
0.5824
0.4459
-0.589
0.2608
0.2202
0.8454
1.0662
-0.7808
0.0042
-0.3898
0.3615
0.7462
-0.5587
0.0622
1.3306
0.3379
0.1225
0.0275
-0.0028
1.1294
-0.3273
1.109
0.1433
-1.1199
-1.1101
1.5679
0.543
-0.0156
0.2729
0.7452
0.1308
0.1778
-0.1738
-0.1806
-0.7229
0.3146
0.6186
0.534
0.0598
-0.5918
0.483
-0.1422
-0.6461
0.0606
-1.0038
0.1171
-0.186
-1.2894
2.0449
0.0616
1.003
0.3929
0.0496
0.3857
-0.7403
-1.2979
-0.0417
-0.7343
1.3469
0.2185
-0.9356
1.1288
-0.6985
-0.0345
1.3395
-0.5084
-0.2937
-0.4644
-0.0592
-0.238
3.4979
0.4073
-0.7971
0.3596
1.0016
1.4592
-0.7772
-1.257
-0.3554
-0.3238
-0.5379
-0.7768
0.1384
-2.1491
0.1649
0.0758
-0.2398
0.6217
-0.5956
1.1242
0.3913
-0.0043
-0.3145
0.9148
-0.4804
0.2774
-0.4844
-0.4929
-1.1529
-0.1284
-0.41
0.0277
0.6422
0.9046
-0.0615
-1.3465
-0.4289
0.989
0.9575
1.1678
-0.4383
-0.0167
0.4437
0.2693
0.2822
-0.2441
-1.0868
0.6603
-0.244
1.0497
0.626
0.2928
-0.4964
-0.0906
-0.0696
-0.254
-0.8582
-0.2135
-0.5777
-0.2489
-0.2018
-0.1216
-1.6827
0.1114
-0.2267
-1.6497
0.9127
-0.4947
1.3335
0.2171
0.1745
-2.3618
-0.0836
-0.7228
0.5297
0.2537
1.4092
0.2721
-1.0842
0.6416
0.3022
-0.4457
1.6102
-0.6895
-0.964
0.2354
-0.0153
-1.1029
0.0532
0.6127
0.7422
-0.2133
0.2486
1.4936
0.1374
-1.1966
0.2344
-0.0592
0.126
-0.2284
0.4035
-1.12
0.3676
-0.6063
1.7347
-0.6521
0.0358
-0.6349
0.3186
-0.5717
1.2251
0.3164
-0.7387
-0.4864
0.643
-0.1815
2.0816
0.6568
0.433
0.4117
0.0189
-0.5483
-0.0296
0.7272
-0.2685
-0.6993
-0.9217
-0.2869
-1.0816
1.1733
-0.7138
1.0939
1.404
1.6823
-0.1679
-0.4424
0.1753
0.1412
0.4169
-0.0986
-0.7005
-0.9832
0.9236
0.3077
0.9827
-0.0261
-0.8322
-0.0974
-0.4498
0.0289
0.4858
0.7168
-0.9832
1.603
-0.9371
-0.1873
-0.1974
-0.6161
-0.0594
0.4931
-0.4154
1.1015
0.8487
-0.5507
0.3248
0.4731
0.0676
0.4965
-0.2407
1.1669
-0.2046
0.7706
0.2766
0.7829
-1.0675
0.2142
0.3646
0.6178
1.5789
0.097
-0.2318
0.0799
-0.9762
-1.04
-0.6013
-1.4103
0.6651
0.6531
-0.5468
-0.2182
-0.8659
0.0592
1.3594
0.3872
-0.2651
0.1009
1.1351
0.0263
-0.2211
0.0331
0.882
0.3025
1.6796
-0.1534
-0.2433
0.0413
-0.4178
0.3249
-0.6453
0.3428
1.2161
0.306
0.3155
1.1385
-0.7172
0.8317
0.2077
0.4476
0.5413
-1.5733
0.0352
1.0007
-0.1277
2.2967
98.833333
0
3,046
67.2
MASTECTOMY
Breast Cancer
Breast Invasive Ductal Carcinoma
Moderate
0
Basal
2
Negative
Negative
3
NEUTRAL
Negative
Ductal/NST
1
Post
10
Left
0
4.07
IDC
Negative
0
ER-/HER2-
35
1
Died of Other Causes
-0.5364
0.1215
-0.2805
0.5951
-1.3057
-0.0966
-0.5609
0.8138
-1.3557
0.6367
-0.0365
-0.2238
-1.3865
-0.1104
0.7062
-1.4803
0.6365
-0.7987
-0.1892
0.5759
0.2433
-0.9705
-0.4827
-0.1305
-0.301
-0.3163
0.8107
1.246
0.2122
-1.3913
0.1709
1.7051
0.4586
-0.6589
0.2168
0.6026
0.379
-0.9664
1.1293
-0.6725
2.6042
-0.1853
0.859
-2.3236
-0.4485
-1.1819
1.1727
0.4643
-0.223
-0.3931
0.5365
-0.8402
2.7671
0.7445
-0.6862
-0.455
0.3105
-1.2758
0.2777
-1.2087
-0.3676
0.0397
-0.0993
-0.8338
0.2725
1.0565
-0.2778
-0.2245
0.0851
-0.0411
-1.1736
-1.1574
-0.7574
1.0417
-0.0768
1.451
-1.3121
-0.5965
0.4683
-1.075
1.3567
1.238
-0.9241
-1.3282
-1.6885
1.1603
-0.1671
-0.6972
-0.1308
1.1258
0.4327
0.9548
-0.2663
0.0002
0.3264
-0.9596
-0.7259
-0.7364
-0.3864
-0.5814
-1.0554
-0.6775
0.7127
-0.4529
-0.3884
1.6443
-0.3697
-0.3229
1.4522
-3.6767
-0.1214
1.0497
-0.1753
0.7778
-0.8072
0.6618
0.3277
-0.4073
0.3861
-0.8829
-0.3964
-2.5564
-1.2255
2.5832
-0.0946
0.3285
0.3768
0.4187
-0.4699
0.0668
0.1499
1.009
0.0717
-0.7826
2.0515
0.3777
-0.3528
-0.2167
-0.3062
0.0837
-0.5207
0.4135
0.1382
-0.4942
0.1965
-0.2851
0.1016
0.0748
0.8446
-0.7126
-0.3011
0.217
0.6624
-0.4697
-0.4287
2.3127
-0.4049
-0.9619
-0.5965
2.1401
0.6157
-0.5218
2.4729
-0.2023
-0.0471
1.4222
0.2481
-0.4729
-0.0831
1.0996
0.6399
-0.6974
-2.0688
0.1198
-0.5343
0.2413
-1.1015
0.7072
2.0687
-0.5594
0.9526
0.9374
0.8339
-0.2934
-0.3561
-0.4144
1.506
0.7071
-1.0831
-0.3572
0.8033
1.1076
0.0448
1.4471
0.4807
0.17
-2.0037
1.2809
0.228
0.6878
0.2315
-1.7478
1.7624
-1.5701
3.7869
1.1349
1.0639
0.854
2.4207
1.6148
0.7836
0.0979
0.5433
0.5255
0.9007
-0.2028
0.2933
-0.1641
-0.2627
0.1166
0.4402
-0.0664
2.0437
0.0051
1.1603
-0.3139
-0.1973
0.7469
-0.2552
-0.0959
2.2502
0.9903
1.0149
-0.9949
3.0939
1.4647
-0.6272
-0.774
2.9767
1.8789
-0.3802
0.2741
-0.0961
1.3936
0.5826
1.0897
0.6598
-1.3466
-0.079
0.7339
-0.455
-0.0971
0.4205
-0.9627
-0.4961
-0.5379
1.3957
-0.0007
-0.0053
-1.0537
-0.204
1.3142
-0.6063
-0.0129
-0.7517
1.282
-0.6595
0.7991
-0.1349
0.3657
1.7073
-0.2317
2.0335
-0.3056
-1.1075
-0.7159
-0.8828
-2.4946
-0.3031
0.6623
-1.1936
0.6982
0.6798
2.1807
0.6237
0.1344
0.7126
-1.4668
0.5234
-1.3199
0.1516
-1.248
-1.0036
3.414
0.0151
0.0835
0.2507
-0.0238
0.2105
0.3804
0.7502
0.4511
-1.1315
0.6331
2.3184
-0.5351
0.0422
-1.3926
-0.1228
1.7387
1.1324
0.3729
1.5208
1.1701
0.887
1.387
1.3875
0.9066
0.13
-0.8271
1.5261
5.1967
0.3323
-0.7812
-0.9305
1.568
-0.155
-0.8143
-0.1056
-0.0071
-2.261
0.8575
-0.2575
1.3881
-0.5819
-1.2039
-0.54
1.9533
-0.8468
-0.803
-1.8071
1.775
-0.187
-0.2673
-1.0331
-0.271
1.1045
0.0522
-0.3367
-1.8123
-0.5337
-0.6898
-1.0294
-0.1408
1.0821
-0.3025
-0.4035
0.6221
-0.1006
0.4664
-1.8045
-0.6419
1.0279
0.1033
0.1947
0.9941
-0.9492
-1.4255
1.474
0.1399
-0.0972
0.6079
1.3601
0.093
-0.0825
-0.7639
-0.1367
-0.1543
0.6524
-1.1391
1.627
-0.4717
1.047
0.414
-0.1446
-1.0085
-1.289
-0.9895
0.4832
0.4973
0.1271
0.8023
-0.8083
0.0299
0.3522
0.0532
-0.1588
4.1533
0.3511
-0.2737
-0.113
0.6122
-1.0354
0.5113
-1.0269
-0.1979
1.0612
1.2363
0.2328
-0.5858
-2.0471
-1.3732
0.9463
-1.046
0.6414
0.6458
-0.9632
1.3901
0.9617
-1.3062
0.6261
-0.0274
1.1779
1.4643
-0.8393
-0.7738
0.1801
0.1161
0.0462
-0.0256
-0.0444
-0.3197
-0.4787
0.8681
-1.2934
0.3562
0.6785
-0.3139
-0.6654
-0.7669
-0.4073
-0.5949
-0.5971
-0.9042
-0.5853
0.0098
0.4579
0.0426
-0.2708
3.5411
-3.0914
-0.1907
-1.8571
-0.6523
1.0027
1.5695
-0.1871
-1.2836
-0.4927
-0.7094
-0.937
-1.3431
-0.1129
-0.4998
0.7046
3.9212
0.0894
-0.4855
-0.4142
1.188
0.8483
-1.0435
0.2202
-0.7166
-0.5306
0.2317
1.3364
0.8292
0.5614
0.8409
0.2617
-0.1718
-2.0883
0.6721
-0.8106
0.4651
-0.3576
-0.357
0.0556
73.833333
1
3,049
57.17
BREAST CONSERVING
Breast Cancer
Breast Invasive Lobular Carcinoma
Moderate
0
LumA
2
Positve
Positive
2
NEUTRAL
Negative
Lobular
0
Post
7
Right
0
3.032
ILC
Positive
1
ER+/HER2- Low Prolif
16
1
Living
0.2057
-1.0768
0.0231
0.1554
-0.3606
1.1314
-0.5441
-0.3158
-0.0567
-0.8904
1.368
-0.6862
0.5054
-0.8861
-0.7571
1.1003
-1.049
0.2696
-1.1063
0.3812
-0.6639
-0.2601
-1.2612
0.1028
-0.3662
-1.0699
-0.4689
-0.8792
-0.87
-0.8192
-0.1889
-0.1756
-0.1065
-0.1766
0.9483
0.2839
-0.3739
-0.6374
-0.875
-0.8362
-1.459
0.0742
1.0079
-0.309
-1.5075
-1.4067
0.4075
0.1119
-1.7246
-0.7671
-1.1287
0.791
1.772
1.168
-1.0634
-1.1249
-1.2947
-0.0831
0.4578
-0.1905
-0.1298
0.9893
-0.3165
-0.7182
-0.2353
-0.5601
-0.7575
-0.4514
-0.493
-1.0365
-0.6148
0.0221
0.3448
0.6052
-0.6886
-0.0786
-0.6999
0.484
-1.0425
-1.2052
0.2123
-0.9508
-1.3356
-0.6428
-0.3423
0.0067
0.2448
-0.8994
-1.0084
-1.1777
-0.3369
-0.8524
-0.4002
-0.7034
0.7727
-0.0726
-0.21
0.1249
-0.5735
0.5675
1.3803
0.2156
-0.5841
-0.8038
-2.0652
0.4697
-1.7338
-0.807
-0.5682
0.1883
1.0423
0.1096
-0.1006
1.3025
-1.6347
-0.1529
0.3628
-1.3498
0.6939
0.1809
-0.9364
0.8854
0.0978
0.3885
-0.1771
1.7334
-0.1423
-0.8449
-0.0399
-0.0335
0.2218
-1.1281
0.4051
-0.9886
0.1625
-0.6162
-1.3884
-0.1936
0.3964
0.1959
-0.6683
-1.9381
-1.1544
0.5051
1.0289
-0.3289
-0.3414
0.64
0.4398
0.616
0.1739
-2.5
0.1415
-0.4959
-0.766
0.0927
-0.2035
-0.6852
-1.87
0.1356
-0.8214
-0.6806
-0.6411
1.5086
-0.6803
1.0724
0.3085
-1.7352
-1.8229
-0.3602
-0.8631
-0.1689
0.1524
1.6592
-0.5649
-0.656
1.2584
-0.0183
-0.9035
0.2751
0.7449
-1.3616
0.613
-0.2762
-0.6239
-0.1668
-1.0927
0.0613
1.122
1.4099
1.5346
-0.027
-0.1657
-0.7518
-0.7861
-0.5802
0.7738
0.1137
-1.1839
0.2051
-0.6736
-0.9378
-2.4702
0.5487
-0.6384
-0.4026
-0.7492
-0.6698
-0.3833
-0.8142
-1.1822
-1.568
-0.3153
0.3779
-0.0028
2.0169
1.3099
-0.2453
-0.8117
0.1664
0.6137
1.0879
1.4245
-0.8299
-0.9604
1.3531
-0.791
-0.4357
1.184
-0.1199
0.1078
0.7979
0.6346
-0.7997
1.531
-0.5338
1.1069
-1.3064
1.1719
-1.8107
-0.449
-0.6715
0.4666
0.5732
0.1012
-0.3598
2.2567
-1.378
0.2419
-0.7546
1.3242
1.3459
-0.3835
2.11
-1.3108
0.1684
-0.2892
0.0776
-0.2513
0.1644
0.334
0.7094
0.1165
-1.4955
-1.135
-0.718
1.7091
0.4364
1.5142
0.8377
0.2053
-0.0846
-0.8982
0.4915
0.2559
-0.0134
-1.3042
-2.0459
1.1374
-0.9541
0.3697
-0.6738
-0.2514
0.2218
0.3256
0.3037
-1.0934
-1.3657
0.5405
1.3245
1.1658
-0.6525
-0.6014
-1.9678
-0.5525
-0.3978
-0.256
1.3507
-0.1797
-1.3607
-0.4352
-1.6941
0.7498
-0.2419
-0.1354
-0.8806
-0.5423
0.0557
2.0598
1.5907
-0.7854
-0.4939
-0.1569
-2.7886
0.7091
0.7346
-0.5797
-0.6947
-0.6207
0.133
0.7326
0.3461
-1.5087
-0.4543
-0.2469
0.0037
-0.6183
-0.0201
-1.4254
1.4008
-3.0154
-0.2847
-1.0185
0.4184
-0.2086
-0.225
0.1644
-0.585
0.9142
-0.2571
0.1985
0.2993
0.2735
-0.7626
-0.1546
-0.9442
-0.4766
-0.4953
-0.5103
1.9619
1.1862
-1.7226
1.7778
-1.2336
-0.18
-2.0849
0.4799
-0.3726
2.3977
-0.3974
0.5797
0.4433
1.0032
-0.1942
0.0777
-1.1273
-1.5607
0.9356
-0.742
-0.5979
-1.2387
0.4816
-0.459
-0.5236
-0.8103
-1.0494
0.3213
-0.4564
-1.3949
0.884
1.3297
-0.2993
0.4392
-0.9252
-0.3544
-0.0827
-0.8446
-0.3639
1.0658
0.358
-1.0344
-0.855
1.8166
-0.1777
0.5307
-0.8543
-0.1584
1.2295
-0.37
-0.4306
-0.5502
-0.5339
-1.0961
-0.0414
-0.3208
-0.6556
-1.3901
1.4678
0.5114
-1.0996
0.2572
-0.5296
-1.0421
-1.0521
1.6192
0.3943
1.8055
0.2081
-0.7616
0.8116
1.1789
-0.0902
-0.5571
1.3251
-1.5265
-1.5281
0.3298
0.0137
-0.0405
0.5061
1.6818
0.8793
1.2948
-1.3338
-0.0917
0.1143
0.0117
2.4026
1.4578
1.5186
-1.1481
-1.6526
-0.9721
-0.5957
-0.1427
-0.4674
0.118
-0.0899
-0.7132
-0.0922
1.4109
1.0283
-0.2435
0.4808
-0.7707
1.386
0.1259
0.807
-0.6948
-1.2061
1.352
0.8612
-0.9196
-0.5169
1.1201
-0.7736
0.349
0.0047
-0.8213
-0.3835
0.3763
1.2191
4.1312
0.293
-0.52
-1.7382
1.2029
0.4974
0.8829
0.0468
-1.5235
-0.801
-0.4672
-0.5615
-0.4322
0.592
-0.6319
-0.3535
-0.2662
259.966667
0
3,050
59.53
MASTECTOMY
Breast Cancer
Breast Invasive Ductal Carcinoma
Moderate
0
LumB
2
Positve
Positive
3
NEUTRAL
Negative
Ductal/NST
1
Post
2
Right
0
4.06
IDC
Negative
0
ER+/HER2- High Prolif
30
1
Died of Other Causes
-0.5371
0.6233
-0.0243
-0.3135
-1.2457
-0.3893
0.4079
1.1693
0.1591
1.2794
-0.747
0.9236
-0.5481
0.5391
0.3965
0.0669
-0.1842
0.0004
1.8405
-1.4858
0.0325
-1.1645
1.3478
-0.6102
-0.7634
-0.0954
0.0493
0.5165
-0.1014
1.1026
-0.9544
-1.137
-0.7603
-0.2949
0.4501
0.2124
-0.4705
-0.6712
0.0417
-0.0654
-0.5991
0.3175
-0.0821
0.8048
0.457
0.1258
0.9194
-0.0873
-0.1732
-0.8241
-0.5112
-0.2998
-1.7042
-2.1944
-1.0115
-0.6819
-0.2232
-0.9883
-0.2844
0.7656
-0.2763
0.0104
-1.5435
0.3183
1.9704
4.0819
-0.5822
0.0544
1.5367
-0.0739
1.306
-0.9455
1.5236
-0.1705
0.1306
2.6857
3.1827
0.4548
-0.6049
0.8658
0.2904
-0.2957
2.2737
0.3265
0.0406
-1.0434
0.7185
-0.6016
-1.4717
-1.6887
0.3551
1.4982
0.9386
0.5677
-0.7707
-0.8518
-0.783
-1.8208
-1.2129
0.2531
2.2547
1.2401
-0.8621
-0.4878
-0.1733
-0.5764
1.1909
1.8958
0.4339
2.6482
0.6169
1.0309
-0.1091
-1.3164
0.5895
-0.4223
-0.8282
-0.6896
-0.283
0.2345
-0.4947
-1.2183
0.7158
0.2639
-1.2149
-1.1772
-0.404
1.2125
-0.8111
0.384
-0.1961
-0.3817
0.5875
-0.6649
1.4787
0.5106
0.8312
-0.5178
-0.6829
-0.4274
-1.3354
0.146
-0.4831
0.2693
-1.5257
0.1
-0.7656
0.4098
-0.6193
-0.2301
0.2564
-0.4174
-0.6756
-0.2923
1.6881
-0.3724
0.176
-0.3234
-0.9054
-1.1477
0.176
4.3968
-0.8439
-0.7892
-0.4199
-1.1175
0.6344
1.6174
-0.3819
-0.9912
-0.5942
-0.1967
0.7028
-0.7698
0.7418
-0.0089
-1.0367
0.0539
-0.4695
-1.1413
-0.7378
-0.0369
-1.0067
-0.6761
-0.6243
-1.4697
-1.2285
0.4155
0.4095
-1.3958
-0.2592
0.639
-1.1869
-1.7492
-0.4135
-0.1639
0.3911
-0.256
-0.0355
-0.0019
1.0204
-0.0971
1.6113
0.2191
-0.677
0.8036
-0.4008
-0.0566
-0.2968
-0.6512
-1.1668
-0.2224
0.4512
-0.1587
-0.6795
-0.8887
-1.4092
-0.459
2.0749
-0.4837
-0.8169
0.2665
0.0869
-0.7557
-0.7356
0.7224
-0.3001
-0.4112
0.3717
-0.8787
1.4045
-0.2518
-0.5828
-0.5195
-0.366
0.3023
-1.9714
-0.0861
-1.1852
0.4358
-1.3201
-0.1981
-1.8713
0.4002
1.0733
-0.9418
2.5902
-0.4055
2.1258
0.8097
-1.207
1.3803
0.1109
0.8903
-0.1601
2.2717
0.5759
0.5166
0.3132
-0.2697
0.2868
0.5407
0.4863
1.0352
-1.0291
-0.1881
0.4456
1.3233
0.1733
0.813
0.6604
0.3832
-0.0324
-4.3357
0.8564
0.2363
-1.702
-0.0923
0.5587
2.0797
-0.2498
2.3937
1.2822
2.409
0.6828
-0.7101
0.2884
-0.6523
-0.0606
2.1648
-0.5057
-0.4832
0.7883
0.1573
0.6955
0.3502
1.0329
-0.4796
0.4544
-0.5492
-0.0562
-0.281
0.7018
0.5507
0.2847
-0.1185
0.3888
1.3109
3.0762
-0.5587
0.805
-0.4745
-1.2483
-0.7723
-0.858
-0.8347
0.4251
-0.9635
0.1295
-0.3428
-0.0025
-0.0576
-0.1074
-0.9262
1.9423
1.1618
-0.5
-0.164
-1.076
1.5067
-1.1379
0.4541
-0.2184
-0.3179
1.3573
0.9873
-0.3392
-0.0301
-0.269
0.2883
-0.9095
-1.3006
-0.2859
-1.1532
0.4827
-0.8678
-1.0461
-2.4523
3.1317
-1.8243
0.1418
0.293
1.1934
-1.0569
0.9637
1.7392
-0.2747
-0.1108
-0.2706
-1.0862
-1.3052
-0.7452
0.4022
-1.1222
-0.3156
0.2706
0.2698
-0.1296
0.346
-0.4534
0.2252
-0.5137
0.3069
1.6921
-0.485
-0.1839
-0.555
-2.2478
0.4113
1.6599
0.8653
0.808
0.3679
-0.009
0.1419
-0.2119
-1.2471
-0.3871
-0.3967
0.0274
0.1483
1.9852
-0.5939
-0.1954
-0.8479
-0.2387
2.2327
-0.1924
-0.5008
-0.0794
-1.32
-0.3192
-0.3584
-0.3366
1.0367
0.4809
-0.1573
-0.4456
-0.6473
2.0326
1.4908
0.6239
-1.4277
0.0139
0.4663
-1.0833
-0.8531
-0.9314
1.0957
-1.1153
-0.7834
0.4475
-0.0622
0.8639
-1.8052
0.8666
0.9711
0.1153
-0.6224
-0.1782
-1.0262
-1.235
-1.043
1.0634
0.8521
-0.2299
-0.502
-0.8964
-1.1914
-0.9312
-0.316
-0.7696
0.2061
-0.7231
-0.3442
-0.1287
1.6657
1.678
-0.865
-0.191
0.7988
-0.5852
-0.2515
-0.3253
-1.4605
-0.4319
2.9098
2.1535
0.1706
-0.8496
-2.8338
0.1717
-0.345
0.5368
-0.7041
-0.6023
0.6548
2.4783
0.013
0.619
2.1587
-0.3974
-0.0085
0.8566
-0.6493
0.0719
0.7192
-0.9696
-0.3289
0.9992
-0.4986
0.1368
0.4242
-0.8394
-0.6089
0.9547
-0.6876
-1.3982
-0.2883
255.1
1
3,057
55.3
MASTECTOMY
Breast Cancer
Breast Invasive Ductal Carcinoma
High
1
Basal
2
Negative
Negative
3
NEUTRAL
Negative
Ductal/NST
0
Post
10
Right
1
5.086
IDC
Negative
1
ER-/HER2-
43
2
Died of Disease
-0.8418
0.1671
0.7672
-2.0909
-1.2799
1.4267
-0.0792
0.5083
-0.2202
0.1365
0.0781
-0.5355
-2.5779
1.9553
3.367
-0.4893
2.4793
-0.8862
-0.0428
0.399
-1.5104
0.9965
-1.517
1.3145
1.2768
1.1962
1.8389
-0.4938
0.2432
-1.0217
0.2504
1.849
0.5583
2.7159
0.6276
1.7132
1.3791
-0.8187
3.1806
0.7405
1.1556
0.7483
2.1207
-1.5361
0.7148
1.341
1.3977
0.2975
-0.0604
1.1684
0.0571
-0.3804
-0.6928
-1.5396
-0.2657
-0.089
1.7285
2.7875
0.9913
-0.8487
0.0011
1.0632
0.3815
0.0008
0.0855
0.4905
4.1444
0.4109
-0.1902
0.7793
-1.7481
-0.3295
-0.6685
0.2733
0.8409
1.3672
0.862
0.0234
-0.8562
-1.1596
1.1695
0.7248
-0.011
-2.0265
2.1779
0.7597
-0.0217
-0.0686
1.2374
-0.186
-1.8571
0.4235
0.0746
-1.7526
0.595
-0.272
0.6287
-0.1
-0.5252
0.4102
2.6776
-0.3176
1.847
0.0342
0.9399
-1.1451
-1.0197
-0.981
0.3457
-2.3629
1.2312
-1.5015
-0.1079
-1.1212
0.0628
0.0304
1.2503
0.9931
-0.161
0.7064
1.4304
0.7931
-2.1326
0.455
-0.3307
-0.0516
3.7822
2.0316
-1.3538
0.1851
2.2889
-0.5295
1.0867
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4.8746
0.797
1.0588
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0.8205
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0.5116
0.2328
-0.3053
2.8236
-0.66
-0.1541
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1.1993
1.9238
0.2516
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0.8936
-0.271
-0.2933
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-1.4192
-0.3007
0.1925
1.1047
1.7976
-0.8936
-0.5751
-0.335
-0.2234
0.4555
1.0462
-0.783
-0.2499
1.0812
-0.9121
0.8914
1.2563
0.1127
0.9485
-0.9605
-0.5463
-1.4022
0.3881
-1.5731
-1.0478
0.7162
0.6266
-0.9245
-0.2197
0.0235
-0.4836
0.5054
-0.6582
1.1466
-0.132
-1.2363
2.8206
-0.1845
-0.8683
4.2175
-0.5293
1.0672
0.747
0.7742
0.7324
1.3808
-0.5057
0.071
1.2665
0.2177
-0.0909
-0.0401
-0.0384
-0.2348
1.1616
2.5056
1.4904
1.8691
0.7128
1.929
-0.8805
0.1241
0.0105
-1.1133
-1.1057
-1.419
2.6522
0.9921
-2.1476
-0.4958
1.6782
-2.3529
1.608
0.3796
1.3651
-0.2522
0.0898
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0.5509
-0.1843
-1.1076
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0.9434
0.3061
1.082
0.246
-0.0583
-0.9953
1.4813
-0.6846
3.5157
0.8478
-1.1117
1.675
-0.3576
1.2244
0.5883
-0.4209
-2.8506
-0.2398
-0.4256
-1.7595
-1.407
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2.0865
-0.3019
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0.4709
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0.3109
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1.5853
-0.9447
-0.8117
0.923
-1.0093
1.9978
-1.4994
-1.3214
-0.3054
-0.8043
-0.4035
2.9318
-1.601
-1.1204
-0.2438
-0.3213
1.1865
-0.4979
2.3777
-1.2289
-1.7774
1.1209
-0.3653
-1.0503
0.7648
0.3218
0.6881
-1.5856
-0.3174
1.1371
0.3007
-0.4867
-1.3188
2.1318
0.3571
0.1629
0.2213
-2.0781
-0.4561
2.5221
0.245
-0.8954
-1.0107
1.0409
-0.5891
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-0.7043
-1.1764
0.6611
-0.3645
2.1839
-0.8748
-0.9568
-2.9028
-0.5476
0.0743
0.6272
-0.0639
-0.681
3.6178
0.2333
1.4002
-0.6345
-2.2905
1.8937
1.1325
1.0549
-1.6178
0.0877
0.6641
-0.2535
1.0021
2.1325
1.0955
-0.4851
1.9392
-1.5465
2.2592
-3.0432
-0.3264
-0.3445
-0.3663
-0.6975
0.745
-0.2594
1.76
1.1032
4.0585
-0.8152
0.6178
-0.586
-2.2409
-0.3135
-1.5243
-1.5293
-0.9868
0.4836
0.0249
0.5766
0.8127
-1.4875
-1.2754
0.0052
-0.4278
-1.7235
-0.189
1.5611
2.336
0.7584
0.9851
1.1031
0.2611
-2.0571
0.9829
-1.9118
0.1211
1.7356
0.8953
-1.5487
0.9926
-0.2459
-0.9043
-0.1913
-0.8277
1.7375
1.8141
0.0295
-0.6071
-1.509
-1.0082
-0.7316
0.0837
-0.3957
-0.5214
-0.4932
0.4634
0.0404
-1.6048
-0.186
1.4607
1.5731
0.3361
1.1434
2.1338
0.7109
0.2528
-0.0859
-0.1021
-1.4545
-1.1021
-0.9349
0.3286
-2.1083
-0.7357
2.6227
-0.9527
-1.2259
-0.3937
0.7904
-0.4846
0.073
-1.3374
-1.712
-0.5529
-0.6547
-0.0281
-0.2624
-0.5434
0.1236
-0.6034
1.87
-1.3055
0.7972
-0.5068
-0.1306
-1.6138
-0.7598
-0.9272
-1.637
1.0525
-0.205
1.7105
-1.4201
1.2092
0.2423
-1.7064
-0.5441
1.312
-0.631
-0.6942
-0.8925
0.7737
-0.1616
0.5968
0.7024
2.3107
3.6579
3.1036
0.8489
-0.4833
-0.5661
-0.2225
0.4165
-1.6353
-0.9553
-0.0615
-0.8245
32.033333
1
3,058
47.74
MASTECTOMY
Breast Cancer
Breast Invasive Ductal Carcinoma
Moderate
1
Basal
2
Negative
Negative
3
NEUTRAL
Negative
Ductal/NST
0
Pre
4ER-
Right
2
5.08
IDC
Negative
1
ER-/HER2-
40
2
Living
-1.6011
0.6375
0.333
1.5529
-1.2832
0.1798
-0.6624
-1.0754
-1.0974
-0.2322
-0.657
0.415
-1.8604
0.5181
0.4446
-0.6343
1.6677
-0.7963
-0.6232
0.517
0.5381
-0.4895
-0.3909
0.3862
-0.8318
-0.102
0.0693
-1.0447
-0.8797
-0.4287
-0.9444
2.246
1.2301
-0.107
1.3509
-1.0508
0.7067
-0.8341
-0.1188
0.386
0.1313
-0.9254
-0.7008
-0.6435
0.1814
-0.0657
-0.0255
0.4071
-0.2768
0.2801
0.3916
-1.302
0.0635
-0.8962
-0.5088
-1.1939
0.1271
0.3021
0.5279
-1.0653
-0.6778
0.1043
-0.0533
-0.7495
0.4912
0.5996
0.4729
0.323
0.5263
-0.7094
-1.4743
-1.5419
-0.4755
0.6093
-0.1485
0.2379
-0.5407
1.3255
0.8568
-0.7755
2.4381
-0.6596
0.2011
-0.4242
-0.5079
2.3476
0.1338
0.3794
-0.7478
1.8002
1.0958
0.9245
-0.5352
1.1434
0.3462
-0.2744
-3.3724
-0.9299
-0.1352
-0.7483
-0.8511
-0.8616
-0.7442
-0.1248
0.4875
-1.6285
1.1401
1.391
1.811
-2.9183
0.219
0.6857
-0.134
0.7633
-1.0435
0.0728
-0.7392
-1.3283
0.3528
2.2164
-1.1376
-0.4727
-1.5045
-0.957
-0.5341
-0.1343
0.3767
0.2644
-0.2125
0.2126
1.3957
-0.3389
1.1868
-0.7051
2.5342
0.6204
-1.7214
-0.0728
-0.8325
-0.1879
-1.2148
-0.3391
-0.8001
-0.7412
0.6772
0.8365
-0.7526
0.6152
1.6952
-0.3742
0.7327
0.629
0.4985
-0.3269
0.0657
2.3493
-1.1663
-1.7467
-0.7087
-0.127
2.9033
-0.4828
2.2907
0.298
-0.4315
1.6565
-0.0806
-0.2603
-1.823
0.4579
0.4719
1.0259
-1.3634
-0.5434
0.3265
-0.1035
-0.6859
-0.179
2.046
-0.5124
-0.6337
0.1268
-0.2102
1.593
0.4552
-0.8244
-0.1011
-0.4313
0.037
0.0672
1.0865
0.0921
0.4615
0.6879
0.5112
-1.3724
0.3113
-0.1519
0.1983
-0.1816
0.5759
-0.7118
-1.4667
-1.5505
0.0413
1.2613
1.5648
-0.1559
1.3694
2.6624
0.2443
-0.5455
0.8194
1.2476
0.841
-0.4564
-0.0077
-0.052
-0.2798
-0.6666
-1.0362
1.7956
-0.1054
1.4915
0.5843
0.2993
-0.2286
-0.2551
-0.4358
1.9869
3.6071
1.8185
1.5734
-1.652
0.9968
1.1039
-0.025
-1.1021
0.1524
0.2604
0.5123
-0.5695
-1.098
0.2937
0.5796
0.953
-1.1377
0.9071
0.9901
-0.0327
-1.183
-1.1798
-1.4086
-0.6262
0.2182
0.2092
0.6526
-0.002
-0.5776
0.9764
0.3182
1.3194
-0.7346
-0.1987
0.7892
1.3611
-0.2296
0.8601
1.0592
-1.0242
0.6489
-0.6359
0.382
-0.218
-0.4033
-0.0544
0.0136
-1.124
-0.2137
1.8306
-1.8725
0.3486
1.3347
1.1352
-0.5352
-0.3427
1.96
0.5488
1.515
-0.376
-0.4166
-1.0116
-0.8266
0.4134
0.1785
0.5024
-0.4369
-0.151
5.7323
1.0376
4.1145
-0.4115
-1.7555
0.3687
0.4587
-0.8391
0.2838
-0.3083
1.2639
0.391
0.0829
0.4895
0.7665
-1.8161
0.3193
2.7354
0.9665
-0.5073
0.065
-0.9892
0.185
0.9843
1.6211
-0.8047
-1.1055
2.83
0.06
-0.0435
-0.6776
-1.1009
0.2263
1.3164
2.7835
1.3977
-0.2648
-0.8797
-1.4544
0.2043
-0.6677
-0.3901
-1.5964
2.5477
0.8279
-1.4866
-0.7863
-0.2401
1.1074
0.1991
-0.6213
0.0618
-1.1736
0.6194
-1.7467
-0.8093
0.7679
0.0036
-1.248
0.7377
0.7098
2.1477
-0.8289
0.2714
-0.8674
-0.5409
-0.3993
1.3089
-0.1402
-1.5513
-1.1347
4.1096
-0.8535
0.0564
-0.3428
0.269
-0.378
-0.9327
-0.3992
0.7539
0.3055
-0.4278
2.0946
-0.4878
2.5677
-0.9734
0.2266
-1.1933
-0.8178
0.2604
1.2599
0.8095
0.6166
0.6615
-0.0423
0.2875
0.4988
0.4482
-1.0572
1.0644
1.4027
-1.7444
-1.9292
-0.5965
-0.5383
2.0705
-0.0636
0.2603
1.2493
1.5546
-0.2399
-1.1523
-2.775
-2.8622
-0.1616
0.0838
1.7144
1.0964
-1.0809
0.3978
0.3461
-1.0328
-1.0538
-0.0835
2.6711
1.9422
0.31
0.3413
1.033
-0.0604
0.151
-0.0846
1.3897
0.4541
1.1232
1.2244
-1.6405
-0.4546
1.4152
-0.4004
-1.9773
0.1863
-0.0913
0.0376
-0.0441
-1.1791
-0.1098
-0.6049
-0.2598
-0.4063
2.0072
-0.5915
-0.721
0.3593
0.8902
-1.6017
0.8439
-0.2563
0.5908
-1.1782
1.5089
-0.5118
-1.7299
0.3513
0.4336
0.2446
0.3588
3.77
-0.5964
0.3536
-0.6777
0.8459
1.7541
-0.8867
-1.0817
-0.3645
-0.1997
-0.1857
-0.1136
0.8113
3.6591
1.2562
0.8434
-1.0661
-0.7442
-0.7509
-0.3802
0.2991
-0.7593
-0.6975
-0.4093
254.266667
0
3,060
65.69
MASTECTOMY
Breast Cancer
Breast Invasive Ductal Carcinoma
Moderate
0
LumB
2
Positve
Positive
3
NEUTRAL
Negative
Ductal/NST
1
Post
6
Right
1
5.072
IDC
Negative
1
ER+/HER2- High Prolif
36
2
Died of Disease
0.6004
-0.4634
-0.2522
-1.7181
-0.9368
-0.4006
1.4374
0.0551
-1.1552
-0.1886
0.3195
0.0434
0.5909
-0.2214
-0.4539
1.2681
0.6755
0.8394
0.1828
-0.2604
1.8539
0.2651
0.2683
-0.3786
1.0282
0.2582
-0.4771
-0.1033
-0.0394
0.9048
0.0377
-0.1821
-0.1594
-0.0077
0.4641
-0.3304
1.4457
-0.0454
0.4108
-0.2703
-0.6565
0.2846
-0.3379
0.9382
0.5024
1.6404
-0.9311
-0.4213
-0.7113
-0.1374
-0.7918
0.4831
-0.624
-0.463
0.2445
-0.1951
0.8039
0.0935
-0.0644
0.9442
-0.5401
0.8047
1.1532
-0.2404
-0.5256
-1.2182
2.0042
0.792
-0.9485
-0.6832
0.0936
-0.4001
0.7163
-0.0678
-1.5247
-0.2021
-0.6869
1.6512
0.457
-0.7997
0.7263
0.4513
-1.521
0.5443
-0.7188
-0.419
0.4233
0.3034
0.5023
-1.0372
-1.6278
-0.176
1.2395
-0.4274
-0.1406
1.4004
0.4608
0.4937
-0.0202
-0.1416
0.492
1.1369
-1.5899
-0.6672
-0.713
0.7495
1.1847
0.4277
-0.1053
1.3269
0.272
-0.3612
0.1812
-1.2453
-0.3166
0.3312
0.448
-0.3321
0.5037
-0.2258
1.1911
0.4161
0.8908
0.3958
-0.1534
0.374
-0.2591
0.9125
0.1765
1.3183
-0.3046
-0.5627
-0.8859
0.6402
0.0476
0.2635
0.1928
-1.0349
-0.1502
0.4447
0.5458
0.3456
-0.6744
1.2104
0.3152
-0.5503
0.3582
-0.2292
-1.3054
-0.385
-1.5557
1.3012
-0.702
1.0904
3.037
-1.0722
-0.5068
0.6479
-0.4412
-0.0037
1.5424
7.4216
-0.6477
0.845
0.3695
-1.3633
-2.1406
-0.6324
0.6448
-1.534
1.7705
-0.5635
0.7113
-0.3575
0.7138
0.2927
0.0727
0.0404
-0.3426
0.9064
-0.2798
-0.4277
-0.4186
0.0127
0.7275
-0.5778
-1.9452
-2.4343
0.715
0.6014
-1.0552
-2.0946
-1.0048
-0.2914
1.8797
0.9565
0.1621
-0.8502
-0.8194
-1.8935
0.4848
0.3224
1.2078
-0.1489
-0.1493
0.0941
0.6226
-0.4573
0.4417
-0.5679
0.3646
1.7224
0.8609
0.0558
-0.7657
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0.4384
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0.6296
0.0155
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1.0414
-1.3205
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0.071
0.1073
0.5759
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0.6556
0.6619
1.2893
-0.3439
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0.2272
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-0.5485
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0.7729
-0.7477
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1.3512
0.8938
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0.3847
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0.8288
0.933
0.7296
0.4077
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0.6468
-0.3054
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0.005
0.3685
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-0.4122
0.7742
0.4244
-1.4356
0.9214
-0.3102
-0.0018
1.617
2.2039
0.8371
0.1062
0.0149
-1.7921
0.8036
0.6947
-0.4017
1.1626
1.0161
-0.6572
-0.6092
0.7057
-0.288
-1.0674
-0.9408
-1.0913
-1.5034
-0.5957
-0.1253
0.5124
0.1512
-0.4264
-0.2814
-0.7573
1.3452
-0.3255
-1.1053
1.1711
0.1398
-0.1019
-0.2102
0.3426
1.3103
-0.299
1.217
-2.1048
-0.3905
-1.3368
-0.3192
1.4343
-0.3478
1.0213
-0.5509
-0.8712
-0.2584
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0.4447
0.5249
0.1878
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0.4193
0.5089
0.3306
0.8916
-0.0754
0.155
1.0701
0.476
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-1.6287
-1.039
0.1549
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-0.6404
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0.3892
0.1542
-1.3079
-0.0547
-1.8739
0.4204
2.3903
-0.4118
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3.2092
0.5293
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0.2207
-1.8283
-0.0632
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1.303
-0.7895
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-0.5742
-0.4524
-2.2617
-0.2451
-0.3177
-0.1528
1.2778
1.7206
-0.4903
0.3345
-1.3854
0.0512
1.5751
0.3538
0.1957
-0.9633
1.7887
-0.8494
-0.9556
-0.9451
1.183
-1.4861
0.4845
0.1762
-0.1592
-0.4374
-0.4181
-0.3592
0.4485
0.0047
1.2629
-0.7528
-0.3508
-0.9986
-0.2779
0.1078
-0.6544
0.1666
-0.8813
-0.4075
0.5804
0.0544
0.4259
0.1634
0.1546
-1.3336
1.2673
1.1011
-0.1732
-0.9149
-0.6321
-0.7802
-0.5447
0.4573
-0.4508
-0.5616
-0.8793
0.8145
-0.6048
-1.0022
0.6641
-1.3675
-0.7054
-2.0866
-0.9181
0.0499
-1.5338
-0.4239
0.6187
-0.5754
1.4962
-1.1791
-0.1148
-0.9434
-0.1201
-0.1246
0.4908
0.114
-0.2282
-0.3741
2.0848
-0.6486
0.0062
0.1065
-1.3455
-1.038
0.1549
-0.6317
-0.1943
0.4424
1.6235
0.622
1.29
0.3492
-0.5261
-0.6922
0.0777
0.4055
0.5019
0.6305
-0.247
-0.6336
0.1029
1.2676
-0.9491
0.9008
1.3206
-0.4654
1.0615
-0.7675
-0.451
-0.4025
0.2134
-0.3519
-0.5533
-0.0304
-0.3313
-1.5653
-0.7538
-0.1436
-0.8
44.6
1
3,062
62.87
BREAST CONSERVING
Breast Cancer
Breast Invasive Ductal Carcinoma
null
0
claudin-low
2
Negative
Negative
3
NEUTRAL
Negative
Ductal/NST
0
Post
10
Left
0
4.034
IDC
Negative
1
ER-/HER2-
17
1
Living
-0.0251
-0.1731
0.697
0.0604
1.9296
1.1487
-0.8168
1.7109
0.4885
-0.2577
-0.0981
-0.6754
-0.5933
0.2318
1.1203
-0.7443
0.7046
-0.7047
-0.5064
-0.2455
0.694
0.2711
-0.1115
1.7545
0.3219
1.3601
1.0926
1.4076
0.3931
-0.9804
1.4938
1.4255
0.8257
2.7231
0.2511
1.2199
-1.115
0.5273
1.718
-0.336
1.084
1.1737
1.0261
-1.915
0.2177
1.1843
0.5473
0.6766
1.1004
0.993
0.3514
0.274
1.599
0.8274
-0.3741
0.4582
0.1097
0.7561
0.3361
-1.0584
0.1682
0.2432
0.1812
0.5964
0.6116
-0.0605
-0.4096
0.0684
0.1822
-0.4554
-0.5933
0.0062
-0.5409
0.7362
1.1692
2.0288
-0.1502
-0.322
-0.4696
-1.8375
-0.647
-1.0855
0.0887
-0.3487
-0.5892
1.34
-0.6602
1.0441
0.1295
1.2007
-0.9527
1.9429
1.9259
-0.371
0.3461
-0.1461
-0.9651
-0.9569
0.7315
-1.1206
-0.1353
-0.1062
0.4319
-0.589
0.9587
-0.3446
-0.5403
0.2167
-0.1125
-0.4268
1.1018
-0.7375
-0.2435
0.8377
-0.8081
0.0533
-0.5053
0.748
0.1658
0.382
0.3736
-1.0352
-0.537
-0.9135
0.2589
0.6965
0.0776
0.4447
-1.1438
4.5298
0.4337
-0.8425
1.9353
-0.9913
-0.1641
0.4641
-0.31
-0.244
0.4886
1.8344
0.5265
0.4041
2.0433
0.4608
1.9882
0.2231
0.5448
0.0505
0.7542
-0.3413
0.216
0.6771
0.616
-0.2006
0.0491
-0.6265
-1.5836
-2.0513
-1.3406
0.6027
0.5776
0.382
1.6723
2.4916
1.2978
1.111
-0.5598
0.4634
0.6374
-0.0227
1.1717
1.4485
-0.0206
1.4934
-0.958
-0.0695
-0.0911
-0.996
0.5198
0.447
0.0684
-0.4322
1.4791
2.4608
0.8696
-0.1487
0.555
-1.1843
-0.7933
-1.2699
-0.0974
-0.7913
0.267
0.2185
0.2784
0.4514
-1.0187
-0.2403
-0.0918
0.4556
1.0444
-1.076
0.4441
0.2852
0.7964
-0.5461
-0.9056
3.0381
-0.7851
-0.1025
-0.8075
-0.068
-1.4852
0.7466
0.8816
0.7881
0.48
1.4545
-0.3386
-1.4704
-1.0342
0.7053
1.8134
2.8227
0.7
0.1491
-0.184
1.4388
-0.4743
-0.7302
-0.3306
1.0664
0.4536
-0.5302
-0.2206
-0.1104
-0.7319
0.2554
1.9459
-1.8588
-1.0762
0.1383
0.3409
0.0431
1.0735
0.5451
1.6633
-1.1257
-0.3716
-1.2106
-0.7384
0.0784
0.1627
-0.8088
1.0994
-0.818
0.341
-0.6932
-0.2034
0.1115
-0.377
1.1966
-0.5436
1.3364
-0.3243
1.4656
-1.0259
-0.915
1.7545
0.2575
-0.162
0.8832
-0.7584
-0.0823
-0.1661
-0.4215
-0.7395
-0.1252
-1.2711
0.8268
-1.7228
-1.2362
1.2311
0.7383
-0.0634
1.9745
-0.0632
-1.3242
-0.8199
-1.6101
-0.1078
0.0661
1.1312
1.1509
0.0567
-0.547
1.1951
-0.5676
-0.1199
0.6954
0.9877
-0.637
-1.4335
-0.1309
-0.3806
-0.1096
-0.2032
0.2837
0.417
0.6698
-1.2359
0.6087
0.4866
0.1339
-0.3259
-0.8919
1.5275
0.6903
-0.4517
-0.4923
0.9099
0.2754
-0.2824
-1.5483
-1.2738
-1.4975
0.2473
-0.0292
-0.6126
-0.6049
-0.4939
1.1615
-0.0472
0.9698
-0.2629
-0.8188
0.6717
0.5935
-0.5792
0.1592
-0.7564
0.8706
1.5813
-0.2128
-0.1309
0.0765
-0.1923
-0.0262
-0.2123
-0.6577
0.7239
0.1139
-0.6085
-0.9408
-0.3291
0.0135
2.0619
-0.5477
0.6284
-0.0265
-1.1963
-1.0609
-0.4015
0.8665
-0.1624
-1.2599
-1.4823
1.4173
1.5633
-0.3396
-0.6668
-1.2915
-0.5082
-1.3436
-0.2278
-1.7743
-1.0696
-0.4151
0.8957
0.2309
1.2435
-0.8362
-0.0293
-0.7748
-0.2151
-0.3986
-0.9711
-0.243
1.5427
-1.4017
0.7686
-0.4679
-0.2952
0.9106
0.5952
2.2184
-0.416
-0.5024
1.2461
0.4689
-1.3457
0.3999
-0.5036
-0.2372
-0.8844
0.3175
0.3899
1.3276
0.341
0.8934
0.1744
0.7928
-0.7891
-1.5543
2.0915
1.0446
-0.1821
0.249
-0.039
-1.6392
-1.2602
0.3269
2.1301
-1.785
-0.1064
-0.7713
1.0107
-0.0476
0.2281
1.2011
1.7021
0.9759
1.9264
0.8385
-1.6885
-0.0698
1.4529
0.1503
0.1892
1.6115
1.1826
-0.4678
0.5451
-0.9954
-0.7738
-0.4459
0.3589
-0.0265
-0.7287
1.3023
0.0826
1.1364
1.4678
0.9413
0.0823
0.7737
0.5781
0.0141
-0.0138
-0.6728
-1.7171
-0.6716
0.93
-0.7131
0.2417
0.2709
-0.3028
-0.8867
0.3106
0.1876
-0.3591
0.4737
3.5964
-2.1301
-0.8003
0.4343
1.8653
0.824
0.1838
-0.0152
-0.6143
0.6746
0.0236
0.4782
-0.2847
-0.599
-0.6906
-0.939
-0.7433
146.366667
0
3,063
43.51
BREAST CONSERVING
Breast Cancer
Breast Invasive Ductal Carcinoma
High
1
Basal
2
Negative
Negative
3
NEUTRAL
Negative
Ductal/NST
0
Pre
10
Right
6
6.04
IDC
Negative
1
ER-/HER2-
20
3
Died of Disease
-1.642
0.0727
1.9463
-0.9521
-1.6917
1.3614
-0.4025
-0.3143
-0.9419
0.7336
-0.3699
-0.88
-1.0834
-0.0248
0.1647
1.1191
1.4488
-0.7406
0.7519
0.3189
1.3555
1.3711
-0.6328
-0.1245
1.0147
0.8631
1.2429
-0.3189
0.3634
-1.532
0.2549
1.2644
-1.1514
-0.622
-0.7963
0.6741
1.2724
-0.5128
0.8665
0.5747
1.0216
2.0034
0.9312
-2.2271
-1.1261
0.6828
2.6759
1.2086
-0.8624
0.4415
-0.1511
-0.6175
1.1657
-0.7912
-1.6609
-1.1472
0.6995
1.1523
0.5924
-1.9839
-1.4706
-0.2975
-1.3055
-0.7092
0.8264
0.6474
3.353
1.0755
-0.3101
-0.0785
-1.245
0.082
-0.3105
-0.5122
0.1754
1.0079
-0.2729
-0.3182
0.4302
0.4805
-0.4418
0.8391
-0.6007
-1.468
-0.2544
2.2952
0.1405
-0.5712
0.4978
-0.1463
0.3833
-0.0045
-0.37
0.3444
1.1192
1.7641
-1.3255
2.3737
-0.2783
-0.5622
0.3685
0.9104
-1.111
-0.0751
-0.3505
-1.304
-0.3957
-0.1712
0.9274
-1.6059
0.461
-0.1159
0.9739
-0.3919
-1.8459
0.0184
1.0007
-0.4013
0.4395
0.1163
0.7302
0.4069
-2.0573
-0.7264
0.5007
1.0284
-0.5039
0.9573
-0.8951
-0.0377
0.5043
-0.0325
0.5955
-0.6122
0.2864
1.7388
-1.9907
0.8329
-0.8976
0.0763
-1.2745
-0.8819
2.1164
0.3763
0.1889
1.0792
0.2971
-0.5394
-0.5343
-0.4369
-0.9338
1.3348
1.9364
-0.106
1.3412
0.5277
-0.3482
-1.6677
-0.885
0.5772
2.3386
-0.3435
-0.6852
-0.4584
0.7508
0.1966
-0.9067
-1.216
-1.049
0.949
1.2111
1.0105
0.2198
-0.4561
-0.1172
-0.3125
0.4888
0.8443
0.4745
0.3944
-1.2995
-1.1496
-0.6364
0.0669
0.1342
0.7002
-0.0044
0.3973
-0.4411
-1.4895
-0.1995
0.5588
-0.9077
0.0764
1.7857
0.701
-0.8739
1.4478
0.2424
-0.09
-1.0677
2.0026
0.9522
-1.2065
3.8869
-0.4673
1.6314
1.612
2.3815
0.6847
1.6051
0.6354
-0.2958
1.1987
0.3052
0.8766
-1.4106
0.9891
0.2376
-0.8536
0.7096
-0.4481
1.4712
1.4899
1.1481
0.4017
-1.3172
-1.0605
-0.2309
0.7266
1.7947
1.0469
-0.0048
-0.8964
-0.9276
0.9687
-1.8347
-1.5264
0.005
-0.7466
-1.2698
2.0214
0.9485
-0.0463
2.2565
-0.7045
0.2795
-0.1083
1.8206
-1.7985
-0.5957
0.8949
1.5671
-1.0309
1.9903
-1.9138
0.0599
-0.1698
0.8566
0.7739
-0.3603
-0.4466
4.9785
1.0407
-0.5617
1.1863
-1.0906
-0.2333
0.3101
0.2889
-1.5529
-0.8707
0.9968
-1.1843
-1.4512
-0.3407
0.4163
-0.9871
-0.5848
1.9878
-1.4683
0.8124
0.3369
0.8618
0.2196
0.1601
1.0383
-0.1406
-0.4009
-0.7748
-0.9715
-0.6218
0.2099
2.1897
0.9741
0.6632
-0.4214
-0.3025
-0.9255
1.1759
2.3122
0.7875
-1.2947
0.137
-0.1054
-0.8875
-0.623
-1.466
0.3935
-0.2254
2.0102
-0.0556
-0.6427
0.5737
-0.9582
1.4287
0.6508
2.0881
0.6244
-0.9401
-0.9348
-0.6567
-0.5678
-1.0427
0.3444
-0.4632
0.4687
-0.2014
-1.491
0.6784
-0.8743
1.1284
0.2511
0.5592
-1.9708
-1.0515
-1.3096
1.4091
-0.9589
0.9213
-0.8764
1.7681
0.7287
2.5293
-0.5461
-0.1417
2.1979
-0.0756
0.0705
0.4945
0.9133
0.5465
-1.204
-0.13
1.2009
1.2736
-1.1118
1.1283
-1.1005
0.163
-1.8088
-0.405
-0.8387
-0.6164
0.2113
1.4639
-0.7913
0.0751
-0.3014
2.3423
-0.7696
-0.1842
0.8851
-1.694
-0.9797
-1.7776
-1.1875
-1.1446
1.69
-0.0723
2.033
-1.1271
0.133
-0.8849
0.3791
-1.3458
-0.5776
-0.4975
0.5047
-0.0718
0.4274
1.4831
-0.614
-0.1266
1.4569
1.0509
-0.7872
-0.2424
0.6641
-0.8074
-1.6434
0.0503
-0.1664
0.4533
-0.7184
0.1762
1.3324
-0.6256
0.6812
0.2522
-2.9026
-1.5815
-0.5138
0.2511
-0.5816
0.3152
-1.2829
0.3137
0.1928
-0.6259
1.384
1.393
-0.453
1.3364
1.5851
-0.3644
-1.0829
-0.2948
-0.1676
-0.3526
0.5108
-1.0025
-0.2469
0.3232
-1.7867
-0.181
1.6953
-0.9826
-1.4741
-0.9931
-0.1053
0.6599
0.7555
-1.0695
-0.5141
-0.6546
-0.7996
-0.6185
0.311
-0.6294
1.1733
0.0187
0.3289
-0.5343
-0.467
0.7271
0.8631
-0.9413
1.1198
-1.2019
-1.6496
0.3579
-0.2317
-0.7334
-1.1009
1.9022
0.0091
-1.2572
-0.0744
0.3706
0.5859
-0.2458
-1.2774
-0.0835
-0.4355
-0.0884
2.6042
1.373
-0.4823
2.755
1.4916
-0.5551
0.8609
-0.2656
-1.1606
1.4072
-0.4923
-0.5516
-0.5409
28.566667
1
3,064
46.7
MASTECTOMY
Breast Cancer
Breast Mixed Ductal and Lobular Carcinoma
High
0
LumA
2
Positve
Positive
1
NEUTRAL
Negative
Mixed
0
Pre
4ER+
Left
0
2.04
MDLC
Positive
0
ER+/HER2- Low Prolif
20
1
Died of Disease
-1.2013
0.3274
0.2283
1.4324
-0.5455
-0.6773
-0.221
-0.5705
0.1355
-0.1422
0.1647
-0.086
0.3457
-0.4169
0.7319
-0.6529
-0.3613
-0.5227
-0.6631
-1.3622
-0.374
-0.6224
1.0943
0.0427
-0.1915
-0.6015
-0.6185
0.008
-1.4614
-0.4766
0.1397
0.603
0.9049
-0.1654
2.0222
-0.5126
0.66
-0.4237
0.4075
-0.764
0.3872
-1.1233
-0.7238
-1.9776
0.0288
-0.5091
-0.5508
1.4128
-0.0822
-0.7568
-0.3834
-0.8424
0.2627
0.4473
-0.2255
0.8108
0.0539
-0.1496
-0.1879
-0.1793
0.4907
0.505
0.4823
0.1012
0.736
1.0286
-0.4379
0.7994
0.8494
-0.3609
-0.2313
-0.1957
0.3675
0.1263
-0.561
0.8177
0.5292
0.164
1.1089
-0.5992
1.1878
-0.9558
-0.304
-1.1538
0.7791
0.8852
0.1881
0.7533
-1.0869
-0.7968
0.7767
0.1775
-1.0125
0.9451
0.2114
-0.633
-2.1821
-0.2701
-0.7899
-1.1442
-1.4101
0.0494
0.437
0.8775
-0.1998
-2.0705
0.6576
-0.1838
2.7666
-0.5615
-1.1188
2.1152
-0.8078
0.5127
-0.0867
-0.0995
-0.0753
0.1481
-1.0083
-0.6826
-0.9197
-0.4809
-0.1506
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0.174
0.0579
0.5187
-0.6365
0.0122
-0.4103
0.4004
-0.0472
1.156
-0.5217
1.3387
0.3808
-1.4638
0.7327
0.1195
1.3069
-0.551
0.0879
-0.6546
-0.0975
-0.0792
1.9209
0.0334
0.5107
1.1183
0.4514
-0.7626
0.6325
-0.0826
-0.7065
-0.3341
0.8872
0.0667
-0.4961
-1.0748
1.6245
1.211
-0.5374
0.0067
0.1945
-1.2827
1.7609
0.5798
1.0795
0.3258
-0.1272
0.6309
-0.848
-1.3648
1.7433
0.6679
-0.9513
0.2324
0.3255
1.4129
-0.2715
-0.9269
0.1751
1.4033
1.2323
-0.7413
0.2131
-1.4655
0.5713
0.6494
1.7262
1.1528
1.7448
-0.2067
0.3317
-0.1903
-0.3015
-1.5218
-0.6937
0.5793
0.1923
0.4222
-0.6577
-1.1908
-2.0371
-0.2083
1.006
1.1207
-0.4523
1.8173
1.5332
-0.8796
1.2836
0.0115
0.5911
2.4908
-2.1941
1.1698
0.7992
-0.928
-0.8361
1.6266
1.3878
1.5341
-0.012
-0.093
1.0874
0.8878
-0.6768
-0.368
-0.4736
1.4186
2.4456
1.5508
-1.0819
0.1984
1.58
1.1034
0.5591
0.642
-0.7934
-1.0012
-0.1482
0.2438
0.8686
-0.3154
0.2278
1.377
-0.8132
0.8201
-0.1224
-1.0769
-0.767
-1.1355
-0.2495
-0.2931
1.1063
0.3236
0.255
-0.1392
1.2182
-0.9709
-0.6496
-0.9549
-0.0488
0.5111
1.25
2.1842
0.8696
1.2826
1.2585
0.8925
-0.4525
-0.525
0.0576
-0.7112
-0.57
-0.6179
-0.8862
-1.1756
0.7965
-0.0312
2.0003
1.3535
0.6191
0.1158
-0.1034
1.7415
-0.736
2.3938
1.0176
0.4591
-0.7584
0.0264
-0.3355
0.4841
0.0238
0.076
0.2621
-0.2407
0.5832
0.078
-0.3706
-0.1522
1.2337
0.5584
0.1674
-0.0214
1.0058
0.6684
1.9512
-0.4095
1.0844
-0.6585
0.7677
1.3843
1.1988
1.0933
-1.0885
0.113
0.9308
2.3167
1.5019
1.1054
-0.1167
-0.3862
0.1452
0.6265
-0.8097
0.2848
-0.2639
0.1476
2.3975
-0.3163
2.1968
0.1145
0.8451
-1.1985
-0.925
-1.1313
0.053
-0.0668
0.8513
-0.5238
-0.7168
0.3565
0.1514
0.8854
-1.7803
-0.296
0.0136
-1.2941
0.4371
-0.1723
-0.512
0.7581
0.0059
-0.4226
-0.0706
3.1945
0.2487
1.5521
-0.0192
-0.1974
-0.4943
-0.2428
0.8738
-0.2261
-0.6843
0.5239
-0.5201
-0.2863
0.2554
0.0247
1.5008
0.5623
0.3365
2.2069
0.4863
0.38
-0.2987
0.3342
-0.7309
2.2482
0.1228
0.1601
0.524
-0.5069
0.1459
0.0435
-0.3613
-0.5726
-0.1662
-0.2435
0.393
0.959
0.9845
-0.4705
1.835
0.7747
-1.4388
-0.1983
-0.8512
0.1526
2.8062
0.1365
1.1682
0.5381
0.7435
-0.1286
-0.6652
-1.0014
-0.7497
-0.7257
0.0663
0.856
0.5031
-0.0428
0.0612
2.7015
0.6466
0.6873
-0.2209
-0.217
0.337
-1.1047
0.8837
0.7403
1.053
0.7607
-0.959
-0.0111
0.2808
-0.1878
0.0907
1.1586
0.0083
0.3204
0.5786
-0.3746
2.2039
-0.2128
-1.3863
-0.2595
0.4823
-1.0977
0.1884
-0.3433
-0.6203
-0.8474
2.2233
-0.1673
1.0236
1.4116
-1.2889
-0.928
1.1041
-0.4632
1.1763
1.4892
-1.391
-1.292
0.6269
1.1347
0.3596
0.7499
0.6492
-0.2128
0.2866
2.4737
0.1173
2.2451
-0.1708
-0.5906
0.0431
-0.5606
-0.1889
-1.4909
-0.2465
1.2137
-0.1364
1.1908
-0.1471
-0.6174
-0.4737
-0.8231
0.1655
-0.1718
-0.539
-0.4916
165.166667
1
3,067
60.29
MASTECTOMY
Breast Cancer
Breast Invasive Ductal Carcinoma
High
1
claudin-low
2
Negative
Negative
3
NEUTRAL
Negative
Medullary
0
Post
9
Right
2
5.036
IDC
Negative
1
ER-/HER2-
18
2
Living
0.627
0.0228
0.1422
-1.0139
1.0595
0.0993
-0.1204
0.973
1.465
0.1522
0.0436
0.0253
-1.3172
0.8641
0.8727
-1.1768
0.3276
-0.65
0.6228
0.1733
-0.3693
1.7782
0.4909
-0.2769
1.0453
0.0667
0.8648
0.696
1.7877
-2.9613
0.1978
-0.0538
1.1848
2.4518
1.1439
0.3873
0.2422
0.0305
1.2506
-0.2392
1.3376
0.3821
0.7176
0.0439
0.5876
1.076
0.9798
-0.0297
2.6251
1.5991
1.5614
2.3069
2.4246
0.2566
-0.446
-0.7348
-0.3898
0.1841
0.3059
-1.2963
-1.1498
0.7659
1.2758
-0.2653
2.1089
-1.0909
-0.4793
0.1724
0.7802
1.226
-1.1847
2.3495
-0.7472
2.2263
0.3196
1.1811
-2.1561
0.0601
-2.3956
-0.4033
-1.387
0.7347
-0.2355
-1.2848
0.6341
1.2841
-0.0586
-0.8731
1.8973
0.4081
2.2411
-2.7366
-2.2031
-0.0986
-0.5852
-0.2757
-0.7732
-0.4836
0.7171
-1.1122
0.7606
0.7073
1.1455
-0.0536
-0.0055
0.0474
-1.2596
-1.3109
-0.7447
-1.8861
1.0508
-0.0479
-0.2995
-0.1691
-0.3624
0.3215
0.0808
0.356
-0.2389
0.4171
1.3484
-0.7668
-0.4786
-1.124
0.0039
-0.5358
-0.2904
0.3425
-0.9449
0.2806
0.5812
0.4359
0.2726
-0.9823
0.2466
0.37
1.1066
1.946
0.5071
-2.2571
-0.9888
0.8822
0.8951
-0.2316
0.8955
-0.8861
0.1789
0.3928
-0.9356
-0.5788
0.0537
0.9408
1.3507
0.3073
0.7184
-0.6886
-0.8041
0.1135
-0.6432
2.3497
-0.2877
-0.3815
1.669
0.9651
0.101
0.8877
-0.286
-0.3876
1.5369
-1.1384
0.5893
2.8401
-0.3782
-0.0977
-1.6898
0.9603
1.165
0.9832
-0.0774
-0.2825
1.175
0.0363
0.0729
0.1971
-0.5404
0.0329
0.2114
-0.4459
-1.2019
0.1505
0.4694
1.059
0.09
1.5279
2.5573
-0.3019
-0.2129
-0.2459
0.477
-0.7827
-1.021
-0.635
0.4321
0.7121
-0.4406
0.4971
-1.9827
-0.5844
-0.8873
-0.344
-0.2768
0.5185
0.3541
0.5965
-0.4951
0.3038
-0.2392
-0.2396
2.322
-0.3776
-0.4317
-0.9282
-0.7101
2.0079
0.2969
1.6279
0.5262
0.9667
-0.2455
-0.7491
-0.8057
0.073
-1.5165
-0.5135
2.7975
0.4078
-1.1352
-1.5011
1.6052
1.6991
-0.1697
0.8163
-0.3067
0.3222
0.6151
0.0507
0.4606
-0.26
-1.3317
-0.629
-0.4977
-0.1209
2.4776
0.2439
0.2934
-0.6315
1.4736
0.0289
-1.6027
-0.7971
0.9501
-0.2961
-1.2965
-0.5573
0.2447
-0.6778
-1.4857
0.4311
1.0325
-0.2883
-0.0185
-0.9752
-0.9244
-0.3102
-0.2003
0.2323
-0.3861
-0.6088
-1.0438
2.1808
-1.5533
-0.1487
0.2795
-0.3419
0.3495
0.7455
-1.1594
0.9519
-0.8488
-1.1512
1.1035
0.5652
0.5946
0.4999
0.8464
0.4599
-0.4414
-0.687
0.7205
-0.3995
1.0784
-1.0912
-1.4729
0.6535
0.5556
0.4923
-0.2022
-0.3691
-0.3369
-0.0943
0.3449
0.0224
-0.7807
0.6019
-1.5638
-1.5941
0.5229
-0.3194
0.1081
0.6502
-0.0976
0.6499
0.2611
-0.7697
-0.6931
0.2937
-0.2906
0.8801
-0.113
0.0109
-0.9045
-1.227
-0.6112
-0.908
0.8159
-0.7918
0.0046
-0.0238
-1.1507
-0.0433
-1.5705
-0.0047
0.1888
0.1681
0.0001
-0.3112
-0.5006
1.2541
1.0223
0.2647
0.2975
0.9843
-0.8754
0.4056
0.3845
0.7134
1.5019
0.9418
0.0403
-1.0414
-2.8838
-0.7183
0.0636
0.0755
-0.4471
0.8649
-0.7978
0.6322
1.3863
1.6848
-0.1921
-1.3801
1.7475
0.2315
0.9145
-0.6132
-0.8539
0.7376
0.7221
-0.0483
0.9382
0.0833
-0.4878
-0.3556
-0.2624
-0.0215
-0.5159
0.0539
1.2556
0.9508
-1.0909
1.2483
-0.6049
2.4945
-1.3633
1.2019
-0.4488
-0.6249
0.1113
-0.8152
-0.5947
0.7887
-1.0211
-1.138
-1.4348
-0.1838
-0.4587
0.1686
-0.0778
0.785
-1.5084
0.3381
0.1611
1.0991
0.2497
-0.1228
-1.0044
0.7894
1.0237
-0.1593
0.7048
-0.2314
0.4448
2.2421
0.407
-0.142
0.1367
0.2226
-1.6558
-1.9384
0.5772
0.9721
0.7305
1.1908
-1.9999
-0.2106
0.999
1.1641
-1.3923
0.1131
0.9046
-0.3448
0.7945
-1.284
-0.1573
-0.4741
0.1794
1.4723
-1.3834
1.4301
0.2291
0.4714
1.1327
-1.0441
-0.5546
2.1357
1.0741
-0.3291
-0.3261
-0.9429
-0.9702
-0.0521
-0.6785
-0.9823
-1.5066
0.1945
2.0414
-0.3647
0.1066
-0.114
-1.0234
-0.3786
0.4188
-1.0273
-0.5829
0.3005
-0.2919
-0.1532
-0.0326
1.0182
0.7463
0.4144
-1.0387
1.1089
-0.9976
1.0223
-0.4842
-0.6338
-0.2491
259.533333
0
3,079
50.54
MASTECTOMY
Breast Cancer
Breast Mixed Ductal and Lobular Carcinoma
High
0
LumA
2
Positve
Positive
2
NEUTRAL
Negative
Mixed
0
Post
8
Right
0
3.03
MDLC
Positive
1
ER+/HER2- Low Prolif
15
1
Living
0.5646
-0.9805
-0.2179
0.3776
1.1123
-0.0888
-0.2624
-0.5139
0.4146
0.3202
1.4044
0.5356
-0.8953
0.4836
-0.0776
0.2789
0.3804
-0.9252
-0.712
-0.5174
0.0115
-0.5323
-0.2423
-0.4772
1.0809
0.0281
-0.5697
-0.5611
-0.5045
0.1909
0.3908
-0.1877
0.3735
-0.4623
0.8939
-0.3574
-1.0943
1.3561
0.7519
-0.2948
0.1636
-1.185
-0.7146
-2.0019
-0.2
-0.9173
-0.1599
-0.5319
0.5618
-1.1912
0.0512
1.2578
2.2149
0.5289
-0.3731
0.8325
-0.2651
-0.6977
1.429
0.9519
0.6452
0.9277
2.0058
-0.5687
0.2782
-0.6246
-0.3854
0.4449
-0.2445
-0.5562
0.0578
-0.0434
-1.5079
-0.6278
0.0678
0.235
-0.2413
-0.6257
0.1937
-0.885
-0.2285
-0.0801
-0.6903
0.6653
0.7688
0.0117
-2.0154
0.0621
0.8216
-0.3986
0.1307
0.2742
-0.5964
1.4188
0.2481
-0.2151
0.691
0.7324
-0.4283
0.1688
-0.3495
1.5945
0.4201
0.6778
1.1182
0.7524
-0.1665
0.7448
0.8308
0.8531
-0.0808
0.2789
-0.6185
-0.2151
0.6996
0.978
0.3724
-0.4291
0.6203
0.3089
-0.5795
0.2709
0.6725
-0.0447
0.5069
-0.67
-0.7535
-1.4104
0.7963
-0.6388
-0.4219
-0.2354
-0.4103
-0.768
0.843
0.596
-0.9131
0.0751
1.3579
0.2733
-0.5374
-0.3439
-0.2547
-0.5543
-0.4306
-0.3661
-0.8431
0.5814
-1.1731
1.3615
-0.5704
0.4938
-0.3961
0.4172
-0.3679
-0.6627
0.3782
0.7901
-0.5211
0.5778
1.372
-0.2715
0.0595
-0.4431
0.2532
-0.3455
0.6923
-0.7814
-1.2583
-0.8852
0.5158
-0.2362
0.4987
1.2098
0.6344
-1.2735
0.8677
-0.1852
0.3836
0.5026
1.0938
0.1926
-0.4661
-0.1777
-0.2143
0.4334
0.0723
0.6574
-0.4189
0.4832
-0.3479
1.331
-0.8923
0.1277
-0.4725
-0.6667
0.1152
-0.8069
-0.272
-0.3371
0.1811
1.1672
-0.8734
-0.8321
-0.2289
0.3083
0.1728
-0.3284
1.5498
0.5023
-0.4061
-0.0211
-0.1824
0.2507
0.8612
0.6014
0.1447
-0.6816
-0.0693
-0.353
-0.0318
0.6631
0.6596
-0.0992
-0.6469
-0.0231
0.2215
0.1409
-0.1731
0.222
0.2394
0.7183
0.5764
-1.1838
-0.7401
0.9681
-0.6975
1.743
-0.5716
0.3739
1.0461
0.3565
-0.4038
1.0794
0.0146
0.2868
0.9065
0.8801
0.4326
-0.6113
-0.1535
0.4102
-0.522
0.063
0.3323
-0.685
0.6897
0.5951
0.3823
-0.0454
-0.8205
-1.349
-0.7188
-0.7534
-0.2884
0.836
0.2533
0.6433
0.0149
-0.3711
1.7114
-0.4346
0.2894
-0.1872
0.9062
-0.5972
-1.158
0.8902
-0.3914
-0.4733
0.97
-0.2949
-0.6997
0.9578
0.5437
-0.5896
0.5584
0.7228
1.2486
0.1772
-0.9529
-0.6898
-0.2988
-0.0476
-0.0436
-0.5236
0.6952
1.0276
-0.2953
0.6671
-0.4154
-0.4999
1.0084
-0.5405
0.1993
0.737
-0.4674
0.2433
-0.2677
-0.2331
0.1913
-0.1851
-0.5479
-1.7944
0.5134
0.3232
-0.4317
-0.0934
0.1149
0.7088
-0.5336
-0.2743
-1.2473
-0.394
0.5263
0.2874
0.0263
-0.8353
0.7006
0.4272
0.8141
1.0743
-0.1035
0.9752
-1.0268
0.3447
-3.0948
0.1721
0.5406
0.5089
-0.0662
-0.0087
-0.3207
-0.4454
1.2237
-0.0217
-1.0529
0.8653
-0.6768
1.7142
0.77
0.1051
-0.5255
0.2311
1.6973
-0.0344
-0.9743
-0.9455
0.4247
0.6537
-0.7035
0.4908
0.5092
-0.3588
-0.5608
-0.6051
-0.4598
-0.1232
0.1039
-0.6649
0.011
-0.4192
-0.6954
1.1136
-0.4514
0.2576
-0.3821
0.3295
-1.3617
-0.4902
0.0487
-0.7915
1.0117
0.2569
1.304
0.1463
-0.1042
-0.207
0.2771
1.2041
-0.1214
1.2711
-0.2737
-1.0128
-0.0955
0.2222
0.3884
0.1706
1.249
0.1569
1.0637
0.876
-0.785
0.559
-0.0674
-0.9913
-0.0868
0.5862
-0.3213
0.6758
-0.4492
0.5953
-0.3357
0.9579
0.0702
1.0511
-0.3959
0.1097
-0.0549
0.4992
-0.0196
-0.6074
-0.4738
0.3135
0.5984
-0.5754
-1.3745
1.4589
-0.2704
1.5607
-0.8728
-0.9944
-0.7338
-0.7907
-0.5092
0.2953
-0.2233
-0.1495
0.427
-0.1246
-0.2748
-0.0304
0.6759
2.0401
0.3236
-0.6171
-0.2113
-0.0866
-0.5243
-0.0597
-0.2278
-0.2164
-0.2104
-0.8683
-0.1781
-0.0752
-0.4291
0.3671
0.6019
0.5077
0.2112
-0.2976
-1.8679
0.9429
-1.1621
-0.1525
-0.4067
-0.5775
1.7171
1.3743
0.6702
-0.1025
-0.4833
0.4499
-0.5726
1.8804
-1.611
0.2387
0.6711
0.1383
-0.0097
0.3469
0.6162
0.7467
-0.55
0.1773
-0.2352
-0.6142
-0.5694
149.6
0
3,083
68.5
MASTECTOMY
Breast Cancer
Breast Invasive Ductal Carcinoma
High
0
LumB
2
Positve
Positive
3
NEUTRAL
Negative
Ductal/NST
1
Post
1
Right
2
5.06
IDC
Positive
1
ER+/HER2- High Prolif
30
2
Died of Disease
2.0186
-1.2779
0.8294
-0.6823
-0.5389
-0.1304
1.1567
1.1816
0.4411
1.1204
1.8793
0.061
0.2491
0.1756
0.8339
0.6565
0.6234
2.8488
-0.2837
-0.4751
1.3887
1.1255
1.7246
-0.7081
1.9677
0.8003
0.2595
1.6514
0.8944
1.1088
0.3223
-0.831
-1.0965
-0.3251
-0.9514
-1.8284
0.7548
0.8976
0.1746
1.5256
-1.0859
-0.0387
1.1966
0.2477
1.6707
2.0664
-0.9827
-0.0687
0.6569
0.5325
-0.0657
0.4057
0.2456
0.1645
0.2776
0.2186
-0.4158
-0.4257
0.1306
-0.2719
0.4935
-0.0216
0.7077
-1.3047
-1.717
-1.0512
-0.4331
-0.1525
-0.2654
1.4827
0.1656
-0.7198
-0.2609
0.1057
0.735
-0.3766
-0.8429
0.6029
-1.1767
0.4159
-0.501
-1.1495
-0.4726
-1.2248
1.5864
-1.0236
0.793
-0.3224
-0.2453
-0.9568
-0.6866
-0.4451
0.6791
-0.118
0.5711
-0.6368
1.1029
-0.7385
-1.3773
-0.5165
0.8991
0.8468
0.3652
0.4341
0.4284
-0.409
1.4987
-1.1578
-0.8787
-0.0404
1.4672
-1.2353
0.3504
-1.6929
0.3352
0.2424
0.5278
0.5846
-0.0318
0.2208
0.5932
1.5909
0.9525
0.486
-2.0918
0.6339
-0.487
1.1902
-1.0918
0.056
0.2876
-0.696
1.1278
2.0824
-0.4594
0.1548
-0.6021
0.0935
0.2986
1.8123
-0.4087
0.8441
-0.5732
1.843
0.7186
-0.4605
0.4249
0.7158
-2.4998
-0.9131
-1.1806
1.45
-0.7883
-0.2938
-0.5847
-1.0975
0.187
1.1515
-0.0547
1.2121
-0.7677
-0.8302
-0.6201
-0.9918
0.6669
-2.4447
-1.9944
-0.5003
0.7951
-1.5371
-0.8452
0.1281
0.9136
-0.1403
0.3823
0.3885
0.1664
-1.3136
0.0432
0.076
-0.8077
-0.203
-0.3595
0.2352
0.3497
0.6974
-0.1247
1.3454
-0.1615
0.7147
-0.6139
-1.1339
-0.7796
-0.683
-0.0479
-0.8496
1.5117
-0.3392
-0.0771
-1.3304
0.7956
0.7787
0.7032
0.8524
-0.4521
-0.7896
-1.5393
-0.4831
-1.0852
-0.7029
-1.0569
1.3355
-1.5222
0.0785
-1.639
-0.3634
-0.352
-0.869
1.7907
-1.4722
-0.6915
-0.9596
-1.3392
-1.1455
-0.3552
0.8902
-0.0696
1.011
-0.0702
-0.7475
-0.2702
-1.8543
-1.813
0.1462
-1.2193
-0.4684
0.0421
0.4463
-0.7949
0.6944
-0.0915
0.8677
-1.022
-0.6488
-0.0261
0.8743
-0.6127
-0.7166
-2.4136
5.0338
1.7254
1.6691
0.6116
-0.1468
0.8239
0.4397
-0.1986
0.0078
-1.0164
-0.6298
0.8201
-0.5822
-0.6457
-0.2249
0.161
-0.8196
-0.7519
-0.0039
-1.0813
0.6575
1.106
1.6549
-0.1635
0.211
-0.5551
0.2746
0.5317
-0.3038
-1.1105
1.1066
0.4859
0.799
1.697
-0.7835
0.8047
-0.4902
-1.0632
0.7207
-1.9699
-0.4335
-1.0387
-0.2784
1.5903
-0.2323
0.6014
-0.635
0.9691
-0.8897
-0.2084
-1.0354
-0.802
-0.8666
0.2617
-0.0441
-0.801
-0.6386
0.0469
1.3042
-1.5563
-1.8173
-0.3375
-0.0097
0.4763
-0.0301
0.3777
-2.4331
0.0013
-1.2663
1.0107
2.5791
0.9024
0.0529
-0.5579
-0.0524
5.1165
0.356
1.8739
-1.7129
1.4854
-0.7701
-0.5612
-2.0468
-0.6912
-2.4339
0.9767
1.7649
0.0281
-0.7088
-1.4199
0.787
0.5766
-2.2931
0.3395
0.9575
1.2143
0.011
-0.6066
-0.9595
-0.6064
1.5187
0.8719
1.0427
-0.5154
0.0551
0.6633
-0.2841
-1.1511
0.0864
-1.0862
-0.173
1.1776
-0.8005
1.4702
0.0693
0.0514
1.5254
-1.0512
1.2901
-0.9195
-0.3336
3.205
-1.9615
1.8267
-0.4386
-0.3848
1.3003
-1.4352
-0.345
-0.8056
0.097
-0.9208
0.0847
-1.5024
-0.5269
-0.1478
-0.4821
-1.2526
-2.2096
0.9398
0.0416
-0.3116
-0.8795
-1.5997
0.1746
-1.314
0.7398
0.9982
-0.3683
0.735
0.5035
0.6931
-0.3476
-0.842
-1.2765
1.4947
-0.8268
0.2162
-0.3838
-0.0587
0.69
1.1327
0.511
-1.0066
-0.2611
-0.5856
-0.2179
-0.4143
-0.275
0.3172
-1.4692
-0.061
1.4673
-0.3103
0.692
-0.5627
-0.3868
-0.323
0.0929
-0.4227
-0.444
-1.0152
-1.4773
-0.9456
-0.858
-0.0487
-0.1807
1.1269
-0.9172
2.0648
-1.1897
1.5554
0.0975
1.1664
-0.7535
0.0036
-0.773
0.9359
-0.1851
0.6252
0.0245
-0.5156
-0.6283
0.334
-0.2076
-1.0314
-0.3991
-1.4787
0.8684
-0.6517
-0.0206
0.1975
0.17
0.5041
-0.2627
0.3219
1.321
0.9819
0.0764
0.2215
1.0571
-1.659
-0.203
1.3747
1.1706
-0.3737
-0.1286
-0.0168
0.5791
-1.155
-0.573
-0.1275
0.5798
0.9913
0.2706
-0.826
0.223
-0.2752
0.6003
-0.4621
81.1
1
3,085
43.68
MASTECTOMY
Breast Cancer
Breast Invasive Lobular Carcinoma
Moderate
0
Normal
2
Positve
Positive
2
NEUTRAL
Negative
Lobular
0
Pre
4ER+
Right
0
3.05
ILC
Positive
1
ER+/HER2- Low Prolif
25
1
Died of Disease
-0.589
-0.1494
-2.4037
0.3015
0.2939
0.8767
0.8335
-0.3857
-0.8713
0.2269
-0.8279
-0.8178
-1.3879
0.7031
-0.642
-0.1632
0.4846
-1.0329
0.003
0.5117
-0.3075
-0.6025
0.2734
0.0507
-0.7801
-1.4302
-0.9511
-1.0203
-1.3758
-0.2952
1.0657
0.0275
0.7617
-0.0199
0.229
1.9557
-2.4151
0.9325
0.2669
-1.7031
0.6642
0.2189
-0.2416
-1.386
-1.0029
-0.6014
0.7112
0.1688
-0.7239
-0.3338
-0.409
0.2322
1.074
0.3837
-0.7732
0.1907
-0.6255
0.2758
0.7064
0.2379
0.2813
1.1644
1.2435
-0.6624
0.1651
0.8614
0.1615
-0.225
0.3845
-0.8254
0.1449
-0.6025
-0.7003
0.3655
-0.2849
0.1764
1.3126
-0.9746
0.2076
-0.9018
0.5605
0.9563
-0.658
-0.0528
-0.4206
1.6644
-0.5924
0.4536
-0.5422
0.1336
-0.1692
0.2605
-0.5876
-0.2052
-1.1727
0.3794
-0.688
-0.0854
0.1927
-1.3373
0.1976
0.8636
0.6281
-0.0548
-0.0117
-1.2471
0.8812
0.9554
1.1677
-0.1624
0.4136
2.0181
-0.1038
1.2816
-0.5236
0.3103
-0.1113
0.577
1.1817
0.5248
-1.4022
0.0747
0.5163
-0.3619
0.0601
0.9764
0.0899
0.848
0.1426
0.183
0.9449
-0.074
0.2874
-0.9537
0.2953
-0.3536
0.6666
-0.1235
0.2955
1.2773
0.6121
-1.2965
-0.961
-0.4533
0.5977
-0.3766
-0.5261
-0.1878
0.1529
0.4789
-0.7304
-0.0633
0.4969
0.6373
-0.8427
0.3585
-0.2726
0.2785
-1.6187
2.0956
3.5011
0.2759
1.1414
0.3905
-0.6203
1.4565
0.8161
-0.1043
0.7426
-1.3501
-0.0999
0.2497
-1.0248
3.7415
0.3809
0.4853
0.457
0.5169
-1.0347
0.0467
0.2864
-0.76
1.6706
-1.9111
-0.7061
-0.3591
-0.0131
-0.6369
0.6119
0.2924
0.305
-0.3943
-0.4432
-0.4922
-0.3481
1.4467
0.4239
-0.3366
-1.1555
-0.5992
-0.3845
-0.9776
0.3684
-1.1427
-0.6659
-0.771
-0.9868
-0.6397
-0.3145
-0.3404
-1.1844
-1.2707
-0.8019
0.4661
0.7469
-0.9216
-0.6737
-0.3502
1.4364
-0.171
2.4501
0.6295
2.5138
1.1753
-1.5334
-1.6751
0.0448
-0.2936
0.1789
0.7557
-0.4775
2.6011
0.8634
-1.0905
1.3833
1.3448
1.7306
-0.5413
0.4229
0.7992
0.4405
-1.0004
0.0797
0.0541
0.198
-0.063
1.0863
-1.2215
0.7909
-0.6111
-0.1353
0.2195
-0.6006
-0.3399
-0.8149
0.262
1.0583
0.3073
0.5453
0.1753
0.5309
0.0833
0.3269
-0.7418
1.0964
-0.0375
1.2242
0.7202
1.5012
1.3385
1.0834
-0.4457
-1.1017
0.6799
-0.5796
-0.1227
-0.5697
-0.2632
-0.3056
0.6462
-0.1024
-0.5872
-1.3511
-0.6442
0.0392
-0.5529
-0.1308
0.3669
0.0579
0.2704
2.0849
-1.6627
-0.5076
-0.8586
-0.4285
-0.1863
-0.6311
0.7795
0.9145
-0.6479
-0.2716
-0.6527
0.7168
-0.8859
0.3674
1.0282
-0.2455
-0.3609
0.9583
2.0301
0.4487
0.5144
-1.3804
-1.9233
1.2466
0.2858
-0.7357
-0.5307
-0.2379
0.7162
1.129
-0.5159
-0.9423
-0.7485
-0.0009
-0.251
-0.1572
1.208
0.3876
-0.8496
-0.7323
-0.2995
-0.3457
0.9644
-0.3089
0.2226
-0.0002
-1.2415
-0.4119
-1.2661
-0.8487
0.2586
-1.4114
-1.4109
-0.5818
-0.875
0.2927
-0.023
-0.252
-0.548
-0.0101
-0.1598
-0.0901
-0.0427
1.124
0.2235
-0.7118
-1.6144
2.926
1.4028
-0.3301
-0.983
1.9398
0.1946
-0.767
-2.3591
0.0177
-1.1348
0.0114
-0.4101
-1.0656
-0.3681
-0.3261
-0.2963
0.3046
-1.0457
1.3687
1.2106
0.5683
-0.414
1.5287
-0.3615
1.1963
-1.0123
1.9592
0.5613
-0.5098
-0.0607
-0.9237
-0.643
-1.248
-0.2256
-0.6994
-0.0392
-0.2554
-0.1638
0.1848
-1.0634
0.265
-0.3984
-0.92
-0.1124
-0.0771
0.3389
0.5749
0.3829
3.3895
0.2225
-0.4507
-0.6448
-0.3876
0.4675
-0.3672
0.7892
-0.4573
1.0453
-0.2434
0.1456
-0.5669
0.4999
0.0318
-0.9097
0.8709
0.4929
-1.2148
-0.6953
-0.4798
1.6721
0.936
-0.7922
-0.3283
1.365
0.7966
-1.3076
-0.4555
0.3047
-0.2605
2.4759
-0.8102
-0.0785
-0.1304
0.242
-0.0225
-1.0356
0.1411
1.5635
-0.1448
-0.1169
-0.9515
-0.1867
-0.4497
1.404
-1.1317
0.7088
-0.333
0.4864
-0.1944
-0.3225
-0.7672
-0.3587
-0.4589
0.1523
0.0643
-1.3025
0.34
0.9306
0.78
0.5489
-1.4573
-0.1505
1.3173
0.9399
-0.1924
0.0218
-0.1846
-0.8783
-0.3686
-0.5944
3.9251
-0.612
-1.6247
-0.0746
-0.3891
0.1095
0.1609
-1.6525
0.5386
-0.3025
-0.4896
210.966667
1
3,088
65.58
BREAST CONSERVING
Breast Cancer
Breast Invasive Ductal Carcinoma
High
0
LumA
2
Positve
Positive
2
NEUTRAL
Negative
Ductal/NST
0
Post
7
Left
0
3.038
IDC
Positive
0
null
19
1
Living
-0.0435
0.3178
0.2053
-0.6138
-0.1255
0.037
0.5269
-0.0153
-1.264
0.7293
1.9025
-1.0218
-0.8407
-0.1435
-1.2924
-0.6974
-0.057
0.5441
-0.0021
-0.9128
-1.0352
0.0712
-0.6226
-0.4635
-0.2566
-1.0191
-0.7875
-1.3572
-1.0467
1.0521
-0.1809
-0.4586
-0.4118
-0.186
-0.1567
-1.1113
-0.1955
-0.3635
-0.2009
-0.6781
-0.1637
-1.3528
-0.7079
-0.3806
-0.5333
-1.1063
-0.0266
-0.7133
-1.5923
-1.494
-0.9092
0.4354
1.0028
1.5668
0.6918
0.034
-0.9973
0.0117
-0.1437
1.6696
0.5167
0.7209
1.7206
-0.5404
0.7225
-0.6326
-0.805
0.8967
-0.3228
-1.0323
0.589
0.0133
-0.0573
-0.1627
1.5852
-0.662
0.162
-0.3624
0.6264
-0.261
1.7166
0.0871
-1.8216
0.0074
2.1376
0.1757
-0.9505
1.7925
0.7556
-0.5402
-0.2951
0.3065
-0.5719
-1.5732
0.1219
-1.1949
1.875
0.9777
-2.47
-0.1389
0.6699
-1.3268
1.4783
-0.4384
1.0926
-1.5182
2.0926
0.449
1.3571
0.7115
-1.9149
-1.0548
0.4117
-0.4926
-0.655
2.2091
0.4654
-0.2218
0.1342
-0.1186
0.6802
1.8033
0.9674
0.5166
-0.7677
0.5459
-0.1391
0.6236
-0.4704
0.4747
-0.8632
2.5002
0.4744
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1.6024
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1.2669
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1.7316
0.4555
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1.0494
0.9789
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2.1493
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0.3965
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0.7589
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1.338
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0.2089
5.3771
-0.5727
2.6054
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3.627
0.047
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1.1281
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1.3666
-2.2869
1.465
1.1861
-0.5293
-0.4139
-0.8428
256.5
0
3,092
56.73
MASTECTOMY
Breast Cancer
Breast Mixed Ductal and Lobular Carcinoma
High
0
LumB
2
Positve
Positive
3
NEUTRAL
Negative
Mixed
1
Post
8
Left
2
5.076
MDLC
Positive
1
ER+/HER2- High Prolif
38
2
Died of Other Causes
0.3074
-0.9733
0.0714
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-0.0747
-0.7177
0.3819
-0.4089
0.6298
0.6947
-0.7389
1.0982
-0.6816
0.8979
0.9753
0.7078
1.1772
0.6673
-0.168
0.3755
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1.2227
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2.1953
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3.3848
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2.0179
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1.2012
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0.0395
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1.654
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1.8409
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0.1613
0.292
0.6219
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0.2597
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2.1151
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0.7786
0.3567
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0.8909
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0.9687
0.2278
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0.0598
2.4927
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0.8185
0.9403
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0.445
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0.4578
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0.4992
0.4106
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0.3509
-0.7543
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-1.9064
-0.0432
0.7933
0.5843
0.028
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-0.1367
2.4601
-0.8429
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-0.3337
0.4481
-0.7429
0.3972
-1.1018
-1.3575
-1.1146
0.438
0.7729
0.1907
-2.0892
-0.7545
0.973
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0.4526
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0.6457
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-0.2988
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0.4118
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0.7999
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0.865
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0.2334
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-0.0381
1.161
1.1372
-0.1547
-0.938
1.2879
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1.752
0.2148
0.5566
1.6347
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0.0843
1.1138
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0.3529
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2.4901
1.9816
-0.062
-0.0891
0.043
0.0685
0.2666
-0.4584
152.333333
1
3,102
60.34
BREAST CONSERVING
Breast Cancer
Breast Invasive Ductal Carcinoma
High
0
LumA
2
Positve
Positive
2
NEUTRAL
Negative
Ductal/NST
1
Post
9
Right
2
4.04
IDC
Positive
1
ER+/HER2- High Prolif
20
2
Living
0.9535
-0.2429
-0.5152
-1.5001
-0.1936
0.7219
1.2856
0.0349
-1.778
-0.2739
-0.6126
-0.2272
0.194
0.5735
-0.0369
0.8295
0.6841
0.9523
1.0572
-0.3168
-0.921
0.0797
2.2194
-0.5005
1.1838
-0.3461
-0.1131
-0.2882
-0.4754
0.1214
0.5617
-0.1016
-0.776
-0.4796
-0.0699
0.374
-1.286
0.9796
0.9177
-0.6108
-0.5259
-1.0905
-0.614
-0.1001
0.5623
0.1878
0.9458
-0.5792
-1.228
-0.0477
-0.5595
-0.1107
0.1978
-0.0653
0.6408
0.1544
0.5247
-0.9934
2.0733
0.1848
-0.042
0.6653
0.4176
-0.9223
0.1008
-1.377
0.2213
-0.4277
-0.1
0.4638
-0.0525
-0.1377
-0.1019
0.5251
-0.1276
-0.8998
0.2817
-1.4482
-0.3115
0.2671
0.2227
-0.1686
0.1953
-0.9097
0.1571
0.0497
-1.2019
0.9779
0.8721
-0.8277
1.2646
-0.4878
-0.8162
-0.6941
-0.8028
0.3384
1.3329
1.1697
-0.2232
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0.2035
0.4033
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0.0166
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0.028
0.4818
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0.5914
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0.144
1.0537
-1.2056
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2.3355
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2.2908
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0.1974
0.0023
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1.2252
1.2298
0.9671
0.6223
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0.4542
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0.1199
1.8683
0.1049
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0.3202
0.2431
0.5193
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0.6641
1.0719
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0.7522
0.837
0.8297
0.4674
0.0312
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1.0603
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-2.9324
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0.2472
0.4182
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0.5317
0.0475
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0.4372
1.5106
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1.0462
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0.1217
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2.0763
1.0061
1.2927
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0.657
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0.8641
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0.503
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1.0912
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1.1426
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-0.3174
-0.3584
-0.1095
0.1927
2.3224
0.8742
0.2506
-0.6485
-0.1857
-0.606
0.2043
1.0082
-0.941
0.9282
0.0686
0.2566
-0.2237
-0.2139
0.8018
-0.1487
-0.6354
-0.0201
-0.3155
0.1444
-0.4454
0.1991
-0.7334
-0.8386
-1.1178
-1.3085
0.4234
-0.9527
-0.8923
0.2136
-0.1332
-0.0588
0.9597
0.2847
-0.0736
0.7511
0.3666
-1.0385
0.1673
1.5322
-1.5138
0.6925
-1.3765
0.2955
1.1802
1.9869
-0.7198
-0.0023
-0.2405
-1.0236
-0.0841
-0.4339
-0.3423
0.1682
0.9365
-0.0553
-0.6927
-0.0281
0.3767
-0.8774
1.5715
0.0064
-1.3653
-0.0998
0.769
-0.1097
1.3007
-0.5232
-0.4124
0.4597
0.8975
-0.6161
0.4894
0.241
-0.1459
2.1907
1.8055
-0.817
0.2578
0.3982
-0.0215
0.0226
1.3487
-1.0828
-0.2706
0.4196
-0.2893
0.3169
-0.261
1.7373
-0.4073
-0.8921
-0.1637
0.1005
-0.6678
-0.7391
-0.0464
1.9444
0.3368
0.1333
-0.1564
-0.2979
-0.2438
0.31
-0.4744
258.333333
0
3,103
58.55
BREAST CONSERVING
Breast Cancer
Breast Invasive Ductal Carcinoma
High
0
LumB
2
Positve
Positive
3
GAIN
Positive
Ductal/NST
1
Post
5
Left
0
4.03
IDC
Negative
1
HER2+
15
1
Died of Disease
-1.07
1.5118
-0.9483
0.7562
0.7632
-1.2973
0.7702
-1.0307
0.0719
0.047
-0.111
-0.0742
-0.03
1.0824
0.6132
0.3741
1.4834
-0.2677
1.523
-1.8728
0.2898
-0.0552
-0.3516
-0.2719
1.1601
0.0226
0.0723
0.3541
0.2891
-0.0615
1.1094
0.9487
0.0875
0.1513
1.003
-1.0684
0.1543
-0.2827
-0.7296
0.0796
0.0595
-0.3366
-0.4356
0.8331
1.2704
-0.5229
1.4868
-0.2449
-0.6375
-0.2049
0.5789
-0.7315
-0.3553
-0.9451
0.2373
-0.4384
0.3508
0.2562
0.5101
-0.3205
2.4401
-0.0095
1.1449
-0.3328
-0.0481
0.0403
2.5464
-1.0673
-0.5982
-0.5512
-0.2255
-0.5113
-1.0118
-0.1672
1.9026
0.4884
-1.0316
-1.0149
1.5326
-0.3669
-0.3298
1.4149
0.1799
1.8409
0.4102
-0.1575
-0.545
0.7153
-0.3739
-0.0226
0.8495
1.031
-1.0308
-0.0405
-1.4576
0.2686
-0.3119
-0.2382
-0.3139
-0.4626
0.8444
0.478
-2.0535
0.9665
0.2858
-0.3634
0.508
0.8356
1.2817
-0.0492
-1.1152
1.3663
-0.2314
0.954
2.1291
0.0361
0.4239
0.4478
-0.4673
0.2911
1.288
-0.0527
-0.4182
1.814
-0.148
1.0233
-0.7406
0.3887
0.3859
-0.2584
-0.6105
0.0613
0.2024
-0.7657
1.3766
0.0519
-0.7033
0.0897
-0.2689
1.7562
0.0699
-0.2362
-0.3074
1.384
-0.1257
0.0904
-0.8583
0.0135
0.4182
-0.6929
-0.6278
-0.3816
-0.375
0.414
-0.4256
0.7784
2.6838
1.4319
-2.2417
0.5824
1.4459
0.3323
0.8448
-0.6856
-1.3187
0.4399
-0.5627
0.1852
-0.5505
0.1066
1.2512
0.2968
1.4669
0.0451
-0.0834
0.0836
0.7004
-0.8768
0.6557
-0.2117
-0.3199
0.534
-0.3988
1.7899
-0.2293
-0.7653
0.832
-0.3417
-0.5865
-0.6352
0.0757
-0.2162
-0.8078
-0.0675
-0.4761
0.0497
1.574
-0.4243
-0.2226
0.6605
0.4605
-0.6854
0.1846
0.456
1.9374
-0.8481
1.0218
-0.7411
1.6153
0.8805
0.4833
-0.4394
-0.9504
-0.6621
0.3575
-0.0285
-1.5589
-0.2257
1.2014
-1.0926
-0.3555
2.1052
0.9301
-0.5761
0.8892
-1.2918
-1.0466
-0.3701
-0.0465
-0.6965
1.3541
1.1668
1.2615
-0.242
-0.5365
1.2565
-0.5095
0.5125
-0.6243
0.3539
0.1261
1.0255
-0.0075
-0.6896
-0.1525
0.3902
-0.5515
-1.0091
-0.2091
-0.0072
0.3629
0.9891
0.1446
0.3124
-1.463
-0.1639
-0.3836
0.7101
0.717
0.8799
-0.3496
-0.3877
0.1145
-1.2107
-0.6739
0.0945
1.1229
0.83
0.8108
-0.8233
-0.0653
-0.095
-0.798
0.9203
0.521
0.2785
-0.2356
-0.29
-0.0899
0.5623
-0.1156
-0.3706
-0.6299
0.5341
0.1078
-0.7349
1.2739
-1.3893
0.1157
-1.0504
-0.7653
-0.0675
-0.5802
0.0256
0.427
0.2505
-1.0973
1.4961
-0.9895
0.9216
-0.3377
-0.4364
-1.1281
-0.503
0.2446
0.4219
-0.6523
0.2762
0.2276
0.782
0.2055
-0.0028
-0.6902
-1.4971
1.0299
0.4962
-0.7134
-0.0741
0.5002
0.9941
-0.2138
0.4931
0.4911
0.4018
0.2917
0.9934
-0.9741
1.1967
0.6753
1.7357
-0.1961
1.481
0.1697
1.2191
-0.0287
0.3992
-1.5372
-0.972
-0.7894
0.6781
-1.0822
0.2726
-1.5173
-0.0389
-0.7471
0.2978
-0.5081
0.7949
-0.4206
-1.7979
0.5013
-0.5516
-0.0577
0.2625
0.7768
0.2435
-0.8667
0.6327
0.4954
-0.8353
1.2613
-0.0886
-0.9359
-0.3473
-0.9844
-0.882
-1.0092
0.2118
-0.6301
-0.7499
-0.8241
0.3591
0.8233
0.8373
-0.0091
-0.8636
-0.9555
-0.2253
0.5211
0.0023
1.675
-0.3627
1.3158
0.4341
0.6439
-2.0653
-0.4514
-0.092
-0.1951
-0.6317
-1.3112
0.1597
-0.2844
0.5176
0.7133
-0.6344
0.326
-0.6269
1.2269
0.1805
-0.114
-0.1369
-1.0858
1.2637
-0.0986
-0.8358
-0.4884
0.0617
0.2412
0.3984
0.4306
0.5651
-0.1979
-0.6195
-0.2844
0.8148
0.6868
-0.3835
-0.2073
-0.6664
0.3391
-0.5692
-0.4244
0.4088
-0.8788
0.5366
-0.9294
0.7642
0.9378
-0.0323
-0.7955
-0.7603
-0.9521
-0.7701
-0.3787
-0.2435
-0.4911
-1.0683
-0.715
-0.5643
-1.9727
-0.8464
-0.4967
-0.9285
1.0391
-0.7864
0.1081
-0.4337
1.7966
1.26
-0.2289
0.1329
-0.0742
-0.2347
-0.9705
-0.6913
-1.4742
-0.7482
1.3828
-0.4696
-0.1076
-0.6286
-0.1426
0.1181
0.5099
0.9934
-0.3197
-0.3277
2.3218
1.8944
1.2209
-0.2803
-0.9598
1.0681
-0.5398
-0.9397
-0.0184
-1.269
0.2056
-0.5993
-1.583
1.4678
-0.9259
-0.009
0.1409
-0.3788
0.3988
-0.4614
0.7201
28.733333
1
3,104
28.96
MASTECTOMY
Breast Cancer
Breast Invasive Ductal Carcinoma
Moderate
0
LumA
2
Positve
Positive
2
GAIN
Positive
Ductal/NST
0
Pre
5
Right
0
3.04
IDC
Negative
1
ER+/HER2- High Prolif
20
1
Died of Disease
0.1981
0.3484
-1.1509
-0.1224
-0.1633
-0.0027
1.8878
-0.3341
0.1003
0.1534
1.4395
0.9951
-0.9005
0.3646
-0.6921
0.3378
1.858
-0.0889
-0.1669
1.1111
-0.2275
0.3793
0.4216
-0.0737
1.4459
0.3548
0.0488
0.3302
0.2406
1.4089
0.5862
-0.575
-1.3634
-0.344
-0.3164
0.4691
0.8116
0.7021
-0.1822
0.2096
-1.2555
-0.1866
-0.9746
0.3237
0.72
0.5987
2.3472
-0.1194
-2.0242
-1.1835
-0.477
0.7116
0.1207
1.2712
0.0924
0.0024
0.3766
-0.6729
0.9093
0.3164
0.8088
-0.0931
2.333
-0.1935
0.2965
0.1927
0.0882
-0.4755
-0.2859
-0.0587
0.1791
-1.0667
-0.5824
0.3063
0.7994
-0.5144
2.2101
-0.0883
-0.6495
-0.6684
1.7222
1.365
-0.824
0.3862
0.9454
0.1314
0.0456
0.2632
0.7089
0.2267
-0.2453
1.2855
-0.3152
-0.0063
0.2074
0.7747
0.7094
-0.2943
-1.2828
-0.8104
-0.651
-0.0799
0.512
0.7554
2.3733
4.0565
-0.2218
0.471
0.1032
-0.2652
-0.8865
1.1
0.7856
0.1602
1.6267
0.1379
0.9255
0.1827
0.9097
-1.1115
0.6067
3.1153
0.0656
1.0969
-0.9849
0.1175
-0.4101
-0.3375
0.2971
-0.4051
-0.2072
-0.2709
0.1671
-0.9652
-0.355
1.4581
-0.4971
1.3059
0.4557
-0.1806
0.0414
-0.3355
-0.4724
-1.3275
-1.4152
-0.5474
-0.8798
0.2881
-0.1975
-0.7523
0.1614
-1.4011
-0.5637
-0.2469
-0.4323
-0.0558
1.5429
1.0566
0.3369
0.406
0.4291
0.2572
0.2254
-0.9732
0.376
-0.6024
0.4094
-0.1139
0.0117
-0.5626
-0.8069
-1.0079
2.8134
0.6261
0.9566
-0.3263
0.0669
0.0577
-1.1653
0.7834
0.3738
-1.1769
0.4857
-0.6337
-0.9293
0.3652
-1.1975
-0.4498
0.2603
0.9388
1.0767
-0.6374
-1.5133
-1.2602
-1.1164
-0.2325
1.4494
-0.3813
-0.7756
-0.8284
0.2416
0.3888
1.0025
0.2513
-0.9213
0.1681
-0.2878
-0.4786
-1.2123
0.4757
1.2573
0.0698
0.1863
-0.5696
-1.7002
-1.5362
-1.4546
-1.2935
2.7536
-0.633
-0.2754
0.3274
0.462
0.9521
-1.7663
0.7804
-0.3762
0.5223
0.3559
0.2959
1.5518
0.2176
0.0649
-0.9519
-0.5933
0.5788
0.0257
1.6406
-0.5884
0.3197
0.5517
0.1392
-0.4654
0.3369
-0.659
-1.7582
0.9088
-0.2861
0.0844
0.1369
1.2285
0.4201
0.6399
0.8459
-0.695
0.3741
-0.1937
0.961
0.8015
-0.3888
-0.2354
1.1447
0.5367
-0.2698
-0.3632
0.1097
0.7809
-0.2438
-0.4146
-0.212
1.4861
0.3189
-0.7994
2.6938
0.5435
0.1211
0.4863
1.2031
-1.8905
0.4788
0.6074
-0.1093
-0.2768
-0.6408
0.6174
-1.023
-0.965
-0.5276
0.2863
1.2051
0.0244
0.4556
-0.3165
-0.062
-0.1249
0.4517
-0.3598
-1.0886
0.0817
-1.1291
-0.9333
0.2704
0.0641
0.5653
-1.2763
0.0789
0.544
1.2839
-1.0118
0.1492
0.0388
0.5458
-1.263
-2.0008
2.3562
0.2061
-1.3605
-0.3238
-0.3238
1.358
-0.1716
-0.1549
0.1103
0.3682
0.786
-0.6944
-0.113
-0.3784
1.2954
0.5699
0.5153
-0.9919
-0.4985
-0.0062
1.2946
0.3487
-2.1174
-0.3906
-0.4657
-0.1593
-0.7369
0.4574
0.8291
-0.2001
0.5099
-0.4482
-0.3469
0.3977
-0.6376
-0.5419
-0.5493
-1.1211
0.7362
1.7319
1.2093
-0.1287
-1.1923
-0.5149
0.6605
0.5086
0.3948
0.0958
1.0168
-0.9446
-0.4236
0.6116
-0.0619
2.9208
-1.2799
1.2076
-0.7175
1.3926
-1.0901
-0.1243
0.1314
0.5042
0.5307
-1.2279
-0.6194
-0.9344
-1.0717
0.5449
-0.2316
1.0349
1.2171
-1.0182
-0.0643
0.3456
-1.2371
1.9225
-0.5464
-0.4926
-0.9979
-0.3735
-0.955
-0.7631
0.1275
-0.2122
0.0999
0.093
1.627
0.2376
-0.6868
-0.2951
1.5335
-0.164
1.1282
-0.6052
0.2752
-0.1916
0.2927
1.6413
0.1236
0.9472
-0.4584
-0.9331
0.5683
-0.0557
-1.1954
-0.6908
0.6417
-1.4235
1.1657
0.0519
0.9901
-1.0131
-0.6323
0.5281
0.4695
-0.9188
-0.5595
0.0401
-0.4674
0.8404
-0.1641
-0.5447
-0.2906
0.157
0.399
-0.0751
-0.7883
0.348
-0.2076
-0.3792
-0.3782
0.2727
1.0128
-0.2452
1.0645
0.0475
-0.9767
-1.0012
-1.8096
-1.2743
-0.7387
0.5854
1.5114
0.1652
-1.139
0.3503
1.7342
-0.8622
0.8165
0.7183
0.478
-0.3427
0.4653
-0.0366
1.6394
0.4558
-0.1134
-0.0816
-0.1476
1.7198
-0.8108
0.4241
-0.4207
-0.3912
0.2976
-0.8784
-0.6469
0.8639
0.0092
0.2225
0.5397
-0.9151
0.8324
-0.3564
-0.6252
75.366667
1
3,105
48.34
MASTECTOMY
Breast Cancer
Breast Invasive Ductal Carcinoma
High
0
LumA
2
Positve
Positive
1
NEUTRAL
Negative
Tubular/ cribriform
1
Pre
3
Left
2
3.054
IDC
Positive
0
ER+/HER2- Low Prolif
27
2
Living
-0.1759
1.1419
-0.2809
0.3056
1.2231
0.5893
-0.6391
-0.4062
0.4504
0.437
-0.2198
-0.6572
1.6082
0.4115
-0.7765
-0.0757
-0.6214
-0.3035
0.9218
1.4792
-0.722
-0.5118
-0.7595
-0.4618
-0.9528
-0.9816
0.1288
-1.1614
-0.5288
-0.2338
-0.4577
-0.1357
-1.0426
-0.5955
-1.3045
-0.4121
1.4025
-0.7345
0.9526
-0.951
-0.2018
-0.8493
-0.5853
-0.6102
-0.062
-0.1973
1.539
0.5985
-0.8101
-1.442
-0.9421
1.6794
2.5581
1.706
0.1791
1.5988
1.2573
-0.0872
0.279
0.5918
-0.2608
-0.8823
0.8792
0.3953
-0.4873
0.2858
-0.6127
0.3125
0.2503
-1.1097
0.467
0.6615
0.15
-0.6842
-0.783
0.1478
-0.7518
-0.1329
0.4527
-1.8965
-0.1902
-0.4434
-1.211
0.38
-0.0502
-0.6938
-0.2433
0.4989
0.5552
-0.5768
1.568
-0.0501
-1.0533
-0.1204
-0.6619
1.0393
1.4652
-0.1493
-0.1031
-0.16
0.3354
1.4494
-0.1072
-0.1797
-0.4842
0.3611
-0.3869
-0.1814
1.3106
-0.5766
-1.7144
-0.529
0.6923
-0.4773
0.2151
-0.12
1.679
-0.4567
-0.2962
0.4023
-0.8668
0.0736
-0.0237
0.3098
-1.0587
-1.7077
-0.1331
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2.1016
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0.847
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0.4969
0.0671
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0.2801
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0.1706
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-0.5112
2.8652
-1.0678
-0.8433
1.1738
-0.8334
0.2221
0.3375
0.186
-0.329
-0.1436
0.9165
0.5273
-1.043
1.0451
2.2604
7.1304
-0.1175
0.2254
-1.2334
3.0384
0.3338
-0.0912
1.7533
2.9371
-0.4694
0.0459
0.3864
1.1491
2.0505
-0.145
-0.1225
0.579
-0.993
-0.4283
0.5103
0.1488
0.9538
0.395
-1.2592
-0.0032
0.1162
1.8
-0.1102
-0.0307
1.6075
0.9048
-0.7797
0.1419
-0.1916
1.3987
-0.1904
1.4365
0.1174
-0.6338
0.5888
-0.6365
-0.3113
-0.3327
-0.8475
-0.4416
3.6321
0.798
0.724
-0.2971
1.7095
-0.3969
0.6431
1.1196
0.5293
0.6645
-0.7869
0.3609
0.3114
-0.194
-0.2548
-1.22
0.5564
-0.6134
0.8444
0.6982
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1.0791
-1.0424
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0.6119
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-1.5055
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0.1398
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0.2594
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-0.8278
0.0239
1.0345
0.0749
1.1831
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0.2623
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0.4138
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0.0968
1.5278
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-1.3494
-0.0979
0.0248
0.2687
0.0015
0.9108
2.6397
2.1566
1.3525
0.662
1.7049
0.5493
-0.9767
0.4893
0.9372
-0.3732
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-0.1744
0.4149
1.8212
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1.6201
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0.9978
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0.4126
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0.003
0.4903
1.5569
-0.5725
-0.0011
1.4313
0.1986
0.1883
2.4134
-0.1618
0.6723
-1.4861
-0.0743
0.6291
0.0572
-1.2185
-0.5246
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0.0114
0.8784
1.6531
-0.3442
1.3128
-0.6815
-0.5415
0.1452
0.6272
1.6709
0.5552
0.244
1.2611
-0.8473
-1.1051
2.2271
1.0172
-0.3396
0.23
-0.3296
0.1846
1.5111
0.1958
-0.0392
0.0561
0.2884
-0.5726
-0.3242
-0.1338
-0.4767
0.2458
-0.616
-0.4689
0.1915
0.0365
-0.3357
-0.0722
-1.029
-0.0152
-0.1393
-0.7746
0.2552
-0.0472
-1.2001
-0.2551
0.8044
-0.1264
-1.2098
-0.16
-0.0652
-1.2163
0.6592
-0.7552
0.6586
0.4517
0.6039
-0.5858
-0.5426
0.9936
0.102
-0.1226
-0.4789
0.9399
0.5084
4.4465
2.753
0.6572
0.9714
-0.2025
0.9609
0.1142
0.7431
0.3575
0.2719
0.0463
-1.1999
-0.984
1.0392
0.1789
-0.5517
-0.1084
-0.3157
-0.4058
1.012
-0.7847
-1.0112
0.2639
-0.6341
0.4645
0.6104
1.3014
1.0556
-0.0704
-0.5588
-1.1574
-0.2531
-1.0023
-0.7104
0.5186
0.7546
0.5598
-0.9496
-0.5804
-0.6722
-0.0533
0.4544
-0.2755
-0.2675
-0.7187
-0.6429
-0.4641
1.9675
0.6903
-0.7943
1.0522
0.6307
-0.954
-1.2761
-0.3982
-0.8497
-0.3754
-0.7323
0.072
0.6851
-1.4247
1.48
-0.8062
0.3746
1.0624
0.711
1.9648
-0.2997
-2.1803
-1.9628
1.993
-1.0593
-0.2798
0.0025
0.2073
-1.046
0.5018
0.0899
-0.7906
-1.1514
-1.709
-0.9066
0.4808
-0.2504
-1.4146
-0.0023
-0.3311
0.5135
1.0721
-0.4853
-0.6324
-0.7543
0.5621
0.091
-0.8735
2.5304
252.333333
0
3,110
61.07
BREAST CONSERVING
Breast Cancer
Breast Invasive Lobular Carcinoma
High
0
LumA
2
Positve
Positive
2
NEUTRAL
Negative
Lobular
1
Post
3
Right
2
4.032
ILC
Negative
1
ER+/HER2- Low Prolif
16
2
Living
-0.4733
0.6286
-1.1413
0.342
-0.3218
-0.4945
0.3785
-0.9643
-0.174
0.7165
0.5384
1.5849
-0.5357
-0.1445
-0.4784
-1.4557
-0.1039
-1.4678
-0.3064
-0.8837
0.0235
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-0.6131
-0.3872
0.1059
-0.8525
-0.3905
-1.4952
-0.3297
0.9571
-0.3107
-0.0752
-0.0024
-0.2184
0.4295
-0.8496
-0.2341
0.3957
0.2298
-0.7682
0.1624
-0.3122
-1.3173
0.1085
-0.1602
-2.2022
1.3288
-1.2547
0.5499
0.2865
0.633
-1.2334
1.0343
0.1839
-0.5288
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-0.9866
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1.1407
0.4879
0.4047
0.4428
1.52
-1.1472
0.6979
0.036
0.4872
0.518
0.4453
0.1004
0.5196
-1.3013
-1.4402
0.1361
1.1908
-0.1146
0.0105
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0.7998
0.2226
0.3182
0.8737
0.8298
1.4358
0.2198
0.0312
-0.2562
1.1644
1.6356
0.2441
-0.3902
0.7658
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1.1994
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1.179
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0.3171
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1.0681
1.0833
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1.1912
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0.5936
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0.0226
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0.7989
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0.0053
0.6605
0.2197
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0.9232
0.8489
0.1433
0.5091
-0.4764
-0.4978
0.3301
-0.2328
0.1544
0.1054
0.5498
-1.0888
1.7
-0.126
0.2451
1.0974
0.1682
0.4241
0.2522
0.3889
-0.4089
0.8689
1.5258
-0.7709
-1.1597
1.9804
-0.3896
-2.0597
0.8657
0.8884
-1.189
-1.6056
-0.0495
0.3085
-0.4729
0.585
-0.5475
-0.7633
0.0974
2.1552
0.4004
-0.2532
-1.2989
0.0764
0.8931
0.2384
0.248
-0.3452
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-0.5499
0.5447
-0.2838
-0.6062
1.8017
1.1432
0.8071
0.6158
0.0267
0.1502
2.792
0.4735
0.7552
-1.5542
-0.5065
1.9197
0.3228
1.4897
-0.4161
0.1462
0.3695
-0.6578
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1.4504
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0.4653
0.2413
1.9252
1.3575
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0.4259
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1.0676
0.5739
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0.8634
0.2845
0.4424
1.1758
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0.0708
-0.5921
-0.6213
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2.1106
0.3209
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0.5683
0.6217
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0.6959
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0.415
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0.4779
0.8009
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1.777
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1.133
0.9224
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0.9893
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0.4295
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0.0516
0.3966
0.9443
0.1516
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3.2426
0.6777
1.8266
0.129
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0.4608
0.2626
0.4363
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0.2945
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0.9016
0.2061
-0.9591
-0.4516
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0.1907
0.6994
-0.728
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0.7377
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0.6942
0.5524
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1.3716
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-0.4726
3.9383
0.7611
-0.0608
0.768
0.7106
-0.206
0.8554
-0.3984
0.5251
-0.7806
-0.5099
-0.2429
1.1333
-0.4985
0.1022
0.6388
-1.2929
-0.3414
0.2004
0.1988
0.621
-0.385
0.4496
-0.604
1.8139
1.6004
1.8421
1.0558
0.2938
-0.6745
0.8183
0.4484
0.7202
-1.7047
0.0399
-0.4181
-0.9746
-0.9916
0.7524
-0.6719
-1.2142
0.3349
0.1132
0.0207
-0.0408
-1.2306
-0.1466
-0.9381
0.6084
-0.8168
0.0543
0.4501
-0.9837
-0.566
0.0465
0.3839
0.866
-0.6499
0.6387
-0.6385
0.1659
0.6681
0.2364
0.3277
-0.2268
-0.1622
-0.1894
-0.9262
-0.6794
-0.7948
-0.143
-1.0559
-0.5682
-0.0126
-0.5347
1.0584
-1.0908
0.707
-0.6499
0.0648
0.1481
-0.3788
0.0455
-0.2576
-0.2127
0.7536
-0.6016
0.4941
0.3753
-0.9927
0.5359
-0.6505
-0.5171
0.0065
2.0206
0.4547
0.2611
-0.6749
-0.7122
0.1368
-0.0638
-0.21
-1.872
0.5887
2.5739
0.0803
-1.0563
-0.9528
-1.1521
1.4325
-0.401
0.3492
0.0008
-1.6386
1.0193
0.2841
0.3907
-0.3708
0.3403
0.6264
100.733333
0
3,121
63.06
BREAST CONSERVING
Breast Cancer
Breast Invasive Ductal Carcinoma
High
0
LumA
2
Positve
Positive
1
NEUTRAL
Negative
Ductal/NST
0
Post
3
Left
0
2.024
IDC
Positive
0
ER+/HER2- Low Prolif
12
1
Died of Other Causes
-0.1478
-0.1403
-0.9983
-0.3783
-0.0539
0.2654
-0.9292
-0.9726
-0.7879
0.792
-1.2395
-1.1571
2.1448
1.4945
0.1156
1.2766
0.7653
0.2901
-0.5008
1.146
0.8909
-0.0586
0.4538
0.1063
0.3516
0.4609
-0.8222
-0.6655
-0.62
0.1348
0.1772
-1.1438
-0.888
0.2231
-0.3973
0.4848
-0.8777
1.7914
1.0001
-1.0625
-0.7661
0.4065
-0.182
-1.0069
-1.4854
0.151
-1.2432
0.4724
-0.6449
-1.3058
-1.8441
0.5506
-0.5824
-0.4692
0.1447
-0.2761
-0.3724
0.2264
1.5167
2.119
-0.8651
2.2676
0.1024
0.0226
0.2336
-0.0123
-0.4043
-0.6945
0.409
-1.3326
-0.0533
-0.5159
-0.8559
-0.7447
-0.0611
0.1919
-0.5227
-1.5192
-1.4714
-0.3053
-1.01
-1.1615
-1.1543
0.8875
-1.1793
-0.4465
-0.0324
-0.8386
0.6888
-1.3985
-1.2686
-1.305
0.7851
0.4465
0.2384
-0.3337
0.2433
2.7849
-0.4778
0.1725
1.0059
1.3847
-1.5748
-1.0632
-1.1893
0.2311
-0.8202
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0.9808
-0.4208
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-0.4161
-0.6246
0.4111
0.7721
-2.5004
1.8959
-1.1497
-0.7042
1.0203
0.7509
-0.6317
1.8778
-0.0429
0.2593
-1.0252
1.7129
-0.8961
0.2467
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1.3438
1.1871
0.4026
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-1.3842
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1.6639
0.5272
-0.0549
0.1742
-0.1112
1.3557
-0.8102
-0.4209
-1.6077
-0.1476
-0.5438
2.5636
1.3519
-0.3602
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1.6793
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-0.4026
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-0.717
0.1533
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0.2199
1.6338
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0.9367
-1.6931
-0.4196
0.2541
0.4356
1.5753
0.3491
-0.03
0.2801
0.4866
1.4228
-0.4076
-0.4037
-1.4141
-0.1728
0.1776
0.3372
-1.7306
-0.8243
0.9945
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0.2741
-1.7338
-1.2689
-0.6191
-1.0647
-0.9331
0.2019
-0.7658
-0.5228
0.1717
-0.6729
-0.544
2.782
-0.4917
-0.8125
-0.4558
-0.5059
-1.7302
0.2212
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0.1561
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0.8751
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1.5171
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1.0716
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0.4799
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2.0788
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0.5256
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0.8423
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0.2401
-0.1082
-0.6059
0.6947
1.8106
-0.1219
0.3043
1.6582
0.4856
0.2846
-0.5367
1.7456
-0.5574
0.1559
-0.3982
-0.4903
0.2325
-0.0568
-1.2106
1.2169
-0.5565
0.5577
-1.0944
-0.0615
0.162
0.3611
-0.016
0.1455
-0.3289
-1.0384
0.5966
-0.3547
1.3779
-0.6302
-1.2104
-0.0824
0.6403
-1.2623
0.9577
-0.977
0.0233
2.1861
1.3871
-0.4535
-0.8871
-0.2136
0.5576
-1.0753
-0.3207
-0.4923
0.4875
0.0092
-0.3954
0.8944
0.6872
1.1592
0.2993
0.0582
0.1973
-0.5359
0.1083
0.2717
-0.6773
-0.71
-1.7469
0.3094
-0.244
0.7169
0.2469
-0.6151
-0.3743
-1.1988
0.3832
1.1474
0.6694
1.1588
1.2569
-0.9229
-0.5537
-0.1614
-0.769
0.0227
1.9155
0.5851
-0.0101
0.6675
-1.5741
-0.9004
-0.3047
0.2062
-0.2552
-0.6958
0.8557
-0.742
1.1281
1.0926
-1.2397
0.0174
0.8503
-0.4289
-0.0623
1.6036
-0.6354
-0.8064
-0.3902
2.0214
-0.1859
-1.0204
-0.2257
0.231
1.3123
-0.3012
131.333333
1
3,122
62.39
MASTECTOMY
Breast Cancer
Breast Invasive Ductal Carcinoma
High
0
Her2
2
Positve
Positive
3
GAIN
Negative
Ductal/NST
1
Post
9
Right
0
4.034
IDC
Negative
0
HER2+
17
1
Living
1.739
1.6262
-0.1021
-0.8819
0.2276
-1.4047
0.4917
1.559
-1.3774
-0.1978
-1.2489
0.3701
0.0549
1.5209
2.4027
0.5118
1.8594
1.3103
0.4342
-0.3593
-0.3581
0.5212
-1.6602
-0.3596
0.5117
2.3175
2.1259
1.5213
2.819
-0.7185
1.3021
-0.5256
-0.5665
-0.8423
-1.2571
0.6359
-1.938
0.3069
1.7957
1.727
2.362
-0.8323
0.1332
-0.8625
-0.3247
0.0764
-0.5765
0.1449
-0.3787
0.1164
-0.5519
-0.776
-1.0771
-1.1123
0.3623
-1.9326
2.1663
0.236
0.2865
-1.1011
2.7682
1.1045
-0.25
-0.5813
2.2196
-1.4101
1.0253
-0.9978
0.1698
1.1724
-1.1749
-0.1537
-0.6288
-0.0793
-1.2499
1.0115
0.6245
-0.6685
-1.1948
-0.5857
-1.4838
1.3434
0.4757
-0.6654
0.2848
-0.5529
0.5709
-1.6065
-0.5536
-0.1482
-0.1345
-0.1381
1.5004
1.0916
-0.2637
0.4995
-1.2561
-0.1231
-0.5963
-0.5163
-0.4686
0.2923
-1.3959
-0.0438
0.9497
-0.4683
-1.1474
1.7486
0.5505
-0.7002
0.0733
-0.2897
-0.2628
-0.9254
1.1878
-0.003
-0.3497
1.0714
0.7056
0.597
0.47
-0.6724
-1.7005
0.2103
1.4733
-1.0758
-0.6715
2.1053
0.5783
-0.0861
0.2579
2.267
-0.1501
-0.6601
-0.4896
0.6017
-2.0435
1.3692
0.8593
1.6339
1.1261
0.0479
1.9357
-0.6368
-0.4927
-0.0175
-0.2296
-0.7127
-1.148
-0.695
-1.1127
0.1793
0.5213
1.7653
1.0164
-0.2301
1.1024
0.2277
-0.3302
1.8163
0.366
-0.677
-0.5268
-0.1721
-0.7323
-0.3903
-0.6207
-0.1414
1.2796
1.2335
2.418
-0.2611
-1.5431
-0.1666
-1.0585
-1.3308
-0.6504
0.002
0.4544
0.1145
0.812
-0.4788
-0.7904
1.0369
1.2233
0.4391
0.9489
0.1156
-0.2579
0.1724
-0.3613
-2.697
0.5723
2.0115
0.5662
-0.3681
-0.5469
-0.7332
3.4697
-0.2125
1.5109
0.4629
0.1861
2.0762
1.7226
-0.0435
-0.0569
0.6712
-0.403
-0.479
-0.0939
-0.3514
-1.5439
-1.2957
-0.6749
0.8221
0.3674
-0.9187
-0.4229
-0.6715
-1.4484
-1.1133
0.198
1.035
-0.6968
-0.5238
-0.9586
-0.5006
0.6614
-0.944
-0.946
0.3474
-1.183
0.4107
-0.0141
1.534
-1.0786
0.0099
-0.8551
1.1885
0.1628
3.6528
-1.5548
-0.681
1.7231
0.1672
0.5005
-0.1647
-1.1982
1.5138
0.9834
1.1552
1.6849
-0.4919
1.2137
-1.1702
-0.6791
0.0441
1.5818
-1.0665
-0.7
-1.0627
0.1187
0.3386
-1.8237
0.1565
-1.1106
0.1371
-0.1465
-0.9638
1.3735
1.2695
0.416
-0.2141
-0.3562
-0.0719
2.0053
-0.4473
-0.3993
-0.1032
-0.6125
0.4256
-0.3497
-0.3922
-0.2626
-0.0309
-0.101
-0.9415
-0.202
-0.9514
-0.3988
0.6522
0.5384
-0.5223
-0.4665
-1.1401
-0.6452
-1.1876
-0.2231
0.4658
-0.7979
-0.3454
0.1459
-0.2929
0.1124
2.249
7.1722
0.6711
-0.6214
-1.3009
-1.2599
-0.0864
-1.1347
0.694
0.6606
-0.8473
-1.0205
1.2734
-0.2566
0.3076
1.2171
0.7837
-0.04
0.0417
-0.3742
1.1755
-0.8563
-1.1646
1.0152
0.4828
-0.5678
0.1894
-0.2883
-0.4428
-1.7452
-0.0806
-0.9388
-0.2518
-0.4242
2.1161
-0.0114
0.2022
-2.3242
0.6975
-0.8228
-0.5042
-1.0971
-0.6052
-0.2888
-1.4961
-0.169
-0.9297
1.2047
3.3535
1.3951
3.5305
-0.5019
-1.0481
-0.454
-1.1957
1.0334
-0.4862
0.2086
0.1006
0.4788
-0.1591
-1.9053
1.0665
-0.4618
1.9344
-1.4687
0.3447
0.6261
-0.4932
2.5995
0.6398
-0.5818
-0.0604
-0.9398
-0.4546
0.6739
-0.4763
0.3414
-0.4636
0.9246
-1.4535
-1.7244
-1.1187
0.7676
-0.2021
0.7397
1.2011
-0.8274
0.465
-1.3207
-0.6112
0.1219
-0.1715
2.4012
0.0918
0.8336
-1.0677
0.402
-0.3325
0.91
-0.0676
-0.0596
0.0361
2.9152
2.8105
-0.953
-0.2916
-1.3398
0.304
-0.3465
0.9993
-1.1172
0.1774
2.0658
-0.0939
0.1231
-0.294
0.1122
0.3493
-1.6104
2.1768
-0.4717
0.3427
-0.649
-0.6728
-0.8705
-0.6655
-0.6876
-0.2082
1.0125
-0.1877
2.5397
-1.1143
0.3883
-1.1618
-0.6245
0.7335
-0.6417
-1.1013
-0.8156
0.9022
-0.7376
0.421
2.0081
0.2753
2.4036
0.2797
0.7497
-1.2914
-0.8305
1.9343
-1.0305
-0.8529
0.3178
1.9491
-2.7402
-0.1153
-0.9322
-0.5252
-1.37
-0.2077
0.5916
-0.671
3.5055
2.1399
-0.0305
1.5309
-1.2248
-0.543
-0.9344
1.4287
-0.3668
-0.7336
-1.0925
-0.4559
3.7087
2.7593
-0.2819
1.2125
0.8971
-2.5656
0.369
0.5011
0.3417
257.766667
0
3,123
50.26
MASTECTOMY
Breast Cancer
Breast Invasive Ductal Carcinoma
Moderate
1
Basal
2
Negative
Negative
3
GAIN
Negative
Ductal/NST
0
Post
9
Right
4
6.044
IDC
Negative
1
ER-/HER2-
22
3
Living
0.1449
0.806
-1.0308
-0.8681
0.7405
1.404
1.0832
0.5856
0.0208
0.6257
-0.7786
0.1694
-2.0057
1.3412
1.7051
-0.6381
1.8337
-0.0598
-0.958
-0.924
-0.3518
0.4701
-0.6249
-0.2032
1.8046
1.654
2.1668
0.8437
1.1318
-0.2945
2.03
0.5854
3.3012
2.3526
-0.646
1.8977
-0.4856
0.1235
0.7802
-0.0756
2.0389
0.8303
2.2699
0.902
1.3179
1.0875
1.9947
-0.0138
-1.0467
0.7083
1.1384
-0.7853
-0.3988
-1.259
-0.1242
0.5636
0.0573
1.2356
1.1297
-1.4048
-1.391
-0.0108
2.1861
-1.0537
1.2912
0.6453
1.3546
0.4018
-0.4729
1.2884
-0.1211
1.2454
0.0854
-0.6849
-0.0444
1.8761
-0.7506
-0.5096
-1.5704
-1.7756
-1.5267
0.6427
-1.7358
-1.8831
-0.5386
0.295
-2.0444
-0.6945
0.1576
1.4974
-1.3166
-0.0432
-0.0239
-0.7243
-0.6043
0.2895
0.4685
0.0823
2.3404
-0.137
0.0061
0.634
-1.3449
-0.1162
-1.7988
-0.0901
1.3021
0.7401
0.548
-2.2715
0.4493
-0.2731
-0.3591
-1.2193
-0.5377
1.0812
0.9214
-0.7172
-0.615
1.2782
1.1432
-2.0614
-1.5459
-0.5243
0.0353
0.1425
2.031
-0.266
0.4765
1.4079
0.1705
3.9892
0.4632
-0.8258
-1.1803
1.1512
0.4912
1.0144
0.1175
-0.5309
-0.2915
0.8785
0.7066
0.4086
-0.3474
2.636
-0.5121
-0.0656
-1.6088
0.2846
-0.4765
0.1189
1.3939
1.3541
0.6052
-0.1278
0.9127
-0.5771
-0.0837
2.1846
-0.1579
0.0714
0.18
-0.7462
0.3067
-0.2734
-0.6173
1.6036
0.7704
-0.6922
1.8282
1.2358
1.4983
-0.7515
-1.8968
-0.3289
0.2542
0.7359
-0.1691
1.0736
-0.0578
-0.6201
-1.0314
-0.2844
1.1335
-0.3045
0.301
-0.0618
-0.9986
-2.0341
-0.4116
-1.2597
-0.3214
-0.6958
0.6231
0.6266
-2.168
0.7622
0.1661
-0.923
1.5164
-1.2318
0.659
-0.6983
2.7815
-0.1666
-0.4557
2.4852
0.7548
1.697
-0.0231
-0.607
2.3751
-0.7945
-0.3879
0.3496
0.251
-0.8316
-0.4514
-0.6862
0.3995
-0.7371
0.9429
0.3077
0.5086
-1.5159
-1.075
-0.6147
-0.4292
-0.651
-0.4511
0.2503
-0.5789
-1.056
1.2525
0.043
-1.5449
1.5335
0.0349
1.8274
0.5947
1.1971
-0.8074
0.2213
0.6986
0.3807
-0.7249
-0.4592
-1.3194
0.5417
0.0371
0.9917
0.4131
-0.4638
-0.6481
-0.4906
1.3781
-0.0385
1.72
-0.3069
0.1979
-1.1702
-0.5321
-0.1346
1.8725
2.0298
-0.6516
0.4548
-0.1848
-0.3163
0.6608
-0.8619
2.1023
-0.657
-0.6647
-0.003
2.933
-0.647
0.4953
1.0541
-2.2316
-0.8932
-0.6916
-1.0732
-1.1636
-0.5638
0.7595
0.3402
-1.0488
-0.7064
-1.2366
-0.0056
1.527
0.746
-0.7384
-1.3351
0.5045
-0.3315
1.3862
0.4409
2.5139
-0.7059
-1.5809
-0.3395
-0.0822
-1.0572
1.8813
1.2982
1.4371
-0.6788
-0.0333
-0.23
12.7286
-0.6241
-1.6687
1.2199
-0.9577
0.4617
0.2029
0.3185
0.6787
0.7112
-0.6564
-1.6043
-0.802
0.7765
0.0658
-0.3703
-0.0312
0.6206
-0.8275
0.4933
0.7821
-0.1251
-0.4243
-0.9405
1.3282
-0.0066
0.0325
-0.6108
-0.4576
0.8657
-0.308
0.7687
-0.6715
-1.1468
0.6314
-0.2888
0.9191
-0.5003
-1.8896
0.58
0.2229
1.3084
1.8813
-0.1845
-1.1783
0.1213
-1.1489
-0.9507
-1.8704
-1.1248
-0.091
0.3523
-0.1683
-0.0614
-0.4982
-0.4839
0.873
1.846
-2.311
-0.6428
0.0084
1.0592
0.6937
-0.8293
-1.129
-0.8121
-1.3204
-0.4929
2.9907
-0.9618
0.9707
-1.5802
0.4912
-1.2896
-0.9605
-0.8305
1.569
0.3092
-0.6644
1.0857
-0.6093
-0.141
0.8521
0.0178
-0.1403
-0.4537
0.8798
-0.3691
-1.0999
0.3229
-0.4878
-0.178
-1.7328
-0.0669
0.6778
0.4209
-0.8536
0.6525
-1.4506
0.7333
0.0168
0.1069
-0.737
-0.1497
-0.4973
1.5635
-0.5405
1.0551
3.6719
-1.0871
-0.2389
-0.2207
-0.537
0.195
-1.4881
1.1956
0.7256
-0.7019
-0.8401
-1.0187
-0.6856
0.0334
-1.8337
-0.1963
2.3242
-0.4295
-1.7877
0.8294
-2.5414
-0.5652
-0.5232
-1.2469
-0.8313
-0.3259
-0.2612
0.6237
1.7166
-0.608
0.6751
-0.8855
1.9662
-0.3603
-0.4753
0.8239
-0.0488
-1.1922
-0.4693
0.0468
-1.233
0.2402
0.5875
-0.2781
-2.5118
2.6012
0.4001
-1.8947
-0.2748
1.0474
0.027
1.0031
-0.816
-0.4223
-0.7148
0.3392
-0.3316
0.6812
1.6375
0.0648
0.1409
0.1985
-0.8589
0.1307
-0.8846
-0.6726
-0.375
0.0518
-0.4457
167.433333
0
3,153
42.17
MASTECTOMY
Breast Cancer
Breast Invasive Ductal Carcinoma
null
1
Basal
2
Negative
Negative
3
NEUTRAL
Negative
Ductal/NST
0
Pre
10
Right
1
5.032
IDC
Negative
1
ER-/HER2-
16
2
Living
1.2964
2.1301
-1.3255
-0.6956
-0.634
1.1801
0.8639
0.0582
0.0347
1.3977
0.8277
1.1177
-1.2421
0.4749
0.4357
-1.1477
1.022
-1.1759
1.1563
0.8572
-1.0733
1.1466
-0.8296
-0.0901
0.3445
3.3666
3.0292
0.3565
0.5267
-1.6563
0.9873
-0.4554
-0.9416
1.7601
-0.1189
-1.1222
0.1367
-0.5937
1.8146
1.5391
1.5452
4.0013
-1.2988
-0.1949
0.8095
-0.461
1.6567
-1.947
-0.4104
2.298
2.7604
-1.1068
2.3385
0.6057
-0.7312
-0.376
-2.0705
-0.2123
1.6571
-1.3167
0.5048
0.975
0.2452
0.7202
2.0588
1.0705
3.2979
-0.3893
2.2364
1.7967
0.336
-0.5977
-1.4291
0.7575
0.9319
1.8448
-0.2895
0.9263
-0.5541
-0.0094
-1.0163
-0.2363
-0.2495
-0.996
-0.6784
-0.733
0.2004
-1.0794
1.1043
0.3442
0.2853
0.8928
-1.6791
0.1771
-0.0254
-1.1661
0.8134
-0.3551
-1.2308
-0.8394
-0.6817
-0.5051
0.8734
2.8652
0.7665
1.5235
-1.049
-0.929
0.3747
0.047
1.7945
-0.1311
-1.1952
-0.2205
0.8334
2.1761
-0.7953
0.4523
0.7643
-1.2609
0.9484
-2.744
-1.6092
-0.5065
-0.6399
1.4102
-0.4992
0.0281
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0.0298
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3.4116
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0.9157
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1.5211
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0.0414
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-1.25
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0.3373
0.8659
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0.4582
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0.7454
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-1.7892
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-1.169
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-0.9628
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-1.0294
1.9818
-0.4566
0.0763
0.425
-0.1766
2.0807
-0.1493
-0.4025
-2.0079
1.5056
-0.7862
1.495
-0.842
0.3598
1.1761
0.8731
-1.1782
-1.3795
-1.1146
2.1676
1.4834
-2.5353
-1.5453
-0.0499
-0.6773
0.6086
0.6314
0.5103
-0.1537
-1.6226
0.8937
-0.3241
-1.1364
1.452
1.1722
-1.4903
-0.9397
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0.8264
0.1142
0.7607
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1.1785
1.7126
-0.1032
-1.2505
1.3916
-0.749
1.7763
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0.0705
0.1416
0.2217
0.4238
-1.1842
0.6183
0.366
1.0912
2.8142
0.0061
1.3702
-0.8942
-0.2707
-0.0924
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1.8135
5.1608
0.1584
2.4609
-0.1894
0.7222
0.3525
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0.3529
0.5037
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1.4111
0.0416
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0.2909
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0.3076
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0.6582
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0.8904
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1.0453
0.5892
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0.5943
0.8469
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0.2092
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0.7328
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0.867
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0.5031
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1.6522
0.7605
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0.0779
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1.6168
0.4487
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0.4027
0.0008
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5.2032
0.9203
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0.0312
1.5165
0.2292
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0.3461
1.3011
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1.518
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0.9245
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0.1131
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0.4419
4.6175
0.1918
-1.1982
0.9985
-3.0818
0.0415
0.0516
0.2636
0.2893
1.0248
1.3798
-0.3325
-0.2692
-0.2304
-1.8026
-0.3546
0.2647
-0.1907
-1.1598
3.8769
-0.3731
-0.7026
-0.0369
1.0428
-0.1307
-0.4051
-0.1708
0.6806
0.4715
-1.7672
0.5874
2.4171
0.3096
0.7192
0.8478
0.6803
-0.5995
-1.2011
-0.0595
-0.9549
-1.4676
-0.0713
-0.1204
0.7441
-1.1361
-0.8369
-0.2644
-1.0845
-0.6115
0.0717
-1.0026
2.0465
0.493
0.0621
-0.9643
0.0561
-1.3254
-0.8518
0.3426
-0.1446
0.153
0.2443
-0.8429
2.0015
-1.7454
-0.8459
-1.0842
-1.2737
0.3173
0.2682
0.706
0.2192
-0.492
0.8617
-1.3381
-0.7297
-0.844
-0.1749
-0.6153
0.7475
-1.7477
-0.8494
2.2388
-0.394
-0.0425
0.3621
-0.0225
0.3917
1.2071
-0.1653
-1.1893
-1.7106
3.7524
1.2034
2.5027
-0.5747
-0.2664
-0.554
0.3303
-1.2577
-0.6695
-0.3112
-0.3449
0.5679
0.1184
0.5634
0.3473
1.7321
0.5701
3.0275
1.4346
0.7735
2.0215
-1.1382
-2.4036
-1.1492
0.7413
2.1597
2.9444
1.1242
-1.3946
0.2576
-2.5157
5.582
0.3265
0.9332
-1.3441
-0.3984
-0.8012
-1.4205
-0.4705
-0.6935
-0.7211
-1.7635
0.2321
-0.8978
-0.8263
1.6966
-2.0954
-0.175
-0.8437
1.1615
1.0713
-0.2061
-0.3279
-0.6075
-0.0765
0.4433
-0.4788
-0.0203
1.4071
227.933333
0
3,165
59.78
BREAST CONSERVING
Breast Cancer
Breast Invasive Ductal Carcinoma
Moderate
1
Basal
2
Negative
Positive
3
LOSS
Negative
Ductal/NST
0
Post
1
Left
1
5.056
IDC
Negative
1
ER-/HER2-
28
2
Living
-1.7297
1.0805
-0.9978
-0.2888
-1.8166
1.1059
-0.2219
2.2594
-1.3638
0.4336
-1.782
1.5586
-0.8796
2.6123
3.039
0.8338
1.847
1.566
0.0073
0.5746
-1.4201
1.2406
-0.1286
0.022
1.0038
2.0643
1.9133
2.0441
2.125
-2.3884
2.7012
-1.5526
-1.2689
3.2248
-0.2515
-0.8678
0.622
0.3174
1.1244
2.3454
0.6291
-0.4365
-0.0028
-2.2471
2.8628
2.3161
-0.4742
0.1309
1.2073
0.1765
0.6844
-0.4244
-0.3877
-0.6838
-0.1966
-0.4457
-0.2298
4.2726
1.5247
-1.6623
-1.9683
1.0079
-0.7776
1.647
1.847
-0.7004
2.3065
-0.0244
-0.4267
0.1967
0.5718
0.8247
-1.141
-0.3283
0.4585
1.6328
-0.0716
0.4591
-0.8825
-1.9132
-1.5572
0.4848
1.729
-1.5144
1.2221
-0.4928
-1.384
-0.3696
1.2685
-0.8527
0.267
-0.3392
-1.4526
-0.6569
0.303
1.6127
0.5598
-0.0701
-0.8352
0.3181
3.1164
-0.9506
0.627
-0.7476
-0.1998
2.283
-0.1287
-0.729
0.4746
-0.5251
-0.4638
-0.7623
-1.9368
-1.4255
1.7872
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0.2752
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-1.0068
-0.623
0.5605
1.1512
-1.9221
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0.3697
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0.7262
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0.8022
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0.7796
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-1.4799
1.4723
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0.6602
0.0974
-0.7791
-2.5256
0.0431
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-1.7263
1.2529
0.0898
1.7264
-0.9071
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0.249
0.1948
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-1.244
-1.1961
-0.7281
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-0.2566
-0.716
1.2753
0.9623
0.0192
2.1332
-0.9018
-1.3541
-0.6433
0.9685
-1.0469
-0.679
0.5131
-0.4113
-0.9906
-0.2783
-0.5267
0.3183
-0.58
-1.1838
-1.2832
-1.3062
-0.047
1.4375
0.1161
-0.5542
0.1109
-1.2527
2.0836
-2.0888
-0.0556
0.2362
0.7722
0.5329
1.3159
0.6639
-1.68
0.5903
-0.0632
0.8754
0.4416
-0.4644
0.472
-0.4178
-0.8277
-1.0991
2.3319
0.0214
-1.3301
-0.4104
0.0143
-0.7401
-0.4455
-0.5485
-1.2614
1.314
-1.398
-0.7965
1.9679
-2.1836
0.2015
-0.2582
0.1224
-1.5244
-0.337
-0.8338
-1.4971
-1.2573
0.6396
-0.3369
0.4036
-0.4416
-1.3135
1.5451
1.1156
0.2828
-1.0881
2.2214
0.9133
0.5833
0.0715
-0.4972
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1.1195
0.9504
0.4013
0.7032
-0.977
-1.5047
1.9688
-0.6204
0.2037
1.8539
0.3086
-0.8789
-0.4411
-0.7548
0.8075
-0.5057
-1.4233
-1.3256
-1.0345
0.6124
0.2525
-2.1278
2.9763
1.3372
1.7801
-0.3774
0.0499
1.3528
0.1276
-0.6348
-0.0033
-0.9421
0.346
-1.6325
-0.2996
-0.1434
-0.19
-0.5854
-0.9409
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-0.8454
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-1.5569
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0.2057
1.2957
0.1512
1.5241
4.8195
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0.6805
0.2649
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0.6127
0.4409
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0.0594
0.8529
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-1.9497
-1.237
-0.3228
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0.3575
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0.4798
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0.2634
1.4234
0.6615
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0.3913
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-0.7217
0.6537
1.2009
1.2656
0.6938
-1.5258
-0.118
-0.6877
-1.2844
-0.514
0.0983
0.6697
1.3998
0.4483
-1.3221
-1.3175
0.4134
2.3803
1.4591
-0.7304
1.6551
-1.192
0.5436
0.3308
0.8629
0.3632
0.4348
-0.2339
-0.048
-1.3306
1.3369
2.036
-0.1323
-0.7715
1.0571
-1.0683
-1.3964
1.1896
-1.0307
-0.8059
-0.1751
3.0645
6.2386
2.1136
0.0363
-0.6746
1.5587
-0.1442
-1.4466
-0.2241
-1.2098
1.2439
2.7193
0.205
-0.274
0.7686
-0.8158
-1.7752
-1.3178
-0.3271
-0.2891
2.7866
-1.826
-0.1092
-0.0536
0.1207
0.002
-1.2479
0.6788
-0.4598
-0.8375
1.8959
0.5401
-0.1282
1.2931
0.0642
-0.8101
-0.8784
0.4482
0.411
-0.3655
-0.9888
0.5154
-0.2887
-0.4758
-0.349
-0.5691
-1.3227
-1.8645
2.0026
0.8007
-0.5748
-1.1025
-1.12
-0.2309
-0.5263
-0.2641
-0.3878
0.0024
4.0076
0.4675
2.2323
-0.012
-2.1224
1.3087
1.0157
1.4226
-0.2884
-0.5256
-1.3261
0.1326
0.577
-0.5044
1.2888
-1.1457
-0.4565
-0.1152
-0.794
1.2198
0.5591
-0.2742
0.3936
0.4608
-3.1306
2.4334
-0.6417
-1.6584
-2.3205
-0.5841
0.4614
-1.5477
1.8169
0.4948
0.1018
-1.3191
-0.5378
-1.7875
0.4957
0.679
-0.226
0.9092
-0.471
-0.2409
-0.0574
-0.138
0.5114
-0.6734
-0.3787
-1.8499
-0.4787
0.4352
0.0419
221.233333
0
3,167
66.76
MASTECTOMY
Breast Cancer
Breast Invasive Ductal Carcinoma
Moderate
0
LumA
2
Positve
Positive
2
GAIN
Negative
Ductal/NST
1
Post
8
Left
1
4.032
IDC
Positive
1
ER+/HER2- High Prolif
16
1
Living
1.1481
2.1417
1.0106
-0.5115
-0.0018
0.1523
0.1998
-0.5858
-1.4094
2.089
-0.9989
0.4749
-0.6757
-0.1664
0.4383
-0.2671
-0.0878
-0.1728
1.5133
-1.3863
-1.108
-0.8406
-0.3482
-0.4118
0.8287
-0.572
-0.1891
0.5347
0.3076
1.3907
-0.09
-0.633
-1.4241
-0.4823
-1.4193
-2.0381
0.6942
0.6017
1.3351
0.1443
0.0564
-1.0341
-0.6249
-0.1042
-0.4474
-1.2048
0.6007
-1.8967
-1.1599
-0.1653
1.4713
-0.6968
-0.639
-0.2077
-0.2929
0.2359
-0.9244
-1.0345
0.6115
1.053
0.0188
-0.3813
0.9713
-1.8564
-0.7635
-0.8873
-0.3907
-0.4771
-1.285
0.0864
2.6412
0.5564
-1.7763
0.3683
0.9586
-0.6816
-0.6409
0.4718
0.2581
1.1627
-0.2315
1.8338
-0.1104
-0.4116
1.463
-1.703
0.4026
1.7371
1.7276
0.8119
-0.1593
0.764
-1.7634
-0.268
-0.25
-1.3108
2.1618
-0.1636
-1.779
-0.2022
1.9354
-0.3743
-0.1024
-1.0054
0.7136
-1.7759
-1.1077
-0.3989
-0.3651
1.3516
0.6463
-1.0612
-0.8006
-0.3536
0.7138
1.0359
-1.1575
1.3567
0.3877
-1.9975
-0.1502
-0.1502
-0.2268
1.1734
-0.9192
0.0414
-0.077
-2.0481
0.6758
0.0859
-1.4672
-1.2695
-0.2314
1.9318
-1.0476
-0.6933
-2.0558
0.1513
-0.5663
-0.4019
-1.3102
1.2028
-0.4654
1.0353
1.5638
-0.6937
-1.296
0.5236
-0.3683
-0.1121
0.336
-0.8067
-0.6707
-1.1531
-0.1799
-0.1879
0.52
1.8898
0.3531
-1.235
-0.2339
-1.5912
-0.1617
-0.7892
-1.3548
-1.7764
0.0631
1.9363
-0.3798
-0.2653
-0.0597
-0.0241
-0.2531
-0.699
0.2419
0.156
1.968
-1.0011
-1.5376
-0.176
-0.5902
-0.7363
-1.0208
1.9916
-1.5737
0.1484
1.2838
2.1325
-0.7948
0.2209
0.3093
-0.2065
-0.5716
-1.1483
-0.7743
-0.9978
1.9463
-0.679
-1.6595
2.5061
-0.1318
-0.7564
-0.2936
0.7782
-0.3284
0.386
0.6898
-0.5896
0.3282
0.3369
1.2396
-0.2233
0.3228
1.719
-0.165
-1.015
0.2903
-0.3266
-0.7782
0.9339
-0.9359
-1.2216
-0.8367
-0.8784
0.7779
0.7156
-0.8986
0.5313
2.5173
1.2133
1.3269
-0.9913
-0.3662
-1.9381
1.1342
-0.0761
-0.6563
-0.1469
-1.3979
0.7068
0.7748
-1.0375
0.0497
0.7301
-1.6265
-0.0099
-1.8102
0.3907
-1.6232
1.0469
0.5552
1.8599
0.4554
-0.6183
-1.6923
0.274
-1.5961
1.0987
-0.2218
-0.3881
-0.8213
-1.1619
-0.6086
-0.8945
0.6574
-0.3121
-1.022
0.3738
-1.9748
-0.3692
0.3392
1.5941
-0.771
1.1585
1.1775
1.2774
-1.4472
-0.7711
-0.4727
-0.9057
0.9958
-0.1994
-0.084
-0.338
1.7022
-0.1157
-0.5391
-0.715
-0.0461
-1.7579
-0.8825
1.237
1.4731
-0.1752
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0.049
1.3358
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0.5227
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0.6339
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0.0046
0.7549
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0.9752
0.0525
0.0142
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0.5557
0.3222
-0.407
0.3377
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1.8249
-2.0486
0.9507
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0.7377
0.8216
0.2267
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-0.1772
2.3046
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1.3802
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0.2949
0.0047
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-1.9127
1.6324
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0.0732
1.1662
-0.0045
0.353
0.6657
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0.6451
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0.5354
4.3271
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0.6004
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0.2833
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0.1807
-0.4864
-0.6441
-1.271
1.1749
-0.7023
2.4442
0.819
-1.2252
0.1224
0.5505
-0.9246
0.3093
-0.6078
-0.0491
-1.5414
-1.314
-1.1204
-0.3228
-1.1838
0.0754
-0.4761
0.427
-0.2293
0.4306
-1.2623
0.3504
-0.6019
-1.549
-0.9899
0.706
-0.2419
-1.1901
0.8383
0.0525
0.6273
1.5969
-0.1856
1.9832
-1.4241
-0.5493
0.035
-2.4826
-0.1947
-1.0454
0.0134
0.1849
1.829
1.6195
0.612
-0.9817
-0.7019
0.2892
-1.1088
-0.0684
-1.3977
-0.0761
0.6648
0.8148
-0.7783
0.7998
-0.1331
-0.8091
1.723
-0.2587
0.1505
-0.1579
-0.9923
-1.5122
-1.104
1.2303
-0.1658
-0.5998
0.2618
-0.9234
-0.7348
-1.038
-0.7107
1.0989
0.5826
0.5686
-0.2637
-0.2719
-2.0447
-0.5151
0.9308
-0.2055
-0.8526
-1.597
-0.379
0.1254
0.0645
-0.7891
0.762
-0.1167
-0.8682
2.3725
0.9175
-0.3284
-1.9016
2.0086
-1.4309
-0.5407
-1.4075
-0.0935
-1.5255
0.4063
-0.4876
-0.7061
-0.0943
0.691
-0.4778
1.4575
-0.6784
1.2035
-0.6026
-0.7844
-0.6591
-0.4718
0.4302
-0.8558
0.8644
0.3139
-0.3192
0.0771
-0.3895
136.933333
0
3,171
54.95
MASTECTOMY
Breast Cancer
Breast Invasive Ductal Carcinoma
Moderate
0
LumA
2
Positve
Positive
2
NEUTRAL
Negative
Ductal/NST
0
Post
7
Left
0
3.026
IDC
Positive
0
ER+/HER2- Low Prolif
13
1
Died of Disease
0.2106
0.1472
0.2866
0.7555
-1.5066
0.0506
-0.648
-0.8434
0.0788
0.6623
0.3011
-0.6749
0.5657
-0.2453
0.4771
0.5074
0.7699
2.8729
0.2568
0.1307
0.4027
-0.9302
0.0177
-0.8543
0.0967
-0.1622
-0.7299
0.0644
-0.8908
0.0163
0.0054
-0.4979
-0.1307
-0.5189
0.3827
-0.8728
-1.3336
0.579
0.4974
-0.2772
-0.2684
-1.1784
-1.0102
-1.4816
-0.9142
-1.261
-1.887
0.5727
-0.2208
0.5018
0.7705
-0.5491
-1.0988
-0.8046
-0.8314
0.5565
-0.0846
-0.2574
0.1842
0.3867
-0.865
1.1718
0.71
-0.573
1.3916
-0.331
-0.5544
-0.4223
-0.8989
0.9335
0.6729
0.0398
-1.5618
0.146
0.2504
0.3941
0.7958
-0.3675
1.3149
-0.2164
1.2362
-0.2024
0.7265
-0.7567
0.1277
-0.127
-0.5047
-1.0493
-0.4675
-0.5325
0.4057
0.0062
-0.0188
2.2073
0.0324
0.3999
-1.2942
-0.2271
-1.187
0.0479
-0.6165
2.2738
0.372
-0.8171
-0.3604
0.8034
0.4873
0.1404
0.7081
-0.5956
0.7318
0.352
-0.8887
-0.5203
-0.153
-0.2311
0.5808
0.0856
1.3907
-0.8391
-1.342
-0.1607
0.6377
-0.9384
0.4126
0.4965
-0.5194
-0.1093
-0.0202
0.1629
0.5836
-0.2571
-1.0205
1.6312
0.3737
1.0593
1.1291
0.3974
-0.4878
0.3193
0.5518
1.0452
-0.0019
0.7247
0.529
-0.7447
-2.3831
0.2695
1.3597
-0.158
-0.7723
-0.016
-0.5959
0.9056
-0.6383
-0.0074
-0.0261
0.6875
-0.4584
0.377
1.0222
-0.8045
-0.0731
-0.9501
-1.0071
-0.5539
-0.0109
-0.5865
0.0251
-0.2373
-0.3136
1.0179
-1.1438
0.7712
0.4296
-0.2208
0.43
-2.1308
0.7889
0.7033
0.0214
3.3449
-0.0826
-0.4096
-0.7604
-0.4925
-1.0832
-0.2885
0.808
0.2895
-0.7183
-0.0341
-1.3412
-0.6799
-0.6487
-0.4633
0.4039
-0.7499
0.077
-1.0035
0.7533
-0.2469
-0.7352
-0.2698
-0.2315
-0.4251
-0.8655
-0.8982
-0.557
-1.0665
-0.7845
0.8515
-0.247
2.0041
-0.1532
0.546
-0.1235
-0.239
-0.0252
-0.9514
1.3076
-0.0931
0.5083
0.4722
-1.7689
0.7033
-0.2582
-0.8119
-0.7389
0.682
0.3878
0.7395
0.3477
-1.8403
-0.8316
0.9799
0.964
0.0858
-0.8699
0.0598
-0.3039
0.0862
0.0134
-0.9456
-0.8347
0.6668
0.6881
0.9666
-0.8726
-0.1206
-0.4448
-1.1491
-0.3608
0.2454
-0.827
0.4145
0.6044
0.056
1.0637
1.0258
-1.1378
0.0318
-1.1479
2.357
0.2745
-0.3897
0.2582
0.0089
0.3752
1.7466
0.5294
0.5727
2.366
-0.5868
0.0672
-0.1815
-0.2807
0.395
-0.8393
-1.0863
0.2536
0.1089
0.6135
-2.1181
0.3053
-0.2599
-0.5171
-0.0946
-0.9142
-1.1899
1.1205
0.8722
0.5695
0.1497
-2.0388
-0.693
0.9876
0.7326
0.0152
-0.3447
-0.6853
-0.4084
0.5622
0.3639
-0.3285
0.6544
0.1422
-0.3878
-0.7216
0.4736
-0.2603
-0.4902
1.4924
-0.761
0.0544
-0.8314
2.7928
-0.0247
0.1427
-0.0933
0.1888
-0.5346
-1.3971
-0.1992
-0.3145
0.6239
0.3889
-0.1412
1.1612
0.5578
0.0684
-0.2022
0.2531
0.0749
-0.2537
-0.322
2.6112
0.985
-1.4273
-0.9079
0.5635
-0.5173
-0.8526
-0.9081
-0.1967
0.1628
0.5011
-1.3539
-0.3935
0.6911
-1.1808
0.1915
-0.3154
0.0927
1.0224
1.6956
-0.0885
0.5684
0.8769
-0.6675
-0.0389
1.1962
0.537
-0.5676
-0.8029
0.744
0.2869
-0.2111
-0.5222
1.036
0.8496
-0.652
-0.6829
1.7011
-0.2604
0.9446
0.4333
-0.1336
-0.2196
-0.9244
-0.2443
0.4801
0.4358
0.0379
0.3064
-0.9281
0.2263
-0.9464
-0.3333
0.3156
0.5597
0.131
0.3273
-0.19
0.5719
0.743
0.8225
0.3648
1.2678
-0.8465
0.879
-0.7093
0.7751
0.3463
-1.2275
-0.4439
-0.5904
0.8925
-1.6723
-0.0279
-1.2993
-0.1596
-1.0533
0.1641
-0.7641
0.3416
0.043
-0.1315
0.4329
-1.0299
0.2367
-0.2012
-0.3997
0.679
-1.2613
0.2313
2.1807
1.2866
0.1307
-0.6031
-0.6535
0.1453
-0.3312
-1.8879
0.4502
0.157
-0.6623
-0.8529
1.1604
-0.4785
0.6195
-0.3114
-1.5654
1.2666
-0.7492
-0.1129
-0.9139
-0.3978
-1.0312
-0.0382
0.1514
0.1116
-0.6638
-1.1288
-0.8042
-0.885
0.4315
1.8428
0.1893
0.8909
0.6054
2.1286
-0.1243
-0.6188
0.4294
-0.8415
-0.1448
0.1609
0.8091
-0.1761
0.1912
0.2879
-0.8152
0.113
0.2106
0.638
0.796
-1.8781
0.77
-1.4986
0.2025
0.0656
0.5149
-0.5992
-0.1699
-1.1461
-0.2682
0.5522
-0.0159
219.666667
1
3,181
43.6
MASTECTOMY
Breast Cancer
Breast Invasive Ductal Carcinoma
High
0
LumB
2
Positve
Positive
3
NEUTRAL
Negative
Ductal/NST
1
Pre
2
Left
0
4.028
IDC
Positive
1
null
14
1
Died of Disease
-0.027
0.106
-0.077
-0.2207
-0.5682
0.6009
0.587
-0.5527
0.1706
1.6625
-1.2801
-0.8305
-0.2218
0.7959
0.0734
0.4962
0.6448
-0.3463
0.2112
0.6474
0.482
-0.684
0.9624
-0.3787
1.8377
0.2509
-0.6259
1.083
-0.3237
0.2382
1.0079
-0.8751
-1.4769
0.0277
-0.4442
-0.3605
0.0024
0.7311
1.0559
0.0714
0.01
1.1288
0.6047
-1.4086
0.2943
0.4312
-0.8574
-0.1712
-0.4323
0.5891
1.0253
-0.4399
-0.9858
-0.9305
-0.2554
0.6476
0.6967
0.475
-0.4225
0.7271
-1.0692
0.8858
0.2872
0.2821
0.7225
-0.5404
-0.6378
-0.6026
-1.297
-2.0202
-0.5201
-0.3505
-2.106
-0.5496
2.3311
0.6637
-0.3315
-0.3127
-2.2057
-2.0057
-2.0515
-2.15
-1.2194
0.7424
0.6214
-0.3844
-0.3889
-1.1785
-0.2727
-1.563
-1.8907
-1.8928
-1.4672
-0.7117
-1.0113
-0.2722
0.2048
0.1311
0.8321
-0.6863
0.5053
-1.325
0.0723
-0.1932
-0.1755
-0.1661
0.8952
-0.137
-0.6613
1.0029
1.2334
-1.0463
-0.4574
-1.1018
-0.2869
-0.406
1.0189
-0.9879
0.5301
-0.0474
0.1379
0.0058
0.4282
1.9126
0.7042
0.4457
-0.2162
-0.7803
-0.9726
0.1786
-2.0471
0.6915
0.471
-0.8313
-0.7267
-1.1717
-0.7826
0.2151
-0.4305
2.7814
-0.1998
1.1799
0.3405
-0.6262
-1.0337
-0.5088
-0.7193
-0.1492
-0.9574
-0.173
0.2724
3.0438
-0.7776
0.354
0.1593
0.5694
-1.0818
1.0099
-1.0774
-0.453
-0.8633
0.9879
-0.1852
-0.5898
-0.7985
0.4312
-0.1277
-0.3073
-0.2269
-0.6379
0.8562
1.3386
-0.4404
-0.5068
-1.5794
1.2599
-0.2452
0.0467
-0.8879
0.9842
0.1326
-0.4224
-1.4555
0.485
0.3796
-1.0191
-0.7668
-2.8264
0.0144
0.2838
-1.8128
-0.1467
-2.2123
-1.7132
0.1214
1.8206
0.7638
-0.4296
-0.5901
2.4394
1.0853
0.7478
0.6713
2.0161
1.2108
-0.6318
0.1304
-0.6266
0.6918
1.3186
0.947
-0.2515
-0.0618
1.335
0.0629
-0.832
0.3848
-0.7429
-0.6425
-0.0272
-0.1277
-1.3058
0.97
-1.1577
-0.2145
-0.2577
0.0193
0.3312
-1.2163
-0.6871
-1.3123
-0.3166
-1.039
0.4057
-0.5539
1.4266
-0.3556
0.1861
-0.8806
2.1149
0.2826
0.9423
-1.0431
-1.6541
0.3844
-0.2013
0.7876
-0.4457
-0.4853
-1.0602
1.1911
-0.4986
-1.0404
1.3855
-0.6853
-0.2307
-2.1828
-0.2367
1.1009
-0.8806
-0.5557
-0.5804
-0.3682
0.5664
-0.3964
-0.3954
-0.6428
0.6799
-0.8799
0.1643
-0.1926
2.1669
0.6461
-0.7697
0.2722
-0.86
-1.1057
-0.1805
-0.213
-0.55
0.4883
-1.144
0.5623
-2.0137
-0.3964
0.4703
0.2357
-1.1441
-1.4719
0.304
-0.6746
-0.1216
2.7568
-0.6615
-0.3994
0.3469
-0.502
1.6925
-0.484
0.724
-0.5651
-0.7818
-1.0987
-0.7525
0.3883
-0.3033
-0.2813
-1.0788
-0.1421
-0.6897
-0.092
0.2558
-0.9215
-2.4409
-1.5773
-0.3669
1.5963
-0.4109
0.0948
0.6798
-0.7701
0.7705
-1.3029
-1.074
-0.2252
1.0924
-0.4679
1.7467
0.8443
-0.4871
-0.1739
0.1081
-0.5893
-0.3378
0.8702
0.9679
-2.3127
-0.8593
1.11
2.4327
1.8313
-1.6287
-0.0957
-0.5812
-0.8966
-0.6082
0.3696
-1.4915
0.3136
-0.3025
0.5918
-0.3395
-1.2656
1.755
-0.2143
1.6812
-1.4035
0.0333
-1.0561
-0.8169
1.3164
0.3901
-0.5676
-0.1402
-0.7387
-1.4607
1.3597
-0.0358
0.3637
-0.0847
0.2053
0.327
-0.1726
-1.7132
-0.6351
0.4472
-1.2959
-1.6971
-0.4186
-1.2127
0.6413
1.5965
-2.2614
-1.9991
1.7791
-0.1994
-0.5911
-1.0342
-0.2394
0.5056
-0.398
2.657
-0.3214
-0.2531
-0.6209
0.5733
1.6582
-0.1852
1.0969
-0.3619
-1.5574
-0.7167
-1.1562
-0.8045
0.1647
-0.3014
-0.8608
0.8091
-0.7533
-2.4273
0.1458
0.3013
-0.8145
-0.1493
-0.3518
-1.0344
0.3323
-0.7365
-0.1238
0.7644
0.703
-0.0546
-0.4646
-0.5035
-1.2899
1.857
2.3003
-0.467
-0.0114
-0.2774
0.5122
1.1207
0.8343
-0.4826
0.7343
0.3533
1.3129
-1.0278
-0.0485
-0.3382
1.3989
-1.1668
-1.0138
0.7828
-0.675
-0.4654
0.0988
0.1831
0.7875
-0.1403
2.0126
-0.774
0.0403
-0.0419
0.556
0.1023
0.1836
2.5891
-0.1751
1.0221
0.6668
0.9593
1.0189
-0.7662
-1.2714
-0.1551
0.4028
-1.7574
-0.5439
0.184
0.3886
-0.32
0.101
0.8349
2.779
0.4968
0.5211
0.385
-0.7057
-0.2771
-0.6058
-0.0102
-0.7835
-1.1162
1.3521
0.0607
0.7694
0.9448
0.4949
178.166667
1
3,211
58.31
BREAST CONSERVING
Breast Cancer
Breast Invasive Ductal Carcinoma
High
0
Basal
2
Negative
Negative
3
NEUTRAL
Negative
Ductal/NST
1
Post
10
Right
0
4.026
IDC
Negative
1
ER-/HER2-
13
1
Living
0.3002
1.2166
-2.5904
-3.222
-1.2735
0.6068
0.0546
1.9166
-0.3809
1.1541
-0.957
0.1046
-0.6834
-0.1589
1.3694
-0.5897
1.7529
-0.002
0.3088
-0.4376
-0.9062
0.7032
-0.7641
2.775
0.2528
1.2492
1.3959
1.2275
0.2604
0.0452
3.222
1.9099
-0.3535
0.6515
-1.0931
1.203
1.1167
-0.3007
-1.827
-0.0731
1.887
0.9815
1.4847
-0.1806
-0.3316
0.5326
1.3142
-0.9326
-0.4187
0.8302
0.3963
0.3403
2.4186
-0.2772
-0.2347
-1.7125
0.8439
2.5063
2.0514
-0.9782
-0.8496
1.481
-0.2108
0.1216
-0.2189
0.9192
1.6018
-1.1299
-1.7283
-0.5598
-0.8364
0.1545
-1.4936
3.276
-0.8305
1.2542
-0.1117
1.5463
-1.3398
-2.3713
-0.3765
-0.4099
-2.5269
-1.5263
0.4846
0.3003
-0.0719
-0.36
1.4586
2.5427
-0.2606
1.416
1.7891
-1.399
-0.6902
-0.1646
1.8585
-1.3806
-1.5888
-0.7279
1.6338
-1.2346
-0.6324
0.0441
1.6071
0.1173
1.3962
3.322
-0.8435
-0.9794
-0.8595
0.0012
-0.1483
-0.3054
-1.0545
0.1488
2.7384
0.197
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0.6992
0.2446
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1.3356
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0.2178
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0.2901
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0.3935
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2.1519
0.4724
0.6159
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2.0425
0.2433
0.8469
-0.8538
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0.103
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0.1828
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0.3988
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0.5866
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0.5472
0.0395
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1.0542
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0.1444
0.077
1.1316
0.8492
1.2874
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0.7561
1.2191
0.8629
-0.657
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1.2472
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1.5106
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0.8001
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3.1595
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1.1511
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2.2635
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1.7842
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0.2662
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0.9277
2.2019
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0.1037
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0.7371
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0.256
2.8607
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0.7691
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0.3552
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1.2608
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0.717
0.6439
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-1.7209
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1.0096
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2.1333
0.976
-0.0846
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0.1283
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-1.3211
-1.6799
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0.7445
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-1.2644
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0.4988
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0.325
-1.2176
-0.9298
-0.2304
0.2509
-0.8342
-0.8493
-0.0203
0.8839
-0.8909
0.7185
-1.7288
0.221
-0.9577
0.1642
-1.9655
-1.7984
-0.5003
-0.5215
-0.585
-0.5353
2.7931
-0.1082
1.2886
-1.57
1.3959
-2.3706
1.3854
1.4897
-0.593
-0.8554
0.3598
0.1593
-0.1239
0.6341
0.9632
0.0709
0.7437
0.5565
-1.5193
-0.288
0.6834
-0.9969
-0.6143
-1.0589
0.2061
0.1256
0.7438
0.8123
0.1041
2.3825
-0.7522
1.6151
0.3951
-0.6517
-0.1509
1.812
0.5864
-0.9488
0.8188
1.3944
0.2727
1.3348
-1.0729
-1.5318
0.8521
2.5894
1.4741
-0.7127
0.1716
-0.1805
0.1996
-0.7036
0.1881
0.4707
-0.3457
-0.5983
-0.1196
0.8816
-0.1063
0.1583
-0.4937
-1.2372
-1.0426
0.8041
0.168
1.3298
-1.5966
-0.1422
-0.4292
-1.7953
0.6927
-0.2014
-0.6039
-2.0272
2.0529
-0.9565
-1.415
0.079
1.7253
0.7345
-0.5631
-1.0216
-1.1294
-1.089
-0.2374
-0.9805
0.8962
-0.7665
1.8837
-1.4864
0.776
1.3276
0.5213
-0.6998
-1.1234
-0.4995
0.1627
-0.191
145.5
0
3,218
44.94
MASTECTOMY
Breast Cancer
Breast Invasive Ductal Carcinoma
High
1
Basal
2
Negative
Negative
3
NEUTRAL
Negative
Ductal/NST
0
Pre
10
Left
1
5.034
IDC
Negative
1
null
17
2
Living
-1.3296
-0.6555
-1.2311
-1.4512
-0.7317
-0.6903
0.0724
1.348
-1.4931
-0.1466
-1.1581
0.9342
-0.1807
1.7407
2.2806
0.2419
2.0963
0.1376
0.6863
0.4593
0.3164
-0.0889
-0.3575
-0.5805
1.0727
2.9032
2.0881
0.9525
0.8846
-2.7053
1.0598
-0.4961
-0.2309
2.4589
-0.3106
0.9214
1.0839
0.2594
0.6806
2.3314
1.6484
-0.7512
0.0787
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0.5244
0.2523
0.5984
0.0148
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0.7719
0.1839
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1.3583
1.9889
0.827
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0.8284
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0.3672
0.9129
3.2955
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0.3012
0.1855
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0.5537
1.8846
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0.7118
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0.1159
1.519
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2.7972
0.4348
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1.269
0.705
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1.1849
0.7168
0.8227
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0.4047
-0.8187
-0.9885
0.33
-0.2552
-0.1172
0.9671
1.6566
-0.2406
-1.7019
0.5801
-2.1409
-1.0624
-1.7663
0.188
-0.8416
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0.6492
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2.1769
0.4326
0.1562
1.2939
0.3334
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0.0702
-0.0136
0.9928
-1.1843
0.4681
-0.4997
0.1125
0.8324
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0.3836
1.8648
0.1474
-0.2016
1.4283
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1.3519
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0.039
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1.6137
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0.2204
4.5744
1.9013
0.446
0.7655
0.4614
0.4758
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1.5867
0.6557
-0.6909
0.1059
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0.3906
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-0.2198
4.2401
0.1804
-0.1457
-0.7861
-0.25
-0.0638
-0.4123
-0.7805
0.6679
0.9273
0.5112
2.2041
1.224
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0.0724
0.184
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0.1146
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0.2337
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1.3062
0.3837
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1.355
-0.2954
0.2127
-0.0536
0.2828
-0.3335
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0.2973
-0.2715
-0.8454
0.0546
0.992
-2.0886
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0.0785
-0.6476
0.4563
-0.9923
0.3171
0.5766
-0.9435
-0.3889
-0.3963
3.2652
0.5017
0.3114
1.3129
2.4293
0.7978
-0.8778
-0.6705
-0.4239
0.0606
0.2021
-0.1335
-2.2903
-0.4479
1.5787
1.5142
-1.1019
-0.3564
-0.4624
-0.454
-1.3613
-0.934
0.1588
-0.4268
-1.6764
1.1567
0.0199
-0.9649
1.6749
0.7685
0.6519
-0.1042
-0.0007
0.083
-0.1412
-2.2411
0.6241
-1.1962
-1.5049
0.6879
-0.7452
-1.9233
-0.938
2.2911
3.3797
-1.2742
-1.9938
0.3628
0.3476
0.4605
-0.2528
-1.5049
-0.5808
0.2348
2.1903
-0.3412
-0.5062
0.9543
-0.3902
-1.0157
0.2367
-0.7384
-0.7088
1.1409
-0.7146
-0.0465
-0.7996
248.766667
0
3,222
63.03
MASTECTOMY
Breast Cancer
Breast Mixed Ductal and Lobular Carcinoma
Moderate
0
LumA
2
Negative
Positive
1
NEUTRAL
Negative
Mixed
0
Post
7
Right
0
2.034
MDLC
Positive
0
ER+/HER2- Low Prolif
17
1
Died of Other Causes
-1.2928
0.874
0.6746
0.5358
0.2505
2.0666
-1.2373
-0.3007
-0.6774
-0.7631
-1.6342
-0.8084
0.4279
0.4788
-0.3229
-0.2497
-0.9369
0.954
0.2777
-0.191
0.5604
-1.8353
-0.2898
0.2511
-0.6653
-0.2495
-0.8778
0.3248
-1.154
-0.5626
0.3832
0.0255
0.6853
0.4237
1.4824
-0.0024
0.4136
0.7764
-0.051
-1.0743
-0.8819
-0.8032
-0.7095
-1.1742
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-0.4982
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0.503
0.1446
-1.6433
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0.1434
0.0703
0.1218
-0.414
0.4289
1.1761
1.043
-0.2424
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0.1894
2.0777
0.2977
0.0098
-0.777
0.6834
-0.5992
-0.6399
-1.1913
0.5799
0.0992
-0.6371
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-0.12
-0.3473
0.5739
-0.1071
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-0.9771
-1.5133
-0.5738
-0.8067
-0.571
-0.5426
0.9063
-0.542
-1.391
-0.4852
0.4548
-0.0021
-0.2686
0.3506
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0.5428
-0.6121
0.8962
1.0009
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0.3767
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1.237
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1.5584
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0.7908
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1.554
-0.5116
0.7487
-1.6733
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0.623
0.23
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1.5583
0.17
0.4059
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1.1728
-0.3828
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0.0081
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0.8573
3.1159
0.3835
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0.3104
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0.6998
-0.4705
-0.1867
1.4139
-1.2007
0.2503
0.5456
0.0224
1.7127
-0.4325
-0.228
-1.6684
0.0164
0.7151
0.5062
-0.1716
-0.6061
-0.051
-1.3973
0.2321
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0.3526
0.3917
0.5725
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1.6467
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1.0153
1.1445
-0.5601
0.3874
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1.2798
-0.2264
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0.7179
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1.0308
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3.6472
1.4993
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0.1279
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0.2483
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-0.5108
-0.2641
0.582
-0.4984
0.0069
-0.8641
-1.1405
-0.5165
-0.42
1.2186
-0.6706
-1.14
1.3068
-0.4376
0.7572
-0.2114
0.6789
0.5236
0.0443
1.2574
0.1292
1.7645
-2.0895
0.6945
-1.6732
-1.4419
-0.2239
-0.1323
0.1299
0.0782
0.3815
-0.1492
0.3109
0.4351
-0.0669
0.3103
1.5713
0.6383
-1.1819
-0.6077
-1.4926
0.5195
3.045
-0.8456
-0.1653
0.1545
-0.4095
-0.8147
-0.4977
-0.943
-1.5712
-0.0604
-0.2534
1.241
4.4392
-1.2396
-0.2477
-0.4559
-1.5754
-0.5288
-1.0445
-0.333
0.865
-0.4648
0.3184
2.5607
0.9324
1.7827
2.1203
-0.2061
0.1721
0.1545
0.2323
-0.7001
0.326
0.8718
0.9034
0.8497
0.2604
-0.9535
0.4708
-0.2684
0.0859
-0.1811
0.2006
-0.1354
-0.6172
-0.8851
2.2037
-1.1004
1.331
-0.2971
-0.5821
0.0892
-0.5704
1.4816
0.8327
2.3215
-0.0487
0.388
0.691
-0.2527
-0.4316
0.2084
-0.8942
0.2261
-0.3877
1.1591
-1.089
2.6249
1.5552
-0.5162
-1.0849
-0.2034
0.4068
-1.2886
-1.6873
0.1321
0.0141
0.813
0.6065
-1.0801
-0.1317
-0.5026
-0.9712
-0.0675
0.3451
-0.7043
23.933333
1
3,228
58.31
BREAST CONSERVING
Breast Cancer
Breast Mixed Ductal and Lobular Carcinoma
High
0
LumA
2
Positve
Positive
2
NEUTRAL
Negative
Mixed
0
Post
4ER+
Left
0
3.034
MDLC
Positive
1
ER+/HER2- Low Prolif
17
1
Living
-1.1176
0.3739
1.2066
2.0664
0.0648
-0.3733
0.3045
0.2762
-0.6824
1.145
-0.1403
0.5824
-0.6734
-1.6662
-0.8267
-1.0537
-1.4106
-0.4721
0.2184
0.4146
0.9939
-0.2877
0.7202
0.2728
-1.8076
-1.4796
-0.5035
0.903
-0.2579
-0.62
-1.0803
0.3099
1.0048
-0.2645
2.0507
0.0409
-1.7227
-0.6847
-2.8674
-0.9202
-0.0803
-1.4947
-0.4066
-1.4255
-0.729
-0.2153
-0.4081
1.2527
1.237
-0.8761
0.7563
0.0616
1.8991
1.351
0.0862
0.6774
-0.3147
-0.662
-0.9987
-0.2209
-1.2257
-1.3215
-1.6879
0.0278
0.5608
0.2103
-0.3803
-1.6228
-1.0404
-0.5455
0.1532
-0.2572
0.3709
0.5146
-0.7211
-0.8696
0.7259
-1.7087
0.8617
1.3451
1.8728
-1.1817
0.1898
-0.4188
0.2448
0.9785
-0.2328
0.128
-1.0898
-0.8735
0.9795
-0.2512
0.6822
2.0821
-0.2346
0.2121
-1.6731
-0.2147
0.2631
-0.439
-1.5878
-0.6281
-0.9051
-0.3406
-0.4506
0.7762
0.7526
-0.0641
1.1822
-0.921
-0.3075
-0.4434
0.337
0.9673
-0.481
-0.7054
-0.3824
-0.1259
-0.7147
-0.9469
-1.2631
-0.7577
1.8705
-0.5932
-0.3607
-0.0921
-0.1876
-1.6713
1.0344
-0.2695
-1.0482
-0.0996
1.395
0.3847
2.5568
-0.3699
1.005
-0.0698
-0.9305
-0.7065
0.784
-0.824
-0.7452
-0.4619
-0.8554
0.0789
-0.2725
-2.273
0.7108
0.4291
-0.1713
-1.0042
0.0423
-0.9428
-1.4339
0.6007
0.2355
-0.6859
-1.165
1.6064
1.4596
-0.0543
0.0561
-0.6466
0.2975
1.9501
0.7106
-0.3864
-0.6415
0.0446
-0.0293
-1.2684
-1.1437
-0.6087
0.919
-0.8919
-0.6093
-0.0151
3.1603
0.2201
0.8697
-0.5498
1.0262
0.1607
-0.2161
-0.9749
-0.5979
0.1419
-0.0623
1.2995
0.411
1.7337
-0.2434
-0.4709
-0.118
-0.9624
-1.728
-1.0417
1.1761
0.3309
-0.167
0.6747
-0.9122
-0.8315
-0.8193
1.0894
1.6184
-0.698
2.6802
4.6939
-0.3294
-0.3588
0.9398
-0.669
1.932
-0.2293
-0.2125
0.1227
-1.0756
0.2613
-0.7878
0.8872
-0.6192
0.4967
-0.5359
0.8741
0.0753
-0.182
2.8085
-0.3861
0.6542
0.5684
1.3345
-0.8993
0.4099
0.2805
0.8559
-0.2206
0.5631
-0.3776
-1.4482
-0.7653
-0.1167
1.9488
-0.528
0.7256
0.2925
-0.5187
1.0325
0.818
-2.0209
0.119
-1.6426
1.1767
-0.1358
1.1654
1.6113
-1.057
-1.357
1.7262
1.3665
-0.2868
-0.6026
0.5424
-0.5479
1.6998
1.7908
0.5394
0.6283
0.1278
-0.553
-1.6938
-1.2457
-1.005
-0.9725
-0.3882
0.8994
-1.2952
0.4918
0.8562
0.5415
3.2651
0.0158
1.3676
-0.6951
0.2961
1.8569
0.3936
1.6964
1.7712
0.7905
0.2801
-0.206
-0.1679
-1.235
0.9113
-0.1635
0.9336
-0.071
0.3602
-0.4667
1.2482
0.8494
-0.5184
-0.3343
0.5557
0.2173
-0.6165
0.7208
1.4635
-0.9887
-0.0137
-1.5762
1.2173
0.771
0.5511
-1.8963
-0.6859
-0.5818
-0.167
1.4277
1.4474
-0.0273
-0.4352
-0.646
1.5824
0.5993
-0.7696
-0.999
1.4676
0.1806
2.3131
0.6513
1.7449
1.3105
0.8623
1.2575
0.072
-0.0397
0.361
0.4391
0.8297
-1.5357
-1.1283
3.3721
1.2737
0.1332
0.8663
-0.6263
0.6477
-3.345
-1.0765
-0.0708
-0.6425
-0.2643
0.7739
-0.1604
0.2396
2.4628
-0.1038
0.8691
-0.6071
0.0238
-1.7256
0.327
-0.4553
-0.5769
-0.7119
0.5801
-0.2842
-1.873
0.6259
-0.5496
1.571
-0.1261
1.1728
0.2409
-0.1375
0.3113
-0.9916
-1.2662
0.657
2.7307
-0.3245
-1.0764
1.7882
1.9946
1.0732
0.3675
-0.7989
-0.8849
-0.4413
-0.0431
-0.1368
1.6005
0.0346
0.4813
1.2816
-1.4848
-0.215
0.2498
-0.8801
1.9097
2.4495
-0.1323
0.5809
0.6082
-1.3592
-0.3794
1.4735
-0.762
-1.5608
0.3928
-0.0784
1.4704
-0.2323
-0.2244
0.4288
1.8588
1.0337
0.1151
-0.8235
-0.4287
-1.0616
-0.387
0.3542
-0.9238
-1.0043
0.6153
-1.4182
-0.1977
0.1251
-0.6364
-0.4095
1.4011
-0.2671
-1.134
0.574
-0.0534
0.541
-2.9636
-0.8033
-1.224
-0.3768
0.1519
-1.09
-1.5614
0.0163
-1.1249
-0.5433
-0.676
0.944
1.9496
0.6555
-1.0263
0.6187
0.393
0.7882
1.2017
-1.4215
0.2398
-0.2296
-0.397
-0.5513
0.8479
-1.0908
-0.2775
1.5128
0.489
-1.0779
1.0408
0.8868
-1.2703
1.3074
0.483
-0.0659
-0.5903
0.8276
0.6262
-0.2312
2.042
-0.5218
-0.4453
0.3186
-1.1903
0.9852
0.5803
0.6842
-0.3116
252
0
3,235
50.66
BREAST CONSERVING
Breast Cancer
Breast Invasive Ductal Carcinoma
Moderate
0
LumB
2
Positve
Positive
3
GAIN
Positive
Ductal/NST
1
Post
5
Right
0
4.034
IDC
Positive
1
ER+/HER2- High Prolif
17
1
Living
0.1909
1.2547
0.0549
0.3733
0.4856
1.2425
0.4168
1.0626
-0.0492
1.7179
-1.4385
0.2963
-0.4875
1.349
1.8234
1.8577
0.6696
0.8449
1.2031
0.8113
-0.957
0.285
0.521
-0.0669
1.8018
2.0436
1.5449
0.7857
0.5563
-0.3868
2.6722
1.8636
0.3495
0.5066
0.4305
0.2344
0.2892
0.6867
-0.9483
1.3451
0.8703
0.5779
-1.3359
-0.8284
0.3406
-0.021
0.6125
0.3791
-0.0876
-0.1976
-0.0821
-2.3401
-0.5731
-0.8653
-0.4091
-0.0185
-0.2394
0.0744
0.3399
-0.3907
1.2296
0.7774
0.4288
-0.5267
3.2041
-1.1724
2.4305
0.5476
0.2299
0.3885
-0.7981
0.1591
-0.9116
-0.1355
1.0422
0.5899
-1.7749
-0.191
0.7252
-0.3424
-0.2124
0.0358
0.1686
0.0002
1.0906
0.2158
-0.3346
0.3403
-1.2937
0.0387
0.4456
-0.5188
0.1086
0.0006
1.4814
-1.2075
-0.9247
0.0086
-0.5995
-0.1119
-0.7471
0.3996
0.1175
-0.0268
1.8308
0.5614
0.0532
2.0796
0.737
-0.5116
0.7176
0.6077
-1.0209
0.3723
0.7307
1.2651
-0.2896
-0.2067
0.1604
-0.6194
0.7263
1.0234
-0.4968
-0.1923
-0.4125
0.4136
-0.9653
-0.7668
-0.7011
1.7166
-0.4918
1.9667
0.9205
-0.5288
0.7382
5.5645
-1.1437
2.2533
0.3937
-0.5316
-0.2016
-0.0167
2.1277
-0.5433
-0.0139
-0.4501
-0.1151
0.36
0.4173
-0.325
-1.6717
-0.3029
-0.1397
0.7489
2.0141
0.7456
2.2758
0.6983
0.0496
0.5512
1.2754
-0.6756
-0.8391
0.7176
-0.499
0.6322
-0.5674
0.7334
-0.6285
-0.5229
0.5737
0.075
2.1153
0.519
0.2734
-0.0491
-0.3459
0.1557
0.7519
-0.2238
-1.4915
-1.6133
-0.5663
1.5114
0.8828
-0.4479
1.1258
-0.5153
-0.7949
-0.3734
0.4402
0.8776
-0.6341
0.9592
1.021
-0.6069
0.0123
-0.0565
0.3173
-0.7155
0.2928
-0.1108
-0.685
-0.3417
2.0972
-0.4309
1.2366
-0.6276
0.0999
1.3267
-0.669
-0.0982
-0.8974
0.9397
0.3207
-1.073
0.3914
0.0034
1.4065
-0.0061
-0.2194
-0.549
1.7856
-0.3123
-0.0626
0.4357
-0.5901
-0.3498
1.9061
-0.1114
-0.391
2.1491
1.0102
-1.201
-0.5231
0.6791
-0.3259
0.8827
-0.5501
0.689
-0.3678
1.457
-0.3715
0.0933
-0.4772
0.4885
1.1492
-0.0801
-0.0242
1.6815
0.8321
-0.5767
3.3864
-0.0875
-0.2012
0.2489
0.0731
0.0822
0.5514
-0.557
0.1099
-0.517
-0.1501
0.5064
0.0992
-0.569
0.8366
-0.1171
0.5928
-0.2857
0.9093
-0.7072
-1.1689
-0.4162
-1.0889
-0.4785
0.5229
-0.483
-1.0433
0.5342
0.052
-1.2709
0.1487
0.5868
-0.0957
-0.0863
0.4961
-0.1212
0.0948
0.8105
-0.1102
-0.5827
0.2033
-0.6298
-0.908
2.1052
-0.7683
1.1491
-0.1972
-0.1363
-0.9835
-0.4329
-1.5332
1.576
-0.1587
-0.1594
-0.1742
1.3732
0.6852
0.2978
-0.8196
1.8471
-0.7719
0.0889
0.4477
-0.1267
0.9598
1.7626
1.6351
1.5375
0.523
0.9894
0.0805
-0.9658
-1.0283
1.6283
-0.3829
-0.0229
1.6608
0.037
0.188
1.0729
-0.4518
1.2587
-0.5668
-0.3213
-0.8098
-1.1798
-1.272
-0.3937
-0.7231
0.3905
0.3129
0.8308
-0.7304
-0.5368
-0.8778
-0.0073
-0.5558
-1.8046
-0.71
-0.5577
0.5214
-0.293
1.2145
0.5585
-0.6023
1.8096
0.7952
-0.6526
0.1816
0.0262
0.1561
0.0992
-0.3
-0.4549
-0.4217
0.302
0.5305
-0.737
-0.1162
0.005
0.671
0.2963
-0.6872
0.0539
-0.0526
-0.0734
0.5324
0.6471
0.7865
-1.1406
0.6769
-0.1518
0.6091
-0.4538
-1.1286
-0.6634
1.0687
-0.0777
-0.4908
1.2884
-0.4349
0.1687
-0.1193
-0.0021
-0.3793
1.3388
1.5638
-1.2057
-0.38
-1.3047
-0.2475
-0.0357
-1.4873
0.1153
1.1425
1.2853
-0.4725
0.5672
-0.839
-0.7574
0.1377
-0.2868
-0.8775
0.7731
-0.4311
0.5239
0.0687
-0.8721
-0.8934
-1.0572
-0.3636
1.0035
-0.2407
2.3493
1.7134
1.029
1.003
-0.4589
0.7923
0.0988
0.4743
-0.5706
-0.7451
-0.4099
1.4638
-0.0563
-0.1868
0.2285
0.794
2.3872
-0.7739
-1.0443
-1.5474
-0.3891
-0.0959
-0.2959
-0.2685
-0.3184
0.7682
0.1778
0.0295
-1.0744
-0.5298
-0.8134
1.1302
0.4489
0.4862
-1.1778
-0.8804
0.1857
1.0555
0.9028
0.0243
-0.0069
-0.5721
-0.0912
0.826
0.2412
0.8806
-0.2775
0.9242
-0.603
1.3708
0.3658
0.1494
-1.7919
0.7113
-0.1665
0.154
0.2211
-0.3329
0.3035
-0.0379
-0.8189
-0.415
-0.2345
-0.828
236.133333
0
3,252
41.4
BREAST CONSERVING
Breast Cancer
Breast Invasive Mixed Mucinous Carcinoma
null
0
LumA
2
Positve
Positive
1
NEUTRAL
Negative
Mucinous
0
Pre
3
Left
0
2.04
IMMC
Positive
0
ER+/HER2- Low Prolif
20
1
Living
-0.9816
0.2923
-1.7948
-0.0414
0.114
-0.0208
-0.0416
0.0881
0.1611
-0.2266
-1.2116
-0.5777
-0.8618
0.1194
-1.5851
0.0747
0.2793
-0.1518
-0.3238
-2.7523
-0.7742
-2.1198
0.3841
-0.4615
-0.9034
-0.6349
-0.8221
-0.1624
-1.2857
0.3073
-0.3598
0.1439
1.7434
-0.7809
-0.6655
0.1723
1.6347
0.7884
-1.0718
-1.4536
-1.5353
-0.7692
-0.3726
2.2222
-1.0465
-1.5829
-0.1515
0.7264
0.2996
-1.9963
-0.2303
-0.2747
0.1949
0.9167
-0.025
0.7936
1.2836
0.3626
0.103
1.0391
-0.3511
1.0126
0.8808
0.4419
-0.2426
2.3371
0.0555
0.9543
0.5157
-0.5727
0.117
0.3115
-0.5853
-0.8451
0.7784
0.2107
0.8372
0.8887
-0.0563
-1.4423
1.7258
0.6901
-1.6967
0.2649
0.2681
-0.2587
-0.8877
0.6249
0.3034
0.1656
-0.1407
0.1829
-0.0889
0.1228
-0.6487
0.0357
-0.2393
-0.3528
-0.0304
-1.2597
0.1255
-0.2176
0.2283
-0.4281
0.7945
0.6546
-0.0024
-0.0741
0.9969
0.1234
0.8236
0.8285
-0.1288
3.2523
0.574
-0.2302
0.3294
-0.0632
-0.4564
-0.6572
-1.2645
1.1085
0.3446
-0.321
-0.7963
0.5831
-0.1787
0.7285
0.8291
-0.143
0.6473
-0.2301
-0.074
-0.5101
-0.0502
-0.9075
-1.5358
-1.0756
0.8417
1.3376
-0.3812
1.2009
-1.1499
0.1355
0.6747
-0.6305
-0.8381
0.3981
0.305
4.8225
1.1178
-0.2403
0.4074
0.1614
-0.9494
-1.1221
-0.0397
0.5906
-1.4576
0.3205
1.7147
0.3007
0.0719
1.1996
-0.2791
0.4865
-0.0237
-1.4201
-0.2079
-2.1144
-0.2063
0.0311
0.0929
2.004
0.9871
-0.5335
0.2103
1.3672
-0.1121
0.7688
-0.5992
-0.4981
0.5275
-1.1245
-0.3184
0.0956
-0.6495
-0.4135
1.1408
0.3292
1.3791
0.5899
-1.2949
-0.9028
0.3524
0.0977
0.4817
-0.4538
-0.3273
0.6758
1.7134
0.1672
-0.2146
-1.0299
-0.2974
1.1794
-1.2749
-0.9023
-0.7772
0.4461
-0.5571
0.2893
-0.8962
1.0029
1.314
0.3829
-0.216
-0.1826
-0.7194
0.0945
0.7768
-0.3381
-0.3826
-0.1413
-0.8051
0.7293
-0.632
-0.575
-0.2695
0.6456
0.5514
2.1084
1.4794
-2.0255
-0.1605
-0.1174
0.8419
-0.3405
1.2804
-0.522
-0.2072
0.4384
0.1958
0.2957
-0.2911
-1.124
0.9876
-0.6884
1.5616
-1.1395
-0.5255
-0.5421
-2.0852
0.4304
-0.3848
0.0623
0.1654
-0.306
0.6196
-0.8144
0.1146
1.3846
-0.1533
-0.1718
1.5413
0.164
0.2812
0.251
1.638
1.1486
1.1451
0.0471
-0.5026
0.2834
0.1793
-1.1508
-1.8149
-0.2454
1.9633
-0.8218
0.0916
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0.9375
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1.0658
1.1925
-0.3968
0.5724
1.0627
0.3402
1.4553
-0.9864
0.7143
0.3196
0.0427
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0.8283
0.0846
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0.5984
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0.9487
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0.3773
0.7954
2.1285
-0.353
0.2674
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1.2115
1.0413
1.2765
-0.2495
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0.1858
0.0357
0.2154
-2.183
0.3307
-0.4202
-0.8901
0.1007
0.0481
-0.6651
-0.2015
0.0833
-0.636
-0.5292
0.8202
-0.4127
-0.2611
0.8606
-0.7077
-0.2186
0.3388
-0.3745
0.0787
-0.7623
-1.6909
-0.1821
0.2144
-0.6598
-0.2517
-0.4987
-1.3747
0.1047
-0.6635
0.1121
-0.5016
0.1997
-0.7797
-0.779
0.2336
2.5614
1.4645
-0.4228
0.6861
2.601
-0.0205
-0.375
-0.3689
-0.9905
-0.3162
-0.5254
-0.3345
0.2379
0.3924
-1.2205
1.0273
-0.3677
-1.0639
0.4741
0.3552
-0.6181
0.0697
2.026
1.2817
0.0024
-0.3012
0.8129
-0.3091
-0.7924
-0.4171
-0.9956
-0.1197
0.5407
-0.6354
0.0662
-0.5596
1.0665
0.3353
0.5946
-0.3487
0.5726
-0.4781
0.3321
-0.2235
-0.9045
0.2958
0.21
-0.2063
-1.0976
1.109
-0.5417
-0.8166
-0.3821
-0.0844
-0.2584
5.2801
-0.6828
1.1673
-0.8845
-0.5673
-0.7982
0.5864
-0.2192
-0.6709
-0.2988
-0.6536
-2.161
-1.1224
2.6006
1.402
1.1351
-0.1658
1.1014
1.3656
1.3861
0.7904
-0.6947
0.8312
1.0135
2.0808
0.7969
2.4542
0.3195
0.2365
-0.3759
-0.3677
-0.0028
0.4411
0.2082
-0.1707
-0.9961
-0.3576
-0.1136
1.2742
0.0408
0.786
-0.8294
1.1835
0.7428
0.4001
-1.3604
-0.0817
-0.0866
1.887
0.8608
0.1411
0.8593
0.9243
0.389
0.2239
-0.5247
0.2425
0.7718
0.153
1.8906
0.0688
-0.4848
0.7189
0.0642
-0.1463
2.9845
-1.0745
-0.6876
-0.1559
0.7122
-0.7922
0.3699
-0.6138
0.2121
-0.665
0.5798
99.7
0
3,253
56.81
BREAST CONSERVING
Breast Cancer
Breast Invasive Ductal Carcinoma
Moderate
0
LumB
2
Positve
Positive
3
NEUTRAL
Negative
Ductal/NST
1
Post
9
Left
3
5.052
IDC
Positive
1
ER+/HER2- High Prolif
26
2
Died of Disease
-0.0531
0.2414
-0.2818
0.794
0.575
0.7242
0.2302
-0.2129
-0.8009
-0.1284
0.7204
0.5421
-0.9554
-0.091
-0.0708
-0.0843
-0.2834
0.0322
1.3163
-0.3361
0.7848
-0.8035
0.7202
0.423
2.4776
1.8923
-0.6006
0.2309
0.2485
0.9231
0.2373
-0.4314
-0.4807
-0.9082
-0.8877
0.8832
-0.6475
-0.0465
-0.639
0.2011
-0.2748
-0.0611
1.7433
0.0103
0.8963
2.1023
0.5984
-0.1016
-0.1059
0.9403
-0.6845
-1.1146
-0.4476
0.3324
-0.4284
0.0412
0.5657
-0.5236
-0.5631
-0.777
0.7254
1.197
0.4358
-0.4423
-0.6403
1.0738
-0.0385
0.022
-1.3947
-1.1315
-0.5535
0.4182
-0.2491
0.1809
0.7784
1.1737
-1.7089
-1.3446
-1.2679
-1.2967
-0.6054
-0.3598
0.3655
0.3078
-1.2452
1.5901
0.007
0.2408
-1.9795
-0.844
-0.9612
-1.6227
0.5112
-0.6861
-0.6603
0.1929
-1.054
0.2799
1.5432
-0.2651
-1.851
-0.5943
-0.7501
-1.3586
-0.9626
-0.9079
0.3466
1.0042
-0.716
0.2084
0.7989
0.4936
0.265
-0.6601
0.8356
-0.3926
0.1961
-0.7152
0.3287
-0.8287
1.9734
2.125
0.4134
0.0046
0.2642
1.2132
-0.3798
-1.0512
-0.9588
-0.3472
-0.2825
-0.6865
0.099
-0.3608
0.6031
0.9863
-1.2407
1.0042
-0.546
2.2579
-0.2779
0.185
1.1162
-1.1069
0.246
0.2935
-0.9213
-0.3511
-0.2176
-0.1651
-0.7771
2.1886
-0.1608
0.9712
0.3369
0.2758
-0.3291
-0.4961
-0.2598
-0.9556
2.5594
0.2996
0.037
1.6754
-0.048
0.3884
-0.2357
0.2312
0.5285
0.3146
0.8262
0.0738
0.1845
-0.9722
0.2531
-0.9352
0.1224
0.4661
-0.0261
-0.1627
-1.6323
0.4352
-0.7848
-0.5984
0.7093
-1.5807
0.1856
0.6186
0.928
-1.1233
-0.1611
1.543
-0.5096
-0.2544
-0.0869
-0.6635
0.9809
-0.0781
0.2018
0.4441
-0.3286
1.2978
0.4516
0.0001
0.0486
-0.0726
0.6052
1.1355
0.375
0.6872
0.1837
-0.7042
0.601
-0.2888
-0.7365
-0.921
-0.4692
-0.912
-0.3894
-0.1647
1.2241
-0.2808
-0.0149
-0.913
0.1086
-1.1631
-0.069
0.106
0.0864
-1.1202
1.8246
0.1621
0.2006
-0.1921
-0.7022
-0.5044
-0.5428
-1.6755
-0.3451
1.7
-0.2813
2.5192
-1.3569
0.5339
-0.1008
-0.293
-0.0109
-0.8419
-1.1145
0.4631
0.9636
0.389
-0.5197
-0.1904
0.0989
2.2413
-0.296
0.4602
0.4461
0.7501
-0.0087
-0.9141
-0.0094
0.5712
0.5777
-0.3836
-1.9156
-1.2395
0.1578
0.6948
0.6551
-0.5801
-0.4055
1.4304
0.1044
0.602
1.2071
-0.8678
1.4984
-0.1956
-0.1975
0.3577
0.4091
-0.6564
0.8667
-0.6023
0.7156
-0.0795
-1.2432
-0.6994
-1.8564
0.7943
-0.0144
-0.6777
-0.1809
0.9565
-0.7395
-1.1878
-0.812
0.648
-0.2216
-0.5298
-1.1149
0.2768
0.2847
1.2626
-0.5694
0.6237
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-1.5448
0.4408
-1.5891
2.8322
-1.7529
0.4918
0.6686
0.4405
-0.8082
1.3616
1.1535
-1.1334
0.6138
-0.7341
-1.2043
0.6986
0.4177
-0.6374
-0.8539
0.5229
0.0953
0.2311
1.1861
-0.0489
0.0465
0.3374
1.5549
-0.5955
5.1108
-0.1576
-0.5084
1.6647
-0.4494
-0.0619
-0.4864
0.8674
0.1605
-1.5076
1.1706
-0.2234
0.7915
-0.6088
-2.3079
-0.25
-0.2156
-0.072
0.5227
-0.5831
-0.8557
-1.2547
-1.1031
-0.1417
-0.6516
-0.0188
0.7005
0.1384
-2.0602
-0.6823
0.5052
-0.3356
-0.7436
-1.9139
0.3207
0.7825
-0.6024
-0.154
1.1947
-0.973
0.3534
0.6559
-0.6875
2.699
-0.599
0.6719
-0.5431
0.2878
-1.2683
-0.9172
0.7845
1.12
-0.3526
-1.4229
0.0583
-0.5981
-0.5033
-1.1837
-1.9505
0.5624
-1.5299
-0.1237
-0.4151
-0.7824
0.0721
0.4616
0.336
0.3649
0.9877
-1.0502
0.737
0.1394
-1.1581
-0.5133
-0.2554
-0.4521
-0.3828
-0.7717
0.9634
-2.5263
0.1199
-0.1466
-1.2693
0.3601
-0.079
-0.5016
1.6009
0.1474
-0.2525
-0.3307
-0.3392
2.1709
1.0965
-1.3637
-2.2882
-1.3458
-0.8561
-1.1048
-0.5194
0.3432
0.0739
0.3256
-0.1747
-1.502
-1.759
-1.1156
0.0971
-0.2338
-0.4471
0.6096
-0.4851
2.1877
-0.7241
-0.1089
1.0191
-0.456
0.9266
1.8674
-0.4764
-0.3451
1.3583
1.4916
-1.012
-0.4939
-2.3869
1.0252
0.6935
-1.4371
-0.4028
1.8354
-0.0551
-0.2419
-0.0814
0.8429
1.3423
-0.7827
0.2397
-0.502
-0.3811
-0.6308
-1.9263
-1.044
-0.4918
-0.1952
-1.3309
-0.4165
-0.0848
-0.6309
0.65
-0.622
1.4012
-0.6158
55.833333
1
3,254
50.21
BREAST CONSERVING
Breast Cancer
Breast Invasive Ductal Carcinoma
High
0
LumA
2
Positve
Positive
1
NEUTRAL
Negative
Ductal/NST
0
Post
3
Left
0
2.036
IDC
Positive
1
ER+/HER2- Low Prolif
18
1
Living
-0.9092
-0.3585
-0.6358
0.499
-0.4057
-0.1113
-0.7053
-0.6351
-0.7589
0.3422
0.1385
0.2954
0.5226
-0.0254
-0.8647
1.4766
-0.3551
-1.0933
-0.6014
-0.2499
-0.3342
-0.833
-0.463
-0.0631
-0.7966
-0.6879
-0.5471
-0.7643
-0.9574
-0.4471
0.1078
0.4741
0.0537
0.2364
1.0251
-1.2925
0.5433
0.3279
1.0894
-1.5602
-0.799
-0.777
-0.6728
0.2263
-0.0231
-0.1777
-0.698
1.1775
-1.3487
-1.1173
-0.0689
0.3182
0.3415
-0.1966
-0.8874
0.9572
0.5317
0.1189
0.2298
0.1838
0.9365
0.8117
0.1046
-0.1035
1.0201
0.7928
-0.5763
0.905
0.5841
0.522
0.3061
-0.1084
-1.1402
-1.0177
-0.0656
-0.488
-0.4603
1.1181
0.8993
-1.789
1.2248
0.3661
-1.0236
-0.2108
0.1346
-0.6754
-0.3909
-0.0262
0.1513
0.3057
-0.087
0.8179
0.1895
0.0122
0.0307
0.4769
0.3193
1.7668
-1.0653
-0.0897
-0.3389
-0.0592
-0.5891
1.3481
1.2221
-1.0128
0.6636
0.604
0.8143
-0.6526
0.8709
1.5495
-1.1482
0.5647
-0.679
0.131
1.2132
-0.523
-0.209
-2.0248
-1.551
1.1471
-0.3571
-1.1377
-1.4264
1.0348
-0.3818
-1.3882
0.3189
0.2666
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-0.27
-0.8663
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-0.5308
-0.432
1.0664
0.7004
-0.9634
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-0.3628
-0.5112
-0.8181
0.0098
-0.609
-0.0755
-2.6343
0.2963
2.1489
0.0652
0.0086
-0.3748
-0.1076
-0.2783
0.794
-0.3091
-0.1856
-0.1772
0.6015
1.8898
-0.1881
0.1388
0.0223
-1.1143
1.2972
0.0081
0.2621
0.5265
-0.8194
-0.6405
-0.3223
-0.4275
0.7641
0.4703
-0.1911
0.3258
-0.0063
0.1476
-0.0799
1.4556
-0.4919
0.3281
-1.0137
-0.6355
0.4425
-0.9392
-0.0551
-0.6961
-0.0777
-0.3208
1.629
-1.196
-0.2388
0.6062
-0.625
-0.2328
-0.2289
0.3044
0.2915
0.2074
0.334
-0.3503
-1.1461
-0.166
-0.5304
1.0222
-0.4762
-0.312
0.6644
-0.6466
-0.2274
-0.6584
1.5292
1.4024
-1.033
1.2706
-0.7013
0.4334
-0.1237
0.2572
0.2059
0.2957
0.0404
0.6546
-0.6683
-0.5695
-0.1043
-0.2451
0.7408
-0.4106
1.2198
1.1815
-1.3868
-0.1948
-0.6889
0.8832
0.6232
0.2182
-0.647
0.7927
-0.8739
-0.9534
0.3711
0.0484
0.3049
0.8879
-0.361
0.9992
-0.8418
-0.4212
-0.3262
0.0124
0.7759
-1.1235
-0.4462
-0.4894
-0.7954
-0.063
-0.0931
0.1815
-0.5528
-0.9385
-0.0513
-1.362
0.9632
1.8194
-0.2977
0.0697
-0.2187
0.6553
0.5312
0.5346
0.8801
-0.4239
-1.3336
-1.0861
0.429
0.5482
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0.6618
-0.7727
0.8688
-0.8222
0.4295
0.142
0.3592
-0.1013
1.7547
0.2226
0.062
-0.5723
0.6005
-0.8537
-0.1561
-0.3293
0.5182
0.5012
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0.6272
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0.7522
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0.1428
0.3526
0.9477
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0.6659
1.1221
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0.3582
0.8029
2.1749
-1.2555
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0.1627
0.0096
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0.5504
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0.081
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0.1355
1.1884
1.2911
-0.534
1.2098
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1.3083
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1.5565
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0.4991
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0.5771
0.53
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0.3303
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1.0074
1.9231
0.5938
0.5679
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-0.9515
-0.3215
-0.6265
-0.6931
0.1789
-0.9232
0.2215
0.7626
0.335
-1.5331
0.4705
-0.7523
0.6314
-0.24
-0.5604
-0.3971
-0.9361
-0.3924
2.1
1.916
-0.7074
0.3673
0.6991
0.6841
-0.2821
-1.1431
-0.1549
-1.7716
-0.2634
1.5152
-0.3399
0.9494
-1.0311
-0.2424
1.0662
0.8173
-1.2792
-0.0007
0.2899
-0.7692
1.6277
0.2069
-0.8574
0.0255
-0.2058
-0.5885
-0.7919
-1.2347
-0.4132
-0.6083
-1.2393
-0.0263
1.3763
-1.4613
-0.5491
-0.3024
-1.3613
0.2851
0.612
-0.1771
-0.2582
0.2496
-0.6891
1.8807
1.1593
0.3348
-1.2508
0.166
0.4477
0.2341
0.4276
-0.4981
-0.212
1.3566
0.7209
0.9435
1.6281
-0.4476
-0.979
-1.1981
-0.0797
0.4603
-0.1182
0.1083
-0.2889
0.1157
2.0373
0.9385
0.0527
-0.4056
-0.3648
0.3587
0.4095
0.2839
1.9171
1.3587
-0.3779
0.498
1.2707
-0.7364
0.7681
0.1179
-0.1298
-0.6149
0.6889
-0.174
-0.758
1.3804
0.1771
-0.2728
-0.1296
0.0978
0.7674
-0.2396
-0.8518
0.4248
-0.5529
-0.6629
-0.4173
0.0218
-1.2371
0.0648
0.2382
-0.1263
0.3757
-0.0533
123.9
0
3,266
52.91
MASTECTOMY
Breast Cancer
Breast Mixed Ductal and Lobular Carcinoma
Low
0
LumB
2
Positve
Positive
3
GAIN
Negative
Mixed
1
Post
1
Right
1
5.034
MDLC
Positive
1
ER+/HER2- High Prolif
17
2
Died of Disease
1.4798
0.5389
-1.183
0.0404
-0.119
-0.3762
-0.162
0.3826
-1.8798
0.1494
-0.1932
-0.6825
-0.2957
-0.2137
0.3309
0.1478
-0.2953
1.2457
2.3808
-0.7361
1.5391
-0.1277
-0.0536
-0.0002
0.2506
0.4541
-0.1835
0.2309
-0.5339
0.79
2.3313
0.119
0.8791
1.1583
1.2809
-0.0034
0.2339
0.5339
-0.8043
-0.4511
0.0379
-0.314
-1.3838
-0.8294
-0.4162
0.0839
0.0341
0.0462
-0.3392
-1.4174
-0.0457
0.541
-0.3725
-0.353
-0.5432
-0.5288
1.6156
1.3019
0.8256
-0.6378
-0.1873
-0.1801
-0.051
-0.0093
2.6615
0.9786
-0.4731
2.1778
-0.9723
-0.2011
0.1337
0.8399
-1.4248
-0.7988
-0.7873
-0.3196
-0.5066
-1.0549
-0.0697
-0.8466
0.2501
-0.0053
-1.6185
-0.7526
0.0749
-0.0745
0.1405
0.3562
-0.541
0.4278
-0.0069
0.244
1.5434
-0.1402
0.9468
-0.1811
0.7765
-0.086
0.3153
0.0102
1.0512
0.2982
-0.9813
-0.7498
0.8867
0.7309
-0.5479
-0.3813
0.4957
-0.067
2.5787
0.6249
-1.638
-0.1213
0.4495
0.1959
0.4335
-0.4139
0.0527
-2.6106
0.5176
1.5853
0.3739
-0.5774
-1.0272
-0.4819
-0.1347
-0.1275
0.9579
-0.0137
0.007
-0.5118
-0.538
1.2993
-0.8009
-0.5986
-1.4102
0.5653
0.0552
0.5177
0.5249
0.1413
-0.082
0.3717
1.6097
0.5433
0.2629
0.8223
-0.2474
-0.3424
-0.4598
-0.3214
-0.625
1.4883
-0.5661
-0.6835
0.162
0.1292
-1.4502
-0.527
3.4142
0.2407
-0.6654
2.2261
-0.3925
0.3963
-0.6307
-0.7185
-1.8829
-1.1461
0.5896
-0.2592
1.8323
0.0806
0.3897
-1.0424
1.5368
0.8734
0.2235
1.9841
0.0225
0.7078
0.7944
-1.1593
1.1859
-0.1432
0.7019
-0.6202
0.1369
-1.5094
1.4719
0.3394
-0.8999
0.143
0.9521
-0.0638
0.1521
-0.166
-0.9942
0.466
1.321
1.2826
-0.6477
0.2541
0.1519
2.4447
0.9567
0.2495
0.7081
1.1642
-0.5692
0.2017
-0.722
1.4243
0.7096
-0.7284
-2.0602
0.4618
-0.9191
-0.5812
0.079
0.184
0.5624
0.6848
0.4236
-0.9825
-0.0064
-0.0822
-1.3702
0.123
0.5481
1.49
0.7135
-0.7852
-0.9347
-0.2183
-0.83
-0.293
-0.2339
-0.6337
-1.0012
1.097
-1.2978
-0.9475
-0.0459
1.0874
0.675
-1.0344
1.4863
-0.2233
0.074
-0.3862
0.2997
0.3547
-0.9918
-0.1857
0.4615
-0.1627
-0.2964
0.6942
-0.7618
-0.817
-0.7798
-0.9847
-1.9556
-0.4507
0.1767
1.9407
1.124
-0.855
1.3222
0.2496
-0.1685
1.0861
-1.5869
-0.6907
-1.2817
-0.1677
0.2627
-0.2587
-0.003
-1.7461
0.7692
0.4368
0.3906
-0.2152
1.3788
-0.3471
0.3659
-0.2538
-0.787
-0.9262
-0.5639
-0.8907
-0.7185
-0.6574
-0.5872
2.2298
-0.7786
1.7929
-0.7466
-1.0833
0.9528
-0.4522
-0.4833
0.7156
-0.2341
1.2761
0.6669
0.2206
-1.1088
0.3632
1.8503
-2.04
0.9936
0.6327
0.415
0.0346
0.1526
0.7751
-0.0253
-0.2723
-1.6307
0.4332
-1.449
0.8815
1.4956
-1.0147
-0.3974
0.0828
0.1794
1.7824
2.2732
0.461
-0.6502
0.3047
-1.9143
-1.3201
-0.1037
0.976
1.0561
0.8053
0.5849
-0.6062
0.2123
-0.4724
-0.7984
-0.6279
-0.431
-0.5686
0.6738
-0.3333
-1.0126
-0.2182
-0.007
-1.4415
-0.76
1.3948
-0.1402
0.1042
0.4658
-0.7861
-0.6475
-0.7077
-0.8208
-0.5539
-1.2434
1.5211
0.2316
-0.44
0.6863
-0.6689
-0.1169
0.3764
0.4952
1.3727
-0.4237
-0.2135
-0.0582
-0.9027
1.8941
0.3115
1.322
-0.4656
0.4711
-1.0373
-0.2281
-0.6938
0.7702
-0.7475
-1.6751
-0.8524
0.1946
0.8056
0.5648
-1.0489
-0.2773
-0.3334
2.1067
-1.1067
-1.3221
-1.3986
-0.716
1.0462
-1.5994
0.3921
0.1857
-0.9564
0.3489
-0.7089
-0.9912
-0.1113
-0.194
-0.3622
1.2082
2.0527
-1.1517
-0.1245
-0.5554
-0.5548
-0.7387
-0.4517
-0.4622
0.2627
0.0354
-0.9282
2.0564
0.3524
1.0281
-1.2566
-0.9586
-0.2826
-0.4236
-0.0697
-0.6211
0.6492
0.1199
-0.3408
0.5188
-0.8557
-0.6283
2.0439
-0.3046
-0.2481
-0.285
-0.9136
-0.3419
-0.526
-0.5285
-0.0401
-0.1209
0.9654
-1.4385
0.0728
-0.1715
-0.5716
0.9149
1.6491
2.8272
0.1415
-0.4738
2.1064
0.8888
-0.1933
0.5807
-0.0449
-0.4648
-0.4564
-0.8306
-0.3855
2.031
0.5715
-0.1888
-0.5333
-0.2642
-0.3049
-0.451
-1.5753
0.4885
-0.6331
0.1004
-0.4182
-0.4562
-0.9736
0.7887
-0.8935
2.9296
0.9232
0.2483
51.2
1
3,271
59.43
BREAST CONSERVING
Breast Cancer
Breast Invasive Ductal Carcinoma
High
0
claudin-low
2
Negative
Negative
3
NEUTRAL
Negative
Ductal/NST
1
Post
10
Left
0
4.04
IDC
Negative
1
ER-/HER2-
20
1
Died of Other Causes
-1.0427
0.3928
-1.288
-1.345
-1.0426
1.5141
-0.0605
3.195
0.2402
-1.1117
-0.3676
-0.584
0.0423
2.103
2.1447
0.9241
1.5908
-0.2272
-0.3761
2.2601
1.8055
-0.3184
-0.9924
5.6049
0.8397
2.3305
1.9816
0.9181
1.8418
-0.7178
0.9884
1.3461
0.1961
2.8848
1.9056
1.0463
0.6357
1.0938
0.792
1.0767
2.6913
0.3793
0.2808
-0.132
0.3303
1.0275
-0.6426
0.8067
0.855
0.5191
0.0001
-0.514
0.7887
-2.3024
-0.4727
-0.2821
1.268
0.4559
1.0314
-0.7344
-1.2413
1.4821
-0.7963
1.0113
0.2725
-1.0064
-0.3916
-0.4376
0.1198
1.674
-1.989
1.8343
-1.0507
-0.8505
0.7192
2.4491
-2.3906
-0.1183
-2.1095
-0.3039
0.4232
-0.9671
0.717
-1.7812
-0.9169
0.7535
-0.3576
-1.5219
-0.969
0.7964
0.077
0.4476
-0.6787
-0.6182
-0.3586
1.3694
-2.0439
-0.0506
1.6603
-0.1966
0.5846
-0.1509
-0.8711
-0.448
0.7993
0.2336
-0.972
0.4262
1.1461
-1.5653
-0.113
0.9866
-1.6749
-0.9436
-1.7787
-0.3823
-0.3661
0.226
-0.4645
-0.5319
0.3708
0.379
-1.0114
-3.4911
-0.6428
0.8793
1.9903
-0.5193
-1.4205
-0.4496
-0.0452
0.6497
0.7755
-0.919
-0.8153
-0.4206
-1.0598
0.4287
-0.7032
0.9723
1.7238
0.2984
1.7491
-0.2303
0.5637
1.1501
-1.1091
0.4589
-1.0733
-0.3572
0.4512
-0.0664
0.4794
1.065
2.4856
-0.9843
-1.2382
-2.4502
-0.7331
1.349
0.362
-0.1175
2.7499
0.8296
-0.0051
-0.4892
-1.3073
-1.7514
0.3425
0.1922
1.6189
2.7574
0.5331
-0.77
-0.9004
-1.1189
-0.1025
0.8876
1.2075
0.8366
0.9185
-0.3929
0.3827
0.2355
1.676
-1.2837
0.7809
-0.9593
-1.3521
-1.2531
-1.6923
-0.339
-1.481
2.0085
3.3134
0.6787
0.0505
-0.1287
2.7131
-0.8988
-1.1779
-0.8513
0.6206
0.3794
6.2827
-0.3049
-1.098
2.2444
1.1156
1.9511
-1.0967
-0.4176
-0.3538
1.0863
-0.2261
-1.0383
-1.0696
0.2544
-0.2601
0.1372
0.5884
-1.3114
2.318
2.7966
-0.1577
-0.9584
-0.6431
0.5868
-0.6755
-0.1794
-1.2877
0.3218
-1.777
-1.3953
-1.1288
-0.4342
-0.8742
0.139
0.4715
-0.5186
-2.7108
0.5205
-0.5204
2.8791
1.6131
0.3435
-0.4059
0.2084
-0.3111
-1.0309
1.5392
-0.8839
0.2598
0.1313
-0.3654
-1.7701
1.294
-1.1262
0.5534
1.2901
-1.664
-0.3371
-0.5549
-0.6892
-0.2455
1.1537
-2.0473
-1.7381
0.0919
-1.1701
-1.2702
-1.6525
1.0739
-0.9482
-0.1691
-0.2279
-0.2711
-0.0107
-0.083
0.4139
-2.47
-1.2762
-0.6283
0.1555
0.0575
1.0304
-0.6097
-0.3557
-1.3061
-1.3926
0.0084
-1.0952
2.6238
1.605
-1.6509
-0.3194
-0.5719
0.3136
0.0818
0.4647
1.1681
-0.6784
-1.6892
-0.6024
1.2069
1.1489
0.0658
-1.9035
-0.3216
-1.4274
-0.3338
3.4961
0.488
-1.0007
-2.1339
-0.058
1.7389
-0.175
-0.3552
-0.2325
0.1834
-1.8235
-2.4107
-0.5106
-2.2742
-1.1321
0.0651
1.2965
-0.351
0.6767
1.2659
-0.0135
2.0736
-0.8558
-1.2667
-1.1108
-0.3762
-0.7867
-0.9499
-0.2685
-0.6547
0.007
-0.1797
0.542
-0.2768
-0.6937
-0.24
-0.6456
-0.1471
0.7448
-0.8599
-0.5734
-0.2108
0.1796
1.9504
0.137
-0.3991
1.8522
-0.7555
2.2469
-0.5335
-1.4445
-0.1256
-0.3455
0.1008
-0.5047
-0.8269
-0.5406
0.2894
0.9536
0.368
0.1741
-0.9374
-0.5337
1.4264
-1.5114
-1.1811
-0.5062
3.0845
-0.266
0.7307
1.1293
-0.0324
-0.4584
1.3861
0.0422
0.2241
-0.941
-0.1587
-1.2924
-0.8404
1.7038
-0.1437
1.5524
-1.88
2.0839
-0.4905
0.0784
1.2563
-0.8278
-1.2701
-1.6495
-0.286
-0.8908
-0.3668
0.2476
0.804
0.0403
0.3989
1.3565
-2.6353
0.3302
0.7626
-0.0366
-0.5139
0.8154
-1.6173
0.4911
1.3335
0.2496
-0.7727
-0.5199
0.4286
-0.3898
-0.7451
0.0858
1.5308
0.637
-0.1732
-1.5596
2.6826
2.0565
3.4626
-0.6142
-1.9745
-0.5946
0.8587
-0.1365
-0.7563
0.2281
-0.3408
-0.0491
-1.4143
-1.0056
0.046
-0.4635
-0.7838
0.5798
-0.507
-0.1273
0.9493
1.0878
1.2718
-0.5829
-0.5634
0.0931
0.1044
-1.1315
0.5902
-0.5945
-0.7972
0.7107
0.0001
-0.9717
-1.5516
0.1158
-0.2225
0.8551
0.1861
0.5219
-0.4891
0.4053
-0.3277
0.0764
-0.233
0.3278
-1.2368
1.1679
0.47
2.1424
1.076
-0.6316
-3.154
1.5074
-1.8056
-1.1022
-0.4634
0.2637
-0.4463
65.466667
1
3,272
63.53
BREAST CONSERVING
Breast Cancer
Breast Invasive Ductal Carcinoma
High
0
LumB
2
Positve
Positive
3
GAIN
Positive
Ductal/NST
1
Post
5
Right
6
6.04
IDC
Positive
1
HER2+
20
3
Died of Disease
-1.1371
0.2054
0.4052
-0.9279
-1.5699
0.9376
0.5414
0.1852
-0.2365
0.8786
-0.9137
-0.1062
0.1312
-0.0072
1.3846
0.9036
1.2203
0.221
-0.8678
-0.9493
0.8381
0.3748
0.5353
0.2982
0.3182
0.7575
0.6199
-0.1122
0.1408
-0.9176
0.2673
-0.4147
-0.8963
0.7325
1.3405
-0.2299
-0.0741
0.1134
2.4464
-0.6284
0.4969
0.4228
0.1183
0.0447
-0.0922
0.2926
-0.9655
0.8861
-1.2256
-0.0979
-0.7841
-1.0554
-1.2197
-1.3932
-1.2295
0.1605
0.4808
0.3314
0.7579
-0.1901
-0.4989
1.404
1.3215
0.5598
1.5107
1.6724
-0.1608
1.2827
-0.6333
1.1337
-1.0175
-0.1337
-1.0819
-0.7591
-3.3309
0.2876
-0.241
-0.3434
-1.1446
0.0013
-0.6024
0.2985
-0.3755
0.9689
1.1913
-0.7209
-0.7935
-0.7575
-0.0357
-0.274
-0.2226
0.1367
-0.0855
-1.1177
-0.3745
0.0403
0.2402
0.4948
-1.1044
-0.2224
-0.254
-1.8163
-0.819
-0.8459
0.7463
-0.4746
-0.703
1.1881
0.3363
0.9671
0.6404
0.5273
-0.1694
-0.927
-0.8061
-0.4498
0.3784
-0.666
-0.0753
-0.6105
-0.227
0.5104
-1.4252
-1.2053
-0.7202
-0.035
-0.9221
-0.2696
-0.6608
-0.3989
-1.3194
1.0398
1.629
-0.742
-0.4269
-0.9354
-0.6193
0.6182
1.4095
-0.3116
1.1498
0.6034
-0.235
-0.33
-0.5468
-0.3343
-1.3093
3.5074
-2.0924
-0.0513
-0.6282
0.2106
0.0287
0.893
1.0616
-0.9942
1.4574
0.4154
0.3676
-0.6607
-1.1463
-0.6934
-0.3411
-0.3161
0.0749
-0.4725
-0.9047
-1.4886
1.5747
0.1867
2.1565
-0.251
0.4876
-0.4628
3.787
-0.6106
-0.2476
-0.2008
0.0159
0.1081
0.2895
-0.2474
-0.7473
0.8331
0.2028
-2.0706
0.8062
-0.4228
-1.2134
-1.2665
0.3132
1.7661
1.1419
0.066
-0.1298
0.1961
-1.1872
0.1657
2.4099
-0.515
0.8626
1.2518
-0.4854
-0.3626
-0.1779
-0.0685
-0.3282
-0.8205
-0.5822
-0.2834
0.9432
-0.2513
0.3733
2.7385
-0.3866
-0.4317
0.5422
-0.382
-0.2731
1.4158
-1.0096
-1.1567
-0.7191
-0.0805
-0.8895
0.0378
-0.664
-1.4603
0.786
0.5641
-0.7476
-0.3888
-1.0819
0.2416
0.2606
-0.0965
-0.488
0.3467
-0.6702
-0.2256
0.9738
0.2306
-0.9207
0.3038
0.9033
-1.0468
-0.1452
-0.0252
2.0194
-0.0667
0.8112
-1.1769
0.139
0.5015
-1.4853
2.9433
0.7939
-0.3517
1.5292
0.167
-0.0996
-1.2011
0.1563
0.081
0.86
0.4178
-1.6131
0.7655
-0.2532
0.225
-0.902
1.7357
0.3188
-0.5815
-0.9332
-0.6819
0.2848
-0.0534
-0.2618
0.281
-0.3434
-0.4855
0.2248
-2.2644
0.9506
-0.3852
-1.0246
-0.545
-0.1323
-0.891
-0.1788
-0.2352
0.6602
-0.8076
-1.7944
0.3899
1.1217
1.0143
0.8426
0.4363
-1.0516
-0.4112
-0.4951
0.3411
-1.1403
0.8365
-0.1494
-0.3988
-0.5088
-1.1842
0.7421
-0.047
-0.0587
0.1778
-1.0617
-1.4987
1.5392
0.3808
-0.7806
0.7436
-1.1929
-0.4229
-1.1133
-0.8497
-1.5652
0.4136
-0.8406
-0.5662
-0.189
-0.5169
0.7776
-0.2511
-0.2828
-1.0485
0.5383
-0.2991
-0.3662
-0.4233
-0.9283
-0.2996
-0.1271
0.1555
-1.101
-0.5083
0.906
-0.8595
-0.6268
-0.2363
-0.4387
-0.0166
-0.5519
-0.2949
0.8546
2.6554
0.4536
1.9617
-0.1771
1.6233
0.0357
0.1503
0.421
0.6281
-0.2465
-0.5944
-0.4398
0.4247
-1.5732
-0.2372
0.0562
-0.7771
-0.8459
0.3616
0.0918
-1.2527
-1.8458
-0.4628
-1.1294
-0.3349
-0.4265
-0.6821
-1.3269
0.5619
-0.4521
-0.2067
1.5951
0.1033
-0.5136
-1.0538
0.2533
0.2854
0.0306
1.0325
0.2364
-0.0747
0.3357
-1.3575
-0.3418
0.9599
2.0787
-1.5678
0.1443
-0.5435
-0.0634
-0.3421
-0.4014
-0.2667
-0.8799
0.3868
-1.2903
0.3802
-1.6684
-1.418
-0.0828
0.7732
-0.2482
-0.3494
-1.2635
-0.6648
-0.4148
-0.1782
-1.03
0.0944
-0.5872
0.4436
-0.8276
2.0002
2.6218
0.1611
-1.2141
-0.4632
-0.7159
-0.1102
-0.1647
1.6993
0.3399
-0.6438
2.2015
-0.5259
1.4694
-0.5688
-0.237
0.48
-0.0779
-0.3767
-0.3918
-0.3664
-0.1295
0.1763
1.5864
-0.7132
1.7001
0.5985
0.3928
-1.3443
-0.7321
0.6162
-0.0656
-0.2248
-0.2694
-0.3312
-1.5299
1.7654
0.3446
-1.133
-1.0028
-0.0353
1.3852
-0.1403
0.2296
-0.4595
-0.1625
1.7113
-0.6807
-0.0343
1.3699
1.4104
-2.2144
0.1818
-0.7948
0.783
-0.4763
0.4486
1.7157
-0.0407
-1.0145
1.3522
3.2955
-0.68
1.0835
22.666667
1
3,275
45
MASTECTOMY
Breast Cancer
Breast Invasive Ductal Carcinoma
Moderate
0
LumB
2
Positve
Positive
3
NEUTRAL
Negative
Ductal/NST
1
Pre
1
Left
0
4.056
IDC
Positive
0
ER+/HER2- High Prolif
28
1
Died of Disease
-0.1397
-0.6644
-0.7799
0.686
-0.2864
0.7192
0.4864
0.1983
-0.021
-0.3294
-1.3162
0.4756
0.0583
1.0014
0.4735
-0.2357
0.2865
1.5921
0.2928
1.2817
1.4382
0.3281
-0.3273
0.7893
1.199
1.3478
-0.5713
1.1512
0.6097
1.3039
1.1087
-0.1754
0.5207
0.3015
1.913
0.4526
0.8334
1.0582
-0.0708
-0.0435
-0.2636
0.1785
0.583
-0.0029
0.9486
0.8729
0.3536
0.0547
-0.7167
-0.1406
1.0602
-1.4666
-0.4622
-0.4163
0.3094
-0.1616
0.8165
0.747
0.3826
-1.1721
-0.4999
0.2421
-0.2403
-0.2149
-0.5336
0.7259
-1.1385
0.4184
-1.6253
-0.759
0.0291
-0.8736
-2.1763
-0.6079
1.8835
0.5949
-0.8901
1.727
0.4563
-1.0641
0.2023
-0.2659
1.357
0.3632
-0.4682
-0.2441
-0.3148
-0.5871
-0.6916
-0.2327
-0.56
0.1097
0.3193
0.2135
-1.0084
0.4764
-1.0214
-0.199
-0.0536
-1.5626
0.5685
0.5414
-0.7163
-1.2394
1.5665
-0.1436
1.9978
0.7506
1.0302
-0.3597
0.085
1.3221
-0.9163
-0.4002
-0.4421
-0.6773
-0.6915
1.1184
-0.0795
-0.4093
0.7992
-0.0467
-0.1789
-1.244
0.0947
0.5981
0.1292
0.3223
0.7505
0.252
1.4506
0.0427
-0.2208
-0.5212
0.4023
-1.9968
-0.6754
0.3657
-1.4613
-0.2803
0.0156
-0.0819
0.667
0.0002
0.6723
0.4555
-1.07
0.6392
0.9592
-0.0404
-0.3642
-0.9218
-0.539
0.7386
-1.1996
1.583
-0.8044
0.3638
-0.9636
-0.3921
4.8869
0.0397
-0.8232
1.8432
-0.9141
0.956
-0.5018
0.8763
0.1093
-0.3039
0.9888
0.1101
1.18
0.7253
0.1218
-0.6534
0.8582
0.5403
1.0297
0.1788
-0.2421
-0.1567
-0.3552
1.0805
-0.8942
-0.7087
-0.8541
-0.6129
-1.9945
0.0628
2.457
-0.1874
-0.0624
-0.5218
0.1494
0.3554
-1.3056
-0.2979
-0.0629
-0.9403
1.4438
0.0612
0.9566
-0.712
-0.1103
0.6619
0.9391
-0.5871
2.1887
1.8739
-0.1652
-0.305
-0.6338
0.7981
0.8715
-0.1436
-0.7929
-0.593
-0.1629
-0.1235
-1.1127
1.3073
1.2269
0.8821
1.3288
-1.3031
-1.3246
-0.9639
-1.146
0.3904
0.8818
1.6874
0.9037
-1.8364
-0.4119
0.379
-0.2234
-0.6143
-0.2689
-0.0514
-0.6961
-0.3762
-0.8061
0.4039
0.1597
-0.2426
1.0123
-1.1821
0.0837
2.8091
1.1024
-1.0263
-0.1524
-0.1315
0.9712
1.0782
-0.8658
-0.1281
1.3717
0.3108
-0.6977
-0.2458
0.0597
-0.427
0.9376
-0.2728
0.3348
1.1894
1.0763
-1.0997
0.654
-0.4341
0.642
0.9406
-1.0852
-0.2099
-0.478
-0.6178
-0.526
0.4987
0.0514
-0.5354
0.9969
-0.4632
-0.9208
0.3746
2.1858
-0.4098
-0.1598
-0.8852
-0.5696
0.812
0.2339
-1.1717
-3.3638
-0.6722
-0.488
1.0223
-0.4033
1.7281
-0.2183
0.005
-0.7976
1.7964
-1.2069
0.2311
-0.1546
-0.0478
1.5709
0.6476
-0.5409
0.424
-0.5937
-1.825
0.3435
0.9363
2.1806
0.7906
0.1103
1.0422
-0.3727
-0.0764
-1.0241
-0.5088
1.1167
-0.4631
-0.2735
0.0182
0.4904
-0.0938
0.5826
1.4788
0.8392
0.4559
0.2298
-0.267
-0.846
-0.8305
-0.407
-0.5275
0.394
-0.8809
0.0365
-0.4628
-0.8639
-0.0312
-0.3845
-0.257
-0.6417
-0.1835
-0.385
-0.7406
-0.1368
1.2067
1.245
-0.1813
-0.9453
0.7784
0.0389
-0.8065
0.1833
-0.9868
0.5459
-0.2911
-0.2932
0.0889
-0.7094
-0.7028
0.5289
4.4174
-0.4512
-1.2262
0.424
0.3837
-0.8703
0.8569
0.5914
0.2915
1.2789
0.245
3.3358
0.587
1.1921
-1.4118
0.4957
-0.8626
-0.5716
-0.9353
-0.789
-0.7248
-1.2341
-0.374
0.5218
0.7482
0.6041
2.8565
-0.5852
-0.7033
1.6945
-0.8703
-0.6528
-1.1574
-0.209
1.9633
-1.0976
0.5973
-0.8858
0.0721
-0.0082
0.3327
-1.4099
-0.4721
1.1473
-0.3208
3.0363
2.9792
-0.18
-0.3289
-0.4993
0.5911
0.0168
-0.0464
-0.406
0.6706
-0.501
-0.4324
2.0854
0.1776
2.0659
-2.2298
-1.0157
-0.0678
-0.645
-0.3324
-1.3064
0.0975
0.7331
0.3193
-1.1552
0.2193
0.5935
0.4399
-0.6215
0.7746
-0.4469
0.1589
-0.8819
-0.582
0.4259
-0.7241
-1.6158
1.3665
0.5327
0.1723
0.4955
-0.4642
0.6553
-0.236
2.992
0.6942
-0.4574
2.9273
-0.9314
-1.1364
1.3115
-0.7011
0.1051
1.2345
-1.3128
-0.2787
2.8924
0.94
-0.3797
-0.2914
0.6901
0.8362
1.0688
-1.1868
0.889
-0.7469
-0.0159
-1.2141
-0.1727
-0.7242
-0.1473
-0.1921
-0.1439
0.2206
-0.8147
41.533333
1
3,277
29.92
MASTECTOMY
Breast Cancer
Breast Invasive Ductal Carcinoma
High
1
Basal
2
Negative
Negative
3
NEUTRAL
Negative
Ductal/NST
0
Pre
1
Left
3
5.06
IDC
Negative
1
ER-/HER2-
30
2
Died of Disease
-0.5267
1.0447
1.0417
-2.783
0.5807
0.3365
-0.4598
0.5239
0.5184
0.733
-1.5792
0.421
-0.0086
0.3142
1.61
0.6483
0.3589
-0.1641
-0.2971
-1.2052
-0.4653
1.2794
-0.2907
2.1277
1.1941
1.7178
2.0591
1.779
1.144
-0.9014
3.1639
1.1519
-0.4757
2.1485
0.0305
0.9484
-0.0514
0.8018
0.3262
0.4949
1.1152
0.1875
0.4803
-0.9576
0.8835
0.3817
0.8209
0.1143
-0.6104
0.9077
1.0324
-0.3408
0.1284
-0.8228
-0.5257
-0.2479
0.6311
2.0637
0.6499
-0.9115
-0.5738
0.6547
-0.2705
-0.687
1.9327
-0.5955
-0.4464
-1.08
0.0015
0.3257
-0.1627
0.1422
-1.6557
0.8492
0.25
0.5611
-0.608
-0.4821
-1.3749
-0.7601
-1.119
-0.3261
1.0254
-1.2395
1.2088
0.9102
-0.1342
-0.1097
-0.0062
1.0855
1.0296
-1.0959
-0.1661
-1.2165
-0.5967
-0.1776
-0.0568
-1.3834
-1.0783
-0.1197
1.8236
-0.5305
-0.9476
-0.8698
-0.5788
-0.9411
-1.0981
-0.5351
-0.5913
-0.6468
0.1295
-0.2028
-0.9383
-0.3921
-0.728
0.8657
0.7243
-1.917
0.186
1.2675
1.0776
1.4706
-1.5405
-2.0138
-0.0045
1.788
2.6518
0.1791
-1.448
-0.0008
-0.3903
0.3762
-1.0838
-0.9354
-0.6121
0.3005
-0.7105
0.5152
-0.5548
-0.5491
0.6605
-0.6353
2.3886
1.8485
1.1357
0.8807
-0.4574
0.4218
-0.8003
-0.2468
-0.3273
0.6084
0.2549
-0.1179
0.7913
0.3222
-1.4177
-0.7648
-0.5553
0.1744
-0.4357
-0.515
2.4387
0.2283
-0.3623
0.8271
0.2095
0.3432
-0.2866
-0.2793
1.1672
1.3439
1.7409
0.0811
-1.3431
0.0884
0.5145
-0.4029
0.5833
-0.8548
-0.5463
0.1366
-0.4733
-0.3767
0.3695
0.0674
0.4125
-0.5879
-0.814
0.0021
1.0921
-0.7269
-0.8407
0.3494
1.0077
0.605
-0.0085
1.1842
0.065
0.3403
0.4414
0.9602
0.7516
0.5304
1.9841
-0.1893
0.3106
1.9639
-0.4041
0.4126
-0.6068
-0.3261
-0.2268
1.4554
0.1414
-1.2324
1.3838
-0.065
-0.0812
-0.0589
-0.026
-1.487
2.1246
2.6847
0.3249
0.0004
-0.8185
1.7553
-1.1355
0.7609
-0.8441
0.6214
-1.1498
-1.1814
-1.0546
-0.0854
-0.3261
0.3765
1.0644
0.1745
-0.6462
1.1689
0.1451
-0.0641
1.4656
-0.5965
-0.1941
-0.074
-1.4875
0.9732
1.1149
0.6259
0.2174
-0.562
-1.183
-0.4881
1.1105
-0.5042
1.5641
0.448
-1.5893
-0.5247
0.2222
0.7117
-0.9481
-0.2878
-1.6889
0.3272
-0.1634
-0.7701
-1.0211
0.0346
2.0228
0.0876
-0.3026
0.1705
0.0258
-0.8
-0.0214
-0.1293
-0.9518
-0.4841
1.2028
-1.7514
-0.8178
0.5245
-0.9095
-0.4226
-0.9641
-0.8561
-0.1593
-0.8747
0.7916
0.4143
-1.5387
0.1273
0.1186
1.9309
0.4938
1.0318
2.0534
-0.7933
-1.5917
0.6334
0.4923
0.4531
-0.0246
-0.087
-0.566
-0.9894
-0.9156
1.9849
-0.2144
-1.0987
-1.7689
0.2229
3.0561
-0.5797
-1.7226
-0.8817
-0.2565
0.7584
-0.4998
0.1252
0.2496
0.2137
-1.2286
0.9774
-0.2848
-1.4733
0.1716
0.2122
3.3294
-0.537
-0.539
-1.6845
-0.2091
-0.1228
-0.7296
0.0567
-0.9725
1.4971
-0.4717
-0.3493
-0.4728
-0.9286
2.3829
0.8746
0.1048
-0.3964
-0.1247
0.6625
1.5687
-0.4844
-0.5854
-0.4335
-0.4558
1.1214
-0.2654
1.6581
-0.9256
-0.4574
0.2094
0.4253
-0.315
-0.2283
0.9179
1.54
-0.7873
0.4538
-0.0473
0.1913
-1.2663
-1.6226
0.1667
-1.3859
-0.7391
-1.1781
1.3202
0.3085
-0.4727
0.0627
-0.6315
-1.5674
0.3238
0.2726
-0.8755
-1.3462
1.1573
0.3506
-0.7932
1.6333
0.1663
1.7215
-0.4431
0.2939
-1.2478
0.0673
1.4408
0.6856
0.0217
-0.7962
-0.6664
-0.5764
-0.3018
-1.2305
0.5228
0.4736
-0.9045
-0.5141
-0.9556
0.6186
0.9355
-1.5837
-0.7461
-0.3343
-0.6406
1.5671
-0.065
-0.646
1.5608
-0.3784
1.6805
0.2919
-2.3903
0.7824
1.1324
0.9824
-0.9597
1.5613
1.6885
0.6445
1.5853
0.3804
-1.574
0.0241
3.0019
-0.4705
-1.0534
3.4318
0.3352
-0.111
0.9128
-0.8586
-2.9342
-1.3715
-1.0998
0.2597
0.5902
-0.9209
0.887
-0.2194
0.2689
0.0457
-0.4737
-0.023
-0.0344
-1.3209
-0.0335
-0.8419
-1.1797
1.086
0.8972
-0.2827
-1.6179
2.8455
0.7213
-1.3781
0.8951
0.6416
-0.4458
0.8256
0.4738
-0.0877
-0.7288
1.6454
-0.0298
0.8328
-0.3902
2.3024
0.3698
-1.1528
1.4192
-0.5371
1.1003
-0.8315
-0.7162
0.9666
-0.1899
32.933333
1
3,292
60.04
BREAST CONSERVING
Breast Cancer
Breast Invasive Ductal Carcinoma
Moderate
0
claudin-low
2
Negative
Negative
3
NEUTRAL
Negative
Ductal/NST
1
Post
10
Left
0
4.036
IDC
Negative
0
ER-/HER2-
18
1
Living
-1.5975
0.0971
0.0822
-0.9514
-1.0305
-0.9427
-0.3573
1.7137
-2.1861
-0.1611
-0.9105
0.5829
-0.8246
0.542
0.9735
0.1003
0.8578
0.2761
-0.4177
-0.9985
-0.9122
0.4402
0.7943
5.9881
0.0494
1.4423
1.5974
-0.0088
0.6422
-0.6072
-0.1911
1.5386
1.2914
1.7946
0.9373
1.018
1.7683
0.5679
-1.5598
1.1915
2.2145
0.7434
0.5542
0.2128
0.3872
1.3871
0.5387
0.1191
-0.1122
1.1636
0.9072
-0.1534
0.8461
0.2788
-0.9094
-1.1798
1.0343
1.0292
0.012
-0.7699
-1.4643
0.6969
1.2139
-0.9856
0.9519
-0.1548
-0.8404
0.5038
-0.5392
-0.3978
-1.4783
-1.0001
-1.1668
0.6416
0.0134
1.0351
-0.6415
0.8005
-1.2458
-0.2213
1.4468
0.0541
0.5061
-0.6307
-0.3719
1.7857
-1.2234
-0.9331
0.1108
1.7414
-0.0777
0.0064
0.9247
-0.1556
-0.8102
-0.2114
-0.1955
-1.3662
0.8951
-0.2335
-0.6686
-1.0189
0.2581
-0.2584
-0.0306
-1.1891
-0.3138
0.316
1.2179
-2.3477
1.4577
1.0205
-0.4206
0.8081
-1.5605
-0.8413
0.3094
-0.4972
-0.5089
0.1632
0.5224
-1.1292
-0.8465
-0.6371
0.0909
0.5097
1.5403
-2.0253
-1.0718
1.523
5.1854
-0.5518
-0.161
-0.9643
-0.4986
0.2135
0.8015
0.6804
-0.9764
0.6272
-0.0288
-1.2673
1.0049
-0.2333
1.0626
1.7889
-0.1256
-0.6936
0.7759
-0.014
-0.5798
0.2142
0.4048
-0.1836
0.2264
0.1767
-1.0923
-1.705
-0.2537
0.9004
-0.127
-0.3106
3.0069
0.9914
-0.1855
1.0595
0.5451
-0.8922
0.5852
0.1518
0.6182
3.4693
-1.2533
0.2824
-0.5719
-0.4725
0.1634
-0.3083
0.2145
0.514
0.4682
-0.3923
1.1374
0.7563
0.8422
-0.3101
-0.334
-1.1988
-0.3757
-0.6459
1.1756
-0.9544
-0.3131
1.6315
1.3742
0.8841
-0.6349
0.5657
-0.3807
0.2801
0.0614
-0.9638
1.8863
-0.8736
2.4009
-0.7533
-0.5344
3.0502
-1.0324
0.9362
-0.6104
-1.5163
-1.5137
2.1498
0.3308
-1.1449
-0.0973
0.2322
0.9242
0.8546
-1.0328
-0.4941
0.7884
1.4779
1.1059
-0.7938
-0.5363
-0.5707
-0.8159
0.5586
0.0173
1.6811
-0.0379
-1.8864
0.4897
0.2444
-0.0635
-1.301
-0.6257
-0.4467
-1.2244
1.2376
0.3962
0.9608
0.9624
-1.0999
0.5419
-0.5325
0.0934
0.289
0.7681
-0.6915
-0.214
-0.8236
-1.418
-0.2207
-0.0335
-0.7513
0.7813
0.3761
0.2197
0.0784
-0.7608
-0.0118
0.4963
0.3243
-1.8389
0.7626
1.1102
0.6904
-0.3672
-1.4313
-0.4322
0.7601
-1.0178
-0.4693
0.6999
-0.3593
-0.5553
0.5208
-1.9274
-0.6244
0.3336
1.153
-0.5465
1.3954
-0.5815
-0.4202
-0.6373
-0.9174
1.0929
-0.2617
0.882
0.4022
0.4052
0.7742
-0.7205
0.578
-0.0747
-0.3763
0.3343
-1.387
-1.6965
0.3405
-0.8074
-0.5127
-0.7538
-0.3506
-0.0548
0.4229
-0.9325
1.7293
0.0897
-2.1151
-0.4976
0.701
0.5096
-0.4726
-0.836
-1.1801
0.4426
0.6762
-0.321
-0.3427
-0.8884
0.5935
-0.3946
-0.1071
-0.6477
0.1224
-0.7836
0.2055
0.5875
-0.1273
-0.163
-1.3095
0.3229
-1.4843
-0.4947
-1.2365
-1.4763
0.5561
-0.7936
0.5844
0.1048
-0.5049
0.5454
0.1446
0.6178
-0.1722
0.2788
-0.9341
1.0677
0.3891
0.2112
0.3828
0.8299
0.6735
-0.0452
2.2043
-0.0792
-1.1908
0.0844
-0.0391
-0.3008
0.0295
-0.2337
0.3992
0.4032
0.5904
1.4642
-0.2749
0.8682
-1.2322
0.7108
-1.6381
-0.6257
0.7426
2.033
0.9089
0.9977
-0.6427
0
0.1793
0.0168
-0.4694
-0.1829
-0.4725
0.2707
-0.733
-0.8333
0.8157
-0.1338
0.5382
-0.4385
-0.5354
-1.2997
-0.4969
1.482
-0.3452
0.4918
-0.1489
-0.6252
-0.7416
-0.3903
0.5525
0.684
0.7149
1.5391
1.1266
-1.1499
0.3713
-0.6407
0.0465
-0.6686
0.0699
-0.4473
1.0078
-0.1805
0.0417
2.0696
-0.7611
4.0562
0.1389
0.3942
-1.396
2.3409
0.3392
-0.5802
-1.8882
-0.0511
0.2029
0.1156
-1.7358
-2.1345
-0.1145
1.1494
1.1273
-1.2199
0.0796
-0.5338
-0.0798
0.3765
-1.2119
-0.3354
-0.4958
-0.8042
0.1116
-0.1071
-0.5072
0.1914
0.9054
0.7443
-0.2791
-0.3619
1.6099
1.2298
-1.0977
-0.0978
-0.353
0.3186
1.4334
-0.5601
-0.874
-0.235
1.2596
-0.0445
-1.7741
-1.6668
0.9359
-0.1361
-0.6028
-0.0317
-0.5735
-0.1673
1.1219
-0.2501
-0.4307
0.2368
-0.1791
-1.339
-0.2166
-0.6176
0.2136
-0.3262
-0.5179
-0.3988
0.0694
-0.7719
217.766667
0
3,295
60.42
MASTECTOMY
Breast Cancer
Breast Invasive Ductal Carcinoma
Low
0
Normal
2
Positve
Positive
3
NEUTRAL
Negative
Ductal/NST
1
Post
4ER+
Left
0
4.05
IDC
Positive
0
ER+/HER2- Low Prolif
25
1
Died of Other Causes
-0.4406
-0.6724
-1.3963
0.7793
-0.197
-0.1929
0.7818
-0.7667
-0.9642
1.1719
-1.0625
-1.5694
1.1147
-0.4595
-1.0801
0.8096
-0.3051
-0.0897
-0.6312
-0.3379
0.5141
-0.9403
0.8444
0.2466
-1.279
-1.4912
-0.7971
-0.416
-1.1814
-0.1544
-0.4833
0.2199
0.3514
0.161
0.2084
0.2066
1.0961
-0.1839
-0.0453
-1.5484
-0.1184
-0.0745
-0.6134
-0.68
-0.7061
-0.8048
-0.2282
0.7219
-0.2473
-1.0012
-0.3731
0.3919
0.755
0.5658
-0.1399
-0.1798
1.4169
-0.2654
-0.556
0.5353
-0.4983
0.334
-0.1639
-0.5838
-0.8574
0.3595
-0.621
-0.8016
-0.5986
0.2251
-0.3009
1.3732
-0.9806
-0.114
0.9616
0.1975
0.6604
0.4447
-1.5097
-0.3502
0.9682
0.3374
-1.6289
-0.542
-0.7889
2.1514
-1.0011
-1.0186
-0.5172
0.5436
-0.1407
0.2551
-0.2598
0.3398
-0.5915
0.4005
-1.4242
-1.2385
-0.1984
-0.428
-1.0239
-0.1699
0.0468
-0.3161
1.0007
-0.4499
-0.1296
0.5623
0.9113
-0.3594
-0.0732
1.1748
-0.9304
-0.1688
-0.8834
-0.7228
-1.0686
-0.5672
-0.8733
-0.1953
-1.666
0.2466
0.4278
-0.8428
1.2991
-0.4155
-0.8022
-0.1456
-0.0805
0.234
-0.5448
-0.5733
0.2023
-0.8305
0.1042
-0.04
-1.2904
-0.932
0.1679
-0.3534
0.1062
0.5552
-0.9821
0.6338
0.5888
0.0623
-1.6611
-1.4031
-0.5881
1.2177
-0.201
0.1431
0.3485
0.6524
-0.3804
-0.909
0.1652
0.5445
-0.9642
0.139
1.4573
-0.2555
1.1026
0.5433
-0.8673
0.2042
0.4978
-0.8751
-1.5334
-0.7508
1.1598
-0.5284
-0.4252
0.1534
0.1228
-0.754
-0.8092
-1.8134
0.7923
0.5323
-0.257
-0.0719
1.6948
-1.9225
-0.6246
-0.9044
-0.3935
0.624
0.5472
1.0916
-1.0663
0.7387
0.2378
-0.601
-0.6073
-0.2825
-0.949
-0.4273
0.9922
-0.8952
-0.064
-0.6014
-0.0288
-1.9136
-0.2708
0.3232
-1.038
-0.53
-0.3698
-0.3842
-0.1947
-0.7499
-0.6761
0.9034
-0.5977
0.3901
0.539
-0.6815
-0.253
0.6687
1.4915
-0.3616
-0.3984
0.8616
-0.8937
0.0503
0.4108
-0.8816
-0.9675
1.2394
-0.9743
1.1384
-0.7452
-0.7846
-0.2592
0.3104
1.7011
-0.3915
-0.1821
-0.8339
-0.1906
-1.0385
-0.8704
0.3832
0.0021
-0.289
1.3028
-0.1509
0.5304
-0.5301
-0.1504
-0.8913
-0.8158
1.3961
-0.885
0.6084
0.1174
-0.3105
0.2229
-0.8153
0.1425
-0.2913
-0.2814
0.1516
0.6798
0.0792
0.1345
0.8785
0.8258
0.3371
0.5711
-0.7035
-0.2432
-0.5357
0.0351
-0.1471
0.9257
0.0581
-0.1129
-0.2657
0.2949
-0.4634
-0.1049
0.1616
0.3929
0.0667
-1.1232
0.9592
0.3181
1.2435
1.0103
-1.4754
0.4505
-0.7834
-1.5363
-0.9602
-0.6644
1.1302
1.0577
-0.7013
-0.5646
-0.6067
0.6492
-0.7667
0.2054
0.4815
-1.0402
-0.7378
-0.2989
0.5506
0.0375
1.3143
-0.3357
-2.0863
1.0147
-0.1089
0.4955
0.0822
-0.7097
0.2237
0.9713
-0.2527
-0.5013
-0.0464
-0.8307
0.2637
0.0444
-0.0803
-0.1438
-0.0823
-0.0788
-1.3997
0.1384
-0.779
0.0531
0.3815
-1.0439
-1.0191
1.5447
-0.2824
-0.82
0.2511
-0.7539
-1.1878
1.321
-0.2479
-0.1617
-0.1835
0.0761
0.3136
-0.0447
0.0878
0.276
0.7334
0.154
0.8201
-0.5093
0.923
0.5626
2.2009
0.601
-0.3078
0.6691
0.1591
-0.6494
-1.6339
0.2565
-0.3084
-0.0041
-0.0454
-0.7274
0.2814
-0.1538
0.257
-0.3632
-0.0989
0.055
-0.24
-0.5024
-0.054
0.8802
0.2695
0.381
-1.212
0.8096
0.2645
-0.291
-0.3587
-0.8481
0.4546
-0.2607
0.4847
-0.6409
0.3241
-0.148
0.4641
0.4268
0.2973
0.851
-1.3802
-0.312
-0.7639
-0.3651
-0.1609
0.67
-0.53
-1.2559
-1.4226
-0.6512
0.3742
-0.4998
-0.41
0.2127
1.1993
-0.2424
0.3966
-0.8332
0.0422
-0.1023
-0.8431
0.1863
-0.1895
0.8438
-0.2804
-1.7076
0.0262
2.1646
1.6603
-1.1385
-0.4065
2.8745
1.2724
2.3218
-0.3848
-0.4646
0.1791
0.2401
-0.3469
1.1607
1.0304
-1.1265
-0.7727
0.7802
-0.0875
-0.8622
0.1366
-0.5681
3.2144
-1.029
0.2264
0.6273
0.3518
1.0748
0.6649
-0.7245
2.4828
0.8981
0.4357
-1.1352
-0.1195
0.5363
3.0462
-0.8212
-0.7976
-0.0412
0.4488
0.3885
-0.0738
-0.1904
-0.2619
2.0102
0.5407
0.1956
0.4244
-0.1483
0.1652
0.0573
0.7281
2.5007
3.3435
-0.1386
-0.4141
-0.0819
-0.4515
0.0759
-0.3848
-0.1887
-0.8521
2.7654
158.533333
1
3,297
42.72
MASTECTOMY
Breast Cancer
Breast Invasive Ductal Carcinoma
Low
1
Basal
2
Negative
Negative
3
NEUTRAL
Negative
Ductal/NST
0
Pre
10
Left
1
5.05
IDC
Negative
1
ER-/HER2-
25
2
Living
0.1957
-0.0056
2.0927
0.8002
1.4308
-0.3861
-0.6497
1.8204
-0.9612
-0.8561
-0.3297
-1.2556
-2.0066
3.7069
2.1996
1.2412
1.981
-0.2808
-0.9229
-0.4249
1.4014
3.252
1.1526
6.2145
1.0643
1.3979
0.4795
0.0902
0.8359
0.79
0.8925
6.5998
0.1119
2.0063
3.1195
1.6496
1.9932
1.424
0.576
2.5292
1.7704
-0.1132
2.5316
0.7929
0.4599
0.9297
0.5844
-0.2496
0.8572
0.1591
-1.0614
-1.7512
-0.2671
-0.1154
-0.7474
-1.0951
2.1669
1.1714
2.8199
-0.3997
-1.8203
0.9159
-1.2593
-0.25
1.2081
-1.0507
3.5387
0.0109
0.0243
-0.0375
-1.5084
0.3235
-1.1916
-1.1969
1.3155
2.4474
-1.6715
3.3506
0.0729
0.8037
2.103
-1.2421
0.4147
-1.9613
-1.8171
0.9839
-0.3883
-1.4818
-1.7113
1.5343
7.2538
2.6404
5.3531
-0.7716
-0.5926
-0.6961
-0.4837
-0.3452
-0.9293
-0.053
0.3408
0.9968
-0.3021
2.8776
2.3059
0.0126
1.3129
4.6499
1.5616
-1.5003
0.0581
1.1627
0.1063
-0.6771
-2.2306
0.1888
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-0.9958
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1.371
-0.3417
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9.8593
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0.4939
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0.3261
1.1969
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0.9346
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0.2168
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0.3161
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1.1202
1.3803
0.0082
0.5825
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0.9753
0.3014
-0.8552
1.1259
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1.0476
-0.699
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-0.9432
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1.3087
1.3023
-0.501
0.5324
-0.1883
-0.3543
-0.6014
-2.2695
1.2874
-0.5064
-0.7175
-0.8033
3.0361
1.9385
0.2642
-1.3727
0.0896
-0.128
-0.1772
0.3995
0.1168
0.6727
-1.3685
0.9676
1.2734
-0.1049
-0.3915
-0.3377
1.5787
-1.2497
1.914
-1.1747
0.3694
-0.5552
-0.2088
0.2184
-1.2216
-0.3197
0.2329
-0.3416
-0.5285
-0.5217
-0.6268
0.2782
-1.0701
0.4787
-0.7599
0.054
1.8841
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-1.37
-0.5871
1.8171
0.3641
0.4286
-0.2132
-0.2008
-0.3183
-0.8721
-2.2045
0.9176
-1.1556
-1.8359
1.2451
1.4193
-1.2473
-0.4104
0.4569
0.8641
0.7763
2.4122
-1.3624
0.7425
1.8483
0.5302
2.6127
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-0.7163
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0.1319
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1.3593
0.14
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0.154
0.3028
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0.4149
-2.087
-0.9094
0.0593
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1.6541
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0.909
-0.5327
0.2118
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-0.7939
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-0.5853
0.2327
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-0.4436
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0.0453
0.0819
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-0.3685
1.8864
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2.5132
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0.0426
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0.396
0.2545
0.629
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0.3423
1.3304
0.1812
0.4451
1.5807
-0.2062
1.5464
1.3492
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0.1664
2.0395
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0.7359
0.4863
0.4214
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-0.2536
-0.69
0.909
-0.6953
-1.0915
0.3782
1.1039
0.1068
-0.4563
-0.3808
-0.1304
1.0225
0.4917
-0.7315
1.133
-0.9912
-0.4207
2.9409
-0.8515
-0.3634
0.372
-0.561
-0.3497
-2.4866
-0.6766
0.6163
0.0794
-0.2532
2.0093
-0.663
-0.8972
1.0237
0.1398
-0.0346
1.2695
0.762
1.1332
0.7722
-0.8486
-0.8066
-0.5222
2.6177
0.7331
0.1818
-0.1549
0.5763
0.321
1.344
-1.2294
-1.0232
-1.8698
0.2238
-0.833
-0.1281
2.7058
-0.7108
1.6751
-1.8316
0.3039
0.0299
0.2483
1.1838
-0.4546
-0.5806
0.036
-0.9812
-0.828
3.3986
2.2128
0.1934
0.8398
1.1314
2.4123
-2.0302
-0.4746
-1.3703
-0.5156
-0.8245
-0.5155
-1.5307
2.0148
1.5686
-0.1897
0.7767
0.6818
3.64
1.4713
-0.2269
-1.2259
-0.623
1.0949
-1.4003
-0.4055
-0.9629
-0.0323
-0.1669
0.0992
-1.9116
-0.1757
1.6378
-0.1421
-0.8945
-0.8965
1.437
-0.8327
-0.3159
-1.2972
-0.0777
-0.0111
0.2614
0.1991
0.5128
-1.1874
1.9738
0.6881
0.9147
0.1419
-0.1469
1.6178
0.422
-1.1935
-0.6266
-0.0875
-0.9347
0.0191
-0.1661
-1.6657
-1.5265
0.1154
0.8025
-0.9941
-1.1454
1.9109
-0.9083
0.1212
-0.7611
-1.2162
-0.4502
-0.184
-0.6103
1.3639
0.8239
3.099
0.9727
-0.5245
-1.0264
-1.1325
-1.361
0.3773
0.132
0.2584
-0.6929
236.066667
0
3,298
48.75
MASTECTOMY
Breast Cancer
Breast Invasive Ductal Carcinoma
High
0
LumA
2
Positve
Positive
2
NEUTRAL
Negative
Ductal/NST
0
Pre
3
Right
0
3.03
IDC
Positive
0
ER+/HER2- Low Prolif
15
1
Living
0.5588
0.0558
1.0564
1.338
-0.8951
0.6357
-2.4743
0.0467
-2.201
-0.2947
0.2285
-1.1932
-0.4841
0.3835
0.6906
1.1389
0.2812
0.7223
0.1741
0.5489
-1.0741
0.0994
-0.4797
-0.2925
0.3643
0.4039
-0.7021
-0.1244
-0.6095
0.0845
-0.5927
0.0758
0.3666
0.1509
1.1334
-0.5942
0.169
1.3282
0.2036
-0.7775
-0.7889
-1.1554
-1.0361
-0.8358
-0.8784
-1.241
-1.5269
0.2669
-0.4297
-0.7915
-0.145
-1.2517
0.2713
0.5436
-1.0861
0.3076
0.198
-1.4807
2.5649
0.3286
-0.9162
2.5784
-0.5903
-1.1246
1.0009
-0.9089
-0.4561
1.4366
-0.1315
-0.4599
-0.0576
0.0384
-2.4327
-0.4245
-0.0999
0.414
-0.2937
0.1583
0.3423
0.1298
1.9319
-0.8642
-0.0971
-0.7561
-0.3709
-0.1731
0.9934
-0.6816
-0.1374
-1.0081
0.2055
0.2878
-0.7143
0.4093
-0.1091
-1.1294
-0.536
0.4493
-1.3488
-0.2619
-0.5673
1.206
-0.6023
-0.4589
-0.3393
-1.3009
0.8091
-0.0392
1.801
-0.8008
0.9531
1.5384
-0.0445
1.0281
-1.2875
-0.5325
-1.9992
-0.8726
0.1747
-0.2094
-0.3355
-0.3645
-0.134
-0.891
0.5171
0.5139
0.2321
0.5196
0.6513
-0.2281
0.7475
-0.298
0.831
-0.6516
0.7164
0.5287
0.834
0.6199
0.4408
-0.5063
-0.1107
-0.3565
-0.8184
0.1352
0.4175
-0.4162
-0.2645
0.3352
0.5312
0.1721
-0.3204
-0.4131
-0.051
0.1484
-0.1191
0.8704
-0.3421
0.4245
-1.158
0.5516
0.2845
-0.1466
-0.4244
0.3613
-0.2479
1.5517
0.3218
-0.487
-0.2228
-0.6314
0.1808
-0.2379
-0.8954
2.3349
0.7546
-0.0931
0.0519
-1.1445
0.2046
0.1266
-0.6211
-0.1452
1.0194
1.1566
-0.9016
-1.1974
-1.0539
0.9092
0.0987
1.7656
0.4125
1.3822
-0.302
-0.796
-0.1468
-0.4279
-0.1742
-0.9728
-0.1874
0.2273
0.1468
0.0173
-0.589
-0.1256
-0.5241
0.2405
0.5778
-0.5876
1.4145
1.0225
-0.7766
0.8242
0.2899
0.0336
1.3585
-0.9689
0.6506
-1.0808
-0.7959
0.178
1.3565
2.1071
1.2303
0.1186
-1.2573
0.6633
0.3439
-1.0748
0.4257
-0.7144
-0.1962
1.4751
1.0784
-2.021
-0.4264
2.5015
2.177
-1.4077
-0.433
0.048
0.504
-0.8022
-0.9648
0.9139
0.2851
1.1381
1.0729
-0.7329
0.0275
0.1151
0.0327
-0.3067
-1.0144
-0.7761
-0.6171
0.0108
0.4018
0.8688
0.0446
-0.2096
-0.1867
0.3036
-1.1045
0.6772
1.9542
0.161
1.2432
0.7571
1.4298
1.1884
0.9939
-0.1924
-1.1071
0.0043
-0.5385
0.5472
0.6731
-0.3379
1.5508
-0.2018
-0.0149
-0.2359
1.1966
-0.4446
0.4284
-0.0008
1.1272
0.7318
0.9735
-0.4485
-0.4174
0.2195
-0.3263
-0.8081
-0.0634
0.4022
-1.0828
1.3591
-0.0068
-0.0504
-0.0921
-0.5985
0.2506
-0.204
-0.9022
0.6515
-0.3624
-0.8456
0.2728
1.2971
0.0479
-0.2871
-0.6992
-1.4372
1.1422
1.5303
0.9616
0.2963
0.8493
1.1165
0.9301
0.4162
-0.1961
-1.0653
-0.7105
0.3132
0.2289
-0.3659
2.8822
1.2251
-0.524
1.1338
-0.1068
1.5006
-0.7896
0.4433
-0.574
0.5183
0.2218
-0.2586
0.1601
0.4407
-0.1117
-0.7966
0.0356
0.1074
0.3732
0.3226
-0.7118
-1.9286
-0.6173
0.4924
-1.4533
-0.3149
1.7862
0.3007
-0.7264
-0.2468
1.7907
-0.2538
-0.3217
-0.5585
1.9999
-1.1216
-0.1919
-0.7984
-1.1365
-1.3642
-0.3009
-0.7999
0.5827
0.6203
0.2077
1.9209
-0.013
1.1513
-0.6174
0.2411
-0.2348
-1.6285
1.0953
0.6503
1.5389
0.1151
2.1575
0.5789
-1.1139
0.3194
-0.6631
-1.3201
0.8293
0.1051
3.1034
0.446
0.6253
-0.7127
0.8292
0.4699
0.2817
-0.1054
0.079
0.353
-0.6201
1.6784
-0.6611
-0.3398
1.2905
2.3442
-0.2366
-0.524
-2.3124
-1.9735
-1.4629
0.5894
-0.3569
0.8799
-0.9992
-0.4586
-1.1471
-0.5172
-0.6506
0.5577
-0.12
1.627
0.2195
-0.4862
-0.1031
1.8137
1.2767
0.6024
1.277
1.3005
1.1815
-0.4141
-0.4268
0.7513
-0.4878
0.4641
0.5521
0.7105
-0.6187
-0.3182
-1.022
-0.1175
-1.1586
-0.2597
-0.6955
-0.2892
0.1209
-0.3626
-0.8694
0.6566
-0.5545
-0.3815
2.0051
-0.5488
0.1429
1.4843
1.0375
0.417
0.3718
1.0961
-0.99
0.0104
4.3315
0.421
0.2848
0.2
-0.4972
-0.63
1.6374
-0.7953
1.16
0.5854
-1.0576
-0.7068
-0.189
-0.0685
1.2355
-0.1386
-1.1902
0.8745
-0.5023
-0.9567
-0.7556
-0.0103
0.1833
-0.5825
-0.6253
242.566667
0
3,300
64.99
MASTECTOMY
Breast Cancer
Breast Invasive Ductal Carcinoma
Moderate
0
LumB
2
Positve
Positive
2
NEUTRAL
Negative
Ductal/NST
0
Post
7
Left
0
3.038
IDC
Negative
0
ER+/HER2- High Prolif
19
1
Living
1.1088
-0.4018
-1.4429
-0.871
-0.3963
-0.7086
0.6961
0.4081
-1.0944
-0.8155
-0.7617
-1.0761
1.4629
-0.1439
-0.2517
1.4095
-0.3668
0.6082
-0.1066
1.0838
0.1107
-0.1739
2.3051
-0.1473
0.3168
0.0508
-0.4154
-0.5364
-0.4205
-0.0615
0.0439
-1.1658
-1.3341
-0.0516
-0.8316
-0.3727
0.2719
0.4321
-0.3455
0.5162
-0.9153
-0.0326
-0.1612
-0.7346
-0.824
0.0452
0.7709
0.9511
-0.4211
0.3421
0.7177
0.3819
0.0815
-0.2081
1.089
-0.6269
-0.0169
-0.0606
0.9626
-0.1488
-1.299
1.3729
-0.6785
-1.5673
-0.0008
0.2535
-0.1254
0.654
-1.2149
-0.1534
-0.3932
0.9121
-0.8064
-1.1842
0.9779
-1.7797
-1.1607
-0.0322
-0.6091
-0.2483
-0.7919
-1.3689
-1.0442
-1.1389
-0.5871
-0.5258
0.1484
-0.879
0.3143
-0.3264
-0.7784
-1.9502
-1.4811
-2.2463
0.4764
-0.7791
0.1865
1.0024
-0.9263
-1.3484
0.6953
-0.6236
0.5027
-0.7339
0.7509
0.7919
-0.8543
-0.9032
-1.389
-0.1197
0.7873
-1.2673
-0.2934
-0.6959
-2.0021
0.5743
0.6892
-0.5704
1.0716
-1.1984
-0.4632
0.0521
0.7916
0.8611
0.9018
0.7024
-0.7009
-0.6011
-0.3749
1.0257
2.7522
1.119
-0.0302
1.3618
-1.3791
-0.4252
-0.9796
0.1167
0.6982
3.2744
1.1142
2.8613
-0.4706
0.6369
-0.4268
-0.403
0.0561
0.5243
-1.0524
-0.5179
-0.3312
1.7955
-0.9006
0.983
0.5958
-1.8805
-0.3983
0.2271
-0.6293
-0.6329
-0.4395
0.8129
-0.8068
0.3819
-0.11
-1.1737
-1.0907
-0.7514
-1.8419
-2.1733
-0.5571
0.4587
0.2014
-0.3085
0.3088
1.0604
-0.4794
-0.3553
-0.7003
1.7289
0.3753
1.1566
-1.0787
-1.3662
0.4193
-1.1435
0.559
0.5837
-0.5389
-1.3366
-0.4261
-2.6221
-1.0929
-1.5071
1.9498
-0.4117
-0.4401
-0.4893
-0.6503
-0.9531
1.7957
0.4861
1.1212
-0.5314
-0.1868
-0.7514
-1.541
0.067
-0.5497
-1.7415
-0.1996
0.0607
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1.6779
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0.9955
0.5589
0.1466
0.0752
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-0.8706
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0.2875
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0.5757
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0.3499
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1.0177
-0.5055
1.1323
0.2549
2.6543
0.0659
0.0479
-0.6073
-0.0244
-1.4467
-0.5657
0.0128
0.0113
0.1688
0.1407
0.0398
1.3814
-0.3608
-0.5666
0.0967
0.0375
-1.1412
-0.7079
0.9254
0.5428
0.9831
-0.5636
-0.6521
-2.0562
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1.1171
0.3136
-0.5036
1.316
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1.342
1.1675
-0.1628
-0.0702
-0.1855
-0.2055
1.177
-1.0247
1.2182
-1.0439
1.4363
0.548
-0.9723
0.8971
-2.6875
-0.2786
-0.265
-0.0513
1.2402
-0.3581
-0.5609
-0.9441
1.3535
1.3236
2.9647
0.4599
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-0.3415
0.3407
-0.3884
1.0343
-0.0685
-1.041
-0.8478
-1.2538
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1.5892
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-0.7779
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1.8468
1.4805
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0.97
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0.8822
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0.2918
0.9092
0.0387
0.2163
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0.1904
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0.1004
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0.556
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0.0581
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0.8298
1.4717
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0.0335
0.2202
-0.4225
3.7958
-0.3106
1.1392
-0.9282
0.8777
-0.6743
-1.2497
0.3669
0.2388
0.6821
-0.8054
-0.084
-0.1951
-1.525
-1.1995
-0.8242
-0.4573
-0.6249
-1.3508
1.0124
0.0251
1.2114
1.1224
-1.4103
1.1886
-0.2934
-0.4757
-0.0927
-0.6492
-1.3348
-0.5659
1.094
0.8463
0.2667
-0.7662
0.0568
-0.0502
-0.1003
1.1102
-0.552
-0.3982
-0.1571
-0.1438
-0.0239
0.0088
0.1174
-1.4436
-0.232
-1.4049
-0.0287
-1.0421
0.3933
-1.6199
-0.0851
-0.6874
-1.156
-0.251
-1.5455
-1.1987
0.2724
-0.6948
-0.601
-0.4209
-0.9578
-0.2566
-0.1935
-0.7431
-0.215
-0.2383
-0.6219
0.7933
-0.1608
0.344
1.748
0.0357
-0.9781
0.8714
0.6217
0.1165
0.703
0.0663
-0.7862
-0.3113
-0.2173
-0.4715
1.7047
-0.8422
0.2994
0.427
-1.1256
-0.892
-0.6115
-0.4937
0.1529
-0.166
-0.0048
0.6716
0.9691
-0.3889
0.511
-0.6663
1.6155
-0.6122
2.9153
-0.2721
-0.4773
1.82
0.7528
1.5948
-1.3115
-0.6412
-0.6451
1.9102
0.8805
-0.4035
-0.6315
0.4399
-0.8758
1.1217
0.7438
0.7376
1.6077
1.1023
0.4231
-0.579
-0.2856
0.8996
1.5762
0.1049
1.6543
-0.5828
0.7153
-1.9617
0.0883
-0.049
-0.5241
247
0
3,301
49.5
MASTECTOMY
Breast Cancer
Breast Invasive Ductal Carcinoma
null
0
LumB
2
Positve
Positive
2
NEUTRAL
Negative
Ductal/NST
1
Pre
8
Left
0
3.064
IDC
Positive
0
ER+/HER2- High Prolif
32
1
Living
0.5712
0.5108
0.4601
0.2881
-0.0705
0.1582
0.5179
0.709
-0.3945
-0.0965
-0.1397
-0.6642
-1.6793
1.2673
0.2662
0.7693
1.9095
-0.6729
-0.5319
0.6733
1.043
0.0135
-0.4183
-0.2228
0.8691
1.0622
-0.7075
-0.0473
-0.4632
-0.6566
-0.3598
0.226
1.1271
0.3173
1.0828
-0.1895
0.4275
1.4158
-0.0988
-0.4314
0.1815
-1.0878
-0.5879
0.1013
0.0658
-0.286
-0.813
1.5798
0.9809
-0.8283
-0.7643
1.3348
0.7113
-0.3764
-0.4443
1.5802
0.9161
-0.3731
1.8841
-0.0999
-0.1781
1.3261
0.8287
0.2132
-0.4604
-0.3461
-0.3899
-0.2195
-0.4911
-1.1987
-0.252
0.7849
-0.6482
-0.8572
0.3085
1.2048
-0.5375
-0.0318
0.1807
-0.9276
-0.1768
-0.6922
-1.353
-0.2217
-0.6342
0.2789
0.1216
-0.1732
0.4468
-0.1165
-0.2961
0.2128
0.3263
1.016
-0.0773
0.7838
-0.0325
0.3552
0.2881
-1.5877
-0.2021
1.3057
-0.7457
0.9853
-0.0017
0.163
0.2823
0.0373
1.8796
0.1115
0.8976
1.7094
-0.9502
-0.3858
-0.1623
-0.218
0.2517
0.7164
1.2039
0.2476
-0.473
-0.1444
0.5136
-0.8064
0.4704
-0.0512
-0.5717
1.1806
0.0267
-0.1135
0.4889
-0.2776
0.1572
-0.5129
1.6558
0.1464
-0.8008
-0.1474
2.1199
1.3906
0.006
0.9886
0.2392
0.0243
0.667
1.0333
0.2271
-0.3615
-0.0429
0.0338
0.0499
0.2013
-0.5498
1.9392
-0.6177
0.0634
-0.2777
0.3047
-1.4714
2.6625
2.8568
0.0554
-0.7707
0.4548
0.6692
0.1038
-0.7582
-0.5955
-1.626
-1.3854
1.9067
0.6818
-1.1296
2.7183
0.1999
-0.1091
0.7395
-0.0725
1.4298
0.6185
0.7665
0.2
-0.2126
0.8221
-0.5666
-1.18
-0.4559
0.8387
-0.7101
1.6636
-0.8486
0.0997
-0.9267
-0.0319
-0.2318
-0.0876
-0.9263
-0.675
1.0615
-0.7397
0.4708
0.3974
-0.4188
-0.4426
0.9378
-0.442
-0.4758
-0.2256
2.8945
0.6372
-0.9757
1.2977
-0.3121
0.7667
0.609
0.3675
0.6076
-1.0311
-0.7841
0.3099
0.5875
0.7143
2.5854
-0.496
-1.3792
-0.5738
2.1399
0.2935
-0.4446
-0.7045
-0.2749
2.5553
0.4017
0.3238
-0.6389
0.8438
-0.4814
-0.0861
-0.1772
0.0243
1.0856
0.2295
-1.277
0.5105
0.8561
0.8304
1.2095
-0.9604
-0.3628
-0.6426
-1.4746
0.2147
-0.1173
0.3155
0.7674
-1.2728
0.9326
0.7956
-0.2691
0.0442
-0.9497
-0.3126
-1.126
0.4899
-0.5915
4.0941
0.3887
0.3658
1.0127
-0.681
1.8499
0.0244
-0.592
-0.2874
-0.0455
-0.7454
-1.6344
-0.8436
-0.1759
0.5204
0.6875
-0.6403
0.839
1.5661
-0.0032
0.361
0.7668
0.9695
0.7461
-0.4262
-0.0835
-1.7783
0.4489
-1.3207
0.8873
-0.1234
4.1267
-0.0118
-0.3503
-0.0275
-0.2738
-0.9431
0.4515
2.0323
-0.8695
-1.0128
-0.3404
-0.7819
-0.3011
-0.3917
-0.2258
1.0257
0.4106
0.5174
0.4478
-0.337
0.8148
0.0398
0.1908
0.4466
0.0817
-0.9079
0.3213
-2.277
-0.4171
0.4738
0.1833
-1.3229
1.7567
0.4502
-1.2945
1.5328
-0.3133
1.2989
-1.3652
1.1545
0.3844
0.0485
1.1839
0.8001
0.6085
-0.0202
-0.1471
-0.0761
0.5603
-0.5416
-0.9186
-0.2323
-0.5996
-1.3776
-0.4241
0.0856
-1.0226
0.8541
1.1224
-0.0041
-0.2768
0.0057
0.9197
2.1029
-0.58
-0.8593
0.8061
0.1121
-0.2594
0.1793
-0.8068
-1.1511
-0.3044
-0.5085
-1.4613
1.1249
-0.7646
1.7082
-0.262
-0.3423
-0.4575
0.2219
0.8358
-0.3344
0.879
-1.0987
1.7788
-1.2639
2.3328
0.1579
-1.0811
0.0829
-0.2452
-0.4605
-0.0046
1.1424
0.0798
0.8639
-0.3136
0.0297
0.4654
0.1156
1.1914
-0.8301
-1.8292
0.0913
-0.4581
1.3316
-0.4897
-0.8224
0.3119
0.0528
0.0004
-0.3349
-1.1381
-0.3577
-0.4867
0.4446
0.4011
1.7576
-0.3926
0.0346
0.4117
-1.5412
-0.6366
0.7372
-0.5791
0.4008
-0.6974
0.0318
-0.0696
2.5452
0.3089
-0.7848
-0.1058
0.7426
0.3408
0.2173
-1.1181
0.1441
0.235
-0.0224
1.1958
-0.3975
1.0599
-1.0413
-0.1678
1.2841
-1.0125
-0.2887
-0.1031
-0.2137
-0.3013
-0.4925
-0.9189
0.8174
-0.1764
-0.9634
-1.1488
-0.6956
-0.4414
1.9047
2.1254
0.4006
-0.49
0.4055
-0.1768
0.6465
-0.7208
0.1571
0.1074
1.0078
-0.3897
0.7618
1.4472
-0.2526
-0.1035
-1.0614
-0.876
-0.3742
-1.0025
0.7937
0.728
-0.6644
0.3741
0.4289
-0.2602
-1.0066
-0.9429
-1.061
-0.2586
0.1228
-0.7778
248.766667
0
3,303
63.96
MASTECTOMY
Breast Cancer
Breast
High
0
LumB
2
Positve
Positive
3
NEUTRAL
Negative
Other
1
Post
4ER+
Right
1
5.04
BREAST
Positive
1
ER+/HER2- High Prolif
20
2
Living
0.9263
0.3987
-0.5833
-2.3091
-0.2256
-0.0351
0.655
0.2723
-0.6926
1.5298
-0.9689
-1.03
1.584
-0.7905
-0.5656
-0.2709
-0.2706
0.8942
1.4267
-0.0846
2.1002
-0.0495
1.1396
-0.4996
-0.0617
0.5002
-0.0967
0.3928
-0.4321
-0.4766
0.1065
-0.0938
-1.0201
-0.2286
-1.5963
0.2232
1.5962
-0.7349
0.7404
-0.3579
-0.523
-0.6372
0.1385
-1.2684
-0.023
0.6083
0.4886
-0.2386
0.0365
0.7841
0.8972
0.5337
0.7199
0.1956
0.2904
0.4893
0.7957
-0.8822
0.1427
1.3253
-0.7488
0.6993
-1.2935
-0.9721
-0.2703
-0.3557
-0.6473
0.5924
-1.1201
-0.0296
-0.0113
-0.5791
-1.0869
-1.4898
-1.0657
-0.7735
-0.983
-0.377
-1.3916
-1.1833
-0.0385
-1.8623
-0.6711
-0.9401
-0.7781
-1.5407
-0.5624
-1.2483
-0.2364
-0.0648
-0.4614
-1.1427
-0.9656
-0.1692
0.4036
1.1508
-0.273
1.0441
-0.7286
-0.5132
-0.0917
-0.104
-0.6989
-1.0777
0.4524
-0.9096
-1.0897
-0.8843
-0.6363
-0.4749
0.9171
-1.7192
-0.3241
-0.8637
-1.4695
-0.289
0.2083
1.1482
-0.4771
1.048
0.129
-0.106
1.0347
0.3818
-1.6146
0.9004
-0.8812
0.0331
-0.0849
-0.3048
-0.9648
-0.8863
-0.3565
1.0483
-1.3001
-0.7165
-0.6761
-0.42
0.2141
2.5902
0.3595
1.4995
0.047
2.2433
2.1109
0.9656
-0.2672
-0.022
-0.388
0.3012
-0.3277
0.3203
-1.0678
0.0945
0.0327
-0.1472
-0.2155
-0.387
-0.7508
0.4096
0.3483
-0.3013
0.6379
1.0376
-0.6686
-0.6514
-0.9661
-1.0633
0.2344
-0.5698
0.2938
0.62
-0.4751
-0.913
-0.3523
0.1684
-0.5782
0.1109
-0.2677
1.2064
-0.635
-0.2491
-0.9732
-0.5625
0.1733
-1.2972
0.5915
1.1348
-0.954
-0.1116
0.868
-0.6855
-0.4386
1.0755
-0.2493
0.6494
0.1531
-0.6904
-0.5773
0.2238
1.6192
0.7338
-1.7346
-1.4793
-0.4623
1.561
0.5888
-0.6801
0.3667
1.6902
-0.4304
-0.08
-0.119
2.4307
0.2416
-0.0405
0.805
-0.035
-0.7405
-0.8985
0.1404
-0.6225
-1.3549
-0.5003
2.0016
-0.3934
-0.8
-0.1844
0.7303
-0.4913
-1.3464
-0.2288
-0.7854
-0.8109
-1.2254
-0.2332
-0.3626
-1.3051
-0.3703
-0.2186
-0.7355
0.2473
-0.5803
0.7209
0.3902
0.4986
-0.3626
-0.8779
-0.9322
-0.3014
-0.865
0.0052
0.2224
-0.5026
-1.1683
-0.9995
0.1917
-0.289
-0.1821
0.6468
-0.9328
-1.5736
-0.4954
1.1655
0.3122
-0.5437
-1.2992
-0.5516
0.5611
-0.3704
0.1708
-1.3256
-0.8377
-0.6191
1.348
0.3601
0.5552
-0.4836
0.7173
-0.2405
0.4876
-1.1813
0.502
-1.6671
1.5444
1.8429
-0.1441
-0.7262
-0.6913
-0.2371
-0.4731
-0.176
0.4543
-0.9138
0.8095
0.2382
0.4096
-1.0087
1.8807
0.4253
-0.5487
-0.8187
0.0964
-1.2707
-0.1564
-0.1857
-0.0544
-0.1737
-0.2461
-1.1737
-0.8528
-0.0094
-0.0239
-0.561
-1.3469
-0.6978
0.4734
2.7859
-0.7886
-0.7024
-1.2423
-0.1165
-1.4163
0.3155
0.4885
-0.6008
0.7138
0.0352
0.5452
-1.4161
-0.3214
-0.036
-0.6398
-0.3026
0.1145
-0.1783
-1.2409
-0.9473
-1.2086
0.5813
0.3279
-0.2829
-1.7196
0.1396
0.1204
-1.5972
0.2567
0.2308
0.7527
0.7665
1.2307
0.1655
-1.0332
1.8757
-0.7035
0.6538
-0.5427
0.5965
-0.4865
-0.8672
-0.8338
-0.7368
-0.1571
-0.0953
-0.3006
-0.3328
-0.2803
-1.153
0.1922
-0.6344
0.3439
-0.656
-0.2338
-0.917
-0.3637
-0.0476
-1.729
-0.3444
1.4503
-0.4895
0.0494
1.3751
-1.1594
-0.5772
0.2348
0.4639
-0.1258
-0.4647
-0.9032
-1.1523
0.0328
0.8204
-0.6163
2.0844
1.645
0.7618
1.9118
-0.5065
1.7787
-1.6139
0.3155
-0.6851
-0.862
-0.4997
-0.9004
-1.2409
0.1709
0.1723
-1.3581
0.4806
-0.6669
-0.3568
-0.7157
-0.1207
-0.8323
0.8514
-1.2451
-0.5068
-1.2154
-0.21
-0.1424
-0.7547
-0.795
-0.4683
-0.2116
-0.0151
1.9374
0.5293
-0.5039
-2.4159
0.0233
0.4683
0.2891
0.3682
-0.8973
8.4435
0.3805
0.0335
1.0365
0.2592
0.1584
0.2576
0.3595
-0.5513
0.0082
-1.4574
-0.2741
-0.4306
-0.5
-0.3042
0.4431
1.1937
-0.2037
-0.2755
0.6846
-0.4271
0.0542
0.2694
0.8434
0.3317
-0.1716
-0.0468
-1.9868
-0.1621
-1.4015
-1.5015
1.0592
-0.9964
-0.716
-1.1534
-0.5009
0.4645
-0.0467
0.058
0.916
1.4354
-0.4805
-0.6963
-0.5809
-0.9772
-0.3984
-1.1184
0.4804
-0.7511
0.733
-0.3946
-0.3808
-0.4167
-0.7306
243.9
0
3,328
69.65
BREAST CONSERVING
Breast Cancer
Breast Invasive Ductal Carcinoma
High
0
LumA
2
Positve
Positive
2
NEUTRAL
Negative
Ductal/NST
1
Post
7
Right
1
4.07
IDC
Negative
1
ER+/HER2- Low Prolif
35
2
Died of Other Causes
1.6502
0.632
0.9566
-0.013
-0.8444
1.522
-0.1987
0.294
0.323
1.9535
-0.959
-1.1167
0.2667
-0.3092
-0.0964
1.4618
-0.6354
0.5437
0.1828
0.6091
1.1528
-0.1434
1.0491
-0.0677
-0.2178
-0.197
-0.2132
-0.0892
-1.331
0.256
0.4314
0.0805
0.6184
0.3703
0.972
-0.6117
-0.22
0.9848
-0.2844
-1.1576
-0.0679
-1.5438
-0.0476
-0.358
-0.1866
-0.6516
-0.8756
0.0192
0.0909
-0.4483
-0.2365
1.3823
0.7918
0.7765
0.1766
0.7451
1.9121
-0.2463
0.7974
-0.2395
-0.5401
1.0767
-0.0763
-0.1013
-0.1676
-0.9366
-0.5406
-0.1639
-0.477
-0.4586
-0.184
0.9691
-0.8629
-0.6885
-1.1475
0.1264
-1.3363
-0.3961
-1.0341
-0.8678
0.2253
-1.6072
-0.5344
0.2319
-0.8278
0.1275
-0.6108
-1.2747
-0.1873
-0.9648
0.3635
-0.3014
0.4142
0.6227
-0.225
0.8436
0.2497
1.3793
-0.6182
-0.6131
0.1726
0.9293
-2.015
-1.1365
-0.5639
-0.0405
-0.5849
-0.2981
0.5723
-0.436
-1.1316
0.9903
-0.7088
-1.149
-0.8858
-0.2924
0.5422
-0.2088
0.5646
-0.2395
-1.2144
0.6552
0.5724
-0.4079
-1.4058
0.2462
-0.1148
0.1614
-0.4931
0.0211
0.0055
1.175
0.0686
0.3007
0.5699
-0.7472
-1.0332
0.5661
0.8474
-0.0694
0.2355
1.4075
-0.4837
-0.5018
0.2848
-0.7908
-1.3631
0.5577
1.3549
1.1476
2.2706
0.1924
-0.5866
1.3373
-0.5059
0.5303
0.6773
0.724
-0.5577
0.4006
1.332
0.4185
-0.8332
0.2592
0.5047
0.0277
0.0174
-0.919
0.8582
-1.4902
1.4786
-0.1173
-0.6716
0.0968
-0.0065
-0.1546
0.6637
0.3785
0.9637
0.4203
-0.1284
0.646
-0.4014
-0.2555
-0.4596
-1.3114
-1.3415
-0.3769
0.2018
0.1203
-0.4724
-0.0722
-0.648
0.2682
-0.3551
0.4204
-0.0979
-0.2543
0.2518
-1.7402
1.1204
1.0147
0.4136
-1.2649
0.3165
2.916
0.1074
-0.2582
1.6651
0.3938
-1.1365
0.1588
0.42
0.9539
0.3092
-1.5703
-1.2914
-0.8319
-0.5855
0.4242
0.7204
-0.473
0.3149
0.3829
0.0116
-1.9033
0.321
-0.5346
0.1427
-0.269
-0.8292
-0.1033
-0.4092
0.0877
-0.7405
0.2107
-0.7428
-0.6561
-0.592
0.8586
0.2165
-0.1494
-1.0757
-0.1877
0.1776
-0.2592
0.5671
-1.0861
-0.5128
0.5318
-0.6233
-0.522
-0.6792
-0.1258
-2.5387
0.0016
-0.0252
-0.1786
-0.1626
-0.6183
0.0023
-1.056
-0.8871
1.3867
0.9655
-0.2363
0.4006
-0.4767
0.2139
-1.0245
0.7863
-1.6426
0.0425
-0.677
-0.6524
-0.7954
-0.8372
-0.6414
-0.3761
-1.3066
0.794
-1.0924
1.316
-0.7952
-0.5612
0.5868
0.886
-0.1429
0.3191
0.5924
0.5996
-0.3587
0.6937
-1.066
-0.7103
-0.0675
2.2479
1.3941
-0.0775
0.879
-0.3469
-0.932
0.3353
-0.8485
0.8053
0.0484
-0.3388
-0.1587
-0.0446
-0.2952
-0.582
0.8687
0.3214
-0.8479
-0.3818
-0.3673
1.4094
0.605
-0.7734
0.3198
0.3406
-1.1744
-0.333
-1.0358
-0.2302
0.817
-0.1791
-0.2221
0.5106
-1.673
-0.3188
0.8994
-0.525
0.4073
-0.8039
1.4232
-1.1693
-0.057
0.0799
-0.0202
-0.1181
-1.4468
-0.0051
-1.218
-0.4937
0.1217
-1.0107
0.2223
-0.2089
1.1573
-3.3064
-0.0348
-0.4243
-0.9299
0.4291
0.9951
-0.7405
1.1753
0.4987
0.0969
0.1205
-1.895
0.3386
-1.8469
-0.4835
0.8048
0.3465
-0.4618
-0.1895
-0.6577
0.0336
-0.0822
-0.51
1.0644
0.0752
0.8214
-0.8942
0.887
0.1006
0.6041
0.7795
0.8355
0.6835
-1.2685
0.6241
0.2541
-1.1801
-1.1439
0.0639
-1.3847
1.8647
1.9222
-0.3787
0.7425
-0.5051
-0.24
1.3759
0.2595
1.9781
-1.4744
-1.1594
-1.1481
0.35
0.3432
-0.5177
-1.1585
-0.1564
-0.1584
-0.8143
-0.4523
-1.2622
-0.9511
0.9304
-0.6525
0.0875
1.3945
-0.7303
-0.2044
1.9644
-0.4698
-0.4988
-0.9188
-0.2831
0.5629
-0.2637
1.1266
1.7722
1.4344
-0.0289
1.522
1.7087
0.3881
1.4258
-0.3566
-0.6802
0.0213
0.7576
-0.1379
1.0662
0.4078
-0.1214
-0.7557
-0.0121
1.1022
0.4602
-0.3836
-0.0067
-0.2958
-0.0991
-0.5343
0.2245
0.385
1.1604
-0.1432
-0.9252
0.6286
0.2699
0.0287
1.0678
1.0055
0.6928
1.4533
1.5517
-0.442
-1.1701
-0.6163
1.0546
0.1071
0.4099
0.4696
1.2045
0.8652
-0.0551
-0.8194
0.0654
-0.6166
-1.2084
0.9947
0.1623
-0.4512
-0.4775
-0.0725
-0.3904
0.1521
0.5719
-0.4035
-0.3854
-0.1942
-0.8923
191.133333
1
3,329
56.03
MASTECTOMY
Breast Cancer
Breast Invasive Ductal Carcinoma
Moderate
0
Her2
2
Negative
Negative
3
GAIN
Positive
Ductal/NST
0
Post
5
Right
0
4.04
IDC
Negative
1
HER2+
20
1
Died of Disease
-0.8014
1.0128
-1.0218
0.0677
1.2703
-2.044
0.359
2.397
-0.683
-0.6642
-0.2053
0.5296
-0.2783
1.0321
-0.6567
0.4756
1.7156
-0.1893
-1.1357
-0.7817
0.7588
-0.0714
-0.2755
-0.1726
0.5891
2.7542
-0.3318
0.1859
-0.1759
-0.1472
-0.3378
0.8952
-0.0595
0.1641
2.1828
-0.7609
-0.9207
0.5227
1
-0.0412
0.9784
0.0774
0.7589
-1.6575
-0.0026
0.6368
1.0945
0.8595
-0.1172
-0.2272
-0.2546
-0.1617
-0.5802
-0.8585
0.0069
-0.0834
0.8125
0.1922
2.872
-0.5603
-0.2121
0.7726
-0.762
0.5226
0.1069
1.4892
-0.2194
0.4411
0.1882
1.9368
-1.4933
-0.7273
-0.4518
-1.919
-1.2065
1.8721
0.6127
-0.0127
-0.7566
-0.6211
-0.0844
-0.7811
-1.6967
0.8087
-0.0816
-0.8997
-0.1162
-1.1842
0.509
0.6152
2.6767
2.4128
-0.6636
-0.8916
0.3465
0.3298
0.3451
-0.3883
-1.1289
-1.718
-0.4855
0.4289
-0.684
0.0558
-0.2549
-0.5833
-0.3257
-0.7935
1.4261
-0.142
-0.3199
0.737
-2.079
-0.3835
0.1765
-0.3594
-0.1731
1.6184
0.0353
-0.3513
0.029
0.4934
-1.2342
0.0898
0.7229
-0.3046
-0.7395
2.6542
-0.6896
0.268
-0.3572
-0.665
1.8094
-0.7399
0.6872
-0.1998
-0.4927
0.8549
1.366
0.6264
1.3416
0.4742
1.0524
-0.2509
0.3057
2.2304
0.9399
0.5063
-0.9308
-0.1025
0.2391
0.2682
1.0453
0.7283
-0.7831
-0.9967
2.7256
-0.0485
-0.7306
1.9664
0.282
-0.1225
1.8665
0.7757
0.8046
0.1553
-0.005
-1.3019
-0.0761
-1.2878
0.9134
0.1643
-0.5987
1.8061
-1.5302
-0.105
-0.4632
0.174
-0.054
0.4424
-0.3419
0.6515
-0.0216
-0.166
-0.5173
-1.5793
-0.4633
-0.1687
-0.9946
0.0983
-0.0779
1.1
-0.0032
0.6599
0.0837
0.3503
-0.9077
0.2768
-0.1446
-0.2734
2.9877
0.1563
0.1115
-2.7018
0.3532
0.0738
0.4605
-0.01
1.4195
-0.0685
0.2639
0.9105
0.7374
-0.5846
-0.1928
-1.0393
0.359
0.3024
-0.5818
0.9342
0.617
-0.0666
0.8176
0.7773
-0.6163
-1.6241
-0.1637
-0.0518
-0.9631
-0.616
-0.8789
0.9924
-0.0591
-0.979
-0.8754
0.2546
0.1935
1.8927
0.1732
0.5378
1.1977
0.5182
-0.8047
0.3824
1.3541
-0.2957
2.1167
-1.2881
1.5846
-1.4919
-0.5973
-1.3092
0.5003
0.0074
-0.331
-0.8441
0.6298
-0.5625
0.0247
1.5368
0.0556
-0.0407
-0.5529
1.4258
1.4989
1.8321
0.1318
0.8071
0.3308
-0.0242
1.9458
-1.0203
0.8605
-0.7246
-1.0764
-0.5755
-0.0562
-0.1381
0.1967
1.0954
-1.3517
-1.3033
0.9129
-0.4811
-0.0406
1.2242
-0.3947
0.6725
0.1543
0.485
0.1514
-0.759
-0.5427
0.5594
0.2518
0.2133
0.0031
0.4945
-0.671
0.1175
0.2849
-1.3586
-1.7397
-0.0916
-2.5253
0.7741
0.1922
-0.2516
-0.7298
0.1677
0.0185
0.3046
0.6411
-0.309
0.0216
-0.7391
0.5983
-0.3604
-1.7093
0.3551
0.616
-0.5881
0.1755
-0.9512
-0.8201
0.2228
0.3251
0.3246
-0.1075
-0.4836
0.5134
-0.0532
-0.1355
0.8
-0.1344
0.6516
1.2054
-0.1962
-0.1871
0.6576
-0.244
-0.049
0.8264
0.8238
-0.1287
0.2453
-0.2773
-0.386
0.7981
1.0913
-0.6645
1.5287
0.4756
-0.3133
1.0486
-0.9504
-1.026
-0.4321
0.8063
0.515
-0.2597
-0.727
0.0718
0.088
0.0267
0.6566
-0.9101
-0.3138
0.0717
-0.0745
-0.9475
0.0272
0.1105
-1.125
-0.3217
0.5994
-0.7556
-1.3563
-1.3046
0.5311
-0.459
-0.237
-0.0899
0.1424
1.3603
-2.4156
-0.5179
-0.2273
-0.6584
-1.8304
0.221
-0.8011
-0.7683
0.0856
-0.8416
-0.1139
-0.6106
-0.0121
0.3184
-0.1758
-0.0995
0.4807
-0.5224
1.3608
2.0752
0.6823
-0.2423
0.0284
-1.0862
0.8821
-0.3342
0.3547
-0.095
1.3735
0.0308
0.8934
-2.2365
0.1633
-0.2916
-1.2551
-0.2013
0.6735
-0.5321
0.5734
0.2056
-0.6645
0.6203
1.679
-0.859
0.0869
-0.0007
-0.0351
0.5087
0.8285
-0.8327
-0.0877
2.5084
0.1984
0.8265
-0.173
0.4929
-0.3327
0.0968
-0.886
-1.8629
-0.2027
-0.3522
-0.5935
0.2532
-0.6093
4.4944
0.3268
0.7132
-1.7409
-0.9614
2.5024
-0.6226
-0.5636
1.2956
0.6271
-1.2603
0.5146
0.4527
-0.7596
-0.5817
1.196
-0.3575
-0.861
0.565
1.0571
-0.1344
-0.3241
-1.1018
0.7623
0.0088
-1.0972
0.1977
0.525
0.9342
0.1067
1.331
0.87
1.3386
-0.4072
-1.4104
0.8627
-0.4803
-0.0655
-0.6237
37.966667
1
3,341
62.96
MASTECTOMY
Breast Cancer
Breast Invasive Ductal Carcinoma
High
0
LumA
2
Positve
Positive
2
NEUTRAL
Negative
Ductal/NST
1
Post
8
Left
0
3.06
IDC
Positive
0
ER+/HER2- High Prolif
30
1
Died of Disease
-0.1096
0.3273
0.5555
-0.8452
-0.9408
0.2442
-0.1369
0.4409
-0.4256
-0.9148
0.1867
0.0864
0.2714
-0.1125
0.7285
0.6766
0.8287
-0.5509
0.4564
-0.7447
-1.265
-1.2868
0.9009
-0.2423
0.5192
-0.0005
-0.7168
0.4582
-0.0752
-0.0945
0.3503
-0.5073
0.2719
-0.0457
0.9497
-1.7449
0.2547
1.2279
1.1375
-0.4577
0.0327
-0.7316
-0.6067
-0.4157
-0.5821
1.4314
0.5702
-0.5647
-0.5139
-1.0302
-0.0725
-0.1622
-0.8861
-0.5796
-0.3216
0.6428
-0.5
-0.9951
1.7961
-0.8974
-0.2835
0.9683
-0.6393
-0.1983
0.7953
-0.4279
0.2213
0.083
1.1822
0.5509
0.9
-0.9758
-1.2922
-0.6234
-0.8882
1.0274
0.0788
0.8051
0.198
-0.6143
1.6125
-0.6975
-0.9294
0.4822
0.2655
0.0105
-0.9616
0.3102
-0.0641
-0.7945
-0.8888
0.3306
-0.5618
0.0562
-0.2981
-0.2106
-0.0357
0.1694
-2.4784
0.1689
-0.9761
0.9798
-0.3638
0.5697
-0.4064
-0.1221
0.005
0.5053
1.0167
-0.4764
-1.072
1.7499
0.0856
0.3012
0.4565
0.1952
-1.0585
0.6165
0.4483
-1.0961
-0.4038
0.6057
-0.7118
0.3095
-0.9312
0.0936
-0.3203
0.0193
0.304
-0.0216
0.0837
0.1654
-0.2663
-0.8182
0.0576
0.4953
-0.3814
0.5372
1.1312
0.1859
-0.2661
0.3208
0.0972
-0.2412
-0.8163
-0.5558
0.3678
-0.3504
0.5487
0.028
-0.1289
-0.4547
-0.5509
-0.0421
-0.4113
0.4791
-1.0712
0.2582
-0.6971
1.6115
0.078
-0.9283
-0.7203
-0.7426
0.7795
0.1092
1.4475
0.5598
-1.7909
0.0702
-0.5882
0.3619
-0.0489
0.3065
-0.4305
0.1002
0.2258
0.8574
0.3619
-0.9387
-1.8108
0.3439
-0.0421
0.6026
-1.579
-0.3108
-1.3098
-0.4992
-0.691
1.1791
0.0383
1.3968
-1.0926
-0.1238
0.1734
-0.115
-0.8645
-0.6788
0.209
-0.4962
0.5049
0.2447
0.3925
-0.5174
-0.0484
-0.0081
1.291
-0.8878
0.0584
0.9126
-0.1536
-0.4785
-0.1336
-0.2565
1.7743
0.8138
-0.469
0.0931
-0.9572
-1.0985
1.0592
0.771
-0.0564
-0.1281
-1.3247
-0.5271
0.539
-0.6791
0.8062
-1.3309
-0.3197
1.3063
1.2643
-1.9236
-0.8981
0.0617
0.964
-0.4852
-0.0808
-0.28
0.6162
0.4803
-0.1027
0.3116
0.5106
-0.1188
1.3546
-1.1987
-0.0245
-1.2961
-0.2343
-1.4019
0.2696
-0.4138
-0.4951
-0.7163
-0.2198
0.3853
0.839
-0.0877
-0.0919
-1.4025
0.1151
1.2367
-0.2051
0.7929
1.2167
0.4016
0.0775
0.2396
0.7833
0.2951
-0.5192
-0.2119
1.1595
0.172
-1.1905
-0.1194
0.0069
-0.6255
0.6312
0.2198
0.1464
-0.0367
-0.1758
-0.5908
1.3055
-1.3971
0.938
-0.3021
0.0964
-0.9962
-0.1914
-0.8654
0.449
0.0613
3.6066
-0.1226
0.2157
-0.285
-0.8299
-0.3819
0.1935
-0.6134
-0.0483
0.4047
-0.2537
0.3187
0.9562
0.7697
-1.5487
0.15
0.0972
-0.052
0.1707
1.0414
1.1061
0.0148
0.0382
1.0479
-0.2641
0.5197
-1.1885
0.0471
-0.1735
0.0199
0.3241
-1.1741
1.0946
-0.7924
-0.0848
1.2817
-0.2742
1.2835
-0.073
-0.4135
-0.8238
-0.3374
0.3797
-0.6731
0.363
-1.0145
1.0671
-0.0645
-0.5708
0.3837
-0.9811
-1.2902
-0.3421
-0.6903
-0.1912
0.0878
-0.9315
-0.5187
1.0176
0.3585
-1.2984
-0.1016
1.3217
-0.1913
0.4002
-0.5524
0.0842
-0.3573
-0.4824
0.0747
-0.505
-0.895
-0.7195
-0.3666
0.1139
1.0344
-0.6246
1.2086
-0.8125
0.5707
-0.0194
0.0456
0.6057
-0.6875
0.5536
-1.242
1.2219
2.2662
1.7792
0.3185
-0.9543
-0.0279
-0.0728
-0.9342
-0.1911
-0.8504
-1.1086
-0.073
-0.4942
-0.724
-0.7122
-0.0319
0.3898
-0.2842
0.6757
-0.5571
-1.528
2.2705
-1.058
-0.5499
-0.3253
0.4882
0.0422
-0.2792
-1.7202
-1.292
-0.7997
0.4174
0.2208
1.6596
-0.3139
-0.1181
-0.2424
-0.173
-0.0155
0.2291
-0.361
0.8211
-1.1932
-0.8673
0.4427
1.8478
1.2657
0.4699
-0.7218
0.0688
-0.2911
0.6063
-0.0617
8.4257
-0.6557
-0.3487
0.3577
0.4558
0.342
-1.0229
0.1954
2.0235
-0.2177
-0.2036
-0.2518
-0.5756
1.5026
-0.1827
0.613
-0.2586
0.4318
-0.9483
1.6994
-0.4402
0.7068
-0.27
1.8812
0.8293
0.993
0.9712
-0.5013
0.7252
0.8198
-0.1454
0.2269
-0.7806
0.4399
0.6779
2.0492
-0.3211
-0.7713
0.0663
-0.7736
1.3401
0.0514
0.4972
-0.3973
0.0177
0.2049
0.5755
1.6575
0.3434
0.2636
0.7846
1.4437
-0.301
2.3756
148.766667
1
3,344
33.76
BREAST CONSERVING
Breast Cancer
Breast Invasive Ductal Carcinoma
Moderate
0
LumA
2
Positve
Positive
2
LOSS
Negative
Ductal/NST
0
Pre
3
Right
0
3.046
IDC
Positive
1
null
23
1
Living
-1.2328
-0.9253
-0.9968
1.5344
-0.3674
-1.6007
0.6291
-0.4985
0.2662
-0.0374
0.0321
-1.1744
-0.4048
0.4718
0.3111
1.172
0.7595
-0.5651
-0.1702
-0.3613
0.0022
0.3342
-0.4233
-0.3459
0.1929
0.7584
-0.6366
-0.1082
-0.5123
-0.0936
-0.5439
0.7202
0.0611
-0.7046
-0.5434
-0.3856
-0.0146
1.5935
0.4337
-1.0143
-0.3215
-1.7802
-0.1804
-0.005
-0.3157
-0.3499
0.3398
0.4671
-0.1454
-1.6485
-0.1557
-0.2486
0.255
0.3572
-0.2746
1.4958
0.1421
0.1306
1.013
0.7442
-0.3357
0.2309
0.5701
0.964
0.0199
0.1792
0.5316
-0.3864
0.5473
0.0355
0.0506
1.046
-1.7181
-1.3201
0.3008
0.9755
0.0679
-0.2608
0.0526
0.8573
-0.2309
0.0109
-1.0514
-0.0343
0.2107
0.0598
0.0287
-0.4968
-0.1155
-1.0217
-0.2125
0.0822
-0.9078
1.362
0.2427
0.2806
-1.0407
-0.0224
-1.2763
-0.2891
-0.2447
1.4508
-0.2951
4.1171
0.2284
0.9788
-0.1518
2.1186
1.2141
-0.314
-0.7545
2.1604
-0.9698
-0.0601
1.7832
-0.1572
-0.2352
0.0664
0.1694
-1.0789
-0.6344
1.007
0.0874
0.2921
-1.3946
-0.4803
-0.3289
-1.2517
0.5506
0.74
0.0018
-0.5742
1.4651
1.3291
0.9793
0.8125
-0.0297
-0.3995
0.4644
1.2337
0.0354
0.314
-0.7531
-0.0791
-0.629
-0.8273
0.6977
-0.0116
-0.3931
0.4319
0.6328
0.0076
0.1023
1.3626
-1.182
-0.1307
0.145
0.4122
-2.0034
0.925
1.561
-0.0835
0.7343
-0.6545
0.4812
-0.2844
0.4409
-0.8188
-0.3085
-0.6704
1.0569
-0.7401
-0.1362
2.591
0.869
-0.4789
-0.5086
0.7827
0.2129
0.9274
-0.2387
-0.8996
1.2254
-0.9033
-1.2074
-0.312
-1.0407
0.5056
-0.7556
1.1148
-0.1707
-0.399
-1.4558
-0.4741
-0.3709
0.1669
-0.8232
-1.1023
0.588
-1.0422
-0.9368
0.4246
0.117
-1.0927
-0.562
0.6725
-0.8027
-0.0035
-0.3491
0.3168
-0.789
-0.0432
0.0782
-0.4558
-0.3298
0.4249
0.7262
-0.8157
0.7183
-0.2644
1.5079
-0.1134
3.1522
-0.2087
-1.1893
0.1025
0.1772
0.851
-0.398
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-1.2155
1.9664
0.5432
-0.7643
0.3225
0.6051
0.5617
0.5566
-0.2895
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0.5788
0.1757
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1.5329
0.81
1.3439
1.5304
-1.3389
0.2109
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0.3622
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0.2604
-0.6246
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0.2063
-0.3178
-0.2862
1.3236
-0.8695
-0.086
1.0789
0.2357
0.8276
0.9389
1.2984
-0.7567
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1.4471
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-0.7504
1.2562
-0.376
-0.6282
0.5671
-0.3527
0.9543
-0.5675
0.3421
0.5484
-0.4478
-0.0457
0.3486
1.0862
1.0178
-0.093
-1.1122
-0.9008
0.4246
-0.7153
0.8068
-0.7095
0.3375
-0.6067
-0.8029
-1.0719
0.5782
-1.041
-0.7483
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0.168
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0.4951
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-0.6344
0.9286
-0.5883
0.7851
-1.1786
1.1833
-0.0546
1.3394
0.362
-0.6836
-0.948
-0.3229
0.5779
0.036
-1.0218
1.0888
-0.5259
1.1445
-0.7616
0.2362
0.7543
-0.6816
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-0.7979
-1.6102
0.4818
-0.2633
0.4491
-0.5015
0.3553
-0.8144
-0.0197
0.5357
-0.5506
0.1349
-0.1442
-0.9256
-0.8602
-0.1495
-0.7606
0.4108
1.076
1.6134
-0.6054
-0.5277
1.6389
1.0135
-0.5008
0.2436
1.9212
-0.4853
-0.2059
-1.2417
-0.6162
-0.1062
-0.9761
-0.5505
-1.846
-1.2623
-0.2733
1.3772
-0.449
-1.1489
0.3529
0.3885
0.1414
-0.193
0.5953
-1.5791
0.5947
0.0288
1.1815
-0.1761
-0.896
-0.3149
-1.6595
1.5948
-0.0908
-0.4438
-0.6023
-0.0097
-0.6749
-0.2462
1.3119
-0.5972
0.9083
-1.1609
-0.1531
-0.4032
-1.4815
0.3584
0.2925
-0.5742
-0.9075
-0.2108
-1.3086
0.8393
-1.2099
-0.3803
-0.9116
0.6276
-0.3908
-0.5599
-1.446
-0.0096
0.215
0.2985
-0.1447
0.2244
-0.0007
0.8229
-0.7799
0.6741
0.4818
1.6715
-0.9681
-0.8082
-0.5436
0.285
-0.1551
0.2949
0.3863
0.1259
0.2006
1.7382
-0.2328
-0.2145
0.663
0.4547
-0.1395
-0.0634
-0.4224
-0.1179
0.5719
-0.4174
-0.6005
0.1832
-0.9793
0.5225
-0.8343
-1.1324
-0.2532
-0.1629
0.4182
0.9301
-0.6843
0.7132
0.6783
-0.7184
-0.2034
-0.7833
-0.8503
1.1288
-0.3792
0.2381
0.3114
0.2965
0.4768
-0.4986
-0.1129
0.7082
0.254
-0.1738
0.3224
1.0052
2.3418
-0.4893
-0.0861
-0.0916
0.5517
0.3297
-0.4896
0.7573
2.6588
-0.1036
1.9385
241.266667
0
3,350
62.62
MASTECTOMY
Breast Cancer
Breast Mixed Ductal and Lobular Carcinoma
Moderate
0
LumB
2
Positve
Positive
2
NEUTRAL
Negative
Mixed
1
Post
3
Left
0
3.06
MDLC
Positive
0
ER+/HER2- High Prolif
30
1
Died of Other Causes
0.8678
0.9571
-0.8138
0.4657
0.8759
1.3747
1.279
1.0139
0.0712
0.8277
0.3641
-1.3831
0.8283
2.011
0.4955
0.9311
2.1396
0.4166
0.6944
1.4792
0.782
0.3802
1.2584
-0.538
0.2816
0.3397
-0.5269
1.2262
-0.3897
0.4567
-1.5272
-1.4937
-2.5838
-0.159
-0.8674
-0.157
0.4545
1.1193
-0.3405
-0.4886
-0.9357
-0.0293
-0.0925
-1.1444
0.53
-0.0673
-1.4028
0.0302
-0.4195
-1.5631
-1.0396
0.2085
-0.8385
-0.4622
0.3105
1.486
-0.3903
-0.6501
1.4902
1.8744
-0.271
1.1937
0.2789
0.3771
0.4726
-1.3627
-0.4426
0.8367
-0.2607
-0.4076
-0.2089
1.0646
-0.336
-0.831
-0.3934
-0.7056
-0.2033
-0.1687
-2.2899
-0.5274
-0.1851
-1.7368
-2.6332
2.1577
-0.0089
-0.9183
0.2716
1.0509
1.2553
-1.1615
-0.0707
-1.6306
-0.3549
1.0196
-1.5695
-0.3995
-0.7772
-0.103
0.194
-0.0963
1.1468
1.8636
0.1036
-0.6509
-1.2506
-2.3808
-1.3667
-1.1353
0.3742
-0.9239
1.2019
-1.2527
-0.8466
-1.5561
0.7027
0.4636
-0.0727
1.1281
1.3739
-1.2598
-0.5843
0.1045
0.8348
0.0673
-1.284
-0.7548
-0.14
-0.6243
-1.4721
-0.2023
-1.0063
-0.7537
0.0826
1.8474
1.0598
-0.3475
0.668
-1.7216
1.8071
-0.2554
0.0923
1.8342
0.0811
0.4844
0.331
-0.2915
-1.1845
-0.4651
-1.5855
-0.0746
-1.0377
0.7161
-0.8565
1.2711
0.3388
-1.3313
-0.8578
0.7248
-0.389
0.4956
0.0667
-0.2242
-1.0463
-0.7829
0.0315
-1.5473
-2.2407
-0.9274
0.0836
-1.9447
-0.2492
-0.0095
-0.3962
-0.3751
1.2379
0.0366
-1.096
-1.2291
2.3905
15.3308
0.3545
-1.7477
-1.2694
-0.5424
0.1305
-0.437
-0.3577
0.896
0.5139
1.3602
-0.83
-1.9722
-0.388
-0.4643
-1.1283
-0.5166
-0.6876
-0.6766
1.2448
0.1107
0.9166
0.4604
0.6928
-1.2426
-0.4206
-0.6615
-1.7369
-0.6417
-0.7455
-0.1786
0.3822
-0.6927
-1.0148
0.4529
-1.3795
1.4197
-0.6581
-0.5254
-1.1953
1.5361
-0.6936
-0.7141
-1.4177
-1.5852
-1.3839
-2.2323
1.8302
0.0052
1.0191
-0.2725
-0.3904
-1.7216
-2.2473
-1.0854
-0.3782
0.5826
-1.5584
-1.1243
-1.1421
-1.0001
0.4
0.7827
-2.055
0.1118
-0.2197
0.7669
0.9162
-0.4134
-2.088
-0.1171
-1.5611
-0.4151
0.1807
0.5024
0.9465
0.3354
1.5743
0.6304
0.0236
-0.832
-0.1019
-0.4642
-0.7681
-0.6089
-0.8785
-1.0926
-1.2699
0.6433
-0.1498
1.9681
1.7169
0.0229
-0.6139
-0.9809
-0.2648
0.4378
0.5694
0.7753
1.0086
0.6126
0.8052
-0.6601
-0.8037
0.7893
1.481
0.0014
-0.6904
1.4431
-0.211
1.0861
-0.7532
0.0809
-0.0214
-0.5405
1.3001
-1.1026
0.5488
-0.1094
1.3266
-1.2458
-0.6383
-0.5497
-0.7159
-0.3994
0.6655
0.4638
-0.3428
-0.3213
-1.2339
-1.6963
-1.0716
1.0381
0.9705
-0.442
1.497
-0.8032
1.2743
1.0819
-0.7332
1.1832
0.2722
-0.7802
-0.3121
-0.7554
-0.0005
0.0937
-0.7245
-0.7459
0.1985
0.5992
0.6854
-0.0785
-0.2106
-2.3177
0.3192
-0.8222
-0.6221
-0.3998
-1.356
-0.1957
-0.407
1.0925
1.0103
-0.0776
-0.8655
1.1581
0.1557
-0.7462
-0.8321
-1.2316
0.3244
-1.6779
-0.0443
2.6432
1.8387
0.6427
-1.5322
0.5223
-1.5947
-0.091
-0.4168
0.7059
1.186
0.042
-0.7985
1.1562
-0.8397
1.1432
0.733
-0.6903
-0.7085
0.2024
-0.7528
0.7167
-0.4011
0.5968
-1.6024
0.2118
-0.6571
-0.749
-0.9432
0.1779
-0.4921
0.1486
1.7621
0.6142
-0.4985
0.2536
0.1307
-0.1013
0.441
0.2318
-0.687
0.022
0.8454
0.743
2.1606
0.0594
1.0279
-0.4055
-0.0703
-0.077
-0.5714
-0.7387
1.0146
-0.4002
-0.8183
-0.0259
0.1457
0.8836
-0.0045
0.5325
0.0041
-0.7219
-1.022
-0.4764
0.3012
-0.2316
0.7492
-0.0739
0.9219
0.0694
-0.3913
0.015
-0.8584
-1.1168
0.4507
0.5951
-0.8395
-0.0891
-0.7976
-1.2893
-0.8895
0.2757
-0.0445
-0.5089
-0.2748
-0.9987
0.808
-0.9515
0.4771
1.3331
0.0832
-0.2956
-1.2251
-0.5116
0.5353
-0.6063
-0.9488
0.7374
-0.2208
-0.4575
0.3656
0.7541
-0.2133
-0.6063
-0.3719
-0.0331
-0.7277
1.5463
0.9514
0.7212
0.718
-0.3543
-1.84
-1.5567
0.8099
1.03
-1.1146
1.6706
-1.3638
0.3998
-0.388
0.5598
2.0741
0.7411
0.901
1.3814
1.0801
-1.264
-0.5858
0.7453
1.8983
-1.4547
0.4387
0.1876
-0.0015
0.5115
-0.5717
227.8
1
3,351
39.4
MASTECTOMY
Breast Cancer
Breast Invasive Ductal Carcinoma
High
0
LumA
2
Positve
Positive
2
NEUTRAL
Negative
Ductal/NST
0
Pre
3
Right
0
3.034
IDC
Positive
0
ER+/HER2- Low Prolif
17
1
Living
-0.1942
-0.1114
-0.788
0.2771
0.3497
1.379
-0.2384
-0.4945
0.6211
-0.0574
-0.1342
0.0477
0.4755
0.9177
-0.2384
1.8821
1.1879
-0.3089
-0.9384
0.448
0.6959
-0.402
-0.7494
-0.1486
-0.2862
0.4512
-0.6436
-0.5479
-0.5613
-0.4773
-0.0084
-0.1498
-0.2886
-0.2722
-1.6319
0.5861
-0.0151
2.2284
0.7275
-1.2421
-1.2102
-0.9201
0.2584
0.3913
-0.6026
0.0361
1.2896
0.8359
1.0575
-1.0453
-1.1392
0.1074
0.7958
-1.5697
0.554
0.8055
1.5438
-1.0627
0.9735
1.2718
0.7841
1.1767
0.3385
-0.0606
-0.2133
-0.2959
-0.4638
-0.9559
-1.1983
0.0204
-0.8366
-0.1543
-0.319
-1.2117
0.0237
0.16
-0.3589
1.7006
-0.6869
-0.4501
-1.0192
-2.0083
-1.3283
-0.0513
-0.8961
-0.3116
-1.6027
-0.4474
-0.384
-0.3737
1.412
-0.6071
-1.6917
0.5546
0.821
0.2641
0.257
0.5351
0.4172
-1.3593
0.1723
2.1974
0.409
-0.2202
-0.9132
-0.2031
-0.6286
-0.464
0.7797
-0.0306
1.0985
0.1641
-0.5336
-1.4713
0.006
-0.1948
0.2726
0.3355
-0.8181
-0.3773
-0.8724
0.6249
-0.0526
-0.5053
0.4042
-0.4778
-0.8948
0.6778
0.3317
-0.078
-0.4608
-0.0101
-1.7002
1.2921
0.1961
-0.5421
0.0802
-0.5562
2.3911
0.5837
1.1851
1.6494
-0.6881
1.891
2.8304
-0.624
1.1727
0.3666
-1.2405
2.557
-0.3248
0.6233
-0.723
2.3417
0.04
-0.5285
0.0146
0.765
-0.5426
1.4242
0.1326
-0.6963
-0.6863
-0.192
0.7019
-1.7829
-1.2075
-1.3342
-0.8464
-1.6689
0.7403
0.4296
-0.3279
0.1353
0.5409
-0.0447
0.3637
-1.1249
2.3217
10.7047
3.0205
-0.1937
-1.1005
-0.0314
0.4119
-1.0929
2.0566
0.0988
0.024
2.5028
-1.1684
-1.8317
-0.1852
0.2409
-0.3468
0.484
-1.3945
-0.708
0.5095
-0.8027
1.5954
0.3705
-0.8175
-1.2539
-0.2662
-0.0013
0.2124
-0.7279
-0.1723
0.7764
-0.9491
0.8565
0.4224
0.6605
-0.3016
0.3139
1.0108
-0.1969
-0.8185
-0.3527
-0.4724
-0.7566
-0.9978
-0.4852
3.404
-0.5263
0.6195
-1.232
-1.0441
-0.8367
-0.7323
0.2562
-0.4187
-0.0239
-0.9889
1.2433
1.1029
0.805
-0.7435
-0.4355
0.6148
0.1044
-1.1531
0.1951
0.3829
1.0641
0.785
-0.51
-0.1614
-0.5698
-0.9683
-0.2161
0.5883
0.6059
2.0591
-1.6699
1.0258
0.6027
-0.6547
-0.8583
-1.0403
-1.3431
-1.242
-0.0204
-0.4286
2.181
0.144
0.6708
0.6487
0.6904
1.6131
-0.4184
-0.846
0.3788
1.0391
-0.6641
0.0077
1.619
-0.8284
0.2117
0.5597
-1.0708
1.2741
-0.1212
0.4376
1.1242
1.1726
-0.0216
1.1957
-0.8647
-1.1305
-0.6511
-0.8767
-0.9477
0.3579
-0.7431
-0.1467
0.567
-0.6192
0.7762
-0.3239
-1.1871
1.0325
0.1417
-1.1863
-1.5462
0.0734
-0.6403
-0.4755
-0.7059
-0.7853
0.2482
-0.2513
0.3025
0.9341
-0.5609
0.1313
-0.2389
1.1428
1.142
-0.0361
-1.2408
0.0372
-0.8422
-0.6909
0.1796
-0.4747
-1.4623
0.8814
-1.5009
-1.1108
0.4948
-0.1291
0.5475
-1.5634
0.2293
-1.2631
0.3287
1.4719
1.776
0.809
0.3597
0.7061
-0.4668
0.0093
-0.3439
-0.5371
-0.4389
-0.8609
-0.2306
-0.0637
1.2166
0.135
1.0461
1.6701
-0.1902
-0.9397
-0.24
-0.2442
-0.749
0.8872
-1.1014
0.3325
-0.6841
-0.1752
0.7178
-0.4021
-0.5494
-0.1108
1.7685
-0.3493
-0.5224
-1.1977
0.6691
1.0703
0.4071
-1.3642
-0.1431
0.5549
0.0438
-0.3111
1.9604
0.874
0.2909
2.955
-0.077
-1.3506
-0.1643
-0.1549
0.5705
0.0017
2.1538
5.3845
6.5345
1.1595
1.0693
1.1665
-0.419
1.6335
-1.7692
-1.1982
-1.1258
-0.6682
0.2708
-0.1597
-0.5588
0.5025
-0.3731
0.0406
0.6178
-0.3536
-0.0743
-0.173
0.1437
-0.614
0.1186
-0.3542
0.1638
0.4507
0.6033
-1.0858
-0.2057
-0.441
0.2731
0.485
-0.7364
-0.5601
2.2648
-0.046
1.0077
-1.0756
-0.8658
-0.8915
0.7805
0.5085
-0.251
0.1044
-0.9715
0.7333
-1.3322
0.5811
-0.5809
0.4529
-0.6364
-1.2899
-0.0191
1.0171
-0.4117
-0.6026
-0.6093
-1.6551
0.4976
1.571
-0.8339
-0.8992
-0.7258
1.0458
1.6527
0.5417
2.0477
-0.9012
0.6185
1.1067
0.2355
-1.6216
1.7064
0.9188
0.3266
0.7958
-0.0052
-0.4869
0.4322
-1.1767
-0.9031
-0.5263
0.1937
-0.508
-1.0586
0.6349
0.3179
0.1498
1.265
0.4702
0.5419
-0.4639
-1.112
-0.1967
-0.0212
0.2544
241.866667
0
3,355
48.53
MASTECTOMY
Breast Cancer
Breast Invasive Ductal Carcinoma
High
1
Her2
2
Negative
Negative
3
GAIN
Positive
Ductal/NST
0
Pre
5
Right
4
6.054
IDC
Negative
1
HER2+
27
3
Living
-0.5445
-0.2269
-1.5019
0.1924
-1.0087
1.4781
1.2005
0.3748
-1.0355
-0.3841
-0.6955
-0.2192
-2.0362
1.5159
0.6983
-0.1301
2.3648
-0.9394
-0.7784
-0.613
0.0372
-0.6322
0.0806
0.6749
1.4382
0.3721
-0.0672
0.0506
0.7223
-1.1682
-0.3731
0.1696
0.7476
-0.5916
0.8687
-0.2988
-0.1259
0.3755
1.2573
0.5767
0.3815
0.073
2.9728
0.4987
-0.5039
1.2358
0.4404
1.2395
0.478
1.4929
1.2236
-0.6858
0.4048
-1.248
-0.306
0.1895
0.625
0.447
2.6186
-1.1375
0.1221
0.6946
0.5008
-0.4014
1.3532
-0.468
0.6548
-0.1452
2.6557
1.5708
-0.41
0.2167
-0.5869
-0.3748
-0.8906
2.1727
-0.1931
0.2005
-1.0915
-1.1054
-0.7142
-0.4554
-1.1525
0.1318
0.6183
0.4442
-0.4119
-0.7332
1.1561
1.0452
-0.7852
0.5804
-0.4579
0.6464
0.0912
-0.4723
1.3622
-1.3035
-0.9441
-1.0559
-0.2858
0.3448
0.2013
-0.0698
0.2233
-0.7533
-0.5103
-0.7294
1.603
-0.606
-0.4273
1.6247
-1.008
0.2234
1.0489
-0.2099
-0.7977
0.3916
-1.7246
-1.1999
0.2705
-0.6075
-1.4221
0.4463
0.6695
0.034
-0.117
0.3272
0.6338
0.3979
-0.1117
-0.0062
1.5285
-0.8385
1.6176
-0.1061
-0.7613
0.7141
1.0935
1.1416
0.9318
-0.229
0.8554
0.1135
0.3409
1.0308
0.2227
-0.0115
-0.795
1.4216
-0.7951
-2.373
0.4769
1.7498
-0.1633
1.281
2.6172
-0.2693
0.0748
2.1807
0.3366
-0.3127
-0.2733
-0.0727
0.4534
0.1845
0.0644
-0.4117
0.1887
-0.5959
1.2982
2.5926
0.8489
1.8368
-1.5046
0.5888
-0.1663
-0.6401
0.7631
0.1114
-0.3578
0.3379
-0.0053
1.0625
-0.6812
-3.3298
0.2735
-0.7582
-1.4594
0.6708
-0.3235
-0.5837
-0.2096
0.667
-0.5085
-0.9983
-0.7014
-0.5699
0.2978
3.2054
-0.8261
-0.0186
-0.2184
-1.5926
4.0484
1.9569
0.7319
0.7909
1.4798
0.9202
2.0846
-2.2424
-0.3445
0.5725
1.0244
0.5671
-1.6009
-0.64
0.1531
0.1765
0.4408
-0.6341
1.9189
1.6901
0.4719
0.1885
0.1279
0.5482
0.4055
-0.1523
-0.432
1.3089
0.2007
-1.9575
0.0801
4.5567
0.0466
-0.5006
-0.6568
-1.3669
0.512
-0.1619
-0.8146
0.8849
0.6873
1.3008
0.1776
-0.413
0.5716
0.426
0.3052
-0.0288
0.1119
-0.145
0.9724
-0.7432
-0.3837
0.6372
-0.0893
-0.6481
0.3752
0.0426
-1.9763
2.2062
0.812
-0.196
0.2758
-0.0297
0.6801
-0.9515
1.1344
-0.0957
0.7642
-0.5914
-1.5248
-0.0404
0.4399
0.4369
0.3596
1.3568
-0.5419
-0.2781
0.4135
0.5811
-0.2959
-0.3837
0.015
0.1623
-0.6123
-0.3474
-0.1716
-0.028
-0.0249
0.1365
0.3751
-0.4751
-0.4273
0.107
-0.1326
0.6778
0.3293
-0.8123
-1.389
-0.3444
-1.0342
-0.3672
1.5674
0.8387
0.064
-0.1981
-0.3792
-0.388
0.1813
-1.097
-0.851
-1.4473
0.6022
-0.8922
0.6053
0.6875
0.2619
-0.5808
-1.3217
-0.9212
-0.8215
2.1963
-0.0576
0.2151
0.4758
0.5894
0.5388
0.3692
-0.0667
0.5977
-0.0039
-0.6885
0.2411
0.1296
-1.0117
0.2324
-1.0512
1.0683
-0.4015
0.4951
-0.1097
-0.4502
-1.3026
-0.6159
-0.2877
-0.9774
-1.769
-0.2858
-0.6709
0.0768
1.7639
-0.3361
-0.902
0.8179
-0.1352
-0.0965
0.3838
-0.7295
0.3701
0.0744
0.0506
0.7388
-0.9889
0.5002
-0.0365
0.2044
-0.8217
-0.1512
1.2106
-0.315
0.1166
0.6984
-0.295
-0.0629
0.1322
0.003
0.9949
0.0663
0.3833
1.0253
1.3936
-0.55
-0.1963
-0.9367
0.7709
-1.0124
0.3578
-1.086
-0.6519
1.9381
-0.397
-0.7534
-0.0742
-1.1507
0.7828
-0.297
-0.5814
0.6635
-1.4409
-0.35
-0.1866
-0.7748
-0.4104
0.3877
1.5728
1.1411
-1.4269
0.8682
-1.1664
0.3628
-1.3362
0.149
-0.267
0.1733
0.6313
-1.3302
0.0818
0.9429
-0.2138
0.7408
0.4473
0.5043
0.2979
1.7484
0.2743
0.6774
-0.3143
0.5644
0.0818
-0.3289
0.2059
-0.3081
2.432
-0.4573
0.0531
-0.6545
-0.1817
0.9168
0.1734
-0.9727
-0.6097
-0.4862
-0.1346
-0.1188
0.3234
-0.0629
0.3659
0.074
1.1578
-0.1134
-0.7508
0.3171
-0.8355
-1.4475
-0.3997
-0.4312
-1.5645
1.2307
-1.4671
-1.2464
-1.1352
1.7905
-0.5301
-1.099
-0.2784
4.7666
0.2971
-0.0564
-0.6638
-1.0665
0.5755
-0.0881
-0.7565
0.2384
0.2544
0.1747
0.4696
3.544
-0.5231
-0.1114
-0.9999
-0.2415
-0.3503
-0.2104
1.3369
109
0
3,357
47.75
BREAST CONSERVING
Breast Cancer
Breast Mixed Ductal and Lobular Carcinoma
High
0
LumB
2
Positve
Positive
3
GAIN
Negative
Mixed
1
Pre
9
Left
0
4.05
MDLC
Positive
1
ER+/HER2- High Prolif
25
1
Died of Disease
-1.9594
1.2336
1.2096
-0.423
1.5173
-0.6795
-2.5102
2.8838
-1.1016
1.5471
-0.1143
1.2669
-1.6419
1.7897
1.3718
1.2306
0.8325
-0.0218
0.7137
-0.1862
-0.4442
1.6257
-0.6962
-0.4195
2.3907
2.057
-0.1243
1.6974
1.0791
0.6101
1.707
-0.3945
-1.6095
-0.938
-1.4286
0.9255
0.0863
1.2389
0.4752
1.3737
0.804
-1.1586
2.5179
-1.1712
1.4354
2.6664
0.3512
0.3929
0.0207
-0.449
-1.0292
-0.6536
-0.588
-0.4428
-0.0116
-0.1795
-0.3234
-0.0785
2.3842
-1.523
0.5387
1.2353
-0.0465
0.4993
-0.8171
-0.93
-0.2343
-1.6336
0.2261
-1.8079
-0.097
1.0328
0.1354
-0.5575
0.9206
2.007
-0.4133
0.2449
-1.2793
-1.667
-1.8421
1.3387
-0.4299
1.3852
-0.6375
0.1624
1.123
-0.0658
0.9827
-1.1783
-0.3926
0.6107
0.9537
0.06
0.3525
-0.5023
0.3471
-0.0466
-1.6777
-0.5195
1.1093
1.3015
-1.9621
-0.2903
0.1142
-1.2049
-1.5671
1.0817
0.2895
-1.1297
-1.043
-0.5932
0.9614
-0.9757
1.0414
0.1706
1.7668
1.2451
-0.1339
-0.8148
1.6832
0.9026
-0.2949
0.3792
-1.6924
0.3228
-0.8846
0.9774
-1.0878
-0.3107
-0.5519
4.1781
0.9842
-0.0907
0.2645
0.5422
0.6402
1.1177
1.277
0.75
-0.9345
0.1119
1.3577
-0.4735
-1.2304
0.2815
0.3164
-1.4338
-1.7994
-0.97
-0.1439
0.1596
-0.6993
0.8001
-0.0336
0.2195
0.4882
0.3554
-1.6853
-0.0446
0.2111
-1.0284
-0.7871
-0.8971
-0.7479
-1.0503
0.1874
-1.2759
1.6538
0.6578
0.5692
-0.3319
-1.0044
-0.2198
-0.0684
0.1778
-0.7631
0.8086
-0.3611
0.4746
-1.1836
-1.4234
-0.4436
1.9524
-1.6073
0.5327
0.4848
-0.134
-1.6653
0.9614
-0.1091
1.8164
-1.2193
1.2779
-0.1946
0.2001
0.3946
-0.2709
-1.1265
1.1833
0.4932
-0.4156
0.8661
0.4308
0.3104
-0.784
1.3841
-0.4143
-0.2469
-0.1684
-1.0399
-0.2909
0.6206
0.6649
-0.3829
-1.6254
-0.7481
-0.3834
-0.8054
-0.9867
-1.5953
-1.1734
-0.7049
-0.9903
-0.1614
-0.7798
-0.5551
0.2463
-0.067
-1.0081
-0.0392
0.0961
-0.4561
0.3691
1.2909
0.6473
-1.6191
-0.2169
-0.3422
1.9801
1.4487
2.1037
0.1599
-0.6133
0.3272
-0.0163
1.9002
-1.5685
-1.6417
-0.5787
-0.4319
0.9784
2.1842
0.6174
-1.8171
-0.4887
0.9695
0.6002
-0.2186
1.2782
0.6326
-0.4429
-0.9044
0.3761
-0.5411
-0.3806
0.7378
0.6296
-0.8223
1.2851
0.1755
-0.1362
0.3463
0.1517
-1.4996
0.5014
0.2427
-0.759
1.4973
-0.3969
0.2598
-0.6686
-0.023
1.1371
0.3113
-0.3942
0.1736
-0.1367
0.4884
1.0005
-0.9457
-0.4718
0.0403
-1.4919
2.0356
-1.0211
-0.5812
0.1589
-0.4491
1.0824
0.5224
-0.72
0.326
-0.2995
-0.2628
0.8693
0.0187
2.064
-0.6627
-0.869
0.5409
0.0814
1.2068
-0.5582
0.882
-0.6175
1.7719
-0.636
1.0035
0.9472
-1.3773
0.3227
-0.7374
-0.9645
0.0089
0.8603
-0.7835
-2.1219
1.2171
0.7559
-0.47
0.2921
-0.3484
0.2796
0.1962
-1.2927
1.1177
-0.5035
-0.7985
1.3953
-0.2933
-1.5052
-0.8916
2.2064
-1.0399
0.126
-0.9446
-0.0952
-0.5025
0.9466
-0.6181
0.004
-1.9114
-0.3012
1.9891
0.1915
-1.3958
0.3885
-1.0363
-0.5714
0.8432
-0.1178
-0.5111
-0.0854
-0.3316
1.8157
-0.9674
2.1696
0.2084
-0.3859
-0.284
-0.2927
0.5879
0.8085
0.8742
1.3319
-1.1427
-1.8093
0.507
1.1488
0.2482
1.3641
-0.3051
-0.024
0.7642
-0.4657
-0.1106
0.3741
2.1189
-1.5893
-0.2273
1.4117
-0.9702
-0.1419
-1.4628
0.9033
0.389
-0.3723
1.4712
0.8427
-1.8051
0.552
-0.9908
-0.7818
-0.6076
-0.2034
-0.9549
0.1171
1.7087
-0.1756
-0.4486
1.0808
-0.1257
-0.1854
-0.8826
-0.6962
-0.1394
-0.1849
0.2211
-0.3069
-0.6766
0.3268
-0.3262
2.1825
-0.921
-0.899
-0.6033
0.9907
0.2311
-0.4466
-0.2138
-0.6344
-0.4862
1.9204
-0.0142
-0.2193
0.9428
-0.8824
0.8451
-0.9677
-0.4201
-0.4955
0.627
-0.3532
0.9673
-0.1018
1.3793
-0.1954
0.8269
-0.5274
0.0738
-0.9825
-0.028
-0.8463
-0.9863
-0.4324
0.8691
-0.7952
-0.0745
0.3115
0.3111
1.3396
0.2361
1.0963
-2.0967
-0.4629
0.1588
0.5975
-0.1794
0.6863
-0.2352
-0.1573
-0.1485
-0.9557
-0.0879
-0.714
-0.7955
1.114
-0.8877
-0.1215
-0.8336
0.5837
0.1184
-2.1534
-0.5341
1.2692
-0.2873
0.8967
0.4977
38.033333
1
3,360
48.48
BREAST CONSERVING
Breast Cancer
Breast Invasive Ductal Carcinoma
High
0
LumB
2
Positve
Positive
3
GAIN
Positive
Ductal/NST
1
Pre
5
Right
0
4.056
IDC
Positive
1
HER2+
28
1
Died of Disease
1.2645
1.3231
1.0021
-1.2017
1.1306
0.14
-0.0962
0.8415
-0.6416
-0.1046
0.1326
-0.6273
0.5984
0.3903
-0.3682
1.8249
-0.3475
1.1506
2.295
-0.5554
0.932
0.736
-0.1549
-0.7865
3.2492
1.2117
0.1702
0.2869
0.5163
0.0125
-0.9008
-0.5288
-0.1472
-0.7114
0.1311
-0.0337
-0.8938
0.0783
0.6317
1.0188
0.533
0.1478
-0.5297
-0.1113
-0.2541
1.4682
-0.3886
0.8775
-0.0319
-1.1411
-1.0399
-0.711
-0.1613
-0.6355
-0.6881
0.4666
1.3549
-0.5602
1.5397
-0.92
0.6757
0.6105
1.3278
-0.0893
0.9858
-0.2289
-0.467
-0.1191
0.235
0.5945
-0.5028
0.1859
-0.9853
-1.2659
-0.5699
1.6794
-1.2882
-0.5696
0.5227
-1.7788
-0.6807
0.0637
-0.7975
-1.0688
1.9487
0.5279
-0.3855
-0.9113
0.7213
-0.0677
0.6783
1.4704
-0.4038
-0.1142
0.2888
0.3445
-0.5089
1.343
-1.3798
-1.5084
-0.7773
1.1639
0.3039
-0.8021
0.7751
0.3766
-0.2388
2.1723
0.8526
-1.2754
1.0087
-0.3911
-0.5911
-0.0686
0.2901
1.1538
-0.3839
0.6341
0.8611
-0.5952
0.8869
2.3561
-1.0519
0.217
0.7091
-0.1475
-0.7957
1.0965
-0.4776
0.3417
-0.2947
-0.5437
-0.9985
-0.8624
-0.9404
-0.3542
-0.3357
-0.5447
0.741
0.1011
-0.598
0.7337
0.7383
-0.6306
0.1618
-0.5773
-0.7888
1.3143
-0.7327
-0.197
-0.3388
-0.1156
-0.6629
1.7505
-0.3398
-0.4808
2.5291
0.5577
-0.196
0.6241
1.5055
0.2117
0.1909
0.3925
12.1739
-0.3984
0.3708
-0.4857
0.8186
-0.5575
1.6296
0.1231
-0.8373
0.7493
0.4316
-0.4061
-0.1218
-0.0137
0.4631
-0.499
-0.3527
-0.2992
0.6715
-0.3741
-0.0622
0.0571
-0.6189
0.1399
-0.2076
0.7491
0.1552
1.4044
-0.977
1.0821
-0.4346
0.7977
-0.7738
-0.1157
-0.1532
-0.8039
-0.7405
1.2395
2.4069
-0.4405
0.1155
-0.2474
1.0075
0.9364
0.018
1.113
-0.4629
-0.6963
0.013
1.5903
0.3395
0.1042
-0.1744
-1.0985
-0.8851
-0.5531
0.9272
1.119
0.2027
0.023
1.0246
0.7198
-1.4467
-0.8389
1.4032
-1.057
0.7983
1.562
1.562
-0.6016
-0.4429
0.5921
-0.6196
-0.8057
-0.0518
-0.9789
0.8294
1.522
-0.146
1.0608
0.8367
2.3981
1.8481
-2.2976
-0.3836
1.5052
3.5543
0.9389
0.1742
-0.0385
0.0855
0.1206
0.4872
0.4886
-0.1618
-0.7861
0.0829
-1.0543
-0.3188
-1.135
-0.5533
0.3253
1.2322
2.9394
0.2963
-0.9013
0.7091
0.6314
-0.0131
2.1554
-1.7016
-0.6737
-0.1392
1.1901
0.354
-0.0756
-0.1472
-1.1373
1.0748
1.4291
-0.9154
0.2368
-0.0184
0.4686
-0.3419
0.8512
-0.8464
-0.3001
0.6146
-0.0196
-0.8721
1.19
0.3087
-1.4956
-0.635
0.4511
-0.7651
-0.577
-0.4019
0.2479
0.8722
-0.2693
-0.0971
0.6549
-0.1685
0.7968
-0.1335
-0.0827
0.5145
-0.3367
-0.0982
-0.8675
-0.4004
-0.6741
0.2196
1.3175
-0.066
-0.4318
-1.6134
1.9307
0.3512
-0.6199
0.061
-0.733
0.7336
0.0248
0.1166
1.4215
0.2564
1.4635
-0.3267
0.7587
-0.7193
-1.0739
-0.7625
0.4967
0.1255
-0.4189
-0.2182
2.1341
-0.1285
0.6292
-1.0834
0.5231
-0.5521
0.9061
0.496
0.1162
0.4332
-0.3689
-0.0996
0.5585
-0.855
0.2638
0.2997
-0.9888
1.0206
0.0516
0.4224
-0.3554
0.1468
0.0262
-0.7168
2.4823
1.5693
-0.4083
0.4401
-1.894
0.1622
-0.2955
0.6035
-0.9904
2.4926
-0.9569
0.4437
-0.0764
1.2331
-1.1792
0.7189
1.9812
1.4836
-0.9982
-0.9674
-0.6891
-0.0133
-0.1276
0.0178
1.5538
-0.9455
0.5536
1.3216
-1.2098
0.9663
-0.1706
0.9697
-0.3274
1.3472
-0.2014
-1.5992
0.5327
-0.1286
-0.2283
-0.8714
0.2074
0.4065
2.1007
-2.2291
-0.7574
0.7465
-0.5266
-0.6778
0.6244
-0.8457
0.6895
1.7231
0.0364
1.2077
0.7008
-0.5698
1.2375
0.8283
1.4655
1.1077
1.777
0.3967
-0.1188
0.3862
-0.4872
0.2377
0.2614
-0.9726
-0.2541
1.529
-0.0242
0.8043
-0.3708
-0.285
0.0128
0.5301
1.1858
-0.9025
0.4633
0.0198
-0.4388
-0.0819
-0.4299
0.0179
0.2485
-0.8286
0.2888
-0.7171
-0.6676
-0.1324
0.582
0.6578
0.5418
0.5086
2.3725
-0.4924
-0.9386
-1.6865
0.1041
0.5081
-1.4907
-0.1203
0.8678
-0.1637
-0.1349
0.6101
-0.6875
-1.0415
-0.4748
1.0305
-1.3831
0.8839
-0.2129
0.5029
0.9087
0.0347
-0.8068
0.8822
-0.3631
-0.4673
-0.6807
-0.7352
26.766667
1
3,361
57.31
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
Negative
1
HER2+
16
1
Died of Disease
-0.6761
1.256
0.2191
0.2081
0.0939
0.9794
1.8944
-0.7822
-0.9778
-1.2136
0.0559
-0.3938
0.1298
1.6134
0.4307
2.4159
2.0158
-0.1326
-0.764
1.9738
0.2415
0.7769
0.3556
-0.5445
1.8416
1.7134
0.1084
1.0014
0.488
0.3251
0.1522
0.223
0.1437
-0.2356
0.6713
-1.3902
-0.1544
1.3658
1.6531
-0.4954
-0.2229
0.4059
-0.1123
0.015
0.2173
1.6383
1.8579
0.9181
-0.4649
-1.2201
-0.3325
-0.2827
-0.4413
-1.9445
-0.1725
-0.0035
0.6001
-0.3808
1.4203
-0.5501
1.1272
0.775
-1.3877
0.2856
-1.0673
-0.1258
0.3677
-1.0161
0.2522
0.348
-1.0047
0.1158
-0.6643
-1.8194
-1.4368
0.8297
0.6875
-0.5749
-0.4588
-1.0905
-0.7145
-1.0737
-1.4509
1.1375
0.3816
-0.1251
-0.36
0.672
-0.4766
-0.0877
-0.7886
0.2481
0.6165
-0.2962
-0.1322
1.6336
-0.4056
0.1324
-0.4137
-0.592
0.5552
0.9917
-1.4126
-0.0217
-0.159
0.6171
0.1337
-0.3213
0.9553
-0.2132
0.6011
0.3932
-1.2744
-1.1528
1.1508
-0.5566
0.1288
0.3374
-1.3602
-0.8538
0.5241
1.0888
-1.1366
0.6108
-1.3073
-1.6319
-0.6165
0.7553
0.4161
0.6595
-0.1947
-0.0225
0.2736
-0.781
0.7144
-0.2947
0.6865
0.3202
2.0171
-1.2745
1.4663
0.8141
1.3821
0.1426
-0.7862
-0.1002
0.2466
0.3414
-1.0159
-0.3761
-0.2641
0.7698
-0.4178
2.3534
-0.1739
-1.0867
2.6474
1.0764
-0.3413
0.6587
1.1639
-0.0792
-0.6371
0.1898
-0.2899
-1.1033
-0.8678
-0.3312
-1.3464
-1.0594
1.6145
1.0518
1.3691
-0.0014
-0.1757
-0.1508
0.6449
-0.916
0.4134
0.0986
0.1119
-1.0378
-0.6784
-0.4264
0.341
-0.5917
-1.4474
-0.9263
-0.4035
0.0687
-0.2048
0.4455
-0.8333
-0.5574
-0.6248
0.232
0.3589
-0.7716
1.2979
-1.2884
0.6032
1.0384
0.4917
0.2884
1.0713
-0.3421
1.5956
-0.4509
1.5326
1.0737
1.3616
0.9826
-0.8741
0.459
0.5033
-1.603
-0.9909
0.4665
-0.3478
-0.4342
0.3702
0.2617
-0.6065
-0.7707
-0.1536
-1.6306
-0.0757
-0.1678
0.2481
-0.8563
-1.2536
0.6123
0.3659
0.7036
-0.9826
0.2268
0.4062
0.9749
-0.5133
-0.5782
0.4092
1.0817
-1.1492
1.9463
0.5321
-0.0404
0.9484
-0.3268
0.2209
-0.777
1.665
-0.2685
-1.3247
1.3817
1.5283
-0.0521
-0.0861
0.9886
0.9825
0.0754
-0.4248
-1.1272
0.0027
1.2699
0.8303
0.0916
-0.1594
-0.1349
0.2833
-0.6892
0.8949
-0.0748
-0.7512
0.5091
-0.1117
-0.5136
-1.2822
1.1707
0.7423
2.1771
-0.0602
-0.5918
0.1456
0.1911
-0.6228
0.0174
0.754
0.0372
-0.6159
-0.2187
-1.2043
0.5809
0.4794
-0.0013
-0.4912
0.4663
0.6957
1.0734
-0.4261
1.005
-0.4901
-0.7623
0.0805
-0.4165
-1.7651
0.2753
0.031
1.289
0.2976
-0.6309
0.0362
-0.9227
-1.0099
-0.8738
1.3118
-0.2039
-0.2193
-0.1193
0.1037
0.6336
-0.4529
0.2531
-0.6638
0.7072
-1.7717
0.3297
-0.2417
0.1867
1.308
0.6232
0.6913
1.0978
0.1409
1.0442
0.5803
1.5172
0.2971
0.1167
-0.8145
0.6742
0.6594
0.3216
0.6942
0.5352
-0.472
0.3709
-1.4462
0.1591
-0.6687
0.8489
-0.626
-0.4017
0.3209
1.214
1.9138
0.4315
-0.8966
-0.3762
0.0135
-0.4541
-0.5621
-0.1804
0.5425
-0.2585
0.0566
0.139
-0.6892
0.1078
-0.8892
1.3279
-0.9061
-0.4641
-0.1209
0.393
-0.1767
1.1639
0.0128
-0.8879
0.3349
-0.2663
1.3203
-0.12
0.7832
2.8288
2.6064
-0.8308
-1.3131
-0.2783
0.8195
0.1215
-0.7878
1.2562
-0.5601
0.0091
-0.013
1.5832
0.6782
-0.6721
1.5608
-0.5379
-0.2722
-0.2064
-0.3872
0.6174
0.6967
1.051
-0.3314
0.3101
0.1516
1.4226
-0.6007
0.7872
-0.7768
0.6146
-0.7988
1.4913
-0.8741
0.4099
-0.3423
-0.074
-0.0518
-0.1195
-0.2823
0.3229
0.7828
1.2905
0.8173
0.908
0.1441
-1.0763
0.233
-0.9136
0.0177
0.0711
0.3809
-0.1226
-0.1258
-0.3465
0.7194
-0.4216
2.1293
1.3006
0.2652
0.3824
0.7695
0.834
0.1619
-0.0589
1.3332
0.4627
-0.173
0.0527
-1.3899
-0.5586
-0.6691
-0.5465
0.9596
-0.1162
1.5586
0.1373
0.7894
1.4371
-0.2808
-1.1351
-1.0948
0.1522
0.0032
-1.3487
0.5681
1.068
0.6877
0.6376
-0.1248
0.3001
-0.7533
0.723
0.4609
0.0432
-0.071
-0.1466
1.0352
0.9676
-0.2203
0.1451
-1.0726
1.028
-0.7643
0.0369
-0.7032
68.2
1
3,363
56.42
BREAST CONSERVING
Breast Cancer
Breast Invasive Ductal Carcinoma
High
0
Basal
2
Positve
Positive
3
NEUTRAL
Negative
Ductal/NST
0
Post
10
Right
0
4.04
IDC
Negative
1
ER-/HER2-
20
1
Died of Disease
3.5979
1.3148
-0.5575
-1.1281
2.412
0.2607
0.5386
1.6964
0.193
0.5873
1.7996
-0.0976
-1.3975
2.5507
0.4976
-0.1584
2.5976
0.3659
1.2347
0.0397
-0.4649
-0.0003
-1.8453
-0.0232
4.1816
2.3623
2.974
3.6479
2.5241
-2.9672
1.4751
-1.5602
-2.1072
1.9478
-1.8166
-0.1136
1.4451
1.8006
0.293
1.9416
0.8175
-0.0686
0.8035
0.634
4.0622
3.3929
0.9039
0.1744
-1.1489
1.0112
0.4581
0.9863
-0.8496
-1.1853
0.2384
0.829
0.0579
0.037
2.014
-2.8544
0.0602
0.597
0.9383
-0.7116
-0.2667
2.0449
-0.3947
1.2868
-0.5041
-1.2652
0.5652
0.4225
-2.2054
-0.9834
0.3878
1.8379
-1.6715
0.2969
-1.4134
-2.165
0.3426
0.2659
-1.3514
-0.8025
1.4905
-0.296
-0.6759
-0.4024
1.1809
3.1611
-2.2965
0.5968
-1.354
0.4258
0.3997
0.5342
-1.9351
-0.8327
-0.9899
-0.645
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2.3733
1.5987
0.2285
0.1015
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2.4859
-1.8672
2.1631
1.7319
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1.9581
0.2394
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1.7021
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10.4968
1.2488
0.3521
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0.189
10.4855
0.4691
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1.3364
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1.7644
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0.6808
1.7645
1.0396
0.4142
1.4452
2.6558
0.7179
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0.0802
-0.2676
0.0424
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0.7728
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0.9339
0.9237
1.592
0.3682
-0.8227
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1.5804
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0.643
2.7208
-1.2207
0.7772
3.0269
-1.336
0.2359
-1.4842
-1.7311
1.8106
2.9866
0.5924
-0.1656
-1.4692
-0.3506
1.3725
-0.1065
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0.2248
-0.5072
-0.7815
-1.4516
-0.5679
0.4518
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0.7996
0.0454
0.0222
0.0213
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0.6741
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1.6731
-0.7293
-2.5925
0.1856
1.0857
0.583
2.4071
0.1176
1.2548
-0.4734
1.6306
6.9822
-1.2149
0.0696
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0.9851
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0.7012
0.134
0.2133
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0.8629
0.3948
0.7862
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0.5727
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1.2915
0.6902
0.8841
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-0.941
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0.3878
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0.7164
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1.0302
1.4144
1.9308
0.2042
1.5614
1.0111
0.6989
0.5154
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0.4128
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1.3335
0.3502
1.1019
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1.0135
0.3116
1.1157
0.1746
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-0.9321
0.2625
0.9702
-0.8674
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0.1878
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-1.8959
0.4544
1.3864
3.2352
1.2335
3.7947
0.017
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0.726
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0.7067
-2.7303
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0.6101
-1.0436
0.5418
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1.5506
0.3691
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-1.8497
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0.5394
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3.8075
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4.6745
-0.7744
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1.32
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0.1641
2.3476
0.0861
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0.654
0.6204
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-0.6868
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0.1946
1.4928
1.1917
0.5916
-0.3325
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-2.57
0.0686
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0.358
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1.262
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-0.2851
0.3976
-0.8677
3.0168
-0.0419
0.3106
0.1982
4.0417
0.6789
1.0343
-0.9282
-0.7994
-0.969
-0.5283
0.8985
0.8024
0.5116
0.7744
1.1213
-0.4521
1.4642
2.5299
-1.1357
-0.1412
-1.4842
0.3123
-0.0472
-0.6697
-0.1746
-0.4072
-0.2908
0.1178
-0.219
0.1216
-0.4355
-0.0809
0.552
-0.7355
-0.6531
-0.0987
1.3812
0.2606
-1.3543
-1.8477
0.8692
0.3807
1.1456
-0.3957
-0.9943
1.2064
2.9455
-0.3962
-0.2168
-0.17
1.2167
0.1953
-0.1758
1.9735
-1.055
-0.2131
-2.0215
2.2469
1.9198
-0.7741
1.1771
-0.8335
1.2393
-0.6214
-0.5191
0.8903
-0.5418
0.1568
0.626
-0.9554
1.1368
0.4512
-3.0228
2.7458
0.3353
-0.7506
-0.433
-0.0931
-1.0881
0.2785
-0.6128
-1.0086
-0.1397
0.3347
-0.596
0.3598
0.2824
0.0937
0.7522
1.83
1.5869
0.4251
1.611
2.9261
2.4203
0.121
-1.6104
-0.2797
0.9893
-0.8855
-0.0575
1.6674
0.1598
-0.9662
0.216
1.8507
-0.5552
-0.3802
-0.0521
-0.5075
4.0589
-0.6343
-1.0633
0.1501
-0.75
0.3716
-1.6394
-0.8852
-0.7187
1.0423
-0.7494
0.9071
-0.8493
0.218
-0.627
-0.4992
6.297
5.5166
0.4286
-1.7824
0.0798
1.3569
1.1646
0.4764
-0.5022
-0.8659
-1.0349
-0.0601
-1
-0.6688
-0.2457
-0.2073
0.1596
-0.0785
0.1165
1.3242
-1.4402
-0.8675
-0.8353
-0.0231
-0.7484
10.866667
1
3,365
51.18
BREAST CONSERVING
Breast Cancer
Breast Invasive Ductal Carcinoma
High
0
LumA
2
Positve
Positive
2
NEUTRAL
Negative
Ductal/NST
1
Post
7
Right
1
4.054
IDC
Positive
1
ER+/HER2- Low Prolif
27
2
Living
-1.0539
-1.1243
-0.4004
1.7029
0.622
1.1558
0.9117
-1.3724
-0.2583
0.0667
0.1655
-2.9849
0.028
0.669
-0.4908
1.2434
2.4201
-0.235
-0.5308
0.2597
2.0225
-0.8051
0.74
-0.6026
-0.8292
-1.0854
-1.1316
-2.8172
-0.8224
-0.421
-0.6616
-0.8293
-0.2537
-0.3093
0.0409
0.594
-0.0018
-1.2017
-0.2129
-1.7246
-0.761
-0.1765
0.9301
0.8259
-0.861
-0.3634
0.2363
2.827
-0.541
-1.5811
-1.124
0.5216
0.6081
0.7795
-1.6801
2.2353
1.4034
-1.6622
0.35
2.0867
-1.3001
1.1699
0.3537
-0.2982
-0.656
-0.7486
-0.585
1.3409
-0.4603
-2.06
1.0628
-0.2534
-0.127
-1.5102
-0.3768
1.501
-1.8013
0.1645
0.1356
0.3701
-0.9591
-1.1636
-2.3948
0.2238
-0.7196
0.2073
1.0368
1.0878
0.0953
-1.7007
-0.1016
-1.156
-0.4016
-0.4473
-0.6521
0.5251
-0.7538
-0.4387
-0.3133
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0.795
1.9471
0.3468
-0.47
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2.9609
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1.06
-0.9841
-0.569
0.3816
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0.5906
0.1813
-0.4449
0.3212
-1.3313
-1.1275
-1.6386
0.9111
1.692
-0.5865
-0.7268
1.1753
-0.5275
0.5298
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0.0482
0.3198
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0.8818
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2.6952
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0.9099
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1.3456
0.0796
-0.7248
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0.126
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2.881
1.6996
-0.3389
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1.9375
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-1.6617
0.431
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0.1331
-0.6074
-0.4086
0.7895
-1.5146
-0.952
2.0997
0.3702
-2.4088
-0.749
3.0444
0.8766
1.0045
1.6754
0.8824
-0.5424
0.2363
1.6037
0.3623
-0.3694
1.4514
-0.8762
-0.8838
0.0932
-0.3608
-1.3081
2.8811
0.6121
0.2975
-1.0731
-1.3186
-0.1974
-1.7393
1.9294
-0.3954
1.0017
-0.2516
0.9006
-0.4899
0.2235
0.5321
1.1165
0.5205
0.1815
4.4233
-0.3363
-0.5382
-0.5452
-0.0341
0.2303
1.168
0.3002
0.6469
-0.6786
-0.1361
0.1348
3.3018
3.8463
9.9931
0.6052
-0.3806
-0.3259
-0.7627
-1.9834
0.1663
1.7095
-1.3127
0.745
0.0361
-0.0983
-0.2345
-0.0587
-0.0726
-0.8729
0.4024
0.6803
-0.6882
-0.4361
-0.5593
-0.3105
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-0.8012
0.5369
1.4979
1.1516
-0.2206
2.3537
-0.822
-1.8428
0.0056
-0.6043
0.3532
0.9265
-0.0258
1.1682
-0.3764
-0.8623
-0.1655
-0.6253
1.4241
-0.0757
0.5291
-0.5484
-0.6344
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0.0056
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1.6259
1.5816
-0.0129
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0.8504
1.0498
-0.4039
-0.6685
-0.418
-0.9496
1.2151
-0.0608
-0.667
0.7373
-0.5305
1.0499
1.1267
5.8454
-0.2092
1.0441
0.125
-0.5216
0.3165
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0.2643
-1.4684
0.0409
0.1951
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0.8204
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0.9928
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1.7577
0.8269
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0.5482
0.2892
0.512
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0.0771
0.6402
-2.4185
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0.7357
0.3444
0.1895
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1.1081
0.1234
0.2657
1.009
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0.4602
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0.6517
0.6758
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-0.5577
0.2136
-1.4661
0.4562
-1.3324
-0.3873
0.9223
-0.5201
0.2232
0.2293
0.7538
-0.3307
-0.2788
1.6599
0.1591
-1.1772
1.776
0.1272
-0.4774
-1.3268
-1.0045
2.9755
-0.5302
0.4273
1.3937
-1.835
-0.5067
-1.6135
-0.6223
-1.0066
0.0681
-0.973
1.2254
1.1039
0.8941
-0.8186
-1.2241
-0.5315
-0.2864
-0.1138
0.6663
-0.458
0.5265
1.726
0.3643
-0.8956
1.9211
-0.5823
-0.398
-0.6428
-0.2257
-1.2132
-0.402
3.0877
-0.6507
1.8434
-0.2392
0.3077
0.4031
-0.3407
-1.6391
-0.9359
0.6385
-0.9468
-1.0576
0.163
1.6639
1.5297
1.0665
0.0336
0.7272
-0.2121
-0.319
-0.2024
0.1975
-1.0069
-0.3571
1.1932
0.0392
1.0627
0.0886
-0.5679
0.5662
-0.1277
0.2477
0.8142
0.3817
0.6583
0.9257
0.104
-0.712
-0.1918
0.1177
-0.1567
0.2539
-0.1868
0.0273
0.0591
-0.4619
-0.1467
0.1339
-0.129
0.2157
-0.285
3.1094
-0.9571
1.1952
-1.1844
-0.6696
-0.255
0.7521
0.0498
-0.1836
0.2165
-0.6477
-0.3842
-1.1925
-0.5446
-0.5491
0.1879
0.4167
-1.6889
-0.6082
-0.9254
-0.3649
0.597
3.0377
-0.9065
0.4689
-0.6432
1.4071
-0.697
-0.8932
0.7225
-0.0007
-0.3416
-1.1818
1.8507
-1.2657
-1.3697
-0.4491
1.3892
-0.134
0.2833
2.7323
-0.5963
0.2428
-0.8069
241.6
0
3,367
65.62
MASTECTOMY
Breast Cancer
Breast Invasive Ductal Carcinoma
High
0
claudin-low
2
Negative
Positive
3
NEUTRAL
Negative
Ductal/NST
1
Post
10
Left
0
4.046
IDC
Negative
0
ER-/HER2-
23
1
Living
0.2668
1.8933
0.4814
-1.0116
-1.4819
1.0813
0.344
1.7671
-0.262
-0.7676
-0.9007
-1.1358
-1.8543
1.9455
0.1008
-0.2841
-0.3444
-0.1041
1.1469
-0.6225
0.5741
0.2867
0.5862
2.9845
1.5478
0.8328
2.0829
0.1729
1.9706
-1.5243
-0.5387
1.318
1.231
2.5359
0.3041
1.1858
0.0449
0.8173
0.9125
1.4312
1.109
2.0971
0.5502
-0.3053
-1.0277
0.9442
0.8287
0.1439
1.4501
1.2538
0.5213
0.5907
2.2963
0.2628
0.4614
-0.6317
-0.106
0.4141
0.8327
-1.1434
-1.1535
0.8156
-0.138
-1.4176
2.0457
3.9116
0.6382
0.9383
0.3819
2.3331
-1.8024
-0.9121
-0.3292
-0.3132
0.9138
1.5162
-0.2193
0.4307
-1.1228
-0.4718
2.1479
-0.6693
-0.4888
-0.9079
-1.3085
-0.9786
-0.4909
-1.1918
-0.4829
0.3438
0.0614
1.4708
1.6684
-0.1474
0.4896
-0.7568
-0.2706
-0.8101
-0.0126
-1.1475
-0.0518
1.0066
0.5067
4.4388
0.2599
0.2122
-0.1382
-1.1343
-1.1901
-1.5085
-0.9964
-0.1187
-1.3401
-0.0734
-0.9389
0.2438
-0.4647
0.3938
0.3892
0.2903
1.3719
-1.4193
-1.4283
-0.9735
0.6374
-0.5191
-0.2786
0.294
-1.5882
0.3395
2.3534
-0.4519
-1.8927
-0.9407
-0.9029
0.413
0.7759
0.8167
-0.3453
-0.1668
0.4166
0.1055
0.6907
-0.2691
1.2909
2.3016
1.1754
1.154
-0.4596
1.4474
-0.7207
1.0531
1.0829
0.7194
0.6085
-1.054
-0.6074
-1.477
-0.6177
2.4997
-0.8479
-0.5763
1.7446
1.0208
1.6912
0.0187
-0.3475
-0.7217
-0.9187
-0.3374
2.5764
3.5923
0.4676
0.9734
-0.7438
0.8474
0.5469
-1.0095
-0.4377
0.7078
0.709
0.8343
-0.1697
0.0615
0.5088
1.9618
1.856
-0.6419
-0.7508
-0.3941
0.8329
0.4915
0.4889
1.1742
0.9745
0.7554
-0.3056
3.8409
-0.0015
-0.0958
0.4381
-0.629
0.6263
-1.6475
4.8183
-0.1088
-1.7375
3.8318
-0.7602
1.0779
-0.2209
0.5174
-1.0405
-0.1213
-0.5708
-0.0432
1.2603
-0.1396
1.4029
-1.1868
0.0991
-0.3446
2.1017
0.5999
0.391
0.4986
0.3767
1.3616
-0.9466
-0.9005
-1.546
0.8324
-0.7732
-0.6886
0.0615
0.487
-0.95
0.005
-0.4107
-1.3967
0.1073
1.5256
-1.191
2.5348
1.1133
0.969
1.4013
0.0192
0.705
-1.1008
0.7345
0.3609
0.8812
-0.2056
0.6571
-1.4631
-0.9449
0.3908
-0.8864
-1.6112
-0.4157
-0.9886
-1.0434
1.6529
0.9272
-0.4079
-1.1336
1.2288
0.6697
-0.6716
0.0183
-0.0223
0.2857
-1.3879
-0.4365
-0.4313
-0.1761
-0.1027
1.1189
0.9254
-1.8767
-1.0048
1.9712
-0.3922
-0.3052
0.4328
-0.7662
0.3217
-1.6701
-1.6123
0.3898
-0.4789
1.3695
-0.696
0.8103
-0.1442
-0.5617
-0.3878
-0.6745
-0.4793
0.1189
-0.1176
-1.3165
0.8288
-0.4802
-1.5384
0.1734
-0.4615
-0.0571
-0.8831
-0.4178
0.2635
0.7852
-0.3463
-0.4415
-0.9982
0.6027
-0.1708
0.4363
-0.4022
0.6448
-0.6876
0.5991
-0.2309
-0.8104
-0.2153
-0.757
0.8528
0.6262
0.2378
-0.4181
-1.0691
0.9986
-0.3766
-0.8186
-1.8494
0.8896
0.6047
-1.3507
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1.461
1.048
-0.2418
0.3943
-0.5265
-0.3333
-0.2865
0.556
0.8572
0.3999
0.1528
-0.4241
0.1006
1.422
-0.8333
0.8664
0.1262
-0.3019
-0.2092
-1.6707
-0.1413
-0.6189
-0.4069
-0.6807
0.3777
-0.9445
0.3843
1.6488
1.7416
-0.1813
-0.6274
0.3641
-1.0241
-0.3982
-1.407
-1.2198
-0.3909
0.9206
0.0318
0.6743
-0.0111
-1.4008
0.0169
1.6131
0.0001
-0.3811
1.2347
1.7056
0.5057
-0.9417
1.3241
-0.4199
3.3716
-0.9732
1.3251
-0.0863
-0.132
1.2856
-0.7724
-1.1944
-1.0762
-1.4586
-1.3817
-1.6668
-0.3433
4.2682
1.1486
0.1489
1.6828
-1.2791
-0.3862
-1.1831
-0.6098
-0.9457
0.3454
-1.2704
1.6026
-0.7968
-0.7495
1.178
0.9585
-0.516
0.5067
1.4609
-0.548
0.0537
1.6596
-0.3446
-0.4181
-0.4787
-0.76
-0.3738
0.5911
-1.8345
-0.3229
1.7362
0.3923
-0.8965
1.485
0.8156
0.6483
-0.1998
-0.8336
-0.3325
0.0359
-0.3093
-0.4252
-0.7604
-0.5115
1.314
0.5077
0.7007
0.0658
-0.1664
3.6429
0.4162
-0.4722
-0.9454
0.0237
-0.4613
0.0542
1.2573
-0.3965
0.2536
0.3482
-0.5872
-0.8754
0.419
0.8512
-0.7392
-0.5787
0.211
0.3742
-0.262
1.5275
-1.8447
-0.7981
0.1419
2.356
-0.2212
1.5041
-0.1165
-0.8705
-0.3159
-0.8954
-0.5209
-0.8419
-0.7724
179.433333
0
3,371
66.15
BREAST CONSERVING
Breast Cancer
Breast Invasive Ductal Carcinoma
High
0
LumB
2
Positve
Positive
2
GAIN
Negative
Ductal/NST
0
Post
8
Left
0
3.032
IDC
Negative
1
ER+/HER2- High Prolif
16
1
Living
0.8473
-1.0689
-0.4637
-0.7435
-0.5869
-0.3495
0.3934
-0.4201
0.7329
0.4587
1.141
-0.2793
0.5781
1.2863
0.1821
2.3817
1.9682
-0.509
0.3422
0.2865
0.9671
-0.1628
0.9599
-0.6953
1.2245
0.7824
-0.0824
-0.1167
-0.2092
0.1777
-0.593
-0.2271
-0.9547
-0.9533
-0.9083
-1.3244
0.5524
2.0982
0.4472
0.2326
-0.1414
-0.9756
0.0449
0.5101
-0.3517
-0.1993
-0.4495
0.5631
-0.8735
-1.183
-1.6913
1.1024
0.2219
-0.6798
0.0017
1.0615
0.662
-0.5756
2.7128
0.417
-0.3382
1.8938
1.475
-1.3851
0.8817
-1.3201
-0.2004
-1.2276
0.0908
-0.6836
-0.1109
-1.3055
-1.038
-0.7064
-0.3526
-0.2114
-0.8123
-0.0954
-0.8872
-0.9248
-1.5626
-1.4041
-1.4391
0.9825
0.5987
-0.6037
-0.177
-1.5142
0.4192
-0.6956
-0.5236
-0.1861
-0.2553
0.881
-0.4268
0.3994
1.3765
1.8888
-1.1347
-0.2776
0.6643
2.2542
-0.3517
-0.288
0.0112
-0.9427
-1.4412
-0.9163
0.1116
-0.091
0.343
-1.1954
0.0013
-0.6682
0.2467
0.3458
0.0742
1.038
0.5644
-1.7585
0.2099
0.883
0.5103
0.0828
1.4187
-0.6722
-0.9382
-0.187
-1.4231
0.6877
-0.0713
-0.6299
-0.9197
-0.9242
0.5519
-1.1112
-0.7769
-0.5029
1.9013
1.0022
0.9215
-0.0782
0.0857
-0.4967
-0.146
0.0434
-0.4956
-1.2103
-1.2646
0.3859
-0.1219
0.4605
-0.7426
1.3805
-0.3741
-1.6986
0.824
0.4526
-0.4623
0.6452
-0.1408
0.1672
-1.01
0.0179
-0.1504
-1.3066
-1.9047
-1.4727
0.7306
-1.2611
2.9441
-0.6509
-0.068
1.2969
0.4454
0.1713
-0.5403
-0.5062
0.1935
0.0282
-0.4121
-0.5113
1.0647
0.3399
0.0365
-0.0938
-1.1858
-0.1756
-0.435
0.9686
-0.8051
-1.1391
-1.0938
-0.7063
-0.5811
-0.8786
0.7278
0.2273
-0.921
-1.1124
-1.0638
0.8624
0.6734
-1.2111
-0.226
-0.9191
0.1757
-0.6657
1.4082
-0.049
-1.3017
0.6451
-2.1824
-0.1027
-0.675
0.5029
1.5472
-0.4929
2.8326
0.1316
-0.7559
0.0093
-0.7017
-1.415
-0.2186
0.0463
0.7234
-0.2132
-0.1148
0.2572
-0.9325
0.4192
-0.5564
-1.4795
-0.8063
0.4373
0.1269
0.3705
-0.5216
0.155
0.0267
0.5203
-0.6222
-0.299
1.254
0.9856
1.1324
-0.1202
-0.1318
-0.1857
0.717
0.4621
-0.5327
-0.5507
-0.2422
-0.7422
0.4063
0.7158
-0.5115
-0.8165
-0.8811
-0.3122
-0.5982
-0.6138
-1.2362
-0.2179
1.1403
-0.3837
0.0138
-0.1991
0.4313
0.1468
-0.4941
0.6714
-1.9816
-0.8177
-0.7829
1.3837
-0.6131
-0.9077
1.1324
-0.7108
0.6856
-1.2737
-1.2129
0.466
-0.365
0.5784
-0.2241
0.3996
-1.0224
-0.794
-0.356
-1.4109
0.1999
-0.4192
0.2774
-0.0952
-0.3685
0.2115
-0.3932
-1.0328
0.886
0.7003
-1.5098
-1.6616
0.1004
0.0996
-0.9985
-1.1502
-1.217
1.4359
0.4661
0.6673
0.6324
-1.5948
1.0561
-0.663
2.379
0.3783
-0.1599
-2.253
-0.7403
-0.0039
-0.5175
-0.0226
-0.2931
-1.6907
0.3844
-0.0817
-0.2256
-0.2065
-0.6916
-0.0285
-0.8957
1.7221
0.1816
-1.546
0.8883
1.0397
1.3038
-0.3995
-1.4658
-0.0165
-0.7299
-0.1726
-0.9773
-0.2285
-0.4551
1.116
-0.9528
1.1138
-0.9035
1.2928
2.3703
0.4569
-0.5648
0.1873
-0.3825
1.5825
-0.4899
-0.802
0.2709
0.4391
-0.3149
1.0649
-0.0393
0.0951
-1.3412
-0.6154
-1.4388
-1.696
-0.3169
0.3412
-0.6115
-0.1843
-1.2047
0.8502
0.6166
1.4597
-0.0607
0.6113
-0.0267
0.3421
2.4622
-0.2061
-1.0007
-1.2654
0.2241
0.747
-0.1725
1.4236
-0.7452
0.5408
-1.0073
1.3438
0.4391
-0.273
0.9265
-0.5607
0.1197
0.4032
-0.5773
-0.179
0.8628
-0.8533
0.9419
-0.4094
-0.9927
0.3654
-0.3309
0.7262
0.5061
-0.8641
-0.0183
0.4704
-0.0969
0.0567
0.3936
-0.7361
0.4582
1.6505
-0.2441
-0.1735
-1.2619
1.1122
-0.2519
2.1775
-0.5227
-0.3816
0.3998
-0.4398
0.4438
-1.6756
-0.1466
-0.342
1.2304
0.171
1.396
-0.3942
0.9941
-0.8787
0.4252
-0.0945
0.6552
0.0473
0.0591
-0.6183
-1.9271
-0.5918
0.9013
0.3043
-0.5908
0.9366
-0.4233
-0.5743
-1.298
0.0321
0.0086
1.3084
1.9136
1.0885
0.6332
0.2155
0.2215
0.7463
0.7314
0.1109
-0.1028
0.9467
-0.7166
0.1037
0.2504
-0.5518
-0.9899
-0.7508
-1.0865
1.1905
-0.6178
-0.3938
-0.8602
-0.3349
0.3179
0.1227
-0.1997
-0.84
-0.2179
-0.4334
-0.8304
241.266667
0
3,378
65.5
MASTECTOMY
Breast Cancer
Breast Invasive Lobular Carcinoma
High
0
LumA
2
Positve
Positive
2
NEUTRAL
Negative
Lobular
0
Post
4ER+
Right
0
3.036
ILC
Positive
0
ER+/HER2- Low Prolif
18
1
Died of Other Causes
-0.315
1.5912
-1.0221
1.0728
0.0664
0.0872
-2.2108
0.1438
-0.8226
-0.3955
-0.4219
-1.077
-0.0957
0.3942
0.1971
0.2892
-0.3017
-0.2063
-0.1957
-0.1038
0.7543
-0.5824
0.0135
-0.4272
-0.7691
-0.8155
-0.9801
-0.8623
-0.733
-0.3375
-1.1387
-0.0239
1.6249
0.4385
2.4845
-1.2422
-1.0023
1.8153
-2.0047
-1.559
-0.1824
-1.1836
-1.067
0.0229
-1.1616
-0.6385
0.7151
0.4826
0.2085
-0.0434
0.1372
0.1097
1.2629
0.629
-0.5044
0.6654
0.4917
0.414
0.966
0.6155
-0.5196
0.8285
-0.0594
0.0108
0.031
0.1612
-0.3211
0.3062
0.7808
-0.3849
-0.4686
-1.0791
-0.89
-0.7381
-0.0741
0.4541
0.5086
-0.2349
1.4161
-0.6614
0.5051
-0.1112
-1.2731
0.2168
-0.448
0.7979
1.2663
-0.6138
0.0587
-0.1473
0.5277
0.1673
-0.2495
1.3205
-0.4731
0.4288
-0.272
-1.0675
-0.5586
-0.3043
-0.6715
1.6295
-0.2264
0.2707
-0.5497
-0.6909
0.6843
0.3083
1.6083
-0.6356
1.5395
1.2201
-0.0696
0.9946
-0.6687
-0.1716
-1.1164
1.395
1.0599
-0.2464
-1.6969
-0.3282
0.3586
-0.9413
-1.2553
-0.0114
-0.2737
-0.7489
0.0155
-0.1299
0.2539
-0.0743
-0.6361
1.299
2.105
0.1783
-0.2467
-0.0072
1.2238
0.6876
0.2915
0.3197
-1.5132
-0.2981
0.4952
-0.5561
-0.15
0.0085
1.0111
1.5528
0.0923
0.5408
-0.1157
1.2747
-0.8165
0.7423
-0.3611
-0.3556
-1.1993
2.508
0.8457
-0.2732
-0.6307
0.8709
-0.6351
0.991
0.3126
-0.3676
-0.8336
-1.6113
1.3315
1.5251
-1.3605
3.4405
0.3988
-0.745
-1.9053
0.3257
1.7306
0.5755
-0.1374
0.7963
0.7562
0.026
-0.6261
-0.6402
-0.6789
0.5175
0.0978
0.5825
-0.0128
-0.3895
-0.6565
0.6164
-0.8686
0.3542
-0.2385
-0.6759
0.6394
-0.2598
-0.1218
-0.361
-0.0059
-1.562
-0.3976
-0.1861
-0.1713
-0.2506
-0.2953
0.4069
-0.7732
-1.0607
-1.4064
-0.684
1.0558
0.8367
0.999
0.1634
-0.1309
-0.4822
1.055
1.39
1.3261
-0.2192
-1.2896
-0.2299
0.3734
-0.5891
-0.9073
-1.3097
-0.5683
1.6081
1.1225
-2.05
-0.323
1.5771
0.4832
-0.3067
0.2037
-0.4021
-0.5449
-0.5834
-1.148
0.169
-0.0156
0.3227
1.0097
-1.0535
0.2288
0.0646
-1.5887
0.155
-1.2071
0.2862
0.2933
0.0541
1.2509
0.5281
0.3113
0.0038
-0.2707
0.3281
-0.5546
-0.2304
-0.4
-0.1678
1.2586
1.0838
1.2551
0.3675
1.3021
-1.1295
0.1321
0.8148
-0.1279
-0.2496
0.2536
0.2729
-0.4912
0.5788
0.0673
-0.9249
-1.1804
-0.337
-0.1255
0.1457
0.3024
-1.3819
0.2925
-0.856
0.3687
-0.1401
-0.8198
-1.0689
-0.0032
-0.3818
0.0165
0.0502
0.2693
-0.1075
0.1399
-0.8223
0.6207
-0.2457
-0.357
-1.5477
-0.6692
-0.9932
0.036
0.7833
-0.635
1.2052
0.0688
0.2259
1.3032
0.4191
-0.1388
-0.1361
0.2101
0.316
0.884
-1.0332
-0.6542
-0.7746
-0.3987
0.874
-0.0301
-0.6596
0.4095
-0.0165
-0.067
1.013
-0.1541
1.0437
-1.1473
-0.4378
1.1632
-0.8081
0.4605
-1.5299
0.1129
-0.4303
-0.4295
-0.8525
-0.3539
0.2804
-0.3732
0.4001
-0.2695
0.4126
-0.997
0.4049
-0.3642
-0.3468
1.1307
0.4746
0.8563
-1.981
2.1232
-0.4228
-0.0637
-0.1112
1.7504
-0.0893
0.2937
0.1576
-1.1678
-0.72
-0.2127
-0.0083
-0.6976
0.5095
-0.4493
2.1343
1.0185
-0.0466
-0.0776
1.7103
-0.6226
-0.7209
0.7308
0.9067
1.8239
1.1513
1.7079
0.3995
-2.127
-0.4153
-0.67
-0.3593
-0.7284
-0.3127
0.5162
1.9788
0.5848
0.6365
1.119
-0.4957
0.5637
-1.1938
-0.6335
-1.0551
-0.5416
1.3058
-0.3648
-0.3796
-0.7529
1.201
0.3082
-0.1277
-2.1918
-1.0367
-0.0126
0.625
0.2873
1.1304
-0.0857
-0.1246
0.3562
0.5001
0.416
-1.0175
-0.5509
0.7115
1.1062
-0.33
-0.3075
2.0274
1.022
-0.5871
0.1965
1.3141
0.845
-0.0108
-0.5772
0.4199
0.1335
1.1126
0.7588
0.5969
1.0344
-2.1167
-0.6099
-0.2255
1.5654
0.2569
-0.9353
-0.2369
-1.2586
0.4533
-1.2609
1.105
0.1217
0.7904
-0.3636
-0.2717
-0.1639
0.639
1.3618
2.028
0.6078
0.1231
-0.4003
-1.0628
0.2485
0.2863
-0.3724
-0.0438
0.1453
0.3586
1.3036
-0.3065
0.97
-0.4665
-0.2826
0.0092
-0.0853
0.1422
1.3737
-1.3272
0.2607
0.3779
-0.1608
0.7607
-0.799
-0.7842
-0.5803
-0.9354
1.8071
87.533333
1
3,379
60.99
MASTECTOMY
Breast Cancer
Breast Invasive Lobular Carcinoma
Moderate
0
LumA
2
Positve
Positive
3
GAIN
Positive
Lobular
1
Post
5
Right
0
4.04
ILC
Positive
1
HER2+
20
1
Died of Other Causes
4.5542
1.6007
-0.8512
0.3332
-0.9966
-0.0765
-2.3656
-0.0976
0.2732
-0.2644
-0.25
-1.0991
-0.7508
0.3252
-0.3348
2.416
-0.3301
-0.1565
-0.6153
-0.4313
0.537
-0.3608
-0.2272
0.023
0.4585
-0.0605
-0.4674
0.1667
-0.634
0.5782
0.8259
-0.1889
1.6463
0.4744
0.4319
-0.6829
0.3897
1.8414
1.4041
-0.7184
-0.525
-1.2929
-0.8827
0.2773
-0.403
-0.2063
-0.1484
0.0251
-1.031
-1.775
-0.0365
-0.0374
-0.3426
-0.536
-0.3033
1.3857
0.7525
0.0388
1.7281
0.323
-0.8386
1.3107
0.4093
0.0079
-1.4073
0.979
-0.4035
0.781
0.7099
-0.0252
0.3322
-1.098
-0.9136
-1.1556
-0.8747
-0.1843
0.6633
-1.1264
0.5602
-0.6197
-0.0414
-0.4636
-0.7175
1.2576
0.7396
0.6374
-0.7273
0.4339
0.9591
-0.4514
-0.6787
0.7886
0.0813
-0.0668
-0.5048
0.528
0.6533
0.3728
-0.7226
-1.0406
-0.0949
0.8812
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1.3774
0.3191
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0.3906
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0.2078
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1.3376
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0.3984
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0.7766
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0.5714
0.9241
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0.807
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0.2015
0.0587
0.9615
1.0356
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0.9153
1.1573
0.3743
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0.0878
1.3521
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0.5083
0.084
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1.1964
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1.6693
1.2461
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1.1812
0.4653
0.1239
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0.2587
0.3566
0.7459
0.2985
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-1.3822
0.7027
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0.2074
0.4635
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0.502
1.3425
1.4846
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0.1845
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0.2526
0.9206
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0.9671
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0.6716
0.1317
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0.5406
0.07
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0.1771
1.5315
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1.3916
2.3524
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0.3928
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1.3636
2.7451
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1.3513
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0.3869
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0.0433
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0.3958
1.5166
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0.9857
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0.0088
0.4001
0.8903
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1.5943
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1.2178
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-0.7568
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-0.4761
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-0.1692
0.9036
0.6555
-1.2091
-1.7162
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-0.8184
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1.6034
-0.3924
-0.9589
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0.8708
0.2514
0.8784
-1.1721
0.4415
0.719
-0.3265
0.4195
-0.6347
0.0458
-1.0376
-0.5074
-0.4773
0.6758
-1.0197
1.49
-0.0087
1.327
-0.2406
-0.4419
-0.1511
0.067
-0.4442
3.3503
0.9557
-1.62
2.1785
0.7521
0.3577
0.5195
0.3112
0.0762
0.105
1.4589
-0.6218
0.1507
0.1075
1.2047
0.3467
-0.4204
0.0776
-0.2426
0.2496
-0.2901
-1.2243
2.0197
-0.3016
-0.4014
1.1333
-0.0182
0.4345
-0.1306
-0.7438
0.1154
0.4056
-0.3573
-0.1096
0.6474
0.076
0.0126
-0.562
-0.3231
0.0736
-1.8312
-0.5809
1.1859
-0.4743
-0.4595
-0.1179
2.3949
0.428
-0.4995
-0.8333
-0.3804
-0.5137
-0.7369
0.1254
0.5661
-0.4136
0.0771
0.7283
-1.1851
-0.8232
0.3232
-1.1158
0.2667
0.1151
0.2116
0.5235
-0.478
-1.0935
-0.6699
-0.7438
0.5784
-0.0269
-1.5727
1.1124
-0.4225
-0.0441
-0.475
1.5647
1.5681
0.904
-0.1064
-0.2422
-0.2214
0.024
-0.3745
0.5196
-1.061
0.3323
0.4385
0.9264
0.4267
-0.7263
0.3977
0.5242
1.1039
-0.8822
1.182
0.24
-0.3782
-0.0094
0.005
-0.4222
-1.4628
-0.2528
-0.0301
-0.5067
1.037
-0.7159
113.833333
1
3,381
53.36
MASTECTOMY
Breast Cancer
Breast Invasive Ductal Carcinoma
Low
0
LumA
2
Positve
Positive
3
GAIN
Negative
Ductal/NST
1
Post
7
Right
3
5.04
IDC
Positive
1
ER+/HER2- Low Prolif
20
2
Living
-0.348
0.6512
-0.3945
0.0377
-0.4827
0.2836
1.5932
-0.0549
-0.2431
0.1041
0.7825
-0.5392
-0.1745
0.6005
-1.1931
1.342
-0.0364
-0.1421
-0.2331
-0.5376
-0.1118
-0.295
0.8082
-0.0124
-0.0666
-0.3938
-0.564
-0.2009
-0.5226
0.6017
-0.4444
-0.2783
0.9859
0.3955
1.6325
0.1401
0.2339
1.0388
-0.4615
-1.0812
-0.745
0.0822
0.4895
0.4985
-0.4429
-0.9051
0.8515
1.0821
0.0863
0.2085
-0.2912
0.896
1.799
1.0269
-0.9027
0.7467
0.2318
-0.4429
1.5836
-0.1928
-0.6845
1.197
0.5276
-0.3148
-1.0727
0.4548
-0.6839
0.0732
0.8542
-0.2028
-0.2069
-1.0972
-0.1153
-1.0051
-0.9006
-0.1103
-0.2051
-0.0691
0.4835
-0.7813
0.3803
-0.8805
-1.6793
-0.4266
0.6032
0.4621
-0.6351
0.4227
0.011
-0.4076
-1.1424
0.2231
0.3731
-1.0081
-0.1102
0.7296
-0.8058
0.1772
0.3259
-0.8987
0.5571
2.0311
-0.0858
1.5805
-0.1326
-1.1718
-0.2441
-0.1374
0.7317
-0.4763
0.1568
0.1221
-0.5281
0.09
-0.3187
0.1529
-0.3819
-0.056
-0.2696
0.5629
-0.1609
-0.5565
-0.1593
0.7039
-1.8258
-1.6733
0.2178
0.9624
-0.2549
0.4093
0.3177
-0.3654
-0.3585
-0.046
0.3975
-0.6704
0.0922
-1.2144
0.8016
1.0479
0.4444
0.9101
-1.0729
1.1041
0.8676
-0.4717
-0.3004
0.7623
0.0984
0.2167
-0.145
0.423
0.057
0.8539
-0.7634
-0.3691
0.0133
0.0876
-0.6009
0.6088
1.6416
-0.1002
-0.6139
1.5921
-1.847
0.384
-0.0497
-0.4272
0.067
-1.8114
0.1614
0.9107
-0.1394
2.6024
0.2017
0.3989
-0.3736
-1.2121
0.306
1.8571
-0.2872
-0.6008
1.0151
-0.6152
0.1596
-0.3388
-0.4514
-1.3679
-0.6145
1.201
1.1636
-1.0657
-1.1354
0.1035
0.0641
0.3602
1.9223
-0.5215
-0.9254
0.5413
0.6552
0.6537
-0.0787
-0.1992
-0.0653
4.5993
0.9687
0.029
1.0054
1.0563
-0.1473
0.1569
-0.3848
0.9576
0.7354
-0.8222
0.3913
-0.0172
-0.5525
1.6344
0.8424
1.992
0.4687
0.8667
0.7939
-0.3691
-0.1292
0.1211
0.1566
-0.5902
-0.3455
1.4838
1.4287
-0.6687
-0.7928
0.4413
0.4812
-0.5937
0.3785
-1.0111
-0.1976
0.132
-0.5311
-0.4032
0.7114
0.8006
0.9352
-0.8767
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-1.3058
0.9728
-0.4056
-0.2646
0.646
-0.2434
1.1569
-0.363
0.1233
-0.0836
0.5074
0.3988
0.1492
1.3374
-0.8456
1.2379
0.5159
0.5788
-0.3424
-1.4245
-0.0435
0.0779
-0.4105
-0.0517
0.2093
-1.0151
0.3037
-0.1241
-0.9057
0.0513
0.6963
1.0124
0.2873
0.0271
0.4186
-0.2979
0.4619
0.0522
-0.5848
-0.1418
-0.112
-0.4024
-0.6812
-0.4904
0.0112
-0.1668
0.1668
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1.2455
0.1166
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0.2644
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-0.3284
0.9104
1.2774
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0.0293
0.099
0.1938
0.6146
0.0069
0.4651
-0.0561
0.4665
-0.4024
0.2188
-0.2006
-0.8506
-1.6858
-0.5008
-0.7677
0.4333
-0.2559
0.3874
0.1347
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0.8883
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1.6119
0.5845
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-0.4708
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0.702
-1.4752
-0.2093
0.5357
-0.7933
-0.6016
-0.9121
-0.1067
-0.8852
-1.0734
-0.4868
-0.8093
1.0479
0.7979
-0.6989
2.0139
0.0478
2.3187
0.2379
0.0535
-0.7266
0.7722
0.4026
-0.5691
1.3628
-0.6303
0.2907
-1.0083
-0.3374
-0.9662
-0.3735
-0.3367
-0.4123
0.1626
0.5802
0.8831
0.288
-0.2668
-1.022
0.9648
0.5096
0.8157
-0.7869
1.9757
-0.6967
-0.85
-0.8079
-0.1113
-1.1991
0.8487
-0.025
-0.3076
0.8559
0.3716
0.1132
-0.6429
0.3556
0.9827
0.5689
-1.5289
0.0387
-1.1948
0.836
0.9441
0.854
0.2617
0.5961
0.4192
-1.0193
-0.2393
-0.1086
-1.0437
-0.312
1.9155
2.7879
0.1283
0.3773
-0.6454
-0.15
0.2339
0.7486
-0.2201
-0.192
0.7847
-1.2315
0.1657
1.457
0.4192
0.8312
1.4745
0.9851
1.674
0.0992
-0.5708
0.41
-0.1866
2.6743
0.2912
-0.3136
0.2418
-0.0615
-0.4736
0.1759
-1.3973
-1.3234
0.3885
-0.1378
-0.7459
1.1133
-0.8868
1.4108
0.0687
-1.6364
-0.1655
-0.5816
0.35
0.625
1.4909
1.3259
1.3195
0.1004
-0.4021
-0.7807
0.1568
0.5284
0.5176
0.544
-1.596
0.3052
0.8906
0.4209
2.5386
0.3588
0.3046
0.0846
0.6197
-0.1068
1.1193
-0.1474
0.4341
-0.4377
-0.4423
-0.5609
-0.1483
-0.839
-0.6587
0.7117
-0.5306
236.633333
0
3,382
61.26
MASTECTOMY
Breast Cancer
Breast Invasive Ductal Carcinoma
High
0
LumB
2
Positve
Positive
3
GAIN
Positive
Ductal/NST
1
Post
5
null
0
4.08
IDC
Negative
0
HER2+
40
1
Living
0.2317
0.3875
0.6193
-0.1204
-0.4731
-1.3577
0.7068
0.0383
-0.0469
-0.3679
0.3439
0.726
-0.291
0.1311
0.8082
0.2748
1.4355
0.7388
-0.4957
-0.3563
1.177
0.8
0.9322
-0.4889
1.6611
2.0987
0.0227
0.134
0.6137
-0.6889
3.7782
0.0582
1.0443
0.9276
1.5779
-1.1092
0.3653
0.6113
1.583
0.5412
0.3348
-0.0049
-0.3121
0.3819
-0.1081
1.7428
-0.1393
0.3541
-0.4528
-0.2224
-0.3521
-0.5244
-0.0359
-1.1055
1.333
-0.036
1.3168
0.2635
1.207
-0.771
0.1347
1.2303
-0.413
-0.0647
-0.6804
0.5416
-0.4762
-1.2311
-0.3369
-0.9714
1.0513
0.6828
-1.2444
-0.9355
-0.7647
0.1289
-1.9312
-0.4361
0.2896
-0.6582
0.1299
0.0385
-1.4446
-0.2047
-0.4407
0.5605
-0.5941
-0.8923
0.0532
-0.3557
0.0053
0.3357
1.0586
0.4145
-0.6397
0.5977
-0.592
1.0514
0.0772
-0.9827
-0.1711
1.0415
-1.294
0.5497
0.3814
-0.3816
0.5421
2.6309
1.2361
-1.6212
-2.2507
0.5397
-0.3664
-0.5162
0.9575
0.7178
0.2931
0.1384
0.6972
-1.0907
0.8417
-0.5227
-0.4309
-0.3429
-2.2394
0.0372
-0.6887
-0.0419
0.4609
-0.4812
0.2302
-0.3834
0.4495
-0.7495
0.4611
-0.4122
0.7493
0.6309
0.6583
-1.7046
0.3168
0.1456
1.1679
0.2456
0.1136
0.2165
-0.6195
-0.9936
0.2013
-0.5694
0.0239
-0.2691
-0.5927
2.0703
-0.4697
0.656
1.7387
0.1588
-1.4277
0.785
2.8005
0.3249
-0.7291
-0.4813
-0.0343
-0.0398
-0.0488
-0.3624
0.5459
-0.233
0.7698
0.3318
0.1481
-0.1896
0.3391
-0.215
1.3042
1.2715
1.1538
0.4581
0.2403
-0.3855
0.3219
1.5468
0.1855
-1.024
-0.9673
-0.5535
-1.8806
0.649
-0.6678
-1.0308
-1.2039
0.4765
0.2411
1.2891
-0.7613
-0.8347
0.1172
-1.5171
0.8354
0.1646
0.4623
-0.2933
4.2623
2.0206
1.4158
-0.6452
3.7896
2.2213
-0.0435
0.4849
-1.1789
-0.2388
0.9206
1.814
-0.6262
-1.3621
2.5449
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0.5812
0.5966
0.556
0.5025
1.0436
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0.8258
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1.0599
0.7747
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0.2704
-0.2157
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0.1386
0.5948
2.2154
-0.6147
1.0717
1.0453
0.8729
0.1307
-1.6428
-0.2481
0.0393
0.5032
-0.693
0.2073
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0.4704
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0.8166
0.3698
1.1143
-0.0469
-1.1753
-1.2242
-0.9561
0.3675
0.9386
0.097
0.5784
2.5267
0.9488
-0.9357
-0.3824
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0.356
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0.429
0.6544
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0.687
0.4258
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0.0821
1.5254
-0.7211
-0.5606
-0.3672
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-1.4731
-0.52
-0.1728
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2.4262
-0.4877
-0.6055
1.2428
0.3576
-1.0892
-1.8792
0.8748
-0.3417
0.4096
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0.3015
1.2603
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-0.0388
0.3446
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0.2396
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1.2063
1.1604
0.456
0.4435
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-1.1039
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-0.0716
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0.325
2.0832
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1.5438
0.5083
0.7858
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0.5347
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0.0001
0.9022
0.2267
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0.2297
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1.4199
0.1604
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-0.0459
-0.5707
0.722
-1.3296
0.4104
-0.1795
-0.2192
-0.3158
-0.6805
-1.695
-0.9992
-0.5196
0.0161
-0.4318
-0.034
0.4646
0.8798
1.3171
-0.6189
-0.1667
0.1624
-0.6457
1.9966
-1.1319
1.3751
0.7166
1.2107
-0.5889
-0.5841
-1.035
-0.3681
-0.9343
1.1721
1.6947
0.1524
1.1047
0.3495
1.0695
-1.5499
-0.3946
0.2966
-0.8144
-0.8881
-0.9855
-0.5538
1.6834
-1.2093
0.0869
-0.1411
-0.1875
0.4334
1.3352
-2.7969
-2.0182
1.2858
-1.2443
0.0609
2.5541
-0.6041
-0.347
1.1445
0.3146
-0.9318
-0.2644
-0.5892
0.2104
-0.2251
-0.5424
-0.8926
1.2562
0.717
0.7344
0.3878
0.0406
0.1386
0.2435
-0.5895
0.3259
-0.1497
-0.0912
0.4324
-0.2106
-0.9337
-0.6082
0.5181
0.9306
0.4994
0.122
1.2379
-0.2359
0.3869
1.276
-0.7007
1.2586
0.8158
-0.3561
0.68
-0.4605
-0.439
0.4982
2.5533
-0.4637
0.6179
-0.5638
0.7123
-0.1582
-0.1876
-0.4591
0.5233
-0.0232
-0.7661
1.0977
1.6846
0.0397
-0.9912
-0.1333
0.0279
-0.6642
0.7717
-0.7676
0.1995
-0.9488
1.0357
0.8726
0.7534
-0.5042
-0.335
-0.3039
-0.5496
0.7199
-0.759
136.233333
0
3,383
38.49
MASTECTOMY
Breast Cancer
Breast Invasive Ductal Carcinoma
Moderate
1
claudin-low
2
Negative
Negative
3
NEUTRAL
Negative
Ductal/NST
0
Pre
10
Left
8
6.056
IDC
Negative
1
null
28
3
Died of Disease
-0.0525
1.4093
0.2094
-0.4322
0.5609
2.1419
0.4458
0.0086
-0.6561
-0.4022
0.2341
0.2769
0.2939
1.8078
1.3038
0.2862
1.0662
-1.9897
0.8087
-1.555
-0.3023
1.2794
-0.0725
-0.7512
1.9912
1.3864
2.3983
0.5724
1.0974
-2.4261
0.6745
-0.2747
-0.4034
2.6222
1.3992
0.2587
0.9442
1.8017
-1.0301
0.7833
1.5246
1.2044
0.223
-0.3662
1.3218
2.2883
1.0997
-0.3461
-0.174
-0.1623
0.0495
-0.8788
0.0712
0.1483
-1.4564
-0.2493
0.9542
-0.2984
1.4994
-1.6279
-1.3343
0.6858
-0.8381
-0.8524
0.8257
-0.2992
-0.9435
-0.1444
1.0821
2.4491
-0.4246
-0.443
-0.8423
-1.2529
0.3561
2.1623
-0.7534
0.2686
0.9038
-0.5217
0.348
0.082
-1.1429
-0.9998
1.2563
0.011
-0.6377
-0.2711
-0.2224
1.2543
-0.7989
1.1832
-0.625
-0.3783
-0.3556
0.3832
-1.1808
-0.3739
-1.1927
-0.676
0.4722
0.9689
-0.0091
-0.529
-0.3377
-0.3693
0.3897
0.1717
1.0169
-2.0749
-1.2601
2.1525
0.2863
0.3014
-0.0809
-0.0391
0.0528
0.3759
0.0155
-0.5859
1.9011
-0.6842
-0.5354
-0.8428
-0.6418
0.4436
-0.4861
0.3539
-0.7115
0.6034
-0.5558
-0.058
1.8407
-0.8781
0.8728
-0.3443
-1.1745
-0.2827
-1.0579
0.4963
-1.4522
-0.6153
0.8476
0.4858
0.6709
-0.3315
-0.6129
1.204
-1.3366
-0.2
-0.8832
0.2174
2.1711
0.8598
-0.1703
0.6096
-0.3445
-1.4326
-0.1805
0.8745
1.8519
-0.2329
0.0334
0.2817
0.127
0.0153
0.4143
-0.9714
-1.5095
-0.19
1.5926
0.3318
1.7672
0.5977
-1.5297
-0.4649
0.3031
0.5783
0.812
-0.4896
-1.9221
2.1928
0.6258
0.8152
0.4812
1.2246
0.3772
-0.2792
-0.9829
-1.4413
0.9048
2.1004
-0.6766
0.4438
-0.4335
-0.6981
-0.6659
1.1962
0.5174
1.6636
0.875
-0.0093
1.1836
-1.6627
3.1495
1.248
1.4514
0.5704
-0.0755
2.0699
-0.2714
-0.041
0.5335
0.6492
0.2608
0.4153
0.5421
0.2523
-0.6831
-0.991
-1.5668
0.9565
1.4766
0.336
0.8753
-0.2731
-1.4336
-0.1174
0.0081
-0.63
-0.4384
1.5608
1.0567
-1.8629
-1.1347
0.8705
-0.5522
0.5307
1.8054
0.1689
0.6344
0.7773
1.2155
0.4519
1.4206
0.5443
1.3894
-2.4367
0.2874
-0.4993
1.16
0.4933
1.3157
-1.1294
-0.1717
-0.8234
0.7673
0.4556
1.3413
0.3308
-0.7262
0.335
-0.3157
0.0977
0.9422
1.2711
1.085
-0.5705
0.6517
0.4127
-0.2216
-0.2392
0.5702
0.1406
-0.281
0.3711
0.5327
0.3308
1.2818
1.802
-1.3994
-0.5081
-0.1138
0.9866
0.3611
-0.5165
0.7645
0.4137
-0.5928
-1.3889
-0.7031
-0.1689
-0.5431
-0.446
-1.6517
3.397
-0.3271
1.4517
-0.2904
0.3668
0.1412
-1.0704
-1.579
0.0218
-1.2232
-0.4783
1.109
-1.4345
0.5317
0.6666
0.4796
-0.0739
-0.9919
0.0105
-0.3084
-1.1857
0.6797
0.5816
-0.5264
0.6291
-0.7964
0.5568
-0.5625
-3.2241
0.4707
1.3348
0.4265
1.067
0.6006
-0.3493
1.0581
1.6382
1.1474
1.1106
-0.1244
-0.2564
0.8331
-0.9777
-0.8691
-1.4933
-0.8622
-0.5856
-0.8435
0.6556
-1.0494
-0.8063
-0.779
1.4313
4.8896
0.1408
0.047
0.0042
0.0647
0.4247
-0.7131
1.5561
-0.8934
0.3439
0.6113
-0.048
-0.0765
-0.5926
0.2023
0.5099
0.1029
-0.7224
-1.0296
0.3288
1.679
0.5085
-0.0826
0.6527
0.5808
-0.2609
-0.4193
-0.9462
-0.1319
0.2003
1.5359
1.2517
1.7151
0.7401
1.525
1.0244
1.8094
-0.6626
-1.0076
-0.6671
-0.0112
0.1756
-1.1484
1.9776
0.0637
0.3609
0.0686
-0.1165
0.7452
-0.5709
-0.0547
0.5971
-0.2226
0.1309
-1.3116
0.5138
-1.1777
0.8611
0.4057
0.4367
1.3372
0.7981
-1.8871
0.2867
-0.4411
-1.35
3.4458
2.5192
-1.7576
1.1806
-0.2057
0.4969
-0.5415
-0.8613
1.2653
0.3692
0.7101
2.3322
0.518
0.9943
1.1258
-1.524
-0.7415
-0.6831
-0.5109
-0.1667
-0.9945
-0.3883
2.2735
0.161
1.2403
0.5407
0.7515
0.2014
1.1668
-1.1045
-0.3193
0.4251
4.8356
0.1373
1.2431
-0.4957
1.0605
0.6813
-0.6161
-0.3013
-0.7062
0.335
-0.1138
0.065
2.2976
0.2854
0.0717
-0.4266
0.1113
0.299
-0.6811
1.9671
0.1011
-1.2666
0.0947
1.059
1.3921
-1.221
-0.5776
-1.3227
-0.7279
0.6989
-0.0651
0.4996
1.4581
0.6797
2.1191
0.0674
1.4158
-0.762
0.9306
-0.599
-0.5024
-1.3982
-0.7166
23.2
1
3,386
40.06
MASTECTOMY
Breast Cancer
Breast Invasive Ductal Carcinoma
High
1
Her2
2
Negative
Negative
3
GAIN
Positive
Ductal/NST
0
Pre
1
Left
3
5.07
IDC
Negative
1
HER2+
35
2
Died of Disease
0.5919
0.3128
1.2057
-0.7172
0.6357
-1.47
1.1558
0.8394
-0.4268
-0.4073
0.3364
1.012
-1.251
1.6507
1.9984
0.7712
1.2491
2.2769
0.4451
0.0931
0.1809
1.0809
0.6943
-1.025
1.9132
1.8861
0.4246
0.5777
1.2706
0.5023
0.2047
0.4385
0.3235
-0.635
-0.9959
-0.9958
-0.7843
1.2227
1.3689
1.4135
0.8239
0.9429
0.0065
0.0014
-0.1093
2.1608
0.804
0.8312
-0.2057
1.0902
-0.5886
-0.9896
0.4434
-1.0819
-0.4016
-0.1961
1.4475
1.0659
1.7924
-1.3473
1.2471
0.4435
-2.0474
-0.6703
1.6414
-0.3347
0.0291
-0.0529
-0.3013
1.6419
-1.6065
0.226
-0.5972
0.3448
0.302
1.199
1.1633
4.5243
-1.5483
-1.2463
-1.1425
-0.785
-0.0042
1.3703
-0.2001
0.0234
-0.1543
-0.8419
-0.5959
-0.0396
-0.7475
0.5399
-0.3186
-0.6953
-1.0609
0.6245
-1.3711
-0.1713
-0.6559
-0.2387
-1.3416
0.5215
-0.0807
-0.1933
0.0113
-0.9516
0.1692
-0.9125
-0.1776
-0.0721
-0.1897
1.391
-0.9045
0.2646
1.1807
0.7132
0.0355
0.4615
1.3406
0.3443
0.5802
-0.4191
-1.3637
0.817
0.1981
-0.4177
-0.4992
0.2423
-0.8952
0.0567
0.1571
2.1778
0.942
-0.9213
-1.0497
0.076
-0.8019
2.9176
3.2533
-0.439
0.285
1.2369
1.7301
-0.3313
0.1023
2.4846
-1.0579
0.5571
-1.4022
-0.4183
-0.802
1.1576
-0.5251
2.229
-0.9739
-0.4782
2.2698
0.0945
-0.2382
0.9799
0.0394
-0.3475
-0.7348
0.0414
0.2999
0.2451
0.4823
0.337
-1.0732
-0.7186
1.5127
1.3769
0.3475
0.256
-1.1479
0.4065
-0.6065
1.7335
-0.6653
0.1485
-0.4746
0.0089
-0.405
0.2232
0.1383
0.243
0.9252
-0.3792
-1.2663
0.2057
0.7759
-0.4081
0.092
1.1166
-0.9652
0.2571
-0.9507
-0.0619
0.9637
-1.0974
-0.111
-0.1868
0.6767
-0.6218
-0.1798
0.5398
-0.6653
-0.4065
-0.1906
-0.202
0.9087
-0.6711
-1.5238
-0.6706
-0.4012
-0.318
0.4843
-0.2569
2.9622
-0.2988
0.77
0.0015
-0.0667
-0.638
0.511
-0.0179
1.505
0.3088
-0.3402
-1.8858
-0.3684
1.2973
-0.5783
-0.8374
-0.9758
1.0966
-0.0654
0.1796
-0.5575
0.6192
-0.126
2.1625
-1.1884
-0.2615
0.774
0.9615
1.2904
-0.4138
-1.6287
2.4253
0.8202
0.3772
0.5602
1.8266
-0.2274
0.0308
0.5784
-0.1639
0.9072
-1.0681
-0.0269
-0.5892
-0.4153
0.9862
-0.7482
-0.9482
-0.012
0.4772
0.7689
-0.8152
-0.2857
0.3331
-0.3346
-0.2405
-0.4306
-0.4422
0.9442
0.4798
0.6809
0.4192
-0.6601
-0.3122
0.7335
-0.4929
0.8588
0.7186
-0.7921
0.1812
-1.0187
-0.3767
0.9894
-1.6263
1.3634
0.3576
-1.0328
1.3598
0.2462
-0.3172
-0.9053
-0.2862
-0.3251
-1.6216
-1.6231
-0.2466
-1.7783
-1.2116
0.0852
0.708
-0.7746
-1.0749
-1.2021
-1.3909
-0.0922
-0.5513
0.1202
-1.8721
-0.1408
0.5735
0.1658
1.0666
1.8689
-0.6978
0.7599
-1.5666
-0.7271
0.5324
-0.3867
-0.9363
0.3222
-0.3503
-1.2441
-0.7025
-0.5635
0.0501
1.0711
-0.9964
-0.3462
-0.3845
-1.2094
1.0761
0.2355
-1.0304
1.1686
0.1355
-0.2594
0.5511
-0.735
5.3847
-0.255
-0.7234
-1.2813
-0.7212
-0.4297
1.2568
1.0711
0.7042
1.1514
-1.9702
0.2437
-0.4836
0.0663
1.0416
0.7194
-0.8248
-0.4686
-0.3491
0.0757
0.8241
-0.2401
2.2727
-0.161
-1.2904
0.8986
1.141
0.2452
0.7571
0.6688
0.0038
-0.1974
-0.2063
0.0792
0.5056
-0.6608
0.0851
0.8618
-0.8463
-1.7705
-0.3977
-0.0131
-0.0789
0.5317
-0.9022
-0.2965
2.1423
-1.4455
-0.7794
0.7341
-0.9499
1.2615
-0.6251
-0.3104
-0.9765
-0.2089
-0.521
0.0067
1.4986
-0.5835
0.0274
1.0434
1.0738
-1.3706
0.8273
-0.8488
-0.373
-0.538
0.4157
0.865
0.7619
0.2876
-0.5719
1.0081
-0.3261
-0.4728
-0.1478
0.5513
1.0458
1.1808
1.875
1.3318
-0.3633
-0.4714
-0.8533
-0.5152
0.0889
0.5919
-0.2357
0.2899
0.2597
0.0571
-0.1278
-0.4422
-0.8388
-0.4831
-1.0205
1.8204
0.1429
-0.0213
-0.173
1.801
-0.6939
0.526
1.6383
1.5627
0.7904
-0.4092
2.7987
0.6167
-1.2697
0.1487
0.0382
-0.5498
-1.1606
-1.5089
-0.0205
-1.0636
1.108
0.5961
-0.8761
0.2459
1.1786
0.2963
0.467
-0.8702
-0.1384
-0.9906
-1.4378
-1.2754
-0.5071
-0.0981
0.2299
1.2611
2.6563
-0.1794
2.085
-0.7707
-0.5481
-0.1599
0.4742
-0.3773
55.633333
1
3,388
59.3
MASTECTOMY
Breast Cancer
Breast Invasive Ductal Carcinoma
High
0
LumB
2
Positve
Positive
3
GAIN
Negative
Ductal/NST
1
Post
8
Left
1
5.04
IDC
Positive
1
ER+/HER2- High Prolif
20
2
Died of Other Causes
1.5496
0.6583
0.8203
-2.9286
-0.1822
0.3328
2.1766
0.5918
0.3028
0.8017
-0.1425
0.9139
-1.6175
0.4619
0.2928
0.1361
0.8608
-0.2084
0.0915
0.2652
0.6814
1.7343
1.4182
-0.6684
1.4741
2.1093
0.0175
0.1018
0.0554
0.7057
0.2917
-0.8074
0.0411
-0.1615
-0.4582
-0.3077
0.3613
0.2366
-0.2687
0.4344
0.6766
0.1229
1.1054
-0.0469
0.4124
0.1673
1.1163
-0.6135
-0.457
0.9636
-0.1195
0.0893
0.8112
-0.1278
-0.744
0.3278
1.5085
0.31
2.7144
0.6015
-0.6908
0.6174
0.0094
-0.1674
-0.619
-1.8417
-0.744
-0.1541
0.0617
-0.2861
0.0261
0.475
-1.8313
0.1663
0.587
1.2618
1.3044
0.2406
-1.9662
0.6605
0.1975
0.5052
-0.4222
-0.1838
-0.839
-0.3357
-0.214
-1.0667
0.8013
-0.4815
-0.9918
-0.1227
-1.4726
0.7816
0.036
0.4082
0.9807
-0.3974
0.1242
-0.9294
0.1039
1.4546
-1.173
-0.2402
-0.5298
-0.8665
-1.1285
-0.3488
0.2337
-1.3471
-0.9807
0.9309
-0.1851
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