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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90.02
BREAST CONSERVING
Breast Cancer
Breast Invasive Mixed Mucinous Carcinoma
Moderate
0
LumA
1
Positve
Positive
2
NEUTRAL
Negative
Mucinous
1
Post
3
Right
0
3.04
IMMC
Positive
1
ER+/HER2- Low Prolif
20
1
Died of Other Causes
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46.833333
1
455
56.84
BREAST CONSERVING
Breast Cancer
Breast Invasive Ductal Carcinoma
Moderate
0
LumB
1
Positve
Positive
2
LOSS
Negative
Ductal/NST
1
Post
10
Left
0
3.036
IDC
Positive
1
ER+/HER2- High Prolif
18
1
Living
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1.5878
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0.2847
0.6538
-1.0297
-0.3272
-0.8837
1.3471
-0.7034
-0.867
0.346
0.4376
-0.6168
1.1305
0.126
-0.3519
0.1199
-0.9025
0.0589
0.102
-0.2357
-1.0512
0.5335
3.9324
0.3914
-0.0264
0.5071
-0.5674
0.3983
-0.7377
0.3894
-0.6457
1.0655
-0.937
-0.224
1.1589
-0.159
0.9246
-2.3077
-0.9375
-0.1965
-0.0488
0.5767
-0.1678
-0.8898
0.2786
-1.0608
0.1307
0.4753
-0.3722
-1.0212
0.7165
-0.1464
-0.8281
-0.3875
0.6069
1.5281
0.8788
-1.8983
1.3995
-0.4802
-0.6939
0.8586
-0.1271
2.5024
-0.3144
-0.4676
-0.5658
-1.2208
-1.4838
-1.2283
0.7065
2.363
0.1843
1.1577
-0.8833
1.1118
-1.2915
0.5278
0.2668
-0.5459
-1.3259
0.6968
-0.9036
0.4677
0.7588
0.0628
0.3483
0.3537
-0.7066
-1.2516
-0.5528
-0.0197
-0.493
99.333333
0
458
49.28
MASTECTOMY
Breast Cancer
Breast Invasive Ductal Carcinoma
Low
1
Normal
1
Positve
Positive
2
NEUTRAL
Negative
Ductal/NST
1
Pre
4ER+
Left
2
4.1
IDC
Positive
1
ER+/HER2- Low Prolif
50
2
Living
-0.0702
-0.4042
-0.8344
0.0404
0.5754
1.0806
0.0594
0.333
0.0631
-0.6789
-1.3187
-0.5597
0.3022
0.1705
-0.1073
0.1898
0.0969
-0.6792
-0.7443
-0.2259
0.557
-0.5548
-0.1241
-0.0388
-0.5368
-0.537
-0.801
-0.8288
-0.9754
-0.2101
0.7016
1.177
1.7434
-0.6674
-2.1501
1.3942
-0.3318
0.7692
-1.4007
-0.9157
-0.8542
0.2162
-0.7224
1.434
-0.9875
0.0451
-0.2534
0.5771
-0.1009
-1.0252
-0.8422
0.0714
0.0489
0.6881
-0.1921
-0.0269
0.229
0.2207
-0.2001
0.2254
-0.7916
0.3284
0.1282
0.0485
-0.9623
1.2559
-0.2433
-0.0852
0.1092
-0.8459
-0.6498
-0.0105
-0.2063
-0.1548
-0.7096
0.1975
-0.5582
-0.6454
0.1152
-0.5469
0.3462
1.1737
0.1748
1.0957
-0.5141
0.903
0.057
0.0161
-0.3265
0.4803
0.6309
-0.5387
-0.9769
0.1885
0.1521
0.5014
-1.1468
-1.3987
0.2974
-0.3149
-1.1031
0.1045
0.4902
-0.4902
0.033
2.2426
1.3355
0.435
1.3031
-0.0063
1.1803
2.5283
-0.0784
1.8675
0.1424
-1.0981
-0.0341
1.0128
0.1325
0.161
-0.8589
-0.3013
-0.3178
-0.2008
0.3685
-0.6556
0.6585
0.2149
0.3183
-0.8076
1.4845
-0.5784
0.3392
-0.4702
-0.2458
-1.2028
0.7126
-0.8551
0.3854
0.4621
0.0467
-0.4329
-0.9508
0.5972
1.063
-0.6464
0.2629
1.4652
1.5978
1.6687
-1.2432
-0.8102
1.1364
0.9436
-0.5434
-1.0009
-0.5434
-0.3608
-0.9647
1.4738
2.2949
1.242
1.6037
1.7394
-0.136
0.6167
0.0252
1.236
-1.5441
-0.8716
-0.1814
-0.5852
-0.0294
4.2501
-0.3232
-0.579
0.6054
0.1853
-0.3565
1.3542
0.2929
0.6917
2.3645
-1.1224
-0.2919
-0.6654
0.091
-0.6295
-0.2986
0.1169
0.204
0.0189
-0.12
-0.0651
0.9395
0.5586
0.5593
-0.005
0.2931
-0.0755
0.6765
-0.4231
0.5149
-2.2166
-0.597
-0.8656
-2.2392
-0.8017
-0.6691
-0.4337
-0.6628
0.2451
0.2101
0.7084
0.0073
0.5326
1.5776
-0.2816
0.0663
0.1614
1.7126
0.5953
0.5609
1.5198
-0.2082
-2.2709
1.0446
-0.8162
-0.2772
5.1882
-0.7529
2.0752
1.6102
-0.0623
0.6608
0.1839
1.2255
-0.5186
1.3575
-0.0402
-0.7445
-0.3865
-1.306
-1.0553
0.0783
-1.2585
1.231
-1.0994
0.679
-0.8018
-0.2982
-1.1564
-1.2114
0.4588
-1.0488
0.1514
0.981
-0.109
1.1047
-0.7896
-0.0186
1.2392
0.3927
-1.1928
-0.1097
-0.3625
1.2905
0.0611
1.651
1.5805
0.6024
-0.8148
-0.8504
-0.2606
-0.2474
0.0212
1.8648
0.1404
0.3806
0.0488
-0.6682
-0.6229
-0.8789
-0.1932
0.0625
-0.0527
0.6459
0.8713
-0.1972
0.0193
2.3663
0.9293
-0.9381
-0.8774
-0.2069
-0.9786
-0.4407
-0.8527
0.9201
-0.9805
0.284
-0.9888
0.0601
-0.3201
0.3941
-0.2599
0.0722
-0.7994
1.5814
2.4195
0.5498
-0.8337
0.3041
-1.2217
0.8697
0.1981
0.0722
-0.1496
-0.9194
0.2903
0.3065
-0.2193
0.5876
-0.7972
-0.693
-0.4662
0.53
0.5024
0.1635
0.5551
0.3848
-0.9203
-0.7899
0.7901
-0.3421
-0.1708
0.9841
-0.6114
0.8658
0.3793
-0.5915
0.2835
-1.7188
-1.5147
-0.6125
-0.7834
0.6248
1.0901
0.1611
-0.1003
0.3023
-1.0084
0.3019
-0.0332
-0.0682
-0.3492
-0.5996
-0.4283
1.4368
1.4927
-0.2861
-0.5249
2.8765
-0.2687
-0.3974
1.3765
0.2048
0.5925
-0.4235
-0.1132
-0.1526
-0.8009
-0.5226
-0.011
0.5507
-0.5976
2.3457
1.2554
0.0681
0.8201
1.8212
-1.0686
0.3877
-0.9045
1.1538
-0.4242
-0.278
-0.311
-0.8194
-0.6779
-0.2495
-0.277
-0.9711
0.6174
0.0347
0.9236
-0.2855
-0.1429
0.3424
-0.4399
-0.1867
-1.044
1.1856
0.0796
0.4576
-0.2483
-0.4672
-0.7092
-0.0201
-0.8986
0.1403
0.085
-1.5422
3.434
-0.8378
1.6428
0.9311
0.4976
-0.6514
-0.9323
-1.3013
0.0621
1.2032
-0.2146
-0.2183
0.1545
0.0874
1.5347
-0.3114
0.5117
0.2465
0.6923
0.8198
-0.5149
-0.2409
1.4886
0.0324
1.4635
-0.0125
1.0285
0.4383
0.8707
-0.4461
-1.11
0.7727
0.6766
-0.8019
-0.4308
-0.806
-0.3048
-1.0353
0.9077
-0.2481
1.3291
0.8891
-0.1253
-0.62
-0.314
-1.3743
-0.0844
0.6735
0.8835
-0.9932
-0.7889
0.2842
1.2557
0.1566
-0.4598
-1.0444
1.0715
1.3484
1.0943
0.3637
-0.8931
0.093
-1.2279
0.6735
0.222
3.7134
-0.4034
-0.5618
-0.2175
0.523
0.2822
-0.7563
-2.087
-0.0307
-0.2437
0.22
134.5
0
459
85.09
MASTECTOMY
Breast Cancer
Breast Invasive Ductal Carcinoma
Low
0
LumB
1
Positve
Positive
3
GAIN
Negative
Ductal/NST
1
Post
6
Left
2
5.068
IDC
Negative
1
ER+/HER2- High Prolif
34
3
Died of Other Causes
-0.8473
-0.8226
-0.2477
-2.1135
1.3895
-0.2461
0.9397
0.2922
-0.158
-1.6005
1.1181
-0.1234
1.7113
-0.1594
-0.4184
0.786
-0.0933
-0.6051
-0.4054
0.2123
0.7232
0.037
2.247
0.0368
-0.2097
-0.1631
-0.3903
0.379
-0.5007
0.7314
-0.6825
0.762
-0.1014
0.0076
-0.8299
0.2202
0.987
0.2226
-0.2825
0.604
-0.5947
0.0944
2.0108
0.308
0.1519
1.5562
0.078
0.2133
-0.9472
-0.6436
-1.1334
0.2614
-0.5053
0.4454
-0.0143
0.2076
0.2089
0.271
-1.2377
-0.0081
0.6007
-0.6357
-1.4437
0.1745
-0.4417
0.1035
-0.5426
1.3922
0.1917
-0.862
-1.7753
-0.2176
0.2849
-0.0525
0.1662
0.1899
0.0772
2.3155
0.0464
0.7585
0.3132
-0.7065
-0.6228
0.7505
-1.6216
-0.1351
-1.1223
-0.6949
-0.9858
-0.1147
-0.369
-0.7797
0.9307
-1.23
0.6239
0.2765
-0.8934
-0.2325
-0.1946
0.0221
-0.0083
-0.2704
-0.3301
-0.387
-0.3698
-0.4658
-0.5688
0.3835
-0.4086
0.5203
0.1098
-1.2475
0.0646
0.1857
-0.0876
0.5028
1.1589
0.3183
2.8814
-1.3234
0.4993
-0.3039
-0.0086
0.9981
-0.6837
-1.5782
0.3411
-0.3151
1.3419
-0.933
-0.5326
-0.4923
-0.8433
-0.8849
-0.2882
0.7669
0.4584
-0.0202
0.5325
0.3635
0.1112
-0.2959
0.7531
1.5909
0.0932
0.0939
-0.5946
1.138
-0.5191
0.2321
0.8852
1.156
-0.2887
-0.5413
2.2021
-1.3615
-0.4629
0.4027
-0.6313
-0.791
0.0893
0.1561
-0.0297
0.912
0.7823
0.7112
-0.2298
-0.5217
0.8339
-0.5349
-0.2211
-0.756
0.6173
-0.2749
0.1956
0.3021
0.8578
0.7404
-0.6162
-0.9229
0.6219
-0.287
0.0188
-0.4238
1.5697
-1.7602
-1.8235
-0.369
0.1986
-0.433
-1.2498
2.2221
-1.1913
0.3796
1.1006
1.1841
2.466
-0.649
-0.9697
-0.1824
0.2161
-0.9943
0.6389
2.5221
0.502
-0.7006
0.6987
-0.791
0.0852
-0.0224
1.0003
0.0996
-0.6079
-0.1893
0.5614
0.6995
0.3371
0.1742
0.6906
0.6361
-0.6123
-0.2887
-0.2086
0.3622
0.3905
0.9624
-0.7153
-0.7771
-0.1106
0.152
0.319
-0.6379
0.3732
3.0779
1.0628
-0.942
-1.4815
-0.8533
-0.298
0.3003
-1.554
1.9495
0.3748
0.0683
0.9176
-0.6042
-0.5789
0.3457
1.7983
-1.249
-0.0738
-0.7859
0.2126
1.5082
-1.1252
-0.9119
-0.0612
-0.9283
0.8597
4.3056
0.2388
-0.1562
0.3408
0.2374
-1.254
-0.3227
-0.4761
0.6529
-0.0501
-1.0253
-0.9938
2.213
0.4324
0.1729
-1.22
-0.1874
-0.7382
0.0514
-0.3089
0.3233
0.5991
-0.5776
0.455
0.0591
-0.3128
-0.47
0.6594
0.5994
-1.1475
0.9687
-0.3697
-1.0326
0.1915
0.6902
-0.4822
0.647
-0.2338
-0.1635
-0.3998
0.9109
-0.024
-0.1
0.468
0.38
-1.1635
1.2586
-0.1359
-0.3122
0.8056
0.3552
0.3294
-0.4088
0.2126
0.9353
0.2334
-0.3812
-0.7343
-0.3766
0.5661
-0.1706
-0.292
0.5218
-0.2698
0.6996
0.9236
-0.0065
-0.796
-0.1937
-0.8549
1.0485
-0.5374
0.6907
0.4828
0.461
0.4801
-0.1177
2.9361
2.3042
0.4479
1.8022
0.3027
-0.0368
0.3377
0.9237
-0.3939
-0.5865
1.37
-0.1599
2.1459
0.986
-2.453
0.7047
-0.6273
-0.1887
-0.0932
0.6249
-0.076
-0.5593
-0.7396
-0.9995
-0.3349
-0.4415
-0.8605
-1.7121
-0.273
-0.0435
-0.0324
-0.1012
-0.4179
-0.6076
0.6224
-1.1244
-1.2866
-1.0619
1.0849
0.3438
-0.1975
-0.3461
-0.1535
-0.8246
0.3943
-0.2533
-0.494
-0.4302
-0.6195
-1.3888
-1.4855
1.6622
-0.489
0.2144
1.0346
-0.955
0.137
-1.2303
0.0006
-2.2998
1.1801
-0.1429
-0.7398
0.6661
0.4999
-1.0206
0.7221
0.8673
0.121
1.1374
-0.4452
-0.222
-0.7612
-0.1822
0.061
-0.7214
-0.575
-0.3494
0.0237
-0.2402
0.3422
-0.6593
-1.0232
-0.5945
-1.3804
0.8844
-0.5511
0.5389
0.711
-0.024
-0.3307
-1.0368
1.1141
-1.7704
-0.4233
-0.3685
-0.3644
0.1158
-1.3124
-0.0277
0.3146
0.0026
0.362
-0.6792
0.3448
-1.1716
0.2515
-0.5982
-0.6861
-0.2172
-0.0297
-0.667
1.0845
0.185
-0.2163
0.0275
-0.7662
0.4559
1.4586
-0.733
-0.7316
-0.539
1.2987
-1.4848
-0.4816
-0.2855
-1.8994
0.0861
0.9902
-0.8758
0.7718
-0.09
0.5251
-1.2433
0.1791
0.7115
-0.5874
0.131
-0.2298
-0.5794
2.1197
1.2871
-0.5365
0.5618
0.7788
-0.1518
-0.0283
-1.0818
-0.4814
0.0014
-0.6865
0.9471
-0.8859
35.6
1
460
81.44
BREAST CONSERVING
Breast Cancer
Breast Invasive Lobular Carcinoma
High
0
claudin-low
1
Positve
Positive
2
NEUTRAL
Negative
Lobular
1
Post
4ER+
Left
0
3.044
ILC
Positive
1
ER+/HER2- Low Prolif
22
2
Died of Disease
-0.9625
0.1529
-0.1426
0.5693
0.7513
0.0613
-0.9129
-0.418
0.7351
-0.2135
0.0531
-0.3362
0.6801
-1.0148
-1.442
-0.5995
-0.8937
-0.0022
-0.0706
0.8138
2.1864
-0.4327
0.3752
0.5781
-1.4662
-1.5966
-0.6267
-0.4313
-0.9349
0.2366
-0.0513
0.1795
1.7152
-0.1202
1.7144
0.7677
0.364
-0.3588
0.557
-1.0388
0.2284
0.3836
-0.188
0.0889
-1.2854
-0.4182
-0.3843
1.7995
2.803
0.4718
0.1853
0.9214
1.1733
1.2694
-0.3477
0.1752
0.1395
0.4173
-1.6943
0.5161
-1.2969
-1.0601
-0.3707
-0.0442
-0.3598
0.7701
-0.1807
1.1026
0.2396
-1.6638
-0.3185
0.6827
1.1112
-0.6002
-0.369
-0.3795
-0.8248
0.6879
0.2176
-0.1259
0.5213
0.1706
-0.4896
0.4444
-0.4189
1.0355
-0.2553
0.1889
-1.2142
0.11
0.4091
-0.1827
0.1168
-0.3904
0.7907
0.2096
-1.5651
-1.7938
2.1459
-1.0807
-0.3621
-0.8932
-0.3138
-0.6994
-0.801
-0.4592
0.4656
0.1773
0.0363
-0.9142
-0.7368
-0.3793
-0.0678
1.8648
-0.7585
-1.2351
0.7996
-0.4282
0.7592
-0.6168
-0.7816
-0.4199
0.4274
-0.3547
-1.9177
-0.6794
1.3554
0.4652
0.4163
3.4483
2.3763
0.4549
-0.081
-0.7558
1.7794
-0.2694
0.4059
-1.3318
-1.0577
0.6872
2.2075
0.9231
-0.6623
0.9352
2.0409
-0.4525
-0.2333
-0.1941
2.0577
0.841
0.2538
-0.9507
0.2903
-0.1161
1.3124
0.5003
-0.9532
-2.0196
-0.6379
0.5575
0.3247
3.3608
1.4429
3.4995
1.3997
1.9308
-0.4442
0.32
2.7458
-0.7192
0.4603
-0.1023
-0.805
0.2594
-0.4747
-1.1217
0.2029
0.8924
1.6898
1.3132
0.6719
0.7447
1.1782
-0.3078
1.2807
-0.0533
-0.3157
-0.0316
0.0227
-0.4681
1.2647
-0.1728
0.6107
0.9895
-0.0636
1.4195
0.2406
-0.4496
0.2196
0.8544
1.5286
0.1171
-0.698
-0.7073
-0.6079
-0.8906
-0.1689
-0.4219
1.2964
-0.5324
-0.7433
-0.8156
-0.3445
1.1763
1.4524
-1.6419
0.6738
1.2234
-0.0938
-0.6967
1.4052
2.5196
-0.2197
0.0792
1.2859
-0.7938
-0.3048
0.0244
-1.0777
-0.7662
0.7955
0.5773
0.8645
0.4384
-0.5111
-1.0072
0.1604
-0.915
1.8383
-1.2219
-2.2721
-0.6838
-0.4249
0.1919
0.2407
-1.1096
-0.3135
-0.9712
1.7349
-0.1995
-1.501
-0.4285
-1.1476
-0.2562
0.1501
0.6656
0.3187
-0.5104
1.5399
1.7928
1.4563
1.2193
0.3214
-0.1376
0.0379
0.0714
1.4042
-0.3983
2.0074
0.9251
-1.9563
-0.6704
-1.2528
1.3519
-0.6617
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1.1694
-0.3653
-1.0415
-1.1216
1.207
-0.1413
1.6189
0.549
1.0019
0.2207
-0.3823
2.102
0.3149
-0.0752
-0.1896
0.6157
0.3628
-0.2172
-0.5161
0.6661
1.7041
0.5004
-0.0003
0.2643
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0.3769
0.4511
-0.4423
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1.1715
2.1986
-2.0731
1.1258
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0.6002
0.8303
0.326
-1.6542
-0.9185
0.3484
-1.2173
0.4022
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-0.1169
-0.0438
-0.0441
-0.3342
1.0528
0.4776
-1.4098
0.8688
0.3244
1.2275
-0.3936
1.3233
0.3983
-0.2256
1.9475
-0.0133
-1.0311
-0.3925
-0.4023
0.3289
0.5922
-0.9014
0.6227
-0.5953
1.2899
0.8148
0.3907
1.0591
0.7578
1.0971
0.3739
-1.0314
-1.6731
0.1702
3.2048
0.3371
2.1123
-0.7312
-0.36
-0.0897
0.9187
-0.007
-0.1828
0.6809
-1.2285
0.0416
0.0836
-0.6623
0.2123
-0.4277
-0.0475
0.0201
1.1446
-0.9428
0.5433
1.6092
0.4265
-0.2727
1.3974
2.467
0.9756
-0.8759
-1.1023
-0.0073
-0.4366
0.1621
0.2415
-2.5614
1.3168
-1.6006
0.2136
-0.7706
1.5642
0.5402
-0.0586
0.0275
-0.6594
-0.1564
-0.4321
-0.8712
0.6385
1.484
-1.4155
0.6569
-0.0693
0.6027
-0.7481
0.1369
0.6382
-0.3213
-0.5175
0.0217
-0.3892
1.8761
0.4046
-0.2374
-0.4017
-1.8022
-0.8837
0.8081
-0.6075
-1.5949
0.1001
-0.334
1.0637
-0.1352
0.7034
-0.9048
2.0512
1.6388
2.3033
-0.7097
-1.0976
0.1334
-0.6073
1.5708
-0.5352
1.5693
0.6897
0.2677
-0.2155
-0.6515
0.4215
-0.0336
1.2772
-0.3545
-1.0192
-0.0459
-0.876
2.136
-0.4541
2.0366
-0.1978
-0.5411
-0.1258
0.4117
1.3909
-2.0333
-0.4116
0.1871
-1.3784
-0.5442
1.3989
-0.0959
0.4762
1.3939
-1.0413
-1.2681
0.7536
0.54
3.8031
-2.2898
-0.0605
-1.6974
0.5485
-1.4739
0.7608
-0.6747
-1.0142
-0.9587
-0.0369
-0.9723
-1.0056
0.0935
-0.0929
-0.1626
0.281
114
1
462
60.5
MASTECTOMY
Breast Cancer
Breast Invasive Ductal Carcinoma
Moderate
0
claudin-low
1
Positve
Negative
3
GAIN
Positive
Ductal/NST
1
Post
5
Right
0
4.032
IDC
Negative
1
HER2+
16
1
Living
0.5619
0.8242
0.9847
-0.5751
0.3527
1.3083
-0.1281
1.1015
-0.3804
1.8028
-1.8593
-0.1606
1.3316
-0.9996
-0.2691
-0.4955
-1.4157
-0.612
-1.2794
0.3613
0.9408
1.9016
0.2828
-0.2421
-0.7449
0.5879
0.2178
0.5561
0.0597
-2.2744
-0.7945
0.5173
1.2586
1.1362
0.371
-0.0002
0.6753
-1.1074
-1.0824
0.5487
0.3626
0.142
0.5463
0.146
-0.0252
0.6514
-0.5782
1.167
0.7149
1.7911
0.3436
1.6938
0.2099
0.2107
-1.4409
-0.2424
1.2011
0.9857
-1.1923
-0.2031
-0.0456
-0.1223
0.6963
-0.3118
0.3478
-0.3448
-0.8029
0.6811
-0.9398
0.4797
-1.8914
0.162
0.6014
1.7686
0.5969
-0.6346
-1.0569
0.1465
-1.3467
-0.2598
-0.2508
-1.1378
0.8141
-0.7395
-1.0753
0.6964
0.3051
-1.7432
0.2362
0.2769
-0.1455
-0.6739
-1.0888
-0.0295
-1.4966
1.1684
-0.4872
0.1345
2.1593
1.0127
0.2385
-0.2615
0.239
-0.3542
-1.327
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-0.5857
-0.6993
-0.4177
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0.4053
-0.3309
-0.7815
0.3597
-1.0631
-0.4057
0.5122
-0.9945
0.3296
0.5593
0.9421
-0.6641
-1.2341
-0.8607
1.1901
-1.1127
0.8109
-1.0703
-0.5726
1.0815
0.9567
-0.1111
-0.4345
-0.4444
-1.1295
-0.4179
1.2908
2.0148
0.2753
2.1278
0.884
-1.252
0.6612
0.9312
1.2825
0.1362
-0.3818
0.1734
0.1608
-0.6191
-0.1552
1.4858
-0.5412
-0.243
-0.7269
-0.8739
1.7166
-0.471
0.7777
0.6475
0.7885
-0.0319
-0.1612
1.0068
-0.3337
1.2494
0.1139
-0.8974
0.6247
0.354
1.0837
0.3792
-1.1485
-0.4402
-1.4939
0.0753
-1.5843
0.8428
0.1281
-0.4574
0.1629
-0.5774
0.1822
0.1393
1.1335
-1.1739
-0.4376
-0.4499
0.3875
-1.196
-0.545
0.2511
0.5339
2.431
-0.6408
1.1768
-0.8199
0.1287
0.4276
-0.8039
-0.1709
0.1054
0.1386
-1.3395
0.4437
2.7627
0.462
1.6437
-0.5846
-0.4699
-0.1552
-0.0703
1.3551
0.2639
0.5366
-1.7729
0.106
-0.7707
1.026
2.1835
-0.9443
0.2337
0.9616
0.7513
1.4358
-1.006
1.0733
-0.2595
-0.857
0.4274
-0.5694
0.3852
-0.5626
-0.1008
-0.8209
-0.1623
-0.5659
-0.7842
0.214
0.6344
-1.5132
0.044
0.1779
-0.7756
-0.2149
-0.1766
-0.6892
-0.2698
-0.9046
-0.8375
0.115
-0.6173
0.5738
-0.0618
-0.6781
-1.1437
0.1236
-0.7437
0.0811
0.4008
-0.9737
-0.6671
-0.3797
-0.478
1.6412
0.029
0.3074
2.0061
0.7272
-0.9586
-1.0845
-0.6424
0.2042
0.2171
-1.5246
0.1653
-0.3804
0.2575
-0.5695
0.1939
-0.3781
-0.3083
0.4125
-0.413
-0.0814
1.931
0.3325
1.0765
-0.5947
-0.5116
1.7456
1.1831
-0.2305
-0.8003
-0.6268
0.1515
-0.8251
-2.3279
-0.5424
1.6608
-0.2495
-0.6397
-1.6337
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-1.2999
-1.5191
-0.4511
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0.3024
-0.465
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1.0631
-0.134
-0.5062
-1.1157
-0.6137
-0.58
1.229
-0.7266
-1.0611
0.482
-0.2433
0.514
-0.0913
-0.0395
0.6262
-0.0411
0.912
-0.9551
-0.8104
-0.2512
0.8606
-0.132
0.1232
0.3595
-0.003
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-0.0525
-1.1183
0.1892
0.8995
0.985
-0.4329
0.6802
0.5634
-1.0722
-0.5351
1.6398
-0.0367
-1.7565
0.3372
-1.4137
-0.5125
-0.0501
-1.4523
0.2665
2.675
0.0732
0.3897
-0.4588
-0.243
-0.9528
-1.3
-0.6979
0.0156
0.6059
0.1175
-0.3257
0.2398
-0.1023
0.8524
-1.6378
-0.1493
0.4018
-0.9646
-0.1526
-0.0094
0.9355
0.7894
-1.0565
-0.2743
0.9289
0.3965
-1.4447
-1.3844
-0.6512
0.3289
-0.9853
0.1828
-1.5895
-0.0279
0.7703
-0.678
1.4201
-0.2735
2.2251
-0.98
0.4285
1.355
-0.807
0.1589
0.2944
2.0532
-0.5067
0.1784
0.3052
-0.1042
-1.0069
-0.3136
-0.459
-0.9211
0.3627
1.3901
-0.0222
-0.1502
0.9616
0.4977
-0.7187
-0.2857
-0.1039
0.3655
1.105
-0.3728
0.1597
1.4466
1.1355
2.1668
-0.7792
0.6007
0.2531
-0.7035
-1.0037
-0.6963
-0.9122
0.2793
-0.1797
1.5231
0.0144
0.4352
1.0315
-0.6795
-0.3667
-0.3478
0.9746
-0.9645
-0.4433
0.7722
-0.0713
-0.7343
0.8836
1.6983
1.165
-0.4695
-1.1244
0.1311
2.6446
-0.5826
-0.1719
1.3047
-0.0218
1.2278
0.3073
0.7212
-0.4945
-0.2184
-1.2454
2.6416
-0.5388
0.094
-0.8883
0.1286
1.3006
-0.6855
-1.493
-0.0994
0.1376
-0.5162
0.2388
-0.1783
1.2919
-0.6286
-0.274
0.0499
-0.9254
0.2873
-0.476
-0.5783
-0.1548
-0.5448
132.766667
0
463
60.48
BREAST CONSERVING
Breast Cancer
Breast Invasive Ductal Carcinoma
High
0
LumA
1
Positve
Positive
2
NEUTRAL
Negative
Ductal/NST
1
Post
4ER+
Left
0
3.042
IDC
Positive
1
ER+/HER2- Low Prolif
21
1
Died of Disease
-0.2813
-0.3023
-1.7817
-0.0777
0.3916
-0.1594
0.0903
-0.7263
0.0335
-0.9371
0.1382
-1.0264
1.5527
0.6609
-0.9462
1.2058
0.8717
0.1342
0.1056
0.3686
0.1022
-0.3845
-0.9958
-0.0844
-0.7092
0.1325
-0.9607
-0.7103
-0.2305
0.0862
0.1246
0.0912
0.6736
-0.1244
0.7575
-0.5461
1.5332
0.8587
-1.2792
-1.1262
-0.2234
-0.4539
-0.1396
0.2789
-0.7832
0.8373
-0.8318
0.8192
-0.7983
-1.8145
-1.2497
0.6053
-0.7265
-0.5387
0.3135
0.7865
-0.278
-0.3661
-0.2787
0.4739
0.9432
-0.4829
-0.7243
0.3297
-0.2675
0.8734
0.153
-0.3787
-1.0449
-0.6643
-0.1371
1.0555
0.7102
-0.9585
-1.1683
0.2175
0.8778
-0.6455
0.0488
-0.4167
-1.1964
-1.0177
-0.8661
-0.3687
-1.7653
0.0003
-0.688
0.4881
-0.8843
-1.3616
0.0193
-0.6674
0.5234
0.1304
0.6217
1.4863
-0.9556
-0.1009
0.2328
-0.5324
0.3325
0.5387
-1.0949
1.3842
-0.1775
-0.1683
-0.1935
-0.4807
1.2028
-0.2555
0.8855
0.2063
-0.7218
-0.752
-0.2877
-0.6596
0.3116
-0.7067
-0.119
-0.8888
-1.0864
1.034
-0.4069
0.9561
-1.8565
-1.0212
-0.2995
0.0924
0.2944
-0.4203
-0.0511
-0.139
0.9776
1.1355
1.1187
-0.6811
0.6518
-0.5218
1.401
0.872
1.0192
-0.0864
-0.7647
-0.6867
0.0756
-0.5592
-0.2861
0.092
-0.1562
0.5239
-0.3791
0.5744
-0.224
0.8268
-0.8717
-0.207
-0.1856
-0.2474
-0.5173
0.4751
1.2349
0.0961
-0.6735
-0.3076
-0.0873
-0.3555
-0.4429
-0.5576
-0.9569
0.2387
0.5327
-0.4934
-0.1352
1.3588
0.3538
-1.0513
1.4624
0.5882
0.7326
0.0859
-0.7235
0.0666
0.2524
-0.4319
0.0171
-0.5175
-0.7797
0.2869
0.196
-1.853
-0.6864
-0.6635
-0.6461
0.6009
0.9472
0.753
-0.9025
-0.8091
-0.1416
-0.0764
-0.7908
0.4605
-0.6436
0.4745
0.7997
0.5868
1.0958
-0.4098
3.8708
0.0207
-1.168
0.5832
1.6811
-0.8798
1.3558
-0.7813
1.1031
-0.5211
-0.3938
-1.9464
-0.0476
1.2872
0.8234
-0.0348
-0.0571
-0.0286
-0.2286
-0.7933
-0.2411
-0.1664
-0.0708
1.0286
0.4158
0.7879
-0.207
-0.0852
0.9292
0.8944
-0.3531
-1.7942
-0.1364
-0.6811
-0.2965
-1.0231
0.0839
-0.2158
0.694
-1.1303
0.8416
-0.5562
-1.602
-0.0408
-0.6869
0.6007
0.3705
-0.5177
0.1849
0.1639
-0.2926
1.771
-0.5141
-1.1633
-0.174
0.0218
1.0163
1.0852
0.6665
0.3575
0.2541
0.1741
-1.1555
-0.9807
-0.4304
0.9175
-1.1125
-0.0704
-0.0564
-0.6788
0.3894
-0.2531
0.2462
-0.8705
0.3735
1.2365
0.4473
-1.3316
0.9877
0.3613
-0.1423
-0.222
-1.1817
1.3595
-1.2071
-0.6833
-1.2358
-0.4453
-0.3385
-0.4858
-0.3581
3.0252
1.1799
-0.1771
0.7705
-1.6343
0.4784
-0.182
0.0201
0.3375
-0.1855
-0.0567
-0.21
0.0279
0.4475
-0.478
0.6606
-0.0202
0.1354
-0.5812
-0.0108
0.1577
0.2319
-1.8466
-0.9304
-0.5118
-0.2676
-1.301
-0.8666
-1.2445
-0.8694
-1.8132
0.6679
2.0158
-0.2433
1.2874
-0.6586
0.7627
-0.612
-1.0951
-0.362
-0.2355
2.2088
0.0716
1.3001
-0.3639
-0.4157
0.8354
-0.8777
-0.2001
-0.415
-0.0776
0.9433
1.0198
-0.2751
-0.3949
-0.4045
-0.4799
-0.2133
-1.0417
0.1862
-0.5647
0.7512
-0.0303
-0.2172
-1.1726
-0.369
-0.9138
-0.5407
-0.2744
-0.2259
-0.2358
-0.3209
-1.2289
-1.3274
0.6401
1.687
1.8325
-0.0481
-0.2851
-0.2278
-0.7736
0.3348
0.6374
1.3609
0.2691
1.2944
-0.0386
-0.1544
-1.254
0.8172
0.133
0.5339
-0.095
0.121
-0.3957
0.2685
-0.0142
0.1331
0.3688
0.3103
-0.5349
-0.0935
-0.9792
1.9435
2.0644
-0.471
0.1667
-0.7533
-0.8919
0.6929
-0.0322
-0.4549
0.2631
0.6706
-0.5414
0.8017
1.5032
0.1886
-0.4448
0.1565
0.115
0.0427
0.7162
-0.3148
-1.2805
-1.2644
-0.1141
-0.2547
1.3596
0.9549
0.2111
-0.8693
-0.981
-0.7571
-0.9125
1.1287
-0.3099
-0.2461
-0.7083
1.0592
-0.2231
-1.3732
0.3854
-0.1485
-0.6287
0.532
-0.8062
-1.2203
-0.2774
0.1716
0.4253
-0.0439
0.3505
0.8163
0.0347
-0.9429
-0.6577
-0.3836
0.8453
2.3052
0.1744
1.0967
-0.4781
0.4044
-2.096
-0.6397
-1.0238
-0.8956
-0.1194
0.3388
-0.3039
0.8603
0.447
-1.1431
-0.8753
1.927
0.9343
-0.3023
-0.2304
-0.0886
-0.4754
-0.0358
-0.0563
0.5301
-0.2885
-0.9079
-0.5045
0.1452
0.5807
0.3707
120.566667
1
464
58.98
MASTECTOMY
Breast Cancer
Breast Invasive Ductal Carcinoma
Low
1
Basal
1
Negative
Negative
3
LOSS
Negative
Ductal/NST
0
Post
9
Right
17
6.026
IDC
Negative
1
ER-/HER2-
13
3
Died of Disease
0.8182
-1.2381
-0.7994
0.6617
1.1711
0.6054
0.355
1.8552
-2.0116
-1.6262
-1.0288
1.0495
-0.8408
1.1958
2.221
0.3731
0.7456
-2.0207
-0.3922
-0.047
0.5896
0.3302
-0.4028
1.1457
-0.3552
1.3077
1.1656
0.4161
0.7127
-1.798
1.5192
1.6564
0.065
0.6456
-0.1706
0.6732
0.9084
-0.9685
0.707
1.2554
1.339
0.2832
1.3979
-1.1668
1.9908
0.3128
-0.4989
1.0089
-0.3875
0.0367
-0.6753
-0.5642
-0.8849
-1.3238
-0.4975
-0.5659
0.065
2.8114
-0.4738
-1.1411
0.6605
-0.3122
-0.8263
1.445
1.8341
-0.9739
-0.2169
-0.3203
-0.2368
0.9652
-1.3961
-0.5045
-0.8645
-0.3709
0.024
0.8839
1.5439
-0.6111
0.3985
-0.4875
-1.0328
-0.6271
-0.7547
-0.4481
-1.1458
-0.6856
0.1977
-2.5697
-0.5725
0.2315
0.5322
0.5232
-0.5428
-1.7001
-0.2726
2.1622
-1.1251
-0.6917
-0.7897
-0.8488
1.611
-0.6018
-0.1202
-0.8159
0.1466
-0.3033
1.8886
-0.6212
-0.1406
0.2412
-0.7076
-0.3931
0.1
-0.455
0.2208
-0.1002
0.3647
1.0953
-0.4987
1.37
-0.105
1.663
-1.3196
-0.4242
-0.0587
1.4747
-0.2815
0.8456
-0.9632
-0.2911
0.2184
0.7945
2.1846
-0.9249
-0.987
1.3146
1.1102
2.1806
1.7867
0.9821
2.2144
-0.5996
1.1494
-0.7676
-0.0137
0.9323
0.1956
0.1938
-1.0279
-0.0331
0.0808
1.3821
-0.6158
1.2279
1.6977
-1.3885
-0.395
-0.4283
-0.1514
-0.8565
-0.9642
0.6401
0.6425
0.6208
-0.7335
-0.4525
0.2166
-0.1018
-0.6072
0.0371
0.841
-0.3891
-1.1536
0.0023
-1.8756
3.2226
1.4132
-1.3866
-0.4485
-0.3535
-0.4997
0.0171
1.8143
0.612
1.3402
-1.3688
0.4908
-0.4881
0.2097
-1.0798
-1.1255
-0.6271
-0.5927
0.1802
-0.3743
1.7241
-1.1859
-0.3776
2.6377
-0.4529
1.4908
-0.918
-1.0708
-0.3686
-0.5554
-0.5008
-1.4348
-0.513
-0.4527
0.2949
0.2238
0.0428
0.7445
1.1838
-0.8182
-1.3859
0.0501
-0.2729
-0.4223
-0.4077
0.0008
-0.2949
-0.312
-0.8264
-0.1132
0.5281
-0.991
-0.2636
-1.4091
0.9511
-1.2311
-0.6298
-0.8879
0.6741
-0.9816
-0.9467
1.8713
0.8759
-0.1535
1.9357
0.1598
0.9352
0.304
-1.1359
1.8114
-0.8611
-0.3245
-0.015
0.1387
-0.5977
1.044
0.8929
2.4067
0.7164
0.6317
0.162
1.2935
0.0366
0.066
-1.3136
-0.4719
0.3028
1.7099
0.2326
0.0205
-0.2054
-0.7423
-0.4288
0.1888
-0.5539
-0.7449
-0.469
2.3702
2.089
1.2259
-0.3438
-0.0427
2.1446
-0.0213
-0.0767
-0.2474
-0.6774
-0.3019
-1.7874
0.4254
-0.2948
2.1748
-0.7167
-1.2086
-1.2619
0.6003
-1.6769
-0.1206
1.2925
0.6625
1.1188
-0.6239
-0.7301
-0.4604
0.7552
1.1346
-1.1583
-1.0793
0.9038
0.2664
-0.0225
0.571
0.9352
0.0231
-0.4098
-1.2746
1.5796
0.3932
0.0986
-1.1501
-1.1836
0.3382
-0.1825
1.3468
-0.7961
1.0376
-0.09
0.7178
-0.8933
0.8367
0.4683
-0.165
1.0916
-1.4519
1.9585
-0.6021
-0.9938
-0.4836
-0.5846
-0.1244
-0.1375
-0.0653
-0.1323
-0.7578
-0.7209
6.3772
-0.819
-0.2018
0.8279
-0.2553
-1.3218
-0.4848
0.2545
0.2195
0.3645
-0.5053
1.6859
1.6394
-0.3882
-0.2035
-0.7509
0.5686
-0.073
-0.2558
-0.6979
0.7295
0.8398
-0.3324
-0.3932
-0.0916
-0.4654
-0.8488
0.7376
-0.5428
2.5188
-1.2846
-0.9934
0.1071
-0.9609
1.7356
0.9177
-0.4043
-0.2592
-1.1498
3.9178
-0.8045
0.3646
-0.3664
-1.8615
-0.6869
-1.1114
-1.1365
-0.2311
-2.6662
1.2355
-1.1226
-1.7305
-0.1847
0.4269
-1.1249
0.2133
-1.0727
-0.1219
1.2661
-1.4178
-0.9172
-0.6166
1.2236
-0.4413
-0.5167
-0.4046
-0.9686
-0.3402
-0.0743
1.3112
-0.9043
1.459
-0.6447
0.2672
-0.2072
-0.1243
-0.1667
-1.0626
-0.758
0.0047
0.4151
0.1199
-0.3626
-0.4458
-0.0534
1.5355
0.2851
-0.4
0.8422
-0.6553
0.1475
-0.0648
0.1862
1.185
-0.2253
-0.2807
1.2637
-0.3166
0.4971
-0.912
0.8579
-0.5111
0.2743
-1.0893
-0.445
-0.3963
-1.0562
-0.3763
1.1731
-0.621
2.4788
0.2444
1.2887
0.7563
-1.0842
1.5528
-0.9394
-0.5334
-0.6789
-1.4766
-2.1131
0.1019
0.5157
-1.1603
0.654
0.8949
1.4902
-1.6475
1.1806
-0.8919
0.3573
0.6047
-0.3325
-0.3211
3.9024
0.0783
0.2444
0.7273
0.0441
0.1064
-0.2895
0.2669
-0.0023
-1.0564
-1.2581
-0.1521
1.3422
-0.7097
1.3355
39.3
1
465
87.18
MASTECTOMY
Breast Cancer
Breast Invasive Ductal Carcinoma
Moderate
0
LumB
1
Positve
Positive
3
GAIN
Positive
Ductal/NST
1
Post
5
Left
2
5.052
IDC
Negative
0
HER2+
26
2
Died of Disease
-0.027
2.7885
1.5398
-0.4376
-0.9116
-0.3164
1.0932
0.0978
0.3733
-0.2063
-0.9889
0.3709
0.1389
-1.3935
-0.3839
-1.5708
-0.7886
-1.0016
1.2844
-0.3327
-0.0158
0.4832
-0.1703
-0.1192
0.1135
0.225
-0.0246
0.6745
-0.3718
0.6802
-0.0601
0.2479
-0.5071
-0.113
-0.2758
0.89
0.8185
-0.3733
0.9618
0.0813
-0.1323
0.295
-0.8417
-0.3424
-0.4776
0.1254
0.7653
0.3315
-1.7773
0.385
-0.793
0.9855
-0.2867
-1.1369
-0.2578
-0.3649
0.7624
1.6479
-1.4253
-0.9936
-0.0413
-1.2678
-0.0251
1.4141
-1.6933
-0.0138
-0.4564
-0.4843
0.6974
0.6888
-1.8408
0.1646
0.3882
0.3889
-0.8886
-0.3705
0.0584
-0.8101
-0.2534
-0.9142
0.4104
-0.2129
1.3205
1.6968
-1.0879
-0.1969
-0.0149
-1.0424
-0.1555
0.429
-1.8115
0.4784
0.7503
-0.863
-0.354
2.7565
0.4299
-0.5072
0.1979
1.0315
-0.9453
-1.6092
0.3437
0.3673
-0.231
-0.9239
-0.191
-0.0697
0.2394
0.6011
-0.9456
0.0096
0.0218
-0.6921
-1.7429
0.0532
0.8915
-1.0631
-1.7316
0.3778
0.3656
0.2816
-1.3444
-0.5351
-0.3003
0.4266
-0.2094
1.0951
-1.0574
-0.6794
0.0383
2.6197
0.2374
-0.318
-1.363
-1.3102
0.4465
-0.3701
-1.0312
1.6301
1.3661
-0.6678
0.3533
-1.2992
0.1235
0.5444
-0.0336
0.1509
-0.7483
-0.6803
0.3932
-0.5346
-0.5897
-0.476
-0.3415
-0.7914
2.7209
0.6448
1.9463
-0.189
0.985
0.9614
-0.2257
0.8234
0.2096
0.831
-0.1905
-0.1505
-0.5145
1.0348
1.2926
0.0119
-0.2751
-0.9148
-0.5486
-0.5869
1.5437
-0.354
-0.3201
-0.2301
2.0655
-1.6223
-0.4641
0.6825
0.8857
-0.4876
-0.4181
-1.3419
-0.4101
-0.1456
0.3259
0.7245
0.9363
-0.7056
0.4411
1.8701
0.1392
-0.077
0.568
-0.7596
0.8268
0.8013
-0.4722
0.1727
-0.625
0.6768
0.7779
0.2466
1.5471
1.0655
1.5871
-0.0014
-0.3355
1.1488
0.4252
-0.1536
2.6097
-0.3999
-0.6284
1.1083
1.2259
0.1703
0.2394
0.3317
-0.4053
-0.2853
-0.5713
-0.6776
-0.8501
0.5538
-0.204
-0.2635
0.2453
0.8118
1.6322
-1.2179
-0.4126
0.1381
-0.2446
0.1549
0.528
0.1738
-0.4709
0.808
-0.6987
-0.9628
-0.9983
-0.7694
-1.1078
-0.9015
1.1256
-0.1003
-0.1457
1.5461
0.816
-0.2136
0.1941
-0.6369
2.6012
1.205
-0.9505
-0.3088
-0.3337
-0.8156
0.7508
1.328
-0.4073
0.6797
0.0155
-0.3707
-0.7516
0.0386
1.0075
1.0011
-0.805
4.0572
-0.7505
-0.1687
-1.2002
0.5642
0.2722
-1.0332
-1.3808
0.3513
-1.0147
0.0254
1.3015
-1.3304
-0.6001
0.0834
-0.4823
1.2544
1.0906
-0.3692
-0.0787
-0.9659
-0.7773
2.7195
-1.1179
2.8671
-0.4216
0.7608
-1.2832
-1.1
0.189
-0.1473
-0.3332
0.5902
0.7667
-0.2791
0.1515
0.2247
-0.0061
1.0534
0.2143
0.6268
0.5986
-0.9245
-0.411
0.8608
-0.0746
0.9514
-0.4797
0.4754
-0.4539
-1.1547
-0.4731
0.5146
-0.5155
1.0792
1.9983
0.852
0.138
-0.0277
0.9084
1.57
-1.2131
1.1613
-0.2397
1.0466
2.8498
0.1084
-0.533
0.4814
-0.7243
0.8152
-0.9883
-0.7654
0.1444
-0.7667
-0.9553
0.1398
-1.0661
-0.472
-0.7258
-0.8502
-0.4135
0.2936
0.2441
0.1703
0.5113
-1.6214
-0.9346
-0.6581
-0.2526
-1.7711
0.6712
0.4774
-1.248
1.5683
-0.046
0.7402
0.7898
-0.8729
-0.2406
0.4176
-0.3809
-0.2539
0.6592
-0.7959
1.0343
0.0312
0.9914
1.0382
-0.8115
-0.7843
0.0577
-0.0059
0.9318
-1.3403
-0.3619
0.5857
-0.6769
-0.8348
-0.6817
1.5584
-2.5822
-0.1857
0.526
0.1366
0.0548
0.1957
1.3895
0.5149
-0.6689
0.3923
-0.4833
0.3775
0.0857
-0.2834
-0.7564
-0.1879
0.2751
0.2115
0.3707
1.3705
0.408
-0.8354
-0.619
0.3918
-0.4373
0.4432
-0.325
-0.0592
1.2655
0.7206
1.6473
-0.166
0.1653
0.2589
-0.9095
-0.8623
-0.6679
0.9374
-0.6313
-0.0048
0.4084
0.3142
0.5394
-0.1946
1.077
-0.4017
0.1356
-0.434
0.3324
-1.1226
-1.0233
0.2521
1.6461
0.7342
-0.479
-0.2596
0.207
1.6859
-0.162
-0.0075
-0.4312
-0.708
1.8305
-0.7762
-0.2678
0.1272
0.1167
-0.6786
0.1661
0.8073
1.4269
-1.6987
0.1587
-0.505
0.8636
0.9536
-0.4173
0.0887
-0.0006
-2.3117
-1.0409
0.7481
-0.654
0.8418
-0.764
-0.5041
-1.2581
0.9528
-1.0058
0.0941
-0.2464
-0.0139
-0.8095
28.6
1
466
33.97
MASTECTOMY
Breast Cancer
Breast Invasive Ductal Carcinoma
High
1
LumA
1
Positve
Positive
2
NEUTRAL
Negative
Ductal/NST
1
Pre
1
Left
4
5.14
IDC
Negative
1
ER+/HER2- High Prolif
70
2
Living
-0.8427
0.3959
-0.3813
-0.723
-0.1198
0.2584
0.9356
-0.975
-0.5719
-0.0709
-1.4808
-1.405
-0.6624
0.8395
-0.7527
2.9936
0.0646
0.1305
1.1139
0.6012
0.3185
0.631
0.5212
-0.1178
0.4961
0.9935
-0.3549
0.1362
0.0698
0.7821
0.3509
-0.546
-0.2745
0.2845
0.3806
0.7999
1.0781
1.6356
-1.3732
0.2009
-1.4952
0.194
0.9784
-2.5391
-0.2284
-0.2088
0.9417
0.783
0.6973
-0.3808
-0.745
-0.3897
-1.6247
-0.279
0.6211
-0.9029
0.3946
0.489
2.1624
0.26
-0.1811
0.8649
0.674
0.8045
0.2513
0.0877
-0.9935
2.1584
-0.4983
-0.1332
-0.9214
-0.6098
-0.577
0.4205
0.737
-0.1191
1.0241
1.1099
-0.5448
-0.4919
-0.1392
1.4479
-0.0723
0.3632
1.1006
0.2218
0.0109
1.3962
0.685
0.7043
-0.2642
-0.9396
0.4521
-0.6102
-1.5726
2.2938
-0.765
0.2345
1.2129
-0.8048
0.147
0.0769
1.3457
-1.2242
1.812
0.3761
0.7004
-0.2105
0.1272
1.1974
-1.0944
2.1445
0.0115
-0.1658
0.0046
-0.1994
-0.4624
0.8263
-0.2191
0.2515
0.4249
1.2941
0.5773
-0.1067
0.2757
-0.8397
-1.0307
0.6747
0.7664
-0.2451
-0.6882
-0.6626
-0.3816
-0.8906
-0.7711
1.6834
1.1219
0.9479
1.1841
1.9669
0.1953
0.2183
-0.5017
1.3216
-0.1738
-0.316
-1.1918
-0.0759
-0.3177
-0.3193
-0.7724
-0.1326
-0.1692
0.9485
0.0436
-0.7531
-0.7884
0.9041
-0.3884
-0.0654
0.7392
1.203
-0.5707
0.4844
1.8866
0.1863
0.4724
-1.0804
1.3292
0.4747
0.3521
-0.1578
1.9654
2.6406
0.6114
-0.2101
0.334
0.4708
-1.5354
0.662
-2.0033
-1.1403
1.2578
-0.686
-0.5381
-0.8149
-1.0157
-0.6262
0.1463
-0.7403
1.1234
-0.6725
-0.5274
-1.2777
-1.1456
3.0737
0.1126
-0.0862
-1.1294
-0.0616
1.0437
0.9994
0.4345
-0.0731
-0.4923
0.5315
-0.6499
0.3747
-0.7741
0.5424
-0.2285
-0.1297
1.2349
0.1791
-1.211
1.4741
-0.4073
-0.5038
3.3795
0.4993
1.7549
-1.1003
0.1014
-0.5078
-0.7765
0.5193
-0.9358
-1.1468
-2.0174
3.3089
-0.6758
1.6058
-0.4463
1.1599
2.1861
0.4302
0.3149
0.6232
-0.8741
1.9837
0.741
0.293
-0.3999
-0.8043
0.6686
0.4084
0.5186
-0.3332
-0.1391
1.2991
0.6806
1.4775
-0.6294
2.2674
-1.9474
0.3025
0.768
0.4189
0.5242
1.4952
1.0228
-0.4207
7.7242
0.7583
-0.7825
-0.602
-0.2692
-1.6272
0.6497
0.1444
0.3239
-0.8125
-0.4761
0.8494
-1.2274
-0.3692
-0.6906
2.3008
-0.1152
0.2787
1.3696
-0.5332
-0.3474
-1.4203
0.1887
-0.4797
-1.0148
0.8208
-0.0134
-0.2852
0.3161
-0.4996
0.1765
-0.6218
-0.5973
-1.5781
-0.6728
-0.4012
-0.469
-0.3023
-0.3477
-0.547
0.9186
-1.3345
-0.5573
0.2264
-0.3754
0.7429
0.0023
-0.4253
1.0281
1.3974
1.2279
-1.899
1.117
0.1068
-0.599
-0.7958
-1.2942
0.1704
-0.6648
-0.8285
0.0953
0.5628
0.2801
-0.8243
-0.4094
0.4218
0.9168
1.9286
-0.5366
-1.0464
-0.92
-0.0306
0.2856
-1.2594
-0.2303
-0.5225
-0.724
0.948
-1.1293
-0.6914
0.2464
-0.3588
0.5803
-0.1535
-1.2441
1.8853
-0.4305
0.3798
-1.4355
-1.1528
-0.485
1.5647
0.8631
-0.1662
-0.3764
-0.4096
0.9324
0.6634
1.3376
0.1518
0.7548
0.6484
0.2078
-0.4042
0.0671
-2.7977
0.736
-0.4092
-0.4252
-0.1085
-0.371
-0.3401
-0.8936
-0.2274
0.8914
-0.0671
-1.2624
0.7753
-0.1972
-0.3507
0.0969
-0.6169
-0.0548
-2.0856
-0.3514
-0.2354
-1.5137
1.454
1.1598
0.8773
-0.5528
0.1912
-0.9552
0.9983
0.2148
-1.3326
1.6607
-0.6851
0.9494
0.06
2.1808
-0.1164
0.4421
-0.0122
0.0588
-0.7568
-0.7869
-0.3461
0.5238
0.3365
-0.6368
-0.7918
0.1254
1.2883
0.9747
0.6763
0.2654
0.441
-2.0495
0.3286
-0.4874
0.8683
-0.0744
-0.0236
0.0333
1.1071
2.9811
0.1668
-0.5521
0.9854
0.7204
-0.8329
0.5631
-0.2643
-0.7413
0.2029
0.1502
0.1767
0.1098
0.7973
-1.278
-1.2995
0.77
0.4503
-1.2272
-0.4527
2.0669
-0.1183
1.1162
-0.2608
-1.8367
-0.5815
-0.3039
-0.5493
-0.5822
-1.8003
-1.0288
0.2104
-0.1677
0.7039
0.7158
-0.2923
-0.152
2.6953
1.0855
1.5071
-0.123
0.2586
0.4618
1.4884
-0.162
1.2673
-0.0742
-0.6199
-0.1298
-0.6342
2.1365
-0.196
0.293
0.3624
-1.0526
-0.1132
-0.2016
-0.4377
0.1155
0.2575
-0.7342
43.866667
0
467
58.35
BREAST CONSERVING
Breast Cancer
Breast Invasive Ductal Carcinoma
High
1
Her2
1
Negative
Negative
3
GAIN
Positive
Ductal/NST
0
Post
5
Left
0
4.026
IDC
Negative
0
HER2+
13
1
Died of Disease
-0.9278
2.3939
0.0871
0.7502
-1.881
2.2671
0.3669
1.1457
-0.3264
-1.2127
0.5465
-0.2622
0.1835
0.3295
-0.5198
-0.5771
0.5146
0.2156
3.5732
-1.7349
0.7217
1.3408
-1.1321
-0.8071
0.0438
0.9756
-0.0077
-0.1842
-1.118
-0.3298
-0.7153
-0.4556
0.351
-0.6056
0.5458
-0.2734
1.0989
-0.0985
-0.6787
0.0906
0.1992
-0.7191
1.383
-0.6165
-0.6646
-0.6141
-0.3435
0.7704
0.7259
-0.562
0.5542
0.1555
-1.2336
-0.9752
-1.243
0.0288
0.858
1.8762
0.2831
-1.2207
-0.5937
-0.5886
-0.8299
1.5527
-0.7797
0.2667
0.5509
-1.4117
-0.2638
-0.8721
-0.8414
-0.6238
0.6394
-0.237
-0.9656
2.0559
2.4768
-0.7478
-0.7637
-1.7409
-1.6084
-1.7053
2.3954
-0.613
2.5462
-0.4442
-0.4538
-0.1347
-0.1504
-0.0323
-0.2632
0.0525
-0.7928
-1.5934
-0.5335
1.4125
1.3105
1.1711
0.1843
0.8321
-0.9441
-0.5017
-0.6394
0.0154
0.3622
-0.1546
-0.439
-1.0626
1.245
-0.6957
0.3966
-0.6543
-0.0218
-1.0898
-0.6713
-0.6501
0.5282
0.5598
-0.6014
0.4126
0.1297
0.8715
-1.7863
-0.2286
0.6773
-0.1332
-0.0611
3.7167
0.3238
-0.247
-0.7803
0.085
2.2929
-0.8449
2.0574
-0.9225
-0.4787
-0.8827
0.1706
-1.6918
-1.3702
-0.4818
0.2371
-0.3903
-0.9559
2.9282
1.2299
-0.0697
-1.0373
-0.7989
-0.3997
-0.209
1.148
-0.5042
-0.0148
-0.15
2.5102
-0.8181
-0.3357
0.3746
1.2899
-0.1417
-0.6043
-0.9706
0.9039
-0.1571
-0.1898
-1.3581
1.5043
0.0669
2.8051
-0.4397
-1.4148
-1.1039
-1.5138
-0.2348
-0.7672
-2.339
0.8063
-0.8466
-1.6323
1.3729
-0.7951
1.3859
0.823
-0.3832
2.2229
-0.2581
-0.7927
-0.535
-1.4838
-0.0663
0.1729
-0.6042
0.223
0.3405
-0.0565
0.1644
0.7132
2.9776
-1.1747
3.5551
0.7249
0.6419
0.4088
1.0017
1.3214
-0.3872
1.1295
-1.1844
2.37
1.7819
-0.9627
-0.1701
0.9028
0.0158
2.5424
0.7298
-0.7942
-0.6415
-0.5207
0.2228
0.3029
-0.3863
0.4285
0.0863
-1.8982
0.2549
-0.436
0.2179
-0.1362
0.1282
0.204
1.0062
-0.8741
-0.0336
-0.1257
-0.4659
1.0589
0.4336
0.5216
-0.3908
0.7815
-1.5569
0.5376
-1.5897
0.7051
0.2323
2.138
0.0616
0.2
-1.0984
0.7529
-0.4279
1.1359
-0.7337
0.4338
-0.7641
-0.2441
1.4672
0.3865
-0.9731
-0.2265
-1.2121
-0.0561
3.4152
-0.5179
-0.629
-0.4718
-0.9082
-1.6568
0.271
1.0743
1.1424
0.3326
-0.4835
-1.093
0.2679
0.5184
0.6982
-0.5056
-0.9513
-0.0412
1.1407
-0.1358
0.2571
1.8953
-1.4521
-1.5246
0.3733
-0.764
-0.5645
0.9746
0.8299
-0.0596
-0.0078
-0.0295
0.6457
-1.1527
4.4525
0.8682
-0.6982
-0.9637
-0.2828
-0.5754
-0.3197
-0.1882
-0.5961
0.8596
-0.9761
0.3312
0.1439
-1.1458
-0.3587
1.0927
-0.5049
-0.7497
-0.3878
0.9514
-0.5113
1.0404
-0.8423
-1.9609
-0.2267
-0.8397
-1.4085
-0.2136
-2.3966
-1.3537
-0.6577
-0.0118
1.8541
-0.985
0.642
-0.5255
0.5762
1.9386
3.3012
-1.0749
-0.9713
0.9672
0.6828
0.5819
0.1206
-0.236
-0.6029
-0.5159
0.8262
-0.5141
0.1263
-0.4716
1.0451
-0.6464
-0.5501
0.5745
0.3714
-0.1463
5.0392
-0.0499
-0.1435
-0.2917
-0.2822
-0.2384
0.277
0.0672
-0.5623
0.3842
1.7463
1.6479
2.374
-1.422
0.4433
0.1185
-0.7402
1.1543
0.648
0.4499
0.409
0.7649
1.5646
-0.0758
-2.1359
0.5034
1.086
-0.9521
-0.7735
1.2587
-0.5433
1.0671
-0.4104
0.8986
-0.6423
0.8173
-0.4271
-0.9052
1.327
-1.0369
-0.5554
-1.7389
0.249
-0.9346
-0.3602
-0.0566
0.9051
0.5982
0.6598
-0.156
-1.2179
0.9692
2.3335
-0.9121
-0.9515
-0.5641
0.0694
2.5196
1.0509
0.1591
-0.5097
1.8687
1.117
0.1235
0.4675
-0.666
-0.0045
-0.3522
-0.409
-0.6858
0.686
0.5658
0.1461
-1.076
-1.3523
-0.9876
-0.3777
0.659
-0.3767
1.602
0.8549
0.1264
0.215
-1.2505
2.2385
-0.1592
-0.147
-0.216
-0.3077
-1.9008
-0.1885
0.1755
0.1486
0.7007
0.0927
0.3553
0.0865
-0.2728
0.861
-2.2462
-0.8393
1.3768
-1.0135
-0.5614
-0.8792
-0.5552
-0.6596
-0.6724
1.123
-1.1516
-0.1523
-0.6654
3.1082
0.0351
-1.1922
-1.6153
-0.8226
-0.0388
-0.1299
-0.1836
1.173
-0.5241
0.1934
1.0118
-1.0729
0.4919
-0.4579
-1.0051
0.48
-0.2784
0.1255
0.0471
105.6
1
468
60.95
MASTECTOMY
Breast Cancer
Breast Invasive Ductal Carcinoma
Moderate
1
LumA
1
Positve
Positive
3
NEUTRAL
Negative
Ductal/NST
1
Post
1
Left
4
6.052
IDC
Negative
1
null
26
2
Died of Other Causes
-0.6561
-0.5138
-0.7317
-0.3151
-0.6255
-0.7206
0.8623
-1.5171
0.438
0.6806
-1.2406
-0.1076
0.015
-0.2078
-0.2431
1.6918
-0.0888
-0.7255
0.6702
-0.4001
1.2231
0.5871
0.6599
-0.3155
-0.2716
-1.253
-0.5166
-0.5582
-0.2468
0.79
0.1786
-0.7234
0.0691
0.0014
-0.023
-0.8053
0.6195
0.0218
-0.2151
-0.9205
-1.0964
0.6593
-0.9557
1.8944
-1.2846
0.5703
1.4152
-0.7194
-1.1839
0.7537
0.631
-1.0206
-0.9415
-0.0601
0.2427
1.0019
-0.2104
0.0128
0.3798
1.3678
-1.0253
-0.1611
-1.246
-0.7149
0.0357
1.3851
1.7129
-0.659
0.0026
0.4417
1.2572
1.1364
0.6869
-0.3636
0.7043
0.4464
-0.0448
-1.2596
-1.3823
0.8544
0.2116
0.7374
0.4423
0.4199
0.1388
-0.5545
0.5354
1.782
-0.8702
-1.654
0.7676
0.7366
-1.502
-2.0944
-0.9118
-0.6494
1.6868
0.5006
-1.1382
-0.1406
2.057
-0.9142
1.0724
-0.2275
-0.5439
-1.1309
0.6389
-0.661
-0.1855
-0.0952
-1.2453
1.0874
-0.0144
-0.1781
-0.6432
0.0857
0.7641
1.6238
1.0953
0.2661
0.008
0.9907
0.2506
0.5241
-0.8239
-1.2558
-0.0106
-1.3048
0.3656
-0.1574
0.001
-0.9338
0.9396
-0.7653
0.6354
1.1314
-1.3229
0.1593
0.4869
-0.1441
0.2196
0.3046
-1.115
-0.3642
-0.0206
-1.0132
0.5346
-1.0758
0.1183
-0.9438
-0.7148
-1.6482
-0.371
0.5068
1.7876
0.0989
-0.4661
0.6242
0.3308
0.4051
0.16
1.6778
-0.619
0.4523
-0.7536
0.2178
-2.2015
0.7408
0.2171
0.7505
0.7208
0.7316
1.0118
0.0838
0.0546
-0.7366
-1.1028
-1.221
-0.5647
-0.0937
0.6709
-2.2344
-0.2913
-0.9805
0.155
0.4975
0.8452
-0.5233
-0.4918
-0.4076
1.5449
0.6712
-0.9546
-0.8096
-1.1846
0.3946
0.4749
-0.2647
-1.6006
2.183
-0.8343
0.144
0.1429
0.7791
-0.7757
2.035
0.3748
-0.8407
0.1
-1.0338
0.9453
-0.2815
-2.0045
-0.5032
0.1161
-0.1599
0.3395
-0.7833
1.6899
0.0867
-1.1515
-0.3455
0.2356
0.7156
-0.2071
-0.0297
-1.0432
-0.619
0.3364
-0.9687
-0.4822
0.1448
-0.1177
0.1132
0.0741
-0.5025
-1.1255
0.6624
-0.0952
-2.4017
0.9998
0.358
1.2543
-0.1596
-0.1828
-0.985
-1.175
0.3745
-0.8483
0.5218
0.8507
-0.1551
1.3056
0.42
-0.2696
1.7387
-0.3188
0.0851
-0.1556
0.8974
1.7434
-0.159
0.1863
-0.0512
-2.0708
-0.8254
0.4725
-0.9515
0.133
-0.5218
-1.5421
1.3455
-1.2423
1.1042
0.5913
0.0796
2.788
1.6902
0.7057
0.6576
0.5147
0.3135
-0.6729
-0.9251
0.793
-0.0155
-1.0988
-0.0785
-0.2694
-1.5895
-0.0067
-0.3887
0.0992
-0.4191
-0.2538
0.478
-0.1579
-0.7111
-1.0373
-0.7951
0.227
0.1071
0.5503
0.5259
1.435
-0.0151
-0.7056
-2.0285
-0.5247
-0.2275
0.7913
-0.7447
-0.9267
-0.567
-0.1632
-0.0262
-0.8015
-1.404
-2.156
0.3464
-1.293
-0.6523
0.3039
1.361
2.5955
0.6152
0.0734
-1.2232
0.2841
-0.2844
-0.0712
-0.3049
-0.5038
0.5848
1.3774
0.0408
-0.313
0.0561
0.4672
-0.663
0.0511
-0.7747
0.4875
-0.3667
-0.3781
-0.0317
-0.2075
0.4712
0.0973
0.0294
-0.5016
-0.3127
-0.0059
2.2818
0.0241
0.0475
-0.1882
-0.155
1.1396
-0.5039
0.7494
0.8651
-0.3657
0.2685
-0.2381
-1.2831
3.3107
-0.1417
-0.9893
-0.689
-1.2839
-0.2205
0.1512
-0.7537
1.4633
0.2486
0.6943
0.2685
0.2933
-1.0418
0.505
1.321
0.0017
1.5119
-0.0577
-0.1915
-0.3559
0.537
-1.0609
0.2902
-0.886
-1.6843
-0.3222
-0.4992
-1.0782
-0.9103
0.1808
-0.3934
0.0616
0.0835
1.7166
-0.1507
0.1139
0.4312
0.8641
0.0005
0.2127
-0.1747
-0.621
-0.4429
1.1117
0.6586
0.7263
-0.2608
1.131
0.3698
1.4968
-0.5871
0.3554
0.5719
-0.0807
-0.622
-0.6017
0.0316
-1.938
0.8588
0.0227
-0.1338
-0.0824
-0.6169
-0.7449
-0.3725
-0.5992
-0.9308
-0.3798
-0.2045
1.8642
-0.6501
0.0143
-0.337
0.7384
0.7673
-0.4427
-1.1525
-0.2313
-0.7292
0.3274
0.2294
1.798
-0.6772
0.8527
-0.438
0.3791
0.7954
1.8744
-0.6934
-1.4909
-0.1291
0.44
0.0461
-1.2166
0.0046
0.5598
0.9349
0.0127
1.8068
-0.5322
1.2044
-0.5341
0.2981
0.1765
-0.3862
-1.4369
2.0768
1.9872
-1.5448
0.2701
-2.195
-0.5311
-0.3499
0.1074
-0.4133
0.2229
-0.3246
1.531
0.4388
2.5237
1.272
-0.0003
129.6
1
469
67.94
MASTECTOMY
Breast Cancer
Breast Invasive Ductal Carcinoma
Moderate
1
LumB
1
Positve
Positive
3
GAIN
Negative
Ductal/NST
1
Post
6
Left
3
5.078
IDC
Positive
1
ER+/HER2- High Prolif
39
2
Living
0.5177
-0.3527
1.0369
-0.8199
-1.0557
1.4915
0.2291
0.7255
1.5244
-1.4489
0.7082
-1.3149
-0.9609
0.1511
-0.6162
4.2974
3.2432
1.0677
-1.7059
0.9339
2.0485
-0.6139
0.9963
-1.0411
-0.3376
1.0826
-0.6523
0.9525
-0.5282
0.8217
0.5184
-0.9018
-0.1119
-0.829
-1.307
0.5217
0.2921
0.4811
-0.3765
0.0762
1.0393
-0.7746
1.5089
-1.281
-0.4583
-1.2661
-0.34
0.4011
-0.4636
0.1117
-1.5461
-0.0451
1.6065
0.9718
-0.7012
2.4136
-0.396
-0.3831
-0.4072
-1.6852
0.6709
-0.9756
-1.1342
1.0623
1.3147
-1.8148
-0.4834
-0.3785
0.3654
-1.0787
0.3385
-0.4944
0.7781
0.4127
-0.0828
1.8379
-0.0332
0.4341
-1.8347
0.277
-2.4535
-2.1911
-0.3144
-0.3089
-1.3923
-0.3718
0.4932
-1.1229
-0.5874
-1.9733
-1.5378
-1.8704
0.7516
-1.9751
5.3352
0.9965
-0.2285
0.8796
0.6789
0.7097
2.0793
1.6941
-0.6457
0.2843
1.3716
-0.5618
-2.0737
3.3534
-1.4819
0.6933
-0.2337
-2.2672
-0.1802
-1.9268
-0.5304
-1.3702
0.1753
-0.7005
-0.4592
-0.0602
0.8292
-0.6155
0.3076
0.8423
0.1527
-0.6812
-0.3182
1.3298
-1.13
1.1709
2.215
-0.0631
-0.697
-0.8915
3.0542
1.1781
1.4918
0.3602
0.8865
-0.1605
1.8491
0.6146
2.7573
-0.1976
-0.3596
-0.1541
4.2349
0.4497
-1.1335
-0.671
-1.1252
1.972
-0.6234
1.2961
2.356
-1.5806
-0.5491
-0.9236
-0.8759
-0.3554
-1.2038
7.3707
-0.6009
0.6317
1.086
-1.2873
-2.511
1.5173
-1.4892
-0.2012
0.7356
1.2807
1.3336
0.0782
-1.7282
0.1674
-0.5534
0.1778
-0.0498
0.3937
1.1256
-1.6527
-0.4538
0.5031
-0.5569
-0.301
-0.8382
-0.287
-1.8735
-0.0333
-1.023
-1.3921
-0.8208
0.6266
2.029
1.4499
-0.3578
-1.2948
1.4296
0.1932
-0.9474
0.8512
0.6528
0.4404
-0.4183
-0.7589
-1.5388
-0.3695
-0.8247
-0.3487
-1.2139
2.1376
0.0293
0.0978
-1.6823
0.3369
0.8118
-0.3018
1.1087
-1.1545
-0.4832
-1.325
-0.5439
-0.1612
-0.2145
0.3773
-1.1071
-0.2016
-0.9792
-0.884
-0.8779
-0.6569
-1.7517
0.4336
-0.8945
0.1458
-1.6599
-2.2333
-1.1846
0.9447
0.7671
1.6501
-1.6353
-1.163
3.2108
0.5714
-0.2364
0.8576
-0.8395
-0.0376
0.8618
-0.9833
2.5056
-0.5822
1.9755
-1.8294
0.0938
-0.6548
-2.3496
0.861
-1.0706
-0.5863
0.2629
-0.9069
0.0635
-0.5099
-0.397
-1.3175
-0.3967
1.4823
-1.165
-0.9115
-1.867
-2.5383
-0.9847
-0.9809
-2.3563
0.7203
-0.9779
0.0851
0.193
-0.2489
2.2069
0.8294
-0.1949
-0.3101
-0.9312
0.4409
-2.0945
1.0951
-0.5021
-0.2027
-1.028
2.5164
1.2905
-0.4129
0.5429
-1.585
0.4047
-0.242
-0.2072
-0.4144
0.2339
1.8207
-0.6387
-1.3898
2.9424
2.1515
3.9675
-0.5519
0.7073
0.6066
1.0397
1.7157
-0.1818
-1.965
1.0598
-1.4637
3.2407
-1.6082
-0.5116
-1.107
-0.8393
-2.9788
0.3397
-0.7217
-0.2836
-1.4657
-1.325
0.1272
0.6516
-0.6085
-0.4618
-0.97
-1.2096
-1.0626
-0.3336
-1.2219
-0.862
-0.5388
-1.1149
-1.2907
0.9807
-0.5818
-0.1993
0.243
1.8481
0.7842
-0.6845
-1.2277
-0.726
3.4926
-0.5211
-0.6158
-0.004
-0.2781
1.3804
-0.586
-0.7232
-1.3322
-1.2101
-0.7622
-0.315
0.6325
0.1891
3.3391
-0.6409
-1.7587
-1.0666
-0.4505
-1.4313
-0.3172
0.9636
0.7791
-0.8838
-1.2204
-0.5581
-0.946
1.0673
1.219
-0.9393
1.1674
-1.3424
-1.9212
-0.2703
-0.0279
-0.7268
-1.0249
0.2474
0.1846
3.3532
-0.6023
-0.9747
-0.613
-1.6701
3.4506
-0.1965
0.0007
-0.3299
0.0714
-1.5024
-1.301
2.0648
0.0851
1.1822
1.6403
-0.8071
-1.2054
0.0471
0.7205
0.8155
0.0184
-0.2972
-0.2878
-0.7911
-0.6664
0.1228
-0.0847
1.1782
-0.7172
-0.7314
4.9106
-0.6157
-0.366
-0.9204
-0.8452
0.3276
-0.0298
-0.8822
2.1599
0.7351
-0.615
0.6453
1.5117
0.3309
-0.2216
-0.7434
0.4954
-0.5467
0.6801
1.7089
2.1232
3.883
-0.748
0.8277
0.1043
1.5223
-0.6079
-0.0297
-0.717
-0.0898
0.3574
-0.0306
0.2924
-1.6112
-0.7089
0.7454
-0.8659
-0.7982
-1.22
-0.2518
0.3938
1.561
-0.6963
-0.5369
0.0646
-0.6723
1.2124
1.2876
0.6074
-1.9057
0.7438
0.1934
0.438
0.2528
-1.7261
-0.0784
1.5011
-0.7479
0.0769
0.5674
-1.1769
0.9538
-0.5813
-1.0963
0.1724
-0.3514
-0.0712
-0.7767
131.266667
0
470
61.78
BREAST CONSERVING
Breast Cancer
Breast Invasive Lobular Carcinoma
null
0
claudin-low
1
Positve
Negative
1
LOSS
Negative
Lobular
1
Post
4ER+
Left
0
2.03
ILC
Negative
1
null
15
1
Living
-1.5616
-1.2376
-2.5704
0.8762
-1.9064
1.2951
-3.1966
-2.3637
0.7561
-0.432
2.9667
-2.461
-1.672
-0.368
-2.196
-1.8159
-0.6792
-0.7976
0.5822
1.7459
-1.163
-1.1537
-1.1513
2.3263
-1.2234
-2.1477
0.2425
-4.217
-0.9113
-2.8297
-4.5247
-0.4985
1.1717
-0.8601
-2.0547
-2.5477
0.3786
1.0699
-2.2607
-2.239
-1.933
-0.9697
-1.836
-1.0234
-1.3313
-1.317
-0.4214
-0.8449
-0.474
-2.6254
-1.8609
-1.9434
-0.9259
1.6736
-0.4391
-0.8875
-0.8081
-2.1648
-1.019
0.3655
-1.9624
-0.9655
1.3288
0.4062
0.0593
-0.0025
3.4648
-1.1929
4.6898
-3.673
3.5791
-0.8294
1.1786
-1.6176
-5.9821
-0.6172
-2.4451
3.6081
-1.8779
-0.4366
-1.7554
-0.2081
-2.9234
-1.8987
-0.9762
-0.3639
-0.3225
0.8055
-2.5023
-1.3092
-2.8792
-2.8785
-1.6294
-1.9951
3.1833
-0.7111
-1.0944
-3.0445
-1.2909
-0.4167
-0.2333
0.1926
0.7446
-0.5514
-1.1563
0.5634
2.354
0.1792
-2.3715
1.0662
0.9264
0.5876
0.3087
-1.5959
-1.4004
-0.6936
-1.1874
-2.9453
-0.6219
9.2389
-2.0814
0.6914
-1.4367
0.7295
-0.6243
-0.9842
1.1439
1.2972
-0.4835
0.0127
0.6344
0.6187
-1.2879
-0.4926
1.7988
-1.4878
1.0326
-1.5873
-2.724
-1.0004
-1.9977
-0.2789
-1.7111
-0.9972
-1.4119
-0.8923
0.5083
-0.9849
-2.7738
-0.0625
0.2123
0.1192
-0.0316
-0.1932
-1.4431
2.8318
-2.8574
-2.6645
-0.851
-0.9346
4.3593
0.5881
-0.3787
-1.0663
0.2755
-0.7576
0.7949
2.8409
-0.0344
-1.4834
0.2364
-1.5853
1.4388
-0.9281
-0.5504
0.6778
-1.4915
-0.5089
-0.1378
-0.8958
0.5851
-2.3631
1.1858
0.2799
3.5921
0.8895
-2.1779
2.7712
2.4439
-2.7804
-1.0467
-0.4334
2.9142
-2.9497
2.4627
-0.2525
2.2732
5.4462
1.9091
-0.3387
-0.2136
1.2375
-0.2898
1.1764
-0.9721
-0.7301
-3.2487
-0.8162
-1.0459
-0.635
-0.8905
0.6316
0.1437
-1.3434
-2.0119
0.5917
-0.4223
5.6308
-1.0001
-0.4437
-0.712
1.0604
-1.552
-1.8574
-2.4299
1.3149
-4.2215
-2.4935
1.8837
0.2631
-1.1388
-0.697
-2.3971
2.534
2.8551
-0.0716
1.3341
-0.6211
-0.7942
0.1214
-6.3503
-2.1303
0.0769
0.737
0.7557
1.6814
-2.0751
-1.6329
3.0797
-0.4056
-2.0861
1.2384
-1.1021
-0.2235
1.3797
-0.0845
-1.0028
0.0715
-1.6358
-0.5482
2.6905
2.1328
-1.1047
-1.5774
0.1907
-0.679
-1.3332
-1.1452
-1.9766
-0.5892
2.649
1.5596
-1.7772
-1.0909
0.1723
-0.0371
1.0302
-1.0326
-0.1017
-1.3339
-2.8126
-1.2661
0.6245
-4.1398
-0.159
5.5738
5.8079
0.7821
-4.977
-1.5863
3.0537
-0.0837
-2.3966
-0.6574
1.3551
-2.377
0.4661
-0.5379
1.9258
-0.6788
2.43
-0.8501
1.9849
0.4215
-0.493
0.0027
18.6351
0.2673
-1.3518
-2.1375
0.2453
11.3338
0.0561
0.9982
-4.5512
-0.0913
-0.7738
2.0382
1.4929
-1.0301
-0.5372
-0.9116
-0.8972
1.8968
0.6056
-0.4698
4.2891
0.0377
-1.1795
-0.3958
-0.4873
-2.7246
0.0584
-5.148
-0.3818
-1.5555
0.0582
0.0723
-0.5509
-0.3631
-0.8611
0.0272
-1.0357
-2.8254
0.6974
-0.9763
0.309
-0.2077
1.4085
-1.4263
0.422
0.734
0.8061
-0.8237
-0.49
-1.4928
0.0778
5.428
-0.8468
-1.0864
1.5702
0.6137
2.8699
1.0446
-0.1922
3.911
0.9601
-0.9211
-1.5751
-0.8112
-0.4833
-1.8661
-1.951
0.3903
-0.4132
-1.3319
1.9503
0.9559
-1.4499
3.523
-0.1172
-0.3173
-2.9741
-1.213
1.7471
-0.3301
0.0465
7.0458
-0.8142
5.307
-0.843
-1.2523
-0.7602
-0.6591
1.0549
1.5019
0.1042
8.6537
-0.6053
0.2678
-0.3374
-2.2332
-1.3833
-0.9089
1.7438
-0.108
-0.9082
1.0686
1.1188
-3.5684
2.879
-0.2325
0.5482
-0.7103
9.4395
-0.3349
-2.2753
0.7529
-0.6526
-0.1894
-1.928
0.6348
4.6738
-1.2322
-0.5686
-0.3666
-2.0308
-1.3897
-1.6508
0.0937
0.2586
-0.6693
-0.0139
1.1181
-1.651
1.0898
0.0692
0.3888
-1.6874
0.3158
0.4837
-0.9118
0.762
-0.8447
-0.0079
-0.7162
0.2845
-0.262
1.2935
-0.8013
-3.7902
0.4461
-0.0342
-0.7126
2.0754
-0.4392
1.4653
-0.4767
0.8921
-1.1052
-1.8754
0.0435
0.2441
-2.6165
-1.1191
0.955
-0.0703
-0.6951
-0.1904
0.1925
0.3079
1.6572
-0.6347
-1.6817
2.8567
0.3013
-2.9816
-0.4183
3.1018
0.1015
0.7349
-1.22
0.8009
0.271
1.52
1.1765
-0.4664
-1.2522
-0.8973
88.233333
0
471
76.49
BREAST CONSERVING
Breast Cancer
Breast Invasive Mixed Mucinous Carcinoma
Moderate
0
LumA
1
Positve
Positive
2
NEUTRAL
Negative
Mucinous
1
Post
1
Left
0
3.034
IMMC
Positive
1
ER+/HER2- High Prolif
17
1
Living
1.9223
-1.888
0.0253
-1.3072
0.167
-0.7008
1.1218
0.5607
-0.5006
0.8535
1.66
-1.0071
0.9594
0.1473
-0.9685
-0.3871
0.893
1.007
1.4096
0.0538
0.2942
0.6921
1.9759
-0.5319
-0.3805
-0.1536
0.4823
-0.4309
-0.4406
1.6872
-0.0273
-1.0751
-2.1647
-0.4238
-1.1211
0.2614
1.6347
0.4327
0.6204
0.4871
-1.158
1.178
0.3328
-0.9797
0.9183
0.4821
-0.0527
-0.5414
-0.4224
-0.6652
-1.0888
0.765
-0.925
0.7441
3.4398
2.2019
1.0736
-1.1206
-0.8411
2.4106
1.0071
-0.0269
0.0147
0.5406
-0.4023
-2.1029
-0.5897
0.2129
-0.6014
-0.4413
-1.5996
-1.3597
0.7257
-0.1715
-0.3294
-1.0591
-0.155
-0.6345
-2.0242
0.0922
-2.0394
-1.043
-1.5367
1.4612
0.9764
-0.6764
0.2111
1.9304
-0.1953
-1.7052
-0.4211
-3.0044
0.3121
-1.0823
0.4534
0.2619
0.0927
-0.6637
0.8602
-0.7473
2.3451
-0.2781
1.0551
-1.4297
0.8022
1.0071
-0.4585
-1.185
-1.6089
1.713
0.2044
-0.5427
-0.397
-1.4226
-0.1452
-0.2046
1.5925
0.1518
1.1865
-0.044
0.6304
0.6296
1.9346
2.6055
-0.4404
-1.0996
-0.4301
0.4105
-1.1786
0.0916
0.6482
-1.1456
-0.3509
1.6761
-0.2099
0.5799
-0.2966
-1.086
0.2034
0.999
0.1184
2.6451
-0.5569
0.8241
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0.1727
0.7725
0.0449
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0.4947
0.7657
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0.1415
1.108
0.8788
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-1.2617
-1.1046
0.5589
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0.7953
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1.5882
0.4549
-1.4257
-1.932
-0.8648
-0.2712
-1.9252
-1.7122
-0.9817
-1.7825
2.9475
-0.3855
0.2243
0.8909
3.3418
-1.6298
0.8518
-1.6915
-1.4904
-1.8073
1.0145
1.1471
0.9024
3.4162
1.1325
1.6058
-0.1295
1.2015
0.9783
1.684
-0.469
-0.2598
-1.7906
2.05
-0.2426
-1.7471
0.1773
0.9372
-0.366
-1.1894
-1.8442
0.3874
1.7028
0.5153
0.8241
1.3436
0.1451
-0.6807
-1.0684
-1.2878
0.9431
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0.1543
2.2798
0.1674
3.723
-2.2639
-3.2956
2.124
-0.9938
0.3771
-1.3553
0.1207
-1.3806
-0.3811
-0.0535
1.0767
1.0147
-2.3189
0.1405
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0.8864
0.6871
0.2083
0.4266
1.7139
0.7639
2.0515
1.0919
0.9468
0.3593
-0.3714
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0.6547
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5.0721
0.5457
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-0.4511
0.928
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0.378
2.5422
0.7102
0.744
1.3148
1.2042
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1.1598
0.6895
0.9472
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-2.8017
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0.2927
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1.3183
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0.0594
0.2685
1.1458
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0.394
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0.3462
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1.5351
1.5663
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0.6919
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1.5844
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1.4299
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0.2479
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0.0245
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2.1621
0.9579
-1.123
1.3336
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0.5644
0.4724
1.0708
-0.6159
1.3194
-0.4824
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1.8843
2.3744
-1.158
-0.4891
1.0466
3.0335
1.3362
0.3337
0.1979
-1.0318
0.1138
-1.5096
-0.9002
-1.9496
1.9094
0.3425
-0.3007
-0.1448
1.3745
0.4702
-0.3888
-0.8775
-0.8328
-0.2715
0.482
0.0736
-0.5022
0.3706
0.8404
-1.2062
0.8594
-0.469
-0.0509
-1.2221
-0.3203
-3.2142
-0.7674
0.8244
0.4685
-0.8923
1.4879
0.0862
0.0194
0.3783
-0.6492
-0.9072
0.4395
-0.2463
-0.503
0.6694
-0.2556
-0.2151
0.7532
1.1428
-0.7943
-0.1397
-1.8273
1.2739
2.066
2.3191
2.8074
-0.9304
0.0894
1.8552
0.9711
-2.461
0.2551
-0.2273
-0.6924
1.7464
-0.7639
-1.1279
-0.4684
-1.2981
2.8117
-0.5911
-0.905
1.8201
-0.8565
-0.9994
-1.2042
-0.0299
0.5765
-1.0573
-0.0583
-0.3857
-1.3688
-0.8618
-0.4532
-0.9251
-0.4174
0.3146
-1.6605
1.0543
0.0717
0.9236
-0.5406
-1.5872
-0.6686
0.0693
-0.0748
0.1957
-0.3092
-0.648
-1.4555
0.4017
-0.1046
2.7592
-0.4806
-0.1234
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-0.4851
-0.1482
1.2399
-0.9376
-0.8295
-0.1395
-0.8892
-0.6157
1.5969
-0.3154
0.0724
0.8456
-1.3766
0.949
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1.5732
0.7406
0.1457
1.4767
-0.3511
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-0.4055
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-1.4219
0.6739
1.6713
-1.166
0.4396
2.1768
0.2818
1.8268
107.466667
0
472
59.34
BREAST CONSERVING
Breast Cancer
Breast Invasive Lobular Carcinoma
High
0
LumB
1
Positve
Positive
null
NEUTRAL
Negative
Lobular
0
Post
7
Left
0
1.022
ILC
Positive
1
ER+/HER2- High Prolif
11
0
Living
0.5642
-0.0699
-1.1668
0.6371
0.5055
-0.8479
1.1216
1.1169
-0.5874
1.0376
-0.4008
-1.0912
1.6086
1.8909
0.4843
2.0079
1.8013
-0.1318
0.1151
-0.9924
0.9105
0.126
0.1579
-0.1086
0.0834
0.3934
-0.8515
-0.3827
-0.3528
1.0055
-0.9544
-1.6161
-0.1298
-1.1387
-1.3775
-1.3306
-0.0558
1.8095
-0.9295
-0.4133
-0.229
-1.8671
0.5175
1.9604
0.729
-0.4453
0.8753
1.1691
0.7259
-0.0454
-0.8926
1.51
-1.5901
-0.3603
-1.7749
1.1867
1.7084
-0.6836
0.8234
1.2452
1.8994
1.2119
-0.7219
-0.4807
-0.6232
1.1369
-0.0268
-0.5239
1.2951
-1.2069
0.967
0.8071
1.077
-0.3377
-0.6181
1.0552
1.6388
-0.0687
1.3965
0.0376
-0.8833
-0.8985
-1.1296
1.966
0.8451
-0.921
0.2047
-0.0426
-0.1682
-1.5127
1.5613
-0.1165
1.0147
-0.1628
-0.259
0.6055
-0.8665
0.6713
-0.2717
0.1627
2.3706
2.1276
-0.3973
-0.1731
0.209
-0.1475
-0.6423
0.0336
-0.0283
0.5512
-0.7953
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-0.0231
-0.9499
0.9093
1.0053
1.4961
-1.6153
-1.4418
-0.6156
-0.9684
1.2851
1.5831
0.1608
1.8199
-0.2009
-0.861
-0.7505
0.3197
0.0151
-0.1804
-0.8244
-0.1488
2.0444
1.7771
-0.3321
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1.9251
-1.1936
1.0061
1.3826
-0.488
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0.2399
1.1966
-2.1723
2.1563
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1.5114
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1.3751
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0.2495
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0.3928
-2.9213
-1.2613
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-0.3845
0.4329
0.4188
0.493
-0.45
0.8362
-0.2776
1.4874
-1.0185
1.087
0.8535
0.7201
0.3245
-1.4647
0.2723
-0.9084
0.4233
-0.5771
0.7274
-0.3792
0.386
-0.2724
-2.2533
1.4732
-0.5333
0.317
-0.3662
-0.0308
0.1041
0.4031
1.1565
-1.0662
2.0668
-0.2065
0.2554
-0.6832
0.1856
-2.1954
-0.5259
-0.9578
-0.593
-0.1534
0.3503
1.4373
-0.4349
-1.3107
-0.4313
0.0487
-0.6304
-0.2006
-1.0369
2.1498
-0.9917
-1.2043
-1.8716
0.2183
0.3879
-0.0195
-0.5004
0.7529
-0.5963
0.2548
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-0.3293
1.4343
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0.7444
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0.4889
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0.0395
0.4454
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1.3598
0.2742
1.1084
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1.0993
0.2649
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0.201
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0.2943
1.0718
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0.6192
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2.0974
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-0.3724
0.5391
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-1.8141
0.1734
0.4098
0.1271
1.0161
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1.3855
0.5065
0.1065
-0.0515
-1.1667
2.4753
-1.3008
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-1.819
0.5636
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0.1324
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0.5974
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1.1208
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0.046
0.3228
0.3198
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0.2969
-2.8662
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0.0901
1.4437
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0.4308
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0.5305
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0.8903
2.7883
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0.1658
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0.5066
0.1325
2.4594
-0.8502
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-0.0007
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0.882
0.2926
0.233
0.953
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0.0737
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0.4669
2.2656
1.7286
0.0865
0.1066
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-1.3711
2.3881
-1.0699
0.2825
-0.7903
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-1.4852
0.7408
0.6184
1.0396
-1.6763
-0.4727
-0.101
1.9615
-0.896
0.7077
-1.5338
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1.7136
0.7571
-0.264
-0.7409
0.5184
1.2449
1.5307
-0.1917
1.5663
-1.0743
-0.513
-0.2964
0.137
-1.241
1.1981
-0.1485
-0.9044
-1.1752
1.0904
-1.637
-1.0939
-0.6244
-1.9751
-1.1428
1.1981
1.1851
0.1963
0.0963
-0.9799
-0.0038
-0.8187
-0.8063
0.2944
-0.8552
2.456
-0.2381
-0.9723
-0.0003
-0.4553
-0.6688
-0.9541
0.0807
-1.1357
1.0529
-1.3113
1.4959
-1.267
-1.3086
-1.0123
0.1202
1.71
-0.6296
0.8618
-0.9859
1.3994
-0.6964
-1.3076
-0.3973
1.5188
-0.7393
0.9802
-0.1687
0.3764
-0.4044
-1.0388
0.4397
0.5764
-0.5168
1.8427
0.1174
-1.687
-0.6028
0.4391
1.0809
-1.4493
1.475
0.8602
1.0938
-0.995
-1.1916
-1.5857
-0.1408
-0.4912
1.5518
0.3702
1.1756
-1.4944
-0.0185
-0.8012
0.2617
1.1456
0.3115
0.1568
-0.7005
0.2694
-1.2523
-0.2741
0.5631
1.9301
0.421
-1.4627
1.2705
1.6492
-0.3052
2.8355
27.4
0
474
54.29
MASTECTOMY
Breast Cancer
Breast Invasive Ductal Carcinoma
High
1
LumB
1
Positve
Positive
3
NEUTRAL
Negative
Ductal/NST
1
Post
9
Right
3
5.16
IDC
Positive
1
ER+/HER2- High Prolif
80
3
Died of Disease
1.7086
1.2576
1.4917
-0.2133
1.2705
1.2749
-0.2174
0.5266
1.1242
-0.3772
0.2112
-0.1065
1.7802
0.0823
-0.4
0.6461
0.6973
-0.0871
-0.5315
-0.7569
1.2188
-0.5119
0.4494
-0.9536
0.5362
1.3065
-0.5906
0.6741
0.9789
0.5023
1.7781
0.1099
-0.1419
0.4544
0.4787
0.6389
-0.9236
0.4187
-0.2962
0.4126
-0.7136
1.3697
0.249
0.4949
0.3312
2.1357
-0.1895
1.0376
-0.3785
0.4962
-1.0213
-0.6868
-0.6587
-1.1268
-0.0535
0.7609
1.4061
-0.6678
0.657
-0.023
0.407
-1.1193
-0.3514
-0.1382
2.8761
-1.8826
-0.4914
1.195
0.1321
0.3423
-0.7864
-1.0572
-0.5154
-1.8373
1.3038
-0.4787
0.0996
-0.5629
-0.1187
0.283
-0.4318
1.1978
-0.104
-1.35
-0.8785
-0.4272
-0.6831
0.5414
-0.5537
0.2399
2.4559
-0.1341
0.2244
1.1735
2.0756
-0.2343
-0.472
1.2041
-1.579
-0.3703
1.4916
2.6029
-0.7981
-0.3504
0.3622
0.7659
0.3822
-0.742
-0.9468
0.2739
-1.7831
-1.2016
0.0125
-0.7715
2.2092
-0.5615
-1.1099
1.0103
-0.479
-0.3213
0.5332
2.0638
-0.8151
0.932
0.5519
0.116
-0.5217
1.1257
1.4284
-0.3737
0.1002
-0.0611
-0.013
0.0346
-1.3724
1.7904
1.4994
-0.9373
-0.2175
1.2639
-0.346
-0.1932
0.3427
0.1502
0.7081
1.0614
1.5595
0.9592
-1.0132
-0.8941
-1.036
0.4985
-0.7241
0.1813
0.8104
-1.3563
-1.2583
-0.1118
-1.1226
-0.2882
-1.1761
-0.1143
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-1.1346
0.5959
-1.1117
-2.1388
-1.1337
-0.6997
-0.4
0.0972
1.0842
2.4966
-0.679
0.4217
-0.1443
-1.8401
-1.8516
-0.7748
-0.5082
-1.1299
-0.0735
-0.7071
1.6421
1.3307
-1.1101
-0.4933
-0.3769
-1.2786
-1.3912
-0.0186
-1.0407
-0.7682
0.3856
1.5644
0.3257
0.9557
-0.5271
0.6041
-0.8888
-0.0301
-0.6773
-1.0502
0.4811
-0.3522
-0.6071
0.584
-0.5623
-0.3407
-1.9244
-0.311
-0.5814
2.9834
-0.3136
-0.3812
-0.7609
0.5459
-0.7576
-0.8389
-0.1886
0.0036
0.4614
-0.7998
-0.8114
-0.4191
-1.7055
0.0574
3.0493
0.4983
-1.2533
-0.8765
0.0106
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-0.1651
-0.7733
-0.3759
-0.1562
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-0.5794
-0.496
1.3489
0.5084
0.9898
0.6943
1.2791
-0.6225
1.2489
-0.6631
0.7736
0.603
2.168
1.4502
0.7366
-0.9181
0.0441
-0.4895
-1.1646
-0.3678
1.3413
-0.3028
-1.3868
-1.7981
0.0422
-0.2666
0.7343
0.8098
0.0822
-1.0588
-0.0997
-0.7547
-0.2181
0.4871
-0.8262
0.613
-0.1657
0.0402
1.4104
-0.5489
0.6051
0.1313
0.4995
-0.4458
2.0787
-0.8171
-0.5582
0.0617
-0.0786
0.7711
-0.1145
-1.0171
-0.4099
0.3104
-0.431
0.0364
2.935
0.7639
-0.2144
-0.0303
-0.9398
0.2612
-0.3439
-0.0827
0.9955
1.1854
1.8981
0.3033
-0.4689
0.8999
-0.2432
-1.4848
-0.4713
-1.4938
-0.09
2.1534
0.8908
2.5239
-0.7777
0.483
0.3235
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1.1601
-0.685
1.0871
-1.1671
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0.2667
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0.7226
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0.6247
0.4771
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1.1282
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0.5537
1.9674
0.3393
0.4476
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1.4978
0.1728
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1.0417
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0.5824
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0.4313
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2.5604
0.0502
0.9933
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-0.8677
-1.3533
0.4975
-1.1645
-0.9259
2.6831
1.0733
0.1367
-0.222
0.05
-0.6427
1.8054
0.3934
0.6023
-1.032
1.617
-1.5878
1.8477
-0.6714
-0.7871
0.2116
-0.4189
0.9317
-0.4426
-0.578
-0.6239
-0.6815
0.7984
0.0259
-0.4602
0.2599
0.5047
-0.6512
-0.0676
-0.6611
-0.6569
0.1151
0.0336
0.5274
0.0671
-0.3148
0.4865
0.696
1.0083
0.1972
-0.0709
-1.4994
-2.0525
0.9354
-0.4833
0.1198
-0.4977
-0.1584
-0.9671
-0.0054
-0.2454
-0.071
-0.989
-0.2205
-0.7157
0.6905
0.4143
-0.1053
0.6174
-0.3939
0.3143
-0.7167
0.8205
0.2593
0.831
-0.2462
-1.0527
-0.1796
0.8142
-0.3574
-0.1232
2.2067
2.0405
-0.1705
1.0098
0.5748
-0.3581
-0.5171
-0.5527
-0.845
0.9185
0.6271
1.3082
-0.0763
0.0617
0.5961
-1.2768
-0.2208
-0.2243
0.4744
1.2336
0.5337
-0.8608
0.6877
-0.1841
0.0551
-1.332
0.0375
-0.6173
-1.2909
0.1813
-0.1509
0.2938
0.1227
0.0086
-2.0737
-0.7656
-0.3419
-0.0365
-0.1177
-0.4934
111.1
1
475
54.15
BREAST CONSERVING
Breast Cancer
Breast Invasive Ductal Carcinoma
Moderate
0
LumA
1
Positve
Positive
3
NEUTRAL
Negative
Ductal/NST
1
Post
9
Left
0
4.04
IDC
Positive
1
ER+/HER2- High Prolif
20
1
Living
0.915
0.7005
0.308
-0.6936
-0.1492
0.6253
0.5493
0.3853
2.0534
-0.7087
0.0891
-0.8337
0.9059
-1.4574
-0.359
-0.1337
-0.2783
0.1598
0.4493
-0.7519
1.384
-0.701
1.3227
-0.1652
-0.6872
0.6491
-0.8105
-0.2433
-0.2333
1.5602
0.7756
0.5177
-0.0756
-0.0404
-0.6053
0.6008
1.4254
0.51
0.2017
-0.4342
-0.9358
1.282
0.2578
-0.0791
0.0375
0.9661
-0.4732
0.31
-0.9703
1.0778
0.5985
1.4962
-0.0943
-0.0706
0.9711
0.3142
0.8314
1.9666
-0.7019
-0.2235
0.7219
-0.3766
-0.6258
0.9242
0.3617
-0.1409
-0.611
-0.0017
-0.7671
-0.0462
-0.8638
-0.331
0.1802
-0.7504
-0.1868
-0.9348
0.4933
-0.7788
-0.3722
-1.6785
-1.0654
0.3492
1.1558
0.4204
0.2598
-0.8032
-0.5609
-1.0501
-0.1058
0.5443
-0.8804
-1.0277
0.3553
0.1811
-0.8985
2.449
1.2274
0.3224
1.2514
-0.622
0.8
-0.097
-0.3961
0.0335
1.058
-0.5434
-0.2148
-0.9775
-1.037
0.5538
0.7881
-1.2937
0.6983
0.7379
0.127
-1.0065
1.151
-0.2332
1.0613
-0.0924
0.4685
-0.0989
-1.2782
0.1799
-0.7734
-0.9539
0.2513
1.3435
-0.9747
-0.1573
-0.2532
-0.0836
-0.2913
-0.72
-1.8313
-0.804
0.0522
-0.3905
-0.7776
-1.2409
0.7047
-0.2551
0.0591
-0.5137
0.932
0.1223
0.6735
0.5917
-0.2837
-0.3417
-0.7149
1.9135
-0.6413
-0.5157
-0.7362
-1.3229
-0.3793
0.2809
-0.7547
0.1958
0.0313
1.2015
-0.4754
1.1061
0.3553
0.339
-0.3775
-0.3275
1.3579
0.628
1.3982
0.6333
0.4162
-0.6699
-1.7372
-0.3678
1.9688
0.6268
-0.7314
0.3141
0.5558
-0.4585
-0.3487
0.2724
1.1246
-0.6369
1.2735
-0.4196
0.3202
-0.4958
-0.5589
-0.5294
-1.0385
1.2505
0.5911
1.5427
0.7783
0.0066
0.4194
-0.0586
0.0403
1.3675
0.0899
-0.6533
1.1345
-0.3469
0.7488
-0.011
-0.7107
0.2113
-0.4915
-0.1856
1.3302
0.5786
0.88
0.0747
-0.6235
0.0224
0.3949
0.2146
0.834
-0.2064
1.6693
-0.1819
0.5307
-1.8156
1.4167
0.5508
-0.1691
-0.9424
-0.8324
0.2399
0.2031
0.7642
-0.7789
-1.7914
0.2444
-0.2878
0.1338
1.0235
0.4495
0.4829
-0.3165
-0.7351
-0.04
-1.4017
-0.7246
-0.7051
-0.6252
-0.9509
0.0543
-0.5108
0.074
-0.0352
-0.371
-0.0414
-0.4799
-0.2195
1.0808
-0.2151
-1.6696
-0.8773
2.6312
-1.5381
-0.0102
2.5542
1.1305
0.456
0.4313
-0.1635
-1.2217
-0.4544
0.4671
0.4351
-0.8641
0.825
-0.0396
0.2811
0.4657
0.1445
0.3262
-1.2629
-1.0472
-0.4046
0.2815
0.7613
0.0285
-1.1562
-0.4052
0.9782
0.7132
0.3768
0.3426
-0.6911
0.755
-0.1221
-0.5393
-0.7092
-1.2803
1.0073
-0.5577
-0.3099
-0.9229
-0.7814
-0.9828
0.1115
-0.2392
0.126
0.7344
0.107
-1.3007
0.6473
0.6899
-0.111
-1.3834
-0.3089
-1.0258
-0.1089
0.0379
0.119
0.2954
-0.0924
-1.275
0.0169
-0.3012
-2.2945
0.2137
0.1692
-0.9404
-0.7858
-2.0701
0.1716
-0.8048
-0.0135
1.3892
1.164
-0.1515
0.0506
-0.9752
-0.1933
1.8713
0.3635
-0.7253
-0.5243
0.5119
-0.457
-0.1092
0.5451
-0.4751
1.0957
0.9679
-0.4679
0.5584
0.3092
-1.5344
0.0252
0.0071
0.5364
0.167
-0.5259
0.5092
-0.7011
-0.7148
-0.8588
-0.2525
-0.9651
-0.7722
-0.3994
-0.7725
1.3067
0.9678
0.4469
-1.0892
-0.9242
0.9517
0.1269
-0.0086
1.0993
0.5167
-0.8054
0.097
-0.9209
-0.0974
-1.711
-0.722
-0.2605
-0.2238
-0.4492
-0.1476
-0.4664
-0.485
-0.2626
0.0375
0.0843
-0.045
0.793
-0.8841
0.6854
-0.5258
-1.1628
0.3394
-0.1496
1.0559
0.2773
-1.1515
0.7459
-0.5484
-0.7191
-1.2344
-1.1168
0.1345
1.1026
-0.1324
1.1293
1.1627
-0.3077
0.2124
-1.4222
-1.1447
-0.9479
-0.9128
0.6121
-0.5177
0.0212
0.8
0.6026
0.488
-0.1724
0.3153
0.617
-0.1015
-0.1584
0.0165
1.7292
0.1401
-0.4407
0.1536
-0.3651
0.0736
-1.0562
-0.7769
-0.9881
-0.0255
-0.2586
-0.7814
-0.0192
0.4182
-0.3092
1.3145
0.0629
0.7537
0.2509
-0.2135
-0.5122
-0.5543
-0.335
-0.2995
-0.4965
-0.5954
-0.7684
0.0861
1.2846
-0.3339
-0.2778
-0.041
-0.7498
0.8751
-0.7966
-1.0455
-1.7912
-0.2565
1.01
-0.8854
-1.0153
-0.8167
-1.0512
-1.0268
-0.0845
-0.5368
-0.0842
-0.1203
-1.1839
-0.8457
-0.4676
-0.491
-0.6183
-0.1564
-1.0999
-0.6094
130.7
0
476
54.62
MASTECTOMY
Breast Cancer
Breast Invasive Ductal Carcinoma
Moderate
1
claudin-low
1
Negative
Positive
3
NEUTRAL
Negative
Ductal/NST
0
Post
4ER-
Left
0
4.05
IDC
Negative
1
ER-/HER2-
25
2
Living
-0.7729
-1.6761
0.1984
0.3021
0.0916
0.4693
-1.7486
-0.4533
-0.7765
1.6851
-1.0407
-1.474
0.0001
-0.3027
-0.8217
-0.5148
-1.2488
-0.6788
0.8183
0.1548
1.0451
-0.785
1.0992
-0.2025
-1.455
-1.0849
-0.6546
-0.5836
-1.2335
-2.3309
-1.0489
0.4104
1.8453
-1.0176
0.143
0.4562
1.1787
1.5056
-0.0686
-0.6942
0.3162
2.5346
0.3685
0.0746
-1.351
0.3408
-1.3028
2.1509
3.3928
1.4615
1.626
0.2746
0.5919
2.0175
-1.1905
-0.992
0.0161
-0.1027
-0.58
0.3503
-1.7946
0.8744
0.7598
-1.0634
0.6635
0.396
-0.255
-0.4775
1.5441
-1.0021
-0.7473
-1.21
0.3788
0.4549
0.0536
-0.8623
-2.0508
-0.7093
-0.4288
0.6891
0.338
-0.0245
0.7455
-0.5589
-1.1311
1.9492
-0.2798
-0.5413
-0.3113
0.542
-0.5378
-0.8403
-0.9621
1.5705
-0.0548
0.2899
-0.4956
-1.8044
1.6677
0.5305
-0.6114
0.9926
0.5328
-0.8444
-2.0912
1.679
0.1665
-0.5198
0.9629
-1.0152
2.8126
1.2044
-0.1234
2.8013
-1.4869
-1.0139
-2.1843
1.2244
0.078
1.7261
-0.7764
-1.0235
0.8732
-0.8158
-2.4404
0.0586
-0.0579
-1.8845
-0.1698
-0.0649
3.2763
-0.8238
-0.5913
-0.9731
1.1101
-0.5989
-0.0864
0.0479
-1.5507
0.1379
1.3228
-1.9637
-1.019
1.3548
2.3296
-0.8242
0.2145
0.9139
1.2698
1.093
0.2465
-0.9417
0.0289
0.4786
-1.2627
0.7772
-1.534
-2.3961
-0.022
2.358
-0.2159
0.3761
-0.5239
3.7204
-0.3717
2.6252
-0.1449
-0.4273
0.4978
-1.3635
0.8399
2.3717
-1.6682
1.6332
-1.0424
-1.0699
-1.0045
0.8356
1.3495
0.0635
0.1522
1.6276
0.2957
-0.0431
1.8071
-1.0665
-0.3925
0.3057
-0.4198
1.2334
1.0846
0.9586
1.0187
1.6514
0.8998
0.4127
-0.6202
-0.6602
0.5031
0.0264
-1.6912
-1.1139
0.9575
-1.4523
-0.74
-0.6272
-1.3996
0.0856
-0.695
-0.8273
-0.824
-1.0679
-1.3107
1.173
1.7001
0.4796
0.4756
0.3071
0.2592
-0.329
0.042
0.9309
1.0347
-0.7086
0.795
-0.5609
0.8949
0.335
-1.5896
0.017
-0.2241
2.1471
0.6653
-0.175
-0.128
-0.0365
1.0112
-2.38
1.2591
-1.0689
-3.964
0.9144
1.3855
-0.2861
0.1924
1.9039
0.969
-0.2355
0.9558
0.5526
-0.5194
0.8114
-1.9582
-0.7062
-0.2954
0.6222
1.392
0.3554
0.9433
-0.201
1.8076
0.496
-0.6485
1.6522
0.6677
-0.6023
0.4123
1.4216
2.2842
0.7952
1.015
-0.7662
-0.6382
0.2552
-1.1271
-0.7926
-0.6517
-0.0739
1.2854
1.9056
-1.5968
-1.222
1.7102
0.9214
-0.0836
1.9389
0.1026
0.0867
-0.0249
-0.6766
3.0764
0.2867
-1.29
-0.6912
-0.439
0.8407
-0.1271
-0.4647
1.3139
-0.6621
-0.3096
-1.2085
-0.6406
0.4593
-2.1331
0.6286
-0.1169
-2.9398
0.5197
1.5122
-1.5089
0.4638
0.638
1.3294
-0.2817
0.0713
1.5229
-0.2429
0.2566
1.5658
1.858
0.9537
0.208
-1.0394
-0.2407
1.0918
0.0525
2.2902
0.9607
0.8144
0.7853
-0.4576
-0.4519
0.5751
0.6498
-0.925
-1.6859
-0.0974
-0.7819
-1.4124
0.2164
0.2836
0.0018
0.5843
1.4578
1.2608
0.1309
0.4544
-0.2452
-0.6762
0.1456
-0.7905
-0.648
-1.1364
1.5251
0.6106
2.3041
-0.4562
1.2119
-0.285
-0.1339
-0.6451
1.9248
0.8817
-0.4528
-0.3478
-2.0896
-0.7064
-0.5241
-0.9654
0.5857
-1.4991
1.1265
1.066
0.5172
-1.115
1.4823
2.0471
-0.0839
-1.2035
2.717
0.068
0.0914
-0.7158
0.6731
0.1923
-1.0786
0.7306
1.0516
-1.7024
-1.6464
-0.3202
0.6138
3.3977
1.1148
-1.0801
1.9624
-0.1107
-0.3489
-0.177
0.5921
-0.7885
0.6195
-0.2647
-1.4255
0.2358
1.1114
-1.1006
0.4725
-0.607
-0.2161
-0.8721
-1.1665
1.2208
-0.4567
2.2206
1.5263
0.493
-0.3031
-0.3305
0.6994
-0.3361
-0.3088
-0.6366
-2.2963
-0.1775
1.5913
0.6962
0.4128
-2.5803
-0.1434
0.9426
0.6735
2.5355
-0.9623
1.9258
-0.6651
0.9793
-0.5007
1.6608
-1.8966
-0.6113
0.2303
-1.0665
0.1205
0.5668
1.0239
0.1576
-1.6379
-0.9869
-1.8416
2.2315
0.2693
0.8161
0.3846
-0.2483
0.4495
-0.3412
-0.8371
0.4354
0.0152
0.0724
-1.0977
-1.0391
0.4272
0.0311
-1.4418
-0.3044
-1.1472
-0.9499
0.8408
-0.3218
0.8134
-2.0296
-0.0115
0.5585
-0.4227
-1.4282
1.8682
-0.7921
1.536
-1.108
-0.8598
0.2883
0.0348
-0.923
-0.3377
0.7183
-0.3468
130.433333
0
478
74.02
MASTECTOMY
Breast Cancer
Breast Invasive Ductal Carcinoma
Low
0
claudin-low
1
Positve
Positive
2
NEUTRAL
Negative
Ductal/NST
1
Post
3
Right
3
4.046
IDC
Positive
1
ER+/HER2- Low Prolif
23
2
Living
-1.0561
0.2765
0.4614
0.2981
-0.5555
-0.1316
0.3529
-0.4866
1.3546
-0.5073
-0.6928
-1.2671
0.5842
-0.3837
-1.3425
-0.3639
-1.315
0.1722
0.2614
0.445
1.6159
-0.7464
0.6032
-0.2741
-1.5712
-1.4266
-0.8117
-1.3369
-0.8899
-1.0324
-0.5906
0.5781
0.7847
-0.4118
0.7413
0.1872
0.443
-0.6069
-0.4159
-1.5851
-0.7068
0.5174
-0.9905
-1.2966
-1.085
-0.5459
-1.1923
0.9603
0.7169
-1.4634
-0.1727
0.8256
-0.1051
1.1925
-0.352
0.5308
0.1858
0.7113
-1.1164
0.3847
-0.1641
-0.7121
-0.9589
-0.431
0.0734
0.3423
-0.3126
1.4868
1.1054
-0.1257
0.1737
0.2846
-0.6434
-0.1737
-0.4771
-1.3054
-0.2043
0.9805
0.9686
0.3185
1.3727
1.4495
-0.2677
-0.2684
0.0344
1.1175
0.1503
-1.509
0.2991
0.9858
0.5973
0.419
0.4147
0.6524
0.405
0.2682
-0.1572
-1.54
-0.1963
-0.5935
-0.3436
-0.7326
0.2444
-0.9861
0.3597
0.7766
0.2471
0.7694
0.1082
-0.3565
2.3202
-0.549
-0.4721
2.9148
-0.5991
-0.7402
-1.2127
-0.1448
0.1569
-2.0844
-1.679
0.7212
0.2523
-1.0468
1.528
-0.0575
2.1774
0.2577
0.5112
0.3279
2.1358
-0.344
0.745
1.1525
0.5327
0.1718
0.775
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0.2385
0.3227
0.4682
-1.0415
-1.3735
1.7244
-0.7472
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2.4844
1.6427
1.1793
0.5352
0.1121
0.7916
-0.3793
-1.0775
-0.3166
-0.0786
-0.8894
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-0.0982
0.7145
0.2508
0.2297
2.4849
-0.4306
1.5698
-0.2915
-0.5064
0.8889
-0.5588
0.0937
-0.6975
-1.3885
0.3286
-0.3516
-0.2353
-0.5798
-0.4395
0.7175
-0.0025
-0.444
1.8276
1.0496
0.4617
0.5889
-0.9431
-0.2819
0.4765
-0.2768
-0.3138
-0.0649
0.0176
0.0015
-0.2804
0.2599
0.7585
0.5593
0.1508
0.622
0.1888
0.8639
-0.0115
-0.4082
-0.6981
-0.2019
-0.7246
-0.4716
-0.6917
-0.7455
0.2686
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-1.1766
0.0764
0.6405
0.9037
0.2488
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0.0359
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0.8325
2.8649
-0.5641
0.1406
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0.3297
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0.8711
1.6704
0.0148
0.454
0.8957
-0.5466
-0.053
-0.371
0.6093
-0.9141
1.7204
-0.1996
-0.4829
-1.1091
-0.5657
0.182
-0.2485
-1.6171
-0.5591
-0.8775
1.3398
-0.1704
-1.2003
-0.2754
-1.2593
0.0661
-0.1275
0.0091
1.3199
-0.2596
0.9042
-0.157
0.3834
1.306
0.3751
-0.9712
0.6107
0.0384
0.7863
-0.6661
1.6477
1.4392
-0.9513
-0.4421
0.8506
2.024
0.221
-0.0639
1.0936
0.3284
-1.9519
-0.2637
0.208
-1.1007
-0.9259
0.0956
0.5022
1.9844
-0.3958
-1.1731
-0.0947
-0.697
1.2833
1.0836
-0.5212
-1.1831
0.0291
-1.2709
-0.8466
-0.9247
1.2945
-0.1909
0.2124
0.0788
0.6725
-2.1
0.4297
1.3683
-0.7777
-1.4543
1.2722
1.7223
-1.5152
-0.2521
1.1085
-0.196
0.6814
0.9715
0.1694
0.2135
-0.7095
-0.7654
1.5632
-0.0158
0.1303
-0.1891
-2.3147
0.3799
1.2201
-0.6754
-0.8078
-1.0979
-0.2736
-0.4616
-0.6051
0.4213
1.0635
0.6426
-1.5702
0.2843
-0.5255
-1.4118
0.3126
-0.5135
-0.1199
-1.8964
1.8898
0.3899
1.2258
-0.747
-0.4581
-0.9348
0.7114
0.4535
-0.5709
-0.697
-1.5477
0.4358
1.3508
-0.3202
1.4391
0.5636
0.4892
0.0666
0.4589
0.1987
-0.1657
-0.877
0.369
-0.0125
-0.9381
1.4337
-0.3465
-0.2841
-1.1442
0.0337
0.6656
0.2959
1.2091
2.2031
-0.6057
0.4457
0.4554
1.2823
0.409
-0.1361
-0.6267
-0.1614
-0.588
0.2564
-1.7539
-0.8686
0.6522
-1.1243
-0.1148
-0.6222
1.9863
1.6708
-0.2209
0.4484
-0.8909
-0.9584
0.2022
-0.402
-0.344
1.1071
-0.5533
-0.2625
-0.1408
3.3312
-1.7274
-0.3477
0.7215
-0.5767
-0.1266
7.1005
-0.1727
0.8029
0.0997
-0.4839
-0.2701
-1.7897
-0.0794
-0.2914
-0.0184
-1.0892
-0.7916
0.4137
2.139
-0.115
1.3163
-1.1691
1.9577
1.4304
1.9277
-0.3514
-0.5031
0.246
-0.4256
2.9784
0.1237
0.1222
-0.327
-0.2768
-0.3487
-0.6992
-0.0064
-0.1607
-0.3014
-0.5484
-1.3496
-0.6913
-0.4598
1.588
0.6067
1.0367
0.2082
-0.4238
0.3339
0.347
-0.8168
-0.1922
-0.3266
0.973
-0.1159
-0.6464
2.4775
0.2103
0.3839
-0.0659
-0.174
-0.7639
1.5783
-0.3831
3.3407
-0.6041
0.2812
1.1789
0.3796
0.2025
0.7227
-0.7793
0.0906
-1.1179
0.3561
-0.4273
-0.1827
-1.3247
-0.1938
-0.0662
-0.0497
132.3
0
479
33.83
MASTECTOMY
Breast Cancer
Breast Invasive Ductal Carcinoma
High
1
Her2
1
Negative
Negative
3
GAIN
Positive
Ductal/NST
1
Pre
5
Left
0
4.044
IDC
Negative
1
HER2+
22
2
Living
1.1352
-0.4726
-0.4431
-0.711
-1.325
-0.4848
1.3403
0.032
-1.4933
0.1354
-0.006
-0.2265
-0.843
-0.2051
-0.628
0.1009
0.1793
-1.3725
-1.3525
-0.4682
0.4532
0.4271
-0.6524
0.2277
1.5484
0.2984
0.1673
-0.5752
-0.4359
-0.4281
0.2137
-0.346
-0.592
0.4563
1.6391
-0.1586
-0.6585
-0.8827
0.2932
-0.3427
0.6056
-0.2877
0.9793
-0.3887
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0.8096
1.9033
0.5931
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-1.4044
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-0.176
0.9044
2.6252
1.0292
0.6723
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0.1733
-0.6121
-0.6045
-0.6069
0.0342
-0.9483
-0.3384
-1.1047
-0.2485
1.0872
-0.9462
0.722
-0.0142
-0.1291
-2.0377
0.5322
0.221
-0.393
0.7616
0.0256
-0.4012
2.7499
-0.5934
-1.2606
0.8445
-0.4827
0.1882
-1.8787
0.0169
0.5148
0.8268
0.2491
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0.3787
0.4636
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0.3505
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1.1503
0.4371
1.7325
0.8006
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1.221
0.2886
0.0445
0.3052
0.5448
0.0636
1.6531
-1.0305
0.3819
-1.56
1.0269
-0.4871
0.7696
-0.9246
-1.7991
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-0.1588
0.5726
-0.2082
1.2709
-1.0401
0.2904
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-0.9926
0.5423
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-0.572
0.2112
1.9295
0.325
0.5311
-0.1653
0.8359
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-1.1554
-0.2983
0.2693
-0.7231
-0.8528
0.9822
-0.3787
0.9182
0.1899
1.6084
-0.0862
0.3504
2.7258
0.046
0.6029
-0.861
-0.4816
-0.7943
-0.4659
-0.2988
0.0956
0.2077
-0.2801
-0.6706
0.5572
-1.1881
2.4816
-0.19
-0.4186
0.355
-0.8548
-1.3296
0.6337
1.8487
0.3183
-1.18
-1.1917
-0.0347
-0.2395
0.0678
1.9521
-0.29
-0.2675
-0.6779
-0.2948
0.4442
2.5158
-0.3336
1.9638
0.1886
-0.7522
0.8114
-1.5095
-0.4396
3.5334
-1.9294
-1.3072
1.2903
-0.6593
-1.0114
0.372
3.7847
0.3287
-0.0265
-0.2436
-0.2814
2.4733
0.0535
-0.1891
-0.8276
-0.007
-1.6057
0.2134
-0.2651
-0.7873
0.6817
0.3474
0.5394
0.4663
0.7936
-0.1576
-0.7547
-0.1173
-0.954
0.5374
-0.4144
-0.2777
-0.1154
-0.4135
0.1942
-0.8449
-0.4051
0.9618
-0.2312
0.8919
1.4374
0.7355
1.4937
-1.9054
-1.1605
0.2775
2.139
-0.8019
-1.1353
0.6441
2.2875
0.2958
-1.7524
0.7147
1.3149
0.8951
-0.001
-0.0252
0.1691
-0.8143
-0.3474
1.3519
-0.0928
0.29
-0.1447
-1.1149
2.0067
0.4202
1.385
-0.6445
-0.8078
0.5359
-0.6929
0.8476
0.4985
0.0687
0.0187
0.2927
0.2403
-0.3689
0.3366
-1.1431
0.021
-0.0524
-0.112
-0.2303
-1.2864
-0.6164
0.4942
0.3259
-1.2248
-0.1145
-0.2257
0.9149
0.4093
-1.914
0.1603
-0.5622
-0.9357
-0.4103
0.4111
-1.1035
0.1045
0.0179
0.8134
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2.2459
0.5533
0.1975
-0.7309
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1.1727
-1.318
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0.7889
-0.1598
-0.1771
-0.97
0.726
0.4625
-0.147
-0.0801
-1.3639
0.1082
1.8565
0.007
0.0962
0.0432
0.2118
0.1942
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0.1195
-0.1722
1.6849
-2.2991
0.5442
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0.2746
1.3737
0.7894
-0.4491
-0.2801
0.3135
-0.1976
-0.7354
0.0451
-0.6401
1.8149
-1.4248
-0.7968
1.0693
-0.445
0.5282
-0.616
-0.5158
0.2158
0.4997
-0.9364
-0.2084
-0.0454
-0.2602
-0.0958
0.0934
-1.0006
0.3798
-0.1595
-0.1736
-0.4613
0.5239
-1.1849
0.5916
-0.4029
0.6983
0.2913
-0.0587
0.9617
-0.4551
-0.5889
-0.0071
-1.0505
0.7905
-1.6828
-0.1183
-1.9645
-0.6456
1.1668
-0.7458
-0.1474
-1.0945
-0.6299
-0.3608
-0.7839
-0.2729
-0.4817
-1.6494
-0.1583
0.4462
-1.6627
-1.2044
-0.7422
1.2332
0.2307
1.0688
0.1761
0.351
0.1935
-0.0286
0.7532
-1.0655
-0.6532
-0.7133
1.0374
0.8326
-0.0804
-0.7696
0.043
-1.4492
0.2252
0.242
-0.1736
0.0766
1.9634
-1.6511
-0.9982
0.7905
0.4237
-0.0787
0.0471
-0.7641
0.0301
-0.0739
-1.3682
0.8557
-0.263
-1.0778
-0.942
0.4314
-0.5645
0.0239
-0.3802
0.6406
0.2304
-0.0344
-0.6499
-1.0186
0.2951
0.9763
0.0367
-0.8037
1.9619
-0.5485
1.7472
-0.8942
1.3723
-1.077
-0.1171
0.583
0.0132
-0.0705
-0.3416
-0.064
-0.7125
0.1976
1.1933
2.4244
0.5223
0.3245
0.4247
0.5762
0.3064
-1.2638
-0.2984
0.1016
-0.4698
0.9955
-0.1079
0.6641
2.0955
0.0702
1.912
0.0383
1.4426
-1.1677
0.5302
-0.3733
1.9031
2.0151
132.766667
0
480
51.86
BREAST CONSERVING
Breast Cancer
Breast Invasive Ductal Carcinoma
High
0
LumA
1
Positve
Positive
3
NEUTRAL
Negative
Ductal/NST
1
Post
9
Left
0
4.026
IDC
Negative
1
ER+/HER2- Low Prolif
13
1
Living
-1.1907
0.1098
1.6221
-0.7539
-1.1359
1.0568
0.4147
-0.6145
-0.8594
-1.3361
-1.0644
-2.0241
0.2978
-1.2259
-1.5598
0.4716
-0.7689
0.9232
-0.6018
-0.3277
-0.0764
0.0609
-0.493
0.1078
-1.2853
-1.5957
-0.3941
-0.398
-1.0844
-0.8888
-0.9585
-0.2066
0.1244
-0.19
-0.0286
0.5141
-0.9621
-0.8185
-0.4376
-1.5805
-1.2667
-0.9426
0.669
0.0196
-0.8677
-0.6772
0.7618
1.0488
-0.1523
-1.6685
-1.6728
0.3584
0.6595
1.0334
-0.3038
-0.9067
0.3983
-0.395
-0.868
0.0174
-0.7379
-0.3351
-1.6967
0.8862
-1.6409
0.8912
0.4173
-1.8796
-0.027
-0.5725
-0.3178
-2.06
1.6546
-0.4141
0.4911
-0.5963
2.3791
0.5459
-0.8261
1.3195
-0.9655
-1.109
-1.9675
-1.9331
-0.6029
0.1543
0.0685
-0.513
-1.1262
-1.5521
-0.6915
-1.6375
0.6954
-1.0865
-0.2552
1.6275
0.4284
0.4284
0.6358
-0.8199
1.1388
0.1906
-0.8334
-0.2952
-2.5646
0.7393
0.7176
-0.8947
-0.9391
2.3892
0.0871
-0.8803
0.0646
-0.7312
-1.405
-0.0207
0.8557
-1.6877
2.6956
0.5393
-0.8235
0.5124
1.629
2.2837
0.321
0.1404
-0.4459
0.0184
1.0478
-0.6118
0.0559
-0.018
0.849
0.2053
0.3584
-0.0739
1.0104
-1.2685
0.177
1.1157
0.2975
1.0255
-1.3508
-0.6504
-1.3008
-0.7395
-0.8132
-0.7159
-0.9613
-0.1066
-0.1101
0.5828
-0.4673
-0.0644
0.0588
0.8462
0.1525
0.626
0.3219
0.3084
0.2741
1.4402
-0.5836
-0.0141
1.0496
0.5922
-0.59
-1.3281
0.7959
-0.358
0.7672
-1.3496
-0.4295
-0.0286
-0.0871
-0.9195
-0.4133
1.7565
0.9367
-1.4996
-0.6039
-0.7782
0.9491
-1.2103
0.2273
0.3786
-0.6868
-2.6567
0.1678
0.7403
-1.0112
-0.7897
-1.7103
-0.7547
0.1697
1.6012
0.712
-0.0557
-0.631
0.0136
-0.0754
-0.4238
-2.2472
0.4343
-0.6901
-0.5777
0.0283
-0.5486
0.3375
-0.0131
0.2595
-0.2757
-2.1585
0.7675
0.2258
-0.1751
1.7851
0.4825
-0.6117
-0.0296
1.4572
-0.1933
-1.2608
-0.5796
-0.1613
1.0917
-1.4458
-1.1689
1.0913
-1.1672
-1.2515
-0.423
-0.453
2.0628
0.779
0.2487
-1.4865
-0.8921
0.1899
1.5135
-0.0471
-0.8833
-0.3933
-1.3958
0.0094
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0.3018
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-1.265
0.6533
-0.8427
1.6087
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0.8095
0.2919
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0.5509
2.4639
1.0373
-1.1918
-0.1932
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0.1324
0.403
0.8743
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0.12
-0.5174
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2.2206
0.1329
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0.514
-0.5316
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0.815
-1.0538
-0.1887
-0.2196
0.1154
-0.6685
0.8132
1.5123
-1.1623
1.0023
-0.2631
0.6974
-0.0966
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1.3778
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0.0486
0.9626
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0.8117
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0.923
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0.6123
0.4959
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0.7564
0.1139
0.3236
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0.2314
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0.8685
0.9227
0.4906
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0.6472
0.1255
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0.9129
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1.422
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0.64
0.0291
1.0406
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0.3359
0.6594
1.5621
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0.1249
2.7995
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0.6359
0.7295
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1.9278
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0.7028
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1.2982
0.2072
0.4418
1.1022
-0.1367
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0.5333
0.7593
-0.4496
-0.6189
-1.576
-0.8497
1.2575
-1.0262
1.091
1.3792
-0.49
1.2493
0.2521
-0.3423
-0.1228
-1.8933
0.5215
-0.8886
-1.0319
-0.6752
-1.5833
0.5418
0.4869
-0.2781
-0.2659
0.165
-0.123
-0.4118
0.0478
-0.6449
1.2044
-0.397
-0.609
-0.138
-0.5378
-1.1201
0.7976
0.1366
0.8434
-0.3277
-0.7057
0.2663
-0.289
-0.2886
0.0588
-0.672
0.3892
-2.0221
-0.7125
0.9106
0.8354
-0.7714
2.6564
0.7009
0.4068
-0.9206
-0.0277
0.9722
-0.7844
0.8859
-0.3849
0.0246
0.1816
-1.8139
-0.7524
-0.9112
-0.5637
-0.8352
1.0382
-0.3087
0.2187
0.4273
1.701
-0.3789
-0.3874
-0.4064
0.4334
-0.7411
1.3624
0.7045
0.0041
-0.3346
-0.3958
-0.1302
1.0903
-0.1626
1.0631
0.1579
0.4042
1.7244
-0.4473
1.4035
0.2192
-1.8082
0.0235
-0.0366
0.2171
-1.0018
-0.8197
-0.0586
3.1958
-0.2603
0.3009
0.2416
-0.033
0.2272
-0.6434
2.7532
2.5417
0.1227
0.2556
0.9355
-0.8339
-0.2656
1.6588
-0.8349
-0.0469
0.293
0.8688
-0.0469
-0.3749
0.2416
-0.1835
94.566667
0
481
54.22
BREAST CONSERVING
Breast Cancer
Breast Invasive Ductal Carcinoma
High
1
Basal
1
Negative
Negative
3
NEUTRAL
Negative
Ductal/NST
0
Post
10
Left
0
4.038
IDC
Negative
1
ER-/HER2-
19
1
Died of Disease
0.243
-0.1386
0.6822
0.5506
-1.1378
0.8376
-0.5093
0.8114
0.642
-0.3996
0.8896
0.3532
-2.4223
0.0717
2.2604
-0.6832
0.7908
-0.6201
-0.1816
1.0107
-0.2717
-0.5715
-0.5178
0.1016
0.8734
1.0746
0.6322
-0.7248
0.4493
0.8434
0.9788
2.9895
-1.0334
-0.1747
-0.8025
2.1686
0.4987
0.5317
-0.5685
0.6
1.0659
0.3291
2.64
-0.0066
0.0207
2.1449
1.4903
-0.3931
-1.6581
-0.5314
-2.1093
-0.1861
-0.7458
-1.5929
-0.7672
-1.501
0.5562
2.4031
0.9943
-0.5203
-1.3496
1.3829
0.3447
-1.9879
1.3219
-0.0374
0.3588
-0.0041
0.5581
-0.6434
-1.4963
2.0869
0.4022
-0.3016
-0.2018
1.4207
-0.1312
0.4193
-1.1781
-0.5363
0.6616
-0.9723
5.7061
-1.9602
0.8246
0.7908
-0.383
-0.9501
0.6055
0.6636
1.1869
2.9007
1.7608
-1.0838
1.2206
-0.679
-1.8653
-0.4895
0.9528
-0.4508
-0.2645
-0.0289
-0.1557
0.7556
0.3622
-1.8066
3.6966
4.184
0.5195
-0.5948
0.2841
0.7075
1.0436
0.003
-1.1585
0.0422
-0.3326
0.07
-0.5584
-0.319
1.3875
-0.8873
0.1038
-2.5198
-0.6659
1.8181
1.0981
1.6775
-1.3586
0.4245
0.4622
0.6536
1.8231
-1.0143
-1.3943
2.0645
0.2712
1.3605
0.2
0.0163
-0.599
-0.4261
2.1139
-0.1079
-0.0514
1.7273
0.8346
0.2214
-0.3551
-0.3512
-1.0315
0.6531
0.8282
-0.3512
-0.1561
-0.4472
-1.7039
-0.6414
-1.1766
1.2623
-0.3299
-0.3757
1.5514
0.5898
0.056
0.0019
0.3301
-1.4607
0.243
0.2605
0.4379
0.4298
0.0457
-0.812
-0.2819
-0.1733
1.7143
-0.1299
0.1583
-0.2089
0.5424
-0.4565
3.6338
-1.3879
0.9437
-1.104
-1.2584
-1.0116
1.5094
-0.8634
-0.6716
0.2794
-0.132
1.0715
0.2223
1.1792
-1.0805
1.963
0.7522
-0.6168
1.2027
-0.4061
-0.2791
-0.2308
0.5517
-0.7061
0.373
0.7042
-0.9838
-0.7689
0.2836
0.0522
-0.2046
-0.3094
0.1825
0.1904
-0.0638
-0.0421
-0.9216
-0.5193
-0.1806
-0.0716
0.4719
2.7956
-0.409
-0.6575
0.1082
0.4114
-0.5487
2.3701
-1.0452
0.7679
-0.8776
-0.8423
0.9801
1.1149
-1.8129
1.6595
-0.8222
0.5649
-0.8266
-0.7207
0.0879
-1.2559
2.1404
-0.5534
0.8643
-1.462
-1.1318
-1.7572
-0.4041
0.8695
0.279
-0.9433
-0.209
-0.4366
1.7501
-0.1202
2.3384
0.7924
-1.7756
-0.1107
0.2577
1.0156
-1.0688
-0.4795
-1.8368
0.9426
0.1022
-0.8297
-0.4605
-1.0699
0.1132
-0.2839
-0.7037
0.0946
-0.8307
-0.4694
-0.3651
1.7622
-1.571
-1.2432
2.375
-0.0278
-0.6398
-0.5981
-0.0124
1.3937
0.3668
-0.7314
-1.1574
0.1742
5.3473
-0.0001
1.4836
0.545
0.3739
-0.2941
-0.3028
0.2236
0.2624
-0.4803
-1.3804
1.7177
-0.0247
-2.5958
3.4758
-0.0141
-0.3686
-0.9569
-0.072
-0.1091
1.4948
0.5317
-1.1574
-0.0345
0.909
1.0505
1.3146
-0.18
0.2672
1.069
0.9439
-0.5594
-0.8486
-0.7237
-0.1507
1.7314
-0.8508
-0.4613
0.3717
0.5317
5.3856
-0.5047
0.2295
-0.3791
0.5465
-1.4505
-0.1076
1.4093
-1.3422
0.5563
0.8746
0.1081
-0.6738
-1.0884
-0.8101
0.1155
-0.7582
0.3692
0.4739
0.9023
-1.1801
-0.6085
1.4595
-0.231
0.4266
-0.6235
-0.4662
2.6679
-1.9817
-1.3453
-1.0215
0.6956
-0.6288
1.671
0.0755
0.4601
-0.2494
-0.4954
0.5884
-0.6085
-1.2968
-0.1939
0.4353
-1.8186
-1.1982
-0.6577
1.6279
-0.2948
0.9105
-0.6061
0.0993
-0.1333
-0.3944
-2.293
-0.0303
-0.4643
0.0545
-0.6965
0.9967
1.0232
-0.701
-0.4258
0.3494
1.9344
-0.8177
-0.1629
-0.3704
0.4024
-0.5502
0.8311
0.1106
-0.2076
1.5753
2.0844
0.9809
0.6752
0.052
0.552
-0.6197
-0.2682
0.2363
0.1819
0.1058
0.3644
0.5992
1.0383
0.2217
-1.2757
1.1789
-0.2055
0.8392
0.6628
0.3247
0.3136
0.0999
0.0113
-0.0902
0.7795
0.7223
-0.2089
0.1864
0.8948
-1.6992
-0.176
0.9705
-0.2963
-0.9284
2.8669
-0.7188
-0.8057
0.3083
-1.3819
-1.4909
-0.486
-0.0235
-0.0562
-0.3535
-0.6319
0.1003
1.5952
0.1522
1.4558
0.2987
1.0724
0.0882
-1.3669
0.6215
-0.0595
-2.6222
0.4557
-0.0085
-0.7879
-1.0533
0.8104
0.592
-0.8231
-0.0864
1.9735
0.4041
-0.7456
0.528
-1.9917
-1.0889
-0.3543
-0.3364
2.0849
-0.5415
2.0999
1.329
1.7401
-0.2555
0.0883
-1.9084
-0.9517
-0.9322
-0.3024
-0.7124
36.4
1
482
39.53
BREAST CONSERVING
Breast Cancer
Breast Invasive Ductal Carcinoma
Moderate
1
Normal
1
Negative
Negative
3
GAIN
Positive
Ductal/NST
0
Pre
5
Right
1
5.032
IDC
Negative
1
HER2+
16
2
Died of Disease
-1.0597
0.6136
-0.9939
-0.6984
-0.0995
-1.007
-0.0964
-0.8876
-1.0755
-0.995
-0.4109
-1.0152
-1.3636
-1.1868
-0.1237
-0.677
-0.4869
-0.904
-0.5433
1.7281
-0.0785
-2.4346
-0.676
-0.0773
0.2149
0.1735
0.2271
-0.8477
-1.5363
-0.5885
-0.7921
0.0598
-0.6612
-1.2861
0.158
0.5794
-0.6458
-0.8506
-0.6683
0.8727
0.3537
0.6271
-0.3686
0.3515
-1.5642
0.4635
0.7422
0.181
-0.2392
0.6491
-0.1265
-0.1217
0.4369
-0.1136
-0.4108
-1.3683
-0.4722
0.9237
-1.0199
-0.6613
0.3297
-0.6216
-0.0628
-0.8125
0.1556
0.2238
-0.2436
2.0465
-0.3054
1.0266
-0.9175
1.2796
-0.6011
0.3112
-0.7446
-0.1795
0.876
1.2954
0.1652
-1.5762
0.2248
0.9245
0.3395
-0.4427
1.0735
1.4435
-0.0888
-0.5608
-1.0475
1.0825
0.7048
0.1277
-1.153
-0.7395
-1.1382
0.1757
0.2128
-0.5216
0.0297
-0.4475
-0.2901
-1.6498
0.4345
3.1866
1.6482
0.1386
0.9483
0.2198
-0.3998
0.2075
1.2698
-0.8529
0.1081
2.1901
0.946
0.9879
1.2223
-1.3967
1.0969
0.7154
0.6443
0.1226
-1.2822
-1.3716
1.9977
1.7475
-0.0339
-0.2313
-0.4908
0.5305
1.6456
0.5128
0.0381
-1.0778
-1.119
-1.591
1.8597
0.2202
-0.4937
-0.7969
-0.8228
-1.605
0.7169
-1.0744
0.1243
0.2629
0.1889
0.25
0.3456
-0.4816
0.6963
2.0134
1.1078
-0.2015
-0.4801
-0.1665
2.4508
-0.3144
0.0546
-0.3048
-0.1867
-0.3508
0.4861
1.794
1.1203
1.2036
-0.1191
-1.0718
0.3384
0.3717
-0.0186
-0.1608
-1.613
-0.1049
-1.1456
0.0452
0.7789
-0.099
-1.0377
1.1595
-0.7046
2.365
1.2073
-0.4043
0.6508
0.3531
0.8648
-1.5862
0.2158
-1.0574
0.3076
-0.6786
-0.0373
1.5181
1.3802
1.2437
-0.2346
0.1079
0.628
-0.7351
-0.2076
0.5391
-1.0299
0.1484
-0.1108
0.178
0.5109
0.5094
-0.4463
-0.6144
1.257
1.1857
0.6813
0.6273
0.7413
1.6529
0.7579
-0.1342
-0.0134
0.5136
0.8671
2.8222
1.5018
1.0962
-0.0674
0.1573
-0.3975
0.4228
-1.0157
0.6276
0.3811
0.6786
0.4794
0.4334
0.7763
-1.3548
0.2598
0.1741
1.0939
0.5809
0.7283
0.493
0.8649
-1.2367
-0.1928
0.6638
-0.9956
1.0295
0.6907
-1.6501
1.692
0.3271
0.7589
0.811
0.2372
-0.5953
-1.2053
-0.1049
1.5109
-0.0394
-0.9867
0.6522
-0.946
1.4293
-1.068
-0.1296
-0.199
0.7042
0.8269
0.5733
-0.7336
-0.1216
0.9477
1.3875
-0.3485
-0.5906
1.6782
0.1632
1.2848
0.3345
-1.0407
0.4621
-0.8965
-0.2037
-0.7576
1.159
-0.5224
-0.2381
-0.4861
-0.7009
0.3463
-0.8574
0.0532
-0.5866
-1.6265
1.5444
-0.3729
0.4495
0.4877
0.4272
-0.4448
0.3991
-0.6572
-0.9371
-1.0487
-0.4287
-0.157
-0.552
1.1384
0.6309
-0.454
1.9512
0.8889
-0.1501
-0.218
1.9896
-1.2774
-0.5164
-0.1589
0.2111
0.1513
-0.1092
-0.5471
0.0015
-0.9209
-0.8865
-0.7383
1.9829
-1.2208
0.5992
1.5078
-0.1153
-0.0633
0.0034
0.1435
0.5062
2.8626
-0.3442
-1.2079
-0.3865
-0.0702
0.9424
0.809
0.8721
-0.7482
-0.4959
0.0666
-1.602
-0.6178
2.1
0.5202
0.8244
-1.2009
-0.2037
-1.0924
-1.393
-1
0.0716
0.7909
0.8312
-0.7579
-0.0827
-1.0645
-0.2318
0.1268
1.1694
-0.0946
-0.4613
-0.6185
-0.4363
-0.4825
0.7146
0.4062
-0.7723
-0.0124
-0.9627
-0.196
1.971
0.6453
0.2854
0.9857
0.928
-0.2097
-1.1388
-0.8728
-1.1949
0.3401
-0.3298
-0.1846
0.1059
-1.2219
-0.1687
-0.1165
-0.4246
0.9911
0.5728
-0.8795
-0.0752
-0.5783
-1.0688
-0.8207
-0.9082
0.4302
0.1953
-0.1034
-0.0564
-0.4582
1.0088
-0.3654
-1.5688
-0.312
-0.3304
2.7949
-0.006
-0.5705
0.4485
-0.2356
-0.3674
-0.2786
0.0447
-0.1028
0.4604
1.1479
-1.0768
-0.6406
0.1462
0.9192
-0.3233
1.2609
0.31
1.9972
1.4425
2.1874
0.0493
0.2933
-0.0657
1.0186
1.8177
0.4902
0.1969
-1.1253
0.9938
0.5457
-1.0286
1.1844
-0.0047
1.2543
0.0519
0.3368
-0.6905
1.4511
0.4327
-0.2963
3.3384
-0.9989
0.7068
0.1278
-0.8199
-0.5582
-1.1394
0.2038
0.3343
-0.4948
-0.416
0.3626
-0.2942
0.5114
-1.0553
0.8263
-1.1969
0.8992
0.4741
4.7571
0.0679
-0.6243
-0.002
1.031
-0.5274
0.8165
1.4355
-0.356
-0.3683
0.4547
-0.7859
-0.7173
-0.7014
-0.3447
-0.3333
1.8037
24.866667
1
483
49.61
MASTECTOMY
Breast Cancer
Breast Invasive Ductal Carcinoma
High
1
LumB
1
Positve
Positive
3
NEUTRAL
Negative
Ductal/NST
1
Pre
1
Left
2
5.042
IDC
Positive
1
ER+/HER2- High Prolif
21
2
Died of Disease
0.2831
-1.571
-0.1485
-0.2946
0.1871
0.4116
1.2979
0.7555
0.1325
-0.4662
0.722
0.6678
0.5726
-0.4366
0.7721
0.4545
0.1318
2.6422
2.2704
-0.6709
-0.1325
0.9388
0.2204
-0.3172
-0.199
0.8263
0.7172
2.391
0.4553
-0.3756
-0.1205
-0.7163
-0.1639
0.9225
0.6917
2.416
2.8987
-1.8156
1.4943
-0.2656
0.2977
-0.0297
0.7546
0.5324
2.4249
1.5579
0.7653
0.6218
0.7419
0.4385
-0.6926
-0.1518
-0.1817
1.496
3.8717
-0.3785
0.0277
0.2585
-1.1003
-0.662
-0.6522
-1.0023
-2.0625
1.1648
-2.4024
0.9748
-0.3045
-0.9873
-0.9232
-1.305
-0.5075
-1.8657
1.1747
-0.0968
-0.2351
-1.3025
-0.2375
-1.1667
-0.1404
0.9928
-1.1887
-0.5863
-0.1373
-1.7277
-0.5551
-0.4506
-0.8426
0.626
-1.9289
-1.3608
-0.5107
-0.8162
-0.3061
-2.9203
0.681
0.258
-1.0105
-0.9957
0.1089
0.2584
2.5864
-1.0923
0.5533
-0.5693
-0.4487
0.3937
-0.8596
-0.892
-1.9353
-0.188
-0.0502
-1.1822
0.49
-0.741
-2.1021
0.7249
1.4516
0.0833
-0.903
-0.5645
1.0388
1.3798
1.7434
1.7794
0.0903
-2.1722
-0.1901
1.2721
-1.1369
-0.228
-0.5612
-0.0645
0.181
1.405
-0.2344
1.7606
1.3032
-0.4972
-0.4739
-1.493
0.6282
0.9752
1.1963
-1.6653
-0.6141
-0.4879
-2.2205
-0.4674
-2.0446
-0.6902
0.214
2.0095
-0.2522
0.4228
-0.8144
-1.0864
-0.3552
-0.5768
-0.6003
-1.1982
-1.4878
0.2088
-0.1584
0.0614
-0.9479
-0.9208
-1.5391
0.6619
-0.0285
0.6362
-0.2599
-0.5833
0.3428
-0.8597
0.5721
-0.7568
0.3428
0.9318
0.2492
-1.3595
-0.4041
0.4181
-0.0898
-0.6827
1.8348
-0.5954
-0.2572
0.6236
0.8788
-0.4658
1.2069
-1.0959
-0.8684
0.3301
-0.5059
1.8484
1.5176
-0.127
-0.4365
0.7373
-0.2506
0.2948
0.0055
1.1447
-0.7336
-0.511
-0.6215
0.0088
-0.4344
0.4661
-0.8112
1.1114
0.6351
-0.4833
-1.3328
-0.9218
-0.1933
-0.6235
-0.7656
-2.0608
0.8288
-0.7226
-0.9567
0.2598
0.4078
0.9856
-1.2153
-0.3979
0.0258
-0.8106
0.749
-1.2574
-0.6861
0.3665
0.1019
-1.5846
-1.5613
0.263
-0.1971
1.3716
-1.2189
0.1886
0.6338
-1.7
-0.5087
-0.8301
-0.6055
-1.3017
-1.9631
1.5257
-0.6198
1.3691
1.3209
1.5941
1.862
-0.3897
0.5886
-0.3938
-1.2222
0.3842
-0.6721
-0.0942
3.7241
0.5644
1.0715
-0.1294
-1.0081
1.164
-0.6347
-0.8596
-2.0428
-1.4587
-0.9291
0.2772
-0.3019
-0.2957
1.1784
-0.694
-0.4575
0.9421
0.5732
-1.718
1.6707
0.4909
1.487
-0.1803
-1.0075
-0.8475
-1.4611
-0.013
0.4952
0.688
0.1028
-0.0726
0.1453
-1.0681
-0.5832
1.3223
-0.367
-0.4753
-0.0635
-0.2999
0.8629
1.6135
0.4144
0.6894
-0.4446
-1.1786
-1.0381
-0.5062
-0.8891
-0.9873
1.0732
0.5354
-0.5311
-1.1382
-1.1531
-0.4942
0.9564
-0.4535
0.0979
0.6629
-1.0447
-1.03
3.3958
-0.6218
-0.3794
0.3358
-1.3327
0.5905
0.2215
-1.0595
-0.4906
-0.3655
2.1293
-0.2741
0.9561
0.234
-1.2012
-0.0023
1.5872
-1.6816
2.2952
0.839
1.5486
-0.7803
0.2435
0.037
1.1246
0.2953
1.1026
-0.0433
1.0415
-0.8544
-1.4019
0.7326
0.5674
-0.8227
0.0861
-0.6651
0.7684
-0.7251
-0.574
-0.4
-0.0333
-0.0962
0.5161
-0.486
1.4098
-0.4289
-0.458
0.342
1.0421
-1.1272
1.5267
-0.9226
-0.6204
-1.0022
0.6273
-0.2754
-0.5625
-0.6211
0.3285
-1.3618
-1.1655
-0.3977
0.3208
-1.3732
-0.1268
-1.7592
0.0748
0.2635
-0.9232
-0.7945
-1.5586
-1.2703
-0.4337
-0.4413
0.2583
-0.5356
-1.7489
-0.9013
0.4663
-0.395
-0.8179
1.2731
2.9286
-0.1681
-0.7754
-0.9141
0.9175
0.0859
1.0117
0.9065
-0.9525
-1.7472
-0.6934
0.0478
-0.6795
-1.6613
-0.5962
1.0731
-0.3849
-0.7855
-0.8327
-0.2816
-1.3312
-1.6415
-1.6451
1.3363
-0.8257
-0.0933
-0.3248
-0.0926
-0.123
-0.4258
1.5166
0.6885
-0.7964
-1.1014
0.5364
0.6336
0.5006
-0.8442
-0.4753
-0.1317
1.1836
-0.1923
-0.5442
-0.1632
0.4471
0.2455
0.8029
1.2636
0.7538
-0.7557
1.5275
0.6388
0.7206
-1.5769
0.6392
-0.5391
-0.6952
0.1562
-1.0743
-1.4647
2.216
0.5194
0.0748
-1.0865
-1.2116
2.2296
-0.6588
1.4209
0.3806
0.228
0.7636
-1.1804
-1.1555
-0.288
-0.8304
-1.8484
0.837
-1.094
-0.0209
-0.3762
-0.2945
-0.699
-0.4557
74.466667
1
484
38.72
BREAST CONSERVING
Breast Cancer
Breast Invasive Ductal Carcinoma
High
1
Her2
1
Positve
Positive
3
GAIN
Positive
Ductal/NST
1
Pre
6
Left
3
5.044
IDC
Positive
1
ER+/HER2- High Prolif
22
2
Living
0.3067
1.0565
-1.8436
-0.666
-0.1504
0.0296
1.798
0.1604
0.638
1.4671
-0.3932
-0.302
0.3738
-0.0181
-0.2204
1.0387
-0.2904
0.1024
-1.179
-0.4062
1.2618
-0.6215
0.1247
-0.6266
-0.9709
1.4095
0.5988
0.2184
-0.5955
0.887
-0.089
0.7376
0.3847
0.1683
1.7476
0.0997
0.2339
0.8194
-0.9052
0.0909
-0.1371
0.4238
0.7781
-0.7696
1.2024
0.2075
0.1987
1.9384
0.0627
-1.1116
-0.5851
0.0973
-0.8338
-1.3679
0.1647
-0.2454
1.5369
0.6424
0.0716
-1.1135
2.5124
0.2665
0.2362
5.496
-1.2439
1.369
-0.8433
-0.7925
-0.3744
2.1083
-0.9741
1.4822
-0.2022
-0.8461
1.0844
0.1873
0.3098
1.7323
0.3684
-0.9118
-0.4597
-0.4676
0.6008
1.4021
-1.5364
-0.1341
-0.7233
-0.2568
-1.1753
1.0959
0.0833
0.2169
-0.9609
0.2845
-0.4506
2.7786
0.1362
-0.0633
0.4516
-0.4064
-0.2149
0.1026
0.0775
2.0396
0.8439
-0.8021
0.0394
1.1933
1.8997
1.28
-0.6993
0.686
-1.0359
-0.1463
1.0719
-0.615
-1.5838
-0.1144
-1.2704
0.2003
0.5649
0.0797
-0.3445
-1.8795
-1.0842
0.225
0.2677
0.2811
-0.9641
-0.244
-0.1153
2.2916
-0.6345
-0.4379
-0.4044
-0.3788
-0.8505
1.5737
0.8243
1.5825
0.2678
2.1109
0.4114
-0.4067
-0.6085
0.2708
-0.724
-0.5585
-0.2493
-0.0672
0.2017
-0.1901
1.0472
1.2278
1.1383
0.1201
1.1876
0.9123
0.5866
0.8202
-0.247
2.018
-0.5933
0.3943
-1.114
0.529
0.2527
-0.4091
-0.3371
0.2824
-0.4986
-1.1
0.9
0.7655
0.3225
2.9335
0.5324
-1.7648
0.0427
-0.5751
0.5211
-0.8434
0.7278
0.1567
-0.115
0.0082
1.0567
-1.5975
-0.2807
-0.1102
1.7079
0.8716
-0.9901
0.7449
0.2604
1.234
1.0933
-1.5154
0.5826
-0.2251
-0.6055
-0.3626
-0.5203
-1.2184
-0.3187
-0.4711
1.0789
-0.3763
0.0821
1.1185
1.983
0.765
0.1091
0.5148
1.4449
-0.8257
-2.1761
0.1698
1.9208
0.1936
0.2783
1.1456
-0.3763
-1.043
-1.2809
-0.5143
-0.4946
-1.2488
-0.5755
-1.8175
0.4164
1.2641
0.5715
1.2258
0.1932
0.189
-0.5735
1.1972
0.5698
1.6087
0.036
1.599
-1.6258
0.1658
0.6217
1.0946
-0.2586
-0.2289
0.764
-0.0705
0.2275
-1.7691
0.1248
2.0748
-0.3767
-0.3992
0.5243
-0.4834
0.7179
-0.3362
-0.3717
-0.5472
-0.0151
-3.2403
0.6382
3.8376
1.5545
0.9889
0.2082
0.2175
0.5515
0.0707
-0.0479
0.3067
-0.5429
-0.1413
-1.3501
1.7958
0.8506
0.3827
0.2207
-1.0731
-2.1285
-0.1828
0.7777
-0.7543
0.9322
-0.1372
0.6124
0.2759
-0.2456
-0.9008
0.1875
-0.8027
-0.0747
0.8708
-0.6518
-1.3193
-0.7472
0.7962
-0.2676
-0.877
-0.4178
0.0134
0.812
-0.1481
-0.4393
1.0873
0.6585
0.5095
-0.0229
-0.1041
-0.2049
-0.6094
0.349
0.6417
-0.3739
-1.0315
0.8042
-0.7237
-0.1949
-1.6858
-0.0277
-0.8448
0.145
-0.3168
-0.2082
0.1017
-1.1243
0.9723
1.23
0.9669
-0.6022
1.2848
-0.4361
-0.3238
0.2311
1.0201
-0.6047
-0.244
0.1495
0.1075
1.4747
-0.2929
-0.6698
-0.0582
-0.2967
-1.5024
-0.4517
0.3148
-0.8939
0.1272
0.8898
1.3748
-0.8682
-0.0751
-0.8328
-0.341
1.5596
-0.5525
1.7056
0.5758
-0.5279
1.1555
0.2494
-0.3594
-1.1479
-0.8769
-1.3408
-0.1594
0.0341
0.7599
1.9869
0.1102
2.2732
0.6751
-0.194
0.3902
1.0709
-0.1228
0.1444
-0.4507
1.2165
-0.7988
-0.0674
-1.3967
0.18
-0.1609
-1.2912
1.9578
-0.9935
0.334
-0.5881
-1.2946
0.0061
-1.0903
-0.1729
-0.8743
0.9208
-1.5383
-1.0941
-1.7004
0.872
1.5983
-0.8383
0.5134
-0.5971
-1.723
0.4974
-0.6722
-1.2654
-0.167
-0.0616
-0.3756
-0.2878
0.1121
0.5909
-0.1396
-0.637
1.0448
-0.2563
-0.9588
-0.2111
0.3481
-0.8364
0.2902
1.0962
1.5294
1.0494
-1.4904
-1.0384
-0.4435
-0.5736
0.888
-1.1924
-0.1296
1.1731
0.837
0.0961
0.021
-0.1827
1.161
1.0935
-1.0253
-0.0395
-0.0973
-0.0194
-0.398
1.1851
5.4437
-0.4296
1.2675
-0.7006
0.6474
-0.6195
-0.4929
0.0869
-1.0061
1.9308
-1.0995
-0.1022
1.4612
-1.0086
-1.6264
1.9822
-0.383
0.5593
-0.0221
1.417
1.5401
1.8142
1.0019
-1.0726
0.2079
-0.8755
0.5669
-0.394
-0.6231
0.201
-0.2454
-1.1037
0.6462
0.2308
-0.7373
-0.2893
-0.9441
-0.0014
-0.9728
-0.5736
82.633333
0
485
60.78
MASTECTOMY
Breast Cancer
Breast Mixed Ductal and Lobular Carcinoma
High
1
LumA
1
Positve
Positive
3
NEUTRAL
Negative
Mixed
1
Post
9
Right
7
6.1
MDLC
Negative
1
ER+/HER2- High Prolif
50
3
Died of Disease
-0.0788
-1.7652
0.4267
0.2375
-1.2953
1.4988
0.8239
0.7924
-0.5532
-0.7123
-0.5084
0.3327
-0.9371
-0.5337
-0.1337
-1.1346
-0.247
0.3292
0.8017
2.4497
2.3673
-0.827
0.0194
-0.5439
0.1624
0.4203
-0.3919
-0.7952
-0.446
-0.7209
-0.2587
-0.7392
-0.2937
-0.3733
0.2514
0.2298
-0.3603
-0.8632
-0.7968
0.022
-0.4417
-1.1037
-0.5539
1.0035
-1.0669
0.6785
-2.0965
-0.0346
0.1025
0.4809
-0.1134
0.0218
0.1954
0.0365
-0.0346
0.0601
0.1348
0.6889
-0.6537
-0.1971
0.0218
0.6728
-1.7477
1.4728
-1.1495
0.535
-0.2955
0.6154
0.6497
1.3918
-0.8021
-1.1119
-0.7813
-0.1596
1.3396
-0.6384
-1.1485
-0.3597
-0.7093
1.6313
-0.0429
0.1607
-0.3791
-1.106
-0.0355
-0.7551
-0.9395
-2.705
-0.0709
-0.2821
0.1995
-1.7922
-1.2415
-1.3334
2.3771
0.8417
0.5431
0.6823
0.1075
-0.4835
-0.2479
-0.6811
0.1951
-0.0369
-1.069
-1.2575
-0.4194
-1.2744
-0.8061
0.4912
0.5347
-0.4774
-0.4289
0.3382
-1.8591
-0.0598
0.1437
-1.9455
0.326
-1.0458
0.63
1.658
-0.6558
-0.4757
0.2406
-1.6179
-0.3638
0.6823
0.267
0.6002
0.2945
0.1351
0.2691
-0.249
-0.6117
-1.4039
-0.2561
-0.2222
-0.5488
-0.1547
0.6103
-0.6352
0.7165
-0.0766
0.5396
-0.8048
1.4685
0.5241
0.2284
0.2647
-0.1371
0.8314
-0.2875
0.5723
-0.8152
-0.7408
-0.1209
0.4301
2.0528
0.1325
0.6103
-0.4383
-0.3524
1.7609
-0.8553
-0.1462
0.6196
-1.3724
-0.2812
0.1602
0.2411
-0.4111
-0.8816
0.0806
-0.6143
-0.3155
0.0078
-0.3753
-0.8742
-0.5344
-2.0163
0.9397
1.5623
1.1377
0.3622
-1.3104
-0.902
-0.4454
0.2305
-0.0618
-0.3686
-0.1336
-1.4006
-0.8729
-0.643
0.8023
0.3629
-0.2484
1.0793
-1.3692
-0.5509
0.8347
-0.5853
-0.4824
-0.6253
-0.7648
-1.1361
-0.7667
-1.0907
-0.071
-0.0398
0.9701
-0.1175
0.4095
-1.0887
1.3477
0.4648
-0.3999
-1.2263
-0.204
-0.5084
0.5707
-0.0041
-0.4476
-1.6782
0.0789
-0.4613
0.092
-0.833
-1.3805
-1.349
-0.46
-0.5535
0.2335
0.0265
-0.051
0.0891
-0.5901
-0.2937
1.0862
0.269
0.9065
-2.0079
0.5436
-1.2062
-0.5943
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0.0505
-0.1379
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1.3134
0.9536
-0.3432
-0.5251
-0.7648
0.9045
-0.7788
-0.8293
-0.1313
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0.88
1.3577
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0.649
0.2173
-1.2076
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0.2284
1.0267
2.0217
0.5308
0.2119
-0.5095
-1.7717
0.0188
-1.3417
1.9986
-1.1336
-0.4333
-0.6302
-1.3478
1.2212
-0.346
0.1043
1.1188
0.1388
0.4783
-0.1789
0.7627
-0.1195
-0.5934
0.695
-0.1069
-0.8076
0.4214
-0.624
-0.4445
1.839
-0.7695
-0.1502
-0.6287
-0.8344
0.2543
0.366
-0.8018
1.6155
-1.1592
1.3395
-0.5374
-0.7222
-1.0129
0.2962
1.3961
-1.1297
-0.0894
-0.4935
-0.4163
-2.3142
0.8911
0.4514
1.3848
0.1273
-0.3418
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0.1919
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-0.5254
-1.1976
-0.0574
1.324
-1.0056
0.3876
0.4817
-0.6415
3.9251
-1.2274
0.0757
-0.9567
-0.4912
0.6205
0.0184
0.9027
-0.3413
0.3955
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0.1487
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-0.8082
0.5753
0.3196
0.2217
1.4626
-0.4094
0.4037
0.6896
0.5911
-0.4026
-0.2218
-0.2365
0.243
-0.2127
-0.7595
-0.1808
0.7041
-0.2865
0.5631
0.9951
0.4457
-0.1197
0.8994
1.515
0.6951
-0.7888
0.12
1.4681
-0.9418
-2.2956
-0.9639
-0.3492
-0.81
0.3978
-0.6994
0.2136
0.3732
-0.1476
-0.2952
-1.1086
0.3229
1.3497
-0.195
-0.0763
-0.4521
-1.7761
-1.8192
-0.4558
0.7776
-0.4682
-0.0756
-0.9387
-0.7547
-0.2671
-2.2913
-1.3536
-0.5348
-1.3807
-0.0324
-0.1496
1.6669
0.2323
-0.7665
-0.4875
0.8334
-0.7352
0.1261
0.9815
-0.586
-0.2994
-1.0062
-0.937
0.493
-0.4122
-1.0395
0.9601
2.5056
2.1329
2.5342
0.4858
-0.3985
0.2748
-1.3217
3.5198
2.4203
-0.8135
0.3905
0.2785
1.2952
0.2563
1.2085
-0.2619
0.1661
-0.6753
-0.0094
-0.7019
0.3955
0.9196
-0.8491
-0.2034
0.0542
-0.4753
0.0653
1.352
-1.1462
-1.4157
0.7717
0.1317
-0.6487
-1.513
0.6438
0.3473
0.2565
-0.6857
1.4401
-1.0481
-0.26
0.1727
1.8887
1.0118
1.1726
-0.4607
-0.1014
0.6408
0.8059
0.3474
-0.3411
-0.1539
0.453
0.4678
-0.9634
0.952
-0.4886
-0.8783
-0.2404
36.766667
1
486
57.57
MASTECTOMY
Breast Cancer
Breast Invasive Ductal Carcinoma
High
1
LumA
1
Positve
Positive
3
NEUTRAL
Negative
Ductal/NST
1
Post
3
Left
0
4.064
IDC
Positive
1
ER+/HER2- Low Prolif
32
2
Living
-0.2357
-0.4845
-0.7699
-0.1456
1.5682
-1.2057
0.6431
1.0158
1.4421
-0.9777
0.2529
-0.7509
1.5175
-0.8709
-0.5655
0.1214
-0.2997
0.7186
0.576
0.006
2.4873
1.0421
0.1158
-0.5182
-0.9276
-0.184
-0.4924
0.026
-0.05
-1.2718
-1.1494
-0.5722
-0.5554
-0.6762
0.3397
0.7773
-0.0016
-1.9193
0.3841
-0.1938
-1.2433
-1.2942
-0.4951
0.977
-0.0926
-0.0393
-0.8282
0.4696
0.9798
-1.291
-1.4494
0.298
0.4926
-0.8997
0.409
0.8047
-0.0125
1.2772
-0.725
-0.1486
0.9068
-1.6387
-1.0644
1.2572
-1.6616
1.6637
0.2973
0.2342
-0.0457
0.0688
0.6274
-0.0317
1.7238
-0.1952
-0.476
0.1372
-0.5904
-0.146
0.4089
-0.8581
-0.1971
0.3935
-0.1224
0.1697
0.1702
1.1689
0.2677
-0.2976
0.7599
-0.7461
0.4925
-1.3505
0.2211
-0.157
-0.1358
2.8089
-0.7241
-1.262
0.7529
0.0505
0.2919
-0.5575
0.0241
-0.8268
0.1235
-0.0488
-0.4028
-0.2663
-0.8155
0.3335
-0.2049
-1.4723
0.1354
-0.1439
-0.5422
0.1449
0.6751
-0.8671
-1.1115
0.2463
-0.4826
0.9747
1.2207
-0.3407
1.9864
1.016
-0.1203
1.9219
0.294
-0.2473
0.6036
-0.4902
-0.7593
1.8211
1.0331
-0.0656
1.6354
-0.9862
1.1613
-0.1456
1.6065
0.8894
0.0205
1.4129
0.3212
-0.678
-0.8211
-0.4295
-0.6094
-0.159
-0.1126
1.233
-0.2978
0.0631
-0.0058
-1.2668
0.338
0.3087
-0.6507
-1.4476
0.8236
0.1667
-0.0618
0.3361
-0.5997
-0.7497
-0.1137
-0.1417
0.1004
0.5653
-1.1332
-1.1449
-0.7908
-0.7363
0.6505
-0.5477
-1.3518
0.5704
1.364
-0.2333
1.7743
0.9541
0.2406
-0.5684
0.0314
-0.5409
-1.1721
1.4938
0.8073
-0.3843
0.5463
-1.0485
-1.0863
0.3262
-0.416
1.3548
-0.5547
0.0033
0.8356
0.5767
-0.7539
0.5977
-0.9164
-0.0965
-0.8872
-0.4076
-1.0623
-0.6964
-0.9756
-0.9137
0.1379
-1.1581
0.6488
-0.1313
-0.6301
0.2831
1.2273
0.1112
0.0974
-0.6213
0.738
0.3842
-0.9761
0.3344
-1.5868
0.2716
1.2576
-0.5044
-1.3298
-0.4191
-0.3376
-0.9922
-0.4656
0.9774
-0.7769
-2.0174
0.0158
-0.6114
-0.5836
-0.9332
0.3606
-0.7804
-0.6423
1.1268
0.0582
-0.9867
-0.7547
-0.428
0.3722
-0.6079
-1.9489
-0.4358
-0.6606
2.3997
-0.2428
-0.4409
0.4487
-0.3582
0.4643
1.1028
-0.359
0.0772
0.5918
0.0154
1.7368
-0.4754
0.2003
-0.5283
0.183
0.1889
-2.0578
-0.8862
-0.578
-0.5736
0.2145
-1.0349
-0.0293
1.3064
-1.2473
0.0608
0.4722
-0.1312
0.8677
0.74
1.8441
0.427
-1.0592
-0.8008
-0.8974
0.5714
-0.0423
1.3414
-1.1204
-1.3164
0.6567
-0.6895
-0.2019
0.7007
-0.3604
-0.2369
-0.8669
0.237
1.0419
0.3017
0.4659
0.4229
-0.0008
-0.0699
-0.8313
0.4477
-1.2724
0.4273
0.954
-0.3902
0.2015
-1.3671
-0.846
-0.7197
-0.1395
-1.0154
0.8557
-0.4873
-4.2902
-0.0099
-0.1811
-0.8337
1.8864
-0.8764
-1.9313
-0.5587
-0.7799
0.0847
-0.8256
-0.2935
1.0902
0.5592
0.9049
-0.5458
-0.2226
-0.1512
2.0141
0.0259
-0.0964
-0.3283
-0.7964
-0.0616
-0.2024
0.4807
-0.7526
0.6963
0.6181
1.779
0.6957
-0.4232
-2.2527
1.2591
0.7589
-0.5607
0.9239
-0.2245
-0.1132
1.6448
0.5547
-0.1982
-0.3076
0.6299
0.0679
1.2651
-0.0791
-0.5003
0.3433
0.49
-0.8742
-0.9354
0.0852
-0.1666
0.4021
-0.1036
-1.5253
-0.8279
-0.6721
-0.0635
0.2463
0.6555
-1.1049
0.8858
0.1707
1.6444
-0.7335
0.0676
0.0975
-0.4184
0.4308
-0.4567
0.6682
0.0611
-0.5376
-1.6258
0.0273
-0.5404
0.413
0.1971
1.5764
-0.0117
-0.6581
0.4429
0.7358
1.5646
-0.5701
1.082
0.6836
-0.0434
-0.6999
0.2079
1.4661
0.3145
-1.0734
-0.4315
-0.2745
0.9605
1.2087
-0.5237
-0.0035
-1.4687
-0.6393
-0.0355
3.892
-0.707
-0.1292
1.0302
0.0383
1.0147
0.3887
0.5638
1.2501
0.4673
-0.012
1.4738
1.6721
-0.1015
-0.3572
-1.2363
0.5597
-0.224
1.1505
-0.595
0.891
-0.5679
-0.9522
-1.1079
-0.0516
0.9313
0.9686
0.8189
-0.4635
-0.4189
0.4716
2.8936
1.2329
-1.3812
0.7806
-0.0217
0.6028
-0.7711
-0.0475
-0.0135
3.0725
0.8001
0.0628
-0.8934
-0.6413
0.6227
-0.4964
-0.3302
-0.0201
-1.3298
0.9586
-0.8555
-0.3606
-0.8761
-0.2241
-0.2125
0.5081
1.3786
-0.6023
0.3051
1.3945
-0.2338
1.9492
89.966667
0
487
57.36
BREAST CONSERVING
Breast Cancer
Breast Invasive Ductal Carcinoma
Low
0
Normal
1
Positve
Positive
2
NEUTRAL
Negative
Ductal/NST
0
Post
3
Right
0
3.03
IDC
Positive
1
ER+/HER2- Low Prolif
15
1
Living
-0.898
-0.6789
-0.402
-0.7048
-0.0022
-0.072
0.4888
-1.3397
-0.3322
-1.0858
0.0665
-1.9358
0.123
-0.4938
-1.2752
0.3834
-0.1102
0.0272
-0.6874
1.7144
-0.2904
0.2771
-0.5915
-0.2588
-1.7097
-1.7548
-0.9264
-1.6058
-0.8802
-0.0514
-0.9262
0.6383
-0.2196
-0.5996
-0.8613
0.8025
1.0768
0.1617
-0.5017
-1.6786
-0.9485
-1.3053
-0.8197
0.706
-1.5621
-1.7037
-1.2571
0.4935
-1.007
-1.2727
-1.1821
0.3706
2.2087
0.8908
1.5776
-0.7901
-0.1022
-0.0067
0.002
0.9648
-1.6641
1.0271
0.2392
1.871
-0.6747
-0.1337
-0.2336
-0.7789
0.3171
0.3265
-1.1372
1.5279
-0.5427
0.564
-0.2948
-0.9265
0.8383
0.6489
-1.1925
-0.0788
0.4491
0.5319
0.3322
1.0097
-0.6188
-0.2404
0.8045
-0.7914
0.1184
0.6877
-0.2893
-0.8019
-0.0487
-0.2632
0.9566
1.1133
-0.0921
-1.0534
0.1451
-1.4704
-0.1358
0.1413
0.3931
-0.5179
0.2884
-1.1118
-0.0896
-0.0155
-0.2317
0.8968
2.803
-0.5038
0.8378
1.3713
0.0824
-1.5351
-0.5263
-0.8368
-0.5327
-0.9995
-1.6699
0.535
-0.4356
-0.4864
0.5305
0.6127
0.6322
0.3864
0.8999
-0.2424
1.9913
-0.3385
0.1396
0.771
-0.3413
-0.0801
1.5825
-0.9794
-0.0011
1.3583
0.7805
1.9305
-1.4842
-0.8895
0.2968
0.035
0.713
1.2816
0.367
-0.1376
-0.627
0.378
0.6353
-0.2819
-0.4837
-1.2995
-0.7121
0.4122
-0.0021
0.7105
1.2036
0.2171
0.8021
0.8846
0.6869
0.8482
-0.2306
-0.2785
0.671
-0.3074
-0.1923
-0.5762
-0.4737
0.6306
0.0252
0.1769
-0.3414
-0.6227
-0.9831
-0.3284
1.4714
-0.3988
2.088
-1.1742
-0.3904
-0.2695
0.3454
0.0908
0.2298
0.0831
1.0101
-1.0918
-0.4244
-1.5538
0.0242
0.6317
1.0098
-0.516
-0.0371
-0.8361
-1.2392
-0.2185
0.4038
-0.6945
-0.5988
-0.499
-2.5875
-0.8534
-0.9295
-1.3487
-0.4077
1.2776
-0.8934
-0.4995
-0.6806
-3.5691
-1.3786
0.5128
-0.1495
-0.7256
1.6699
2.3676
0.2383
1.1557
-1.8691
-0.8144
0.198
-0.396
0.0045
1.6518
-0.8537
0.9747
0.0703
0.9633
0.0137
0.2989
1.0663
0.0597
0.5816
-0.5114
0.081
-0.4883
-0.6721
-0.1822
-0.6397
-2.2766
0.6948
-0.1179
0.8819
-0.4807
-0.044
0.3707
1.2646
-0.198
1.8418
-0.6247
0.1127
-0.6469
1.1144
-0.1323
-0.4182
2.0105
-0.3971
-0.4893
-0.76
-0.7002
-0.0468
-0.4924
1.2569
1.448
0.4983
-0.279
-0.4631
1.4096
-0.42
-0.2092
-0.2225
0.2768
1.2174
-1.3907
0.2895
-0.3911
-0.3515
-1.0677
0.5649
-0.0445
-0.6161
0.9678
-1.1714
0.0208
0.6555
-2.0342
-0.6377
-0.7062
-0.4198
-1.1484
0.1096
-0.2786
1.4306
-1.0648
-0.3178
1.2798
-0.004
0.4523
0.0478
-0.6406
0.286
0.1724
1.3367
0.6185
0.2504
-0.2569
0.7004
1.9895
0.7719
-0.101
-0.0382
0.3548
0.9474
-0.1947
0.5237
-0.6639
0.007
-0.5998
-0.8439
-1.1943
0.9423
0.8671
0.0073
0.8002
0.7101
-1.1029
-0.4473
-0.2957
-0.8509
0.0413
2.5402
-0.1654
0.5172
-0.4056
0.9094
0.2815
0.1404
-1.6519
-1.1237
1.2935
1.0981
0.7996
-0.3664
-0.4799
0.1191
1.5339
0.2045
1.2683
-0.7436
0.2964
0.1211
-0.6345
1.3782
0.6431
-0.6666
0.3034
0.8181
0.8819
-0.0822
1.3655
0.1235
-1.132
-1.4429
-0.4787
-0.2261
-0.3904
-1.0141
-1.4243
0.5547
-1.1213
1.0981
1.4205
-0.7206
0.2378
0.5068
0.4698
-0.6281
-0.5119
0.3199
0.193
-0.3148
0.9199
-0.4167
0.2717
-0.7828
-1.4462
-0.6485
-1.5533
1.2314
1.1621
0.5088
0.3548
-0.6236
-0.3181
0.6825
-0.5633
1.0226
-0.5134
0.9648
-0.8679
0.7515
2.0377
-1.0858
-1.6025
0.0679
0.3159
-0.8159
2.062
-0.7161
1.1482
0.9473
-0.4479
-0.6411
-0.9616
-0.3006
0.0837
0.5249
-0.9585
-1.2742
0.0842
0.6932
0.7613
0.9003
-0.8841
1.9018
1.9285
2.2126
0.1415
0.3741
0.1469
0.4023
5.1414
1.0201
-0.6123
0.7681
-0.152
1.1208
-1.074
0.5174
0.1557
-0.432
-0.5896
-0.0363
0.5259
-0.0994
0.8103
0.7377
5.2376
-0.8543
0.5891
0.0595
-0.0575
-1.6612
-0.1019
1.782
-0.6645
-1.7403
-0.2475
1.2622
0.9057
-0.3786
-0.5125
-1.1255
-0.8285
-0.0482
0.5101
3.8887
0.3285
-0.4964
0.0552
0.8675
0.897
1.794
-0.7752
0.1439
-0.0478
0.1461
0.8529
-0.4675
-1.7231
-0.2885
-0.365
0.6813
86.9
0
488
50.64
MASTECTOMY
Breast Cancer
Breast Mixed Ductal and Lobular Carcinoma
null
0
Basal
1
Positve
Positive
1
NEUTRAL
Negative
Mixed
1
Post
4ER+
Left
0
2.05
MDLC
Positive
1
ER-/HER2-
25
2
Living
0.3462
-1.0711
-0.9374
0.2011
1.0752
0.5891
0.537
0.5929
1.0053
0.3354
-0.5565
-0.2108
1.1576
0.7643
0.327
-0.0575
-0.0437
-0.0904
-0.0208
-0.0667
1.2609
0.068
-0.3838
-0.2418
0.5501
0.6183
-0.4303
0.109
-0.2683
0.1127
1.2922
1.8353
2.3234
-0.7702
-1.9966
2.5357
-1.0496
0.3885
-2.3763
-0.3104
0.3134
-0.498
0.2355
0.0181
0.2538
0.8808
-0.8414
0.9554
0.5801
-1.5069
-0.7906
-0.2958
2.9872
1.7269
-0.7017
-0.0389
1.4775
0.5617
-0.6371
0.2181
-0.501
0.3104
0.4836
0.129
-1.3382
1.4845
-0.0481
0.2844
-0.7189
-1.6326
-0.7167
0.0923
-0.2995
-0.4122
-0.3589
0.8914
-0.4643
-0.8044
1.2935
-0.5456
0.3399
0.8909
-0.6456
-0.0831
-0.4954
2.9197
0.1323
-0.4732
-0.4492
-0.0361
0.4609
-0.2548
-1.538
0.2293
-0.5632
0.5226
-1.9614
-1.5158
0.3273
-0.0535
0.3617
-0.1355
0.1111
-0.7725
0.1439
0.6072
0.9998
0.8076
1.6544
-0.3007
1.1501
3.0284
-0.5658
0.486
-0.723
-0.6598
1.6958
0.7543
-2.1912
1.0165
-0.4633
-0.5107
-0.1144
-1.3465
-0.3306
-2.0993
2.2039
-0.561
-0.9268
0.2006
0.5783
-0.0448
1.2485
-0.0228
0.0156
-0.2654
0.3568
-0.5498
0.3935
0.7876
0.3089
0.3502
0.4568
0.4873
0.2738
-0.9705
0.825
-0.4576
1.3506
-0.3393
-0.5163
0.971
1.0375
1.4253
-0.1323
-1.3531
-0.6085
-0.592
-0.0974
1.6675
3.6484
0.7722
1.7456
1.7513
1.3926
1.1221
0.7495
0.5994
0.9276
-1.5963
0.9257
-0.6476
-0.6463
3.5268
-0.4927
-0.3654
-0.8947
0.7788
0.7378
0.1319
-0.822
0.2986
3.2515
-0.8023
-0.0463
-0.8674
0.6604
0.3263
0.2839
0.4497
-1.579
0.3142
-0.2178
0.0127
0.3375
1.7602
-0.8721
0.3488
1.1818
1.0052
0.6389
0.0427
0.2764
-0.614
-0.8622
-0.4934
-2.6687
-0.9774
-0.157
1.7912
-0.9665
0.6238
0.1858
0.5992
-0.1003
-1.2036
1.6449
0.1781
-0.8959
-1.0777
4.9378
-0.4781
1.6573
1.2863
-1.0665
-0.2192
0.5192
-0.4264
-0.6599
0.766
-1.3553
1.5998
1.9526
0.0406
0.1698
0.3247
1.2679
-0.1352
2.3179
0.0751
-0.9191
0.336
0.2656
0.3559
0.2921
0.2051
1.1918
-1.6756
0.3669
-0.0303
-0.3258
-0.1735
-0.8312
0.264
1.0197
0.2453
1.506
-0.5789
-0.3162
-1.3449
0.7609
0.5941
2.2127
-0.6659
-0.5329
0.6443
0.2389
-1.519
1.6477
2.1177
0.1937
-0.473
-0.8513
-0.8695
-0.4398
0.0219
-1.1022
0.8391
-1.2132
0.3287
-0.6458
-0.7773
-0.4148
0.4347
0.576
-0.8383
-0.0892
-0.6116
-1.1802
-0.1867
1.707
-0.3098
-0.6919
-0.8899
-0.9304
-2.0343
-0.0406
-1.8174
0.0412
-0.4263
0.0269
-0.689
0.2452
-0.1163
0.3084
-0.1289
-0.3791
-0.728
2.2621
2.4467
-0.2205
-0.7056
0.2081
0.1411
0.4478
-0.4766
0.64
-1.0065
2.1308
0.5979
1.352
0.362
0.6118
-0.6035
-0.3889
0.1584
0.3235
-0.1052
0.5218
-1.0691
-0.2457
0.0019
-0.496
1.4414
-0.536
0.3564
0.6897
-0.2285
-0.8908
-0.7172
-0.0245
-0.1078
-1.4851
-0.193
-0.1512
-0.8637
1.2036
-0.3654
-0.2085
0.2347
-0.9239
-0.8387
1.3975
-0.8933
-0.729
-0.4068
-0.9074
-0.6587
0.4333
1.588
0.5085
-0.5226
2.7134
-0.3672
-0.0573
-0.0606
0.2041
-0.7361
0.6819
-0.1281
-1.2012
-0.7385
-0.4417
1.6472
1.0027
-0.8585
1.5746
0.7534
0.9237
0.7245
1.4128
0.1012
0.4503
0.2178
0.5288
-0.2114
0.3214
0.9597
-1.2644
-0.5836
-0.5737
1.0385
-1.0434
-0.557
-0.5012
1.1657
-0.1024
-0.0695
0.4206
-0.7292
1.2677
-0.6154
0.0322
0.7989
0.8983
0.0474
0.8603
-0.2785
0.141
0.5904
-0.236
0.5067
0.9381
6.2668
-0.7942
0.5711
-0.0321
0.52
-0.3387
-0.0788
0.3389
-0.6086
2.0429
0.1347
1.1647
-0.3147
0.4191
1.143
-1.0796
0.8937
0.5722
1.585
1.2655
0.821
-1.1141
0.559
0.7433
2.1327
-0.5515
-0.7192
0.4744
-2.1039
-1.0501
-1.1746
-0.8987
-0.1834
-0.9505
-0.2326
-1.4161
0.1133
-0.7705
0.8486
0.972
-0.7426
0.5835
0.9094
-0.258
0.2881
-1.1238
-0.9226
0.0379
-1.4182
1.0358
-1.4438
-0.0636
-0.1913
0.8221
-0.7317
-1.2266
0.4585
2.3162
1.6395
0.1021
-0.8903
0.4901
1.3034
-0.7304
0.441
2.6502
0.1235
0.476
-0.2287
-0.6609
1.197
-1.4646
-1.4555
1.9111
-0.4067
-0.3978
112.933333
0
489
41.46
MASTECTOMY
Breast Cancer
Breast Invasive Ductal Carcinoma
Low
1
claudin-low
1
Negative
Negative
3
GAIN
Negative
Ductal/NST
1
Pre
4ER-
Right
0
4.02
IDC
Negative
0
ER-/HER2-
10
1
Living
-1.3249
-0.8692
-1.6488
0.5009
1.3895
0.6337
-1.1435
0.4162
0.4932
-0.637
-0.1263
-0.5187
0.6639
-0.4916
-1.5688
-0.1402
-1.045
-0.6957
0.4098
0.5723
0.3697
0.128
1.8732
-0.7612
-1.5334
-1.3127
-0.7544
-0.9482
-0.3498
-2.1019
-0.9685
0.398
2.1913
-1.3112
-1.6028
0.8013
0.2801
0.4244
0.019
-0.4193
-0.015
1.9463
0.6873
-0.7333
-0.7796
-0.6994
-0.6211
1.3138
1.4791
-0.2301
0.2771
0.5011
2.0669
2.026
-0.5971
-0.6769
0.3993
0.2653
-1.1512
0.37
-0.1446
-0.2398
1.5796
-0.6016
0.5999
1.1394
-0.2649
0.687
1.1574
0.2993
-0.5772
0.2224
0.9743
1.7515
1.0119
-0.6084
-2.439
-0.7652
-1.321
0.035
-0.7526
-0.9567
1.6276
0.4385
1.1574
1.0892
-1.3252
-0.7428
-0.8516
1.5098
0.3288
-0.8675
-1.1332
0.2191
-0.7381
0.6612
-1.5995
-1.3508
1.101
-0.5084
-0.1917
-0.2735
2.477
-0.9131
-2.4967
0.9662
0.2271
-1.0566
-0.1208
-1.4245
-0.6416
-0.4747
-0.593
2.9594
-0.8119
-0.6531
0.656
2.4364
1.6813
3.839
-0.9073
-0.8007
0.0999
-1.4872
-0.9818
-1.034
1.4568
-0.2523
-0.8896
0.4558
1.1395
-0.2482
-1.8088
-1.0396
-0.7565
-1.4259
2.1984
0.5592
-0.7738
-1.0639
3.4614
0.9434
-1.0096
0.9148
1.8251
-0.2857
0.84
1.4866
1.8627
2.5178
0.5666
-0.8486
-0.0597
-0.3654
-0.8998
-0.1664
0.6523
-3.5083
-0.1124
1.2234
-1.0925
0.4755
-0.4293
1.7521
0.7318
2.9141
0.0272
2.308
2.0505
-0.9054
0.9446
0.7804
-1.5045
2.8861
-1.394
-0.529
0.5129
0.9456
-1.1536
0.5665
-0.88
1.3938
1.0513
-0.5937
1.8688
-0.0231
1.4894
-0.3836
0.7726
0.4333
2.3666
1.3298
1.0888
2.3693
0.0543
1.2893
-0.1189
-0.243
-1.366
0.4324
-0.5884
-0.2347
0.9896
-1.6724
-0.8573
-0.304
-1.9881
-0.2296
-0.8189
-0.3487
-0.4317
0.1242
-0.4958
-0.1128
0.304
-0.5117
1.7405
-0.5248
0.914
0.323
1.1014
0.2222
-0.4084
-1.2388
1.3652
-0.5847
2.2736
0.4312
-0.4969
-1.0172
-1.0515
1.3312
0.8803
1.3695
-0.5543
-0.2223
0.6054
-1.7017
1.3721
-0.7857
-4.2737
-0.9818
0.2837
2.057
-0.2753
0.7831
0.8297
0.7654
1.2869
-0.4625
0.173
0.0106
-1.606
-0.7779
-0.2729
0.915
0.2555
0.1702
-0.0576
-0.2714
3.1453
0.5263
0.6872
0.027
0.6842
-0.4232
-0.9492
-0.3576
2.3385
0.6558
-0.1797
-0.7303
-1.6354
0.8718
-1.1127
-0.7032
-0.5795
1.9429
0.8764
1.1662
-1.9363
-0.4509
0.3675
0.6911
1.3584
1.4899
-0.1236
-0.7138
-0.6835
-1.1848
3.016
1.7405
0.9482
-0.1768
0.621
0.8046
0.1124
0.4393
0.0911
-0.4587
-0.7738
-0.7602
-1.4263
-0.0121
-1.1156
0.0007
0.2904
-2.754
1.0389
0.5224
-1.1727
-0.2781
0.0101
0.7849
-0.1151
-1.0141
-0.203
-0.4142
0.6324
-0.1608
1.126
0.3819
1.6254
0.218
-0.8659
-0.9892
1.9162
2.1375
-0.2033
-2.3866
-2.5928
-0.8249
-0.4076
1.0158
1.837
-1.9192
-1.0241
-0.1949
-1.0844
-0.5388
-0.918
-0.6436
1.4088
-0.1115
1.4554
-0.4498
0.7202
0.412
-0.5041
0.5063
0.775
-1.0057
1.0438
-0.5589
-0.2579
1.516
3.7477
-0.3306
0.7084
-1.2419
-0.1462
0.602
1.0905
0.1252
-0.2921
-1.6789
-0.5433
0.2422
0.4308
-0.4304
0.0292
-1.0089
0.9101
-0.3923
-0.1162
-2.0427
0.167
1.3045
-0.2768
0.2505
1.6062
-0.9595
-1.2684
0.3154
-0.6248
-0.2286
0.085
1.1228
0.3263
-0.8066
0.6069
-1.1804
-0.0698
1.7026
1.1394
0.271
-0.2567
-0.3247
-0.9202
0.4251
2.1685
0.2747
0.778
-0.9407
-1.8547
0.5011
0.6755
-0.0588
1.046
-1.2433
0.4724
0.6897
1.9643
3.5685
4.2546
1.3996
2.4727
0.8363
-0.9145
-0.6242
0.5917
0.718
-0.4899
-1.4104
-0.7608
0.1174
1.027
0.6677
0.224
1.5979
0.2626
0.7351
0.6241
0.3217
-1.5354
-0.0541
0.0352
2.9671
-0.6633
2.9396
1.4196
1.3099
-1.4079
-1.2427
-1.0215
0.4247
-2.3153
-0.6045
-1.3283
-1.0094
-1.8734
1.5141
-0.0059
1.6991
0.3664
-0.4135
-0.3537
-0.8497
-1.2326
-0.7907
0.1718
-0.4219
0.128
-1.4781
0.2809
-0.6358
-0.0781
-0.488
-0.7892
-1.6433
-0.1883
-0.1979
0.7745
-3.2665
-0.4578
0.6729
-1.5535
-1.0301
0.1369
-0.2001
-0.6331
-1.0291
-1.4124
0.1862
0.8768
-0.2148
-0.741
-0.0762
-0.5625
90.566667
0
490
81.9
MASTECTOMY
Breast Cancer
Breast Invasive Ductal Carcinoma
Low
0
LumA
1
Positve
Positive
2
NEUTRAL
Negative
Ductal/NST
1
Post
4ER+
Right
10
5.06
IDC
Positive
1
ER+/HER2- Low Prolif
30
3
Living
-0.1684
-0.281
-0.7243
0.7995
0.5478
-0.9506
0.5221
-0.5636
2.2322
0.5195
0.7195
-1.2661
0.7323
-1.2233
-0.8512
-0.1208
-1.07
0.5901
-0.1104
0.3465
0.518
-1.6392
0.3826
-0.156
-1.9817
-1.5044
-0.7914
-1.8499
-0.585
0.704
-1.1143
-0.211
0.3181
-0.3455
1.2205
0.4366
0.512
-0.8827
-0.5543
-1.4457
-0.5452
0.3778
0.4318
-0.0324
-1.1747
-1.506
-0.6414
-0.549
-0.208
-0.895
-0.2136
0.5976
0.8735
1.0358
0.2847
0.1356
0.899
-0.8248
-1.4344
0.4505
-1.0459
-1.4369
-1.6641
-1.3454
-0.5723
0.7233
-0.0647
0.2676
0.4638
-0.7857
0.6516
-0.1313
1.0189
-0.8942
0.0597
-1.5728
1.2966
-0.3477
0.7775
0.574
1.3987
0.0871
-0.5322
-0.1138
0.593
-0.5859
-0.3943
0.6494
0.0421
-0.919
-0.2616
-0.7756
0.9704
-1.2433
-0.9932
-0.6911
-0.4768
-0.5611
-0.1337
0.5138
1.3088
-0.6503
0.4235
-0.2633
0.0683
0.8028
2.361
0.2594
-0.1663
-0.3448
-0.6328
0.066
0.1787
-0.2503
-0.8752
-0.7899
-1.1886
-1.9518
-1.1213
-0.6257
-1.4051
0.5191
1.2951
0.2008
0.0842
0.6766
-0.3845
1.0838
0.3791
-0.9713
-0.8651
0.384
0.7023
1.4714
0.633
0.8735
-0.594
-0.6814
-1.5355
-0.7923
0.3614
-0.0966
-1.0648
-0.4406
0.8176
-1.1858
0.0548
-1.3606
1.2858
0.2811
0.5165
0.2255
-0.2266
-0.9789
0.0527
0.405
-0.2353
-0.2444
-1.3627
-0.487
0.8097
1.724
0.0211
0.4488
-1.2407
-0.2535
-0.1529
0.1948
1.549
-0.477
-1.228
-0.3422
-0.1994
-0.9559
0.1381
-0.0967
0.4929
-0.1206
1.2591
1.0286
0.1274
0.8789
-0.1107
-0.8922
0.1424
0.2983
0.0807
2.1192
0.4961
-1.4155
1.3009
-0.3461
-0.1278
-0.7928
2.7478
0.0183
-0.4312
-1.0482
-0.7863
0.3854
-1.231
1.3128
-0.96
-0.7698
-0.6364
4.0916
1.3507
0.5801
0.7674
0.0085
-0.9366
1.1511
-0.4991
-1.4576
0.8545
1.147
-0.9747
2.2679
-0.6075
0.1659
1.655
1.3947
0.4668
1.1622
-0.3016
0.561
0.9972
-1.1784
0.2224
0.8079
-0.4517
-0.369
0.7
0.1084
0.4215
-1.4342
-0.7504
-0.5403
-0.9669
0.0396
-0.7155
-1.0312
-1.1841
0.4012
0.0135
-1.713
-1.3506
0.5363
1.3301
-0.0107
-1.1427
-0.457
-0.7288
0.5105
0.4461
-0.5559
0.5742
-0.3444
-0.7615
0.415
1.0391
0.0748
-0.2923
-0.5076
-0.6996
0.1786
0.4029
0.7057
-0.0543
-0.7633
-2.0545
-1.4133
-0.4055
0.2721
1.9863
0.0796
1.5693
0.2236
-1.6385
0.0364
1.3439
-0.1548
0.3212
1.3381
1.2223
0.1517
1.2822
-0.4757
0.0969
0.8727
0.1401
-1.263
-0.144
-0.345
-0.4946
-1.0802
-0.4396
0.1582
-0.1739
0.1044
-0.0254
0.7212
1.2631
0.3088
0.5032
-0.8545
-0.9421
-1.5479
-0.5454
0.0508
-0.9642
1.7281
-0.1525
-0.6877
-0.1632
0.9715
-0.669
-0.9171
-1.6072
-1.2135
-1.127
-0.2299
-0.8845
0.5542
-0.8118
-0.6454
-0.4291
1.9069
-1.7728
1.755
0.4415
1.4634
0.054
0.5507
1.6019
-0.5129
0.0216
-0.1515
0.8825
0.1049
0.3303
1.0927
-0.3842
-0.4369
-0.8393
-0.3813
-0.4473
0.0177
-0.2236
1.3006
0.4606
-0.8671
0.3446
-0.9505
-1.4109
-0.5142
-0.6997
-1.1527
0.9294
0.6328
-1.3313
-0.055
-0.1041
-1.0723
-0.5531
0.0343
-1.2644
0.3368
-0.4534
-0.3058
-0.3182
0.0753
-1.1301
-0.8673
-0.0878
-0.3316
0.3438
0.9384
-0.9927
-1.08
-0.7112
0.9895
0.5323
-1.3164
-0.6771
1.6914
0.7476
2.0721
-0.2995
-1.5633
1.8278
-3.5966
0.1061
-1.1007
1.0164
0.5792
-0.1232
-0.6355
-2.6528
-0.3117
0.2565
-0.8055
-0.5248
3.4118
-1.5103
0.1637
0.4525
2.1588
-0.2341
-0.0007
0.6552
-0.7586
-0.1601
-0.3961
0.8126
-1.4257
-0.1407
-0.8416
-1.418
0.5228
0.8536
-0.9814
-0.4712
-0.8709
-0.2739
0.3401
-1.3373
-1.5496
0.3073
0.0547
-0.4323
-0.3818
-0.504
-0.0152
0.2634
0.0242
0.0737
0.0366
0.0721
0.5468
-1.133
-0.7832
-0.2535
0.5162
1.3611
-0.7655
0.199
0.1823
-1.5483
-0.3409
0.7321
0.1156
0.9456
-0.6044
0.5161
-0.7705
1.8123
0.8144
0.5389
-1.7392
0.4491
-1.0849
-0.9103
-1.6412
-0.2132
-1.2401
0.8124
1.17
-0.465
-2.1456
1.3229
0.6768
-0.3092
-0.208
1.9797
1.3347
0.6406
0.5279
-0.5561
-0.9668
-0.3084
-1.0545
1.4228
0.2608
0.2378
1.1279
-0.192
-0.162
-0.8201
101.966667
0
491
43.4
MASTECTOMY
Breast Cancer
Breast Invasive Lobular Carcinoma
High
0
LumA
1
Positve
Positive
2
NEUTRAL
Negative
Lobular
1
Pre
4ER+
Right
0
3.06
ILC
Positive
1
ER+/HER2- High Prolif
30
3
Living
-0.4438
1.0197
-2.7122
-0.2763
0.4183
-1.0222
-2.1256
0.4086
1.3732
-0.5268
0.0378
0.6828
-0.998
-0.9434
-0.856
1.1421
-0.5258
0.069
0.1105
1.358
1.7351
0.1002
-0.4647
-0.197
-0.4778
0.3705
-0.3677
-0.0205
-0.8338
-0.7002
0.2154
0.2774
0.2258
-0.1193
0.5855
0.8676
1.1496
-0.9734
-1.7002
0.1675
-0.115
-0.7316
0.6617
1.8528
-0.8753
0.3415
0.3281
0.8296
0.6854
0.3944
-0.3595
0.8801
1.5775
-0.4005
-0.4338
-1.2652
-0.2199
1.1386
-1.1379
-0.707
2.1226
-1.4953
-0.3115
1.2933
-0.5301
-0.9039
-0.4146
-0.3913
-0.6727
0.8756
-0.6633
0.3127
-0.3882
-0.4616
0.7798
-0.63
0.0872
-0.303
0.5182
-0.7364
-0.4387
0.3529
-0.3974
-0.3044
-0.7004
-0.1944
-1.1472
-1.4948
0.0103
0.7488
-0.2033
-0.3675
0.4605
-0.4395
1.0664
3.2188
-0.302
0.2226
0.5325
0.0018
0.1473
-0.2445
0.1946
0.8933
0.3791
0.1351
-0.4374
0.2517
-0.2264
0.9366
-1.6274
-0.3673
-1.2392
0.235
-0.4102
-0.1982
-0.0673
-1.3549
-0.7357
0.0931
0.2018
0.7009
-0.1623
-0.946
-1.2658
-0.4041
-0.3526
0.2741
-0.1206
-0.4034
1.6194
0.011
-0.7649
-0.7964
-1.8696
-0.0423
1.0581
-0.4486
0.5945
-0.4904
1.4928
0.934
0.2374
-0.2384
0.8785
0.055
1.2591
0.3173
0.1652
-0.3745
0.287
0.0187
-0.5223
0.5838
0.2034
-0.6376
-0.3443
0.3035
0.7171
-0.9973
1.4619
0.237
-0.3368
0.8879
-0.3447
1.6067
0.6272
-0.7145
-0.9948
-0.5139
0.3097
-0.1143
-0.231
0.0449
-0.3211
-0.3331
0.3974
-0.1562
-1.2806
-2.1546
0.3844
-0.3817
0.0977
-0.5059
-0.6319
0.0921
0.2691
-0.9883
-1.0655
-0.2275
-0.0939
0.0578
-1.1048
1.3997
-0.0709
1.1601
-0.8785
-1.0404
-1.08
-0.4995
-0.7019
0.0864
-0.7995
-0.5283
-0.7406
-0.4657
0.7864
-0.6152
0.1188
1.4196
-0.0624
-0.3683
0.5007
1.3212
1.2611
0.5214
-0.2634
0.552
-0.2495
-0.4898
2.3008
0.2692
-0.0004
0.3182
-0.0357
-1.0051
0.2885
-1.1908
0.5884
-0.6
-0.7324
-0.135
0.0685
-0.1687
0.4864
-0.9508
-0.2107
0.5292
-0.0408
0.043
0.0242
-0.6253
-0.8196
0.6503
0.2936
0.4058
0.5094
-0.2576
0.4015
-0.2872
0.1941
-0.7264
-0.8445
-0.469
-1.1293
-1.0768
-0.5905
-0.3894
-0.1438
-0.211
-0.2063
-0.3946
-0.35
0.001
0.754
2.4516
1.1313
-0.7326
0.3032
-0.2347
0.2704
-0.7308
-0.1743
1.5273
0.3325
-0.0967
-1.1819
1.4226
-0.358
-0.8484
0.5457
-0.7499
-0.8599
-0.2589
-0.2849
0.6545
0.2714
-0.3368
-0.0693
-0.064
0.0418
-1.864
-0.4783
-0.7275
1.0455
-0.5094
-0.4437
0.7258
-0.3821
1.4948
-0.3217
-0.5762
1.183
1.1008
-0.1516
-0.3995
-0.4896
1.9664
1.051
0.1406
-1.0712
0.9696
1.4666
0.925
-0.2338
-0.1547
-0.3666
0.0778
1.3922
-0.3779
-0.0297
0.3417
-1.5704
-0.6941
-0.5741
-1.1992
1.1222
1.1857
-0.8802
-0.1119
0.2927
1.0118
-0.2066
0.4872
-0.5751
1.2475
-0.4087
-0.1299
-0.6711
1.098
0.587
-0.5158
0.771
-0.3278
-0.0948
0.0281
-0.5446
0.239
-0.1178
-0.2004
-1.2032
0.3521
-0.2684
-0.3151
-1.4961
-0.4972
0.9301
-0.319
1.3599
-0.5811
1.2539
0.9449
-0.7893
0.1995
-0.1955
-1.7551
0.0091
0.9777
0.5024
-0.5375
0.7316
-0.9137
-1.0104
-0.7138
0.0678
-0.0822
-0.0262
0.4368
-0.1276
-0.8062
-0.5878
-0.5405
1.0831
-1.4578
-1.0184
-0.4432
-0.0212
-0.1473
-0.5335
0.9041
-0.4396
0.5141
-0.4782
-0.7669
-0.4355
0.4527
-1.7322
-0.3852
-1.2611
-1.4233
-1.0013
-1.2476
1.0606
1.8591
-0.2819
-0.7781
-0.0473
-1.0046
-1.0994
-1.1067
-0.3369
-0.6053
0.5491
0.3803
-0.1298
1.4823
-1.3269
-0.2522
-0.0421
0.2162
0.5846
1.2457
-0.2513
0.0821
1.3721
0.0282
0.545
-0.46
-0.056
-0.2609
-0.4745
-0.1749
-0.2912
0.4976
-0.119
-0.2923
0.6442
1.6984
1.0355
0.0828
2.5137
-0.2104
-0.0515
-0.6653
0.4333
-1.2224
-1.5228
-0.3912
1.0458
-0.6397
0.175
0.7989
-0.0055
-1.2481
-0.4297
-0.4067
-0.0557
1.306
1.2533
-0.6292
-0.291
-0.5966
0.3495
-1.178
-0.6752
0.2545
0.1004
-0.582
0.049
-0.7007
1.6876
0.3968
-0.0219
0.3961
-0.4285
-0.0992
-0.3807
-0.0511
-0.7564
-0.2163
-0.565
-0.9956
-0.9124
-0.3833
0.5642
-0.5663
-0.4146
0.1638
0.6588
125.8
0
492
85.21
BREAST CONSERVING
Breast Cancer
Breast Mixed Ductal and Lobular Carcinoma
null
0
LumB
1
Positve
Positive
3
NEUTRAL
Negative
Mixed
1
Post
8
Right
0
4.056
MDLC
Positive
1
ER+/HER2- High Prolif
28
2
Died of Other Causes
0.6447
-1.0811
-1.4039
0.657
-0.7456
0.4513
1.6338
-0.4525
1.0444
0.3591
1.6733
-1.6925
1.1761
0.311
-0.3917
1.2277
2.0157
0.3095
-1.5918
0.4538
0.7526
-0.4487
0.2363
-0.8396
-0.0183
0.4911
-0.9553
-0.8023
-0.3336
0.4647
-1.5248
2.1877
-0.9564
-0.6852
-1.6973
0.7094
1.4707
1.7179
-0.5128
-0.5531
-1.3363
-0.0445
0.747
0.5208
-0.138
-0.8818
-0.0471
0.1166
-1.1724
-1.8792
-2.0415
0.7092
-0.5208
-0.064
0.1502
0.3504
0.726
-1.4964
0.7501
0.7136
-0.0326
-0.6081
-0.6672
0.4122
0.575
-1.6241
0.5765
-0.5345
0.6647
-0.8074
0.0046
-0.215
0.6203
-0.3739
-1.143
0.5656
1.1772
1.4751
0.7373
-0.3206
-0.024
0.1053
-1.1404
0.1126
-1.1416
-2.0367
0.1528
0.4206
1.4492
-0.1129
-0.7909
-0.3278
1.2286
-0.2789
2.0869
0.4928
0.0397
0.138
0.2903
-0.1543
0.647
1.6278
-0.6324
0.0069
-0.4339
-0.6541
-0.155
-0.63
-0.7015
-0.2458
0.5932
-1.5714
0.7166
-0.8279
0.7197
-0.663
-0.7
-1.1366
1.6383
1.1337
0.0173
1.1622
0.1398
-1.1173
1.5122
0.5084
-0.1756
1.3741
2.4522
0.7323
-0.5264
-0.4148
1.4413
1.5812
1.0347
0.0161
0.2062
-1.8721
1.2093
-0.8675
-0.1104
0.8931
0.2246
-1.357
-0.9026
-0.7466
1.3302
-1.9707
-1.6219
-0.7989
1.1747
2.7377
-0.36
1.1271
-0.4776
-1.9515
-0.5163
-0.1284
-1.6932
-0.1844
-1.2085
0.9012
-0.7624
0.3342
-0.1469
-2.1058
-1.6216
-0.955
-0.7974
-0.8909
1.4756
-0.5113
1.1475
-0.9154
1.0481
-0.2615
-1.0502
-0.3499
2.6325
0.3299
1.5637
0.1214
-1.4021
-0.4006
1.8162
-0.676
-0.0612
0.8628
-0.2498
-1.1664
-1.7356
-2.4574
2.6799
0.4181
1.2497
0.0558
0.022
0.6325
0.8532
-0.2021
-0.9105
2.3891
-0.0074
-0.0167
-0.5472
-0.0831
-2.534
-0.6528
-0.8543
-0.2061
0.3187
3.2519
1.0164
-1.1769
-1.7998
0.7439
0.562
-0.5331
-1.4518
0.0754
-1.3576
-1.122
-1.5283
-1.9205
0.7473
-0.0375
-1.0903
-1.191
0.0366
0.4259
-0.423
-2.6879
-1.1923
1.0574
-0.8291
-0.9831
-2.1655
-0.4557
-1.4251
-0.9087
0.3053
0.1654
-2.2141
1.6597
0.682
4.1786
-0.6527
0.581
-0.5783
-0.6531
-1.0308
-0.1223
0.0925
-1.4784
2.1944
-1.1822
0.0003
-0.5734
-0.2757
0.0621
-0.7762
-0.2334
-0.4082
-0.4177
-1.2248
-1.2022
-2.1771
-1.1774
-0.7505
2.0066
-1.1233
-1.1092
0.833
-0.7018
0.7531
1.8186
0.9753
0.2022
0.0566
0.8623
0.4634
-1.0088
2.0219
0.4392
0.219
-1.8554
-1.1009
0.8753
-1.8198
1.0268
-0.829
-1.4015
-0.7284
-0.4352
1.1135
-1.2903
0.2129
-1.1423
3.8585
-1.1466
0.4618
-0.1783
-0.6394
0.9154
-1.3627
-0.1602
0.7674
-0.2897
-1.6774
-0.991
-0.194
-0.3471
0.3131
1.6293
-0.0154
-0.9987
0.5554
-1.6714
0.4477
0.2257
-2.0551
-0.3556
-1.2176
-0.7391
-0.7383
-1.525
-0.3931
-0.4866
-0.6561
-0.7292
-1.632
-0.4225
-0.3335
-2.4675
1.2527
0.0296
0.5554
-0.1934
-1.2658
0.6318
-0.947
1.4161
0.975
-0.6126
-0.2701
1.582
0.0348
-0.2889
-0.5106
-0.3395
-0.1144
0.7125
0.5553
2.3928
1.106
-0.131
-1.3446
-0.2359
-1.7261
-1.3398
-1.0144
-0.6931
-0.6689
1.0375
-0.0829
0.5121
-0.8903
0.9105
-1.4524
-0.4703
-0.9794
-0.507
-1.3791
-0.4461
0.5592
0.1009
-1.5946
-1.9569
-0.372
0.0481
-1.1113
0.5343
-0.2949
-0.4768
0.8985
1.2698
0.2164
0.4139
3.0599
-0.9812
0.3984
0.6379
-0.3276
-0.9226
1.3643
0.2647
1.1352
1.1661
0.3941
-0.1627
-0.6584
0.1866
0.6136
-1.4167
0.7137
0.3138
-0.983
0.0659
0.5149
0.3719
0.7341
-1.2562
-1.2158
0.1963
1.6243
-0.91
0.0332
-0.9995
0.8575
0.1286
0.1478
0.219
-0.7164
-1.0863
-0.8353
0.1303
-0.0475
-0.2581
-0.5408
1.2619
-1.3942
-1.5168
-1.1447
-1.211
0.3135
-0.0603
-0.5222
0.3131
1.4144
-1.6412
0.5606
-0.149
1.5944
-0.4674
0.4224
-0.4257
1.4148
-0.5228
-0.5299
1.1387
0.4498
0.7893
1.511
-0.6544
-0.6038
-0.7074
0.1321
0.3552
-1.2215
-0.1763
1.0031
-0.4744
0.803
-0.8246
0.2745
-0.3982
-0.7624
1.0198
-0.3445
1.3837
-1.2691
0.274
-1.5296
-0.2949
4.5987
1.5256
0.4627
0.6474
-0.2238
-0.7771
1.0668
0.2016
2.316
0.3346
-0.56
1.3833
0.9213
-0.232
-0.7859
81.133333
1
494
77.22
MASTECTOMY
Breast Cancer
Breast Invasive Ductal Carcinoma
Moderate
1
claudin-low
1
Negative
Negative
3
NEUTRAL
Negative
Ductal/NST
0
Post
4ER-
Left
21
6.08
IDC
Negative
1
ER-/HER2-
40
3
Died of Disease
-1.0444
1.304
-1.2565
-1.0171
-0.1117
0.2456
0.9128
0.4381
-0.7391
-0.6321
-0.062
0.3017
-0.2068
-0.5079
0.1081
-0.1656
0.8263
-0.6556
-1.2358
1.7163
0.7679
0.519
-0.4963
1.6899
-0.3032
0.7942
4.8028
-0.1894
-0.0896
-1.6671
0.1733
-0.1667
0.104
1.6672
-0.7045
-0.1853
1.4611
-0.1546
0.5761
0.223
-0.361
0.7101
-0.3336
0.817
0.0875
-0.8485
1.3434
1.1721
2.0193
1.3837
0.5885
0.5458
1.1215
-0.2172
0.0667
-0.8204
0.9333
0.3223
1.3755
-1.1564
0.5095
0.6551
-0.3747
-1.3368
0.0869
-1.0018
0.6252
-0.1595
-0.011
0.7867
-0.3617
0.1092
-0.2688
0.4796
-0.4527
0.5633
-1.2065
-0.558
-0.6971
0.731
-0.0983
-0.3395
-0.2562
0.5591
-2.2503
0.4285
-0.3232
0.0028
-0.4127
-0.5796
0.0176
-0.1456
-1.1004
-0.3822
-0.3211
0.0591
-0.5483
-0.6041
2.8617
1.0396
0.3164
-0.1524
0.1533
2.975
0.9816
-0.0263
0.0327
-0.4814
1.5831
-0.4801
0.0382
1.0529
-0.3146
1.8636
0.7729
0.0694
-0.7666
0.021
1.6929
-0.3332
0.3339
-0.7615
-1.7294
0.9232
0.0975
-0.3607
0.2959
-0.9228
0.1308
1.3002
0.5327
2.258
-0.6086
-0.8952
0.9689
-0.5344
2.1175
0.1537
-0.2962
0.0712
1.2527
0.7694
0.51
1.771
1.3294
2.8236
0.1963
0.2563
0.5943
-0.6924
-0.398
0.7832
1.8366
0.3818
0.9836
0.664
-0.523
-1.9445
-1.2443
0.6543
0.9619
-0.403
-0.4207
1.5696
1.3419
0.3334
-0.7147
0.311
-1.5693
1.0133
1.7102
2.9735
1.4668
0.2185
-1.7265
-0.6021
-0.341
1.3622
0.9133
0.728
-1.0728
-0.3016
0.2788
0.2084
1.2639
0.554
0.0907
-0.3658
-2.0302
-1.4395
0.8407
-1.0119
1.2587
0.3592
0.2575
0.5462
-1.3141
0.138
0.319
1.1905
0.1748
-0.9685
-0.8501
-1.2701
1.0875
2.6455
1.2232
3.8947
-0.6216
0.9436
-1.2944
0.3063
1.451
-0.3776
1.9885
0.4602
-1.4321
-0.133
0.2751
0.5081
-0.3416
-1.0732
1.1882
0.6576
1.4651
0.2944
-0.5186
-0.7965
-1.3695
0.0953
0.0038
1.784
0.2008
-1.2912
-0.4498
-0.2692
0.5579
-0.5742
-0.2441
-1.8177
-0.5652
1.0962
-0.4028
-0.087
0.5864
-0.5793
-0.5124
-0.5913
0.6726
-0.304
-0.056
-0.5772
-0.5381
-1.1239
-0.2685
-1.2518
-0.2456
0.6278
-0.0049
0.2973
0.2216
-0.3111
-0.4551
0.5723
-0.8215
0.1649
-0.5678
1.1739
0.9525
-1.626
-0.9477
-0.8255
1.3989
0.1265
0.6436
-0.895
0.1142
-0.7197
-0.643
0.5995
-2.1938
0.3547
-0.1742
0.4739
-0.2573
0.3037
1.1761
-2.0502
-0.2232
-1.1161
-0.936
-0.3172
-0.8013
0.6726
1.1817
-1.3733
-0.306
-1.5455
-0.6229
2.0132
0.3891
0.5436
-0.99
1.4596
0.9698
-1.6984
0.1242
0.2549
1.6498
-0.4083
-0.1969
-0.8278
-0.4588
-0.5843
-0.6885
1.6137
-1.1117
-0.6635
0.2943
1.9976
0.0252
0.0762
-0.1204
-2.1149
-0.6264
-1.0497
-1.2152
-1.0795
-0.358
-0.8823
-0.131
1.6324
-0.7754
0.8676
-0.7447
-0.1752
-0.3449
0.5972
-0.4809
0.2252
0.6047
0.3225
0.3498
-0.124
0.3591
-0.4288
-0.2196
3.5774
-0.0596
0.5835
-0.7684
0.7626
-0.8934
-0.137
1.7217
1.6522
-0.5025
0.0707
-0.5334
1.0625
-0.9377
-0.3975
-0.6098
0.2125
2.4717
0.3359
0.8251
-0.4522
0.3856
-0.5249
-0.124
-0.3889
0.8096
-1.3243
-1.1956
-0.9876
-0.15
0.1538
0.8062
-0.2614
1.5299
0.9092
0.5869
0.4855
1.2226
-0.5659
0.7354
-0.3916
1.7566
0.0908
1.2285
0.854
0.8637
0.6059
-0.2862
0.4151
-1.3307
-0.8676
-0.016
-0.8032
-1.2209
0.2133
0.5819
0.8181
-1.2897
0.3949
0.8559
-0.7578
1.7066
-1.4476
-0.5757
-1.6428
-0.6365
-0.2135
-0.7429
0.2791
1.0223
0.4191
-1.0598
0.6824
0.2413
-0.8246
-0.5836
-1.0046
0.3899
-0.2415
-0.317
0.8042
1.2056
-0.4003
-0.8213
-1.4907
-0.7418
-0.2177
-1.2052
0.054
0.4933
0.6711
-0.5621
0.4406
-0.7515
-0.3348
-0.6526
-0.2828
1.4247
1.5201
-0.115
0.5685
0.3063
-0.9095
-1.0623
1.6961
-0.3283
-0.2572
0.8348
-0.152
0.7784
-0.5228
2.2165
-0.799
-1.234
0.0521
1.0088
-0.6195
-1.0811
2.0757
-0.2568
2.4886
-0.3724
0.7348
1.1475
-1.0667
-0.6036
-0.4339
-0.2222
-0.6972
-0.2671
0.2447
-0.1638
-0.146
0.3313
0.0037
-0.5823
0.7512
-0.9808
-1.4851
0.1895
0.0004
0.829
36.633333
1
495
63.19
MASTECTOMY
Breast Cancer
Breast Invasive Ductal Carcinoma
Low
1
claudin-low
1
Positve
Negative
3
NEUTRAL
Negative
Ductal/NST
1
Post
4ER+
Right
7
6.038
IDC
Negative
1
ER-/HER2-
19
2
Died of Disease
-0.3861
0.8951
-1.4216
0.2375
-0.1701
-1.8519
-0.6246
-0.2387
-1.0661
-2.0864
0.1343
-0.9423
0.6399
-0.6076
-0.5498
-0.5202
-1.4437
-0.5168
0.4677
1.618
1.2473
-0.0748
-0.0241
1.1918
-1.0961
-0.7681
-0.2038
-0.8816
-1.1974
-0.33
-0.1071
0.6656
1.9232
0.2304
0.9875
0.2798
-0.4622
-0.4672
-1.8664
-0.8748
-0.5718
0.1496
-0.8909
0.8738
-1.0094
-0.7656
-0.4483
0.5639
-0.3277
-1.7904
-0.6329
-0.2586
0.1336
0.1454
-0.4347
-0.6268
0.29
0.5641
0.0132
-0.454
-2.7998
0.0527
0.0144
-0.9994
0.0985
0.8657
0.1118
0.8483
-0.7979
-0.4132
-0.4432
-0.3083
-0.0717
0.1603
-1.4337
0.5352
-0.7587
-1.6161
1.449
0.1817
0.7663
-0.3456
-0.3134
-0.6166
-0.8959
1.7672
0.5976
0.5841
-0.7471
0.0165
0.84
0.6922
-0.1672
1.111
-0.346
0.981
-0.6219
-0.4987
2.176
-0.9183
1.6997
-0.6514
-0.4771
-1.113
-0.9378
1.136
-0.6014
0.2239
1.8796
-2.1073
-0.2843
1.401
-0.2024
1.3513
-0.3225
-0.9444
0.0953
-0.5094
1.045
-0.8323
-0.5668
-0.3075
-1.1013
-0.276
1.3363
-0.6158
0.9267
-1.0325
1.2081
0.3877
-0.4591
-0.1605
0.0835
-0.556
1.0593
-1.2376
-0.2354
-1.3878
-0.7
-1.2176
-0.3807
-1.3351
-0.2105
1.9386
1.2825
3.5595
0.1172
-0.9275
0.6672
-0.0957
-0.9905
-2.1478
0.3035
0.8725
-0.2688
1.3211
-0.9332
-3.2208
-1.8118
1.3135
5.0686
1.3155
-0.4732
1.7728
0.4592
1.33
-0.2314
0.8181
3.0987
-0.0546
1.4827
-0.2712
0.2438
-0.6426
-0.5089
-1.2047
-1.1054
-0.379
1.1404
2.0528
0.6403
-0.1566
0.3748
0.3773
1.8927
-0.8666
0.4402
-0.4002
0.3069
-0.8083
1.2321
-0.0547
1.1449
0.674
-0.2244
0.1924
-0.3259
-0.1844
0.0493
0.7179
-1.3144
0.3446
-1.1703
0.3054
1.1766
2.0259
1.2378
0.5275
2.1856
2.0595
-0.5016
-2.2367
-1.0635
0.177
2.4454
1.2419
-0.2207
-0.5442
-1.171
-0.2567
-2.6325
2.4242
-0.0828
-0.0168
1.9192
-1.4681
-0.5713
-0.1832
-0.2502
1.9847
0.5661
2.0402
1.8893
0.3649
1.23
-0.7991
0.0291
-1.0315
2.6793
-1.4429
-2.2802
-1.4207
0.7999
1.5473
0.7928
-1.5084
-0.3281
-0.7259
2.1274
-0.4758
-0.0676
-1.2105
-1.6276
-0.9796
-0.3147
0.2039
0.64
0.1618
0.6296
1.8056
-0.3849
0.2743
-1.523
-0.81
2.0483
1.6926
1.2369
0.6808
1.8303
-0.7147
-0.5571
-1.1864
2.1537
1.5441
-0.2805
-0.5095
0.3179
-1.177
0.7453
1.0286
-0.9111
-0.4355
-0.4942
2.0122
-0.125
0.1677
4.1469
-0.1958
0.0993
0.0384
-1.055
2.1178
0.1329
-0.7378
-0.7773
-1.235
-1.4804
2.1067
0.1795
4.2772
-0.4809
1.3832
-1.164
-0.6171
0.6907
3.2893
-0.3625
-0.9118
2.0576
1.5495
-0.4692
-0.3561
-0.7232
-1.0659
0.5677
1.7445
-0.1921
-1.4053
-0.9112
-0.7849
0.8439
-0.3463
-0.9073
-0.2264
-0.4102
-0.7926
-0.7417
0.6672
-0.9763
-0.5641
-0.0785
2.2336
1.5132
1.5709
-0.4257
-0.6289
0.6093
1.2588
-1.3314
-1.6574
0.3528
0.6349
-2.8399
-1.7875
-0.5681
0.4927
-0.4735
-0.9273
-0.4523
-0.0003
0.4381
1.4831
-1.781
-0.408
1.2403
-0.4164
-0.4009
0.8176
0.159
0.4221
-0.4984
-0.7184
-0.9251
-0.0412
0.0143
-0.3419
-0.3543
-1.0322
-0.1678
-0.1881
-1.5052
1.4972
-0.2463
0.6791
1.2212
-0.8594
1.2144
1.5121
1.4289
-0.1708
5.1587
0.1567
2.289
-0.0103
0.8969
0.0405
0.7667
-0.8227
2.4869
-1.8638
-0.9587
-0.5605
2.2542
0.4721
1.2389
-0.3489
-1.2546
-0.1685
0.2969
-1.0527
-0.4116
-0.7237
0.6096
3.6587
-0.751
0.1021
0.9336
-1.5953
0.7304
-1.5904
-1.0965
-1.6883
-0.0773
1.1463
6.0429
4.5523
0.1735
-0.5778
-0.23
0.3187
0.319
-2.174
-0.6657
-0.1011
-0.7528
0.9925
1.027
1.2086
1.9989
-0.8621
-0.8951
-0.966
-0.8319
-1.2133
-1.6193
0.8781
1.9096
1.709
-0.4806
0.5206
-1.9865
-0.1898
-0.142
-0.4833
0.5591
0.1089
-0.803
0.1588
-1.3534
-0.1435
-1.8025
1.8841
0.3921
0.814
0.5307
2.022
0.4578
0.0812
3.3636
-1.3883
-1.3958
0.9401
4.5462
-0.6158
0.5859
-1.292
-0.0706
-1.2599
-1.9669
0.6569
2.7346
-0.1366
0.2883
-1.3838
0.3387
-0.1868
-0.0474
-0.2835
1.3971
0.0044
-1.6913
0.5731
-0.2673
-2.1902
-0.0171
-1.8341
-0.3172
0.4653
-0.8995
71.8
1
496
60
MASTECTOMY
Breast Cancer
Breast Invasive Ductal Carcinoma
High
1
Normal
1
Positve
Positive
1
NEUTRAL
Negative
Ductal/NST
1
Post
3
Right
4
4.052
IDC
Positive
1
ER+/HER2- Low Prolif
26
2
Living
-1.1997
-0.8366
-1.0626
-0.024
-0.597
-0.0004
-0.0935
-0.6786
0.2024
-1.4904
-0.2782
-0.9549
0.5688
-0.6149
-1.5251
-0.2051
-0.5365
0.4261
-0.3679
-0.3656
1.7053
0.7765
-0.2786
-0.0628
-1.2012
-1.0072
-0.8842
-0.6563
-1.072
-0.6495
-0.5448
0.1811
0.2614
-0.6361
0.4066
1.0692
0.1537
-0.3565
0.2729
-0.9382
-1.0552
-0.1882
-0.8523
-1.485
-0.9964
-0.5206
-1.604
1.1714
0.9927
-0.9021
0.2115
0.7985
0.4371
0.3597
0.7851
0.2428
-0.3747
0.9433
-0.9143
0.9211
-0.757
-0.3161
-0.0202
0.8338
-0.5913
0.3562
-0.4461
-0.5777
0.4315
-0.0013
-0.5722
1.0132
-0.5703
-0.3214
0.3097
-1.5712
0.3948
-0.4939
0.6615
1.0843
0.7082
0.5283
-0.8741
-0.0864
0.0775
1.8689
-0.303
-1.0799
0.0569
0.7714
0.3534
-0.0394
0.1013
0.6801
0.5343
0.7733
-0.9868
-1.3751
-0.5994
0.5397
1.5509
-0.4501
1.1188
-0.1548
0.2419
-0.6634
0.7038
0.1533
0.3905
0.6709
-0.9283
-1.5918
-0.9794
1.3824
-0.2701
-0.0953
-0.5243
-1.0789
0.9996
-0.39
-1.3148
0.5668
0.1412
-1.3487
0.1476
-0.7565
-0.1674
0.3725
0.566
-0.2553
1.4937
-0.4315
0.5578
1.0638
-0.1934
-0.4378
0.9141
-0.8263
0.0309
1.8535
0.1866
0.6831
-0.6379
1.2681
0.3628
0.0777
-0.5862
0.7324
0.3179
0.33
-0.3336
0.3603
0.7108
0.5359
-0.5741
-0.8903
-0.4946
0.1089
-0.4146
-0.0428
0.6149
0.6337
1.3935
0.7567
-0.5024
1.2756
0.1686
-1.196
-0.6513
-0.3647
-0.3744
-1.0006
-1.2539
-0.1371
0.0195
-0.3109
0.5757
1.0782
0.4971
1.2927
-0.4672
1.2997
2.5453
0.2008
0.2728
-0.2788
-0.0169
-0.1171
0.2933
-0.0406
0.2262
-0.0958
-0.7316
0.3771
-0.4631
0.5393
-0.1181
-0.6014
1.3398
-0.3378
-0.4739
0.1197
-0.0933
-1.2237
-0.5131
-0.4003
-0.8752
-0.5932
-0.4336
-0.2809
-1.2841
-0.2864
0.0582
0.0817
-0.2178
-0.1498
-0.2038
-0.0816
-0.6064
0.6769
0.2239
1.2862
0.6254
0.854
-1.1908
-1.0467
0.806
-0.6915
0.1291
0.6106
-1.1374
0.6056
0.581
-0.0944
-0.2405
-0.6995
0.7906
-0.3112
0.3338
-0.2119
0.1853
0.0475
-0.7217
0.3168
-0.036
-2.1657
-0.0151
-0.8127
0.1203
0.2748
-0.5531
-1.2077
-1.6832
0.872
0.1809
0.5009
0.7484
0.2513
0.6118
0.5807
0.3844
1.2474
0.7842
-0.0757
-0.0186
0.5044
1.0287
-1.594
0.8317
1.0665
-0.5387
-1.0155
-0.01
1.5722
-0.2163
0.2801
-1.7495
1.4049
0.3035
-0.7632
0.2032
-0.9869
-0.3654
-0.5917
0.1827
0.5093
-0.6249
-0.849
0.7593
0.2618
0.6718
0.6722
0.0346
-0.7418
-0.4187
-0.7441
-0.4647
1.2176
3.5169
-0.0132
-0.5906
-0.9056
0.6815
-0.2239
0.4272
-0.1123
-0.1901
0.0618
1.0178
0.5895
-0.9712
1.21
-0.6843
-1.337
0.3451
0.258
0.08
-0.4727
-1.0816
-0.3762
1.311
0.4071
-0.4285
-0.7757
-0.6774
-0.6713
0.7972
0.1765
-0.6307
-2.2073
-0.6691
-0.2584
-0.6382
0.5875
0.2891
0.6656
-2.562
-0.6502
-0.2452
-0.1656
0.3375
-0.0252
0.5902
-1.0643
-0.0288
0.1189
0.4136
-1.1039
-0.4449
0.1215
-0.3793
-0.7936
0.2758
1.2197
-0.9838
0.1947
0.0829
-0.1731
1.669
1.1858
1.4728
1.0527
-0.1365
0.0954
-0.7817
-1.1411
0.2526
0.774
-0.195
0.2632
-0.2851
-1.1279
-1.0559
-0.2193
0.7959
-0.2954
0.4453
1.5849
-0.0008
-0.3337
-0.3963
1.7646
0.4723
-1.2086
-0.6138
-0.634
0.0793
-0.0017
-0.8715
0.5455
-1.6435
-0.5926
-0.1723
-0.6277
0.8119
-0.0523
-0.6109
-1.2079
-0.3506
-1.6548
0.2943
-0.8217
0.6466
0.9436
0.3761
-0.2935
-0.1282
1.9829
-1.6815
-0.2605
-0.1628
-0.5027
0.3945
-0.1478
-0.2398
0.369
-0.2935
-0.1234
1.3524
-1.3404
-0.2326
-0.309
1.318
-0.4057
-0.7537
-0.2954
1.5345
0.5344
0.2177
-0.3108
1.4845
1.7122
1.7831
-0.6446
-0.3483
-0.5394
-0.58
2.071
0.3089
0.4189
-1.8175
-0.8572
-1.9461
-0.6949
-0.8711
-0.5561
0.1552
-0.4426
-0.8103
0.3632
-0.112
1.1977
0.4178
3.3728
0.0511
-0.3462
0.197
0.2908
-0.1068
-0.4964
0.443
-0.3613
1.1352
-1.358
1.1822
-0.3225
0.9432
-0.5885
-0.1121
-1.3324
1.2066
0.1429
3.6977
0.1412
-0.1214
0.1083
0.1184
0.8962
1.3555
-0.3884
-0.0661
-0.7289
0.6565
0.4112
-0.1264
-1.8786
-0.2061
0.2515
0.0694
130.9
0
497
57.27
BREAST CONSERVING
Breast Cancer
Breast Invasive Ductal Carcinoma
High
0
LumA
1
Positve
Positive
2
GAIN
Negative
Ductal/NST
1
Post
4ER+
Right
0
3.058
IDC
Positive
1
ER+/HER2- Low Prolif
29
2
Living
0.1938
-1.6391
0.2993
-0.7858
-0.6356
-1.0095
1.9853
-0.0511
0.2007
-0.7741
0.6846
0.5304
1.016
-0.4401
-1.1591
0.1259
-0.1581
1.0306
-0.1955
0.5999
-0.1931
-0.9395
0.1448
-0.6343
-0.7711
-0.9751
-0.5844
-0.0136
-0.4607
1.4577
-0.2457
-0.9061
0.2835
-0.3514
0.056
0.7824
-1.0003
-0.2593
0.5025
-0.4927
-0.9647
-0.1691
-0.8811
-0.4862
-0.3785
0.0932
-0.055
1.5117
-0.039
0.2174
-1.1146
-0.4686
-0.5772
-0.6476
1.3469
-0.4031
-2.1008
0.1301
-0.617
1.0215
1.7234
-0.611
-0.4651
0.5804
-1.0247
-0.3626
-0.8139
0.246
0.212
-0.1094
-0.6056
0.2055
1.2682
0.4736
0.0536
-1.4388
0.5412
-0.3549
0.2245
0.1937
-0.0869
-0.6534
0.5281
1.6175
-0.7281
-1.6215
0.7052
1.2292
-0.0509
-0.9443
-1.1217
-0.4584
0.6763
-0.6929
0.7212
1.3483
-0.8574
1.2154
0.6523
-0.3269
1.2375
0.6444
-0.0683
-0.4228
-0.432
1.2808
-0.69
-0.7905
-1.3502
1.2095
-0.3163
-0.3977
-0.484
0.1746
-0.4767
0.5615
3.0454
-0.3593
0.3706
-0.1375
2.3702
0.701
0.9371
0.9144
1.4245
-0.4531
0.5445
-0.1336
-0.9367
0.2737
-0.0974
-0.2648
-0.2631
-0.9384
0.1542
-0.9235
1.0776
0.0461
0.5362
-0.5604
1.9778
0.6074
-0.4681
-0.8801
-0.3801
-0.5563
0.9014
-1.1983
-0.4294
-0.6831
-0.4632
1.0846
-0.2641
-0.6262
-0.8806
-1.6684
0.7688
1.0134
-0.2295
-0.7207
-0.4313
0.9779
-0.5311
1.0624
-0.3782
-0.0963
0.4816
-0.9407
0.1235
-0.6742
-0.8375
-0.6926
-1.0047
-0.7834
0.3792
1.0229
0.2303
-0.5916
-0.3835
-1.7206
0.3565
1.1101
0.4779
-1.8538
0.5546
-0.8751
-0.4984
0.0513
1.4634
-0.2065
-0.3593
-1.0396
-0.9103
0.3244
0.1321
1.2133
1.1962
0.1745
-0.8549
-0.1427
-0.1757
-0.051
0.8732
-0.9496
-0.908
-0.2781
-0.4698
-0.6014
-1.1543
-1.284
-0.2439
0.8704
0.2008
-0.0462
-0.6832
0.4443
-0.3139
-0.1502
0.4192
0.448
1.2856
0.1859
-0.6282
-0.5095
0.2084
-0.0059
-0.4454
-0.4673
-0.9132
-0.7528
1.8371
-0.5431
0.1214
0.5532
0.6067
-0.588
0.4369
-0.5449
-0.1839
-1.2796
-0.4459
0.2438
-0.5942
-0.7502
-0.4486
-0.2425
-0.9153
-0.645
-0.8438
-0.3864
-0.7354
0.0437
-0.377
0.3404
1.6804
1.7269
0.0099
-0.6981
0.3752
1.0876
-0.6544
-0.1027
1.0782
0.0263
-1.1566
0.134
0.8483
-0.2043
0.4602
-0.3498
-1.7423
-0.4729
-0.1812
-0.5056
-0.3089
-0.3665
0.4578
0.8284
-0.0095
-0.4034
0.8268
-0.7493
-0.0337
-0.1057
0.8727
-0.8782
-1.2
-0.0709
-0.4783
1.2786
1.7581
-0.7921
-1.6444
0.3853
1.2113
0.4753
0.1693
-1.056
0.0311
-0.7751
-0.8429
-0.4185
1.0493
1.566
-0.8905
0.0403
-0.0979
0.4635
-0.1012
0.2033
-2.6852
-0.7706
1.0124
-0.7781
1.7313
-1.2069
0.3112
-0.2835
-1.6998
0.6512
0.5263
-0.5922
-0.122
0.4968
0.9704
-0.6677
-0.3157
-0.5182
-0.8512
0.2941
-0.828
-0.2015
-0.918
-0.5352
1.3821
0.8532
-0.3557
-0.6644
-0.3859
-0.7379
0.5082
-1.2015
2.2912
-0.2336
-0.0468
-0.2056
0.9482
-0.7579
0.6929
-0.9781
0.3735
-0.2372
1.1743
1.1111
-0.6276
1.0646
0.9495
0.2846
1.5855
-1.0446
2.4893
0.805
-0.161
-0.9785
0.3796
-0.3272
-0.1565
1.3665
-0.206
-0.8054
-0.2891
0.367
0.9513
-0.5172
0.7315
0.695
-0.4407
0.5542
-0.7795
-0.208
-0.8604
0.6397
-0.3402
-0.0008
-0.7217
1.1973
-1.1271
-0.2721
-1.1752
0.577
1.0348
-0.2873
-0.4319
-0.6652
-0.6036
0.9426
-0.8973
-0.2213
-1.6254
-0.0909
1.5689
-0.4877
0.9006
-0.6013
0.9388
2.0809
1.0445
0.1861
-0.1303
0.0356
0.7258
-0.1709
0.4052
0.1533
1.3238
-0.7506
0.0954
-0.0404
-0.2971
-1.587
0.2493
0.3954
-0.7116
-1.5759
2.0919
0.3099
-0.1977
-0.7909
-0.2789
0.1366
-0.0592
-0.0314
0.0638
1.0383
1.1031
-0.1122
-1.7112
0.2918
0.4483
-1.1421
1.3253
-1.3501
0.3028
-1.4135
-1.0475
0.4908
-0.1773
-0.3459
-0.9161
0.2653
-0.2688
0.6323
-1.947
0.1017
0.0429
-0.6023
-0.377
-0.7285
-1.0735
-0.5635
2.0817
-0.3092
-0.0881
-0.6675
-0.4754
-0.5329
-0.5375
0.7418
0.5807
-1.0875
-0.5607
0.5337
-0.2199
2.3309
-0.6938
-1.3861
0.2763
-1.3085
0.0073
-0.3628
0.9823
-0.3307
-0.2796
0.1032
0.7811
-0.4724
-0.0734
-0.489
-0.6223
73.7
0
500
36.56
BREAST CONSERVING
Breast Cancer
Breast Invasive Ductal Carcinoma
High
1
Basal
1
Positve
Negative
3
NEUTRAL
Negative
Ductal/NST
0
Pre
10
Right
0
4.044
IDC
Negative
1
ER-/HER2-
22
2
Living
-1.2949
-0.2111
0.3057
-1.8464
-0.8774
-1.5959
0.8397
2.3188
0.5677
-1.2247
0.7334
1.2592
-0.428
1.0238
1.8125
-0.2967
1.6866
0.1556
-0.1165
-0.634
0.5682
0.9974
-0.2598
-0.6424
0.0687
1.7322
2.0682
1.8442
1.0819
-1.8779
0.7558
0.359
-1.2853
2.4536
-0.5515
0.7463
3.108
-0.6117
0.6154
1.3109
1.5779
1.4177
-0.3636
-0.5767
0.5663
1.0225
0.7339
0.2556
-0.4639
0.1868
-0.5902
0.3061
-0.4872
-1.0098
0.45
-0.7768
0.3739
0.9931
-0.0492
-2.2017
-0.8311
-0.8172
-1.0923
0.6062
-1.0607
0.2003
1.1023
0.1821
-0.6159
0.5806
-1.3909
1.0116
1.2138
1.516
0.3581
1.623
0.2853
-0.139
0.0218
-0.0655
-0.5102
-0.4117
-0.5783
-1.5656
-2.1066
0.975
-1.2671
0.3866
-0.171
1.1887
0.7928
-0.616
1.0082
-1.3244
1.5871
0.881
-1.2549
-0.5445
-0.7587
0.0481
0.5445
-1.028
-0.5058
-0.166
-0.8468
-0.689
-1.1297
2.9269
0.7863
-1.3552
-0.395
-0.6781
0.1723
-1.2536
0.2287
-0.4892
0.9655
-0.4618
0.3287
0.525
1.3691
-0.2037
-2.1118
-0.1869
-1.5927
1.109
-0.1622
1.0874
-0.8251
-0.0475
0.9634
-0.5216
0.2736
-0.754
-0.4271
0.4948
0.7305
-0.612
-0.2755
0.4363
0.4006
-1.1836
3.2356
2.9332
0.1584
1.2762
1.3049
0.4598
-0.9669
-0.5264
-0.2811
0.2345
2.3899
-1.1379
0.7349
-0.4511
-0.7879
-0.9767
0.043
-0.0888
0.8489
-0.6273
3.6343
-0.5172
0.5789
-1.672
0.3686
-0.5382
-2.0863
1.4527
0.4292
-0.1471
0.6156
-0.8568
-0.8561
0.6007
-1.0554
-0.3615
-0.4135
1.0227
0.5473
2.7435
1.5571
0.4129
0.3699
0.0831
-0.1959
-0.3426
-1.3063
-1.6431
-0.2107
-2.5795
0.3921
0.8206
-0.0044
3.0363
-1.3735
0.8901
-1.1271
1.0449
0.4834
0.1476
1.7749
0.5283
0.2562
-0.9137
1.0333
-0.0231
-0.2523
-0.5719
4.0709
1.2104
-2.7257
1.1023
-0.1348
-1.2839
-0.4873
-0.1862
-0.2555
0.0017
0.5384
-1.409
-0.6155
2.5829
1.0288
-0.6536
-1.8574
-0.5328
-0.4499
1.7044
1.1743
0.2548
-0.0508
1.1787
-1.1551
-0.8959
-1.0072
-0.8196
1.7999
0.1154
0.9801
1.8224
1.7194
-0.7353
1.3718
0.0256
-1.4238
0.2709
0.2482
-1.603
0.2007
0.3938
-0.7798
-0.2389
0.5525
-2.51
-0.4585
-0.6862
-0.2615
0.5454
-1.5969
0.0757
0.6414
-0.6349
-0.2494
-0.0248
-1.7552
-0.4249
-0.1964
-0.0922
-2.3749
-1.33
2.1709
0.0291
1.0661
0.2779
0.4133
0.128
-1.0079
1.2468
-1.5423
-0.4661
0.0409
2.4441
-0.3708
-1.2129
0.7204
2.5351
-0.5261
-1.2995
-1.1717
-1.0886
-0.6428
1.0607
1.326
-1.4355
-0.2658
0.2852
-0.0514
1.5266
1.7405
0.8606
-1.7226
1.2807
-0.1287
-0.2299
-0.3489
-0.8039
-0.7499
-1.1558
0.3568
-0.9205
1.4293
0.5072
-0.9754
-0.2892
-0.7773
2.1292
-0.3296
-1.6389
-0.177
-0.1218
-0.3369
-1.5272
-1.0115
-2.2759
-1.5368
1.6317
-1.4097
-2.1131
-0.6422
1.2202
-0.4419
-0.3232
-0.0925
-0.6121
0.5595
1.3884
-0.8965
-0.4659
-0.5551
1.2855
1.0375
2.4865
-0.5759
-0.6464
1.5594
-0.5284
3.3506
-1.2216
0.1374
1.5024
0.4156
-1.176
0.7298
0.2747
-0.9866
1.5182
-0.8195
0.1025
-0.5994
0.0681
-0.7005
0.0328
-0.4499
0.3155
3.9631
0.9661
2.0347
2.8177
-0.0304
-0.482
-0.4024
-1.4949
2.9885
-1.2799
-0.5354
-0.5377
1.2883
-0.271
5.5063
0.907
0.4767
-1.2788
-0.69
-1.4783
-0.3783
-0.4242
-0.1192
-1.3416
0.6285
-0.3257
-0.6853
-0.5448
-1.3639
0.1548
-0.8914
1.4721
0.8516
-0.1338
-0.2964
-0.5886
2.222
-0.4129
-0.8789
1.427
0.2554
0.1488
1.9897
0.9182
-0.7649
-0.42
3.4008
-0.2837
0.0527
-0.8018
-0.3279
0.0998
-0.7221
-0.958
-1.059
0.7804
0.1353
-0.5422
0.0405
-0.5477
-0.495
-0.2414
-0.7121
0.3024
-0.7309
0.5295
-0.1261
1.8304
-1.6066
-0.2796
2.2876
0.3797
-2.2847
-0.9528
-0.8129
-0.4367
0.324
0.6766
-0.4738
-1.1005
-0.0492
1.2383
-0.6061
0.3653
-0.0202
-0.6474
1.5447
-1.1843
-1.1824
0.4627
-0.8272
-1.4518
1.0941
-1.0442
-0.265
0.0514
-0.0025
-2.3194
-1.477
3.0068
2.5506
-0.7736
0.3484
1.1431
-0.065
-0.0662
-0.7373
-0.5616
-0.3366
0.3257
3.4109
1.1309
0.333
0.3194
0.8359
-0.1113
-0.2092
-0.2477
-0.6362
1.2307
-0.598
-0.9021
-0.014
67.466667
0
501
48.93
BREAST CONSERVING
Breast Cancer
Breast Invasive Ductal Carcinoma
Moderate
1
LumA
1
Positve
Positive
3
GAIN
Negative
Ductal/NST
1
Pre
8
Right
0
4.042
IDC
Positive
1
ER+/HER2- Low Prolif
21
2
Living
-1.1356
-0.3012
1.0577
-0.3621
0.6214
0.1413
-0.2696
-0.6843
-1.7995
0.3466
-1.4404
-1.5672
1.3236
-0.7108
-1.2646
-0.8206
-0.7434
0.6726
0.2816
-0.6987
1.4691
-0.8648
-1.3142
0.1452
-1.5953
-0.9431
-1.1397
-0.9127
-1.2538
0.393
-0.6613
-0.9031
-0.5825
-0.1075
-0.7626
0.6872
-0.7795
0.3941
-0.9014
-0.9225
-0.5562
-0.1997
0.5756
1.3479
-0.802
-0.1166
-1.0913
-0.155
-1.392
0.5749
-0.7841
0.619
0.2044
0.2662
-0.3678
0.7986
0.4249
-0.2921
2.5672
0.8352
-0.5988
0.0074
0.1504
1.4973
-2.4825
-1.1025
-0.7983
0.25
-1.9294
-0.9116
0.7007
-1.2133
0.5701
-0.489
-0.113
-0.8517
-1.0906
0.8642
0.2108
-1.6428
-1.1971
-1.2825
-0.3716
0.6061
-1.1858
-0.339
0.141
-0.3984
-0.4017
-0.4636
-1.0555
-0.7771
0.1982
-0.3233
-1.5244
2.7545
3.495
-0.135
0.3761
0.1288
0.9098
-0.3758
0.2646
-1.6069
-0.4257
1.3389
0.3894
-0.1679
0.6503
1.5524
-0.3679
-1.1444
0.0756
-0.3024
-0.9785
-0.1422
1.0504
-0.4788
2.2207
-0.1348
-1.5141
0.0069
-0.3129
-1.1585
0.7378
1.5733
-0.9378
-0.6732
-1.1653
-0.342
-0.9083
-0.7042
0.0342
-0.7501
-0.6943
-1.4769
1.5105
-1.4191
0.6528
0.2647
1.7203
0.6961
-1.1542
3.9243
1.3325
-0.5392
-0.9838
1.2638
-1.0063
0.2003
3.4237
-1.4076
-0.5184
-0.1198
-0.8268
-1.1846
-0.0694
0.6073
0.1361
-1.0924
-0.0922
0.0843
-0.561
0.2354
-0.2386
-1.7784
-1.1646
1.182
0.8455
-1.0476
-0.1479
0.1106
-0.3011
-0.0667
0.8795
-0.0154
1.1965
-1.0925
0.5321
0.7973
-2.2173
0.0984
-0.7707
-1.6135
0.7739
-1.0452
-0.1639
2.6434
-0.8395
-0.9125
1.4673
0.1158
1.468
-0.9415
0.5474
0.5498
0.728
-0.641
-0.8055
-0.87
1.3048
0.8942
-0.093
2.682
-0.4847
0.4106
-0.1297
-0.7041
-0.1919
-1.0709
-0.5037
-0.2899
-0.0365
-0.9779
-0.6243
0.3839
-1.6714
0.4247
-0.8912
0.876
-0.8408
0.1732
-0.6242
-0.2715
-1.0347
-0.372
0.6156
-0.4187
1.3371
-0.3986
-1.4032
-0.3102
-0.0896
2.5907
-1.0449
-0.7396
0.3278
-0.0085
-0.6178
-0.6134
0.5047
-1.102
-1.0462
-1.1605
-0.9109
0.5633
-0.0573
1.175
-0.0523
-0.2394
-0.8889
0.2959
-0.8532
-0.2526
-0.4991
0.1776
-0.6608
-0.8467
1.4647
-0.7225
-1.0168
0.8553
0.0397
-0.2394
-1.3303
-0.184
-0.166
-1.6731
-0.1401
1.8396
-0.0361
0.4617
-0.0185
0.5869
0.9877
-0.6382
1.5206
-0.0135
-0.0197
-0.4919
0.6606
-1.6115
-0.1507
0.2092
1.1539
1.6365
-0.3546
-2.051
-0.2641
-1.5827
-1.0501
2.1508
1.2615
-1.3357
0.2268
-1.2559
-0.137
-2.4474
-0.4538
-0.3529
-0.7405
-0.8577
-0.3117
-0.7859
0.0262
0.0988
-0.5407
-1.8758
-0.704
-0.8805
0.4257
-0.4997
0.4803
-0.9401
-0.289
0.4546
0.7217
-0.3358
-0.1712
-0.4695
-0.5268
-1.5324
-0.5404
-0.4756
0.2947
-1.6076
-0.4519
1.351
-0.6063
1.2511
1.3501
0.3414
-0.2849
-0.5672
-1.3222
-0.4295
0.1441
-0.2234
2.9493
0.8508
0.6092
-0.4711
0.4747
-1.6486
-0.8793
0.2999
0.3227
-0.7753
-0.5476
-0.6693
1.6722
0.0697
-0.0619
1.3321
-0.6204
0.224
-0.7052
-1.0303
-0.3979
0.9501
-0.3082
0.0956
-0.3635
-0.3964
-0.6581
-1.7205
-0.8219
-0.1863
-1.4119
0.025
0.615
1.3049
-1.4142
0.1952
0.0754
1.4705
-0.6402
0.5211
0.1939
-1.8421
-0.5766
0.3414
-0.9422
-0.5656
-0.1031
-0.3535
0.2965
2.0808
-0.5877
-0.0159
-0.8313
-0.59
0.4843
-0.2837
0.6299
0.3547
2.2213
-0.8693
-0.7205
1.4629
-0.8163
-0.8093
0.7742
-0.0112
-0.5574
-1.2971
-1.3068
-1.7059
-0.168
-0.9377
-0.0493
-0.2764
1.1688
-0.1863
0.5631
0.5306
2.3695
-0.2371
-0.3051
-0.234
0.308
-0.0461
-0.3679
-1.4197
0.6056
1.349
-0.8581
-0.2897
0.1399
0.6805
-0.6769
-1.2199
-0.9325
-1.3925
0.7122
0.1803
0.4939
-0.5123
0.2851
-0.7794
1.7373
-0.1328
-0.9614
2.1158
0.6583
-0.0364
-1.0594
-0.0036
-0.1984
-0.287
1.0701
1.0941
0.5978
0.4542
1.7786
-0.8605
0.8385
-0.8675
0.5116
0.745
-0.7019
-0.0263
-0.4652
0.0333
-1.3222
-0.7436
-0.0905
-0.3747
-0.4213
-0.3685
-0.772
-0.0947
-0.5779
-0.4349
2.463
0.5526
1.5427
-0.7189
0.4656
-1.0781
-0.7645
0.8331
0.642
0.9622
0.5971
0.6334
-0.4991
-0.3602
2.24
71.5
0
502
56.41
BREAST CONSERVING
Breast Cancer
Breast Invasive Ductal Carcinoma
Low
1
claudin-low
1
Positve
Negative
3
NEUTRAL
Negative
Ductal/NST
1
Post
4ER+
Left
5
6.06
IDC
Negative
1
ER-/HER2-
30
2
Living
-0.2609
1.7517
-1.0225
-2.8808
0.3284
-0.5073
-3.3237
-0.0909
0.965
-0.9978
0.0794
-1.3981
0.5551
0.1081
-2.2744
-1.0006
-0.3624
-0.4636
0.8814
0.4445
1.0456
-0.1538
-0.1431
1.222
-0.4068
-0.2867
0.1317
-1.5944
-1.0652
-2.0251
-0.2353
0.6226
0.4571
-0.5415
-0.3589
-0.0933
3.0333
-0.4939
-0.2278
-0.1022
-0.0717
0.9746
-2.3297
-0.815
-0.9343
0.3342
1.109
0.8299
0.6072
0.0735
-0.8253
0.6163
2.0631
0.0149
3.3621
-1.2261
2.5449
2.133
0.1614
0.3572
-0.8356
1.0878
0.1637
-0.1486
0.2584
1.0027
-0.391
2.5814
0.1706
0.422
-1.8434
0.5702
0.055
-0.7388
-1.8978
-0.5302
-2.2711
-0.055
-1.3491
-0.8616
-1.2877
-1.806
-0.5572
0.0233
-0.2162
0.0926
-1.2499
-0.4979
0.1959
0.1103
0.6469
-1.209
-1.3559
2.6808
0.1526
1.0735
2.3601
-0.5245
1.627
-0.941
0.6861
0.5425
-0.4884
1.0957
-2.596
0.5368
-1.167
-1.7138
1.284
-0.5467
1.9452
-0.3059
-0.2795
2.9933
-0.4292
-0.9223
-0.8669
1.348
1.461
0.207
-0.307
-0.6676
-1.38
-0.547
-0.1588
-0.0452
0.437
3.1099
-1.1659
0.1717
1.2245
0.692
-2.0024
-0.8935
-0.5113
-0.164
1.8158
0.6168
-0.4684
1.8319
0.5774
0.2248
-0.4861
3.6823
2.1577
1.8852
1.0383
1.8137
1.1103
-0.3194
-0.4512
2.4756
-0.5049
0.0952
0.3736
-0.2097
-2.7478
-5.0697
0.7806
2.4224
1.0952
0.747
-0.6679
3.0663
3.6673
0.5811
-1.1702
0.2778
-0.475
-0.0581
2.5803
0.9199
-0.4363
2.3754
-1.5266
-0.4821
-0.6782
0.6612
0.8185
3.0758
0.0591
-0.2895
-0.3426
-0.0054
2.8662
-0.4704
1.6914
-0.2353
-0.1915
-1.2303
1.5104
0.1656
1.2141
2.7758
0.9662
1.4983
0.0853
-0.4514
0.4131
1.8471
1.4533
-0.0464
-0.9244
-1.8327
-0.0362
-0.6393
-1.6118
4.1528
-0.4415
0.4192
-1.1843
0.5118
-0.898
8.1475
1.3829
1.5407
2.3371
-0.0271
-0.6782
0.5666
0.9315
-0.3797
-0.7316
1.6741
2.3719
-0.6843
0.038
0.5004
-0.2165
-0.1461
-1.5361
1.7899
0.8704
0.6583
-0.6
0.1184
-0.3063
-1.2127
2.3908
-3.5087
-6.2254
-0.0363
1.2368
-0.0321
0.9495
-0.0948
-1.3246
3.342
2.3429
-1.1867
-0.0072
-0.6619
2.1292
-2.5512
2.7699
-0.1857
0.3916
-0.4954
-0.2776
0.208
-0.4854
-0.3973
-0.7904
0.3603
-1.3531
-0.6481
-1.0959
-1.2586
1.6068
-0.3633
-0.0777
-1.5847
-1.1612
1.329
-1.4379
-0.9155
-0.1386
-0.4213
-0.2782
1.1583
-2.5993
-1.0376
2.1196
-0.7006
-0.1017
4.0702
1.615
0.6936
-0.2276
-1.4661
0.1413
-0.3385
2.0277
0.8333
0.0138
1.7962
-0.7033
0.1441
0.0128
0.973
0.7333
-0.2418
-1.7321
1.9588
-1.3775
1.0302
0.1989
-0.9867
1.4674
0.4098
-2.236
0.4205
-1.1329
2.3776
-0.5368
-1.5077
-0.769
2.1928
0.3098
-0.4015
0.4461
-1.2591
0.0315
-0.1477
0.5894
-0.9278
0.1339
-0.3349
-0.8913
-0.4661
-1.9428
1.3192
1.7355
0.8667
-0.4983
-0.8112
-0.317
-0.329
-1.4829
0.2678
1.0953
3.5526
1.4552
-1.7246
-0.9027
-0.2271
0.5485
0.7279
-0.7506
2.2299
1.1484
3.2849
-0.2924
-0.6291
0.2171
0.287
2.8808
-0.2927
-0.5532
-0.1438
-1.1591
-1.2193
-1.0706
1.6497
0.3408
1.0631
-1.2822
-1.0561
0.755
-0.4801
-1.127
-0.8504
-0.7128
-0.6411
2.5384
-1.0384
-1.0016
1.3212
1.7507
-1.0945
2.7607
0.9072
0.246
0.0221
0.3594
-1.3403
-1.5714
-0.668
0.803
-4.1726
0.9854
0.0171
0.767
2.9704
1.4065
1.2929
0.0615
-0.8999
-0.1077
-1.3317
-0.4807
-0.7664
-0.9174
0.5064
-1.8901
-0.704
-0.9269
-0.4122
-0.258
-2.4983
-0.7932
-0.5263
-0.782
-0.0957
-0.3636
2.3375
0.2041
-0.1392
-0.2806
-0.0318
1.0227
0.9823
-0.7629
-1.3223
0.5263
-0.0864
0.5749
0.6956
0.5133
-0.1979
1.4986
1.2813
1.6444
0.0233
-1.4337
0.2825
0.0255
0.2165
0.0876
4.0398
0.1304
-0.3546
2.3379
-1.3265
-1.4441
0.0517
-0.5123
-0.4267
0.0444
-0.7656
-1.6653
1.9112
0.1007
-0.7896
2.0096
-0.6042
-0.5834
1.0831
-1.3348
-0.9915
-0.9916
0.127
3.0958
2.1845
-0.3444
-0.0765
-0.3284
-0.8521
0.7027
-0.3535
-0.0663
0.1303
2.4084
-1.5583
-1.2242
2.1169
-0.1592
-2.6219
1.3941
0.0534
1.6022
-0.0613
0.2054
-0.5927
-1.3851
-1.2078
-0.3527
0.3729
-0.8495
82.1
0
503
60.77
BREAST CONSERVING
Breast Cancer
Breast Invasive Ductal Carcinoma
High
0
LumA
1
Positve
Positive
2
GAIN
Negative
Ductal/NST
1
Post
7
Left
0
3.046
IDC
Positive
1
ER+/HER2- Low Prolif
23
2
Living
0.0694
-0.2908
2.0763
0.1344
-0.0808
1.05
0.8546
-0.2226
1.2811
1.4789
1.2473
1.0293
0.5246
-0.842
-1.2507
0.5706
-0.767
0.9223
2.0297
-0.3783
1.0398
-0.812
0.6729
-0.1528
-1.4128
-1.5104
-0.7893
0.0537
-1.235
0.5387
-0.7474
-0.8817
-0.0449
-0.6448
0.0847
0.8231
0.0319
-0.7842
-0.7051
-1.0992
-0.981
-0.5286
0.6
-0.5473
-1.1334
-0.216
-0.2264
2.4756
0.0273
0.2103
-0.2075
1.5211
-0.1523
-0.0754
-0.4653
0.4411
-0.1979
1.5517
-1.5809
-0.0964
-0.7151
-1.1116
-1.1895
-0.6135
-0.8693
-0.1636
-0.6389
-2.2157
0.2888
-0.8308
0.3507
-1.1051
0.5627
0.6988
-0.1439
-1.8078
-0.5136
-0.4623
0.2002
-0.5155
-1.2641
0.159
0.4882
-0.0315
-0.0771
-0.9164
-0.1063
0.5118
-1.3009
0.5686
0.0882
-0.6665
0.4119
-0.8167
0.4738
0.8946
0.2028
1.1903
0.052
0.0801
0.5392
-1.0447
-0.2844
-0.1584
0.3182
-0.5388
0.3559
-0.5253
-0.828
0.9895
0.3066
-0.6691
-0.8362
0.281
-1.6091
-0.4401
1.1307
-0.7364
-0.5889
0.0998
-0.6089
0.1273
1.7048
0.217
1.1004
0.2829
-0.2608
1.0611
-0.5114
-0.636
0.1027
-0.3004
-0.9999
1.2803
-0.3672
-0.0916
1.0016
-1.3641
-0.3398
0.286
0.4076
0.0756
0.2298
-0.7432
-0.1084
-0.5278
2.0465
0.0646
-0.2959
-0.38
-0.2342
1.0036
-0.1387
-0.7723
-0.7106
-0.1888
0.3865
0.5531
0.1992
-0.8165
0.7835
-0.4463
-0.2885
0.1626
-0.0141
0.0218
-0.5027
-0.6895
-0.6273
-0.3177
-1.0304
-1.1358
-1.1008
-0.9565
0.183
-0.3422
2.4526
0.5905
0.1385
0.2743
-0.3267
-1.9966
0.4061
-0.8816
-0.4788
-0.4718
-0.7032
-1.802
0.4306
2.3656
1.0891
-0.5909
-0.8051
-0.9089
-0.7825
1.0191
0.9638
-0.4116
-0.8795
0.1141
-0.6958
0.6397
0.3056
0.4892
-0.895
0.5083
0.6558
-0.6831
-0.5101
0.1242
-0.5648
1.151
0.9494
-0.5026
0.4779
-0.4789
1.0081
0.2327
0.0212
-1.4656
0.6565
0.1435
0.3357
-0.0647
-0.0831
0.4487
-1.2748
-0.3302
-0.831
-0.3157
-0.628
-0.6201
0.3864
1.179
-0.2769
-1.0334
1.4441
-0.8514
0.2647
-1.0593
-0.2445
-0.492
-0.7197
-0.5279
0.0216
-0.167
-0.7072
0.2234
-0.3485
-0.205
-0.5237
1.3998
-0.7036
2.3956
-0.8244
0.1632
0.7667
-0.536
-0.3421
1.4044
-1.5954
-0.0522
-0.024
-1.5193
-2.6214
0.5611
0.5065
0.3952
-0.0307
1.1736
-1.8472
0.6178
-0.964
0.2954
0.8996
-0.6743
-1.2695
0.7756
-0.2173
-0.1652
0.8034
-0.0808
-0.4086
-0.0157
-0.7983
-0.5979
-0.7421
-1.362
0.2174
0.4318
-0.3375
-0.9167
0.8543
-0.3999
0.3346
-0.3607
-0.2793
1.0131
-0.611
0.4395
-0.3089
0.1075
0.7015
0.7065
-0.067
0.3317
-0.4687
-0.037
-0.1193
0.8819
-1.6893
0.3074
-1.4179
0.5805
1.1933
-0.2181
-0.1799
-0.7352
-0.1497
-2.2151
0.3216
-0.0853
-0.3496
-0.6646
1.2379
-1.4218
0.0275
-0.9677
-1.0325
0.2151
0.0783
0.5117
-0.6525
0.6791
0.4756
1.4099
0.3775
-0.7041
0.2414
-0.6558
-0.331
-0.3427
0.8132
-1.3663
1.5635
1.5892
-0.4405
0.6741
-0.584
1.454
0.6731
1.3041
-0.471
-1.0964
-1.1375
1.2495
-0.2091
-0.4431
1.3583
0.1489
0.7221
0.877
-0.978
-0.3871
0.0815
-0.1572
-1.0713
0.744
0.0684
-0.4117
0.9439
0.0955
-0.8236
-1.2828
0.0611
0.7902
0.0716
-0.2989
1.0961
0.6183
-1.0538
1.0023
0.0939
-1.1862
-1.2547
2.2126
-0.6675
-0.3016
-0.2347
0.6303
0.0797
-1.2413
0.1841
-0.9894
0.1587
-1.1775
-0.914
0.0761
-1.8124
1.1549
0.2704
-0.7211
1.3798
1.2775
-0.6424
0.1381
2.9563
-0.7912
-1.2669
-0.4929
0.6526
0.292
0.1236
0.2506
-0.9174
0.2919
0.0076
-0.4429
1.5572
-1.4479
-0.0822
0.4468
-0.5534
-2.0688
0.2001
0.864
-0.5451
0.4609
1.3317
1.2508
0.3501
0.5232
0.3703
0.9637
0.589
-0.2093
-1.6876
0.0473
0.68
0.6
0.5195
0.2684
0.6446
-0.2169
-0.698
-0.2859
0.6262
-0.2205
0.0739
2.6853
0.0186
0.7263
1.4556
-0.8061
-0.1442
-0.834
0.6628
0.2496
0.7742
-1.0439
2.4743
-1.1929
0.1636
1.1646
-0.7703
-0.3299
-0.8806
1.9906
-0.6394
-1.356
-0.61
0.6325
0.7663
-0.1147
-0.6269
-1.4872
1.0608
1.2691
-0.6635
-0.5981
-0.3145
-1.566
-0.481
0.6584
-0.4265
-1.932
-0.2244
-0.1838
-0.8187
101.233333
0
504
68.16
BREAST CONSERVING
Breast Cancer
Breast Invasive Ductal Carcinoma
Moderate
0
LumA
1
Positve
Positive
3
NEUTRAL
Negative
Ductal/NST
1
Post
3
Left
0
4.042
IDC
Positive
1
ER+/HER2- Low Prolif
21
2
Living
-0.1343
0.6989
-0.2139
-0.0756
-0.4761
1.6695
0.4923
0.495
0.8246
-0.2828
-0.0585
-1.3187
-0.1969
0.0424
-0.2313
1.172
-0.552
-0.0108
0.4049
1.2784
1.5623
-0.2374
1.3533
-0.3576
-0.0274
-0.11
-0.3192
0.0779
-0.9363
0.0828
0.6134
-0.2246
0.6773
-0.212
1.2455
-0.0619
0.3768
0.6793
0.0175
-0.5329
-0.7269
-0.127
0.1279
-0.108
-0.371
-0.0207
-0.0958
0.9739
-0.8006
-1.0436
-0.5175
0.393
-0.1189
-1.1305
0.2047
-0.0884
0.6758
-0.3746
-0.2244
0.7398
-0.0306
-0.403
-0.3284
1.2286
-1.3009
0.5084
-0.1829
-0.298
-0.2729
-0.2203
-0.7343
-1.8278
-0.3501
-0.5962
-0.109
-0.8369
-0.8944
-0.4337
0.5308
-0.6034
0.3606
-0.2148
-0.8672
0.2815
-0.6885
0.4968
0.2699
-0.3843
0.791
0.3347
0.0991
0.3518
0.7872
-0.028
0.1237
1.6676
0.0923
0.3519
1.1658
-0.1296
1.163
-0.707
0.4332
-0.2203
-0.352
0.8793
1.037
-0.072
1.3518
0.1281
0.1357
-0.3154
-0.6449
0.3495
-0.9407
-0.8944
0.351
-0.2044
2.8011
0.6237
-0.4146
0.6761
0.7639
-0.4831
-2.4401
1.122
0.0749
-0.5408
0.1811
-0.6138
-0.1844
0.0449
-0.625
0.5225
0.1276
-1.0913
0.3711
-0.4441
1.8509
0.5528
1.6413
0.0068
-0.7863
0.3349
0.4776
0.3958
-0.7754
1.6129
-0.5252
0.4233
0.7834
-1.0147
-0.296
0.7997
-0.8364
-0.6463
-0.347
0.6788
0.4194
0.2515
1.1448
0.4911
-0.5634
0.8476
-0.0521
0.3255
0.1291
-0.5011
-0.6742
-0.8509
-0.1688
-0.9333
-1.0347
0.9968
0.1042
-0.4135
-0.7276
0.7821
0.1331
1.5905
0.8271
-0.0873
0.5044
-0.9605
0.7074
-1.0415
-1.4026
-0.3336
-0.5522
0.3492
-0.0213
-0.4223
-0.7772
0.7257
-0.6825
1.895
0.2636
-0.4169
-0.4664
-1.2632
0.1588
0.9052
0.8425
-0.7864
-0.5987
0.2244
0.2085
-0.3478
-0.271
-0.1448
-0.3057
-0.3384
-2.1579
0.4492
0.5532
1.6334
0.234
-0.2545
-0.0594
0.7009
1.0847
0.9405
0.5417
-0.9662
-1.1555
-1.1107
1.0598
-0.3209
-1.9233
0.253
-0.9076
0.4204
1.0582
0.4169
-0.6498
-0.527
1.6171
0.4623
0.24
-1.0629
-0.1041
0.71
-0.4983
0.2484
-0.0973
-0.043
0.0201
-0.5257
0.5667
-0.504
-0.8889
-0.1169
-0.9666
1.463
-0.7193
-0.176
0.8623
-0.1982
1.0515
0.0844
0.5433
-0.8337
1.227
-0.1925
1.6613
0.4637
1.2805
0.9202
0.5736
0.6303
-0.2016
-0.9883
-0.4248
1.2017
-0.7465
-0.4617
0.6854
0.9413
0.3895
-0.202
0.2388
-1.0895
-0.0177
0.0722
-0.4629
-0.3475
0.2548
0.4545
-0.2037
0.469
0.5537
-0.1078
-0.4198
-0.6825
-1.3381
-0.3905
-0.743
-0.1916
-0.0641
0.3767
-0.1108
-0.7975
1.2312
0.3281
0.4514
0.2108
-0.7392
-0.7283
0.2295
0.6288
-0.5151
0.4876
-0.5495
0.4171
0.887
-0.1386
-0.6168
-0.9909
1.2348
0.664
0.5064
-0.6365
-0.8881
-0.4249
0.4404
-0.3502
1.5064
-0.3855
-0.1946
0.13
0.3622
0.006
-0.3161
0.8895
-0.7514
1.025
-0.74
-0.5846
-0.1451
-0.1747
0.5737
-0.9144
-1.0362
-0.7053
0.5251
0.4542
-0.6161
-0.4392
-0.4833
0.0953
-1.2678
0.1834
-0.8891
1.0439
-0.5575
-0.1219
0.977
-0.4943
1.4684
0.6218
0.7965
0.2076
-0.5704
-1.0646
-0.6008
-0.7352
-0.3571
-0.6644
-0.9452
-0.2295
0.2047
-0.6035
-0.4529
0.2272
1.099
-0.4021
0.6544
0.6483
0.0456
-0.4006
-0.0716
-0.0695
0.9694
-1.6922
0.7438
-0.188
0.2154
-0.1846
-0.6909
-0.2475
0.6932
0.6662
-0.7532
0.0328
1.3097
0.0412
0.1254
-0.1396
-0.0242
-0.9989
-0.686
-1.633
1.3125
1.1529
0.1417
1.9336
-0.2657
0.4874
-0.6548
-0.3182
0.3389
-0.4418
-0.2419
-0.8084
-0.0424
0.1975
-0.8182
-0.9984
-0.479
-0.2195
-1.7951
-0.2219
-0.2838
-0.6787
-0.5714
0.629
0.1332
1.8024
0.0175
1.0791
-0.1127
0.4559
0.5288
-1.1675
0.2999
0.8455
-0.8924
1.3494
0.8544
-0.4722
-0.0518
-0.3406
-1.4668
-0.7532
-1.992
-0.34
0.2079
-0.3531
-0.5606
-0.507
-1.0833
1.4279
0.249
-0.3691
0.4328
-0.5178
0.2487
0.0967
0.2706
2.0825
0.3324
-0.7653
0.0304
-0.5998
0.3293
0.051
0.3083
0.6231
-0.8666
-0.0812
1.0557
0.8783
0.3165
0.6609
0.7066
-0.3767
1.5534
-0.9195
0.6705
-0.5064
-0.0019
0.3565
-0.271
0.5006
0.4757
-0.6504
-0.0277
0.4335
-0.1996
130.466667
0
505
56.38
BREAST CONSERVING
Breast Cancer
Breast Invasive Ductal Carcinoma
Moderate
0
LumA
1
Positve
Positive
1
NEUTRAL
Negative
Ductal/NST
1
Post
4ER+
Right
1
3.024
IDC
Positive
1
ER+/HER2- Low Prolif
12
2
Living
-0.7562
0.5457
-1.0742
0.7366
-0.2822
0.3055
0.1487
-0.4087
-0.376
-0.9688
0.3212
-1.4573
-0.0721
-0.0168
-1.1502
-0.3547
-1.0881
-0.273
-0.2911
-0.3555
0.2784
-0.3775
-0.0432
0.4393
-1.2419
-1.4525
-1.1768
-1.4096
-1.1485
-0.3159
-0.0596
-0.5232
1.0205
-0.1031
0.7798
0.6694
-0.7507
0.6399
-0.348
-1.9213
-1.0919
-1.0511
-0.9507
-1.403
-1.2231
-0.8542
-0.7477
0.6867
0.1204
-0.5302
-0.1136
0.8484
0.8293
1.0181
-0.7218
-0.8885
0.5115
-1.3973
-0.3422
-0.3443
-0.5602
0.4662
-0.6812
0.4865
-0.9708
0.684
-0.3019
0.0438
-1.3597
-0.6984
-0.1768
0.3148
0.5646
0.0527
-0.5306
0.3378
0.964
-0.9299
1.7743
0.4585
1.2106
0.5166
0.2001
-0.64
-1.4378
-0.9564
0.3092
0.4849
-1.1122
-0.234
0.3604
0.0895
1.3159
-0.0027
-1.0182
0.1002
-0.9827
-0.7115
0.5825
-0.5624
-0.9333
-0.0266
-0.0214
-0.2875
-0.0808
0.3579
0.6683
0.4447
1.1721
-0.069
-0.6355
0.3485
0.6163
1.5434
-0.3414
-1.2321
0.2063
-0.4032
-0.9524
-1.9723
-1.6864
-0.1658
0.7083
0.1764
1.7687
0.1496
0.2304
0.0495
0.9014
0.1798
0.7297
-0.4351
0.3605
-0.3108
1.3655
-0.3301
1.7779
-1.3868
0.6818
-1.6445
0.8942
-0.5856
-1.3254
1.0589
0.8703
-0.8266
0.0485
-0.4522
0.9782
0.6365
0.0706
0.0987
0.4285
0.2646
-0.3711
-0.0234
-0.1987
0.2829
-1.4017
0.2854
1.7022
0.6437
0.1949
1.2274
-0.3234
0.2144
0.4965
0.3399
1.2651
-0.0691
0.723
-0.3275
-0.3414
1.6223
0.2518
-0.9004
0.4155
0.8503
0.3851
0.9851
1.2194
1.0669
2.0055
-0.553
-0.1609
-0.8549
-1.2846
-0.3906
1.959
0.4523
0.0096
-0.239
-0.3215
0.6324
-0.8378
0.3698
0.481
0.1213
-0.2924
-1.6997
-0.4985
-0.2615
-0.959
-0.6782
-0.4342
2.2144
-0.1331
-0.5305
0.3645
-0.958
-1.2593
0.2705
-1.4311
-0.6485
0.41
1.5281
-1.1253
-0.713
-1.1944
-0.2192
0.536
2.2309
1.8157
0.6596
-1.1495
-0.2114
0.3439
-0.4718
-0.315
1.2698
-0.5958
1.4605
1.2843
-0.6058
0.3616
-0.3408
1.1806
-0.7283
0.5761
-1.1605
-0.7352
-1.0404
-0.0833
-0.446
0.1989
-0.7938
0.1293
-0.3097
0.84
-0.704
-1.4382
-1.5409
-1.8122
0.1448
-0.5006
0.1732
0.6338
-0.2242
-0.2713
0.7592
1.1698
0.1322
-0.5871
-0.404
-1.322
-0.0643
1.5338
-0.462
1.5429
0.6311
0.1059
-1.3355
-0.7828
0.5124
0.5563
0.4017
1.0418
0.2212
-0.1019
-0.332
0.2712
-0.3262
-1.5437
0.8596
-0.6179
-0.9771
0.4113
0.6281
0.8141
-0.0272
1.6286
0.3969
-1.4024
-1.2113
-0.1227
-0.2651
-0.1514
-0.9953
-1.0157
0.5728
-0.1316
-0.2595
1.0077
-0.0355
0.1127
1.1034
-0.0824
-1.2727
0.2003
0.9386
0.241
-0.761
0.2585
0.0026
1.2761
0.3551
-0.3294
-0.1442
-0.3002
-0.5948
1.1611
-0.6063
-0.2341
-1.018
1.1003
-1.3381
0.3467
0.7216
-0.5163
0.3583
1.9483
1.1234
-0.4063
0.946
-0.9263
0.2985
-0.7621
-0.3211
-0.2087
-1.803
0.4465
0.8923
-0.6606
-1.4684
0.7843
1.093
0.1789
0.9101
-0.5174
-1.8767
-0.4024
-2.1526
0.2213
-0.8557
-0.2401
-0.2041
1.4265
0.1286
1.6091
1.4242
0.55
-0.479
0.6267
-0.6634
-0.6428
0.0028
-0.1004
-1.5612
0.3175
-0.6068
-1.2572
0.3217
-0.6707
0.0491
-0.0627
0.0173
0.9532
1.404
-0.3213
-0.4233
1.1668
-0.2755
1.2587
-1.4953
0.3965
0.7325
-0.8414
-0.3561
0.3296
-0.2618
0.3424
-0.7428
2.4616
0.4738
0.3462
0.0089
0.2455
-0.0865
-0.0242
-0.2849
-0.8017
-1.4018
0.698
1.814
-0.1846
0.621
0.4572
0.2737
0.6257
-0.2425
0.0703
-0.0188
-0.0301
0.1709
1.0072
0.6508
-0.1297
0.7419
-0.52
-0.6531
-0.1981
0.1112
0.2793
-1.1459
-0.5118
-0.0519
-0.4423
0.733
0.0825
1.6714
0.253
1.1174
0.6448
-1.0087
0.2349
0.6462
-0.8402
0.4725
0.3846
0.926
-0.8474
-1.7556
-1.3453
0.0763
-0.3473
-0.2049
-1.4195
-0.1798
-1.0902
-0.6029
-1.3418
1.5012
0.9073
-0.5321
-0.9038
0.3198
-0.3412
0.8585
0.3799
-0.1808
0.404
-0.2775
-0.1032
-0.7724
1.0393
-0.3806
-0.6524
1.3592
-0.6178
-0.6522
1.4743
0.0634
-0.2213
0.5327
0.1324
-0.8359
0.7197
-0.003
1.3265
-0.4
-0.7775
0.3229
0.2826
1.0188
-0.2978
-0.0596
2.128
0.3186
-0.3882
60.7
0
506
60.74
BREAST CONSERVING
Breast Cancer
Breast Invasive Ductal Carcinoma
High
1
Her2
1
Negative
Negative
3
NEUTRAL
Negative
Ductal/NST
0
Post
9
Left
1
5.042
IDC
Positive
1
ER+/HER2- High Prolif
21
2
Died of Disease
0.2858
-0.7498
-1.0508
-1.4911
0.1439
0.2748
1.4892
-0.5629
-0.4799
-1.9735
0.5011
-0.5513
0.4977
0.1257
-1.7474
0.6524
0.2428
0.378
2.0496
-1.6919
-1.0856
-0.2866
0.5227
0.6199
0.0317
0.0694
0.2798
-0.3389
0.5325
-1.7191
0.3174
-0.9051
-0.7509
-0.2316
-0.3757
0.862
0.0897
-1.5445
-0.0297
0.878
-0.3679
1.1972
1.092
-1.3993
-0.2778
-0.166
-0.5403
-0.0507
-0.9053
-0.2089
-0.677
-0.2548
-0.3409
-0.7491
-0.6543
0.9539
0.2413
1.2534
0.5161
-0.3342
2.7223
-1.2072
0.2299
0.8252
1.1832
-0.6594
2.4473
0.6393
0.1727
0.9164
-2.0028
1.1825
-0.234
0.5124
-1.5019
-0.7414
0.2514
0.2567
-0.2022
-0.4969
-1.144
-0.0287
0.9567
-0.9521
0.2229
-0.7899
-0.6103
-2.8801
1.0025
-0.3005
0.08
-0.6457
-0.3912
-1.1054
-0.9188
0.8076
0.2779
-0.6938
-0.2127
0.1117
0.1767
-1.1107
0.8082
1.4075
0.1692
-1.6099
0.4568
-1.0049
-0.436
1.5039
3.066
0.1374
-0.759
0.1425
0.6918
-0.2913
-0.5611
-0.3136
-0.2121
0.9716
4.8163
-1.1253
-2.3465
-0.0041
2.064
-0.9709
-0.2396
0.418
-1.0942
-1.103
0.1455
8.5036
0.5578
-0.9877
-0.3301
-1.1439
0.5019
-0.3279
-0.2487
-0.1927
1.6107
0.0044
-0.3676
0.9884
-0.4522
-0.4758
0.4273
-2.1577
-1.0292
-0.6673
0.0865
-0.6823
1.7736
0.1034
2.2816
-1.1581
0.5393
-0.8
-0.0995
-1.1854
0.4295
0.0437
-0.108
1.3842
1.0953
0.3293
-0.8539
-0.3106
-0.4674
1.0796
0.4146
-0.0762
0.1518
-0.0652
-1.7774
14.4243
-1.9784
-1.0774
-0.8167
0.0597
0.2196
-0.9901
-0.2438
2.2952
1.8036
-1.593
2.1782
-1.3887
0.164
-2.0448
-0.1905
0.5987
-0.6098
-0.9325
-0.2039
1.9901
0.5602
5.4896
-0.7548
-0.6079
-0.3871
0.8894
0.0001
0.1791
0.6159
-0.0384
-0.0329
0.8013
-0.8717
-0.7953
3.8765
0.8296
-0.1147
-0.0848
-0.4719
0.1644
0.0517
0.3132
-0.0782
-1.4762
-0.5666
0.814
-0.6967
0.0607
0.7621
1.3852
-1.1797
-0.7366
0.2585
0.3041
0.007
-0.5665
-0.5128
2.5728
-1.099
-0.559
-1.6297
-1.1836
-1.13
0.1194
0.4208
2.2071
-0.8101
-0.2315
0.8699
-0.195
-1.8701
-0.3395
0.8539
-1.02
0.8448
0.4594
0.6826
1.1474
0.9904
-2.0956
-0.8991
-0.3747
-0.9711
-1.7986
-0.8747
0.0775
-1.2646
-1.7815
-2.1763
-0.8255
-0.5806
0.2925
-0.4115
-1.5719
-0.2214
0.6484
1.1305
0.3378
-1.0764
-0.4093
0.7523
1.3912
-0.5876
0.0328
-2.5663
0.0915
2.1637
0.0905
-0.8976
-1.0604
-0.0336
-0.2103
-0.4891
-1.4901
-0.2722
-0.2965
-0.7781
0.1929
0.769
2.3129
-1.2092
0.1782
-0.5952
0.6623
-0.2423
-0.6898
1.0466
0.7702
0.8529
0.1172
-0.4211
0.3089
0.0532
-0.3371
-0.0394
-0.6074
0.9324
1.6162
-0.6427
-0.0003
-1.327
-0.3913
2.4739
-0.6488
-1.4666
-0.3743
0.1152
0.4473
-0.0295
-0.1731
-0.7634
2.2878
-2.9229
-0.1808
-0.032
0.6459
0.0535
-0.3359
0.595
-1.6861
1.2237
0.6293
-0.4722
0.2435
-1.0886
-0.3002
0.7039
-0.0016
-0.6664
-1.3397
-0.6395
-0.4803
-0.0427
0.0156
-0.9685
0.724
1.7278
1.3329
-1.5981
-1.0932
-0.5973
4.3669
-0.6889
-1.2945
-1.8938
2.6636
-1.4709
-0.2434
0.1554
1.5164
-0.1156
1.7012
-0.0108
-0.4696
1.0328
-1.061
-0.9607
-0.4234
1.9965
-1.1077
-0.7525
0.6426
-0.3484
-0.8286
0.3498
0.6075
0.0664
0.7272
0.1858
0.6382
-0.2101
0.4723
0.229
4.2866
-0.7086
-1.0732
0.2512
-0.0085
-0.6867
-0.5672
-1.5003
-1.0318
-0.0176
0.137
1.0209
1.9783
0.9359
-0.5164
-0.2129
3.215
2.0691
-0.331
-0.4645
-0.5092
0.2455
-0.5099
1.1095
0.0805
-0.288
-0.0277
0.5764
0.3102
-0.4585
-1.0966
-0.4764
0.8511
-0.2643
-0.1504
0.4407
-0.1513
-1.2212
-1.863
0.2055
-1.0183
-1.407
-1.8438
-1.5072
-0.1316
-1.5643
-0.1881
1.3215
-0.0058
0.6482
-0.2493
0.2784
2.4064
0.3144
-1.2629
0.7383
-1.1534
0.315
0.7053
0.9671
-0.0395
1.0396
-0.1788
0.3235
0.98
-0.3147
5.8954
-0.9153
-1.3479
1.3647
-1.0892
1.0166
-0.517
0.7292
-0.6401
-0.4106
0.1467
0.2976
-0.3398
-0.6023
-1.3425
-0.1031
1.9577
-1.2924
1.2831
-0.3738
0.3483
0.5961
-0.6902
-1.6068
2.4228
0.9182
-0.4111
-0.019
-0.4991
-1.2887
-0.5692
-0.7952
-0.2923
-0.7086
45.8
1
507
58.71
BREAST CONSERVING
Breast Cancer
Breast Invasive Ductal Carcinoma
Moderate
0
LumA
1
Positve
Positive
3
NEUTRAL
Negative
Ductal/NST
1
Post
3
Right
0
4.036
IDC
Positive
1
ER+/HER2- Low Prolif
18
1
Living
0.0021
-1.0641
-0.8954
-0.8435
-0.3345
-0.8799
1.2672
-0.7267
0.029
-0.5486
-0.4044
-1.7764
0.5063
-0.5423
0.0846
1.4663
-0.7043
0.2176
0.392
-1.9447
0.6553
0.0473
0.8887
-0.7479
0.2088
-0.1903
-0.0261
0.1823
-0.8904
1.4089
-0.3755
-0.3929
0.0621
0.1227
-0.7347
0.6111
0.3177
2.1767
0.6795
-0.8952
-0.6801
1.5778
-0.5393
-0.1517
-0.0658
-0.5145
0.1489
0.4917
-0.0549
-0.2252
-0.0948
0.9685
-0.0275
0.5482
3.021
0.0724
0.5676
-0.1201
0.4992
0.5317
-0.754
0.168
-0.3325
-0.1872
-0.3824
-0.9015
-1.2156
-1.7448
-0.2042
0.663
-0.7032
-0.9096
-1.1128
-0.3471
-0.6461
-0.8545
0.9559
-0.5455
0.4825
-0.1251
-0.1309
-0.3893
0.9814
-0.3278
-0.4108
0.2442
-0.6876
-0.4379
-0.0703
0.8461
0.9757
-0.3772
0.0694
0.0065
0.1422
0.8182
0.8737
0.1249
0.7727
-1.2298
0.0641
0.6711
0.253
-0.954
-0.5721
-0.0409
0.6928
-0.2038
0.6426
0.0274
0.6988
0.0004
0.7536
0.1074
-0.8202
-0.849
0.5138
1.6523
0.041
1.6052
-0.6342
-0.7216
-0.3874
-0.2896
-0.2358
0.3012
-0.0524
0.1261
0.8823
0.0273
1.2271
-0.2978
-0.2132
-0.3205
-1.093
-1.1059
-0.1208
-0.392
0.4001
-1.1086
3.2179
1.6352
-0.8663
0.6553
1.1987
-0.1435
-0.2196
-1.4504
0.0347
-0.599
-0.5147
-0.1897
-0.5285
-0.1221
-0.951
-0.4094
0.106
0.9266
0.6806
0.9131
0.3063
-0.2321
-0.7196
0.9223
0.873
0.4345
-0.3692
-0.5408
-0.5432
-0.6598
1.1586
0.9257
-0.6096
1.7531
0.2285
0.3434
1.2698
1.3527
-0.8166
1.4145
-1.3958
-0.729
1.022
0.2446
0.6741
-0.8383
1.4364
-0.9253
-0.7306
0.05
0.9811
-1.029
-0.4702
0.1026
-1.5163
1.0598
0.5154
0.0286
-0.3378
-0.5252
0.6314
0.5384
-0.9679
-0.5254
-0.505
1.1439
-0.0967
-0.3428
-0.8963
0.5968
0.4357
-0.4627
-2.7672
0.2471
-0.2508
-0.3821
-0.1292
-0.2285
0.3702
0.6137
-0.6263
-0.4061
0.4234
-0.0788
1.4945
-1.5159
0.8387
-0.6284
-0.9485
-0.1415
-1.7173
0.408
-0.067
1.4893
-0.7613
-0.3339
0.5261
-0.7755
0.3892
-0.0109
0.35
-0.1205
-0.0522
-0.1342
-0.1276
-0.4681
0.6657
-0.3194
-0.3044
-0.1107
0.4959
-0.8374
-1.2933
0.7432
0.9243
-0.1929
0.2114
-0.7879
0.3379
-0.0966
-0.4953
0.1879
-0.2372
1.4407
0.0131
-0.8305
0.4565
0.2551
0.8526
0.5096
0.7053
-0.9018
-0.8549
0.5327
0.3573
1.3102
1.7574
1.0603
-0.1281
0.7343
0.9904
-0.2634
-0.7891
-1.3946
0.1696
-0.6438
-0.8206
0.3026
0.17
-1.2963
0.3717
1.419
0.5197
-1.3893
-1.2781
0.0911
-0.52
-1.2058
0.0709
0.8406
-0.45
0.1314
0.8314
-2.3522
0.7623
-0.529
0.2476
-0.4215
0.4035
-0.5016
0.4756
0.9739
-0.6906
-1.2879
-0.5679
0.0497
-0.0794
0.4453
0.0373
1.4546
-0.4029
-0.1217
-0.3695
0.371
-0.9018
-1.3467
0.7567
-0.1687
1.3679
0.3925
2.7251
-1.0341
-0.4858
0.408
0.3365
0.9445
-1.4147
1.5595
-0.6312
-0.4913
0.3039
-0.3086
-0.3268
-0.4643
-0.1393
-0.2833
-0.249
-1.3989
-0.3824
-0.3392
-0.041
-0.7706
-1.4008
-0.0402
0.3799
0.1479
0.4327
-0.6247
0.5684
0.1624
-1.3667
-0.4878
0.072
-0.2011
-0.2005
0.3831
0.1129
-1.5645
-1.1428
0.1214
-0.341
0.6855
-0.1803
-0.4028
-0.3051
-0.1994
-0.0154
2.0003
0.247
-0.8088
-0.4127
-0.8277
0.4465
-0.1148
0.9293
-0.6064
-0.1215
0.4084
-1.2381
-0.2411
-0.5791
2.0518
-0.2201
1.5914
-0.2731
-0.2981
0.0613
-0.0804
-0.3031
-1.0974
0.3092
-0.2834
2.3022
0.0909
1.049
0.3506
0.4237
0.1179
-0.9169
-1.1453
0.1747
-0.1915
0.1521
0.0208
-0.1353
0.8397
3.3796
0.2111
-1.2435
-0.1465
-1.1499
0.1267
-0.3443
0.2107
0.9515
1.7077
0.9873
2.1263
0.1552
0.2464
0.7709
1.0477
1.257
-1.4785
0.6242
0.4094
-0.7148
0.9628
0.1429
0.301
-0.1308
-0.4267
-0.1358
-1.2645
-1.5776
-0.223
0.658
-0.3018
-0.2939
-0.2586
1.5584
0.6116
-1.0658
-0.0455
-0.5404
-0.8803
0.1974
-0.5928
-0.6979
2.1058
-0.5693
0.6697
-0.3951
-0.6522
-0.0919
-0.2348
0.8002
-1.24
-1.3304
0.2613
-0.6073
1.0206
0.9084
0.6193
-0.5411
0.1806
-0.0214
0.8802
0.8292
-0.5977
-1.0224
0.0555
0.1883
1.5724
0.2776
-1.5027
0.0312
-0.7312
1.2736
23.8
0
508
42.68
BREAST CONSERVING
Breast Cancer
Breast Invasive Ductal Carcinoma
Low
0
Normal
1
Positve
Positive
2
GAIN
Negative
Ductal/NST
1
Pre
2
Left
0
3.022
IDC
Negative
0
ER+/HER2- High Prolif
11
1
Living
2.1174
0.2213
0.0096
-0.6733
0.2182
-0.5392
-0.3417
0.5537
-0.5024
1.0492
-0.222
0.9895
0.0122
-1.2488
0.4042
0.4549
-0.6199
0.7993
0.9393
-0.1897
1.3084
0.5112
5.4659
-0.1783
-0.0119
0.3851
0.735
0.1427
-0.693
1.0521
0.4085
0.0008
0.2354
0.2118
0.557
0.8003
0.8704
0.1559
0.2583
-0.4057
-0.5971
-0.7084
-0.0932
-0.2834
0.0257
0.3335
1.1585
0.6443
-0.7225
0.9752
-0.0953
1.1107
-0.7842
0.2958
0.4722
0.5473
0.1197
0.1934
-0.7027
0.6418
-0.7029
-0.488
0.1046
-0.7351
-0.4417
1.3142
-0.9039
-0.4991
-0.9007
-0.3027
0.0962
-0.9721
-0.9787
-0.4401
-0.3474
-0.3136
0.3726
0.0977
1.1779
-0.654
0.8777
0.6137
-0.7038
0.6421
-0.6554
-0.2596
-0.7528
0.6999
0.4044
0.4773
2.387
-0.0204
0.0215
-0.6021
0.7633
0.5874
1.606
-0.0009
-0.3091
0.0845
0.2156
0.8329
0.1599
-0.8248
-0.0162
0.9926
0.416
-0.2887
-0.1984
0.2886
0.9849
-0.4097
-1.0682
1.4318
-0.5051
-0.5291
0.368
0.1509
-0.4663
-0.0359
0.3144
0.0837
-0.3322
-1.3128
-0.8449
-1.5288
-0.3032
-0.2479
1.2869
0.0536
0.564
-0.0122
-0.0462
0.7556
-0.955
0.0009
-0.7828
-0.0094
-0.3061
0.237
0.3416
-0.3325
0.5318
-0.1783
0.8676
0.1417
0.5763
-0.652
0.0467
0.1918
-0.2493
-0.7582
0.0114
0.4905
-1.0512
-0.1184
-0.0561
0.6997
-0.2175
-0.1458
0.2777
0.7031
0.9259
1.6218
-0.0724
0.4902
0.3349
-0.7101
-0.5826
-0.8443
-0.2232
-0.5902
0.5054
0.2388
0.737
-0.8114
-0.6661
-0.5054
-1.0568
0.8193
-0.1393
0.5091
1.1056
-0.5407
-0.1657
-0.0448
-0.8365
-0.7687
0.4149
-1.1896
-0.1863
0.1817
-0.986
-0.5527
-0.6498
0.7278
-0.3169
-0.0791
0.7705
-1.6031
0.9826
0.6044
0.785
-1.11
-0.5523
-0.1443
-0.3688
-0.6097
-0.5196
-1.2005
-0.8479
-0.7603
-1.5309
2.9848
0.0327
0.4156
1.2
-0.3462
0.1343
-0.2661
1.4915
0.7933
1.0443
-0.0212
-0.3482
-1.9561
1.6009
-0.4431
-0.9797
0.1133
-0.6546
0.6706
0.4805
0.5092
1.0177
-1.4493
0.2578
-0.4592
0.5104
-0.3573
0.2325
0.0221
-0.073
-1.348
0.4868
-0.1949
-0.5051
-1.4801
-0.3136
0.7961
-0.8836
-0.4766
-0.0706
0.5321
-1.2926
-0.2587
-0.1252
0.0159
-0.4491
0.0349
-0.4352
0.7572
0.4327
-0.153
0.5387
-0.6951
1.5811
0.4271
0.6251
0.2766
-0.9341
-0.3825
-0.6311
-0.0234
0.585
-0.5702
-2.4386
0.4689
1.0541
-0.7555
0.8361
-0.7755
0.5438
-1.1209
0.2743
1.9843
-0.6894
-0.3977
0.7334
-0.2665
0.7192
-1.7216
-0.2925
-1.3143
-1.1504
-0.1886
0.0585
-2.6228
-0.0816
-0.0766
-0.0521
-1.0497
0.8892
-0.4288
-0.3717
-0.412
-0.2254
0.4407
0.2479
0.1333
-0.7743
0.5991
1.7018
-0.0506
-0.1151
-0.4936
-0.9896
0.0953
1.8269
-1.1756
-0.0967
0.7646
-0.2872
-0.621
-0.1779
-0.25
0.2119
1.1331
-0.142
-0.7425
-0.0636
-0.6176
0.8083
0.6489
0.6011
0.7627
1.1795
-0.506
0.9982
-1.153
0.6454
0.6101
-0.1202
-0.0189
-0.0177
-1.0134
0.058
0.5404
-0.0183
0.5284
-0.1873
0.6568
0.5326
-0.6983
-0.4773
0.4982
0.6719
-0.184
2.0287
0.3873
-1.7541
-0.2955
0.4478
0.1305
-0.8481
0.144
0.1734
-0.4203
0.0603
-0.4054
-0.041
-1.1579
-0.6675
-0.8653
-0.4444
-1.6847
-0.5639
0.2506
2.7534
-0.5972
-0.2734
0.4148
-0.2645
-1.3565
-0.6589
0.2916
-0.076
0.5705
-1.067
-0.864
-0.6232
0.304
-0.9741
-0.7706
-0.176
-0.419
-0.6787
0.5553
0.032
-1.0966
-0.4853
-0.249
0.6236
0.4152
2.6331
4.9459
2.2056
1.1614
0.9227
-0.7713
0.0732
-0.0199
-1.2483
0.6603
-0.7745
0.6292
0.4683
-0.7216
-0.8009
0.0763
-0.1815
-0.4234
-0.139
-1.2785
0.1661
0.6272
1.4951
-0.4732
-0.5004
-0.6704
0.3665
1.8642
1.2183
-0.5069
-1.1506
-0.2654
-0.3754
0.97
-0.2621
-0.2875
-1.7219
1.4003
-0.2882
-0.75
0.0516
-0.0545
0.9121
-0.5454
-0.3788
-0.2029
1.0201
1.3536
0.819
-0.7609
-0.96
0.0967
-0.0388
-0.0188
-0.4298
-0.0283
0.1089
0.0347
1.2662
-0.4392
0.229
0.4454
0.8059
0.257
-1.0848
-1.1351
-0.0283
0.6892
1.0677
-0.2213
0.5713
1.0774
1.0661
-0.1718
0.7729
-0.4349
1.4377
-0.1127
0.0273
-1.5016
0.3302
0.5585
-0.4231
0.3343
0.5604
114.333333
0
509
41.48
BREAST CONSERVING
Breast Cancer
Breast Invasive Ductal Carcinoma
Low
0
Basal
1
Positve
Positive
3
NEUTRAL
Negative
Ductal/NST
1
Pre
3
Right
0
4.022
IDC
Positive
1
ER+/HER2- High Prolif
11
1
Living
-0.1821
-0.5303
-0.716
0.3403
0.6024
-0.6835
-0.3756
0.2198
-1.554
0.5248
0.1303
-0.0262
0.5278
1.3729
0.2306
0.8028
-0.9722
-0.4614
-0.0813
-1.2827
0.0369
-0.3379
0.477
0.1668
0.7632
1.1855
-0.3558
-0.6948
-0.7942
-0.8783
0.7203
-0.3416
0.7183
-0.5852
-0.9331
1.1184
-0.007
0.8938
-1.1635
-0.3812
0.3886
0.3253
1.0089
-1.2827
0.7679
0.5866
-1.0198
0.7594
0.5724
0.9811
0.1629
-0.0545
-0.0569
0.7345
-1.4281
0.1219
0.891
-0.5293
0.0834
-0.3092
0.6755
-0.4501
-0.3379
0.5075
-0.6949
0.2487
-0.5943
-0.9055
0.6213
0.1923
-0.964
1.1004
-0.1359
0.6587
0.1018
0.7637
-2.1935
-0.6974
0.0947
-1.4597
0.0425
-0.3028
1.3662
-0.1411
-0.218
-0.0001
-0.192
-1.6683
-0.0426
0.5528
0.05
-0.2593
-0.6836
-0.3712
-1.6834
-0.2349
0.5192
0.4583
0.4947
0.0815
-1.6561
-0.9487
0.4153
-0.0281
-0.2573
1.2091
-0.6313
0.9799
-0.0166
-0.4109
0.0592
-0.2518
-0.447
1.4735
-0.2885
-0.0497
-0.8515
-0.7085
0.3664
0.8752
0.166
-1.3946
-0.4142
-0.8064
0.6814
1.4411
0.9714
-1.3043
-0.0699
0.0214
-0.4345
1.0498
-0.3475
-1.0188
-0.0341
-0.3067
-0.3844
-0.7155
0.2178
-0.2437
0.5165
-1.813
0.964
-1.0834
-0.062
0.8302
-0.9226
-0.3128
0.2569
-0.7187
-0.1204
-0.1441
-0.064
0.9207
-1.1419
-0.1394
0.1989
-0.4921
-1.7032
-0.3366
-0.8305
0.217
-0.804
0.5152
-1.2005
1.2597
0.3713
-0.275
1.4345
0.2082
1.0429
0.479
-0.1758
0.4467
-0.1625
-1.4151
-0.1468
1.2354
-0.4624
-0.5208
-0.4742
1.0729
0.6129
0.5503
1.2834
0.4163
-0.3423
-0.3381
1.241
0.451
-0.3443
1.1916
-0.2439
1.0572
-0.4366
0.1311
-0.6232
0.1714
0.4991
-0.5959
-0.0333
0.0935
0.0167
-0.7579
-0.5161
-0.6646
-0.9674
-0.6146
-0.7748
-0.6002
-0.7532
-0.2345
0.1748
-0.0915
-0.8014
-0.8515
-1.7417
-1.1739
0.1343
0.0142
2.0506
-0.2936
-0.3396
-0.336
0.8235
0.9859
0.4257
1.4686
0.6092
-0.5599
-0.0632
1.0709
0.1117
-1.0661
-0.4178
1.106
-0.3878
-0.493
0.2975
-0.1046
0.3453
0.3006
-0.472
-1.2717
0.2782
-0.132
1.7556
-0.3375
0.5682
-1.2719
0.5873
-1.2924
1.0925
-0.2991
-0.8204
-0.0089
0.4165
-0.8668
0.3632
0.0701
0.2122
0.6989
0.0622
-0.2839
-0.9193
0.4764
0.4192
-0.2209
1.5316
0.4761
-0.3551
-0.8886
-0.4248
-1.1594
-0.8476
-0.223
0.4529
1.232
-1.1484
-0.095
-0.128
0.2076
-0.8314
0.5469
-0.7219
0.937
-0.9277
0.2671
-0.7786
0.4383
2.2078
1.1566
0.4251
-0.1043
-2.3322
-1.7248
-0.5995
0.582
-0.2043
-1.0692
-0.8975
-0.0317
0.3393
-1.3662
-0.1783
0.5989
-0.4387
-0.252
-0.0751
0.0537
0.3231
-1.347
-0.1407
-1.2269
-0.1818
-0.5893
-1.2392
-0.8046
0.4462
0.3444
0.922
0.0291
-0.224
-0.1477
-1.1308
-0.4967
-0.594
1.0916
0.3926
-1.6794
-0.0756
-0.9538
-0.8194
0.3786
-0.8048
0.5331
0.2423
0.4758
-0.3992
-0.5415
0.6902
-0.4648
-2.3343
-0.6078
1.741
-0.6502
-0.498
0.4393
-0.4596
-1.0411
-0.9663
-0.6846
1.7628
-0.5798
-0.1102
0.4181
1.7167
-0.4448
1.026
-0.656
1.3197
0.3492
0.8487
-0.0069
-0.0108
-1.0836
-1.2504
-0.107
0.7659
-0.7351
-1.18
1.6145
0.3766
-0.1483
0.6249
-0.8657
0.6855
-0.0466
0.4507
-0.5795
1.0581
-0.3079
-0.0564
-0.1519
-0.0323
0.0203
1.2077
-0.2784
0.3263
-0.2253
-1.5084
0.7349
0.0081
0.8684
0.4515
-0.3192
-0.5672
-0.6747
0.2774
-0.8913
-0.0189
0.8302
0.8408
-0.3931
-0.8398
-1.0324
1.4669
0.1793
-0.2692
1.0273
-0.5271
-0.2248
0.6664
1.0777
-0.8158
-0.3959
0.6243
0.4052
0.2991
0.3967
0.1995
-1.4584
-0.5637
0.6559
0.0628
-0.2576
0.8251
1.2457
-0.1969
0.312
0.3848
-0.0392
0.6682
0.1713
-0.3476
-0.0219
-1.3261
0.1163
0.2572
0.1516
0.1472
0.5158
-1.0477
0.5039
0.4879
0.1025
-0.4313
0.3032
-0.4869
1.0907
0.1081
0.7255
1.004
-0.6395
-1.8244
-0.5942
-0.4122
0.5928
-0.2476
-0.2582
-0.6169
0.231
-0.1618
-0.7144
0.4157
-0.967
0.0357
-1.781
-0.1793
0.1229
-0.0669
-0.5118
1.0908
-1.5786
-0.5325
0.1806
-0.2436
-0.2881
1.7873
1.7873
-1.6101
0.8102
-0.7486
-0.385
-0.2473
-0.5329
-0.1598
0.0478
0.8002
115.3
0
510
71.84
MASTECTOMY
Breast Cancer
Breast Invasive Ductal Carcinoma
Moderate
0
Normal
1
Positve
Positive
3
NEUTRAL
Negative
Ductal/NST
1
Post
9
Right
1
5.12
IDC
Positive
1
ER+/HER2- High Prolif
60
3
Living
-0.4804
-1.4134
-0.1035
-0.4219
0.6092
2.3452
0.6209
0.507
0.7804
-1.3858
-0.8923
-1.0182
0.1219
0.1325
-0.3241
-0.4574
0.7901
0.535
0.9727
0.0297
1
-0.2981
1.3744
0.0959
-0.1668
0.0278
-0.4107
1.2996
-0.5098
0.79
0.2694
-0.4819
-0.1862
-0.0723
0.7479
1.1011
0.0747
0.5671
1.1099
-0.3293
-1.4008
0.866
0.5351
1.6711
0.0508
-0.8012
0.7947
0.1009
0.1308
-0.9662
-0.3298
0.0049
-0.6356
0.9454
0.993
-1.2723
-0.2547
-0.1399
0.1005
-0.2705
-0.3233
-0.6497
-1.3209
-0.8537
-0.345
0.4843
-0.4472
0.5434
-0.1029
-0.2568
-1.5185
0.1963
0.071
-0.6303
-0.2024
-0.8641
-0.3748
0.0494
-0.5268
0.2784
0.3893
-0.1854
0.1271
-0.5675
-0.5424
-0.1151
0.2221
0.1855
-0.6742
-0.1534
-1.0039
-0.2795
0.1369
-0.1327
1.7573
0.1745
-0.5067
-0.1521
-0.6385
-0.5712
-0.7502
0.0537
-0.5131
-0.3348
-0.2929
-1.3854
-0.1784
-0.5491
-0.7879
0.475
0.7189
0.3973
-0.2122
-0.7124
-0.4494
-0.4133
-1.1732
1.2141
-0.4685
0.4756
0.3867
-0.862
-0.6528
1.0757
-0.3581
-0.2922
-0.2502
1.4358
0.8045
-0.3773
1.6807
-0.3318
0.441
-0.6921
-0.6275
-0.6723
0.6786
-0.8079
0.1184
2.3584
-1.1033
-1.0209
0.0173
-0.484
0.4647
-0.6204
1.5169
1.0758
0.3196
-0.0641
-0.159
0.7072
-0.2317
-0.2453
-1.1576
-0.7952
-0.1771
0.3446
0.2527
-0.2576
-0.2766
-0.5785
0.227
1.4324
0.0576
-0.0247
-0.6575
-1.4975
-0.2656
-0.1979
-0.2667
-0.3289
0.5057
-0.053
0.1041
-0.6538
-1.2779
-0.4237
-0.4485
1.1484
-0.1969
-0.6928
0.9481
0.3203
0.645
-0.92
-0.6111
0.2662
-1.1836
-0.2056
0.7855
-1.2478
-0.9624
-0.3863
1.1937
0.0144
0.6496
-0.4971
-1.2121
0.0979
-0.9153
-0.2623
-0.6789
-0.3846
-0.2636
2.1152
-0.0333
0.0734
-0.4758
-1.0987
-0.1405
1.0826
1.6162
-0.4221
0.0974
-0.6091
-0.2309
-0.8333
2.3981
-0.0242
-0.123
-0.0777
2.389
0.5379
-0.4025
-1.1863
-0.3449
-0.5876
0.4218
-1.1182
-0.7363
1.083
0.0182
-0.4108
0.3323
0.0399
-0.2398
-0.7617
-0.1683
1.2474
-0.4437
0.1803
-0.0141
-0.7177
0.1578
1.1003
0.3528
0.306
-1.0044
-0.1283
1.3364
0.3989
1.261
-0.838
1.477
-0.8241
-0.5078
-0.4157
-0.5739
0.0907
-0.4433
-0.3311
1.7261
-1.8708
0.3223
-0.4089
0.2239
-0.023
0.6595
1.5726
-0.68
0.7843
-0.8974
0.0267
-1.2228
0.6955
-0.2529
-0.3856
0.3216
0.7541
-0.1759
-0.6908
0.8434
-0.4055
1.3027
-0.8813
-0.6518
0.6017
0.0691
-0.6028
-0.3508
0.0926
-0.0384
-0.8953
0.6492
-0.7415
-0.3343
-1.0259
0.399
-0.9615
-0.2246
-0.2507
0.7742
0.6122
-0.1808
2.3676
-0.3926
-0.7276
0.0889
-0.3545
-0.8808
0.961
1.0098
1.1939
0.2843
-0.035
0.5018
-0.9381
1.233
0.9839
-0.0667
0.6323
-0.855
0.4222
0.3269
-1.2748
-0.1568
-0.4602
-0.506
-0.2452
-0.7016
-0.1563
-0.5029
0.1536
1.2205
0.0124
0.7323
-0.5414
-0.8144
0.7086
-0.1905
0.9142
1.1185
0.0021
-0.7765
1.1133
-0.1179
1.5872
2.8903
1.0613
1.1998
0.928
-0.4744
1.3808
0.0172
0.3983
0.9259
0.0889
0.9264
0.3937
0.3268
-0.3211
-1.3112
1.6245
-0.2997
-0.1977
-1.0421
-0.7265
0.5052
-0.6875
-0.1586
-0.1435
1.4531
-0.4649
-0.2814
0.4281
0.3708
-0.0621
-0.9124
-0.8156
-0.122
-0.4075
0.0647
-0.8602
-0.1908
-1.0366
0.6011
-1.2182
1.3506
-0.866
1.7088
-1.3326
0.2673
-0.1521
-0.2555
0.6666
-0.5802
-1.0734
0.2636
0.0635
0.3243
-0.047
-0.3492
-0.0617
1.2201
-0.0915
-0.171
-0.0665
-0.7287
0.8469
0.1099
-0.1326
-2.2535
-0.0764
1.3576
0.1794
0.7343
-0.3252
-0.7215
1.2858
-1.6282
1.5832
1.0269
2.1545
-1.0687
-0.5324
-0.158
0.0848
-0.132
-0.3833
0.1789
-0.1234
-0.0403
1.6577
0.3905
0.2404
-0.4394
0.319
0.4056
-0.3797
-0.164
-0.7915
0.7635
-0.3307
-2.2266
0.0218
0.8441
-0.3166
0.6128
-0.1324
0.7204
0.9625
0.1064
0.1074
-0.0444
0.0377
-0.2264
0.1388
0.5008
0.2802
1.265
0.1622
0.1935
-0.3785
1.607
0.4231
1.6257
1.1779
-0.0525
-0.0583
0.2285
0.9657
0.1047
-0.2864
-0.1428
-1.1185
1.1436
0.7647
0.7168
-0.2903
0.0528
0.0856
1.0044
0.2058
-0.1018
-1.7948
-0.2314
-0.1736
-0.5093
128.4
0
511
59.84
MASTECTOMY
Breast Cancer
Breast Invasive Ductal Carcinoma
Moderate
0
LumA
1
Positve
Positive
2
NEUTRAL
Negative
Ductal/NST
1
Post
3
Left
0
3.062
IDC
Positive
1
ER+/HER2- Low Prolif
31
2
Living
-0.7227
-0.0307
0.7665
0.0747
0.8954
1.3636
0.5645
0.3591
1.3073
-1.2615
1.7659
-0.1351
0.6984
-0.4322
-0.8083
1.3965
0.7435
-0.1711
-1.2627
0.0049
0.2736
-0.5434
-0.5909
-0.5607
-0.9733
0.1551
-0.8086
0.1319
-1.2554
-0.4385
0.0014
-0.6718
0.2949
-0.5533
0.1406
-0.4044
0.6152
-0.2949
-0.5212
-1.1735
-0.656
-0.774
0.3184
-0.0839
-0.4724
-0.6778
-0.4684
1.2509
0.36
-1.5495
-0.885
0.9521
0.5036
0.0386
-0.2949
0.3107
0.3674
-0.673
-0.3307
0.1608
-0.9487
-0.3363
-1.5611
1.3679
-1.1555
0.3461
-0.0084
1.7055
-0.1222
-0.8865
1.0284
0.7413
1.2684
-0.4976
-1.2055
0.7216
-0.1584
-0.3635
0.7327
-1.5599
0.2696
-0.4353
-0.4737
-1.3745
-1.9194
0.0187
-0.2573
0.2793
-0.0403
-0.2997
0.1162
-0.1376
0.8054
-0.8996
2.8677
1.0063
-0.5609
-0.8203
0.9168
-1.2906
-0.7404
0.821
-0.765
0.3696
0.4191
0.4386
0.0299
0.4341
0.5213
-0.6803
1.2578
-1.4115
0.061
0.1393
-0.0191
-1.304
0.3198
-0.3537
-1.5438
0.3876
-1.2332
-0.0339
0.0647
-0.1231
-0.6169
0.1992
-0.3979
1.993
0.6551
0.204
0.6438
-0.0468
0.7469
-0.7275
1.0228
1.5064
2.1129
-2.0637
1.2078
1.8704
0.3639
-0.2888
0.0735
0.2576
0.2261
-0.1206
1.8749
-0.0407
0.1548
0.3557
-0.4442
-0.1797
0.1906
0.6367
-0.4539
-1.1664
-0.6447
-0.4824
-0.3643
0.0488
1.3754
0.4831
-0.4105
1.0684
0.297
0.0148
-0.2339
0.515
0.1897
-0.4106
0.3526
-0.3723
-0.9349
0.1454
0.2327
0.2351
-0.4817
-0.155
1.1707
-0.5846
0.936
-0.727
0.6722
-0.4418
-0.1356
-0.2156
-0.741
0.6716
-0.2788
0.9092
-0.1736
-0.0676
0.4808
0.1332
2.2002
0.6215
0.8377
-0.4339
-0.3646
1.3177
0.18
1.4911
0.3162
1.2669
-0.37
1.8024
0.6706
0.6034
0.4288
-0.6721
0.7135
1.0138
-0.2957
-0.1863
1.5262
-0.7477
0.8236
-0.5583
-0.8245
-0.9781
0.2353
2.2185
0.2507
0.4658
-0.1945
-0.0595
0.0332
0.0297
-0.2006
0.8283
-0.2182
0.8583
0.8915
1.4986
-0.501
-0.2591
-0.1655
-0.6896
0.37
-1.4872
0.6188
-0.6661
-1.4681
-0.1352
0.8328
-1.2559
0.2469
-0.3482
1.3164
-1.2068
-1.7377
-0.9975
-0.5385
1.1156
1.2517
-0.3343
0.1603
-1.1176
-0.0529
1.7161
-1.3446
0.0224
-0.8154
0.1698
-0.3053
0.8626
1.1728
-1.0611
0.6338
0.9876
-0.2125
-0.0351
-1.4062
0.4081
-0.9505
-0.501
-1.7582
0.2713
0.0999
0.7003
0.0278
-0.7141
0.6024
1.1434
0.7477
0.1758
0.8213
-0.1073
0.3569
-0.9267
-0.4911
-0.6764
-0.2931
0.2233
1.4897
-0.1138
0.7541
-0.8984
0.2111
2.5857
0.4648
0.1253
1.0749
2.9868
0.5502
-0.4027
0.1085
-0.8467
0.1231
0.7161
0.1944
0.6548
-0.4665
0.795
0.4976
0.0261
-1.5805
-0.2309
1.0456
-0.7098
1.1169
-1.2516
-1.6044
-1.3768
-0.8071
-2.2421
0.1317
-2.1351
-0.9486
0.2285
-1.9515
1.2676
-0.3927
1.5103
-0.2097
0.0293
0.1528
-0.7619
-0.8356
0.0762
0.1081
1.283
1.8264
-0.1186
-0.573
0.6525
0.3665
1.4385
-0.4486
0.4024
0.6575
2.3773
0.1743
-0.5759
-0.3702
-0.2966
-0.2796
0.1476
0.2134
0.3092
0.587
-1.3701
-0.0661
0.1246
-0.0442
1.7102
-0.5645
-0.2858
0.0591
-0.5379
-1.1126
-1.2633
-0.2232
-0.5806
0.1255
-0.5125
3.7266
-1.4055
0.2976
0.8215
0.5571
0.6041
1.0067
-0.3493
0.2819
0.5695
-0.9264
-0.8113
0.1477
-1.3624
1.0582
-1.5141
-0.5263
0.0254
0.4349
-0.0817
0.0053
0.2214
-0.2161
1.129
-0.5325
0.1633
2.0455
1.2544
-0.5356
1.7985
0.5699
1.1051
0.8752
1.6606
0.2226
-1.0955
-0.8887
1.1151
0.6137
2.0676
-0.1353
-0.1592
0.3954
0.0567
-0.4224
0.7324
-0.0197
-1.2174
-0.7508
-1.3338
0.7083
1.2829
0.4038
1.678
1.1617
0.8425
1.3658
0.745
0.5986
-0.1316
-0.2022
0.3316
0.4535
-0.6455
0.876
0.1849
-0.0975
0.8838
1.5469
-0.1491
1.7285
-0.0854
0.7903
3.4618
-1.1177
1.6366
1.4832
-0.7326
-1.4508
0.0224
-1.5989
0.4061
1.2534
-0.5601
0.2676
1.3048
0.5559
0.7482
-0.3355
-0.0645
-0.5633
0.7472
-0.6339
-0.0541
0.7591
0.1366
1.0104
-1.3656
-0.5666
0.1108
0.5377
-0.6366
0.07
-0.3415
1.2177
-0.5981
-0.0101
0.2506
-0.737
-0.6826
0.4583
-0.4165
-0.509
61.7
0
512
56.74
BREAST CONSERVING
Breast Cancer
Breast Invasive Ductal Carcinoma
Moderate
0
LumA
1
Positve
Positive
1
NEUTRAL
Negative
Ductal/NST
1
Post
9
Left
0
2.048
IDC
Positive
1
null
24
2
Living
-0.3575
0.6503
0.2561
0.3659
0.2431
-0.7342
-0.5246
-0.3922
-1.3929
0.1197
1.3597
-0.3809
0.209
-0.6589
-1.0637
0.1558
0.0389
-0.0969
0.2761
-0.4657
0.2902
-1.3095
-0.6089
-0.0941
-1.1931
-0.7226
-0.8952
-0.9103
-0.9222
-0.4962
0.6334
0.3966
1.4707
0.5568
0.7788
1.4626
-1.4185
-0.3651
-0.065
-0.5182
-0.6428
-0.7249
0.6557
0.737
-0.6205
-1.0777
-0.7677
0.5957
-0.2861
-1.6986
-0.7906
1.3394
0.3925
0.639
-0.2191
0.2758
0.2143
0.086
-0.3991
-0.2874
-0.5397
0.4681
-0.2517
1.8735
-0.7536
0.3467
-0.5094
0.6543
-0.3222
-0.8686
-0.0466
-0.0831
0.4114
-0.3011
-0.6646
-0.4287
-0.146
0.472
1.6919
0.2618
0.3212
-0.6869
-0.1693
-0.5338
-0.5022
-0.6978
0.2312
0.8267
0.1073
-0.0597
-0.0914
0.0094
0.7459
0.0587
0.9557
0.8293
-0.0711
-0.1207
0.1646
0.005
-0.7044
0.3945
0.2739
-0.2215
-0.7508
-0.9423
0.3055
0.1528
0.5972
0.4712
0.3887
0.9787
0.2008
-0.4057
-0.3547
-0.8382
-0.3527
-1.0576
-1.4226
0.285
-1.2383
-0.0565
0.3295
-0.2983
0.4282
-0.1748
-0.875
1.0108
-0.2636
-0.0868
0.8334
-0.0494
0.3289
-0.3133
0.0697
-0.7419
0.8443
-0.6467
0.7314
0.011
0.5118
0.3093
-0.2111
-1.0042
-0.7486
-0.583
1.8791
-0.7424
0.0447
0.2623
-0.7886
1.3479
0.1347
0.1676
-0.2219
-0.0379
-0.2825
0.2633
0.2379
0.3688
2.016
0.9781
-0.775
-0.3791
0.313
1.3651
0.197
0.2397
-1.4399
-0.3629
0.7357
-0.9258
-0.2505
1.3321
0.0134
0.2133
-0.0001
-0.3818
0.4522
0.6091
0.0545
-1.8417
0.8896
0.7867
1.0181
-0.8575
-1.2063
-1.5601
0.062
1.0724
-1.0775
0.8309
-0.9564
0.42
0.1635
0.3759
-0.8737
-0.7212
-0.0136
-0.808
1.5681
-0.2724
-0.1272
0.2366
-0.5557
-0.2752
0.6759
-0.29
1.9095
0.6884
-1.1749
1.7866
-0.1176
0.92
1.9107
-1.0672
0.7686
0.4993
-0.1071
0.1663
-0.792
1.6254
0.4167
-0.3686
-0.2349
-0.0687
0.3371
-0.8148
-1.0714
-0.1
-0.6618
0.6977
0.8449
0.6871
1.0251
-1.0285
-0.2417
0.4148
0.4074
0.8071
0.5511
-0.3639
-0.5326
-0.7623
0.9382
-0.1716
0.3339
-0.9257
0.9764
-0.451
-0.572
-0.4854
-0.4601
1.3189
0.4496
-0.0761
0.6052
-0.015
-0.1415
1.418
-0.0186
-0.7901
-0.089
-0.2844
0.8235
0.1507
1.475
-0.6742
0.7504
-0.5362
-0.097
-0.7837
-0.0122
0.4613
-0.9172
-0.8645
1.6808
0.5222
0.2803
-0.2015
0.1617
-1.3393
1.3071
0.4955
-0.1987
0.202
2.2353
0.3348
2.1325
0.9818
0.663
0.816
-1.2303
-0.141
1.5513
-0.2453
0.248
-0.627
-0.5831
3.1463
-0.905
0.3676
1.241
1.2449
0.3352
-0.1406
0.2651
-1.0931
0.5819
0.1369
-0.2402
0.8916
0.5541
1.6153
0.7164
0.8326
-0.9392
-0.2716
-0.9902
0.1956
0.6456
-0.4988
-0.8661
0.0421
-1.1165
-0.717
0.0719
-0.0752
-0.938
-1.8967
0.4901
1.8848
-0.0992
1.6556
-1.0252
0.7409
0.5134
-0.3444
-1.0346
0.038
0.018
0.3301
0.1423
-0.8385
-0.6619
-0.9039
-0.0892
0.135
-0.3434
-2.1627
-0.084
1.4746
0.2266
-0.5845
-0.439
-0.5948
-0.7825
-0.4237
1.4965
-0.3951
0.4471
-1.1871
-0.8808
-0.0296
-0.4941
0.5849
-0.9335
0.0891
0.6851
-0.7305
-0.5737
-0.4976
-0.8736
1.0334
-0.3389
-0.4458
-0.3762
-0.0664
0.5765
-0.106
0.3609
1.0128
2.431
-1.6199
-0.1372
-0.5495
-2.3192
-0.3599
0.5681
-0.1113
0.4272
-0.2486
1.9039
-0.7415
-0.0265
0.7652
-0.8931
2.8219
-0.3442
-0.5727
0.3952
-0.1916
0.7031
1.7979
0.1084
-0.4149
1.9982
-0.3544
-0.1174
-0.3745
-0.1526
-0.2351
0.3337
-0.2816
0.7648
2.3537
-0.426
-1.0674
0.1962
1.1124
-1.1882
0.0189
-0.4123
0.9315
0.5679
-0.6312
-0.3182
0.6405
1.0581
-0.0756
-0.4793
-0.2876
-0.3849
1.2654
-0.207
-0.1581
-0.0509
0.203
0.567
1.1639
0.4284
-0.145
2.2488
0.3405
1.4639
0.0867
-0.0946
0.0526
-0.1578
0.0386
-0.6183
0.3184
-0.4323
-0.5622
-1.0401
0.1558
-0.246
1.1357
2.0246
-0.143
0.4167
0.5783
1.8682
-0.4992
0.4569
0.1525
0.2761
0.3096
-0.295
0.1083
2.1187
0.6741
-0.7715
-0.9866
-0.363
-1.1742
-0.7626
0.011
-0.235
0.0696
0.2318
-0.6093
-0.0597
-1.0888
-0.0518
-0.28
-0.3868
-0.3109
-0.856
121.533333
0
513
73.39
MASTECTOMY
Breast Cancer
Breast Invasive Ductal Carcinoma
High
0
LumA
1
Positve
Positive
2
NEUTRAL
Negative
Ductal/NST
1
Post
9
Right
1
4.064
IDC
Positive
1
ER+/HER2- Low Prolif
32
2
Living
0.514
-2.1336
-0.7362
-1.1851
0.0017
-0.4517
0.7101
-0.6449
-0.4135
-1.4614
1.1987
-2.247
2.572
-0.7514
-1.0957
0.2711
0.7911
2.759
-0.0393
-1.8911
0.584
-0.5495
0.4904
0.4636
-0.107
-0.2957
-0.9296
-2.199
-0.5475
-0.5666
-0.6552
0.8098
-1.2721
-0.4147
-1.1552
1.4213
1.6247
-0.4424
0.0696
-0.7061
-1.8479
0.354
0.883
0.8136
-1.005
-1.6357
-0.4643
0.0506
-1.4926
1.1543
-1.3915
0.8791
-0.8906
0.3051
1.3118
-0.753
-0.7224
-0.0713
-0.7171
2.024
-0.837
-0.8654
-0.8844
-0.9459
-0.5599
-0.724
-0.4508
-0.239
0.0379
-1.495
0.6374
1.1505
0.3473
-1.2258
-2.8376
-0.6524
0.9077
-0.6154
0.6236
-0.8838
0.1352
-0.6298
-0.5699
-0.7324
0.1247
-0.6558
-0.8684
-0.3912
1.178
-0.5455
0.7215
-0.8458
0.9345
-1.165
0.9073
1.6558
0.4188
0.8609
-0.139
1.3261
1.1908
-0.1499
-0.2582
0.3957
-0.0534
1.7212
4.7209
-0.1272
-0.6008
-0.9162
0.3468
-1.541
0.1976
-1.1593
-1.2785
-0.0474
1.3437
-2.7636
1.0738
0.9233
-0.5355
1.3245
1.5201
-1.2144
0.1611
-0.4703
-0.7918
1.0406
-0.2817
-0.2934
-0.6409
-0.7057
1.1108
0.9541
-0.3884
-1.6912
-0.0644
-1.5001
-0.1894
-0.0803
0.7043
0.6525
-0.19
0.5286
-0.555
-0.3994
0.2267
0.6323
-1.9322
0.6288
-0.317
1.4187
-0.7119
0.2128
1.2395
-1.4619
-0.2975
-0.766
1.2087
-0.4969
-0.5206
1.4663
-0.8408
-0.0196
0.1684
-1.7653
-1.9156
-0.3647
0.2279
-0.2895
-0.6506
1.3878
1.1867
-0.5192
0.455
0.7434
0.9369
0.8436
-0.6946
0.21
0.8216
0.5207
-1.2182
-1.8534
0.6079
0.3464
0.513
0.1768
-0.2298
-2.3581
-1.4298
-1.5007
4.8754
-0.7918
2.0482
0.3522
-0.3415
-0.1039
-1.2268
-0.7584
-0.3208
2.0347
0.0074
-0.6196
-0.4536
3.7949
-0.4657
-0.8956
-0.8787
-0.4271
-0.0725
-0.6506
0.5438
-0.3066
-1.0688
-2.315
0.2736
2.1213
-0.4936
0.073
0.4517
-0.4711
-0.8104
-0.3703
-0.405
-1.1758
-0.4995
-1.0913
-0.283
-0.276
-1.06
-1.4815
-0.4228
1.4776
2.1837
-1.2139
-1.1049
0.1327
-0.7584
-0.0568
0.9442
-0.8986
0.6299
0.9202
0.5855
-0.3331
-0.8771
-0.3377
-0.6376
-0.808
-1.0203
-0.9558
-0.9371
0.4474
-1.845
1.1738
-1.4066
-0.1172
-1.3924
-0.5542
-0.7109
0.0304
0.216
0.9684
-1.8351
-0.3845
-1.4418
-1.0363
-0.9053
0.3945
-1.2891
-0.9033
0.2098
0.2178
1.3557
3.3521
0.0536
0.3178
1.9824
-0.0735
0.9478
-0.7794
0.4823
-0.0047
1.1893
-0.0172
6.3058
0.4697
-1.2645
-1.8652
-0.8599
4.864
-0.8992
-0.3326
1.0709
-2.1809
0.1278
-1.3264
1.4106
0.5036
-0.3758
0.418
0.9212
0.9065
1.1894
-0.8975
-0.9965
-1.406
-0.7365
-0.5302
-0.9649
0.166
-1.595
-0.1522
-0.5679
-1.8657
-0.3524
-1.061
-1.0021
-1.0988
-2.331
-1.4103
-0.8738
1.2851
-0.3688
-1.1007
-0.4184
0.6921
-0.6993
0.039
-0.5727
-0.3605
-0.6565
-1.0922
0.2292
-0.5244
-0.5088
-0.7762
-1.3024
-0.319
-0.0359
-1.5636
1.9779
-0.1789
-0.6284
0.6571
-0.2566
0.4416
-0.6991
-1.5758
0.6469
1.4293
0.2244
0.2128
-1.4177
-0.512
-0.7697
-0.6421
-0.7035
-1.0072
-1.1139
-0.1259
-0.2006
1.2112
-0.2003
0.0944
-1.0444
1.0068
-1.0629
-0.4428
0.3796
0.4903
-1.9348
-1.7085
0.3907
-0.3262
-0.8279
-1.1323
-0.1957
-0.9536
-0.6115
-0.4144
-0.9591
1.0408
0.6851
1.4551
-0.7402
1.9669
-0.0796
-0.2167
1.1268
-1.3028
-0.4413
-0.6806
-0.8054
-0.4813
-0.1779
-0.7095
-1.2709
-0.1223
0.1046
-0.4173
0.9651
5.924
-1.7433
0.3464
2.1876
-0.1655
-0.0292
1.2685
0.5937
-0.5045
0.3719
-0.0472
0.0465
-0.8265
-0.202
-0.8601
-0.244
0.65
-0.1044
0.839
-0.5597
-0.7231
-0.5457
-0.497
-0.7993
-2.186
-0.2764
-0.0177
-0.7466
-1.2204
-1.1317
0.1481
-0.0634
-0.1729
0.3386
-0.3543
0.5145
-0.9962
0.9229
-0.1145
0.5195
0.3298
-1.5121
0.1161
-0.3314
-0.3157
-1.5028
1.4992
2.243
-0.4636
0.93
0.5129
-1.6703
-0.4181
-0.0168
-0.09
-0.3362
-0.898
1.3071
-0.1118
-0.0462
-1.3745
-0.5459
0.0198
0.1706
1.7367
-1.071
-0.8927
-1.1609
0.9802
0.6137
0.4217
3.9832
3.0661
0.7314
-0.3801
-1.15
-0.8815
0.2368
0.5989
2.0537
0.6154
0.6685
2.3085
-0.6711
0.2195
-0.9456
117.033333
0
514
42.89
BREAST CONSERVING
Breast Cancer
null
High
1
LumB
1
Positve
Positive
2
NEUTRAL
Negative
null
1
Pre
3
Right
1
4.04
null
Positive
1
ER+/HER2- High Prolif
20
2
Living
0.6143
-0.5537
-0.4949
-2.8164
-0.226
0.5081
-2.4334
0.7805
0.0188
-0.1636
0.8909
0.9804
0.975
-0.1127
0.2092
1.3889
0.3303
0.0948
0.2362
-0.3482
0.2101
0.0629
-0.7581
1.1469
0.6844
0.3092
-0.0056
0.0728
-0.2483
0.765
1.0258
-0.2003
0.5697
-0.1124
1.0864
0.936
-0.9711
0.7191
0.4046
0.8954
0.2561
-0.7626
-0.3816
1.5281
0.6416
1.1595
0.1767
0.3679
-0.6105
0.3053
-0.0183
0.3683
0.0996
-0.482
1.354
1.1683
-0.5378
1.1992
0.7581
-0.1679
0.7882
-0.1614
0.8992
2.2763
-0.2748
-0.7518
-0.2009
-0.218
-0.2852
0.2987
0.1055
0.281
0.1415
0.6097
-0.6786
-0.2248
-0.5394
-0.0065
-0.2673
-0.9043
-0.8458
-0.6923
1.3522
0.298
0.533
0.8723
-0.959
-0.2059
0.4012
0.0623
0.0829
-0.4526
0.422
0.4545
-0.4516
1.2186
0.1951
1.0685
0.5688
0.1989
1.2097
0.6515
0.9824
-1.1724
-0.9095
1.0388
-0.4817
-0.5444
0.5565
1.7427
-1.3995
-0.029
-0.0802
-0.8227
0.3981
-0.4425
0.8844
-0.2857
1.3751
1.5542
0.0588
0.5242
0.7659
-0.985
-0.556
0.8613
-0.4511
-1.2656
-0.3908
-0.6875
-0.5147
-0.2649
-0.8819
-0.4087
-1.179
-0.3071
1.2343
-1.0611
0.7914
0.7481
-0.079
0.6757
-0.1281
-0.0881
-0.5307
-0.1912
-1.6434
1.9149
-0.649
0.2983
-0.3969
-1.1814
-0.5027
0.5936
-1.0051
-0.8285
0.1781
0.7631
-0.5747
-0.0349
0.1761
0.2688
-0.9697
0.1732
-0.2525
0.6093
1.1339
-0.4296
-0.8723
0.529
0.1215
-0.7619
-0.2576
0.5588
0.373
1.0033
-1.121
1.5095
-0.6275
0.6943
0.5113
-1.9272
0.9393
-0.773
0.5192
-0.2456
0.4292
-0.2039
1.2366
0.8166
-0.7773
-0.6077
-0.6482
0.5646
-1.0878
1.4506
-1.5654
-0.8618
-0.3366
-0.5448
-0.2889
0.6361
0.4688
-0.6915
-0.5755
-0.4255
0.8538
-0.564
-0.6326
-0.1255
-1.0191
-0.2394
-0.2957
1.5096
0.0833
-0.6744
0.0134
-0.7105
0.3597
-1.0527
-0.9401
-0.6334
-0.8383
-1.3409
-1.2976
0.9205
-0.4828
-0.8989
0.3193
-0.1281
-0.9295
-0.0431
0.1824
0.2876
0.3566
-0.5556
0.6377
2.137
-0.329
-0.45
0.7278
0.8457
-0.2601
-1.0936
0.4427
0.4115
0.3933
-0.8377
-0.1788
-0.3849
-0.538
0.0121
0.4148
1.6969
-1.5079
-0.3133
1.3093
0.1755
0.9229
0.899
0.3867
-1.2149
-0.1504
-0.2007
-0.4677
0.5005
0.311
0.1429
-0.1319
-1.0165
0.399
0.0005
-0.3579
1.034
-0.3
-0.8814
2.5806
2.1105
1.4253
-0.2803
0.8774
-0.5056
-0.7166
-0.1304
2.1862
-0.8889
0.9777
-0.0408
-0.4659
1.687
-0.5419
-1.0791
-1.0678
-1.0275
0.7302
1.457
-1.0019
0.6287
-0.0248
2.2531
-0.3731
0.2527
1.4991
-0.2759
-0.0621
0.379
0.6349
0.6788
0.4016
0.4064
-0.8202
-0.6062
-1.1233
0.5127
0.671
-0.1095
-0.06
-0.5637
-0.3866
0.4723
0.0812
0.1069
0.1447
-0.5893
0.1881
-0.3525
-0.6588
-0.0809
0.4287
1.2935
-0.7592
0.829
-0.5813
0.3999
-0.2974
0.8183
1.8766
0.5169
-0.6182
-0.0108
1.3409
-1.2516
-0.91
0.2167
-0.2485
-0.9252
-0.6041
0.0765
-0.6274
-0.8004
-1.3437
-1.4835
1.3417
-0.6551
-0.6194
-0.0607
0.0533
-0.6081
-0.0905
-0.883
2.2591
0.2031
-0.5754
-0.1069
-0.1954
0.0602
0.1468
1.3695
-0.1875
-0.5774
-0.0623
-0.0271
-0.9742
0.8978
0.1242
1.0037
0.4157
1.0057
-0.1024
-0.2345
0.2651
-1.7451
1.0468
-1.9049
-0.4694
-0.8418
0.3481
-0.126
-0.9183
0.009
-0.9466
0.4607
-0.4771
-0.7343
-0.8813
-0.0653
0.1513
-0.4814
-0.1347
-0.4293
1.9395
0.4265
2.7027
0.7093
-0.3737
-0.5038
0.0897
-1.2503
1.02
-0.0984
0.2965
1.0814
1.4384
-0.4057
1.0279
0.5274
0.6748
0.1046
-0.8938
-0.1842
0.5788
0.2673
-0.5958
-0.3146
-0.7574
0.7473
-1.0056
0.9306
-0.3866
-1.5615
-1.1023
-0.8764
-0.991
-1.4797
1.3257
0.4846
-0.5749
-0.2338
1.7421
-0.206
-0.4777
-0.0887
-0.0597
-0.174
-1.1077
0.2266
0.1541
-0.3358
2.1664
-0.3559
0.2238
-0.0272
0.2518
0.0537
-0.4452
-0.5561
-1.1543
-0.2586
0.5747
0.4892
0.5757
0.7364
0.0547
-1.2257
-0.0006
0.0269
0.398
-0.2251
1.5228
-0.5266
0.8823
0.9865
-0.6607
0.3734
-0.2827
-1.095
-2.1075
-0.3294
-0.7776
-0.1733
0.5086
-0.5288
-0.2274
-0.0558
0.3138
0.0229
-0.3438
-0.2294
-0.7814
13.4
0
516
62.81
BREAST CONSERVING
Breast Cancer
Breast Invasive Ductal Carcinoma
High
1
Basal
1
Negative
Negative
3
NEUTRAL
Negative
Ductal/NST
0
Post
10
Right
0
4.03
IDC
Negative
1
ER-/HER2-
15
1
Living
0.8865
-0.4173
-0.7044
0.0852
2.7826
0.7445
-0.3487
1.2722
-0.3447
0.1116
-0.4287
0.3069
0.8252
2.8664
2.1964
-0.6102
0.6515
0.3334
0.0352
-1.9925
-0.6759
3.4447
-1.4787
2.8856
1.2621
2.0404
1.5841
2.1676
1.8938
0.1802
2.065
1.6966
-1.1555
3.8563
2.5093
1.0775
0.9566
0.0055
0.1377
1.9758
1.3426
-1.4551
2.3767
-0.222
2.6595
1.582
0.6626
0.6727
-0.5724
0.3947
-0.3532
1.9826
-1.3561
-1.1788
1.4711
-1.6738
1.3953
1.836
0.353
-1.3543
0.1145
0.1142
-1.5239
-1.1286
-1.4065
0.5974
-0.2495
-0.4664
-2.187
0.0193
-1.1048
0.0044
0.2366
-0.3752
1.3521
3.0498
-0.4964
-0.551
-0.8848
-0.2143
0.1886
-0.403
1.0599
-0.035
-2.1557
5.0358
-1.0772
-0.0627
-1.0858
0.5432
0.6285
0.3585
-0.3109
-0.9145
0.4524
-0.7342
-1.5545
-0.6121
1.5034
-1.3628
-1.2456
0.6254
0.5275
1.2487
1.3238
-0.0513
-0.6436
-0.1877
0.247
-0.7699
-0.5995
0.1917
-0.1582
0.1185
-2.0723
-0.9916
-0.7623
0.4583
-2.159
-0.5954
1.3952
-0.256
-1.8815
-0.1216
-2.8328
1.2321
-0.2617
-0.7564
-1.4289
-0.2876
3.7447
2.1891
1.5296
-0.0796
1.0647
-0.0579
-0.3918
-0.1929
1.3853
-0.0515
0.0558
0.7673
1.5319
2.0029
-0.3247
3.795
0.1155
1.1556
-0.6261
-0.2733
0.6021
0.8222
1.9323
1.5513
-0.3981
-0.3951
-0.2633
-0.2272
-0.609
-0.5415
0.1205
-0.3627
1.4015
0.1629
1.0412
-1.7037
-0.5556
1.3298
1.2617
2.0182
1.3467
1.3495
0.9173
-0.4389
0.7674
-0.0355
-0.9563
0.739
0.3642
0.2604
-0.7233
0.7528
0.7091
0.216
0.3568
0.4176
0.707
0.3536
-1.5445
-1.942
-1.2075
0.6419
0.2827
1.9022
-0.5593
1.9057
-2.2387
0.1896
1.0572
1.7201
0.0893
-1.4757
-0.3047
-1.9384
1.9016
0.4225
0.8229
3.4701
-0.6037
-1.084
-0.7371
-0.2547
-0.763
-0.6082
-0.8363
-0.6751
-1.5087
0.0473
-0.3705
-0.2509
1.1566
-0.753
-0.4888
3.0064
-0.0037
0.2183
0.1226
-0.7038
-0.3396
-0.6779
0.1247
0.6517
-0.1672
-1.5227
-0.8795
2.1143
-1.0436
0.025
1.0373
-0.2347
-0.4458
0.8944
2.3658
-1.066
0.744
0.0329
0.5556
-0.0557
1.3047
-0.7486
-0.5236
-0.6572
-0.0567
0.6549
-1.7592
-1.588
-0.0504
0.2403
-1.1614
-0.8725
-0.9307
0.0287
-0.082
3.141
-0.1982
0.6055
-2.0033
0.0184
-0.1006
-1.274
-2.311
-1.1641
0.9896
-0.3792
0.422
-0.7732
1.1516
0.3671
-0.6992
1.022
-2.7178
-1.0288
-0.8804
0.8659
0.3853
-1.3026
-0.3233
-0.6464
-0.0976
-0.1623
-1.1118
0.0932
-0.5798
0.7866
-1.0965
-0.8715
-0.3933
1.1983
1.9939
2.5673
3.8149
0.7798
-1.3578
0.8027
14.8651
-0.3874
-0.5402
0.0298
0.5741
-1.2817
1.7021
-0.8857
-0.5262
0.6869
0.1738
1.9079
-0.9869
0.3509
0.2508
0.0012
0.4683
-0.1871
0.8941
-4.5156
0.192
-0.6601
-1.4301
-0.4637
-0.9448
1.238
0.6649
0.1887
-0.2635
-0.0794
-1.5609
-0.613
2.1721
1.9185
-0.9931
0.8021
0.2977
1.4891
1.5888
0.4749
-0.3787
-0.9455
2.8302
0.2098
-0.2856
-1.2617
0.1264
0.4755
0.1041
-0.4553
0.8715
0.4026
-1.3804
0.2253
-1.1502
3.2815
0.9221
-0.7306
-0.8559
-0.5778
-0.2403
-2.292
-1.2168
-0.7674
2.7749
0.6296
-0.8462
-0.0254
-1.1715
-0.4771
0.8262
-0.8228
-0.602
-0.8239
1.9518
-0.9221
0.8712
0.9942
0.8929
-1.0003
0.1244
-0.2493
-0.4034
-0.681
1.3281
1.551
-0.014
2.1096
-0.0006
0.7786
-1.5229
0.8485
0.4927
-0.9026
1.9367
-2.0526
0.301
-1.7368
2.1192
0.0278
1.4525
-0.0018
-0.2095
0.2487
1.6848
2.1007
-0.4536
0.9075
0.6851
-0.5054
-0.5936
-0.7276
-0.374
0.4933
0.3029
1.0121
0.3297
-1.0321
1.4675
0.8567
0.366
-0.4775
1.3846
0.5218
-0.7329
1.9572
0.3756
0.8532
0.6583
-0.5154
-1.912
-0.554
-0.4002
-0.9201
-1.2895
-0.7193
-1.2518
-0.6664
-0.6525
-1.2927
1.2754
-0.4319
0.2656
-0.0233
0.9058
-0.2717
-0.8955
0.1581
0.1548
-1.8896
-0.3067
-0.4169
-0.3866
-3.1232
1.44
-0.7241
-3.2053
-0.4907
0.7538
-1.8984
-1.5663
0.802
0.967
0.0481
1.1764
3.2138
-0.3696
0.702
-0.3225
0.2533
-0.7668
1.2351
-0.0173
1.4786
-0.0815
-0.6755
9.4935
0.3103
-1.0118
-0.2174
-0.6542
2.2452
-0.1678
-0.2813
-0.3478
114.466667
0
517
47.92
BREAST CONSERVING
Breast Cancer
Breast Invasive Ductal Carcinoma
Moderate
0
LumA
1
Positve
Positive
2
LOSS
Negative
Ductal/NST
1
Pre
9
Right
0
3.034
IDC
Positive
1
ER+/HER2- Low Prolif
17
1
Living
-0.7837
-0.8378
-0.5489
-0.3479
-0.2138
0.4205
0.349
1.1184
0.5568
-1.3948
0.8241
0.6876
1.2043
-1.0319
-0.2783
0.9022
-0.5356
-0.2746
-0.7921
-0.5251
-1.2104
0.0266
-1.4399
-0.3347
-0.7023
-0.9201
-1.002
0.7089
-0.7939
-0.1444
0.9096
-0.51
-0.5229
-0.5975
0.1332
1.7258
0.3873
-0.002
-0.927
-0.3111
-0.7372
-0.8785
1.9256
-0.1164
-0.6201
-0.3594
0.174
0.9306
1.395
-1.5253
-1.6019
-0.7941
-0.9422
0.0403
-0.5258
-0.3701
-0.2952
-0.7396
-0.2467
0.4324
0.3711
0.1157
-0.5257
1.4612
-0.2574
0.5956
1.3062
-1.0713
-0.3713
-1.178
-0.6322
-0.2775
2.2873
-0.1291
0.4544
-1.2932
1.382
0.9159
-0.9464
-0.3622
-0.8026
-0.1947
-0.1518
1.0243
0.2386
-0.471
-0.3808
0.7158
-1.0724
-0.8045
-1.2526
-1.1119
2.524
-1.3872
1.7103
0.7324
-0.6637
0.6277
0.7605
1.6697
0.4605
0.2131
1.6336
0.3279
0.2648
0.7203
-0.1588
-0.7562
-1.4449
1.0956
0.6207
-0.3504
0.6782
-0.6722
-0.0611
-0.3888
0.2895
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1.7726
0.5562
1.8877
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5.2163
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1.3181
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0.4403
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-0.079
0.6205
1.0032
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0.5764
0.9048
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0.6591
0.1757
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0.4925
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0.383
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1.3317
1.3834
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0.8131
0.5498
1.07
1.2729
0.4474
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0.6668
0.3009
0.7639
1.0424
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0.3305
1.0222
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0.7926
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2.2738
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0.3326
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1.0219
1.529
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0.5186
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1.8774
1.6864
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0.8556
0.1754
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0.3199
2.3886
0.7779
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0.449
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0.445
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0.2089
1.0045
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0.063
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0.2332
0.5287
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0.4334
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1.1776
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0.2944
1.8434
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0.6707
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0.5016
0.541
-0.2152
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-0.2493
0.0361
-1.0376
-0.4565
-0.2087
-0.8298
-0.3678
2.085
0.8643
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-0.0409
0.5871
-0.0911
-0.0976
0.8496
-1.6245
0.3888
-0.4868
0.5698
-0.7652
-0.6882
0.9863
-0.4723
-0.9823
-0.4443
-1.6155
-1.2475
1.7228
-1.1806
0.4913
1.0735
-0.0369
-0.2666
-0.2367
0.4629
-0.2071
0.095
-1.0564
0.0131
0.4782
2.0886
0.7507
0.5032
-0.1232
-0.6388
0.0225
-0.9365
-0.5425
1.8598
-0.6893
0.5198
-0.2424
0.4434
0.1907
-0.6854
1.1057
0.8963
0.0993
0.4432
3.2791
-1.6733
0.0561
0.3924
1.2031
-0.1269
-0.0996
0.2971
-0.3099
1.3031
-0.9253
-0.3442
-0.1098
0.0049
-0.3852
1.5992
-0.3748
0.8129
0.9885
-0.7135
-1.2245
-0.3505
-0.5753
-1.0614
-0.8529
0.5729
0.1152
0.2608
0.7538
-0.2783
-1.0624
0.8647
0.7494
0.3119
0.2647
1.8531
2.0886
0.2589
-0.996
-0.6549
0.2442
0.0264
-0.2887
-0.7838
1.1395
0.0828
0.5351
1.9221
-0.6771
-0.7998
0.4111
0.1948
-0.3525
-0.1885
0.7754
0.1766
1.438
-0.7932
-1.0307
0.2161
1.117
1.6101
0.5503
-0.5567
0.0477
1.6337
-1.1622
0.9282
0.4862
-1.0936
1.2485
-0.6242
-0.0961
-0.3096
0.4068
-1.1045
0.4495
0.6682
0.8796
0.1295
1.5294
-0.7655
-0.5753
61.9
0
519
61.99
MASTECTOMY
Breast Cancer
Breast Invasive Ductal Carcinoma
Moderate
1
claudin-low
1
Positve
Positive
3
LOSS
Negative
Ductal/NST
1
Post
4ER+
Right
23
6.13
IDC
Negative
1
ER+/HER2- Low Prolif
65
3
Living
-1.0598
-0.5132
0.1685
0.4873
0.6452
1.4067
0.2783
0.1381
1.6074
0.0213
-0.8115
-0.851
0.0759
-0.8085
-1.6184
0.433
-1.0834
0.3087
-1.2763
-1.4065
1.3617
-0.2851
1.4891
0.2384
-0.7309
-0.4018
-0.7242
-0.3425
-0.819
-0.2256
-0.9955
-0.118
1.5217
-1.1344
-1.3809
0.9819
0.3964
0.3481
0.5435
-0.4838
-0.9322
0.4498
1.6223
-1.7266
-0.6496
-0.8713
0.4493
1.5935
3.0432
1.7891
1.4366
0.7067
1.6338
2.4238
-0.0398
-0.9609
0.4828
-0.4365
-0.4363
0.0241
-0.4813
0.3799
-0.0198
-0.5939
-0.1783
-0.054
-0.5811
0.104
-0.0062
-1.815
-0.1619
-0.0006
1.6394
1.2315
0.1999
0.2198
0.4885
-0.1488
-1.8487
0.8866
-1.1912
-0.8221
0.8552
-0.8898
-0.785
1.0681
0.5362
0.414
-1.6993
-1.0458
0.1605
-2.477
-1.9218
-1.3379
0.2389
0.5988
-0.9801
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1.138
-0.8745
0.6334
1.6201
0.4936
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0.2215
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-0.8977
1.3557
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1.3857
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2.8132
0.0056
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0.9371
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1.5083
2.1858
0.4311
0.5821
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0.3043
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0.8165
0.2855
0.0871
1.3216
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1.1599
3.3887
0.263
-0.4762
1.0944
0.8402
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0.2364
1.1331
0.4354
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0.2363
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1.0326
0.5225
0.9886
0.8642
2.0003
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1.2786
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0.4212
0.7581
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1.1157
1.1188
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0.9377
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-1.7346
-1.2393
-0.5477
-0.173
-0.5351
-1.248
2.1313
-0.9834
0.6968
0.0164
-0.3458
0.0521
-0.8394
-0.0447
0.9831
-1.2386
0.611
0.4337
-0.6853
0.8961
0.0969
-0.5672
-1.3812
0.7148
-1.4145
0.0423
-0.4267
-0.4356
-0.604
-0.5404
-1.5969
-0.4528
-0.577
-1.8408
-0.6844
1.9237
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0.5814
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0.4051
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0.5646
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1.2233
1.1043
-0.0251
1.0083
1.2724
-0.6357
0.9184
0.6516
1.0197
-0.4287
0.42
0.7062
-0.466
0.8861
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1.3402
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0.2085
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0.9335
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0.3937
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0.098
0.8633
0.9548
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1.158
1.116
0.3859
0.9202
0.162
-0.8969
-0.5755
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1.3222
0.7585
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0.3067
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0.0468
0.1476
1.3347
-0.489
-0.401
-2.0983
1.0529
0.5252
1.9307
-0.5895
1.2718
-1.514
-1.1385
2.03
1.9969
-0.0028
-0.4757
1.0981
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0.1083
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0.5564
1.7027
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0.6379
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0.3463
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0.4364
1.4529
0.2308
0.3043
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0.4414
2.7743
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1.7338
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1.7546
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0.1786
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0.1851
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1.417
-0.2559
1.1406
-0.9444
-0.421
0.6099
-0.6497
-1.1355
0.8101
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-0.5876
-0.8746
-1.0174
1.127
3.2739
0.0013
1.0205
0.411
-0.7969
1.3913
1.3847
0.7179
-0.2401
-0.78
-1.4547
-0.2328
0.3143
-0.6959
-1.5565
-0.0325
1.8424
-1.2781
0.8757
-1.1162
1.0461
0.3072
-0.0902
-0.06
1.2716
-0.7462
-0.8235
-1.4297
-0.3713
0.4808
-0.8843
0.3706
1.4359
0.1024
2.1317
-0.6429
0.6343
0.4651
-0.8285
0.0191
-0.1461
-0.3123
-0.889
-0.0974
0.1212
-0.6383
2.0861
-0.5566
-0.4032
-0.4121
0.8125
0.0893
0.8122
0.4772
0.1764
-0.2937
-0.726
-0.0741
0.1022
-0.1574
0.0062
0.0203
-0.4099
-1.5163
-0.864
-0.1095
0.6004
-1.1208
-0.721
-0.5689
1.4018
-0.2478
-0.5561
1.0846
0.236
0.2013
0.6347
-0.2846
-1.2669
-0.754
-0.6727
0.7845
-0.4329
0.8478
0.2549
-0.9609
-0.6551
-0.8803
0.242
-1.1641
1.0487
-0.5574
-0.9967
-0.8284
-0.4526
1.7405
0.4248
1.2889
-0.1122
-0.8034
-0.603
0.0044
-1.4733
-1.6013
-0.7658
0.0082
-0.2746
-1.4951
-0.6127
-0.179
1.764
0.738
-0.6467
-0.5591
-0.6561
0.7575
0.0661
-0.0176
0.9412
0.3899
-0.9815
-0.5073
0.6168
-0.4175
-0.8002
-1.0776
-1.192
0.3309
0.7022
-0.8434
-0.3085
-0.0505
-0.6653
110.966667
0
521
52.2
MASTECTOMY
Breast Cancer
Breast Invasive Lobular Carcinoma
High
0
LumA
1
Positve
Positive
2
NEUTRAL
Negative
Lobular
1
Post
3
Right
3
4.06
ILC
Positive
1
ER+/HER2- Low Prolif
30
2
Living
-0.5142
-0.1683
0.1806
0.2886
0.0573
0.7701
-1.5859
-0.1839
0.0129
-0.0817
-1.0405
-0.0834
1.3881
0.6458
-0.3009
0.0953
0.3938
0.1719
-0.3439
2.0059
1.1785
-1.1164
-0.1441
-0.2034
-0.7707
-1.1765
-1.0464
-0.6035
-0.9046
-1.3051
0.723
-0.0488
0.3464
-0.311
1.1423
0.6324
0.8171
1.3582
-0.544
-1.6136
-0.765
-0.0934
0.0322
-1.7847
-0.4534
-0.8246
-1.2131
1.9265
1.3503
-0.3114
-0.9368
-0.0532
0.8916
-0.1083
-0.6841
0.76
0.6087
0.7905
0.2165
-0.6178
-0.8297
2.0558
0.0225
0.2163
-0.8539
0.929
-0.6679
0.1654
0.197
-1.3868
-1.4171
-0.897
0.6308
-0.3941
-0.4936
1.0128
0.658
-0.2785
0.2196
-0.9436
-0.3832
-1.2623
0.4506
-1.7214
-1.1318
1.8969
-0.2786
-0.1715
-0.5995
-1.222
-0.245
-0.9814
-0.24
0.1644
1.1729
1.7189
-0.7583
1.1658
1.1126
-1.1177
-0.5503
1.2161
-0.2026
1.5268
-0.4284
-0.7595
0.6082
-0.0871
1.4108
-0.4806
0.5046
0.7009
-1.182
1.4044
-0.7433
-0.4034
-1.4764
-0.4306
-0.1865
0.1237
-0.4194
-0.0149
0.2256
-0.356
0.9429
-1.4252
-0.227
0.1272
0.5069
-0.7178
1.0299
-0.3829
-0.2309
-0.1856
0.7499
-0.4771
1.1878
-0.272
1.1366
1.7364
1.2822
0.5859
-1.1315
-0.4004
-0.0537
0.0475
-0.2692
-1.3171
-0.7798
0.5328
-0.1414
1.1705
0.5809
1.6858
-0.4774
-0.1841
-0.3454
-0.4796
-0.2474
1.2718
2.9542
-0.218
1.3612
0.1133
-0.0273
1.1691
0.4231
-1.1278
1.1216
-0.5769
0.136
-0.0212
-0.4585
2.1198
-0.186
0.0222
-1.409
0.2881
1.078
-0.8907
1.5813
-0.7469
2.7964
-0.3331
0.1854
-0.8182
-1.1818
-0.0014
0.6217
1.7324
-0.555
0.6466
-0.6495
0.7587
-0.6254
1.0762
-1.1557
-0.3978
0.434
-1.2932
-1.0349
-0.2285
-1.0401
-1.406
-0.7895
0.7822
0.333
-0.4799
-0.7172
0.2022
-1.0918
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0.7059
0.2693
0.6054
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0.2102
1.2516
0.3158
2.433
1.442
-1.4085
0.1542
0.3779
-1.2344
0.2675
-0.3775
-1.1661
1.8123
0.7902
-0.1511
-0.0613
1.0226
0.8277
-0.585
-0.0391
-0.9686
0.6321
-1.4991
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-0.3202
0.0413
0.1182
1.2063
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0.7555
-0.6917
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-1.6948
0.3739
0.4767
-0.3614
1.0751
0.6109
0.2341
0.5533
0.5266
-0.6295
-0.0904
-0.361
-0.0348
3.356
1.5444
0.5598
0.9673
0.8524
0.2053
-0.8135
-1.079
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-0.4045
0.1167
0.1802
-0.7262
0.6506
-0.2282
-1.1194
0.6771
0.1349
-1.2194
-0.6094
-0.155
0.2791
-0.2724
0.8533
1.0563
0.2903
-1.5679
-1.4376
0.5953
0.4835
-0.0792
-0.6949
0.2889
0.5853
-0.1781
-1.0691
0.6323
0.0373
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-1.8283
-0.4012
-1.2347
0.5183
0.9977
-0.3478
0.0907
-0.026
0.7747
0.3796
0.2172
-0.1683
-1.2646
1.0552
0.4042
1.7516
-1.2544
-0.6963
-2.063
-0.8559
0.1847
0.2774
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1.2485
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0.8109
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0.7941
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0.549
0.1171
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0.6521
0.0966
0.7999
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0.9754
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0.7351
0.6202
0.1736
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2.5025
0.3175
0.9594
-1.2092
1.1281
-0.5437
-0.0535
0.2304
-1.0841
-1.3715
0.3883
-0.4271
-0.8892
0.9664
0.1052
0.5155
0.3603
0.0052
0.8854
1.1515
-0.1167
0.1418
0.2797
1.5498
1.5297
0.3038
0.4491
-0.1041
-0.6602
-1.2759
0.4356
-0.6011
0.2706
-0.6165
-0.0742
0.5838
0.4491
0.7635
0.4475
-0.1979
1.2311
-1.2519
-1.1785
-0.4324
1.1742
2.1228
0.2236
0.9802
1.4786
-0.8918
0.835
-0.8919
-0.2678
0.0556
0.1537
0.0477
1.21
2.1436
1.58
-0.4651
0.867
1.1169
0.1552
0.3608
0.0285
-0.1451
0.2079
-0.6761
-0.1993
1.7949
-0.0303
-0.4052
-0.4234
0.4479
0.1258
0.7431
0.0093
0.2565
0.6589
2.9882
0.3707
0.4609
1.1079
1.6367
0.5912
0.1492
-1.9252
-0.739
-0.0928
-0.4797
0.8093
1.3289
0.0679
1.7883
0.9108
0.3173
-0.2145
0.9856
1.0415
1.456
1.9619
0.3624
-0.2187
0.6684
-0.5105
-1.5802
0.0377
0.337
1.1289
0.9601
0.6515
-0.0784
0.9546
0.6861
-0.7615
-0.5728
0.3643
-0.7546
-0.5799
-0.2775
1.6056
0.0747
0.0473
0.0611
-0.5211
-0.6319
-1.2408
-0.7757
-0.2556
0.5791
-0.1
212.2
0
522
54.08
null
Breast Cancer
null
Low
0
Her2
1
Negative
Negative
null
GAIN
Positive
null
0
Post
5
null
0
2
null
Negative
0
null
null
0
Living
0.4369
0.1087
-0.9968
-1.5163
-0.817
0.9005
-2.0407
0.1784
1.4839
0.215
0.1471
-0.1518
0.2628
0.9251
0.2889
0.7645
2.4916
-0.0318
1.3639
1.1991
0.623
0.2287
-0.3492
-0.403
1.3648
1.1938
0.0824
-0.8046
-0.5146
-0.6118
-0.409
0.0645
-0.0467
-0.6524
-0.4357
-0.2396
0.2437
0.1346
0.3734
0.7782
0.3275
-1.1772
1.2098
0.6174
-0.4255
0.7029
-1.3153
0.7191
-0.5205
-0.195
-1.8637
-0.8876
-0.8888
-1.7962
0.1316
0.4118
1.0253
-0.625
0.8696
-0.0759
0.482
-0.5338
0.985
0.3014
-0.2954
-0.9524
-0.2258
0.6878
0.3215
0.5853
-1.2032
0.0496
0.5408
-0.6557
-1.3264
2.0004
1.459
0.9805
-0.0877
0.8037
-0.5768
-0.8971
-0.6751
1.4517
-0.8806
-0.2277
0.2181
-1.8278
0.2767
-0.2559
-0.2674
-0.51
-0.3197
-0.2582
0.0948
1.0307
-0.6677
-0.8904
0.6224
-1.3218
-0.813
1.1649
-0.7629
2.9333
1.0429
-0.7935
0.3947
0.1001
0.4396
0.9056
1.5025
1.1555
0.3431
-1.2802
1.2688
-0.9539
-0.3905
1.0756
0.2308
0.3186
0.1179
0.1376
-1.3296
0.5241
0.6077
-0.2255
-0.8049
1.5513
1.064
0.4558
0.6971
0.7382
-0.4914
-0.7128
0.4032
0.9146
0.7468
1.4222
2.4554
0.1726
1.9659
-0.1471
1.4717
-0.738
-0.0113
1.9965
1.8487
-0.3779
-0.4184
0.1007
-0.2219
0.5498
-0.429
2.5285
-0.3575
-1.5333
1.881
0.5445
-0.5424
0.4963
0.0886
-0.2322
-0.5105
0.1413
0.8007
-1.0046
0.2773
-0.6965
-1.6721
-0.2718
1.9711
-0.6049
-0.612
0.4708
-1.3878
2.0457
-0.1166
-1.0359
-0.1141
1.3056
0.3675
0.2055
1.2688
0.2598
0.8193
-1.618
0.9683
-0.8616
-0.1184
0.801
-2.8729
0.125
1.7631
1.0498
-0.2849
0.6449
-0.1449
-0.8124
2.7006
-1.1432
1.8042
0.6095
-0.3554
0.6459
-0.4687
1.1412
-1.4881
3.4245
-0.5457
-0.6953
-0.0644
0.5889
0.9412
-1.049
-1.2595
-0.1099
0.9561
-0.3239
0.3408
-1.0922
0.493
0.5204
0.1368
0.176
0.7298
0.1084
1.4324
-1.096
0.2426
0.6436
-0.3027
-0.0083
-1.081
1.3406
0.1552
0.0335
0.8419
0.0848
-0.8255
-0.1161
0.5945
0.3304
-1.2729
-1.046
0.2374
0.7933
-0.5626
-0.3662
1.375
-0.7462
0.349
0.2247
1.5421
0.6602
1.2746
-1.1624
0.0506
0.0385
0.4297
-1.4659
0.6344
-0.3495
-0.2446
-0.4106
-0.8803
-0.1714
0.2422
0.1812
0.5164
-0.5102
1.5269
-0.0057
0.3075
-0.9933
-1.0244
-0.9735
0.3042
0.9357
-0.7479
0.3477
-0.8075
-0.7697
0.3813
-0.2094
-1.3916
-0.296
-0.6184
0.6572
-1.157
-0.5389
-0.3942
-0.5246
0.4744
-0.649
1.5525
-0.753
-0.314
-0.9399
-0.3876
-0.1646
-0.0302
-1.1845
0.0581
0.9227
-0.2507
-1.1443
-0.1953
0.0471
-0.8092
-1.2313
0.8037
-0.262
0.1435
1.0151
-0.0857
-1.6887
0.5865
-0.1079
1.3829
0.8726
1.3674
-2.1308
0.8001
-1.5912
-1.175
0.8546
0.3652
-0.3892
-0.689
0.0482
-1.2911
-1.558
-0.4597
-0.661
-2.7026
-0.127
-0.6823
-0.1721
-0.6766
0.5091
0.5127
-1.0784
1.1205
-0.5206
-0.1413
-0.6597
-0.8337
0.2604
-0.5303
-0.5586
-2.0417
1.0387
-1.0325
0.0625
0.9387
0.5034
-0.1206
-0.471
-0.2965
-0.2698
0.3069
-0.4279
0.4761
0.358
-0.1101
1.1507
0.7723
-0.3054
-0.8805
-0.4579
-0.5787
0.2563
0.1656
2.0355
1.1766
-0.0134
-0.5848
0.1791
1.0733
-0.5323
0.6441
0.6123
-0.3619
-0.5949
2.0093
-1.8612
-1.6257
-0.7583
-0.3432
0.751
0.0762
0.9036
-1.2217
0.4171
-0.351
1.2225
0.4529
-1.2429
1.6699
-1.1967
-0.9736
-0.3798
1.6317
-0.6645
1.7851
-0.3256
-0.1987
0.0799
1.386
0.0237
-1.2217
-0.2014
-0.5518
-0.9386
0.0554
-0.3034
0.0428
0.3634
-0.1717
-0.559
0.2685
0.5435
-0.3099
-0.7693
0.2735
0.5056
-0.2308
0.6014
0.9248
0.1697
0.3574
0.8739
0.6885
0.5789
0.3416
1.0617
1.012
0.0587
1.3448
-1.2823
1.44
-0.6154
1.5208
-0.5718
-1.1999
1.6125
1.3201
-0.0918
1.1917
-0.5727
-0.2223
0.5225
1.7233
-0.3864
-1.4997
1.4618
-1.0897
-1.0343
-0.1007
0.461
-0.7995
0.6896
-0.0393
-1.4903
-1.3906
1.4798
0.2431
-0.09
-0.3332
0.0134
0.079
0.3595
-0.4269
-0.9492
-0.1754
-0.7335
0.596
0.3054
-0.058
0.805
1.8077
6.329
0.5747
-1.2762
-2.5563
0.3656
-0.1781
0.2289
1.8381
2.5
0
524
40.65
BREAST CONSERVING
Breast Cancer
Breast Invasive Ductal Carcinoma
Moderate
1
Normal
1
Positve
Positive
3
NEUTRAL
Negative
Ductal/NST
1
Pre
4ER+
Right
0
4.02
IDC
Negative
0
ER+/HER2- Low Prolif
10
2
Living
-0.886
1.4822
-0.9754
-1.2081
-0.4427
-1.2054
0.3489
-0.1603
-0.0934
-1.3022
0.3372
-0.5605
-0.5454
-0.5099
-1.068
-0.3475
-0.8996
0.8877
0.0346
-1.0045
0.1763
1.0362
-0.0024
0.0559
-1.5448
-1.4001
-0.8744
0.1705
-1.5064
0.1636
-0.374
1.1849
2.0283
0.6508
3.2933
0.5819
1.2582
0.0185
-1.5196
-1.4314
-0.7915
-0.4602
-0.3868
0.1164
-1.0255
-0.1696
0.535
1.169
-0.163
-0.2507
0.0649
-0.3293
-0.3035
-0.1527
-0.5237
-0.1953
0.4524
-0.3552
0.3676
-0.2824
-1.4072
-0.1108
-0.1942
-0.7634
-1.6151
1.5472
0.2312
-0.3398
-1.3746
0.7049
-0.2847
0.7844
-0.0139
0.1786
-0.3764
-0.5991
0.9368
0.5204
1.7851
-1.5199
2.9053
0.6713
0.182
-0.4329
-0.5912
0.0941
-0.1691
-0.278
-0.355
1.5972
0.0296
0.9174
1.59
-0.7759
-0.2446
0.9945
-1.0958
0.4493
0.3622
-1.4328
0.3803
-1.1997
-0.3102
1.1681
1.3021
-0.7945
2.2181
1.888
2.3864
0.2514
1.4961
1.041
-0.4892
-0.0564
-1.3007
-0.8261
-0.6066
0.2806
0.1754
0.3998
-0.7184
0.3196
-1.1667
-0.4555
1.4811
-0.1108
-0.216
0.2867
-0.5047
-0.7612
0.1275
0.1798
-0.3972
-0.2234
-0.5869
-0.569
1.4745
-1.1098
0.123
0.8307
1.6303
-0.8413
-1.2369
-0.3535
1.0814
-0.3065
-1.0786
1.6883
0.4072
0.1932
0.2493
-0.1604
0.0365
0.7476
-0.5856
-0.6692
-0.2279
-0.3608
-1.8495
1.9358
2.1823
0.6045
-0.031
0.2426
1.1742
0.8348
-1.047
2.2015
0.8614
0.1682
1.1234
-0.2951
-0.1682
0.3182
-0.0842
-1.1453
0.3519
-0.233
0.9261
2.0933
-1.0761
-1.0311
0.4313
-0.9944
0.3471
-0.739
-0.7098
-0.7165
-0.4762
-1.0189
-0.3696
1.277
-0.0815
0.1715
-0.4784
0.7995
-0.3833
-0.8786
0.6741
-1.1108
-1.6436
-0.7019
-0.5969
-0.5702
1.7822
7.2753
0.691
2.7153
1.6936
0.3894
1.3822
-0.2227
-0.9296
-0.4427
1.0691
-0.5239
0.1822
0.2594
-0.2373
1.0235
0.3584
3.0526
3.2124
0.8036
0.5412
-0.913
-0.4718
-0.6486
-0.604
1.7343
-0.2377
1.1835
1.1939
-0.1201
-0.1951
-0.1906
-0.3331
-0.1049
0.5486
-0.0927
-0.4802
-0.1469
-0.5854
-0.8597
-0.3714
-0.5941
-0.0016
-0.9078
-0.7588
0.1012
0.3009
-0.6242
-1.5212
1.152
-0.0696
-0.5968
0.632
0.4398
0.4208
0.7318
-0.7749
-0.9911
-1.5475
-0.9327
0.4424
0.5341
1.0164
0.197
0.1723
-0.0586
0.7117
-0.4791
-0.6412
0.9908
0.2636
0.0517
0.5616
0.125
1.0901
-0.5798
-0.0186
-1.1283
-0.0149
0.7092
0.4299
0.3106
1.803
0.1164
0.622
-1.1734
0.7524
-1.256
0.3662
-1.352
-0.4393
1.237
0.3697
0.0609
-0.264
2.463
0.4005
-0.2383
0.5216
-1.8427
-2.9102
-0.4281
-0.3001
-1.2789
0.6892
0.0289
-0.0619
-0.0403
-0.7341
-0.1341
-0.1229
1.5381
-1.4737
-0.0922
1.5849
-0.1845
-0.0311
-0.163
0.2939
0.1825
0.3427
0.6015
0.3444
-0.5483
-0.2012
0.4483
0.6728
1.3241
0.3855
0.9281
-1.0826
-0.4494
0.5855
-0.337
-0.6009
0.5176
-0.6275
0.8367
-0.0804
-0.5157
0.6154
-0.3522
-0.688
-0.3034
-0.5399
-0.1483
0.2209
0.5115
-0.6869
0.0017
-0.5218
-0.4593
0.2684
-0.3788
0.334
2.5162
0.1523
-1.7146
-0.4956
0.5239
-0.3287
-0.9564
1.3537
-0.7682
-0.4516
-0.1114
-0.022
0.5683
-0.7515
-0.9398
-0.2796
0.2407
0.6534
0.1868
0.3511
0.5169
0.1254
-0.4389
1.9833
-1.4699
0.3542
-0.962
-1.1888
0.0074
-0.9793
-0.7585
0.7973
-1.084
-0.429
0.5923
0.2422
1.0998
-1
0.8404
0.0064
-0.9195
-0.4601
-1.3349
1.3442
1.7589
-0.7271
0.0046
1.1914
-1.2138
-0.429
-2.1945
-0.4079
-0.5837
-0.2816
-0.277
0.9993
0.8692
0.1235
0.6283
-0.8043
-0.8772
-1.0143
0.4619
-0.0679
-0.534
-0.5905
0.5951
-0.3823
1.2416
1.6529
0.3024
0.471
0.5678
0.79
-0.5995
-1.2722
0.4572
1.1164
1.3502
0.933
0.1198
0.5431
0.0699
-0.4285
-0.8751
1.6544
0.1793
-0.919
-0.0308
-0.2818
-0.8111
-0.9901
0.4729
0.2715
-0.3087
2.2675
-0.3984
0.8639
-1.5657
1.9403
0.5294
-0.6449
1.5995
1.5132
-0.2139
1.0702
0.84
-0.1836
-1.1504
-1.443
0.0069
1.7792
-0.6232
-0.8742
0.0844
-0.2756
-1.2228
0.1175
0.1081
0.6201
0.8129
0.3161
-0.4897
-0.8934
0.7833
-0.2655
-1.4208
-0.3099
-0.4537
-0.8316
80.833333
0
525
48.47
BREAST CONSERVING
Breast Cancer
Breast Invasive Ductal Carcinoma
High
1
Basal
1
Negative
Negative
3
NEUTRAL
Negative
Ductal/NST
0
Pre
4ER-
Right
0
4.05
IDC
Negative
1
ER-/HER2-
25
2
Living
-0.5195
3.1143
-0.246
-1.1286
0.8587
-0.3803
0.8575
0.0143
1.3481
-1.1965
-1.1789
-0.6172
-0.055
-0.9038
-0.2839
-0.065
-0.337
-0.5317
-0.2296
1.1601
0.3904
1.0603
0.6314
0.6801
-0.2186
0.1537
0.9031
0.4069
-0.3135
-1.4226
-0.2855
0.4798
-0.5997
-0.8087
-1.0991
0.4582
0.912
-1.3905
-1.8975
0.7813
-0.51
1.327
-0.8087
-0.1128
0.5561
1.2601
1.0056
0.8696
-1.525
-0.9395
-0.5618
0.9013
-1.2968
-1.6286
-0.844
-1.422
0.2403
2.1876
-1.7024
-1.341
0.286
-1.4634
-0.8554
0.7752
0.0516
1.1861
0.0343
0.1198
-0.9895
1.0509
-2.0749
2.5612
0.8369
0.6658
-0.2889
-0.8643
-0.0137
0.316
-1.1694
0.724
1.0304
0.6114
0.4986
-1.7248
-0.3336
1.2783
0.9008
0.1647
-0.8861
0.7524
1.5382
-0.0647
-0.9459
0.8965
0.0704
-0.1772
-2.9425
-0.0725
0.1965
0.5951
0.459
-0.746
0.5599
-0.1595
0.9875
0.6437
-0.0986
-0.4087
1.2903
-0.0569
0.2197
1.0777
-0.2404
0.247
0.575
0.4502
0.6525
0.7123
-0.9354
2.8982
1.2378
-0.4851
-2.3897
-0.6858
-0.3072
-1.509
1.5767
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0.1598
0.0466
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0.4694
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-0.8901
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0.5493
0.9109
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0.8249
0.6251
0.662
2.1144
-0.6762
3.6699
-0.1866
-0.5917
-0.3599
-0.8347
-0.5132
-1.6295
2.6151
-0.7175
1.8093
0.0094
-0.7937
-1.2901
1.2828
0.1844
1.8825
0.0249
-0.8377
0.621
-0.3715
1.2983
-1.008
-1.0551
-0.2131
1.7401
0.8161
-0.8275
0.2584
-1.1031
-0.8475
0.2895
0.9131
0.5647
1.3473
0.7618
0.3094
2.4189
0.0052
0.6099
0.8368
0.7385
-0.2157
-0.9114
-0.3525
-1.471
0.2403
-0.8618
0.7201
0.7387
1.8959
-0.1041
1.0503
-0.2316
-0.2944
0.8455
0.6545
0.5165
-1.1664
0.7428
-0.1473
-0.1643
1.5679
2.4039
1.6892
-0.2405
1.5015
-0.52
0.8665
1.0354
2.9747
-0.7784
0.3975
0.2784
-0.7875
0.6096
0.2101
1.9295
1.1548
-0.049
0.2223
0.236
0.1094
0.8968
0.2061
0.8237
0.5335
0.7879
0.5029
1.6261
-0.5798
-1.5009
-0.3676
0.5326
0.1273
-0.739
-1.9485
-0.2378
0.5513
0.2867
1.2667
-0.5356
-0.9135
0.7
0.1025
-0.9149
0.4881
0.5457
0.2665
0.027
-0.9002
-1.1109
0.2956
-0.3661
0.2181
1.5325
-1.3657
-0.5066
0.3459
1.3836
0.2564
0.837
-0.7527
-0.4994
0.4079
-1.6555
-0.162
0.9257
3.1098
0.2514
0.6306
0.0295
-1.0786
0.1733
-1.3342
0.5575
-1.1823
0.0285
0.1294
0.8373
0.1241
-0.1382
1.7901
1.2109
-0.1794
-0.4053
-0.5772
-0.0739
2.4285
-1.054
0.3392
-1.2049
-0.374
-0.677
0.2554
2.7153
0.2507
1.4002
-0.5821
-1.7173
-0.0892
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-0.1896
0.2672
1.7977
0.2028
-0.5397
1.6242
-0.278
0.275
-0.6337
0.6619
1.4966
-0.5135
-0.7409
-1.5386
-0.0246
-0.0893
0.1039
0.3107
-0.7696
-0.7605
-0.2655
-0.4587
-1.8271
-0.6724
0.4323
2.0771
-0.2102
0.5857
0.5649
-0.4481
0.2419
1.1943
-0.755
-1.8344
-0.7673
1.6342
0.8442
0.277
-0.8924
-0.7068
-1.2541
0.1722
-0.6801
0.0528
0.1605
1.1953
-0.3215
0.2853
-0.0111
0.3508
-1.6043
-0.3949
-0.1612
2.2687
0.7645
0.6069
-1.0814
-0.0566
0.1742
-0.0396
1.4893
-0.249
0.4886
-0.4964
-0.1131
-0.8115
0.3427
-0.6776
0.9902
-0.8006
-0.6552
-0.7431
-0.2249
-0.0973
1.9434
1.8989
1.5019
-0.4561
-0.574
-2.0042
-0.2333
0.461
1.8338
0.3667
-1.2334
-0.2994
0.1036
0.7658
0.6798
-0.0793
-1.992
0.114
0.5827
-0.4453
-0.0148
-1.9347
1.7013
1.2886
-1.7923
1.102
0.6277
-0.6945
0.2115
-0.8162
-0.7716
-0.6934
1.0669
-1.6035
1.0117
1.6006
1.2763
-0.3657
-0.3697
-0.9522
-0.8081
-0.4562
0.4363
-0.9672
1.6864
-0.1969
0.7692
-0.3261
1.0585
-0.3764
2.4887
0.0722
2.0817
1.1031
0.3709
-0.4307
0.691
-0.0892
0.8623
0.1849
0.1697
-1.1923
-0.9498
-1.3788
2.739
0.1735
0.2818
3.8413
-0.0971
-0.9929
1.9762
0.2628
0.9347
0.4988
-0.0493
1.7324
-0.7928
-2.3017
1.5784
0.1738
-1.9494
0.1195
1.8128
-0.5849
-0.2558
0.986
0.3245
0.0122
1.2134
-0.9566
0.7905
1.3277
-1.2473
0.9241
-1.061
-0.9617
-2.0523
0.2379
1.1529
2.7173
2.834
3.0607
-1.3328
0.2452
-1.3293
-1.4088
-0.6644
0.5873
1.645
65.866667
0
526
72.18
BREAST CONSERVING
Breast Cancer
Breast Invasive Ductal Carcinoma
High
0
LumB
1
Negative
Positive
3
NEUTRAL
Negative
Ductal/NST
0
Post
2
null
0
4.03
IDC
Positive
0
ER+/HER2- High Prolif
15
null
Died of Other Causes
-0.1438
0.1045
1.4347
0.7672
0.5284
0.5125
0.1642
1.5055
1.4574
-0.8862
3.1571
-0.0878
-0.6587
-0.5438
-0.3504
1.0003
1.8443
1.6195
0.0081
1.0868
1.3386
-1.7428
-0.114
-0.4453
0.347
0.9023
-0.9411
0.7916
-0.91
1.4805
0.5665
-1.143
-1.3419
-0.2899
-1.1285
-0.7143
2.2998
1.2457
-0.5718
-0.1243
-0.845
-2.0275
0.393
-0.9357
-0.0396
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-0.2068
0.1371
-0.9811
-0.4495
-0.8713
0.4797
0.6019
-0.3486
2.3764
1.027
1.3171
-2.1379
-0.2963
1.1673
-1.9519
-0.8395
-2.2658
-0.5994
-0.4179
-1.6158
-0.3863
-0.9102
0.4844
-0.8611
-0.1228
0.9769
-0.2236
-1.5092
-1.0139
-0.285
1.2055
1.5303
-0.8252
-0.838
-2.2593
-1.5281
-0.364
-1.4135
-2.1822
-0.4496
-0.5254
0.2652
-0.6992
-2.0854
-2.0535
-1.9921
0.1001
-3.0337
4.9465
0.068
0.3721
0.109
-1.3975
-1.1024
0.5539
0.6347
-1.2473
0.3024
0.4728
-0.3821
0.8125
-1.2669
-0.5508
-0.9709
1.2664
-2.8192
0.5536
-2.2125
-1.8613
-0.6229
0.0137
-2.6838
0.3619
0.3825
-0.0537
0.233
-0.391
1.2764
-0.0982
0.0075
-1.0763
3.5598
0.3173
0.1096
0.8848
0.0258
2.5033
1.8565
-0.0341
-0.0914
0.6799
-0.5178
-0.4932
3.6824
-0.2092
0.911
-0.1626
0.4855
-0.8212
-0.6491
4.2188
-0.4543
-1.8148
-0.6467
-0.1304
1.5268
-0.7802
0.5444
0.0996
-1.854
-0.4308
-0.2216
-1.2719
0.4607
-0.4969
-0.1173
0.4638
-0.9491
0.7525
-1.8155
-2.0251
-0.5016
-1.3983
0.1783
-1.1658
-0.4983
-2.0718
-0.5753
-0.5559
0.9079
-1.2499
-0.7966
0.1312
-0.7517
2.1882
-0.7235
-0.3947
-0.9198
1.0729
-1.0806
-1.1871
2.0377
1.2513
-0.5312
-2.4983
-3.0968
-0.913
-0.6429
0.8827
-0.1049
1.219
-0.2975
1.6052
0.5034
-0.2888
1.4315
0.696
1.7409
-0.3974
-0.3048
0.1763
-0.5755
-0.9003
-0.172
-1.1576
4.0802
1.1394
-0.1705
-0.9835
-0.4409
1.3783
-0.0491
1.2695
-0.8678
0.3299
-0.7253
-0.7132
-1.3569
-2.0562
-1.3317
-0.6121
-0.7687
-0.1253
-0.029
-1.5052
-1.5564
-1.6591
2.2841
-1.0321
-0.4059
-1.0567
-1.0431
-0.8967
-0.5252
0.211
-0.856
0.7309
-0.7534
0.9547
-0.1389
-0.4954
-0.6041
-1.8312
0.05
1.3414
0.0584
0.1086
-0.3099
1.6764
0.5571
-0.8298
-0.1979
-1.34
0.1422
-1.7941
-0.5754
0.0151
-0.9027
-0.6927
-0.1277
-0.6384
-1.2447
-1.1366
-0.8546
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0.9721
-1.2688
-0.2969
-0.6565
-1.3835
0.8606
-0.2182
-1.0034
-1.012
0.7396
-0.5212
1.8838
-1.5185
1.2995
-0.8342
-1.0471
1.4083
-3.0463
-0.3982
-1.1775
-0.9367
0.9334
-0.0117
1.754
-0.6054
0.1083
0.2006
-0.241
3.1369
0.5044
-0.7007
0.8452
1.7405
-0.7503
0.3146
-0.0178
-1.9566
-1.9601
-1.6111
-0.7961
0.0723
0.0181
1.5548
-0.3431
-0.5488
-1.4085
-0.0099
3.1767
-0.76
-1.4642
-1.4376
-1.7317
-3.35
-0.6138
-0.487
-0.4082
-1.9756
-0.3213
-1.3479
-0.9272
-0.8023
-0.2789
-0.6206
-0.4852
0.359
0.0104
0.0774
-0.0287
1.215
-0.469
-1.1476
2.0681
0.8515
-1.0993
-0.2061
-0.6604
-0.561
1.1184
0.3648
1.5982
3.7508
1.2239
0.4505
-0.0472
0.2105
-1.552
-0.2137
-0.3809
-0.16
-0.6417
-0.2706
-1.412
-0.2154
-0.2674
2.3394
-0.0676
-0.0592
-0.1649
-0.3702
-1.367
0.8839
0.1942
-1.8604
0.4848
0.0694
-0.9473
-0.8551
0.746
-0.468
-1.503
1.85
-1.4361
-2.217
1.25
2.1726
-0.7051
-0.8102
0.7213
-0.7164
2.6234
-1.3568
-1.3272
-0.9558
-1.2434
0.6517
-0.074
0.1708
-0.0302
1.6154
-2.3919
-0.5692
1.5343
-0.5922
-0.3156
-1.1993
-0.2268
-2.7984
-0.4135
-0.0642
0.8608
0.2435
-1.0057
-1.1598
0.14
-0.2407
-0.5962
-0.8307
-0.0066
-2.4925
-1.3554
3.4107
-0.5351
1.4654
0.1223
-0.9007
-0.0302
-0.7019
-0.5396
0.576
-1.1456
-0.5244
-0.6047
3.0783
0.8375
6.1145
-1.0446
-0.5524
0.4292
-1.2555
-0.9037
-0.8182
3.247
1.3744
-0.3789
0.2799
0.8171
-0.3712
0.6514
0.0452
0.5277
-0.2972
-0.1773
-1.9518
2.3215
-0.3849
-0.2594
0.6384
0.8609
0.7884
1.4083
-0.1184
0.7814
1.328
-1.0319
0.4655
0.5324
-0.1652
2.4594
-0.4729
-1.4307
0.6054
-1.5724
-1.4747
1.9556
0.094
1.178
0.9379
-0.9017
-0.2816
1.1075
-1.019
1.7497
0.0024
-0.5641
-0.829
4.1327
-1.0932
1.9815
139.633333
1
527
73.22
MASTECTOMY
Breast Cancer
Breast Invasive Ductal Carcinoma
Moderate
0
claudin-low
1
Positve
Positive
2
NEUTRAL
Negative
Ductal/NST
1
Post
4ER+
Right
2
4.038
IDC
Positive
1
ER+/HER2- Low Prolif
19
2
Died of Other Causes
-0.233
-1.4952
-0.5935
1.0408
0.3247
0.2487
0.0341
-1.2613
0.5752
-0.4783
0.0431
-1.844
1.0328
-1.2819
-1.6867
-1.3002
-0.9789
0.4799
0.5875
1.0467
0.7081
-0.8967
0.3907
-0.4043
-1.5801
-2.0665
-1.2751
-1.8427
-0.7699
-1.1707
-0.9762
-0.3057
0.3695
-0.2397
1.132
1.6685
1.6798
-1.6708
0.4968
-1.6583
-1.2142
0.379
0.1559
0.4425
-1.1115
-1.8152
-1.6031
1.1198
0.5152
-0.8396
-0.5096
0.2689
0.2857
1.1378
0.201
0.5571
-0.6988
-0.2438
-1.167
1.5531
-0.2488
-0.5381
-1.0518
-0.7982
-0.8471
-0.005
-0.5869
0.5411
0.6793
-0.9838
-0.4479
-0.2731
0.5323
-0.8115
-0.3647
-0.1217
1.0738
0.2271
1.1242
0.9221
0.5022
-1.1603
-0.0298
0.6443
-0.4229
0.3701
-0.1753
1.8529
-0.3504
-0.2955
-0.0996
-1.0534
0.6611
-0.4461
1.1077
0.6914
-0.6453
-0.484
1.1926
0.0339
-0.3937
-0.4808
0.3798
1.0629
-1.8063
-0.8468
0.1618
0.4589
0.2386
-0.1768
0.747
-1.0347
0.2989
0.8734
-0.8425
-0.7301
-0.5378
0.5789
-0.7115
-0.8394
-1.6366
-0.3121
1.9921
-0.5087
-0.8091
0.3963
-0.1503
-0.5901
-0.333
0.4742
1.8689
-0.5337
-0.665
1.4159
1.4362
-0.9042
0.7108
-1.3347
-0.7534
-0.8799
0.5288
1.4182
-1.3967
1.3787
0.8318
0.9952
1.0077
0.6368
0.5117
1.425
-0.8992
0.1238
-0.1125
-0.8448
-0.4838
-0.5084
-0.7884
-1.2452
-0.3094
-0.0969
0.1619
-0.1697
-0.6143
1.5108
0.2044
0.4755
-0.3868
0.1635
0.314
-0.7204
-0.6372
-0.5787
-0.9404
-0.2592
0.0048
3.0444
1.4669
0.0316
1.2871
0.2347
2.3011
-0.4905
-0.6054
-0.5407
0.2891
-0.0556
-0.9187
0.1904
1.2995
-1.1011
0.2025
0.0353
1.2682
-0.3376
1.0114
0.3304
-0.0809
0.1644
-0.3414
0.9835
0.4104
0.6641
0.1183
-0.5535
-0.6955
-0.3379
-0.3392
-0.7444
-0.6725
-0.6974
-0.4906
1.4172
0.3784
-0.7621
0.2763
-1.1393
-0.1636
0.0752
0.1364
0.5123
-1.3221
1.7229
-0.5058
-0.2823
0.4822
-0.0602
1.2061
-0.8939
-0.0416
-1.4581
0.3493
-0.6704
0.7686
0.4269
-0.4585
-0.9575
-0.1248
-1.2113
0.2272
-0.6577
-1.3243
-0.6267
-0.1676
-0.1242
-0.3141
0.2253
-0.3931
-0.0319
-0.3918
-0.4212
-1.4205
0.0659
-1.1227
-0.1493
1.7228
1.4154
0.997
-0.1042
1.1025
2.0062
1.0409
0.9045
-0.1626
-1.7978
0.9307
-0.4987
0.5829
0.4339
0.9682
0.104
-1.0613
-1.1321
-0.5543
1.399
1.7759
-0.1413
-0.1337
0.7305
-0.7022
1.2634
0.505
-0.6077
0.1882
0.2001
1.1767
0.5232
0.2411
-0.6931
0.3462
-0.4708
0.4272
-0.4559
-0.4632
-0.0357
-0.256
0.3301
-0.1391
0.4337
0.2947
-0.9079
-0.0915
-0.8721
0.0729
0.6253
0.8255
-0.1565
-0.3901
-2.554
0.1097
0.5559
-0.8679
-1.0966
-0.4266
1.0082
0.8169
-0.1017
-1.3642
-1.395
0.8902
-0.7963
-0.2057
-0.0362
-0.181
0.0511
0.792
-0.0744
1.1649
-0.6089
-1.79
-0.1448
-1.0686
0.1939
-0.078
0.3546
1.6108
-0.8536
0.2967
0.4423
-0.887
0.11
-0.9515
-0.0224
0.2232
-1.5967
-0.7345
-0.4037
1.8641
0.2439
-0.1205
0.7277
1.2495
1.1382
0.5906
-1.174
-1.2314
0.6424
1.2073
-0.0209
1.1304
-0.7511
-1.6019
-0.4651
0.9879
0.2853
-0.2867
-0.3349
-1.4735
-0.7508
-0.327
-0.6693
-0.1473
-0.2381
0.0826
-0.3035
0.3011
0.7435
-0.377
0.5331
-0.1245
-0.0109
-0.7343
-0.0973
-0.3619
0.164
-0.9169
0.7793
-0.28
0.7811
-0.953
-0.8394
0.9674
-1.386
-0.5834
-0.1754
1.9046
-0.5402
-0.469
0.4801
-1.4208
-0.1538
0.1261
-0.6407
-0.028
0.585
-1.9386
0.7711
3.5098
2.7293
-0.2896
-0.1263
1.0535
0.227
0.1131
0.5391
1.417
-1.2082
1.202
-0.6382
-0.0618
-0.0042
0.2154
1.4335
-0.5901
-1.7919
1.5525
-0.1021
0.8267
-0.3297
0.4354
-0.3994
1.448
1.3629
1.4321
-0.0695
0.0936
0.0781
-0.7866
2.1018
-0.0336
0.3274
-0.9076
-0.334
1.3015
-0.25
1.1529
-0.3741
-0.3947
-0.004
-1.0708
-0.5067
0.4398
1.1713
0.1431
0.4606
-0.3721
-0.8694
-0.8781
-0.1991
-0.6539
-1.4878
-0.4373
0.387
-0.6094
-1.1516
3.2075
0.4616
0.4001
1.1053
-0.7552
-1.1548
0.104
-0.2576
2.488
-0.792
1.1219
-0.4862
1.0642
-0.4326
-0.1236
-1.0677
0.6026
-0.1757
0.7004
1.4832
0.2943
0.8781
-0.4384
-0.0754
-0.828
109.833333
1
528
53.64
MASTECTOMY
Breast Cancer
Breast Invasive Ductal Carcinoma
Moderate
1
LumA
1
Positve
Positive
3
NEUTRAL
Negative
Ductal/NST
1
Post
2
Left
1
5.052
IDC
Negative
1
ER+/HER2- Low Prolif
26
2
Living
-2.3516
-0.0512
-0.0533
-0.1712
-1.2499
0.6596
-0.1469
2.6301
-0.8393
-2.0177
1.1194
-2.1732
0.938
0.3108
-0.9659
0.2449
0.5587
0.5873
-0.412
-0.5229
1.5034
-0.3384
-0.6716
-0.8737
-1.6199
-0.6472
-1.434
-1.5514
-0.953
0.4766
-0.1459
-0.3476
0.4979
0.523
1.8868
1.0999
0.9518
0.0677
-0.9455
-0.5517
-1.2166
0.0242
0.9551
-0.2616
-0.97
0.1858
-0.7005
1.1499
0.6495
0.8057
0.1198
0.1039
-0.2642
-0.8611
-0.9845
-1.0143
0.8443
1.1327
-0.3544
-0.4254
1.2155
-0.5132
-1.1538
-0.0331
-0.3262
-0.1721
-0.6076
-0.6578
-1.15
-0.1732
-2.1013
0.9423
-0.2808
-0.3924
0.2639
-0.534
1.1258
-0.1077
-0.1105
-0.3926
-0.3735
-0.5986
1.6522
-0.4757
0.799
-0.1946
-1.0854
-2.0449
-1.6333
-0.6594
-0.8494
-0.6811
0.0863
-0.7763
1.5729
0.9478
0.0058
0.5853
-0.0631
-1.2416
0.3484
-0.2402
-0.3883
0.5359
0.1175
0.2808
0.1604
-0.286
-0.5073
-0.2191
-0.3449
-0.6526
0.0353
-1.1001
-0.5925
-0.5598
0.5519
-0.8404
-1.6447
0.2272
-0.269
0.8812
-0.6982
0.7061
0.1511
0.8462
-0.4509
1.6212
-0.6274
0.1118
0.0973
-0.173
1.2418
-0.1944
-0.5834
-0.3052
-0.5889
-0.3917
-0.1281
2.4163
0.6016
0.7164
-0.5845
-0.206
1.5
-0.7392
0.7519
0.5638
-0.6335
-0.6191
-0.9593
-0.3139
-0.5371
0.2658
0.2017
-0.6471
-2.1314
-0.1459
0.6194
-0.0739
1.9895
-0.0854
-0.5631
-0.7804
0.2979
-0.646
-1.5726
-0.7409
-0.3827
-0.2481
0.3742
0.0236
0.4654
-0.4717
-1.0227
-0.2549
-1.6977
-0.1086
0.0075
1.1785
-0.8414
-0.4425
0.2729
1.27
0.9198
-0.311
-0.4451
-0.8674
-0.2192
-0.9691
-0.121
-0.5327
0.0958
3.7589
1.0255
1.1291
1.4588
-0.4919
-0.5716
-1.9194
1.2296
-0.0788
-0.9248
-0.0765
-0.5445
1.5353
1.4241
-0.5957
-0.7046
0.2927
-0.7325
1.7425
-0.1961
-0.4688
0.0275
-0.9255
0.2715
0.1062
-0.5225
-0.7448
0.9974
-0.612
0.2347
-0.6806
-1.2521
-0.7455
-0.4895
-0.0118
-0.4515
-0.1547
1.6388
-0.5696
0.0916
-0.4678
0.0724
-0.4132
-0.4197
0.1106
0.211
0.4571
-0.0496
-1.2549
0.0433
0.0182
0.2335
0.2263
0.7774
-0.3902
-1.217
0.1532
-0.2153
-0.74
-0.5646
-0.3122
0.6869
0.8368
-0.6416
-0.9975
1.5256
0.01
-0.7382
-1.6481
-0.4548
-0.8671
0.8174
1.286
0.0363
-1.2836
0.5677
0.8551
-0.5618
-0.7555
-0.601
0.9175
-0.9581
-0.9555
-0.7641
-0.4821
-1.3105
-0.2256
0.4467
-0.9847
2.2413
-0.3768
-0.2168
0.0726
-0.0533
-0.2917
-1.096
0.4292
0.2038
-0.3654
-0.5346
-0.2255
0.558
0.8394
0.0462
0.5782
-1.0211
0.3134
-0.3881
-0.6551
-0.3468
-0.2375
-0.2441
-0.2226
-0.3467
-0.6415
-0.4811
-0.5004
-0.6614
1.4899
-0.8203
1.2435
-0.1503
-0.7746
0.8715
-0.3028
-0.036
-0.3854
0.2868
-1.4597
-0.4998
-0.3919
0.1458
-1.135
0.2962
0.6286
-0.9737
0.1941
0.0305
0.1668
-0.5422
-0.145
-0.7774
-0.2723
-0.4601
-0.3121
-1.0754
0.7511
0.4496
0.0763
1.3871
-1.4867
-0.4905
-0.3534
1.4474
-0.1315
-0.4058
-0.3037
-0.1261
1.4595
0.934
1.3829
-0.8162
-0.8701
0.4446
0.3241
-0.1118
-0.7391
0.3242
0.8231
-0.8326
0.1897
-0.3556
0.6252
-1.1802
-0.3325
0.6062
-0.7023
-1.0661
-0.6696
-1.2087
0.2171
0.914
0.1491
0.2888
0.9869
0.5567
2.6428
0.2455
0.8672
-0.2154
-1.9927
-0.7526
-1.534
-2.2563
-0.4534
-0.2804
0.5601
2.5542
-2.3087
-1.0572
-0.0277
-0.7702
0.1403
-1.6478
0.2972
0.9834
-1.5479
-1.5484
-1.3096
0.3953
1.0468
-0.177
-0.7916
0.5341
-0.0546
4.7266
-1.2902
-0.8108
-0.2734
-0.748
-0.4234
0.8577
0.8471
-1.0147
-0.3752
-0.3231
0.0666
-0.837
1.9749
-0.6684
-0.0811
-1.0742
-1.7406
0.2584
-0.2263
0.8539
0.3406
-0.4433
-1.6475
-0.8787
2.2258
0.4234
-0.5442
-1.2623
-0.5407
0.5642
-0.896
0.4063
0.8621
0.6859
0.5653
0.2774
-1.3423
0.4813
-0.3914
0.1609
0.1709
-0.6877
0.9717
-0.2456
-3.1406
0.5606
-0.4199
-0.1969
-0.2871
1.1569
-0.7457
-0.2374
0.2304
0.5052
-2.1601
-0.9352
0.2906
2.0374
-0.1039
1.182
0.091
0.1672
-0.9083
-0.9754
-0.6611
0.8122
-2.2943
-0.5886
-1.7038
0.2087
0.1418
1.5022
-0.7834
0.6598
-1.6601
-0.2079
0.6111
-0.4412
0.2243
-0.0761
193.966667
0
529
67.46
MASTECTOMY
Breast Cancer
Breast Invasive Ductal Carcinoma
High
1
LumA
1
Positve
Positive
2
NEUTRAL
Negative
Ductal/NST
1
Post
8
Right
7
5.05
IDC
Positive
0
ER+/HER2- High Prolif
25
4
Died of Disease
0.5705
-0.0383
0.8729
-1.354
-0.1062
-0.3875
1.1064
0.1169
-0.5349
-0.1531
1.4491
-0.7878
0.8813
-0.2963
-0.4336
0.3056
0.535
0.131
0.6352
0.7684
-0.6303
-0.425
1.7347
-0.4421
0.1892
0.1137
-0.5446
0.415
-0.7603
0.4347
0.7854
-0.7685
-0.2328
0.0021
0.3751
-0.3049
-0.0495
0.249
1.0082
-0.8334
-0.2782
-0.8172
-0.2922
-0.3062
-0.3608
0.0919
0.0633
-0.4498
-1.2489
-0.6459
-0.5146
0.8001
0.1222
-0.0587
-0.0677
0.6014
-0.6393
0.3651
1.0814
0.4254
-0.1801
0.2514
-1.1135
0.3645
0.2744
0.8396
-0.4768
0.273
0.0713
0.053
0.1317
-0.6689
-0.2022
-0.7601
-0.8297
-0.3909
1.3783
-0.0442
0.8821
0.1588
1.4836
-0.4384
0.6477
-0.0999
0.1049
-0.1055
-0.5999
-0.9525
0.6945
-0.7114
-0.4857
0.4752
0.327
-0.1476
0.6303
-0.143
0.846
1.2761
-2.3352
-0.3538
-1.1802
-0.921
-1.5486
-0.0485
0.43
1.7143
0.3558
0.3456
0.1745
0.6074
-0.0635
-0.7303
-0.236
-0.1596
-0.1527
0.4048
-1.4487
0.2304
-0.1115
0.0261
-0.4236
0.7581
0.019
-0.037
0.7829
1.4122
-0.313
2.3486
-0.0765
0.2838
-0.4631
0.0661
0.1315
-0.8766
-0.7498
-0.3111
0.6083
0.0401
0.5812
-0.3913
0.2454
0.2573
-0.4885
-0.4393
0.0806
-1.0036
0.8473
-0.9608
-0.5883
-0.2008
-0.1122
1.0007
-0.6162
-0.6017
-0.3346
-0.3435
0.2679
0.9964
-0.2105
-0.9622
-0.5046
-0.4254
0.8454
0.3941
-0.3075
-0.3192
0.2906
-0.8599
0.8611
-0.2071
0.0501
-0.1067
-0.5913
0.129
-0.1348
0.3305
-0.3636
0.3026
-0.7993
0.6917
0.929
-0.1737
0.2332
0.5747
-0.2107
-0.0183
-0.9913
0.0253
-0.0929
0.3689
-0.503
0.9914
-0.9701
0.0845
0.8147
-0.3822
-0.0734
-1.0827
0.3807
-1.1557
-1.5403
0.6974
-1.6537
0.2592
-0.4145
0.0168
-0.1839
-0.5118
-0.4243
-0.2039
1.1297
1.0623
-0.2088
-0.8906
-0.1936
0.4962
-0.6796
0.1854
-0.439
-0.3562
1.3761
-0.0923
0.2968
0.483
-1.8711
-1.1719
-0.479
-0.8885
0.1871
0.047
-1.3945
0.0931
0.0938
0.7073
-0.7729
-0.2629
1.6487
-0.114
-0.4044
-0.2787
0.9154
0.0614
-0.7316
0.5443
-0.5881
-0.2884
0.6511
-0.7807
0.255
-0.314
0.0027
-0.0296
1.0554
0.3957
1.1609
-0.8347
-0.2079
-0.2595
0.1062
-0.1775
-0.1448
-0.7477
0.0246
-0.0602
-0.721
-0.0338
0.825
-0.4557
-0.2054
0.5179
0.5326
0.2334
-0.7224
0.2586
0.0706
2.857
0.0253
-0.6029
-0.7125
-0.6011
0.3199
-0.4098
1.0018
-1.5315
-0.7465
-0.9704
-0.1433
0.4219
0.5095
0.0686
-0.8146
0.4463
-1.0433
-1.7454
0.4037
0.2267
-0.3178
-0.656
1.3538
-0.2693
-0.3736
-0.0587
1.1213
0.5141
1.5758
0.6388
-0.4599
-0.3843
-0.1737
-0.2509
0.1961
0.7114
-0.7856
0.6612
0.0951
-0.4411
-0.1356
-0.842
-0.3091
0.8724
-0.2553
-0.0071
-0.4953
-0.4766
-1.0221
-0.8679
-0.2474
-0.4527
-0.1758
-0.1352
0.5976
0.0798
0.3068
0.1756
-0.1631
0.9721
-1.3644
0.0422
-0.7117
0.3571
0.587
-0.1637
0.3746
0.175
1.813
1.0014
-0.6578
-0.2554
-0.513
-0.8056
-0.6376
1.5018
0.1495
-0.3977
-0.0701
-0.0481
-0.0157
-0.0528
0.9804
0.6849
0.5313
-1.0915
-0.7639
-0.7316
-0.2981
0.2919
0.5447
0.0545
-1.0102
1.4144
0.066
-0.1047
-0.5298
-0.42
0.2936
0.1709
0.3894
-0.2546
-1.2884
-0.9394
-1.2755
-0.3061
0.1487
-0.1081
0.5681
0.4087
-0.3522
-0.2614
-1.376
-0.3214
0.0038
0.7931
-0.2137
-0.1101
-0.9792
0.5689
-0.0816
-0.4614
0.133
-0.6263
0.2944
0.3864
-0.1101
0.6024
1.5814
1.4992
-1.145
-0.9776
-0.1483
-0.446
-0.5469
-0.0732
-1.4552
-1.5252
0.3302
-0.5234
1.3216
-0.2246
-0.2639
-0.2913
0.8876
1.9712
-0.298
0.5739
-0.0507
0.2447
-0.6051
0.5664
-0.4493
0.982
-0.4596
-0.0806
-0.3436
1.1406
1.3168
-0.3086
-0.3115
0.8327
0.8213
-0.3495
0.2466
0.4377
1.0507
0.4664
0.0576
0.058
-0.245
-0.5728
-0.8046
1.1735
0.4317
0.1934
0.058
0.0281
-0.2082
-0.8547
-0.4951
0.3015
0.5551
1.0799
0.9764
-0.8793
0.203
-0.7308
-0.4551
0.0799
-0.0458
-0.1547
0.633
0.5746
-0.2738
0.2303
-0.4153
0.7841
-0.4624
-0.2321
0.48
0.8118
-0.9366
-0.9467
0.1498
-0.2961
1.3452
-0.7247
-0.7006
0.1399
-0.611
0.4852
-0.1467
48.533333
1
531
60.12
MASTECTOMY
Breast Cancer
Breast Invasive Ductal Carcinoma
null
1
Normal
1
Negative
Positive
3
LOSS
Negative
Ductal/NST
1
Post
4ER-
Left
0
4.032
IDC
Positive
1
null
16
1
Living
-1.1529
-1.3161
-1.1893
2.3443
0.9636
-0.8774
0.5625
0.2065
-0.6076
-0.3231
0.4808
-1.7852
0.1882
-0.0743
-0.5863
0.585
0.335
-0.4541
-1.009
0.4035
0.4484
-0.7093
0.0207
0.2752
-1.2796
-1.342
-0.9573
-1.3839
-1.3489
-0.4281
-0.0389
0.5413
1.787
-0.8693
-1.5421
1.1374
-0.6032
0.9572
-0.9566
-1.8712
-1.3046
-0.4867
-0.1762
-1.667
-1.2548
-0.8702
-0.6183
0.6712
0.3282
-1.8151
-0.2637
-0.8788
1.5332
2.7367
-0.4152
-1.0238
-0.4606
-1.4101
0.0884
0.2718
-0.765
1.7689
-0.0767
0.189
-1.3164
2.6747
1.2349
-0.3701
0.341
-0.8404
0.8607
2.0706
1.4647
-0.0644
-1.2625
1.1692
1.1057
1.049
0.0402
0.1857
-0.6822
0.1259
-0.641
0.1604
-1.9005
0.0511
0.3298
0.5587
-2.0847
-0.5583
1.1695
-0.7843
-0.2872
-0.0872
1.3678
0.0791
-2.2372
-2.4152
0.349
0.9249
-0.6125
0.6415
0.4347
-0.3321
-0.5258
2.1324
0.7168
1.2759
1.8319
-1.0015
1.1617
5.0405
-0.2603
1.7311
-1.3309
-0.8986
-1.0534
-0.4039
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-0.7246
0.8578
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0.6257
0.3181
0.398
0.5589
0.7387
0.4988
1.2007
-0.1242
1.0454
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1.453
0.1446
2.0836
-1.6656
0.0826
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0.9297
0.0907
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0.0881
0.8921
0.5984
0.1371
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1.3734
0.9474
-1.3101
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-0.5188
-0.735
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1.4635
5.8237
2.1039
1.1334
1.5608
0.3821
0.9655
0.0445
-0.4968
-0.756
-1.4756
-0.0997
-0.2018
-1.4901
7.4657
0.2172
-0.3906
1.3013
-0.4323
0.3027
-0.0361
1.0251
1.002
2.124
-1.6487
-0.5102
-0.8731
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0.3542
1.2454
0.0971
-0.1371
-0.6704
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-0.4085
0.4182
-0.0727
-0.4504
0.3529
-1.1128
1.2858
0.3855
-0.4951
0.272
-0.3027
-0.5195
0.2157
-2.682
-0.5813
2.5291
0.2967
-0.6605
1.6812
-0.4971
0.8559
0.2694
-1.8704
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0.0629
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6.9344
0.6089
1.242
1.1579
-0.7906
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1.7271
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4.1195
2.0784
-0.4946
1.1715
0.1826
2.2853
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3.1706
-1.4178
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0.4526
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1.5961
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1.7844
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0.585
1.3173
0.9603
1.5988
1.3169
-0.4549
4.556
1.1441
0.0445
0.9926
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0.6022
2.4067
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1.4276
1.8571
1.2595
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0.0805
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0.1615
0.0809
0.2792
0.228
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0.9704
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-0.8338
0.9102
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0.2116
3.1854
0.2626
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0.7125
0.1651
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0.637
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0.1114
0.7265
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0.46
4.8036
1.0773
0.6828
-1.2862
-0.6179
2.0679
0.3913
1.1541
-0.9298
1.1358
0.3297
1.7264
0.018
0.4616
-1.5821
-1.4442
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0.0132
-1.2432
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0.3944
0.8555
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0.2493
-0.3022
-0.2445
-1.3998
-0.8678
0.0631
-0.3503
-1.4766
-0.3396
-0.981
0.7325
-0.0504
-0.2751
1.0762
-0.1024
2.024
1.1715
-0.7848
1.5645
0.6519
-0.1228
-0.3877
1.1848
1.4691
0.1209
-1.163
5.1155
0.6962
0.4562
-0.9848
-0.5676
-0.7053
0.4925
-0.3625
-0.9708
0.0185
-0.063
0.7914
-1.5036
-1.1514
3.7844
1.9133
-0.9188
-0.3156
2.2929
-0.2173
-0.029
-0.9462
2.1118
0.4805
-0.2409
0.407
-0.8309
-0.5178
-0.2065
-0.4386
0.9079
-1.1591
0.1854
-0.0837
0.1629
-0.3599
0.628
0.6768
0.6911
-0.7248
0.789
-0.7466
0.128
0.963
-0.3407
-0.2336
0.5502
0.8367
0.4489
-0.7634
-0.4261
-0.0979
4.9258
2.8798
0.8392
1.3055
0.5873
0.2743
-0.0239
0.7643
1.0744
-0.062
-2.2754
-1.2114
0.7271
2.5214
1.1445
0.233
-0.7845
0.9535
0.2169
-0.0556
0.0183
-0.6791
-0.5175
3.8499
-0.6998
-1.2286
-0.5015
-0.4274
0.1788
-0.9387
0.6085
-0.4556
0.3208
-0.0952
-1.7675
-0.0501
-2.1085
1.6842
0.1426
1.6688
0.4963
0.3784
-0.1637
0.0851
1.9482
-1.2726
0.0598
0.5916
-1.1154
-0.9526
-0.4278
0.9556
-0.0003
-0.0055
-0.7296
0.0527
3.0747
0.5679
-0.2987
-0.4973
0.4562
-0.1208
0.264
0.2957
4.5871
-0.6952
0.6096
0.002
-0.8729
0.053
-1.0574
-0.7449
0.294
0.149
0.1996
163.866667
0
532
59.07
MASTECTOMY
Breast Cancer
Breast Invasive Ductal Carcinoma
High
1
LumB
1
Negative
Positive
3
NEUTRAL
Negative
Ductal/NST
1
Post
9
Right
3
5.07
IDC
Positive
1
ER+/HER2- High Prolif
35
2
Died of Disease
1.0805
0.9406
0.8329
0.5408
-1.35
-0.537
-0.2751
0.053
1.1551
-0.7942
1.4982
1.2656
-0.3217
-0.1978
0.6521
1.1894
-0.5095
0.6094
-0.2413
0.7355
0.4507
1.0983
-0.8475
-0.2248
0.5631
1.529
0.1188
0.9873
0.7681
-0.2112
0.8219
-0.7311
-0.4328
-0.3042
-0.61
0.3385
0.3588
-0.2744
-0.5562
1.5305
1.0064
-0.8402
-0.3806
0.1226
0.6213
2.1479
-0.1488
0.0657
-0.1385
0.4796
0.1575
-0.052
0.4002
-0.8045
0.6643
-0.3009
-0.1192
0.7531
-0.0779
-0.154
-0.352
-0.2628
-0.6837
1.7798
-0.2472
-1.3168
-0.8963
0.5023
-0.766
-0.0075
-0.5149
-1.3333
-0.1466
-0.5401
1.7406
-0.4974
-1.4052
2.5593
-1.2813
-0.1861
-1.8393
-0.836
0.2461
-1.1728
-0.4474
-0.3289
-0.7627
-1.7654
1.2978
0.0309
-0.775
-1.3985
-1.1063
-1.4199
1.2729
0.4169
1.9054
-0.5756
0.3197
-0.1133
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-0.3474
-0.1356
0.2849
-0.0698
1.8038
-1.0164
0.057
-0.8627
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-0.903
-0.719
-1.9492
0.5666
0.7935
-1.3054
-0.2603
1.7164
0.707
1.7207
-0.9374
-0.9509
0.1288
-1.1388
-0.6013
0.6123
-1.1827
0.3044
-0.0952
0.815
-1.8763
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1.2596
0.9715
1.3066
1.1781
1.5752
0.9694
1.7798
0.4734
-0.497
-0.9461
1.5927
-1.2439
-1.2249
-0.5867
-0.9852
1.2203
5.9734
0.4241
1.9551
-1.3664
-0.9251
-0.0269
1.126
0.9116
-0.189
1.0892
-0.8098
0.8857
0.0441
0.1553
-0.8265
-0.6315
-0.7677
-0.3297
-0.1973
-0.5327
0.7681
-0.5165
-1.5406
0.2639
-0.2543
-0.5053
0.0058
-1.096
0.1826
-1.1473
-1.3222
-0.1625
0.7495
-0.1178
0.4673
-0.7874
0.0909
-1.5307
-2.0752
1.3144
-0.2837
1.287
-0.0514
0.6596
-1.8055
-0.7076
1.3548
-0.1012
0.8077
0.5669
-0.3007
-0.7352
-0.4172
-0.8266
-0.9294
-0.2366
1.5461
-0.1562
-0.1363
1.1331
0.9347
-0.5986
0.1056
0.9106
1.8859
-0.7342
-0.3937
0.4375
-1.1529
-0.4547
0.4249
0.5642
0.0878
-0.1441
0.2599
0.3841
-0.019
-0.0193
-0.604
-0.8879
-1.059
0.3409
-0.6956
-0.4754
-1.4078
0.0069
-0.6382
1.439
1.3532
2.4076
-1.266
-1.5505
0.3713
-0.3749
-0.6299
0.4985
-1.2268
-0.5812
0.6042
0.038
0.4634
0.2685
1.1537
-0.4892
0.4348
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-1.1673
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-0.4798
-1.8265
0.2134
0.1124
0.9363
-0.7097
-0.1582
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-0.2734
0.9585
-0.4806
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-0.475
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1.4831
0.3646
0.0535
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0.4768
-0.697
-1.8674
-0.5256
-1.0171
-0.5759
0.4782
0.6123
-0.8133
0.9328
0.0204
0.0344
0.2482
-1.1844
1.4601
0.1558
-0.4611
1.2422
-0.5988
0.9791
0.4989
-0.2741
-1.1704
-0.4239
1.6981
-0.8969
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0.1356
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-0.3933
1.0393
1.66
-2.0166
-1.2078
-0.0848
-0.2938
1.3136
-0.3931
0.3475
0.576
-0.2112
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0.0651
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0.7157
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0.4831
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0.8414
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0.7009
2.5415
-1.4301
1.0271
-0.5286
-0.4637
-0.4736
0.3425
-1.0134
-0.2681
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0.724
2.0199
-0.2919
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0.3803
0.1601
0.1059
-0.8316
-0.3415
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0.4647
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0.663
-0.3717
0.3821
-0.7569
0.4738
0.1225
-0.3779
-0.6254
-1.1684
0.2496
-1.8722
0.5674
1.0854
-1.3615
0.047
-0.4008
1.6628
-0.5793
0.884
-0.5585
-1.4656
-0.8481
-0.964
-0.7466
-0.5855
-0.3241
-0.0278
0.2729
0.4965
3.9384
-0.3312
-1.4245
0.3452
-0.9752
-0.8775
-0.5513
-1.1872
-1.7149
0.3396
0.7023
-0.0989
-0.2249
-1.2538
-0.6927
-0.3096
-0.2866
-0.7983
-0.4768
0.4383
-0.9375
-0.3683
-0.9675
0.256
-0.0308
-1.1171
1.3757
-0.1473
1.425
-0.1222
-0.3439
0.6386
-1.2228
0.7352
-0.4235
-1.432
-0.9047
2.2215
-0.4192
0.2729
-0.317
-0.7521
0.1154
0.1479
-0.7532
0.0701
0.9642
-0.4299
-0.0646
-1.0572
-0.2046
-1.1255
0.3685
-0.2786
-0.2808
-0.2737
-0.7998
0.6096
1.3435
0.0968
-0.4443
-2.1372
0.358
-0.3707
-0.0414
1.46
0.6968
-1.0196
-0.2574
0.334
2.1365
-0.2259
-0.6896
-1.1246
1.3853
-0.7494
1.7643
-0.1534
-0.032
2.2692
0.1734
-1.9773
1.6668
0.8394
-0.6445
0.538
-0.0148
-0.281
-0.3956
-1.5129
0.7664
-0.6735
0.2051
0.0839
0.0337
-0.419
-0.1072
143.133333
1
534
51.56
MASTECTOMY
Breast Cancer
Breast Invasive Ductal Carcinoma
Low
1
claudin-low
1
Positve
Positive
3
NEUTRAL
Negative
Ductal/NST
1
Post
4ER+
Right
2
5.034
IDC
Positive
1
null
17
2
Living
-1.0042
-1.4644
-0.2259
0.1799
0.0028
0.9155
0.1923
0.3696
-0.6978
-0.458
-0.8488
-0.7763
0.1893
-0.7653
-1.0268
0.0479
-1.3326
0.0825
0.289
-0.4191
1.2928
-0.305
-0.0445
0.2964
-1.3408
-2.225
-1.1039
-0.7897
-1.1374
-0.6904
-0.2863
0.5589
1.6912
-0.5442
-0.7907
1.351
-0.3881
-0.1866
0.7565
-1.9889
-1.0517
-0.04
-0.485
-0.1951
-1.7501
-1.4778
-0.667
1.2136
0.4858
-1.4593
-0.716
0.5324
0.3501
1.3432
0.3197
-0.5729
0.0258
1.6951
-1.4418
0.5646
-1.4692
-1.2163
-1.3473
0.3903
-0.4342
1.816
-0.2081
0.4968
0.8562
-1.3785
-0.0744
2.2589
0.5628
0.9782
0.1018
-0.2994
1.4129
-1.1708
-1.0777
0.6799
0.2896
1.4593
0.4364
0.0244
-0.1579
2.2659
-0.8936
-0.2758
-0.8688
0.7349
0.4756
-0.8958
-0.5257
-0.022
0.0045
1.0092
-1.1293
-1.3421
1.5318
-1.059
-0.6043
-1.1363
1.2231
-0.365
-0.3053
-0.6847
0.81
1.1261
0.6184
0.2412
0.5994
0.436
-0.0472
2.3608
-1.1581
-1.1672
-1.4146
-0.9919
-0.5907
0.4155
-1.7639
-0.4649
0.6719
-0.8607
-0.623
1.9631
1.3178
-0.8953
0.9207
1.1984
2.6854
-0.3789
1.0396
-0.2028
0.5232
-0.785
1.9343
-1.6906
-1.0423
0.0207
0.5837
0.5474
-1.6091
0.2659
1.1332
-0.711
0.2677
-0.7181
1.5869
1.0174
0.7498
-0.2354
1.385
-0.5707
-0.7735
-0.5743
-0.6495
-1.1465
0.0105
0.1452
5.0349
1.6489
2.1708
1.7037
0.2699
2.0487
0.6057
-0.7702
-0.2945
-1.1799
-0.4823
-1.1854
-1.198
-0.1169
-0.3109
-0.6187
1.3717
0.3145
-0.3467
-0.9817
1.0703
-0.5015
2.9481
-1.939
0.3389
-0.8801
0.066
0.0841
0.2232
-0.3413
1.2757
-0.3499
0.3163
-0.2778
-0.2005
1.1471
0.5434
-0.1614
-0.1417
0.7021
0.885
-0.674
-0.0674
-1.839
-0.6208
-0.4734
-2.7097
-0.6793
-0.9536
-1.1833
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0.1319
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0.2736
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4.4978
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1.2098
0.4203
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0.8599
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2.2578
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1.9659
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0.622
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0.9809
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0.5578
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1.2771
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1.5175
0.8489
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1.4096
0.2835
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1.1837
0.5701
0.2015
0.2033
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0.3594
3.3112
0.6142
-1.2433
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-0.4894
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0.4992
1.1602
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0.2669
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1.1276
2.3763
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0.5188
0.6482
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1.3239
0.0578
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1.0183
0.3394
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1.7517
0.7733
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0.079
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2.0944
2.3392
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-0.9199
0.2828
0.3966
0.297
0.6969
-0.2807
-0.1767
0.4075
-0.4418
-0.2889
-0.5623
-0.4279
-0.3797
0.0721
-1.1234
2.3328
2.0681
-0.0323
-0.0267
1.8787
-0.2046
1.246
-1.1594
-0.5652
0.4818
-0.6009
1.2231
-0.9646
-0.5456
0.1008
-1.3303
0.6152
-0.5852
0.5694
-0.1176
0.4925
0.0929
0.1418
-0.313
0.4167
-0.8376
1.4864
0.2747
0.327
1.027
0.251
1.0323
-0.3122
0.0951
0.5958
-0.5597
0.5847
6.3477
-0.1299
1.8814
0.0757
-0.0514
-0.2793
-1.2962
0.0602
-0.4642
1.2493
-1.7684
0.1489
-0.7791
1.4899
-0.1386
0.8886
1.5029
1.0947
0.9657
1.3166
0.3587
-0.8496
0.8566
-0.7299
3.5695
-0.2479
1.0413
1.2758
-0.2515
0.178
-0.7595
-0.952
-0.4445
0.8006
-0.5098
-1.7037
-0.6389
-0.6284
2.0382
0.3384
-0.5188
0.443
0.585
0.2769
-0.0057
-0.8974
-1.2807
0.3318
0.3165
-0.8193
-1.4516
1.1067
0.3597
0.7825
0.1262
-1.1092
-1.1001
1.6288
0.8309
1.028
-0.0258
0.7577
-0.1848
0.6001
1.0325
3.3452
-0.6907
0.2995
-1.6012
-0.1757
1.8515
-0.4787
-0.943
0.9637
0.0722
-0.4694
124.1
0
535
46.66
BREAST CONSERVING
Breast Cancer
Breast Invasive Ductal Carcinoma
Low
0
LumA
1
Positve
Positive
2
NEUTRAL
Negative
Ductal/NST
1
Pre
8
Left
0
3.024
IDC
Positive
1
ER+/HER2- Low Prolif
12
1
Living
-0.8914
0.4986
1.0784
0.4969
2.0064
3.15
-0.2505
0.8213
1.043
-1.422
0.729
0.2463
0.6413
-0.4751
-0.8005
0.0306
0.5018
-0.35
-0.7728
-0.8247
-0.1493
-2.2721
-0.886
-0.3806
-0.848
0.3019
-1.0292
0.0068
-1.2653
0.127
0.1097
-0.3071
0.3648
-0.3891
0.716
0.5709
0.5914
0.124
-0.0677
-1.0218
-0.0026
-0.8482
0.7477
0.9152
-1.1719
-0.8449
0.0133
1.2329
0.712
-0.3559
-1.171
1.5867
1.448
0.8597
0.1047
1.3189
-0.3836
-0.1272
-0.1955
0.4357
-0.0817
0.2993
0.0435
0.4106
-0.1613
-0.4706
-0.4437
-1.0112
-0.0986
-1.0333
0.5805
0.3989
1.1624
-1.6573
0.1376
1.2005
0.7871
0.0757
0.4238
-1.3727
-0.0048
-1.2774
-0.4944
0.1088
-0.9051
-0.1709
0.2231
-0.1497
-0.6048
-1.3055
-0.692
0.0628
0.7061
-0.4331
2.4119
0.7024
-0.1252
0.6687
0.3203
1.0752
1.3744
0.714
-1.3909
3.0238
0.3417
1.724
0.5079
0.5052
0.4635
-0.2412
0.5787
-1.7772
-0.5546
-1.482
1.3293
-1.142
0.3781
-1.3256
-0.0931
0.1536
-0.5726
0.5457
0.3941
0.9697
0.8302
1.7145
-0.7995
2.7444
0.4495
0.1108
-0.6084
-0.4206
0.0342
0.8576
0.6019
0.5863
-0.9573
-0.5324
2.4541
0.9427
2.015
0.7272
0.0702
-0.1794
-0.9085
0.7087
1.5177
-1.1503
-1.3807
1.6397
-0.5433
0.9697
-0.3965
0.6068
-0.4226
-1.5908
0.1336
-0.6124
0.3906
0.8258
-0.4279
-0.2419
-0.5902
-0.6918
0.1604
-0.796
-1.009
-0.1828
-0.9403
-0.3185
2.1451
-0.3613
-0.4567
-0.5041
0.2224
-0.5087
0.1038
-0.4084
0.2023
-0.1842
1.2608
-1.1509
-0.5565
0.1579
-0.5744
0.8392
-0.7428
0.9449
0.2232
-0.2753
-1.5398
0.3032
-0.2593
1.1198
-0.8191
-0.4373
-0.0598
-0.4233
-0.4044
0.3297
1.3267
1.568
-0.5297
0.7417
-0.0718
3.0016
0.2481
0.1645
0.7688
-0.266
-0.6529
3.6598
-1.3311
-1.1821
-0.022
-0.6684
-0.5797
-0.1051
-0.847
-0.1184
-1.0089
0.6963
-0.1002
0.9375
0.49
0.592
0.4879
0.1845
-0.6296
-1.1863
0.2209
0.136
-0.387
0.3649
-1.0109
-0.5084
-0.8528
1.1457
-0.2183
-1.1765
1.7194
-0.9764
-0.8792
0.126
-0.2333
1.0534
2.1507
-0.071
-1.2216
-1.1168
-1.2545
-0.4965
0.8287
2.7946
0.9951
-0.432
-0.3503
-0.7758
-1.4373
1.5634
-1.5153
-0.7436
0.0009
-1.2147
-0.3346
2.7742
0.6359
-0.9471
-0.8104
-1.6167
-0.1596
-0.2714
-0.9194
-1.6665
0.495
-1.3255
0.3458
-0.0316
-0.0432
-1.5375
0.7774
-1.1053
2.0312
1.8923
0.766
-0.2226
-0.0775
1.1859
0.6917
-0.1359
-0.6808
-0.0215
-0.4285
1.1644
1.2293
-0.0599
0.6805
-0.3445
-0.9406
0.364
-0.7233
-1.2777
1.1575
0.6359
1.2502
0.041
-0.1513
-0.4277
-0.8707
-0.4035
-1.0271
0.385
0.2005
2.5284
0.0264
-0.4069
-0.8488
-1.2024
1.7663
0.132
-0.8719
-0.7087
-1.3894
-0.3377
-1.0202
-0.6102
-1.0351
-1.7007
-1.008
0.5559
1.2367
0.8099
-0.3292
0.1729
-0.2585
0.969
1.0853
-0.8161
-0.2845
0.7939
1.1676
0.2732
2.8542
-1.3048
1.4054
-0.093
-0.9986
1.0179
-0.7656
0.7806
0.7725
2.8073
1.1914
-0.6709
0.0516
-0.5929
0.0513
-0.0202
0.2153
0.3326
-0.0782
0.1906
0.1517
1.0651
0.2852
0.118
-0.5862
0.4598
-0.0675
-0.4512
-0.2042
-0.4186
-0.8919
-0.0255
-0.2877
-0.488
-0.152
-1.6596
-0.1102
0.3709
-0.6022
0.7355
0.8339
0.4521
0.1572
0.8286
-1.4206
-1.3201
1.6799
0.3111
1.2376
-0.7667
1.8662
-0.7505
-0.8621
0.0907
-0.5861
-0.342
0.0914
0.2292
-0.1867
0.0708
0.3596
0.3229
-1.1722
-0.8079
-0.1161
-0.6415
1.4222
1.5739
0.6594
0.3305
0.3169
-0.3347
1.0834
0.1193
0.669
-0.9086
1.5412
-0.7645
-0.6318
1.2736
-0.6236
-1.7615
-0.036
-1.0595
0.2698
0.3069
-1.2372
0.641
-0.4591
0.346
-0.1492
0.1355
0.6921
-0.4458
-0.819
-0.3728
1.0415
0.1344
0.335
0.045
1.2726
2.0294
-1.1871
-0.706
0.3573
0.221
-0.5564
-0.3508
1.452
0.1029
-0.5765
-0.42
-0.8878
-0.593
0.174
2.3347
0.5401
-0.1286
0.4781
1.9747
1.0272
0.0971
-0.8411
-0.7501
-0.9121
1.6034
0.734
0.2029
0.3719
0.1454
-0.8754
-0.8204
-0.0376
0.0971
-0.9336
0.2279
-0.4309
0.382
3.8799
0.0272
0.7535
-0.7949
-0.7075
0.242
2.1611
-0.6003
-0.0625
199.133333
0
536
67.88
BREAST CONSERVING
Breast Cancer
Breast Invasive Ductal Carcinoma
High
0
LumB
1
Positve
Positive
3
NEUTRAL
Negative
Ductal/NST
1
Post
1
Right
0
4.04
IDC
Negative
1
ER+/HER2- High Prolif
20
1
Died of Other Causes
-1.3819
-1.0595
0.2367
-0.1957
0.0454
0.2798
0.108
-0.0644
-1.004
-1.0724
-0.5604
1.0272
1.355
-1.1797
-0.1658
1.1979
-0.5596
1.0911
-0.6697
0.5076
0.4902
1.2944
0.2223
-0.5773
0.1132
1.3322
1.02
0.9821
1.9447
-0.841
0.8193
0.0333
-0.2711
-0.1383
-0.8636
0.3982
0.7892
-0.6831
0.2505
0.2793
0.5917
0.4359
0.3512
0.0006
1.3511
1.6207
-1.2225
0.7674
0.051
0.5254
-0.7193
-1.1699
-0.7478
-0.9621
0.8708
-0.0288
0.7607
-0.5373
-0.9442
-0.3858
0.0235
-0.7964
-1.3877
0.0253
0.4529
-0.2361
4.1027
-0.9444
-0.0749
-0.2638
-0.3372
-0.2586
-1.7807
-0.137
0.9961
-0.7108
-1.2959
-1.3735
-0.5706
0.1786
-1.4712
-0.4411
-0.6426
0.5211
0.101
1.1142
0.2183
-1.7411
-1.848
-0.5735
-0.8134
-1.6676
-1.1406
-1.3705
0.5755
1.1051
-0.5481
2.5835
0.7038
-0.279
1.0069
0.0275
-2.0774
-0.8422
1.2278
2.3846
0.2984
1.3522
-1.2981
-0.0089
-0.2961
-1.045
0.4907
0.8842
0.8061
-0.5385
-1.1361
1.0455
-0.593
0.4866
1.2358
1.8482
-0.1416
-0.9851
-0.4431
2.2056
-0.2436
0.6201
-0.4667
-0.7272
-0.1167
0.9896
0.0627
-0.7918
-1.6534
0.1757
-0.0117
0.436
-0.2678
0.7088
0.7773
0.028
1.0523
-0.4092
0.6012
1.0911
-0.691
-0.3842
-0.2445
-0.0446
0.1132
1.9668
-0.6794
0.7416
0.5033
0.7945
-0.3239
-1.2874
-0.2352
-0.4042
1.0444
0.7909
-0.5091
1.4632
-0.2634
0.2915
-2.3067
1.9903
-1.3979
-0.1363
0.2361
-0.2585
0.675
-0.5428
-1.2008
-0.5785
-0.6402
1.5856
-0.0147
-1.0303
0.7912
-0.682
-1.0143
0.5618
0.5164
-0.7506
-0.526
-0.5631
-0.6792
-1.8122
0.5922
-0.5198
-0.8197
0.4426
-0.0884
1.0428
0.9213
0.7672
1.1448
-0.758
-1.2833
2.8321
0.1622
-0.0044
2.2941
0.0403
0.5665
1.1925
0.7297
0.0736
-0.5723
0.2747
-0.1815
-0.433
0.0115
0.3457
-2.5999
-0.4299
0.4592
0.9176
0.4467
0.6995
2.4284
0.0638
0.3919
-0.6535
0.2215
0.9849
0.6089
-0.6113
-0.1664
0.2781
-0.7243
0.1024
1.4087
-0.7695
-1.3736
-0.6089
-0.343
-0.2348
-1.1477
2.1069
0.4999
-0.4098
0.4626
-0.8389
-1.0352
0.0702
-1.1967
1.9734
1.3366
0.0254
-1.1683
0.9742
-0.1648
-0.5791
-0.5138
0.4673
-0.5711
0.3436
-1.1335
-0.8217
1.0485
-1.8969
0.8498
0.2934
-0.4429
-0.3883
0.1475
-0.939
-1.3711
-0.9072
0.2233
1.1361
-0.3024
-0.5598
1.6026
0.098
-0.6523
-0.0573
-0.1693
-0.6518
-0.4134
-2.1185
-0.8025
0.4153
-0.3726
1.0451
-0.7265
-1.1043
0.3301
-0.3114
-0.5077
-1.0974
0.9315
0.5753
1.2841
-0.2085
-0.3073
0.7164
-0.4924
-0.3782
-0.5642
1.3501
-0.6566
-0.0757
-0.7055
-0.6834
0.5725
-0.7774
-1.314
-0.95
-1.0975
-0.0832
-0.3646
-1.1888
-0.18
-0.738
0.5134
-1.0535
-0.2941
0.724
-1.4949
0.9342
0.6608
-0.5371
0.2305
-0.0165
-1.6798
1.6391
0.7894
0.5019
-0.1879
-0.0613
-0.111
1.0341
0.5112
0.8624
-0.9549
-0.3965
2.4809
-0.637
0.9328
1.4114
-0.0222
-0.8577
-0.6652
0.1452
0.4167
0.384
0.5107
0.2941
0.4451
-0.6124
-1.6766
-0.4539
0.3925
-1.16
-0.054
-0.6366
0.555
0.72
-0.8706
0.0569
8.5837
-0.5964
-0.5664
-0.053
-1.2919
1.4642
-0.2697
-1.1632
0.4879
-0.6095
0.9335
0.5715
-0.0692
0.5877
1.8797
-0.3784
0.2005
-1.3183
0.0601
-1.2761
-0.4145
-0.2679
0.4757
-1.2868
0.4366
1.2641
-0.0652
0.4495
0.2754
-0.3894
-0.2427
-1.0534
-0.5869
-0.3454
0.1429
-1.3833
-0.5293
-1.6307
1.0307
0.9549
-0.7634
-1.0777
-0.4788
-0.1721
-1.1083
-0.6813
-1.3096
-0.5805
0.1501
0.0187
-0.4978
0.5853
-0.3089
0.3149
-0.0176
-0.3412
-0.6519
1.0061
-0.3049
-0.4751
-0.0596
0.3478
-0.2136
-1.3089
1.986
-2.5268
0.6738
0.4489
0.6874
-0.0581
-0.3148
-0.2351
0.4263
0.1342
-0.6043
-0.5815
1.7152
-0.5112
-1.0014
-0.78
0.6891
-0.5255
-0.0181
-0.3003
0.6517
-1.0369
1.4176
1.5919
1.5186
-0.7725
0.0294
-0.8286
-1.2302
1.0367
0.3394
-0.9834
1.4807
0.702
0.5988
-0.4642
-0.5855
0.1314
1.5976
0.0758
-0.1236
-0.7253
0.2611
1.2562
0.2548
0.0819
-0.5533
-0.0499
-0.0637
-1.7855
-0.7458
-0.0178
0.6726
-0.1584
1.2574
0.6005
-0.3251
-0.9527
-0.4022
-0.6291
2.0347
147.366667
1
537
59.8
BREAST CONSERVING
Breast Cancer
Breast Invasive Ductal Carcinoma
null
1
claudin-low
1
Positve
Positive
1
NEUTRAL
Negative
Ductal/NST
1
Post
4ER+
Left
1
3.028
IDC
Negative
1
ER+/HER2- Low Prolif
14
2
Living
-1.0711
-0.5929
-0.3184
0.321
-0.4898
-1.0491
0.0032
-0.219
-0.3956
-1.3157
-0.1991
-1.8113
0.2708
0.0966
-1.077
0.1576
-0.5982
-0.3942
-0.343
-0.0496
1.9012
-0.3575
-0.1066
-0.0516
-1.8915
-1.805
-1.1292
-1.014
-1.0446
-0.8471
-0.3794
0.555
1.4769
-0.6512
-0.5058
1.604
-0.229
0.573
1.7965
-1.6256
-1.1705
-0.2251
-0.8321
0.1754
-0.851
0.365
-0.8033
1.3622
1.4127
-0.6654
0.3737
-0.1657
0.4385
1.5052
0.308
-0.4622
0.3917
0.0805
-0.9128
1.0559
-0.6347
0.4305
-0.7704
0.7774
-1.3436
1.4141
-0.6827
-0.6153
0.315
-0.7229
0.125
-0.2783
0.8464
-0.1186
0.0043
-0.0575
1.0668
-0.5784
-2.0789
0.3158
-0.5746
0.4029
0.3285
-0.1798
-1.1038
1.4881
0.5249
-0.4485
-0.4911
-0.3974
1.4856
-0.2668
-0.5428
0.1277
-0.7794
0.3741
-0.8471
-1.7625
2.518
0.1506
0.1459
-0.6025
0.8345
-0.0794
-0.8451
0.6758
0.803
-0.4909
0.5642
0.7354
0.3765
0.9717
-1.3509
1.494
-0.906
-0.4836
0.8109
0.66
0.5018
-0.4321
-1.7328
-0.677
0.8203
0.5316
-0.9749
1.3684
0.6491
0.2954
0.831
-0.1151
1.7411
-1.156
0.7571
-0.591
0.1242
-0.5449
0.9567
-1.764
-0.0373
-0.4274
1.0034
0.7944
-1.691
1.5376
1.7774
0.7671
-0.4298
0.8095
1.9086
0.5294
0.6962
-1.0354
1.1307
0.3554
-0.6467
-0.2586
-0.3859
0.1179
-0.1294
0.3637
1.8409
1.4007
1.7032
3.4024
1.5851
0.8443
0.5356
-0.0149
0.8794
-1.1221
0.3807
-0.71
-0.8981
1.3698
-0.3401
-0.428
-0.0844
0.9532
-0.6203
0.0254
-0.8238
0.9672
2.5428
-1.3909
0.1878
-0.7375
-0.4637
-0.1556
1.3814
-0.4181
0.6995
0.467
0.5091
-0.4324
0.4204
1.0578
0.5296
-0.0052
-0.5514
0.141
0.4331
-0.6834
-0.1163
-0.51
-0.9433
-0.4509
-2.8308
0.1353
-1.0241
-1.7609
-0.6897
-0.2874
-0.5415
0.4461
1.0208
-1.3191
1.9862
0.7667
-0.0722
0.2007
0.7096
2.0275
-0.5765
0.9088
-1.1442
-0.8179
0.5658
-0.939
-1.2314
0.7991
-1.2571
1.6164
1.353
0.8135
0.5505
-0.2494
1.3392
-1.1018
2.3706
-0.6965
-0.8662
-1.1934
-0.1741
-1.1458
-0.1355
0.5875
0.7758
-0.8319
1.2644
-0.4848
-1.4291
0.4892
-1.623
0.337
0.4742
0.7715
0.8897
-0.7006
0.5318
0.2622
1.7846
1.1966
0.021
0.0295
-0.6542
0.0579
-0.3919
0.3062
1.9507
1.6213
0.9522
-0.972
-1.1751
0.9197
0.0151
-0.1868
1.2925
-0.2803
-0.8067
0.1758
0.256
-0.0078
-0.3408
0.6251
0.4292
-0.0912
0.8089
-1.0506
-1.094
0.4613
2.2555
-0.0579
-1.0169
-1.0178
1.3008
-0.1627
0.0127
-1.0147
0.7471
-0.2349
-0.3161
-0.4252
0.2381
-0.653
1.0487
0.1978
-0.2336
-2.4986
2.1968
2.1255
-0.1914
-0.5742
1.7505
-1.0842
1.4406
0.1363
0.2614
-0.4628
-0.1436
-0.2159
1.9345
-0.5879
-0.0768
-1.1039
-0.8051
-0.6333
0.9818
0.8972
-0.6635
0.145
0.0502
-0.7391
-0.9799
0.3694
0.1133
-0.2155
0.6979
0.5161
0.0786
-1.4426
0.2674
-0.1955
-0.7855
-1.3588
-0.1024
0.1218
1.058
-1.3414
0.2938
-1.7134
0.1357
-0.2777
0.5306
-1.001
0.225
0.0168
0.7036
-0.3063
1.4158
1.5433
0.0478
-0.5639
3.2658
-0.536
0.0374
-1.0978
-0.2572
-1.7259
0.4308
-0.7357
0.4746
-1.2915
-0.1124
0.4182
0.7126
-0.4779
2.7817
1.5143
-0.6987
-1.0403
2.3967
-0.5937
0.1655
-0.41
0.2108
0.31
-0.5347
0.7052
-1.5441
-1.2394
-0.2203
-0.9521
-0.5361
-0.4983
0.4155
-0.0105
0.4439
-1.277
-0.5459
-0.4079
0.7444
-0.0235
1.6773
-0.4588
0.4991
0.9927
0.1357
0.3503
-0.4555
-0.2742
0.3193
0.0963
-0.6564
-0.0922
-0.1201
2.1142
0.7689
-0.581
-0.6426
0.8189
-0.513
-0.542
0.3431
-0.8602
-0.0148
-0.4509
0.5561
0.9959
0.5265
-0.6171
1.8677
2.0348
2.2385
1.3633
0.0444
0.5803
-0.5997
3.0084
0.1203
1.1144
-0.8372
-1.0358
-0.8944
-0.7202
0.6063
0.2414
-0.7373
-0.817
-1.5704
-1.0103
-2.1084
2.5259
0.0395
3.1093
0.17
2.1205
-0.6886
0.1582
-1.3449
-0.9089
0.016
-0.7732
-0.7017
-1.8934
0.7409
0.3699
0.0957
0.2255
-1.3755
-1.02
0.6793
0.3667
2.2945
-0.4014
0.2479
1.1481
1.0576
0.3406
2.8938
-0.8276
0.2963
-0.609
-0.006
-1.8365
-0.0336
-1.022
-0.2073
-0.473
-0.3762
113.566667
0
538
61.89
MASTECTOMY
Breast Cancer
Breast Invasive Ductal Carcinoma
High
1
LumA
1
Positve
Positive
3
NEUTRAL
Negative
Ductal/NST
1
Post
9
Right
26
6.074
IDC
Positive
1
ER+/HER2- High Prolif
37
2
Died of Disease
-0.0058
-1.3846
0.6167
-0.3933
-0.578
0.7516
1.0438
-1.464
0.1817
0.0323
-0.0512
-0.758
-1.0309
-0.8752
-0.941
0.5907
-0.3468
-0.143
-0.2592
0.5596
1.3065
-0.9538
0.6825
0.0553
-0.496
-0.6935
-0.0197
-0.0597
-0.6023
0.2189
0.3379
0.0131
0.1637
-0.022
0.4238
1.9576
0.3515
-0.3014
-0.9158
0.0669
-1.4559
0.3018
1.697
0.0892
-0.7098
0.0609
0.1527
0.8535
-0.0355
-0.0716
0.249
0.8474
-0.2422
0.1933
0.1583
0.622
0.5194
1.1255
-0.6068
0.4039
-0.775
-1.3113
-1.3262
-0.0767
-0.9894
-0.1312
1.0298
-0.5274
0.4842
-1.0428
-0.2761
-0.3281
-0.9031
0.6094
1.1868
-1.6838
0.2925
-0.0863
0.2185
0.7212
0.0365
0.2001
0.4271
-0.5895
-0.2255
0.3475
-1.3184
-1.0889
0.0424
0.2626
0.6329
-1.2937
0.1054
-1.4688
1.2871
1.4296
0.9393
-0.116
1.1083
-1.6294
-0.4241
-0.7196
0.9449
5.13
-0.1674
-0.5107
0.3252
0.5647
-0.4172
1.2898
1.0274
-0.3292
-0.7639
0.1976
-1.3686
-1.2137
0.558
-1.129
-0.7884
1.2579
1.2419
0.3002
-0.1761
-1.2451
1.5443
-3.1815
-0.2811
-0.2811
0.9164
0.3966
0.7814
0.2771
-0.5565
-0.7496
-1.0124
0.0486
2.1712
0.1142
-0.4145
0.2955
0.4107
0.9256
-0.8133
-0.3356
0.5174
-0.5657
1.084
2.4284
-0.0504
0.1814
-0.9934
0.7849
0.2188
0.3839
-0.0149
-0.4953
-0.0705
0.8043
2.077
-0.9525
0.4881
0.5529
0.8877
1.4334
0.0852
1.4419
-0.4145
-0.2187
-0.8829
0.3066
0.3559
-1.2688
0.0854
0.6519
0.3092
0.0405
0.3507
0.8364
-0.8543
0.3766
-1.7896
1.0966
0.8187
0.5525
0.7485
-1.2961
0.5926
-0.94
-0.6749
-0.9313
-0.5842
-0.3699
-1.0549
-0.9398
-0.4546
0.9181
-0.6168
-0.3743
-0.6184
-0.5949
1.5329
-0.1107
-0.7163
-0.8512
-0.6171
-0.597
-0.6837
-0.7373
-0.6253
-0.5302
-0.1314
0.5864
0.7948
1.3441
0.317
-1.1831
0.7662
0.0903
-0.0237
0.304
0.4082
0.5711
0.097
0.4085
-0.8563
-0.2463
-0.5313
-0.0645
0.1567
-0.6853
-0.2108
0.0019
0.1888
1.1085
2.0302
-1.057
0.4243
-0.997
0.6511
1.3772
0.2573
0.1304
-0.5531
-1.0034
0.3921
0.0028
-1.1868
-1.501
-0.4785
0.7705
0.0046
-0.0618
0.2085
1.069
0.0662
-0.4508
0.531
-0.5443
1.266
0.7828
-0.0492
-0.4543
4.1245
-0.2558
-1.3708
0.1227
0.711
-0.1526
0.3692
0.2036
-0.6636
0.0997
0.6757
0.8426
-0.3029
-0.1188
-1.1975
-0.5052
1.3008
-0.1007
-0.5539
-1.1482
-0.0603
-1.654
-0.5476
-0.2636
-0.2867
0.4277
0.1057
-0.2412
0.6783
0.3098
-0.6483
-1.2398
0.7402
-0.5022
0.7056
0.831
0.264
0.1355
-0.1684
-0.8924
0.4662
0.2804
-1.3307
-2.7443
-0.6888
-0.17
0.9018
0.5853
-1.0314
-0.1773
0.4992
1.2305
-0.5504
0.0857
-0.1766
0.0343
0.5074
0.4293
0.074
-0.162
-0.7551
0.0856
0.0502
-0.7503
-0.0809
0.3959
-1.3136
-0.7746
0.958
-0.5289
-0.3779
0.0692
0.8985
1.2598
-0.2218
-0.5355
-0.4947
-0.9212
-0.562
0.8423
0.2471
-0.9282
-0.6222
-0.3504
-0.2297
1.7811
0.6946
-1.9263
-0.9066
1.0864
-0.5917
1.7027
-1.5949
0.0815
-0.0273
0.4802
1.0655
-0.0282
-0.6381
-0.7354
0.1054
-0.1172
11.7182
0.4232
-0.5455
-0.9501
0.6453
-0.5166
0.7366
0.6546
-0.1855
-1.2726
0.1728
0.7715
0.3799
0.2514
0.3747
-1.2683
-0.5667
0.9661
0.3868
-1.6492
-0.4308
-1.3664
-0.0345
0.9088
-0.698
1.6416
-0.7121
0.1613
-0.1714
-0.6851
-0.3769
0.355
-0.0251
-0.7941
-0.2192
-1.1494
0.6432
-1.1969
1.3326
0.5452
-1.067
0.2417
2.0211
0.0969
-1.4173
-0.7486
0.4263
0
1.0362
-0.5831
-0.5628
0.1639
0.0718
-0.8943
0.7981
-0.5712
-0.7368
1.1133
0.1615
0.5564
-2.7023
0.3139
0.2226
-1.0345
1.7369
0.6972
0.8997
0.8465
1.0117
1.9549
-1.3091
-0.1756
0.0413
1.5582
0.1717
0.0077
1.0768
-0.9921
-0.8721
-0.5366
0.2802
0.224
-0.1102
-0.2848
0.4304
-0.3381
-0.0435
0.5755
-0.7228
-0.0797
0.1248
-0.3167
-0.9298
-0.2493
-0.1591
-0.8101
0.2847
-0.2694
1.0584
-0.6699
0.5334
0.3763
1.1428
0.6093
-0.5957
-0.5178
0.6199
0.9099
1.1973
0.462
0.6674
-0.0599
-0.0897
-0.7289
0.2029
-0.3766
-0.2418
-1.1309
-1.5406
0.5553
0.4354
-1.4654
-0.8613
-0.4214
-0.9032
24.1
1
540
66.11
BREAST CONSERVING
Breast Cancer
Breast Mixed Ductal and Lobular Carcinoma
High
0
claudin-low
1
Positve
Negative
1
NEUTRAL
Negative
Mixed
1
Post
4ER+
Left
0
2.024
MDLC
Negative
1
ER-/HER2-
12
1
Living
-0.9223
-1.2513
0.169
1.5587
1.0655
2.2845
-1.9185
0.3716
1.8897
0.3937
0.1339
-0.7446
-0.0293
0.0845
-0.7495
0.9503
-0.8711
-0.3765
-0.6202
0.9816
0.8476
-0.5608
3.7923
0.5159
-1.6461
-1.3293
-1.0905
-0.5728
-1.1656
-2.2944
-1.2845
0.5844
3.5128
-0.8207
-2.4005
0.4252
-0.9937
1.8278
0.1543
-1.1143
0.0049
1.704
0.323
-2.1465
-1.0248
-1.1077
-1.583
2.7092
3.3063
0.7242
-0.4258
-0.5936
2.2979
3.4955
-1.1243
-1.0521
1.2618
0.0065
-0.3817
0.8838
-0.8863
1.1293
0.0727
-0.7607
0.6341
1.9138
0.7041
-1.1904
3.0844
-0.9714
-0.2929
-0.3862
2.1227
0.3367
0.952
0.8827
-2.9713
-1.1349
-2.7827
0.2072
-2.0613
-2.5409
1.5807
0.0318
-0.775
2.2064
-0.5976
0.1761
-2.2965
0.5045
-0.8832
-1.4832
-1.9674
-0.1777
1.4479
0.2264
-1.3417
-1.1298
1.5746
0.2304
-0.7427
0.9958
1.4167
-0.3818
-3.4879
-0.8651
-0.298
-1.2346
-0.7045
-1.6902
-0.0724
0.7309
1.0171
1.6703
-1.543
-1.3196
1.2034
3.2055
-0.1842
5.2938
-1.7317
-1.814
1.305
-1.8968
0.3642
0.7029
1.431
2.4987
0.0824
0.1037
0.5673
-0.1319
-1.7712
-1.0043
0.6774
-1.7929
0.416
-0.8769
0.1105
-0.2087
4.1055
2.7484
-0.9788
0.2012
1.5153
-1.3835
1.5399
0.4914
1.6987
-0.5384
1.5935
2.2857
-0.5838
0.9954
-1.1394
1.59
-3.0204
-5.1242
0.9136
2.1464
-1.3089
0.2036
-0.8474
2.4922
0.7859
3.1306
-1.1245
3.1308
-1.5746
-1.3945
1.171
1.9481
-1.5675
0.0929
-0.6016
0.095
-0.6357
0.676
-0.7772
-1.6473
0.0118
0.6038
0.1744
0.0614
2.1694
-0.7275
-0.1693
0.5716
1.3804
1.4968
0.4411
0.8836
1.5985
2.3463
-0.5433
0.4237
-0.6202
0.027
-0.615
0.8272
-1.5579
0.1647
1.9223
-2.0951
-0.4476
-0.6118
-2.6474
0.636
-1.0023
-0.823
-1.3226
0.3986
1.0141
-0.8223
-0.6538
-0.5596
-0.0783
0.1222
1.5393
-0.1017
-0.8843
0.45
-1.1481
-1.3748
2.2117
0.0243
2.1042
2.5484
-1.4022
-1.031
-1.2932
0.157
-1.0919
1.1487
-0.5103
1.2237
0.8191
-3.1997
0.3632
-3.0965
-5.9235
-1.0613
0.2971
0.0017
-0.9369
-0.0581
1.7581
1.9749
-0.2397
-0.3255
-1.0257
0.2379
-0.5747
0.0722
1.0088
0.8755
0.5886
-0.6887
-1.6627
0.2904
3.5797
0.7937
0.4454
-1.1299
0.5129
-1.6904
-2.2505
-1.2949
2.4065
0.8264
0.3025
-1.4381
-1.9344
-0.4235
-0.4026
-0.9105
0.5799
1.1221
-0.2656
2.36
-1.6957
-0.2074
0.5996
1.5563
0.5919
1.2873
-0.8265
0.9252
-2.0933
-1.8848
2.766
1.0937
0.6005
0.893
0.7417
0.7693
-0.8185
-1.2306
0.5569
-1.114
-0.9356
-1.3563
-1.3028
1.2411
-0.4483
1.0311
1.1635
-3.6677
-0.9247
0.4898
-1.2296
0.0212
-0.1179
1.6237
-0.218
-2.9308
-0.3107
-1.0855
-1.4496
1.6801
0.9001
0.2668
2.4875
-0.3504
-0.4451
0.9621
1.3273
2.553
1.29
-0.1821
-0.7773
-2.0312
-0.2027
-1.4866
2.0916
-3.4454
1.3568
0.3188
-1.0714
-1.6225
-0.7207
-2.0955
2.3182
0.3513
3.1142
0.7628
0.3103
0.8983
-0.5031
0.4669
1.137
-0.2052
1.554
-0.515
1.4917
1.598
3.7443
-0.8341
-1.2966
-1.331
-1.2681
4.1976
6.7232
0.7837
0.8292
-0.8225
-0.5724
-0.208
0.9993
-0.4855
0.3728
-0.3857
2.9971
1.1637
-0.6904
-1.6234
0.7667
1.9164
-0.0418
0.2921
1.5857
-0.9736
-2.2864
0.1124
0.0015
0.2672
-0.8103
0.0345
2.4935
-0.6107
0.996
1.4028
-0.2882
4.0658
0.6794
1.2929
0.7629
-0.2195
-0.3124
0.5191
1.3131
0.2217
0.9589
-1.4909
-1.6627
0.1546
-0.7928
-1.0279
1.2857
0.3799
1.0246
0.6887
-0.2671
10.8208
-0.6325
-0.2507
1.5394
0.9565
0.0278
-0.8373
-0.4876
0.7504
-0.5542
-0.2426
-0.8493
0.8262
1.5226
1.7516
-0.9348
-1.6306
-0.4549
-0.6042
-0.4272
0.562
-1.6531
-0.0917
2.1431
0.3998
-1.7991
-1.5059
0.7007
0.9757
0.889
-1.1768
-0.024
-0.1952
0.8071
-0.4074
-1.4287
-1.4139
-2.3887
2.8609
-0.1708
1.1763
0.1743
-0.7384
-0.6953
-0.5912
-1.7327
-0.3175
-0.167
0.5724
-1.0368
-2.1651
-1.7889
0.8357
0.3141
-0.181
-1.1896
0.906
-0.9885
0.0393
0.8057
-3.9775
-0.5659
0.0486
-2.2671
-2.726
0.354
-0.3486
1.2334
-1.3021
-1.2509
-0.5089
0.1873
-0.7563
-0.2598
-0.6468
-0.6318
194.533333
0
541
38.86
MASTECTOMY
Breast Cancer
Breast Invasive Ductal Carcinoma
High
1
LumA
1
Positve
Positive
3
NEUTRAL
Negative
Ductal/NST
1
Pre
9
Right
0
4.038
IDC
Negative
1
ER+/HER2- High Prolif
19
1
Living
0.9462
-0.8577
-0.0867
-0.864
-0.053
-1.0704
0.3469
0.2098
0.8356
-0.8794
1.0323
0.3017
0.6889
-0.6412
-0.9697
1.4836
0.101
0.7917
-0.1014
0.768
-0.0555
1.2726
-0.179
-0.4476
-0.0814
0.4154
-0.5678
0.2238
-0.092
1.2478
-0.3045
0.3682
-0.1922
-0.2534
0.3034
1.4231
0.5467
0.6053
-0.743
0.2596
-1.1976
-0.8505
3.4431
-1.2901
-0.4155
-0.6553
0.0836
0.9396
1.0259
0.215
-1.0436
-0.1946
0.0764
0.764
0.4277
0.7727
0.1497
0.0616
-0.9862
-0.4956
0.1772
-1.4755
-0.2217
0.8988
-0.3241
-1.5213
2.092
0.0845
-0.7262
-1.4291
-0.7814
-0.0687
0.4547
0.5535
1.237
-1.1351
-0.2877
-0.2881
-0.7168
0.8302
-1.771
-1.2425
0.4602
-0.9279
-0.4405
-0.1054
0.2187
0.0392
-0.9555
-1.262
-0.4526
-1.5819
-0.0256
-2.2607
1.9833
1.0601
-0.3569
1.0215
1.213
-0.0878
1.1018
-0.1435
-0.2529
0.425
-0.7564
0.0919
-0.7547
0.468
-1.2956
0.5522
-1.2363
-1.351
0.576
-1.1227
-0.5772
-1.027
0.71
-1.475
-0.5853
-1.2487
0.488
3.1115
0.8377
1.2228
0.0083
-1.6566
-0.543
0.085
-1.1281
-0.8589
0.5977
-0.7888
0.2204
0.916
-0.8405
0.5535
0.8476
0.5204
-0.057
1.2262
-0.0344
-0.1779
-0.399
-0.7377
0.0105
-0.472
1.1242
0.062
-0.9798
-0.7412
-0.1665
0.5904
-0.2618
-0.0778
-0.4699
-1.6739
-0.3861
0.5546
-0.0141
-1.0639
-0.6664
-0.1282
-0.4635
0.7886
0.337
-0.2059
-1.5568
-0.395
0.2124
-0.9608
-1.2124
-0.3056
0.6102
-0.1097
0.7879
0.3204
-0.8299
0.7557
-0.8679
-1.0976
0.0106
-0.9191
0.1637
-1.2078
0.7889
-0.2647
-1.7051
-0.9014
0.2162
-0.0424
-0.892
-1.5798
-0.9902
0.2103
-0.1559
1.3458
1.5019
-0.1878
-1.0848
-1.1771
-1.3059
0.1025
0.4812
1.0923
-0.8003
-0.2097
0.3791
0.5051
0.2209
-0.1503
-1.2218
0.0096
0.3647
-0.5311
-0.4173
-0.5588
-0.4339
0.652
0.0697
-0.9548
-0.1803
-0.1056
0.2751
-0.6542
0.8621
-0.2316
-0.9079
-0.8563
0.7158
-0.1501
0.1718
-0.5209
-0.7701
0.754
-0.6319
-0.8305
0.322
-0.4835
-0.7084
-0.7817
0.1056
0.1753
-0.2638
-1.0401
0.3948
0.0247
-0.0163
-1.1286
-1.1157
-0.008
0.4907
-0.0641
-0.3823
0.9658
0.1674
0.5826
-0.0181
-0.1127
-0.931
0.9712
-0.9245
-0.9351
2.206
-1.5505
-1.2472
0.4381
-0.7616
-1.68
-0.34
0.3186
-1.2386
-0.3936
-0.7859
0.9694
0.0572
-0.5849
0.4773
1.433
2.4133
-0.4024
0.9411
-0.8014
-0.1222
-1.1036
-0.4836
-0.8675
-0.3956
-0.7195
-0.849
1.0387
-0.913
-0.9131
-0.807
0.5965
1.1676
-0.2184
-0.4258
-0.8202
-0.7438
-0.147
-0.6245
-0.6686
0.9784
2.1641
-0.8486
-0.9724
0.2444
-0.2062
-0.7675
-0.7939
-0.022
-1.0782
0.0501
-0.5632
0.779
-0.0666
-0.017
0.0887
0.5125
0.0676
-0.2855
0.7912
-0.1207
0.252
0.3647
-0.7484
-1.0465
-0.4582
-0.1734
1.1986
0.1974
-0.524
-0.4369
-0.4289
-0.0717
-0.5004
1.0584
0.1653
-0.5356
0.5238
0.9541
-1.7006
-0.333
-0.606
-0.9434
-1.0414
-0.6369
0.0635
0.2923
0.4715
-1.2741
1.0015
0.6687
0.7472
-0.7922
-0.2274
1.0631
-0.2758
-0.3146
-0.865
-0.384
-0.2642
-0.9253
0.1004
-0.3535
1.4161
-1.117
1.4326
0.6454
-0.3682
0.6263
0.5565
0.6324
-0.8572
-0.384
0.5167
-1.0091
-0.2711
0.4268
1.0447
-0.7903
-1.2067
-0.4774
-1.8057
-0.5223
-0.0434
-0.8723
1.8332
-0.2501
0.2693
-0.4203
-0.5813
-0.496
-1.1003
-0.9221
0.4552
-0.023
-0.3186
-0.6827
-0.5593
-0.138
-0.5604
1.2462
-0.154
0.9006
0.1701
1.5617
-1.082
0.7192
-0.2004
0.8921
-0.0407
-0.469
-0.3802
0.4199
-0.7964
-0.0541
-0.4714
0.032
1.4948
-0.3757
0.9761
-0.3762
0.9742
-0.6718
-0.463
-1.9763
-1.1511
1.31
2.4253
-0.8661
-0.2922
-0.3321
0.0682
-0.2714
-0.4958
-0.9115
0.9538
0.3459
-1.2083
-0.8597
0.5393
2.1689
-1.1961
0.7982
-0.9373
1.3962
-0.6549
1.0272
-0.3992
0.7187
0.4794
1.0146
0.82
0.2476
-0.2709
0.6581
-0.6883
0.2474
-0.8714
1.3947
-0.5252
-0.7886
-0.797
-1.11
-0.5763
1.7013
1.3081
0.5902
-0.1848
-0.9099
1.5658
-0.5797
1.4467
0.5091
0.0873
1.3279
-2.0757
-1.1073
-0.4828
0.1216
-1.1115
-0.1388
0.5992
0.0173
-0.127
0.0554
0.7301
-0.0947
174.266667
0
542
39.3
MASTECTOMY
Breast Cancer
Breast Invasive Ductal Carcinoma
Moderate
1
Normal
1
Positve
Positive
3
NEUTRAL
Negative
Ductal/NST
1
Pre
1
Left
5
6.046
IDC
Positive
1
ER+/HER2- High Prolif
23
2
Died of Disease
-1.2904
0.5798
-1.0155
-0.7815
-0.9041
-0.1702
0.3591
1.2167
1.0225
-0.9757
-0.0047
-0.9143
0.4101
-0.5898
0.8286
0.7577
0.2375
-0.2924
-1.2063
-0.2545
0.4317
0.512
1.4119
0.0105
1.647
0.0605
0.0363
-0.2496
-0.2763
-0.5382
0.3125
-0.3716
0.8053
-0.7298
-0.3843
1.6584
0.8193
0.716
0.1396
0.7271
0.0844
0.1908
0.1151
-0.0675
-0.5621
1.041
0.2627
1.2807
-0.5219
0.7886
0.0577
-0.7536
-0.6496
-0.1756
0.0806
-0.5034
0.8889
-0.2559
0.559
-0.3665
-0.496
0.1237
-0.2874
0.7438
0.1092
0.3598
1.2169
0.3741
-0.3008
0.8296
-1.342
0.3379
-0.2336
-0.6814
1.07
-0.5691
0.7913
0.1059
-0.9779
-0.6059
-0.7624
-0.7069
3.4543
-0.4842
-0.6972
-0.0162
-0.2309
-0.8748
0.4083
0.4474
-0.6413
-1.1991
-0.6995
-1.3037
0.062
-0.0421
-0.0273
0.8935
0.3285
-0.9746
0.4061
-0.3981
0.8759
0.2383
0.5715
1.6403
-0.4138
-0.1458
-0.3736
0.0159
-0.2008
-0.4004
-0.2813
0.5538
-1.2932
-0.2484
0.3303
-0.6736
0.4738
1.8588
0.9828
0.7239
-0.0648
-1.1589
0.0939
0.1658
0.1653
0.1983
-0.5787
0.1459
0.1957
-0.5154
-0.6025
-0.2192
-1.6084
-0.8377
1.9434
-0.0758
1.148
1.6606
2.6718
0.3308
-0.1054
-0.7144
0.7125
-0.1898
0.4908
0.777
-0.3364
-0.7591
-0.6519
0.3356
-0.2349
1.5772
-0.4362
-0.8032
-0.7903
0.8327
-0.4878
0.9004
0.4675
-0.3244
0.2565
1.6135
1.0945
0.3269
-0.7644
-0.6865
-0.513
-0.874
1.0537
0.0838
-0.3592
0.6907
-0.3161
-0.6548
1.1283
1.0535
-1.7427
1.5994
-1.0553
-0.3829
0.0016
4.8602
0.7941
0.007
-0.2566
-1.3156
0.045
0.6053
2.1936
-0.9783
0.1507
0.7424
0.5869
0.0881
-1.6841
-0.436
0.7217
-1.9216
-1.5201
0.0353
0.4592
-0.2474
-1.064
1.0382
-1.4098
1.2555
-1.0056
0.1687
0.1924
-0.8304
1.6951
-0.7839
-1.1817
-0.1279
-0.024
0.7822
0.7723
0.7053
0.7789
-0.1131
-0.2296
0.1846
0.5921
-0.4127
0.3138
0.0759
-0.5305
-0.4866
-0.304
0.8817
-0.6515
0.5601
1.5578
0.1877
-0.3108
1.3076
-0.1965
-1.6201
0.4249
0.5137
-0.4354
-1.0667
0.5045
-0.7528
0.2162
0.0511
-0.9254
2.868
1.0571
-0.5327
0.7737
-0.329
-0.7366
0.0198
-0.4624
-0.3062
-0.122
-0.4085
0.4101
-0.9532
1.9116
0.5335
0.1141
-0.4786
-1.0766
0.3894
1.1063
-0.0294
-0.4435
-0.8627
-0.04
0.975
-0.9233
0.4298
-0.0861
1.1341
-0.9543
0.1188
0.1378
-0.8171
0.4394
-0.7492
-0.6553
0.4158
-0.7469
0.7624
-1.7645
-0.825
1.1775
-0.5606
0.0508
0.0669
0.1866
-0.2488
-1.0179
-1.0267
-0.0439
-0.5201
0.2105
-0.3762
-0.548
1.2501
-0.3614
-0.9565
0.0743
-0.8975
-0.191
-0.6513
-0.673
-0.4233
0.0997
-0.9669
-0.6819
-0.9347
0.7251
-0.4802
0.174
-0.5048
0.1134
-0.1461
0.0801
-1.2437
2.3211
-0.447
0.4893
1.2296
0.2153
0.1047
0.8792
-2.2754
-0.2089
-1.1266
-0.7233
-0.2976
-0.7877
0.0989
-0.8149
-0.6053
0.048
-1.1313
0.065
-0.6451
-0.0437
-0.4009
-0.1214
-1.0681
0.0897
-0.2002
-0.5923
-0.4069
0.3319
0.9611
0.3614
-0.2684
1.0104
-0.2293
0.4681
0.2024
0.5703
-0.4254
0.7129
0.9227
0.1828
0.5411
-0.7313
0.3789
-0.5928
-0.4907
0.7901
0.5147
0.6867
-1.0662
-0.7945
-1.1497
-0.2148
1.1451
0.4955
-0.3007
0.7964
-2.3767
-0.5364
-0.4921
0.033
-1.0405
-0.2579
0.3258
-0.557
0.6957
-2.7013
-0.2703
-0.5155
1.0485
-1.335
0.3149
-0.2558
-0.8293
0.7535
-1.1994
-0.0474
0.0984
0.6385
-0.8407
-0.7344
0.8069
0.6991
-1.3402
-0.6771
0.4714
-0.7842
-0.6327
-0.0112
0.1572
-0.2413
0.9239
0.41
0.6421
0.2001
0.0305
-0.8685
-0.9353
-0.287
-0.0643
0.9947
0.5104
0.2482
0.6624
0.1573
-0.7522
-0.4602
0.3527
0.3113
-1.0216
-0.7641
-0.3625
0.2944
1.1319
0.106
-0.097
1.2853
-0.9113
0.2067
-0.2852
0.4809
-0.7279
0.1546
-0.8025
0.5226
-0.3986
-0.3236
1.2365
-0.8303
-0.4108
-0.5487
0.7503
-0.793
0.0694
-0.0536
-0.0838
-1.265
-1.6782
-0.3878
-1.2104
-0.0542
1.2037
-0.2283
-0.1411
0.4876
0.3753
-0.5601
0.8914
0.2825
-0.0219
0.6759
0.0616
0.9255
-1.0483
1.1886
-0.6235
0.3302
0.4834
0.5288
-0.7948
1.5624
-1.8258
1.502
0.1204
0.2606
48.6
1
544
74.46
MASTECTOMY
Breast Cancer
Breast Invasive Ductal Carcinoma
Low
1
LumB
1
Positve
Positive
3
NEUTRAL
Negative
Ductal/NST
1
Post
8
Left
1
5.104
IDC
Positive
1
ER+/HER2- Low Prolif
52
3
Died of Other Causes
0.2787
-0.5699
0.3974
0.8241
-0.2474
1.103
0.3027
-0.0752
-1.1709
-0.9767
-0.8786
-1.2496
1.1033
-0.6195
0.4129
0.5301
1.0641
1.1756
0.3132
-1.3339
0.7206
0.348
-1.2019
-0.1995
-0.3568
0.1396
-1.0003
-0.2325
-0.6812
0.4045
-0.6182
-0.6986
-0.3085
0.4703
0.8169
-1.205
1.3838
-0.2449
-1.7972
-0.336
-1.7006
-1.237
-0.3837
-0.8553
-0.7652
-0.0443
-1.7396
-0.0021
-0.305
-0.9393
-1.3658
0.8679
-1.2848
-2.0558
1.0672
-0.0874
0.9321
-0.7474
0.5681
0.8235
0.7695
0.5588
-0.6921
1.141
-1.859
0.0274
-0.6662
0.3693
-0.9122
-0.2226
-0.0653
-0.754
0.2816
-0.5701
-1.2748
-0.3848
1.3154
0.1001
0.4913
0.2646
-0.5986
-0.6271
-0.055
0.172
-1.7843
-0.0331
-0.6446
-0.4624
0.0166
-1.3749
-0.0161
-0.5144
-2.0016
-0.1616
1.7067
2.3602
0.1851
-0.2945
-0.3019
-0.3859
2.0029
1.16
-1.9998
-0.3562
-1.0988
-1.0475
-0.1347
-0.7214
-0.1158
-4.1892
0.2013
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-0.8664
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0.8478
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0.3948
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1.5639
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0.8382
2.0477
1.172
0.4828
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-0.1779
0.287
0.5351
-0.3272
-0.2118
-0.3178
0.5612
-0.3901
1.4982
-0.3575
-1.7646
-0.5949
0.8465
0.511
0.0835
1.565
-0.2452
-0.6197
-0.001
-0.0301
-1.4201
-1.1453
-0.3006
-0.2332
-0.6125
-0.7322
-0.7451
-0.122
0.1144
0.0438
-0.9
0.6692
1.649
0.2289
-0.0409
-0.4391
0.055
0.2866
0.2473
-0.565
-1.0041
-0.9014
1.5314
0.3042
-0.2931
0.169
-1.4677
0.0635
0.2176
-1.7963
0.6747
0.9501
0.1938
0.0988
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-0.73
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0.7053
1.1704
-0.7568
0.1534
0.7032
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0.1034
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0.1417
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0.1989
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0.2552
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0.5303
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-3.088
0.0443
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0.7186
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0.2388
0.0126
0.097
-0.6468
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0.5879
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1.1302
0.257
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0.0394
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0.76
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0.5197
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0.012
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0.2304
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1.2494
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0.4652
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1.2901
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0.524
0.7601
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0.6877
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1.0775
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0.4905
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0.5724
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3.6953
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0.7066
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0.9637
0.0408
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1.1676
0.0029
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0.1344
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0.0795
0.5485
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1.4044
0.6146
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1.3085
0.7172
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0.2715
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0.6599
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0.0632
0.7909
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0.6515
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0.3463
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1.0532
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0.6028
1.3134
-1.4308
0.0374
-0.7283
-0.4934
1.1668
-0.2825
-1.3949
-0.6746
0.3386
0.9918
1.9846
-1.1115
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0.0971
0.4186
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0.6287
0.0587
0.4091
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1.5474
0.1356
-0.903
0.2112
-0.2438
-0.032
-0.227
-0.0551
1.123
-0.4535
0.3706
-0.9285
0.2066
-0.3474
0.5362
0.579
0.8232
0.6238
0.9424
-1.7315
-0.7082
-0.7524
-0.0921
0.1552
-0.9541
1.0617
0.3088
0.3554
-0.482
-0.6543
-0.2011
-0.4167
1.8029
1.1588
1.4969
-0.1234
-0.9413
-1.1073
-0.5723
-0.4162
-0.3537
-0.9726
-1.6171
0.4663
0.3206
0.0668
-0.314
-1.0983
-1.2685
0.4965
-0.5929
0.0799
-0.5308
-0.4932
-0.6875
-1.1481
0.6075
0.5534
-0.6433
-0.6162
-0.5025
-0.0489
-0.1873
0.5322
0.2146
2.6846
-0.6134
0.2909
0.2115
-0.1001
0.2211
-0.402
0.953
0.846
0.7875
1.7579
-1.6813
0.0287
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0.4192
-0.5734
0.7331
0.5809
-0.986
-0.5933
-0.6195
-0.5782
0.0267
1.6104
0.8807
0.0999
0.1901
-0.6569
-0.7227
-0.9373
-0.0203
1.2055
-0.0276
-1.0075
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0.8765
0.2238
-0.6456
-1.0051
0.3383
0.1268
0.3897
1.5797
-0.3365
-0.9736
-1.4961
0.9089
1.4814
1.1543
-1.1741
-0.5024
-0.3101
-0.6819
0.3372
79.333333
1
545
83.92
null
Breast Cancer
Breast Invasive Ductal Carcinoma
Moderate
0
Normal
1
Positve
Positive
3
NEUTRAL
Negative
Ductal/NST
1
Post
6
Left
6
6.052
IDC
Negative
1
ER+/HER2- High Prolif
26
2
Died of Other Causes
0.0918
-0.55
-0.0598
-0.4759
0.136
0.6188
0.8818
1.7554
-1.8645
-1.3906
1.6455
-0.3665
0.9329
0.6642
0.2185
-0.0629
0.1936
0.4904
-0.1555
1.378
0.6299
1.1228
0.2939
-0.7145
-0.4436
-0.0161
-0.6398
0.7171
0.5049
0.9048
0.1371
-0.1753
0.3629
-0.5891
-0.6565
1.3514
1.6787
-0.2928
-0.2329
0.2393
-1.2536
0.8395
0.0311
0.7121
-0.8669
-0.6762
0.1004
0.3287
-0.1997
-0.2022
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0.8397
0.4005
0.2148
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-0.2637
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0.1593
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0.6297
0.2508
0.0918
-0.7887
-1.6528
-0.0487
1.0938
-0.0293
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0.4062
1.3533
0.3095
0.0644
0.6399
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-0.403
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0.4713
-0.3599
-1.0145
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0.208
-1.6331
-1.2829
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0.292
-0.979
0.4359
0.1261
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0.4036
0.2306
0.1858
0.6552
-0.4681
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3.0965
-1.7694
0.2713
0.6494
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0.2919
0.944
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1.1508
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0.5413
0.8429
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0.7095
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0.3827
1.4863
0.4433
0.7624
1.3271
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0.5188
0.1526
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1.9963
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1.3349
0.2015
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0.7583
-0.158
2.7934
-1.1303
0.6201
-0.169
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0.3109
0.2851
0.1284
1.8414
-0.5579
-1.1607
-0.6775
-1.561
0.0069
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0.5187
1.2103
1.0804
0.626
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-1.1827
-0.1458
-0.2213
0.1552
0.4932
-0.1178
0.2114
0.693
-0.7531
0.3178
-0.6053
-0.6549
-0.1086
1.3668
-1.1035
1.9833
0.8462
-0.6188
-0.3023
1.5488
-0.387
-0.1036
-1.1155
-1.0339
-0.3847
-0.9154
-0.2504
-0.6257
0.7079
1.2537
1.232
0.0894
-0.9492
0.041
-2.1446
-0.2625
-0.6496
1.1191
-0.4436
-0.9367
-0.554
-0.7662
-0.6979
-0.3768
-0.3914
1.5504
0.2384
0.083
1.4389
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0.4326
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0.5235
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0.5989
1.1198
0.0929
1.1181
-0.6437
0.0432
-1.3639
-0.2888
-0.276
0.777
0.3461
0.1549
0.4376
0.2578
2.5317
-0.8697
-0.6021
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-0.4118
-0.1275
-0.7128
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0.4352
0.4967
0.3513
-0.4102
-0.4112
-0.1821
0.0883
0.0419
-0.1992
0.925
1.1172
-0.3229
2.1863
-0.3524
-1.1047
0.3453
-0.4898
0.8904
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0.6075
0.1834
0.2915
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0.1426
0.1115
0.8909
0.4567
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0.0695
2.57
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0.8311
0.303
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1.1856
0.5957
-0.1873
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1.0968
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0.1534
0.7327
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0.54
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0.1627
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0.3566
0.4327
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0.4486
0.6607
0.8846
1.5427
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0.0332
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0.796
0.7719
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1.582
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0.5004
1.3118
-0.4259
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0.2619
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-0.046
0.3515
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1.0367
0.3457
-0.9566
-0.9443
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0.8168
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0.0091
-1.1805
-0.628
0.0137
-0.4864
-0.6766
1.0922
0.2969
1.08
1.1121
-0.0688
0.2661
-0.3747
-0.8634
1.0978
0.8084
-0.7317
-0.411
-0.4196
-0.4318
0.8854
0.3597
0.8291
-0.4158
1.2137
-1.2006
0.535
0.3139
0.0653
0.483
-0.055
-0.7483
-0.4466
-0.3037
0.2076
-0.53
0.0035
-1.1877
-0.0151
-0.4135
0.9739
-0.0857
0.8658
-0.2499
0.489
-0.4075
-0.0865
-0.5499
-0.4625
-0.2223
-0.3141
-0.447
2.2908
-1.3956
1.8911
-0.1403
0.0796
-1.1244
-0.1472
1.1418
0.5328
0.2095
-0.1042
0.1476
-0.0818
-1.3623
1.1473
-0.3591
-0.0695
0.4011
0.388
-0.2622
1.8594
1.2043
-0.2139
-1.0865
1.0034
3.7508
-0.3802
1.0235
0.8528
-1.1965
-1.2429
0.1371
-0.0144
0.6217
-0.1111
-0.7676
-1.7796
-0.5956
0.9827
0.1873
0.1425
0.4736
0.8057
0.4147
0.786
1.2654
-0.3371
0.3771
-0.3354
1.1982
-0.1677
-0.1349
0.6747
1.0329
1.7513
-0.2198
-0.6698
-0.3003
0.8221
-0.276
-0.251
-0.6139
0.7022
0.9052
-0.0352
1.3308
-0.731
-0.7012
-0.0239
0.2533
-0.454
-1.4821
1.6375
-0.6582
1.0845
-0.6742
1.9827
-0.0054
-0.4202
0.5342
0.7611
-0.5294
0.066
0.4491
0.9781
0.0664
-0.0329
0.1634
1.0108
0.2072
0.2495
-0.0534
0.0301
-0.6857
0.1655
0.2758
-0.7904
-0.903
-0.0804
-0.69
-0.7052
41.166667
1
550
60.12
MASTECTOMY
Breast Cancer
Breast Invasive Ductal Carcinoma
High
0
LumB
1
Positve
Positive
2
NEUTRAL
Negative
Ductal/NST
0
Post
8
Left
1
4.03
IDC
Negative
0
ER+/HER2- High Prolif
15
null
Died of Disease
0.3584
0.2017
1.0125
-0.1426
0.2629
-1.0113
1.0367
-0.2575
-0.9608
-1.2729
-0.486
0.6507
0.196
0.0438
1.6163
0.491
0.5586
-0.1648
-0.8804
0.212
0.2064
0.2338
-0.5941
-0.1857
0.1502
1.2586
-0.3505
1.6309
0.1977
-0.6909
1.0661
-0.3505
-0.0177
-0.6532
-0.4057
-0.0675
0.0987
-1.1598
-0.49
0.8638
0.6253
-0.6521
1.6596
0.6447
1.8533
0.9903
0.2531
-0.1056
0.3778
-0.518
0.0388
-0.3658
0.2033
-1.1568
0.1329
-0.3184
-0.069
0.1819
1.3275
-1.2223
0.5224
-0.0298
0.282
1.3004
-0.0286
0.0155
0.0196
-0.0481
0.0404
1.3765
-0.4527
0.1269
-0.5715
-0.8698
-0.5204
0.563
-0.79
-0.4735
-1.1066
-0.355
0.029
-0.957
0.2173
1.1
-0.0543
-0.3894
-0.4791
-0.8221
0.7616
0.3571
-0.2099
-0.5063
-0.2641
1.2187
0.1955
1.503
0.0171
0.2783
0.2413
-0.5796
0.5811
0.9022
0.7221
3.2144
0.007
0.473
1.29
1.1366
0.34
1.2183
-0.2623
0.7477
0.7321
-0.0656
0.7859
-0.2744
-0.7695
0.4806
-0.4031
-0.2534
0.3515
0.3222
-1.5203
0.5491
0.6236
0.0717
0.0192
0.8156
-1.2149
-0.0829
0.336
-0.0168
1.4357
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0.1558
0.8719
1.168
0.5032
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0.0735
0.8159
0.7968
-0.036
2.5318
0.4443
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0.3244
-0.4167
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0.6961
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0.0801
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1.5287
0.4524
0.3301
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0.7112
0.4055
0.7687
-0.191
0.695
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-1.0734
0.3271
0.209
0.9492
0.1917
-2.1412
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1.1194
-0.7093
-0.1709
0.1387
-1.3519
-1.0271
0.1231
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0.0135
0.2264
0.3258
-0.6038
0.8898
0.0833
-0.4108
0.3226
-0.4
-0.2404
0.5398
0.7486
-0.0527
1.7806
-0.6963
0.6869
-0.3843
1.0246
0.38
1.2213
0.6878
0.3055
-0.2173
-0.0247
-1.0718
-0.8025
0.8654
0.855
0.484
0.1559
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0.5767
0.0493
0.4719
-0.5639
1.7647
1.07
-0.0271
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0.6261
-0.0561
0.3735
-0.4125
0.7868
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0.2799
-0.1908
0.8874
0.3458
0.3103
-0.6498
0.1325
0.3615
-1.076
0.3722
0.2078
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-0.1422
-0.1662
0.0671
0.962
-0.4075
2.4148
-0.6905
0.6152
-0.5212
0.6575
-0.0218
-0.2417
-0.576
1.0782
2.1142
-1.7672
3.1185
-0.1633
0.3894
0.2255
0.2571
0.0907
0.7459
0.5457
0.9901
-0.5213
-0.1919
0.5598
1.2059
0.7248
-0.417
-0.0746
0.2306
-0.0413
-0.5716
-0.3212
0.3863
0.416
2.0979
0.7832
-0.9905
-1.2995
-0.4998
0.7972
-0.4239
0.3878
-0.895
-0.2108
1.6772
-0.0717
0.4438
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-0.1527
0.3382
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0.7729
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0.3445
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0.6711
1.7016
2.4047
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0.5869
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1.3356
0.0908
0.4023
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0.3923
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0.7774
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0.6767
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0.7256
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0.0589
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-0.1927
0.0935
1.18
-0.263
-0.3618
0.704
0.9978
1.1207
1.0996
0.2869
0.2886
0.0112
0.2299
-0.3411
0.9632
0.3618
-0.7916
-1.5519
-0.4899
-0.6371
-0.8993
-0.1363
-0.2706
0.1621
-1.0628
0.2088
0.2069
1.5436
-0.0818
-0.197
0.0749
0.0036
0.2709
0.5708
-0.029
-0.1008
-0.9135
-0.346
-0.1481
-0.0811
-0.1277
0.7952
0.1612
0.5862
0.4588
-0.7061
0.2535
-1.4531
0.0605
0.3623
0.1253
1.1998
-0.1998
-0.0157
-0.3416
1.6035
-2.2543
-0.601
0.4791
0.688
0.4198
0.3227
-0.1123
-0.0998
-0.2552
-0.1301
0.5614
-0.0742
-0.8596
-0.1727
0.2494
-0.3385
0.9903
-0.4431
-0.2735
-0.0486
1.3881
-0.8186
0.2748
-0.4213
2.8214
-0.5469
-0.3682
0.3562
-0.6861
-0.0474
0.4364
-0.5466
-1.2239
0.391
0.5483
1.4921
-0.0649
-0.4542
-1.6546
0.1457
-0.9112
0.4343
1.2642
0.1493
0.4128
1.0478
0.4288
-0.3564
-0.4321
0.207
-0.5564
-1.7342
0.4685
0.4819
-0.3622
0.3932
-0.2593
-0.2541
1.2469
-2.3122
0.2715
-0.6946
0.1036
-0.4254
-0.0178
132.333333
1
551
76.32
MASTECTOMY
Breast Cancer
Breast Invasive Ductal Carcinoma
null
0
Normal
1
Positve
Positive
2
NEUTRAL
Negative
Ductal/NST
1
Post
4ER+
Left
0
3.064
IDC
Positive
1
ER+/HER2- Low Prolif
32
2
Died of Disease
-1.3846
-1.1458
0.0197
0.3967
1.2464
0.085
0.9718
-0.2014
1.6603
-1.0707
0.0742
-0.9708
0.8444
-0.7323
-2.2033
-1.3859
-0.5202
0.1517
-0.4945
0.1709
0.0362
-0.0292
0.6794
0.1558
-1.9511
-2.134
-1.0241
-0.3665
-0.572
-0.4211
-0.9403
0.6582
1.3591
-0.7863
-0.8382
1.2648
-0.9335
-1.6957
-0.1379
-1.3381
-0.8406
0.3206
-0.2246
0.0483
-0.7213
-1.717
-0.2212
0.731
0.4365
-2.1056
-0.747
0.3028
1.4116
1.4491
-0.1846
-0.2467
0.0802
0.6742
-1.6452
0.1862
-0.7035
-1.6172
-0.5947
0.6182
-1.1647
1.3335
0.2249
0.9195
0.4849
-0.308
0.4946
-0.7847
1.1664
0.8743
0.3719
-0.9771
0.7296
1.1782
-1.0839
-0.1574
0.0035
1.3443
-0.4136
-0.3257
0.0422
0.6759
-0.0169
0.0631
-0.2975
0.9177
0.5715
-0.2117
0.3546
0.0252
1.3555
0.7003
-0.8449
-1.2003
0.2114
-0.9553
0.0101
0.0477
1.1965
0.3173
-0.0306
-0.1536
1.0114
0.1304
-0.0765
0.255
0.5269
-0.4348
-0.0648
2.3171
-1.1353
-0.2777
-0.6057
-1.0749
0.0401
1.0763
-1.0574
-0.0583
0.3516
0.2008
1.0624
0.001
1.2435
1.5044
1.2683
1.214
0.6295
-0.2693
0.3779
-0.7666
-0.182
-0.4597
0.4681
-2.271
-0.8242
-0.4815
0.1452
0.5729
-0.9887
-0.6816
1.1897
-0.6944
2.2406
0.0294
0.3773
0.9552
-0.3221
0.7662
1.5307
-1.4836
-0.681
-0.533
0.0613
-0.1002
-0.7495
-0.4272
3.0326
1.2469
1.0483
1.9924
0.3436
1.2975
0.6069
-0.1361
0.647
-0.8071
-0.3374
-1.0618
-0.593
-0.3218
-0.2948
0.1315
0.0597
-1.0106
-0.2871
-0.2791
1.1304
1.0109
1.7003
-1.8905
-0.3244
-0.954
-0.0533
0.1965
1.4202
-0.9308
0.962
0.4939
0.1459
-0.5443
0.8356
0.353
0.1035
-0.2243
0.0747
0.3877
0.2237
-0.201
-0.1649
-1.0722
-0.6785
-0.696
-1.92
-0.6861
-0.9664
-0.719
-0.4538
0.758
0.6834
-0.1033
-0.0208
-0.5806
0.3696
-0.0467
-0.5105
-0.3064
1.5794
1.8756
0.1028
1.1245
-1.5349
-0.0943
0.3153
-1.0477
-0.2469
2.5072
0.1044
0.6076
1.2484
0.3972
0.4229
-1.5745
1.8493
-0.4104
2.3005
-1.0532
-0.971
-1.2081
-0.4964
0.2316
-0.2009
0.1985
0.0366
-0.247
1.5476
-0.5737
-1.0428
-0.0613
-0.8247
1.0298
1.1973
0.0588
-0.2406
-1.0208
0.3453
0.0239
1.8796
0.9523
-0.5058
-0.9059
-0.8976
0.5447
0.4395
0.1256
1.5763
1.4237
-1.8065
-0.5398
-1.1699
0.3885
-0.21
-0.2443
-0.7908
0.6198
2.0841
0.1747
-0.2008
-0.552
1.1665
1.6072
1.0126
-0.3667
0.275
1.2297
-0.5066
0.0571
4.3511
-1.0589
1.2554
0.1866
1.4079
-0.3803
-0.0239
-0.8394
0.9955
-0.814
-0.5907
0.0259
0.1729
1.3161
-1.0042
-0.8995
0.0288
-1.1797
1.2136
2.7581
-1.3716
-0.6648
-0.7271
0.5859
1.7857
0.5152
-0.5129
-0.2961
1.8012
-1.3585
1.5208
0.5479
-0.5715
-0.5419
-0.6116
-1.6633
0.2931
-0.4117
-2.0083
0.1312
-1.5713
-0.1323
-0.4481
-0.4562
0.6585
0.0137
0.6722
-0.7109
0.4823
0.7182
-0.5191
0.4073
0.9458
-1.7956
0.478
-0.1647
2.2064
2.0029
0.4198
1.3391
-0.3099
0.5499
1.1293
-0.4209
-1.8122
1.4091
0.7614
-0.6113
2.106
1.2747
0.1034
0.3828
0.1927
0.6228
0.0871
0.4356
-0.7505
-0.3235
0.1242
-0.2555
-0.8897
-0.2995
-0.5745
-1.6657
-0.4142
-1.2759
2.2091
1.3181
-0.7701
-0.6743
0.1988
-1.6794
0.4158
-0.77
-1.2588
0.5561
0.2552
0.0606
-1.3093
-0.2023
2.0722
-1.3235
0.1096
-1.0549
0.9066
1.226
-1.1196
0.0755
-0.7085
0.7441
0.9931
-0.2903
-0.3762
-0.4304
-0.4308
0.7759
-0.3834
-0.3515
-0.1725
0.1199
0.8674
0.3805
-0.9887
-0.4012
-0.7389
0.9489
-0.0221
-1.1714
-0.7384
-1.2644
0.7225
2.2712
1.0984
-2.1767
0.4295
-0.2525
0.4438
-0.9813
-0.4362
0.9955
1.7764
1.2975
1.6115
2.0344
-0.0018
0.8476
-0.4316
4.2655
0.5253
1.8023
0.4004
0.0717
2.2424
-0.6963
-0.1537
-0.5357
2.8072
2.1903
-1.2186
-0.7379
-0.8123
1.5132
0.6756
-0.6245
0.7508
1.7119
0.0413
-0.0165
-1.1373
-1.4129
0.6512
0.4465
0.2903
-1.0689
1.5464
0.5706
-0.1747
0.1679
-0.6107
-1.6524
1.537
0.5363
0.6905
-0.2272
0.879
-1.5165
0.7619
0.5136
2.3447
3.0755
0.9058
-1.0658
-0.6797
0.2642
-0.6232
-0.7416
1.2188
-0.5655
2.7433
51.966667
1
552
61.53
MASTECTOMY
Breast Cancer
Breast Invasive Ductal Carcinoma
null
1
Her2
1
Positve
Positive
3
GAIN
Positive
Ductal/NST
1
Post
5
Right
8
6.058
IDC
Negative
1
HER2+
29
2
Died of Disease
-1.3081
-0.5679
-0.9413
0.1997
-0.2927
-0.2679
-0.3561
-0.3205
0.5162
-0.9316
0.2829
-0.9741
0.6705
0.3871
1.2913
-0.2977
0.8986
0.2699
0.1478
-0.0062
-0.8497
0.0576
4.0114
-0.2126
0.5872
0.657
-0.0757
0.4305
-0.1599
-0.9213
0.2097
0.0341
1.0023
0.617
0.6873
-0.6729
1
0.2509
-0.1705
-0.6953
-0.3531
-0.6476
0.0096
-1.1393
0.3851
-0.1283
-0.889
0.5385
0.5193
0.3849
-0.3573
-0.1966
0.172
-0.8834
0.1309
-1.3183
-0.2189
0.7176
0.5196
-0.5826
0.1042
1.258
-0.2136
-0.8582
1.2026
0.546
1.2466
-0.6415
0.0702
-0.6204
-0.7602
-0.4139
-0.5947
-0.5553
-0.802
0.8914
1.4508
-0.2951
0.0129
-0.7626
-0.8406
-1.0243
-0.9782
-0.2578
-0.5921
-0.2582
0.1293
-0.4666
-1.3456
-0.5926
-0.198
-1.3355
-0.5144
0.5257
1.9079
1.9606
-1.7334
-0.0291
0.8842
-0.1098
-0.6284
1.6732
-1.672
0.1974
0.3032
-0.6246
-0.105
0.2642
0.9453
-1.1317
-0.2534
0.1935
0.1629
-0.5968
0.097
-0.6503
-0.5873
0.1778
-0.7071
-0.0639
-0.1867
0.401
-1.3632
-0.5015
1.5667
-1.1244
0.1805
0.7652
1.2979
-0.2683
0.5914
2.2372
-0.6079
-0.624
-0.1162
0.1116
0.2452
0.7373
0.6505
-1.3353
0.2896
0.8489
1.3622
-0.2942
0.0053
2.3268
1.5241
0.5931
-0.4452
-0.3121
-0.3537
-0.769
-0.4914
1.2947
2.6284
-0.2611
2.2182
-0.5708
-1.3946
1.3172
2.0529
0.4556
-0.53
1.143
0.1102
-0.185
-1.2604
-0.6195
-1.2109
-0.6073
1.4756
1.7024
0.9136
0.1359
-1.4222
-0.1824
0.4862
0.8932
0.545
-0.8851
0.3597
0.6894
0.1202
-0.396
0.3375
-1.3401
0.079
-0.0996
-0.9293
-1.0289
-0.739
0.3338
-0.3382
1.0998
0.8624
-0.1857
0.0955
-0.4084
-0.0158
-0.167
-2.1274
0.1021
-0.9548
-0.6933
2.5945
1.2846
1.1332
0.6902
3.2074
0.3671
-1.5975
0.7864
0.1836
-0.4648
0.1966
-0.8255
0.5405
0.3187
-0.1838
-0.6103
0.4162
1.2908
0.7074
0.9088
0.6429
-1.2319
-0.4946
-0.3048
0.75
1.1513
-0.361
1.47
0.4576
0.4259
-0.8276
-0.413
0.0099
-1.0259
-0.1917
0.0918
-0.0964
-0.2411
-0.0188
1.349
0.6454
1.4329
0.2236
-0.8635
-0.2075
-0.505
0.0052
-0.6159
-0.8784
-0.7911
2.4902
-1.4505
0.0875
0.1572
-0.05
0.7803
-0.973
-1.4624
-0.5808
-0.1598
-0.1306
-0.3317
0.7956
-1.8066
0.8101
-0.9241
-0.8596
-1.7594
0.1216
0.3765
-0.4186
-0.6477
0.908
-0.6604
-2.4771
0.2873
-0.0774
-1.4843
-0.3244
0.2311
-0.9721
-0.7879
1.6143
0.6653
-0.7378
-0.2679
0.2652
-0.6877
-0.4585
-0.0266
1.8938
0.0403
-0.5286
0.4044
-0.2176
0.9495
-0.4974
-0.2936
-0.5747
1.5501
1.3433
-0.3712
0.1479
0.3738
1.2232
-0.0038
-0.274
-0.925
-0.7262
0.8505
-0.3599
-0.2481
-0.5928
0.7419
-0.5124
-0.0444
0.0468
-1.4388
-1.0635
-0.289
-0.8941
-0.5445
-0.215
0.0853
-0.1566
0.6486
-1.1409
1.2234
-0.3881
0.596
-1.8976
-0.2922
0.5129
0.362
-1.2834
1.5488
-0.1818
-0.4072
0.6676
0.1597
-0.5902
-0.692
-0.7455
0.5922
-0.1466
1.363
0.0363
0.9038
-0.8818
-0.5324
2.138
0.522
1.786
-0.4966
0.0135
-0.8158
-1.083
-0.5477
-0.256
-0.0791
-0.4632
0.7084
-1.0166
0.641
-0.3337
0.3836
-0.156
-1.5557
-0.1813
-0.1064
0.4234
-0.9261
1.9939
0.2855
1.3978
-0.4774
2.6415
-0.0235
0.7828
-0.9738
0.6628
-0.2036
0.6224
-0.9058
2.4256
-0.3631
0.6224
0.5139
-0.1981
0.4319
-0.4634
2.0538
0.3705
-0.3515
-0.5982
-1.4898
-1.567
-0.9472
0.699
2.06
-1.1698
1.8611
-0.2756
0.5234
0.072
-0.7221
-0.521
-0.6127
0.6114
0.8321
0.5647
2.5448
-0.7962
0.2682
-0.8661
-0.0141
1.1108
0.5957
0.1337
-0.5545
-0.0638
0.0797
-0.118
1.2558
1.0569
0.0228
-0.4386
-0.1568
0.1585
1.1551
-0.5848
0.3718
0.4462
1.2137
0.3825
-0.0299
1.0666
-1.2475
0.9584
-0.8077
-0.207
-1.1717
1.2286
-0.4214
1.0399
-0.842
0.948
0.659
-2.9709
0.0205
-0.1469
1.0157
0.0383
0.1088
2.3443
-0.5915
0.6856
-0.428
0.6742
-0.3895
0.0672
-0.0033
0.4488
-0.4846
-0.0614
0.4555
0.5866
0.9083
-0.2054
-2.1097
0.1832
-0.5448
-0.1739
-0.683
-0.4065
-0.0985
0.2055
0.412
0.7865
-1.1257
-1.0348
-0.3836
-0.3903
0.2174
0.9748
68.066667
1
553
86.99
MASTECTOMY
Breast Cancer
Breast Invasive Ductal Carcinoma
Moderate
0
LumA
1
Positve
Positive
2
GAIN
Positive
Ductal/NST
1
Post
5
Left
14
5.04
IDC
Negative
1
null
20
2
Died of Other Causes
-1.0156
-0.9581
0.0862
-0.7971
0.505
-0.3903
0.8441
-1.6502
-0.7403
-2.4195
-1.6869
-1.1319
-0.5145
-1.2008
-0.9265
0.2853
0.8438
-0.2078
1.3004
0.8197
-1.7135
-1.1197
-1.1577
-0.1081
-0.4229
-1.2554
0.6017
-2.1442
-1.1539
0.3848
0.3314
-0.5529
-1.102
0.5967
0.2611
-0.4678
1.3592
-0.198
-0.3874
-0.2224
-0.6612
0.4509
0.1697
0.7624
-0.5233
-2.0472
0.1168
-1.4757
-1.3885
-1.1718
-1.6724
-1.2898
-0.6253
-1.3128
-0.934
1.0016
-1.1094
-1.9854
1.0885
1.2351
2.9172
-0.7512
0.3641
-1.3198
0.9793
-0.7656
2.1311
-0.8779
-0.2972
-0.15
1.3713
1.779
-1.1538
-0.6734
0.2618
-0.071
1.789
-0.5843
0.1592
-1.4746
0.5246
1.2218
-0.7377
0.2125
0.4897
-0.2345
-0.919
0.4627
-0.2628
-0.6016
-0.1191
-0.2685
1.1331
-2.3283
-1.0097
-0.8369
0.2676
1.7307
-0.9435
-0.1642
0.9992
1.2756
-0.9181
-1.0482
0.8028
0.4822
1.0579
0.2391
-0.3008
-1.3367
-0.2476
-0.4796
-0.17
0.7931
0.8647
2.8039
-0.475
-2.104
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5.1542
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2.5463
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0.723
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1.3494
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0.9306
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-1.2188
1.4383
-0.6071
0.3292
-0.7848
85.733333
1
554
82.35
BREAST CONSERVING
Breast Cancer
Breast Invasive Ductal Carcinoma
Moderate
0
LumA
1
Positve
Positive
null
NEUTRAL
Negative
Ductal/NST
1
Post
8
Right
0
2.032
IDC
Positive
0
ER+/HER2- Low Prolif
16
1
Died of Other Causes
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1.5617
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2.3045
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1.19
0.6983
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0.4144
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0.3917
-0.7874
111.166667
1
558
69.88
MASTECTOMY
Breast Cancer
Breast Invasive Ductal Carcinoma
null
0
claudin-low
1
Negative
Negative
3
GAIN
Negative
Ductal/NST
0
Post
10
Right
0
4.056
IDC
Negative
0
ER-/HER2-
28
2
Died of Other Causes
0.0749
0.2739
0.7941
0.0717
1.6996
0.9851
-0.552
2.342
1.5013
-1.4041
-0.3976
0.6084
-0.7404
1.4519
1.8292
0.1863
0.3487
1.5728
1.4534
0.5496
-0.604
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0.4195
0.7234
0.1244
1.5721
2.1627
1.279
0.5531
-0.5079
1.3789
3.3378
-0.3135
2.9868
-0.5114
0.8481
-0.7279
-0.7424
0.7921
1.5778
2.6254
1.7577
1.3273
0.6573
0.8412
0.1772
0.1767
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0.4028
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0.7374
1.553
0.1639
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1.1542
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1.8517
-1.8591
-0.9643
0.6559
0.1955
0.7502
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0.7788
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1.215
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1.524
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0.7475
0.3082
-0.6829
1.8447
-0.9658
-2.2844
1.1231
-1.054
-1.7078
-1.027
-0.3346
2.9259
-0.7063
-0.1908
0.7183
-0.2328
0.4064
-0.093
-1.3287
-0.1182
1.1919
1.5861
1.7786
0.4776
2.9667
0.4906
-0.7352
0.9623
-0.1508
-1.1425
0.5377
-0.1167
-0.3281
-0.0559
-0.8618
0.19
-0.1373
-0.2528
1.4661
-0.0275
1.4039
2.0749
0.0399
-1.0105
-0.1484
-0.8137
-1.0749
-0.507
-0.4134
-0.5699
-0.3917
-1.5567
0.1315
-0.2576
-0.774
-0.0411
-0.453
-0.0145
-0.0766
-0.1388
0.1965
-0.1144
1.0435
-0.3035
0.0206
-0.0185
0.3052
-2.1348
-0.646
0.7225
0.6913
-1.6509
-0.6182
-2.0232
-1.2998
0.4236
-1.1433
2.2796
2.3052
1.0136
0.6129
1.8105
-0.3754
1.7074
-0.1134
-0.5021
-0.645
0.8743
1.8548
0.1942
-0.9553
0.299
-0.2451
-1.8504
-1.5388
-0.539
0.1166
-0.7329
2.3826
0.3348
-1.2432
-0.8409
-0.1858
-1.0439
-0.4089
-1.3505
-1.1546
-0.7968
-0.842
0.7091
1.0483
0.6325
1.2503
-1.1202
-1.0449
0.2358
-1.0873
-1.288
0.2208
-0.2818
-0.114
-0.4188
97.833333
1
559
47.71
MASTECTOMY
Breast Cancer
Breast Invasive Ductal Carcinoma
High
1
LumA
1
Positve
Positive
3
NEUTRAL
Negative
Ductal/NST
1
Pre
7
Left
0
4.05
IDC
Positive
0
ER+/HER2- High Prolif
25
2
Living
0.9189
0.6054
0.8237
-0.0393
-0.8632
1.0428
-0.3383
-0.5368
-0.0273
0.86
0.3332
1.0037
1.4918
-0.6754
0.1192
-0.2588
-0.9697
0.3126
1.7615
-0.5599
-0.3316
0.0787
-0.3098
-0.4753
-0.0715
-0.431
-0.5626
-0.2862
-0.3645
0.418
0.9959
-1.3094
-1.4438
-0.8101
-1.2774
0.1169
-0.1013
0.4008
-1.0368
0.8455
-0.7454
-0.8874
1.0982
-1.0257
-0.6488
0.3771
-0.4199
0.6321
-2.2465
-0.908
-0.7589
0.4995
-1.2533
-1.7125
-0.9425
-0.7002
-0.2082
-0.9137
-0.0689
1.1154
0.8913
-0.0215
1.2407
0.1493
-0.2978
-1.6482
-0.6653
0.6125
-0.6309
-1.5038
0.1557
-0.1519
0.4279
1.2633
0.9782
-1.2162
-1.5288
2.0752
-0.7634
-0.1442
-1.7422
-0.7789
0.857
-0.702
-0.4687
-0.4695
-0.7529
-2.1736
-0.5965
-0.7571
-0.2249
-1.4647
-1.4707
-0.8462
0.6197
-0.4776
0.6176
2.2465
0.3119
0.2646
0.5394
0.3466
-0.2765
-0.455
0.6138
0.0293
-0.3746
-1.1574
-0.6294
1.4141
-1.0777
-0.2629
0.4215
-0.8833
-0.4653
-0.027
-0.7467
-1.7682
0.7548
0.9719
-0.8006
0.4891
0.1612
-0.2272
0.7924
-1.2092
-0.5601
-0.0182
-0.9121
0.1501
-0.7414
0.6851
0.7307
1.001
-1.0382
0.722
-0.426
-1.0038
1.0338
-0.5623
1.0002
1.6285
0.2246
0.627
-0.9155
0.2872
1.2979
0.679
-0.7172
-0.895
5.5564
-0.569
-0.9509
0.0282
-0.4266
-0.5078
-0.0587
1.385
-0.5121
-1.1379
-1.1903
-0.2361
-0.7599
-0.3036
-0.9165
-1.3108
-0.8707
-1.2403
-0.4252
-0.1724
-1.1527
0.0092
0.1746
-0.8859
0.3346
1.2748
0.0401
0.232
-0.4118
-0.7842
-1.2443
-1.0421
-0.2995
1.4384
-0.1444
-0.1755
-1.2353
0.4823
-0.3763
0.7638
-1.3335
-1.025
-0.7452
-0.4693
0.1105
1.8068
2.3242
0.8168
-1.2554
-2.0962
-0.215
0.2737
0.3014
2.0339
-0.4658
-0.8171
0.8386
-0.4111
-0.7018
-1.0208
-1.3575
-0.3971
-0.1346
-0.8072
-0.6893
-0.6741
0.0728
-0.5913
0.0661
0.009
0.2773
-1.313
-1.3024
-1.1087
-0.6436
-0.502
-0.6735
-1.2605
-0.0575
1.0773
-0.1676
-0.5071
-0.6609
1.6128
-0.0036
-0.9924
-0.1652
1.8077
-1.6174
0.8672
0.1411
-0.9464
0.8928
-0.405
-0.1792
-0.1214
0.3801
-1.7048
-1.8135
-0.5882
-0.7005
0.6853
0.4416
2.4456
2.9891
-1.3158
0.3888
0.0267
0.8058
-0.5663
-1.2672
-0.137
-0.4276
0.5884
-0.7926
-0.468
-0.5492
-0.3821
-0.9118
1.5147
0.7327
0.6191
1.2979
0.1864
-0.341
-0.5801
1.3172
0.2488
0.0783
-1.4092
1.0871
0.5825
0.2964
-2.1407
-0.5334
0.1439
0.0635
-0.5907
-0.6834
1.3136
-1.259
0.244
0.6022
0.4877
-0.8307
-1.4528
1.3222
-0.0021
-0.4286
0.5739
-0.0175
0.6229
1.3696
0.258
-0.7229
0.0434
-0.3124
-0.0686
-0.3867
-1.6806
0.3483
-1.4511
-0.3498
-1.0762
-0.1101
-0.3664
0.0583
0.3453
-1.141
1.2057
-0.7286
-0.7315
0.5711
0.6596
-0.1381
0.6144
-0.4426
-1.2549
1.0519
0.3243
-1.8771
0.0573
-0.3235
-0.4056
0.0354
0.5947
0.4081
-0.3255
0.4541
1.4986
0.3717
-0.4656
0.6467
-0.9812
0.7634
0.8011
-0.8107
0.0085
0.6678
0.3622
-1.1058
0.2758
-0.1933
1.5076
0.1762
-0.7473
-0.9382
-0.2655
-0.6309
-1.2341
1.9025
0.2638
-1.062
0.5142
-0.0737
0.0289
0.2559
-0.5319
-0.1326
-0.5168
-0.9882
-1.1251
-0.7447
-0.34
0.8037
1.3762
-0.3191
-0.2006
0.1589
-0.8851
-0.0639
-0.2158
-0.0304
0.9312
0.4177
-1.3998
0.1365
-1.449
0.1703
0.3601
1.8293
1.1089
-1.0543
-1.4086
-0.9952
2.0172
-0.0897
-0.2425
-1.7134
0.2543
-0.4488
-1.121
1.8626
-1.3617
-1.6997
-1.372
0.4606
-1.3772
-0.1492
-0.5278
-0.0694
0.4741
1.1054
-0.9323
-0.385
-0.66
0.6439
0.3525
0.0155
-0.681
0.1795
0.9351
-0.6853
0.3149
0.0558
-0.3144
-1.8526
-0.0864
0.3602
-0.5509
-0.7205
-1.3589
-1.0275
0.896
-0.0514
-0.4583
-1.5119
-0.4858
1.269
-0.7041
0.1943
-0.8221
0.3673
0.6214
-0.9359
-1.887
-0.5412
-0.6312
1.6925
-0.3458
0.7501
-0.8295
-1.1366
-0.2474
0.9661
-0.9643
1.4725
-0.7311
0.0799
1.5731
0.887
-0.7451
-0.9242
0.55
-1.5621
-0.6524
1.6352
0.2512
0.2704
0.4258
-0.5144
1.0535
-0.5213
-1.2528
-0.3658
0.0638
0.3056
-2.1893
-1.0955
-0.3121
0.1256
0.8087
0.381
0.8916
0.8122
0.2849
-0.1777
0.2985
-0.7477
161.766667
0
568
61.28
MASTECTOMY
Breast Cancer
Breast Invasive Ductal Carcinoma
Moderate
0
LumA
1
Positve
Positive
2
NEUTRAL
Negative
Ductal/NST
1
Post
7
Right
1
4.034
IDC
Positive
0
ER+/HER2- Low Prolif
17
2
Living
0.1592
-0.1226
0.5186
0.8851
0.3576
1.1012
-0.0751
0.3277
0.0657
-1.0086
-0.8465
-1.0341
1.7424
0.2161
-0.367
0.2753
-0.6715
0.8264
0.8363
-1.7758
2.3581
-0.4411
-0.1786
-0.475
-0.9635
-0.2442
-0.2632
-0.006
-0.7336
0.1909
0.096
-0.4316
0.0524
-0.4926
-0.1929
0.2564
-1.0695
-0.2537
0.3877
0.0016
-0.7961
-1.2371
-0.3553
1.6022
-0.5966
0.5707
-1.665
0.7729
0.9393
0.1999
-0.6092
0.9282
-0.1426
-0.056
-0.1168
-0.0651
0.1811
-0.0745
-0.696
0.4739
-0.08
-0.5143
-1.3536
0.5701
-0.7039
0.2258
-0.2985
1.2791
0.3162
-0.2092
-0.732
-1.7958
0.5671
-0.8917
0.1048
-0.2426
0.1459
0.4058
0.8785
0.0002
-0.5127
-0.1753
0.1438
0.2017
-1.3118
-0.4638
-0.0139
-1.2155
-0.7839
-0.5587
0.2096
-1.1818
0.1933
0.2886
-0.9
1.9115
-0.6267
-0.7601
0.6947
-0.6469
0.2679
0.0888
-0.5401
-0.7117
0.0006
0.2136
0.154
-0.1591
-0.43
0.3166
-0.5786
-0.9944
-0.7134
0.0745
-0.6259
-1.1875
0.4681
-1.4569
0.1094
2.402
-0.9108
0.2658
0.5598
-0.6435
-0.5493
-0.1227
0.2046
0.6273
0.3022
0.133
-0.0978
-0.2863
-0.4188
1.6027
0.0369
0.1457
0.6686
0.0186
-0.033
-0.1725
1.3418
0.7134
-0.0766
1.0371
0.7737
-0.3283
0.8694
0.1218
-0.308
-0.0209
-0.6039
0.4643
0.1204
0.0204
-0.4324
-1.3374
-0.425
-0.2414
0.2879
-0.4375
1.1079
-0.0561
0.151
0.2872
-1.1419
-0.12
-0.3271
-0.7588
0.908
-0.5385
-0.2486
-0.5961
-1.1549
0.4831
-0.0848
-0.5216
-0.5848
-0.474
0.8313
0.7959
0.5125
0.4389
1.2487
-1.2586
0.1422
-1.0619
-0.4184
2.5988
-0.6556
-1.0277
-0.4859
-0.5466
-0.5532
0.0399
-0.0948
0.8866
0.6845
-0.5718
0.3306
-0.5693
-0.3251
0.3081
-0.4245
0.8876
-0.9154
-0.3926
-0.6903
-0.5496
0.2208
-0.9245
-0.634
0.7942
1.0526
0.9155
-0.4089
-0.6346
-0.5166
-1.1979
1.6962
-0.7139
-0.942
0.524
1.5187
0.3294
-0.5874
-0.5725
0.7589
-0.7994
-0.4296
-0.0088
-0.4966
-0.1784
0.38
0.9875
-0.4305
-0.7868
1.513
0.5501
0.6137
-1.4591
-0.7529
0.2585
-0.7285
-0.1829
-0.1543
-0.402
-0.5013
0.142
-0.4839
-0.6367
-0.9547
-1.1888
-0.0226
0.6335
0.4202
-1.0406
0.7255
-0.2977
0.975
0.6431
-1.9339
-0.276
0.2809
-0.1308
-0.9636
-0.1286
1.1561
-1.4449
0.2273
1.4689
-1.733
-1.5937
-1.3615
-0.2075
-0.2023
0.705
0.4256
-0.2421
2.3222
0.4099
0.6017
-0.6535
0.5283
-0.8733
0.8134
-0.5127
0.3154
-0.7006
-0.265
-1.14
-0.0792
0.7927
-0.6558
-0.8154
-0.9521
-0.64
-0.5049
0.3577
-0.3122
-0.2329
-0.478
-0.6149
0.5442
-0.0205
-0.0117
-0.4083
-0.4296
-0.406
-0.5458
0.4262
-0.8132
0.565
1.1919
0.5843
0.4986
-0.3578
-0.074
-1.4128
-1.1384
-1.148
0.907
-0.273
-1.5924
-0.2126
0.2436
-1.8515
0.1164
-0.1774
-1.1394
0.7171
0.5615
0.219
-0.3894
0.3812
-0.512
0.3279
-0.5876
-1.2048
-0.2975
-0.4689
2.2902
-0.729
0.4435
-0.5582
1.5955
-0.3087
0.0941
-1.6377
-0.6206
0.1169
0.1865
-0.6279
-0.1202
-0.9579
-1.4011
-0.0987
1.1177
-0.0945
1.0075
-0.1925
0.1928
0.5409
-0.5235
0.0691
1.5547
-1.2355
-0.7109
-0.1502
-0.5668
0.5057
-0.5976
1.3045
-1.834
-0.1019
1.0578
0.2188
-0.004
1.1883
0.1006
-0.3266
-0.7047
-0.3842
-0.239
-1.4941
-0.4658
0.1581
-0.1111
0.1976
-0.1468
0.1527
0.3672
-0.5283
1.4464
-0.6276
0.4317
0.9106
-0.4697
-0.9563
-0.7131
-0.1242
-0.4603
-0.9605
1.5195
1.0599
-0.1556
-0.0412
-1.3339
0.4908
-0.3226
-0.3546
-0.1813
-0.3959
-0.5367
1.475
-0.6127
-0.2156
-1.1438
-0.3895
-0.4125
-1.2032
-0.822
0.0055
-0.0456
-1.5421
0.5828
-0.1693
-1.6082
-0.3555
-0.5137
-0.8967
0.4941
1.5907
1.0235
-1.8346
0.0318
-0.0447
-0.5729
0.5099
0.7578
-0.8887
0.6497
-0.5588
0.5937
-0.182
0.3918
-0.3051
0.996
-0.232
-0.1167
0.479
1.287
1.112
0.8992
-1.1453
-0.6411
-0.4627
-0.8618
1.0499
0.5119
-0.7597
1.1388
-0.4523
0.1823
-0.1376
-0.0008
-0.7095
0.8496
0.5698
-0.031
-1.0244
-0.6598
0.7166
0.0672
-0.1905
-0.2365
0.5219
0.7714
-0.9971
0.2561
-0.6105
-0.7798
-0.3459
0.9387
-0.5333
-0.7852
-0.1781
1.4391
-1.0884
2.02
181.466667
0
569
74.96
MASTECTOMY
Breast Cancer
Breast Invasive Ductal Carcinoma
High
1
LumB
1
Positve
Positive
3
NEUTRAL
Negative
Ductal/NST
1
Post
4ER+
Left
14
6.046
IDC
Positive
1
ER+/HER2- High Prolif
23
2
Died of Disease
-0.0147
-0.8724
0.2467
1.0249
-0.2062
0.0041
-0.1671
0.5345
0.3039
-0.5564
-0.5162
0.6074
0.2729
0.3652
0.5757
0.2142
0.1196
-0.2473
0.3492
0.3784
0.5107
-0.8049
0.018
-0.2568
1.3608
0.9879
-0.3486
1.3476
0.3886
0.8358
1.4444
0.2625
0.6569
0.0905
-0.3464
-0.1734
0.1887
0.7296
-2.0861
0.4744
-0.8672
0.8035
0.5255
-0.8491
-0.5842
-1.3247
-0.1151
0.8622
0.3911
1.1498
0.4868
0.2351
0.0132
-0.2564
1.9066
-0.7657
0.4874
-0.7294
-0.6156
-0.4835
-0.2277
0.8232
-1.3235
-1.1423
0.0295
-0.5265
-0.5424
-0.5081
-1.1608
-0.1555
0.001
-0.5941
-0.1087
0.5767
-1.606
0.0548
-1.7131
0.3933
-1.122
-0.2567
-1.8533
-1.3268
1.3173
-0.8359
-1.2462
0.7611
0.9763
0.3733
-1.9143
-1.5199
0.2084
-2.3406
-1.8698
-0.5302
-0.2051
0.0924
-0.4405
-0.2451
2.3636
-0.6239
-0.9418
0.6596
-0.3877
-0.1991
0.0066
-0.8689
-0.7904
-0.9672
0.5082
-0.5264
1.0188
0.3185
-0.077
0.4573
-0.2482
-1.3276
0.8915
1.1372
-0.0323
1.0929
1.8825
-1.9754
-0.0163
0.704
-1.9494
-0.2532
0.566
-0.2909
0.7909
-0.3219
0.2376
0.1238
1.1327
1.1424
1.0865
0.0089
0.0907
1.2173
-0.357
0.68
0.5986
0.3362
0.1274
0.5438
1.2867
0.5118
0.8081
0.5214
1.1066
-0.0087
0.303
-1.2762
-0.4333
0.8355
-0.1802
-0.1252
-0.394
-0.1216
-0.5296
2.7828
0.1618
0.3747
-0.537
1.3477
-0.1207
-0.1422
-1.0151
0.1839
-0.4079
0.5973
1.2114
0.4782
1.6728
0.5529
-0.2655
-0.4555
0.881
-1.4283
0.4694
0.4277
1.1034
-1.8466
1.3537
-0.1751
0.4383
-0.4665
0.4441
0.7476
0.1254
0.1778
0.1836
-1.9289
1.2538
0.8884
0.1406
0.0858
0.0535
-0.3807
0.4204
-0.2473
-2.4575
0.4786
-1.9417
-0.1573
-0.4664
-0.7096
0.6816
-0.058
2.0947
0.0954
-0.7891
0.3408
-0.0687
0.4611
0.6927
-0.4515
-0.3556
0.3973
1.1679
-0.0035
-0.0657
-0.8862
-0.6094
0.0205
0.453
-0.1724
0.2969
-0.9089
-0.8472
-0.1078
-0.3763
0.9479
-0.4417
-0.32
-0.6739
-0.1699
0.8998
-1.097
-0.0385
-2.0398
-0.5977
-0.3488
-0.8266
-0.5646
0.5054
-1.114
-0.5706
-0.1245
-0.7293
0.0263
2.0691
-0.3451
-0.3208
0.3035
0.8749
0.1832
0.4243
0.4496
-0.6888
1.2897
-0.2536
0.192
2.2698
-0.456
-0.1572
-0.1322
-0.4249
0.3215
0.8097
-0.2293
-2.1162
-1.0887
-1.4075
-0.972
-0.2948
0.1271
0.4352
-0.8597
1.1432
0.8502
-0.244
0.062
-0.2351
0.423
0.3891
-0.0726
0.5589
0.0157
-0.3497
-0.9244
-0.4806
-1.197
-0.0228
-0.9302
-0.4954
-0.9054
-1.3415
0.385
-0.7777
1.393
0.2236
0.7433
0.3311
-0.8502
0.8468
0.5383
0.2957
-0.9482
0.1214
-0.5579
-0.0852
-0.3522
-0.9449
-0.5947
0.6113
0.4891
-1.4548
-0.1903
2.1613
0.8217
0.1825
-1.146
-0.8767
-1.0023
-0.6325
-0.2707
-0.1306
-2.0224
0.2174
0.029
-0.76
1.0195
-0.2651
0.7614
-0.0131
0.0745
-0.7497
-1.8173
0.1296
-0.1537
-0.0442
0.2973
-0.2776
-0.0772
-0.0764
0.2655
-0.0783
0.6482
-0.4783
-0.6478
0.2473
-0.6921
-0.8629
1.2673
0.4327
0.599
1.5431
2.0798
-0.6799
-0.8497
2.5413
-1.4513
0.4104
0.2236
-0.0813
-0.2724
-0.7286
0.3484
0.0377
-0.7455
-0.46
0.4324
1.1877
-0.4785
1.169
0.2752
0.0281
0.5321
0.7221
-1.4511
0.8661
-1.1092
0.8215
-0.0457
-0.394
-0.3982
-0.2486
-0.8376
1.7951
-1.1696
-0.7374
0.9387
-1.2077
0.9436
-0.5011
-0.8097
-0.9011
-1.6496
1.1167
-0.7483
-0.4824
-1.9383
2.6065
0.7861
0.1133
0.6328
0.3694
-0.6725
1.0252
0.0649
0.4227
-0.9469
-0.795
0.2599
-0.1351
0.8981
0.943
0.2607
-0.6686
0.3659
-0.2571
-1.0356
-0.563
-0.5628
1.0362
0.9883
0.5835
0.165
0.4816
-0.3211
-0.2867
-0.318
-0.1286
-1.1985
0.1504
-0.583
-0.8637
0.0858
0.2125
2.3519
-0.5216
-1.068
0.042
-1.2078
0.2252
-0.4056
-0.2006
-0.3095
0.0715
0.4638
0.4917
1.0475
-0.032
-0.168
-0.1602
-0.5833
0.4607
0.0062
1.6627
-0.764
-0.578
-0.2265
-1.0615
0.1348
0.4388
-0.9412
-0.5098
1.6142
-1.6166
-0.3547
0.7439
1.5695
-0.3429
0.001
0.0424
-0.0666
-0.5758
-1.5607
-0.2439
0.0357
-1.3342
-0.4579
0.223
0.7173
-1.3152
0.1719
0.042
1.2128
-0.7419
59.5
1
570
68.99
BREAST CONSERVING
Breast Cancer
Breast Invasive Ductal Carcinoma
High
0
LumB
1
Positve
Positive
3
GAIN
Negative
Ductal/NST
1
Post
6
Left
0
4.04
IDC
Positive
1
ER+/HER2- High Prolif
20
2
Living
1.8586
0.3759
0.0396
0.0445
-1.2649
-1.359
0.9667
0.5432
0.4885
0.4753
0.3511
0.8039
2.0462
0.1976
0.1572
-0.0006
0.7333
1.3872
0.7006
1.1943
-0.636
1.5726
0.6376
-0.6011
1.6454
1.3847
0.0193
1.3481
-0.1777
1.7798
0.6289
-1.2328
-1.3474
-0.2118
-1.5889
0.2242
0.6228
1.3438
-0.8428
-0.0935
-0.5944
-0.3645
-1.2694
1.1255
1.8022
0.4952
-0.3844
0.1096
-0.1934
1.1459
-0.3887
1.1164
-0.0373
-0.1928
5.2794
-1.6618
0.7604
-0.9899
0.0697
1.5548
-1.1233
0.5012
-0.116
-2.4565
-1.7254
-1.1629
-0.8961
-1.5547
-1.6025
-1.9502
0.589
-0.4424
0.9603
0.8711
-1.0795
0.3343
1.2185
-0.9993
-2.3309
0.2646
0.0283
-1.5584
-1.3548
0.0397
0.8532
-0.5834
-0.2196
0.7583
-0.5229
-1.2522
-2.1756
-3.1682
-1.111
-1.1149
1.4201
2.0105
0.6776
0.1875
1.9624
0.3915
1.4164
0.2525
0.1134
-1.0715
-4.0619
-0.5385
2.2927
-1.7809
-1.3456
0.8859
1.1566
-0.1975
0.6493
-1.4783
-0.066
0.1212
0.1818
1.5827
-0.8883
-0.1254
1.4309
1.5959
0.5745
-0.4762
-0.453
0.9197
0.0637
-0.5471
-1.2595
-0.5635
-0.985
-0.2587
0.8733
1.5224
-1.1286
-0.5708
-0.3989
2.1556
2.2387
-1.2299
-0.0187
1.8138
0.8269
-0.4949
-1.158
0.1335
-1.3677
-0.9007
-2.3492
-0.5286
-0.6151
0.6214
-0.9564
1.1768
2.9847
-1.6788
-0.5745
0.1506
-0.6042
-0.6209
-0.6946
3.9653
-0.7176
0.3558
-0.659
-1.9954
-1.7295
-0.3326
-1.1928
0.9821
0.5699
1.9994
0.4883
-0.6859
-0.2195
0.995
1.0052
1.8294
-1.1411
0.6349
1.4385
-0.5257
-0.8989
-2.1205
1.6401
-0.3086
-1.7032
0.7594
1.1893
-0.3187
-2.0979
-0.2028
-1.7133
-1.0636
-0.6848
1.8878
0.7491
-0.2744
0.4192
-1.8027
0.6286
0.3343
1.6256
0.6616
-0.2977
-0.7
-0.4889
-0.2557
-0.786
-0.2918
-0.2312
1.8656
1.4147
-0.4221
-1.1089
1.2972
0.603
-0.6745
1.3943
-0.002
0.8645
-0.8652
-1.2752
-1.3039
0.0989
-2.3764
0.077
-0.4876
2.0443
-0.4513
0.0748
-1.3691
-2.7135
0.5716
-0.289
-0.2882
1.6289
0.1913
-1.9374
-0.6162
-0.2072
1.6151
0.5405
0.8712
-1.1963
-0.6423
-1.64
-1.2085
-1.5495
-0.0083
-0.0909
1.0123
0.4696
2.5883
-0.2964
0.2835
-0.8079
0.7834
-0.2446
-0.0618
-0.611
0.0356
2.1486
0.4869
1.0988
-0.7267
-0.7914
-1.0492
-1.3788
0.0598
-2.4037
-0.4442
0.7745
-0.9314
0.521
1.3773
-0.3133
-0.2495
-0.9602
-0.1886
1.2609
0.2998
0.3697
-2.0093
-0.0575
-0.5871
-1.3598
0.1952
-2.0702
1.8618
-0.9208
0.0698
1.2822
-0.0494
0.9339
-0.6348
-0.8329
0.7875
1.1805
-1.003
-0.8651
0.2634
1.4963
0.588
-1.3872
-0.2898
6.2462
-1.1952
-0.7665
-2.3277
1.2663
-1.1691
-0.1619
0.7925
-0.8773
-1.4713
0.28
-0.6754
0.1361
1.2596
0.612
-1.9429
-0.3543
-0.5369
0.7248
0.411
-1.3356
0.912
1.4421
-0.2672
-0.5058
-2.0913
-0.8717
-1.9692
1.0078
0.8285
1.3157
0.1627
0.9019
-0.8936
2.4558
-2.9294
1.7823
0.8247
2.4523
-0.3904
0.7239
0.3308
-0.0817
0.0561
-0.7604
0.4051
1.1715
1.3162
0.7717
0.0741
-0.5033
-0.0133
-1.182
-1.0938
-1.0097
-1.3483
-0.1054
-0.9919
-0.3342
-1.6231
0.6164
-0.1524
-1.5444
-0.4958
-0.5244
-0.6464
-0.0706
1.7374
0.9126
2.1519
-0.8139
0.3058
0.3699
-0.2272
-0.5527
-0.0106
0.1241
-0.6328
-0.1752
-2.2701
0.5815
-1.6095
-1.0016
-0.2762
-1.9871
1.7972
-1.4003
-0.084
-2.4579
0.3207
-0.2935
0.034
1.8079
-0.9187
0.9871
-1.0574
2.9541
-1.4151
-0.318
0.0451
0.3474
-0.9439
0.4597
-1.1654
0.1331
-0.0091
1.5622
-0.4512
-0.2998
-0.1023
1.6406
-0.0537
-1.6835
-0.0703
-0.0729
-0.5192
-0.775
0.3434
0.2057
2.0724
-0.1173
-0.4739
-1.3964
0.9211
0.4428
-1.4744
0.0462
-0.8352
1.3713
0.78
-1.9068
0.1822
1.0465
-1.9069
1.6693
-0.2846
-0.7105
0.9566
2.1385
0.1379
-0.9
0.099
0.5433
-0.2513
1.8599
-1.2746
1.1987
0.1078
3.0189
-0.695
0.4269
-0.8157
0.2225
0.8029
2.352
0.1368
-0.6744
-0.4358
0.1474
-0.4653
1.4044
0.8688
-0.5937
0.4116
-1.6217
1.129
-0.1804
0.0825
1.082
-0.4498
-0.0978
-1.3824
-1.7581
-0.8442
-0.1212
1.8094
0.4127
0.1708
-0.9521
-0.4377
-0.401
-0.6943
-0.7032
272.2
0
571
61.79
MASTECTOMY
Breast Cancer
Breast Invasive Ductal Carcinoma
Moderate
0
LumA
1
Positve
Positive
1
NEUTRAL
Negative
Ductal/NST
1
Post
7
Right
0
2.04
IDC
Positive
1
ER+/HER2- High Prolif
20
1
Living
-0.4089
-0.0268
1.3343
0.5266
1.5607
0.8584
-0.2269
0.3546
-0.7557
-0.715
0.331
-0.7601
1.6444
0.2691
-0.3547
1.4756
0.2579
0.68
0.6448
0.0332
1.5985
-0.2073
1.4394
-0.2345
0.2791
0.3501
-0.4811
0.2903
-0.3165
-0.34
0.5642
-0.5708
0.2759
-1.1848
-0.7497
1.7695
2.4405
0.9191
0.6172
0.1774
-0.5943
-0.7089
0.7882
0.8869
-0.1056
-0.5608
-0.0026
1.1125
0.3961
-0.6575
-1.0731
0.6319
-0.3618
0.0557
1.4211
-0.0988
0.1343
0.4854
-0.5343
-0.0617
1.4192
-1.0005
0.7758
0.3225
-1.1526
-0.4329
-0.7504
-0.7866
-0.1736
-1.0966
-0.5348
0.972
0.9128
-0.7843
-0.773
0.7221
2.011
0.2004
-0.5705
0.8512
-1.209
-1.4148
-0.664
-0.3675
-0.9039
0.7479
-0.8404
-0.2187
-1.728
-1.5906
-1.1901
-2.0767
0.6793
-0.3889
-0.6803
1.272
-0.2284
-0.3168
1.0224
0.1564
0.565
-0.7988
-1.1865
0.8208
0.1966
-0.2221
-0.7002
-0.4175
0.35
0.7342
-1.2377
-0.1461
0.8268
-0.7675
-0.1805
-1.2547
0.1423
-0.5005
0.3553
-0.7804
0.2162
0.1587
1.1525
0.9893
0.0956
-1.5346
-0.2539
1.4831
-0.5602
0.3133
0.2665
-0.0014
-0.1173
-0.1973
1.1157
-0.5502
-1.0563
0.0761
1.7797
1.5788
1.208
0.192
0.2749
-0.628
0.2192
1.4407
1.0316
-1.0184
-0.5196
-0.1906
-0.3111
-0.8096
-0.2609
2.2564
-0.7919
-0.4887
-0.2728
-0.2468
-0.6107
1.053
-0.6604
0.2368
-0.6183
0.1085
1.0487
0.2499
0.0141
-0.1657
0.5672
-1.373
0.2772
0.2438
-0.658
-0.2735
-0.0013
0.4175
-1.4674
-0.8303
0.8698
-0.1617
0.6774
-0.4445
0.6038
-0.3946
0.7087
-1.0831
-1.0692
0.3024
-0.251
0.5381
-1.521
-0.3684
-0.9968
-0.1379
-0.3955
1.5259
1.4888
-0.2741
-0.4483
-0.3174
0.2126
-0.0793
-0.1426
1.1691
1.6071
-0.4931
1.3315
0.4189
0.5037
-1.0697
-1.618
1.6907
0.5432
0.317
0.6673
0.3515
-0.7414
-0.4071
-0.3345
0.3196
1.3741
0.4128
0.5082
0.3131
0.2542
0.13
0.3623
0.2829
-0.0418
-0.674
-0.5525
-0.2337
0.1169
1.0743
-0.3832
-1.1349
-0.3705
0.4741
-0.4994
-0.2996
-0.3598
-0.0442
-0.172
-1.1721
0.7189
0.1164
0.9487
-0.4655
-0.2945
-0.239
-1.8634
-0.0926
0.4117
2.0853
0.2212
0.1234
0.1575
-0.0935
1.4095
1.4184
0.6945
-1.7519
0.4858
-0.0905
0.3139
0.7986
0.3625
-0.6451
0.1521
-0.9908
-1.0532
-0.4514
-0.1754
-0.6832
-0.5076
-1.0408
0.4076
0.657
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0.8517
0.5342
-0.8686
1.1618
0.6315
0.4376
0.1448
-0.1976
0.4442
-0.8411
1.2752
0.0372
-1.1285
-0.4273
-0.4217
0.8372
-0.1762
-0.6629
-1.1065
-0.6579
0.9678
-0.4945
-0.2757
1.3466
1.0168
0.7114
-0.4366
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0.19
-0.7263
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-1.1704
-0.9646
1.0098
0.5906
-0.5222
-0.7762
-0.4553
0.8548
0.2394
0.6901
-0.4118
-1.7893
-0.2667
-1.1134
0.3504
-0.844
-1.2736
0.1822
-0.5843
1.1953
0.8278
0.1479
1.1242
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0.8775
0.1961
0.2869
-1.2633
-0.306
0.2122
-0.1671
-1.2438
-0.1118
-0.6577
0.4459
0.2649
0.6019
-0.4174
1.8765
0.357
0.4547
0.1566
-1.3833
0.7742
-0.3516
0.1453
-0.2724
0.0953
-0.9263
1.1365
-1.5419
0.3996
0.6067
-0.2721
-2.2671
-0.7771
-0.1771
-0.271
-0.8573
-1.7504
-0.4008
-0.5991
2.3448
-0.7227
1.6338
0.319
0.0104
0.3427
0.3496
-0.3161
-1.5389
0.488
0.7892
-0.3303
-0.7109
-0.292
-1.3237
0.8144
-0.0029
0.6293
-0.3195
-0.4964
0.0998
-0.6058
0.1226
-0.0348
-0.5061
-1.7153
-0.0949
0.2373
-0.7818
0.9872
0.7688
-0.1139
2.0574
1.9023
1.5203
0.3396
0.5614
-0.0864
0.3898
0.6147
-0.5179
-0.4223
-0.1514
-0.5227
0.2654
-1.1336
1.5662
-1.244
-0.5627
-0.916
0.1276
-1.1497
-0.8677
-0.4099
2.0077
-0.3988
0.1328
-0.1049
-0.6286
0.068
0.0332
0.5123
-0.188
-0.4004
-0.7504
0.4439
-1.1192
-0.3938
-1.2925
1.2252
0.6854
0.2277
-0.1715
0.7337
0.2058
-0.2528
2.5011
-0.0062
0.325
1.2202
-1.3969
-0.3179
-0.355
-1.3502
0.4173
0.3201
0.345
0.3812
-0.5823
0.5662
-0.4298
-1.0852
-0.4698
0.2991
1.1216
-0.2222
0.185
-0.7171
1.3488
-0.0566
0.1254
0.1299
-1.0722
-0.1809
-0.6968
-0.2935
-0.313
0.2402
-0.7977
0.2206
0.381
-0.9283
0.3338
-0.2116
0.3272
-0.6414
149.866667
0
573
76.22
BREAST CONSERVING
Breast Cancer
Breast Invasive Ductal Carcinoma
Moderate
0
claudin-low
1
Positve
Positive
2
LOSS
Negative
Ductal/NST
1
Post
7
null
0
3.13
IDC
Positive
1
ER+/HER2- Low Prolif
65
0
Died of Other Causes
-0.3887
0.2073
-0.6948
-1.2591
-0.9117
-0.306
-1.1303
0.2473
0.2726
-1.0019
-1.361
-1.0749
-0.4246
-0.9916
-1.5017
-0.1279
-0.6463
0.4106
-0.1992
-0.8671
-0.1557
0.2849
0.4187
-0.1586
-0.1069
-0.5961
-0.6589
-1.6462
-1.3144
0.494
-0.8951
-0.2014
0.5875
-0.8193
-1
1.084
1.4433
0.2877
-0.6305
-0.9059
-0.961
0.5181
-0.1566
-1.6957
-0.7172
-1.3073
0.0178
0.832
0.1157
-0.1133
-0.704
0.1786
-0.0713
1.2554
1.7222
-0.7159
0.4922
0.3319
-0.6213
0.4471
-1.2723
0.0101
0.5277
0.3844
0.0249
-0.3435
-0.7324
1.0306
-0.4935
-1.1731
-0.8418
-0.1832
0.2019
1.2121
0.2986
-1.1617
-1.356
-1.4954
-1.0998
1.5264
-0.7659
-1.929
1.0606
0.0572
-0.6333
2.2366
-0.2504
-0.9394
-0.5274
0.1608
-0.5131
-1.9981
-1.2847
-1.5543
-0.3718
0.9845
-0.9858
-0.3963
1.5896
-0.7772
-0.0833
-1.3214
0.2637
-0.9212
-1.5718
1.4873
-0.812
-0.8191
-0.3585
0.2581
-0.3513
-0.2407
-0.414
2.1263
-1.2579
-1.5206
0.0278
0.9229
1.9132
0.6584
-0.7334
-0.0955
-0.1009
1.6674
0.9175
2.8531
0.9387
-0.5871
-0.7681
-0.1513
0.5533
-0.8658
-0.6442
1.063
-0.8374
-0.8609
-0.367
-0.0475
0.0993
-0.6855
1.9051
-1.3236
-1.0896
0.2645
2.303
0.3635
0.0135
-1.1731
1.65
-0.4542
0.0744
0.2166
-0.5773
0.0488
0.2305
-0.1056
-0.8936
-1.432
-1.0147
0.1524
-0.2043
3.2502
-0.9399
2.7909
0.1211
1.486
0.3873
1.1615
1.4863
-0.5091
0.2293
-0.1315
-0.935
0.6454
-0.7051
-0.651
0.658
-0.3967
-1.2342
0.7476
-0.1145
-2.015
2.357
-0.8282
0.9693
-0.7295
-0.0187
0.8934
-0.6073
0.2278
1.6081
0.7018
0.6829
1.1914
0.3191
0.6812
0.2608
-0.2128
-0.6779
-0.4558
0.4399
0.7641
-0.5054
-0.1937
-0.2647
-0.7343
-0.4765
-0.6243
-0.5292
-0.8693
-0.7462
-1.128
2.5891
0.9666
-0.8464
2.0957
-0.118
-0.7236
0.0221
-0.6409
0.3921
0.3556
0.8771
-1.1149
0.6735
-0.3603
0.904
0.0843
-1.2064
-0.5474
-0.465
1.4365
-0.3997
0.7531
0.9256
-0.0592
-0.0375
-1.1414
0.6999
0.6584
-2.469
-0.8455
-0.0889
-0.867
-0.3989
0.2033
0.7806
-0.3724
0.3744
-0.5607
-0.4648
0.7797
-1.8677
1.7581
-0.0281
0.1181
0.0742
0.5459
-0.308
0.6858
0.8014
0.9766
0.2505
0.0607
0.3599
-0.6331
0.3191
-1.4646
1.6034
0.4636
0.0912
0.1986
-0.0238
0.4955
-0.5323
-0.7105
0.5066
-0.0574
-0.4945
-0.473
0.3645
-0.1453
-0.7422
-0.7478
0.5529
0.7707
1.7205
-0.4017
-0.4342
0.4793
1.0754
2.0731
1.6458
-0.7721
-1.4921
-0.1813
0.0992
-0.1546
-0.0811
-0.5677
-1.069
-0.2965
-0.0349
-1.0236
0.1789
0.6367
-0.6685
-1.2801
-0.6803
-0.7396
0.0562
-0.1274
2.8142
-0.4058
-0.0784
0.0572
-1.7684
-0.4798
0.1536
-0.5625
0.5356
1.3872
0.9922
-0.6622
0.6571
-0.0727
-0.2024
1.6673
1.2482
1.1741
1.6301
0.5437
-0.2942
-0.3333
-0.2507
0.4338
-0.8353
0.364
-0.689
-0.3552
0.4888
-0.071
0.2379
-1.1105
-0.8488
-0.0116
0.4634
0.0704
2.5712
-0.1289
0.6244
-1.0152
-0.8476
-1.0123
-0.6946
-1.2181
2.5666
-0.6322
0.3614
-1.3043
-0.4405
-0.6244
-0.8759
-0.4565
-0.464
-0.2504
-1.3399
-0.1763
0.1029
-0.8262
1.0077
2.5085
0.86
0.5659
-0.3056
1.4998
-0.3163
0.7043
-0.4274
-0.2729
1.9703
0.9167
0.601
-1.267
0.0298
-1.0475
-0.3472
1.4679
-0.2711
-1.1493
-1.4596
-0.0546
-0.982
1.6243
0.0849
-1.6284
-0.0073
0.123
-0.9558
0.2921
0.6847
-0.801
1.3735
0.4634
0.0671
-0.3414
0.0491
0.3257
0.1197
-2.8777
-0.5393
-0.333
-0.434
0.0311
2.3863
1.2825
1.6714
-0.5527
-1.8857
-0.7947
-0.0384
-0.2871
-0.6484
-0.6962
-0.4596
0.1814
1.097
0.2843
2.2118
1.3562
1.2805
1.1264
1.4979
-0.479
-0.8865
2.1944
-0.0711
-0.3638
0.0963
1.0836
-0.1895
-0.898
-1.0598
-1.1797
2.3848
-1.1842
0.1497
-0.6538
0.6993
-0.3755
-0.7251
0.4308
-0.3383
2.7589
2.8328
-0.7293
-1.1571
-0.5177
0.1144
-0.4579
-1.508
-0.1169
-0.0238
-0.7358
0.4898
-0.805
0.251
-1.0349
-1.4144
-1.1431
0.2403
0.6488
1.4795
0.0816
0.4243
-1.7021
0.4037
-0.9571
0.7655
-0.7276
-0.0706
-0.8895
2.1548
1.3536
0.6884
-0.0022
1.6569
1.0148
1.5042
163.2
1
574
71.21
BREAST CONSERVING
Breast Cancer
Breast Invasive Ductal Carcinoma
High
0
LumA
1
Positve
Positive
3
NEUTRAL
Negative
Ductal/NST
1
Post
2
Right
1
5.042
IDC
Positive
1
ER+/HER2- High Prolif
21
2
Living
-0.9398
-1.0749
2.6513
-0.3471
1.7925
1.104
1.5294
0.7944
0.567
0.3274
0.1618
-1.7459
0.9116
-0.809
-2.1301
0.2054
-0.6042
0.7511
0.6747
0.2823
1.9069
0.2201
1.38
0.1112
-1.0129
-0.5539
-0.5756
0.4115
-0.9672
0.333
-1.1431
-1.1099
-1.006
-0.3173
-0.9113
0.2824
-1.0603
-1.4273
-2.2799
-1.2311
-0.497
-0.9433
0.9679
0.4123
-1.0388
0.2549
0.9046
-0.2454
-0.7318
-0.9683
-0.6633
0.9265
0.9946
1.0593
0.1379
0.7943
-0.3999
0.0377
-0.3015
-0.3265
-0.0393
-1.2338
-2.1779
0.3686
-1.7843
-1.4852
-0.6234
-0.8827
-1.8502
-1.1225
1.4409
0.4299
0.5473
-0.5405
-0.8671
0.0034
0.9905
-0.0928
-0.7261
-0.3721
-0.3401
-1.2423
-0.2538
-0.808
-0.1648
-1.1763
-1.5588
0.4513
-0.84
-1.6236
0.5707
-1.172
0.756
-1.7766
0.8286
0.5297
0.0999
0.8552
-0.5542
-0.0843
2.7359
-0.4544
-1.8499
0.143
-2.037
1.9269
-0.9219
-0.7382
-1.7564
0.2807
0.207
-1.9961
0.0265
-0.731
-0.9838
1.9684
4.0267
-0.8579
0.7756
1.9364
0.1306
-0.2865
-0.231
1.1021
0.6473
0.9617
0.4929
0.631
0.8385
-0.3372
-0.8226
-0.4952
1.0649
0.3373
-0.1176
-0.9578
0.6284
-1.4166
-0.2168
-0.1847
-0.4809
-0.6922
-0.2941
2.1459
0.0906
-0.6842
0.5787
-0.8363
-0.636
0.4305
-0.6134
-0.4187
-0.7152
-1.0167
0.531
0.5082
0.0105
-1.018
-0.5862
-0.4039
-0.1976
0.7374
-0.6862
-0.2742
-0.5554
-1.1294
-0.1948
-0.7411
1.2171
1.529
-0.6071
-1.0004
-2.3333
-0.8293
0.119
-0.085
-0.3996
-0.2649
0.933
-0.6906
-1.8333
-0.3666
-0.9035
-1.2048
-0.71
1.1488
-1.6106
0.43
-0.8667
-1.9577
0.4783
-2.0558
-1.3152
-1.13
-0.0174
0.7449
1.2555
-0.1871
-0.6431
0.4931
-0.6201
1.062
-0.1792
1.6599
-0.925
-0.6598
0.843
-0.7416
0.3469
-0.7014
-0.8231
1.1539
0.1789
0.073
-0.1611
-0.3292
-0.7445
0.606
-0.8504
1.0619
-0.1435
-0.3584
-0.7483
-0.5229
0.7223
-1.2298
-2.101
0.3941
0.6874
-1.2332
0.4068
-1.4711
-0.5367
1.9286
-0.4456
-0.7202
-0.6112
-1.1024
0.1363
-0.2426
0.2897
-0.4563
-1.1857
0.0422
-0.3357
-1.5668
-0.3121
-1.7532
-0.0524
-0.0615
-2.5219
-0.4871
0.1967
-1.5648
0.1736
-0.1158
-1.7682
-0.4683
-0.2652
0.9938
0.1489
-1.0465
-0.5386
0.7417
-2.0668
-0.394
-0.4798
-1.3363
-0.9883
-0.4677
-2.9146
1.1639
-1.1044
-1.9961
0.5851
3.4133
0.039
-0.7069
0.3117
-1.051
0.3823
-0.683
0.2385
-0.1796
0.7183
0.4206
0.594
0.5469
-0.6231
0.765
-1.5766
0.1957
1.3137
-0.1752
-0.3157
0.4427
-0.5563
-1.0046
-0.9691
0.2417
-0.6139
0.2899
1.3526
-0.1384
0.2
-0.7853
0.0662
0.0768
-0.3891
0.1821
-0.8473
-0.2697
-0.5424
0.5206
-0.4677
-1.0114
-1.9365
0.2785
-1.2766
0.0513
0.0861
1.2166
-2.4123
-0.005
1.2827
-0.8255
-0.5629
-2.263
-1.8761
1.2017
-0.223
1.1585
-0.2701
0.5019
0.2728
0.4738
-0.1268
1.1407
1.5217
-0.8184
-0.2953
-0.8014
-0.5392
-0.6123
0.1672
2.3879
-0.9574
-0.7816
-0.7719
1.6279
0.332
1.4704
0.8209
-0.8622
-1.6723
0.6963
-0.1604
-0.3908
-0.4257
-0.0285
0.0014
-0.3163
-0.0504
-0.1724
-0.6613
0.5128
-0.6346
0.5025
-1.1695
-0.8284
-0.3033
-0.9565
0.689
-1.0341
0.6023
-0.0239
-1.0046
-0.4936
2.0285
-0.7965
-0.6858
-1.7517
0.2204
-2.1837
-0.9097
2.4083
-0.0412
-1.2022
0.3334
-1.1224
-0.8393
0.1832
-0.6151
-0.7133
0.2578
0.3679
0.8869
-0.2552
-0.9297
1.0958
-0.8459
0.5684
-0.1816
0.5692
0.9967
-1.4169
-0.745
-1.3046
-0.1779
0.4182
-0.2014
-0.9515
-0.6668
-0.6412
-1.0962
-0.5959
0.8682
-0.2309
1.0714
0.9144
-0.3142
0.1027
-0.3279
-0.4029
1.0627
1.8954
0.0729
-1.1577
-0.2005
2.4362
0.3949
0.2711
0.1027
-1.1188
1.4624
0.0238
0.0241
-0.7075
0.5101
0.4991
-0.5215
-0.8354
-0.7893
0.7944
-0.033
-0.174
0.4377
-0.1884
-1.0057
-0.6365
1.5071
0.4903
0.808
0.0852
0.8202
-0.7654
-0.4915
0.463
0.5752
-0.5695
0.9784
-0.048
1.7599
1.2459
-1.0296
-0.1103
1.0275
1.2948
0.0029
-1.0021
-1.2107
1.2314
-1.1981
0.7223
1.007
-0.7572
1.3556
0.0374
-1.7685
-0.8498
-1.0099
-1.4968
0.4
0.7521
1.432
0.0747
-0.038
-0.0284
0.4085
119.8
0
575
48.1
MASTECTOMY
Breast Cancer
Breast Invasive Ductal Carcinoma
High
1
LumA
1
Positve
Positive
2
GAIN
Negative
Ductal/NST
1
Pre
4ER+
Left
4
5.11
IDC
Positive
1
ER+/HER2- Low Prolif
55
3
Living
-0.3723
0.4263
-0.2048
-0.2527
-0.0846
-1.3588
-0.0492
0.2673
0.2055
-1.0866
-0.0139
1.1816
-0.1494
0.097
0.201
0.4881
-0.1768
-0.1388
1.8127
0.7508
1.1163
0.076
-0.3044
-0.234
0.204
0.0926
-0.1938
0.2944
-0.1725
-0.7769
0.4733
0.6338
0.3275
0.4108
1.1416
1.6484
0.4503
0.3579
-1.2231
-0.1372
1.2875
-0.1975
0.4324
0.592
-1.0047
-0.6672
-0.9441
1.6021
0.2103
1.0319
0.8973
-0.5117
-0.2967
-0.2682
0.2027
-0.5586
0.7181
0.1593
0.6253
-0.9524
-0.1528
1.8492
-0.1048
1.205
0.4913
0.0224
-0.5599
0.9292
0.2058
-0.608
-0.4259
-0.0601
-0.4307
-0.0918
-0.6061
-0.1937
-0.2152
-0.1583
0.2549
-0.5692
0.1795
-0.063
1.9735
-0.6865
-0.8208
1.5572
-1.1163
-0.9663
-0.6169
0.268
0.4322
0.4785
-0.1351
0.0654
0.9352
0.8228
-0.8843
-0.1555
0.8916
0.7976
-0.6096
0.679
0.7164
0.6318
0.8165
-0.1654
0.1976
0.5632
1.2909
-0.9153
0.6183
1.2745
0.6888
0.907
-1.3116
-0.0977
-0.1264
0.6298
0.8029
0.9233
-0.6884
-1.0285
-0.238
-1.3241
0.34
-0.3809
-0.2893
-0.9147
-0.759
-0.5063
-0.3967
0.9501
1.018
-0.0035
-0.0468
0.0672
0.679
-0.2022
0.2525
0.5488
1.7444
-0.7255
0.3247
-0.2682
0.3639
-0.448
-0.0505
-0.1917
0.9112
0.6619
-0.9102
0.4013
-0.1491
0.5153
-0.2497
0.0736
0.0253
0.0249
-1.1937
1.8502
1.5029
0.1534
-0.4026
-0.1959
0.0883
1.0716
-0.1064
0.275
-0.5521
0.509
0.6923
-0.0309
0.0431
2.2232
-0.3139
0.7259
-0.3554
-0.0451
-0.0556
0.6872
-2.1892
0.0159
0.4122
-1.1037
-0.631
-0.4404
-0.7616
0.9227
-1.0632
1.899
-0.7066
0.4919
0.2272
1.3935
0.3357
0.4756
-1.319
-0.5163
-0.0067
-1.2473
0.2694
0.1769
0.5552
-0.9733
-0.5688
0.8217
0.7745
-0.2236
0.5941
0.4776
-0.4751
-0.5367
-0.5595
0.71
1.6731
0.6126
-0.0146
0.426
-0.845
-0.7857
1.1238
-0.0462
1.3069
1.1011
1.3782
-0.7972
0.0221
0.2815
0.2239
-0.4531
-1.2768
2.2959
0.9887
-0.3783
0.9195
0.5001
0.0001
-0.9595
0.7266
-0.0223
-0.2136
-0.3913
-0.751
0.8946
0.259
-0.6083
1.0975
-0.8295
0.3072
-0.2066
-0.2082
-0.2115
-0.7261
0.2454
0.317
-0.2721
0.701
0.1376
0.7484
0.677
-0.0916
0.2731
0.3947
0.399
0.3841
0.1816
1.3233
0.2119
1.0728
0.2369
0.0154
-0.9994
-0.018
1.0067
-0.2759
1.5166
0.9537
0.3038
-1.882
0.0568
-0.1211
0.2528
0.734
-0.2348
-0.4098
-0.4412
0.9222
0.3014
0.222
0.3747
0.1431
-0.4383
-0.215
0.1233
-0.3298
-0.2155
-1.1649
-0.3532
0.1862
1.8954
0.3012
1.893
0.205
0.5465
1.2027
-0.1581
-0.295
-2.2031
1.0105
1.2032
-0.1281
0.2527
-0.2652
-0.0286
0.5614
1.2201
-1.5471
-0.682
1.4393
0.2261
0.612
-0.2888
-0.6898
0.055
-0.3272
-0.5562
0.0319
-0.228
0.4008
-0.2495
0.2745
1.292
-0.3538
1.2733
-1.0756
0.7067
-0.236
-0.9359
-0.7441
0.2296
2.2614
0.1397
-0.3453
-0.8635
0.2295
0.246
-0.0439
-1.0047
-0.4652
-0.6538
-1.5283
0.0625
-0.2762
0.5791
0.8291
-0.4602
-0.0327
-0.5749
1.8799
-0.0365
1.4699
-1.6362
-0.6224
1.1973
-0.1855
-1.8375
-0.4289
-0.7641
0.3879
-0.3923
-0.1875
0.6397
0.0671
0.0053
-1.1879
-0.2688
0.7787
0.2676
1.4262
0.1735
2.7731
-0.5628
1.3036
-0.4084
0.1466
-0.637
-0.4147
-0.0707
0.3376
-0.595
-0.4713
-0.0146
0.8466
0.6982
1.3444
1.9854
-0.7199
-0.757
0.8979
-0.8177
0.6978
-0.6281
2.6437
1.7914
-0.6177
-0.3102
1.3778
-0.037
0.7678
0.495
-0.3671
-0.1556
1.1387
-0.8658
0.4936
3.0901
1.3341
0.4563
1.4104
1.7423
0.1725
-0.2172
-0.1167
1.6694
-0.0078
-0.0972
0.0911
1.5652
2.0516
-0.5585
-0.5358
0.4745
-0.0635
0.1479
-0.22
-0.2923
0.2579
1.6914
-0.2121
-0.6932
-0.6082
0.0264
-0.8726
0.2312
0.9673
-0.7097
-0.0151
-0.1765
-0.317
-0.4971
-1.0982
1.2534
-0.5769
1.0697
-0.9494
-0.4593
-1.7182
-0.0882
1.9982
0.1943
0.6492
2.466
-1.0711
-0.5147
0.544
0.0425
1.2723
0.3433
-0.312
-0.0067
1.5227
0.9566
-0.3984
-1.7791
-0.325
-0.1211
0.0091
-1.6179
0.5602
0.3546
0.0849
-0.9607
0.2345
-0.7455
-0.3171
-1.0538
-0.2902
0.2693
-0.9752
128.566667
0
576
68.47
BREAST CONSERVING
Breast Cancer
Breast Invasive Ductal Carcinoma
Moderate
0
LumB
1
Positve
Positive
3
NEUTRAL
Negative
Ductal/NST
1
Post
2
Right
5
6.042
IDC
Positive
1
ER+/HER2- High Prolif
21
2
Died of Disease
0.4022
-1.5537
-0.7546
-0.0122
-0.9086
0.0591
0.5064
-0.3064
-1.0644
-0.5811
-1.5582
0.8154
0.0227
0.5548
0.2608
0.4281
1.1134
-0.7466
-0.8849
0.8333
0.3205
-0.5399
0.0556
0.1267
1.5031
0.6922
0.1833
0.1283
-0.5195
2.0189
0.497
-0.6166
0.5488
0.1614
-0.3118
0.5157
0.333
1.8476
0.6013
0.1215
-0.6936
0.5618
0.2653
-1.5542
0.1184
0.0947
0.1428
-0.077
-0.4803
-0.9309
-0.0786
0.1197
-0.0166
0.4772
-0.3701
-0.9928
-0.4526
0.0338
1.8323
0.0489
-0.9941
0.6808
-0.7422
-1.4902
-0.1041
-0.3942
-1.1649
-1.4548
-0.8742
-0.8178
-0.1556
-0.3322
-0.0116
0.2604
-1.353
1.0664
-0.1954
-1.2496
-0.5027
0.4173
-1.2439
-1.1328
0.7688
-0.235
-1.257
-0.3347
-0.6505
0.0667
-2.1641
-1.197
0.3154
-0.5331
-0.5993
-0.5744
-1.0854
0.7361
1.0092
-1.2093
1.449
1.2574
-0.1353
0.7496
0.1272
-0.9346
-1.3287
0.1844
-0.1652
-0.8183
0.0411
-0.0089
0.0973
0.7449
0.8533
-0.4842
-0.4716
-0.5286
0.2753
-0.7246
-0.8973
-0.5499
0.8192
-1.5366
-0.5686
0.5957
-0.0688
0.444
-0.9692
-0.3113
-0.0229
-0.2422
0.4879
-0.8783
0.8561
0.2044
0.4756
-0.5427
0.6922
-0.3329
-0.259
0.0899
-0.0644
-0.7248
-0.3956
1.1388
0.8514
-0.2452
-0.0718
1.6955
0.7591
0.1595
-0.4216
-0.1038
-0.2844
0.8594
0.2743
-0.2663
-0.4582
0.2212
-1.6662
0.2649
0.1875
0.2714
-0.4072
1.809
0.0648
-0.0842
0.9124
-0.267
-0.3216
0.1821
-0.0865
-0.0047
0.5107
1.6239
-0.6591
-0.1385
0.0771
0.8517
0.4977
0.0694
1.0197
-1.2607
0.2578
-0.3584
0.2355
-0.7288
-2.2106
-0.1635
-0.5873
-0.0718
-0.3548
-0.2986
1.2366
0.2304
0.738
0.2629
0.1782
-0.7484
-0.5193
-1.0066
1.6508
1.2218
-0.3047
-0.4882
-0.6768
1.2763
0.6937
-0.4943
0.3563
-1.1066
-0.632
1.4983
-0.7528
0.2593
0.6622
-0.641
-1.1801
-0.1114
-0.6109
1.0959
-0.6744
0.2066
0.2947
-0.4841
-0.8659
-0.0681
-0.4301
-0.6264
-0.6812
-0.6376
-1.2201
1.983
1.247
0.3073
1.2042
0.747
0.6589
-1.3406
-0.0343
-0.5445
-1.0199
-0.2208
-0.0672
0.1674
0.723
0.1067
-0.0068
-0.7457
0.9399
-0.0052
3.3134
0.4932
-0.2429
-0.1825
-0.0278
0.1717
0.3059
1.52
-0.7713
0.7949
0.4295
0.5433
0.3608
-1.8623
-1.6093
-0.7781
0.8122
1.5148
1.1468
-0.4867
-0.9214
-0.5671
-1.1909
-0.0853
0.3581
-0.1178
0.4653
0.3248
0.9054
0.7682
0.2638
0.2328
0.4811
0.6987
-0.2978
-0.9838
1.4976
1.2522
0.7234
0.5259
-0.0336
-0.4051
-0.2775
0.224
-0.7512
0.0273
0.3078
-1.3667
0.468
1.1924
0.0149
1.3061
0.188
-0.7335
0.6287
-0.3278
-0.3618
-1.2706
0.0861
0.2011
1.3093
-0.12
0.6895
0.1941
0.0756
0.3216
0.2146
0.5282
-0.3233
0.6087
0.4957
-0.4069
-0.6222
-0.6567
-0.1574
-0.8592
-0.1082
0.047
0.5106
2.1387
-1.2348
1.4544
-0.5095
0.6683
0.2116
0.8999
1.2933
-0.3016
0.2066
-1.0153
-0.8078
0.7486
0.5884
0.2555
-1.2367
0.3066
-0.2087
-0.5318
-0.5031
0.7889
-0.252
-1.2114
1.0299
-1.1801
1.1931
-0.4893
0.1318
-0.8794
0.0398
-0.4073
-0.6508
-0.8474
-0.0757
-0.2337
-0.0723
-0.7899
-1.1214
-2.0777
-0.2607
-0.5856
-0.5319
0.0981
0.5394
-0.4074
-1.0978
0.3185
0.589
2.2974
0.225
-0.0924
1.137
1.3081
0.8575
-0.4343
1.8628
1.3353
-0.1482
-0.5068
1.0079
0.2283
0.9539
-0.2454
-0.2699
-0.696
0.1893
0.2834
-0.1289
-0.944
-1.1211
-0.0241
-0.0868
2.0571
0.9672
0.7075
4.1592
1.3217
0.7736
-0.2554
0.2248
0.3662
-0.2416
0.3226
-0.7473
0.6464
2.0875
1.8417
-0.0275
-0.3542
-0.1519
-1.0122
-0.8172
-0.2402
-0.0112
0.3464
0.0232
-0.3389
-0.3918
1.2936
1.3227
-1.2001
0.0517
-0.5921
-0.3184
-0.1548
0.4048
0.0789
-0.1547
0.6175
0.4951
0.4847
0.0886
-0.086
-0.6934
1.0924
-0.1166
0.7667
-0.0546
-0.4925
0.8269
-0.4941
-0.5288
0.9777
1.0381
0.7173
0.0771
-0.5523
-0.0525
-0.1599
2.1802
-0.5116
1.0795
0.7766
0.4608
-1.0393
-0.5605
-0.1733
-0.3354
0.1886
-0.261
0.999
1.4994
0.4157
-1.2371
-0.9362
-0.3653
-0.9198
0.4189
-0.1807
0.0473
0.243
-0.9064
-0.2301
-0.0833
1.6343
-0.8361
0.0169
0.2106
0.0843
0.5731
31
1
577
51.42
BREAST CONSERVING
Breast Cancer
Breast Invasive Mixed Mucinous Carcinoma
Low
0
LumB
1
Positve
Positive
2
NEUTRAL
Negative
Mucinous
1
Post
7
Left
0
3.02
IMMC
Negative
1
ER+/HER2- High Prolif
10
1
Living
1.2319
-2.1867
-0.5016
0.8034
-0.4456
-1.7909
0.3996
-0.3242
-0.3024
1.456
0.6518
-1.3234
1.1201
2.0086
0.7176
2.6416
3.2118
0.0524
-0.3122
-0.3513
0.2857
0.5374
0.824
-0.3088
-0.1538
0.3291
-0.2623
-0.5412
-0.7802
1.0521
-0.6825
-0.8882
-1.643
-0.8821
-1.7695
1.2199
3.6704
2.0526
-0.0695
-0.3925
-0.128
-1.2618
2.4412
1.3693
-0.6852
0.2052
-0.1251
1.6726
2.2784
-1.2966
-2.3544
1.0979
-1.1614
-1.283
0.1379
-0.1911
0.5321
1.2444
0.4455
-0.2251
1.1224
-0.2793
-1.433
0.7577
0.1095
-0.908
1.9322
-1.3973
-0.0261
-0.3211
0.0821
-0.1911
1.2131
-1.3513
-1.471
0.5535
1.8593
0.1682
-0.3366
-0.1917
-0.8642
-1.5724
-0.7871
-0.8088
-0.6326
-0.0687
1.1091
-0.3335
-2.0786
-1.231
-1.2615
-0.2583
-1.0539
-0.5244
0.235
1.3315
-0.4283
0.4297
0.8699
0.3196
3.0776
0.8801
-2.1017
0.6703
-0.8152
-0.4385
-0.463
-1.5264
-0.9467
0.3243
-1.0384
-1.0496
-0.8485
-0.7857
0.615
0.2136
-1.0139
-0.6282
0.4971
1.3735
-0.229
0.919
0.0328
0.869
0.2998
-0.8388
-0.1122
1.8592
-1.9099
-0.3204
-1.7239
-0.3081
0.0155
0.475
0.0275
0.121
0.7069
-0.8884
1.4914
0.9577
0.4474
-0.3806
0.3828
4.9793
0.9554
1.3032
1.681
-0.1993
-0.357
1.4407
-0.5483
1.05
1.3551
1.2672
0.0376
-1.9094
-0.3661
0.4389
-0.5718
-0.5596
-1.7786
-0.2869
-0.7963
1.8219
0.6247
-2.2061
-1.5752
-0.209
-2.0428
-0.7288
0.8505
-0.7535
0.8662
-0.3054
0.3256
0.3394
-0.9173
-0.4726
0.3935
-0.2661
-0.5862
-0.8557
-1.1418
0.4668
1.2339
-0.239
-0.2215
-0.8057
-0.0292
-0.9191
-1.0918
-1.6459
0.9416
-0.6561
0.0055
0.3566
1.3968
-0.5176
0.3189
0.7021
-1.8425
1.7506
-1.1109
-0.5307
-0.5795
-0.6159
-1.8532
-0.6414
-0.8639
0.1144
-1.0717
-0.0069
1.4164
-1.2445
-1.0879
-0.8523
0.2127
0.07
-0.9913
0.0582
-0.4347
-0.3435
-1.4546
-1.7141
1.341
0.0523
-1.5481
-1.1664
-0.7673
0.028
-0.0251
-1.8817
-0.9942
0.4073
2.207
-0.2744
-1.9547
-0.3603
-1.1545
-0.7091
-0.3691
-0.6551
-0.065
0.011
1.5377
0.2556
1.0733
-0.1387
0.3167
-0.2435
-0.5907
2.5344
0.9617
-0.7563
0.9945
-0.6403
0.2923
-0.1281
-0.3725
-1.2135
-0.7562
-0.148
-0.387
-0.4614
-1.8377
0.7119
-0.4066
-1.027
0.3534
0.8543
-1.2093
-1.6777
-0.3857
-3.4908
-1.4337
-0.2622
-0.5423
-0.09
-0.2729
-1.112
-0.1863
-0.7243
1.3847
0.7864
1.0698
-0.8395
-1.2913
0.7936
-0.5143
1.5419
-0.7512
-0.2946
0.3483
-0.1003
-0.217
-0.9345
-0.74
-1.9962
-1.622
-1.4104
-0.0697
0.2834
-1.1255
0.3738
0.9472
-0.2979
0.3551
0.2855
-1.4638
-0.6813
0.3337
-0.8403
-1.4219
-0.1696
0.4769
-3.1497
-0.7312
-0.6165
0.4483
-0.7983
-0.766
-1.546
-0.5759
0.0857
-1.0246
-1.2627
-0.7462
-0.9456
-0.4429
1.6076
-0.5116
-0.622
-0.0809
-2.6276
-2.0359
0.8419
-1.0569
-0.4244
-0.2641
-0.0445
0.5169
1.1993
1.335
-0.5057
-1.4621
-0.4564
-0.3968
-0.4736
-0.9458
-0.4465
-3.6141
-0.0124
0.847
-0.261
1.176
-0.0371
-1.0186
1.4032
-1.2142
-1.0447
0.8121
-0.3938
-0.9681
-0.2371
0.1192
1.7878
-0.9952
0.4222
0.3052
-0.6389
-0.5737
0.0133
-0.7305
-0.7658
0.3198
0.0599
-1.155
-0.0748
0.8794
1.8516
-0.8717
-0.827
-1.1195
-0.2425
2.1473
1.7197
-0.1861
0.1096
2.5005
-0.1935
1.0532
-0.138
-0.574
0.4816
1.0894
2.2328
0.5668
0.6574
-0.6415
-0.3531
-0.6584
-1.3693
1.7074
-1.372
-0.0132
0.5334
2.4517
-0.9035
0.4238
0.631
-0.1951
-0.8413
1.7647
-0.6015
0.8906
-0.3808
0.3398
-0.2876
1.2764
-1.0268
-0.4626
1.2666
-0.5875
-0.4963
0.3937
0.1135
0.1982
2.481
-0.7003
1.0476
-0.9811
-1.9438
-1.1605
0.2315
0.6031
-0.3349
-0.2798
-0.2984
1.6896
-1.21
0.2046
0.0157
0.9448
0.6717
1.1239
-0.5563
-0.4557
-0.8258
-0.5947
0.9504
0.2659
3.1502
-0.1365
0.0295
-2.1199
-0.8965
0.2024
-0.1647
-1.3492
-0.6115
1.4406
-1.4915
-1.0815
-0.8909
-0.7896
2.9673
-0.6295
1.4315
-0.2601
1.2487
-0.9905
0.6025
-0.0394
-0.8619
2.1381
-0.0296
0.0642
-2.045
0.2736
-0.8
0.2142
-0.2036
0.6818
-2.0656
-0.4143
0.4733
2.4093
5.2747
0.6438
65.4
0
578
59.64
MASTECTOMY
Breast Cancer
Breast Invasive Lobular Carcinoma
Low
1
Normal
1
Positve
Positive
2
NEUTRAL
Negative
Lobular
1
Post
4ER+
Left
6
5.084
ILC
Positive
1
ER+/HER2- Low Prolif
42
2
Living
-1.0529
0.3424
-0.6861
1.036
-0.6966
1.1563
0.1979
0.1406
-0.3514
-0.9613
0.015
-0.3305
-0.6061
-0.5436
0.5577
-0.1183
-0.0149
-0.0662
-1.2648
-0.4701
1.1978
-0.6345
0.8381
0.2339
-1.1277
-1.6229
-1.0306
-0.5667
-1.2925
-0.4598
-0.0819
0.1788
1.5884
-0.286
-0.4755
1.3485
0.6475
0.5326
-1.1085
-1.2414
-1.0393
-0.0086
-0.8551
0.0334
-0.9086
-0.0572
-1.0569
1.1408
0.3766
-1.3034
-0.1259
0.3601
0.1619
1.1127
-0.2879
-0.4382
0.6997
-0.4507
-0.5246
1.1354
-0.2635
0.2777
0.1076
0.2161
-0.9149
1.8516
-0.1597
1.409
-0.6033
-0.317
0.0349
-0.5645
-0.3812
0.5459
0.58
-0.3473
0.3989
0.6142
-0.0996
1.2152
0.8245
1.6831
-0.0807
0.1188
-0.3649
2.4872
-0.9198
-0.2132
-0.1828
1.5384
0.8907
-0.1084
0.1251
0.2895
-0.2502
0.5234
-1.0519
-1.1194
-0.0281
-0.7472
0.0498
-0.2117
1.9267
-0.4998
0.8612
0.1321
0.8692
-0.1157
1.063
0.8121
0.9187
2.8803
0.2804
2.5652
-1.0684
-1.2332
-0.6249
0.3091
-1.2942
-1.4041
-1.5308
-0.6701
0.0478
-1.4333
-0.1498
-0.9223
0.4772
0.3683
1.0327
0.0213
0.9735
-0.3345
0.5417
-0.5109
0.521
-1.1719
-0.1099
-1.9066
-0.3665
-0.1975
1.5214
0.227
-1.5233
0.8213
0.6562
-0.3847
0.0277
0.0027
0.7926
1.2075
-0.3299
0.9639
0.9425
0.7445
-1.1628
-0.2485
-0.297
0.3515
-1.2118
0.665
2.4637
0.8153
1.2834
0.4228
-0.8948
2.0958
0.8177
-0.537
-0.0413
-1.2019
0.3723
-0.6854
-0.6814
0.34
0.0458
0.1506
0.0246
-0.1457
0.1188
-1.3779
1.2478
0.7086
2.0962
-0.7792
-0.1634
-0.9233
0.1995
-0.2913
0.3368
0.7712
0.204
0.4047
0.4774
-0.6945
-0.6042
0.4514
0.187
0.3341
0.6031
-0.0456
-0.1925
-1.1619
1.2753
-1.4292
-0.6084
-0.7581
-2.53
-0.4904
-0.7566
-1.2238
-0.7466
-0.0544
-0.5864
-0.9651
-0.3512
-0.3225
-1.1848
-0.0024
0.3064
-0.3223
0.7656
0.4749
-0.1197
0.5798
-1.5781
-0.6914
1.0539
-0.853
-1.8628
2.0702
-0.5674
2.6205
0.8704
-0.5082
1.0075
-0.2028
1.4144
-0.6891
1.1784
0.1816
-1.0807
-1.1276
-0.6395
-0.1646
0.0178
0.0026
0.9583
-0.7727
0.8558
0.4394
-0.2701
-1.2676
-1.7252
-0.4041
1.6199
0.4366
1.6677
0.3151
1.0621
0.2458
1.2103
1.1241
-0.1877
-2.4971
-0.9584
0.2266
0.28
-0.5132
1.7545
1.791
0.3264
-0.7405
-0.4876
1.2525
-0.4906
-0.1789
1.4322
0.7005
0.3119
-0.1656
-0.3314
-0.5628
-0.6705
0.3039
0.6405
0.3904
-0.726
-0.4015
-0.4603
0.4716
2.4368
0.3586
-0.7739
-1.0341
1.207
-1.0767
-0.6683
1.4746
1.841
-0.9856
0.163
-0.4858
0.3042
-0.5998
-0.8974
-0.121
-0.4322
-0.8646
0.9445
1.7608
-0.3121
0.2834
1.5582
0.5841
1.6735
0.5234
-0.5826
-0.9127
0.0655
0.8757
2.296
-0.0117
0.0763
-0.581
-0.5648
0.1119
0.0018
0.7503
0.4308
0.3578
-0.9401
-0.557
-0.54
-0.2176
0.2993
0.5646
-0.5152
-0.0999
1.1461
-0.0938
-0.477
-0.3337
-0.3464
-1.1633
-0.7095
-0.5884
0.4771
0.0245
-0.2321
-1.4236
0.0265
1.11
0.9488
-0.6303
-0.275
0.9003
-0.4034
-1.1451
2.3756
2.1701
0.416
0.1609
1.6772
-0.6456
-0.3065
0.3844
-0.2207
-0.541
0.2265
-0.2446
-0.4081
-0.2922
-0.2478
0.7803
-0.2088
-0.9361
2.6682
2.1189
-0.804
-0.0631
1.212
0.0828
1.3269
-0.1925
0.0779
0.6536
-0.3711
0.2027
-1.6026
-0.1911
0.0395
-0.1195
-0.3738
-0.5422
0.6331
-0.5522
0.3296
-0.7278
-0.5796
-0.451
0.869
-1.239
1.1814
-1.0063
0.1034
0.4785
-0.2221
0.6129
-1.1389
-0.2779
0.0328
0.1073
0.8638
0.7503
-0.2845
1.6246
0.5802
-0.92
-0.3034
1.1336
-0.9084
0.3371
0.6135
0.3029
-1.0846
-0.0203
1.2411
1.9807
0.9941
1.215
0.7855
1.0554
0.924
0.0444
-0.0415
0.7065
-1.0934
2.4114
-0.0328
0.8783
0.7253
0.0664
1.2464
-0.7539
-0.4242
0.0078
0.7116
-0.316
-1.2545
-0.3548
-1.8003
1.2517
0.4626
1.3348
0.4279
0.5023
0.2186
-0.0136
-1.1331
-0.3757
0.1891
0.2327
-0.1086
-0.5319
0.8476
0.4939
0.6654
0.5494
-0.3343
0.1303
2.0394
-0.0412
1.1882
0.0037
0.0456
0.0297
0.7279
0.6746
4.0043
-1.0111
-0.0219
-0.817
-0.2323
-1.2193
0.0988
-1.5777
0.3522
-0.4319
-0.6707
110.1
0
579
70.53
BREAST CONSERVING
Breast Cancer
Breast Invasive Ductal Carcinoma
Moderate
0
LumB
1
Positve
Positive
2
GAIN
Negative
Ductal/NST
1
Post
7
Left
1
4.058
IDC
Negative
1
ER+/HER2- Low Prolif
29
2
Died of Other Causes
0.0441
0.1088
-0.4407
-0.3816
-0.3006
-1.8914
0.4466
0.3174
0.6044
-0.6051
0.4676
0.0775
-0.506
-0.9877
-0.2045
0.1649
0.4369
1.0701
1.1945
0.4405
-0.655
0.0335
-1.0858
-0.3628
-0.594
-0.165
-0.5584
-0.1906
-1.0263
0.2778
0.2397
-0.6764
0.0742
0.1282
-0.3646
1.1077
1.4114
-0.174
0.243
0.2874
-1.0679
0.2359
-0.1601
-0.8944
-0.5617
-0.6275
-0.1729
0.1203
-0.6397
-0.2083
-0.1726
1.0109
-0.2184
-1.085
-0.013
-0.0778
-0.7722
1.3205
-0.4881
0.6916
0.1748
-0.0074
0.3597
1.0028
-0.062
0.6204
-0.2388
1.306
0.0491
-0.0208
0.8921
-0.1019
0.9023
-0.3853
-0.7977
-1.2499
0.9347
-0.5493
0.1832
-0.9245
-1.2055
-0.0213
-1.5697
0.6155
0.2824
-0.9323
-0.6044
0.7426
-0.2323
-0.3512
0.575
-0.692
0.9774
0.2729
2.2276
0.982
0.7389
-0.0416
-0.8903
-0.5709
0.7004
-0.6227
-0.1585
-0.3521
-1.1598
-0.8266
-0.46
-0.3853
1.1827
1.9766
-1.1032
-1.5924
-0.2
0.1039
-0.1715
-0.0755
0.2043
-0.6663
0.5703
0.5545
-0.111
1.1747
0.6493
0.3462
-0.946
-0.8653
-0.468
-0.4208
-0.0053
-0.2881
-0.1791
0.2201
-2.8758
1.5788
-0.4311
-1.6328
-0.2307
-0.4993
0.5515
1.0188
0.0446
-0.7572
-0.3118
1.2392
1.119
-0.3444
1.0395
0.0864
-0.6524
1.0682
-0.524
0.0573
-0.3862
-0.7925
-0.0882
-0.4952
0.0843
1.235
-0.6272
-0.0806
0.9167
0.3595
0.6643
0.1389
0.1664
-0.2491
0.7714
-0.129
-1.1678
-0.5006
-0.7695
0.0773
-0.2403
-0.4155
1.1684
-0.015
0.3159
-0.5964
0.1219
1.4536
0.6644
0.0127
-0.3566
-1.6701
0.3344
0.3448
0.4483
-1.0391
-0.015
0.4262
0.2472
0.6721
-0.3539
-0.0446
-0.9079
-0.1937
0.6402
-0.4981
-0.4555
-1.3288
-1.1423
0.5115
-0.0354
0.3481
-0.5356
-1.0132
2.0014
-0.6392
0.8996
1.05
-1.1018
1.0372
0.2855
-0.0182
1.8195
-1.3035
-0.9108
0.0487
-1.3603
-0.4163
-0.1973
0.4699
-1.0075
-1.1651
1.6272
0.1862
-0.4473
0.3743
-1.365
-0.1044
-0.2772
-0.6173
0.9652
0.2724
-0.9622
-0.9166
-0.0686
0.1006
0.2169
-0.8171
0.1154
1.3774
-1.3146
-0.137
1.502
-0.6321
0.4161
0.2247
-0.3515
-0.1194
1.4464
0.0266
-0.6687
2.0919
-0.2611
1.0333
0.3303
-0.8237
1.0908
0.9154
-0.8871
0.3117
0.443
0.211
-1.019
-0.0905
0.8363
0.063
0.218
1.0398
-0.1269
-0.3169
0.3716
0.498
0.0482
-0.3774
0.0733
0.5249
-0.3978
-0.3784
0.722
-0.4654
-0.2844
0.4847
-0.1484
0.3234
1.2088
-1.3962
-0.1365
0.3815
-1.1017
-0.4173
0.6524
-0.4305
1.5994
0.435
0.1169
0.8315
-0.561
1.7894
0.4048
-0.2557
1.751
0.7102
1.3412
-1.6071
-0.5762
0.302
0.3665
0.3723
0.3084
-2.1356
1.3385
-0.4011
0.5906
0.5274
-0.6212
-0.2383
1.1471
0.3912
-0.0599
-0.4104
-0.6093
-0.986
0.8589
-1.2369
-0.0588
0.0464
-1.2196
-0.5455
-2.0102
1.3588
-0.1425
1.232
-0.4368
0.8571
1.6169
0.3298
0.0467
-0.2182
0.0767
-0.3861
0.993
-1.6137
-0.9197
-0.2222
-0.4708
1.3027
-0.4826
-0.8324
-0.0768
0.0257
-0.3186
-0.9005
-0.3915
-0.8421
-0.7769
-0.077
0.1803
-0.9374
0.6569
0.3632
-0.9856
9.7129
-0.343
0.0541
-0.0891
1.94
-0.6536
-0.6477
1.2679
-0.3804
-1.9686
-1.416
-0.7499
1.5138
-0.0591
0.2599
-0.581
0.3664
0.2632
0.3128
0.4937
-1.243
-0.1588
0.2722
-0.2157
-0.7691
0.1095
0.9617
1.0717
-0.1381
-0.2979
-0.7663
1.0039
-0.2351
-0.9279
-0.6165
-1.3191
-0.0098
-1.6578
-1.0337
0.7234
1.9205
2.7546
-0.1854
0.8385
-0.7757
0.9542
-2.8065
0.1582
0.6528
-0.5068
-0.7647
0.2333
-0.4217
0.6694
-0.4363
-0.4241
0.1382
-1.8003
1.0611
-0.2449
-1.1603
-0.6043
-1.5319
-0.2095
0.4067
1.3798
-0.5895
-0.6038
0.2724
-0.1055
2.5211
0.9068
-0.1083
-1.2043
-0.4027
1.005
-0.5241
-0.8448
-1.0504
0.6287
0.5706
-0.9297
-0.2057
0.3618
-0.3066
-0.6905
-0.2951
-0.5633
-0.2108
-0.1253
0.1517
0.826
-0.2208
1.3769
-1.0441
1.0541
0.0226
1.1749
0.2223
-1.4716
0.8276
0.2048
-0.716
-0.6367
-0.0548
-0.6478
-0.4671
0.0603
0.3926
-0.571
0.3001
1.9322
-0.8312
1.4182
0.5103
-0.9237
-0.2415
1.0756
-0.0074
-0.2481
-0.3504
0.1667
0.7511
-0.5631
-0.2398
-0.8437
92.766667
1
580
33.8
MASTECTOMY
Breast Cancer
Breast Invasive Ductal Carcinoma
Moderate
1
LumA
1
Positve
Positive
3
GAIN
Negative
Ductal/NST
1
Pre
4ER+
Left
2
5.08
IDC
Positive
1
ER+/HER2- High Prolif
40
2
Died of Disease
-0.8958
0.8396
-0.2286
-0.2704
-1.38
-1.0787
0.3399
0.7185
0.3186
-0.6924
-0.3989
0.4185
0.6881
-0.9728
0.6349
0.0756
-1.2128
-0.0645
0.2463
0.6895
0.0926
1.7682
-0.0336
0.1753
0.1652
0.1832
-0.3629
0.6424
0.2822
-0.8981
0.4134
0.763
0.9965
-0.1973
0.5112
0.3899
0.5533
-1.3279
-1.4704
1.405
1.4789
0.3219
0.6199
0.1009
-0.1877
1.1272
1.3346
0.519
-0.8154
0.7194
0.4678
-0.3799
-0.2652
-0.0696
0.2706
0.0877
-0.6815
0.0223
-0.9226
0.326
-0.5607
-0.6654
0.2262
0.9189
0.1736
0.4108
0.6557
-0.3805
-0.5074
-0.0955
-1.2249
-0.2598
0.5824
0.7741
0.5345
0.5591
-0.9611
-0.2217
0.5697
-0.7628
0.7581
-0.4249
1.1876
-0.0386
1.1341
-0.1965
-1.3511
-0.0415
0.2266
0.5421
-0.1764
-0.0138
-0.6735
-0.295
-0.8878
0.0099
-0.844
-0.496
1.2607
0.2081
1.1891
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1.1445
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0.0416
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0.2011
0.3648
0.1963
1.0205
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0.025
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3.9192
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1.7111
1.0745
1.8242
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0.5125
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0.0187
1.3936
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0.7247
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1.2597
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0.7442
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0.0835
0.1897
0.4195
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1.4277
0.1666
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0.6865
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0.1814
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0.5848
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0.3927
0.2403
0.3551
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0.7665
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0.5783
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0.775
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0.4318
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0.76
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0.9398
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0.1113
1.5749
1.7401
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0.4716
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0.1616
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0.8006
0.0386
0.0814
0.3175
0.5451
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0.2432
0.0686
0.707
1.7726
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0.9257
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0.4277
0.247
1.0915
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0.1291
1.9805
0.813
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0.5636
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0.209
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0.6008
0.4508
0.7426
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0.0701
0.2958
-0.3751
0.7518
0.2315
0.6883
-0.4835
-0.419
0.7771
1.0626
0.7388
-0.5253
0.152
1.2709
-0.2378
-0.99
1.8128
0.4241
-1.3059
0.8104
0.0323
2.1944
-0.0449
-0.6335
0.1165
-0.5136
-0.6107
-0.5135
0.2429
-0.5798
-0.382
0.4104
0.9703
0.7285
0.5179
0.6298
0.4994
0.7374
0.854
0.6176
0.5322
-0.485
0.4193
1.4956
-0.6483
-0.932
-0.0702
0.9644
-1.8871
-0.4341
0.2234
0.8577
-0.6544
0.0685
-0.3056
-0.9809
2.5647
-0.358
-0.5538
-0.9182
-1.6102
1.0301
-0.7852
0.977
0.2753
-0.5345
-0.3532
0.5277
-0.1145
0.5182
0.623
0.3635
0.585
1.577
-0.7303
1.2665
0.3451
1.1412
-0.8368
-0.3667
-0.0692
0.0606
0.6135
-0.0955
0.2387
0.2024
2.1326
0.5624
-0.4759
0.1707
-0.5846
-0.5385
-0.5364
-0.6372
-0.9736
0.0327
-0.3601
-0.7234
0.9639
0.3965
-0.3698
0.7984
0.7921
0.9146
-0.3848
0.5401
-0.4111
0.731
0.8606
2.0839
-0.5982
0.1968
0.2784
-0.8136
-0.4734
-0.5677
1.6229
0.8713
0.2836
1.3382
-1.0239
-0.1425
-0.0853
0.2569
-1.3196
-0.33
0.0603
0.8329
-0.0325
1.387
-0.4134
1.5098
0.9738
-0.7723
-0.2773
0.4741
-1.1393
-1.4585
-1.2846
-0.6125
-0.3528
-0.3025
-0.3562
0.3486
-0.5215
0.0777
1.2687
-0.6008
0.73
-0.154
79.366667
1
581
96.29
MASTECTOMY
Breast Cancer
Breast Invasive Ductal Carcinoma
Moderate
0
Basal
1
Negative
Negative
3
NEUTRAL
Negative
Ductal/NST
0
Post
7
Right
14
6.052
IDC
Negative
1
ER-/HER2-
26
2
Died of Disease
0.8536
0.008
-0.2065
-1.0797
0.5818
-1.3788
-0.8364
0.2559
0.901
-0.7035
-0.6477
-1.1904
1.7891
1.689
1.3717
-0.4127
2.0662
-0.2958
-1.3943
-1.6079
-0.2995
-1.5201
2.1841
0.1196
0.3927
0.6678
0.2242
0.0979
-0.2823
-0.8805
0.3287
3.9934
-0.2827
1.4913
0.2474
1.1764
2.3069
-0.0866
0.8446
-0.0297
1.0819
-1.1383
-0.1964
-0.0628
0.1173
1.1329
0.6238
-0.2142
-0.2
-0.5446
-1.0281
0.5617
-1.279
-0.8697
-0.6804
-1.2485
0.3251
2.6888
1.503
-0.5058
3.2357
0.5873
-0.0544
0.7649
-0.8136
0.4446
1.136
0.4501
-0.1634
0.1446
-0.6952
2.8232
-0.24
-0.2514
-1.5648
2.554
0.1677
-0.6236
-1.0428
0.2747
-0.7424
-0.6164
0.3318
-1.258
-0.8738
-0.7908
0.1568
0.0433
-1.1447
1.2539
-0.2794
3.0389
1.2009
-0.4813
0.0451
0.1134
-0.855
-0.8756
0.7427
-0.1603
2.0235
0.8494
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0.8452
0.5894
2.353
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1.0815
2.765
-0.8842
0.9281
1.4968
0.299
-0.7043
-0.3259
-0.8659
0.5317
-1.0235
-0.8451
0.8676
0.42
-0.9176
-2.4011
-0.8164
1.8229
0.235
-0.4132
0.2519
-0.3118
-0.7273
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1.385
-0.9966
-0.8787
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-0.521
2.9499
-0.9484
0.8909
0.986
1.6288
-1.5488
0.5815
1.3101
-0.7538
3.8685
-0.5098
0.4646
-0.5463
-0.3799
-0.0672
-0.0218
4.123
0.6203
3.3216
-0.5906
-0.4199
-0.72
0.5913
-0.2311
0.8027
0.0579
0.6689
-0.348
-0.4557
1.1876
-0.4571
-0.6523
-0.3458
1.1468
0.9067
1.0324
-0.4524
-0.4917
-0.9901
0.8274
-0.6073
-0.8976
0.1469
0.0161
-0.2427
-0.4857
-0.739
-0.8631
0.8159
-1.022
0.0471
-0.8583
0.2427
-0.4446
-1.2617
-2.3023
0.5721
0.2648
0.5526
1.3064
0.7676
-0.4755
0.0298
-0.1342
0.0968
0.6462
-1.313
0.208
1.0391
-0.1784
1.2383
2.8649
-0.6418
0.5289
-0.7424
-0.3716
1.0928
0.2203
1.1898
-0.502
-3.4288
0.1302
-0.3902
-0.064
-1.6433
-0.7099
-0.4782
-0.3364
0.1718
-1.4858
-0.6982
-0.4247
-0.4514
0.5589
-0.2094
1.2622
0.3941
1.8834
-0.7833
0.9914
-1.1794
1.1518
0.0795
0.4856
-0.2002
0.6906
1.9071
-1.2525
0.2663
0.3435
-0.6597
-0.4292
-0.1506
-0.8448
-0.167
-0.3233
-0.1083
-0.4314
0.4986
-2.5041
0.1038
-1.5475
0.3926
-0.0687
-0.328
-0.4288
-0.5376
0.6842
0.877
0.3921
-1.5483
1.2442
0.6394
-1.7782
0.7585
0.0215
4.0332
1.0684
-0.4673
-1.1896
0.6379
-0.5229
1.2685
-0.6448
-1.6638
-0.77
-1.15
1.403
-0.4287
-1.3295
1.2558
1.825
0.2554
-1.0882
-0.677
0.3316
1.3222
0.5626
-0.0211
-0.9413
-0.3638
-0.8251
-0.5798
2.2268
2.0522
0.1855
-0.772
0.2145
-1.474
0.2144
0.1853
1.6095
1.3144
0.194
-0.5176
-0.3858
-0.4981
0.0471
-0.3186
1.1692
1.7474
0.361
0.8435
0.3296
-0.4395
-1.288
1.6537
-0.3501
-0.1802
0.8094
-0.1737
-0.2182
0.1159
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0.6187
1.5171
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0.5304
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1.5929
-0.0946
-0.2987
-0.9467
0.0228
1.4682
-1.7782
1.0597
-0.5871
-1.0695
-0.7985
0.2987
-0.6676
-0.2566
0.4224
0.0199
-1.2619
0.9458
3.6766
2.3726
-1.2933
0.0198
-0.2852
0.6565
0.1258
-1.4565
-0.791
0.9209
-0.3339
-0.0898
0.3091
-1.5848
-0.9916
0.205
-0.2848
-1.468
1.2032
-1.0168
1.2369
-0.7477
0.0338
0.5471
0.1717
-1.323
2.1455
1.1755
0.6434
-0.6797
1.0329
-1.6663
-0.8587
-0.5498
1.2972
1.2157
-0.5641
1.1543
-0.1232
-0.3094
-0.1442
-1.4417
0.2749
-0.8286
0.4276
0.5099
-0.3972
-0.6762
0.9458
-0.311
-1.6602
1.4883
1.0338
-1.2934
0.3212
-1.1831
-1.5358
-0.8756
0.5228
-1.2977
0.8099
0.2534
1.53
-0.2918
-0.3898
-0.4687
0.8757
0.0163
0.8675
-0.3065
0.8018
1.9794
-0.0546
1.0684
2.5596
-1.207
2.6184
0.4448
2.211
1.229
1.5869
-0.2784
3.0464
-0.3269
1.1889
-0.5533
-0.8821
-1.6197
0.5729
-1.1717
0.5685
-0.3337
0.3513
0.5885
0.652
-0.8629
-0.2144
0.0793
0.1341
0.5967
1.5004
-0.0654
-0.8344
-2.3062
1.219
1.4831
-1.1583
-0.5508
1.1227
-0.406
-1.8124
1.5987
0.6817
-2.0863
-0.1028
2.0939
1.3947
0.4629
-0.8958
0.9028
-1.1131
-0.5337
-1.3724
0.6428
0.2577
1.0777
1.6226
2.2326
-0.6757
-0.7453
0.3822
-2.3147
-0.698
-1.6333
1.3792
7.866667
1
582
84.76
MASTECTOMY
Breast Cancer
Breast Invasive Lobular Carcinoma
High
0
Basal
1
Negative
Negative
3
NEUTRAL
Negative
Lobular
0
Post
10
Right
0
4.06
ILC
Negative
0
ER-/HER2-
30
2
Died of Other Causes
2.3226
-0.0983
1.897
-0.9025
2.7367
1.0018
0.1626
2.4214
0.3
1.774
1.7167
-1.5065
0.9593
1.542
0.8069
0.2463
1.2432
1.0628
-0.086
-0.3535
-0.2346
-1.2449
0.7371
-0.8724
0.4726
0.9763
1.299
0.3385
1.4995
0.0319
1.3376
1.1863
-2.5763
-0.9778
-2.0623
3.3525
-0.834
-0.9231
-0.7244
2.0217
2.5302
1.257
0.82
-1.2527
-0.7724
1.7424
-0.4355
-0.0376
0.413
-0.5025
-1.1109
0.0306
1.9642
1.5208
-0.161
-0.0905
-0.4998
3.7185
0.0642
-1.8788
0.9111
-0.5647
-1.6724
1.816
-1.3436
-2.2532
-0.7508
0.1807
0.4568
0.8697
-1.8639
3.3526
0.917
-0.2301
0.2618
2.765
2.3517
0.2117
-1.1913
-1.7558
-1.6484
0.4869
0.0569
-2.6419
1.2118
2.9036
-0.1912
0.1658
-0.3232
0.8904
1.3776
-0.2182
1.3625
-1.3381
3.6705
-0.3355
0.7026
-1.0161
-1.2277
0.3335
-0.435
0.8717
0.5667
-0.1864
0.9677
-0.49
-1.2506
-1.4761
-2.9546
0.2034
-0.8283
-2.0786
1.0837
-1.656
-1.0512
1.1822
0.7318
-1.743
0.4695
2.2728
1.5995
-0.6737
-0.1518
-2.7797
1.5593
-1.1065
-0.959
1.2416
-1.7209
-0.1695
0.2968
-0.2193
0.8388
-1.0266
-0.9001
0.7605
1.4155
0.1757
1.1814
-0.428
0.41
1.5157
1.1472
-2.1659
-1.5844
2.4263
1.0193
1.0234
-2.2439
-0.6965
-1.0511
0.5852
2.6125
0.7536
-0.1294
-0.7803
0.0012
0.6074
-0.1007
-0.9642
-0.6251
-0.6228
2.3588
-0.4106
0.4683
-1.4979
0.1423
1.3876
-0.1282
1.5656
-0.2853
0.1787
-1.649
-0.463
0.001
0.2035
-0.7075
-0.9277
-0.8982
-0.2869
-0.7039
0.1406
2.1064
-1.6467
-0.5342
2.0623
2.2592
0.2263
-0.6419
-0.7741
0.0858
-1.5325
0.404
-0.6561
0.5335
0.1736
-1.2108
-0.1355
-0.3244
1.3679
0.3889
0.99
2.5561
1.5503
-0.1567
-0.6469
-1.4472
1.3169
-0.6833
0.3229
-1.0824
3.7457
-0.3367
0.4833
-1.8083
0.287
1.9468
0.7121
-0.275
-1.0136
0.4167
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-1.7333
0.6365
-0.5469
1.2329
0.3711
1.5607
0.1158
-1.7335
-1.3581
-2.0989
0.5768
-1.1726
0.3389
-1.7001
-0.2099
1.2082
-2.5274
1.4415
1.4186
2.7697
-1.0836
0.2411
-0.8051
2.9142
0.4198
-2.3146
-0.2464
1.254
0.9217
-0.7681
-0.02
1.5558
-1.6071
1.5781
-0.4634
-2.195
-0.4236
-0.9769
1.1307
-0.2549
-1.1619
0.1122
1.1211
-2.751
0.9224
-1.5924
0.6978
-0.8748
0.3435
1.8562
-0.6477
-1.8212
-0.5155
1.6009
1.3615
-0.0424
2.4413
-1.5466
-0.7216
1.3652
0.1899
1.2815
-1.7085
-0.9137
0.261
-1.1102
1.6232
-1.1105
0.4255
2.2535
2.0622
1.6291
-2.0958
-0.2147
0.471
0.454
-0.2603
2.4569
-0.2049
-0.4776
0.6554
0.1456
1.1831
0.2606
0.1202
-0.5804
-1.3407
1.2139
3.0787
0.0539
1.9454
0.126
-2.5784
-0.3658
-0.2347
0.5757
-0.1301
-1.1261
-1.2711
1.4548
-1.3524
-0.3771
0.6961
-0.8535
-1.1347
-1.0999
0.2968
0.6713
-1.5864
-0.3873
-1.7368
0.8225
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1.2829
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0.8171
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0.9729
2.6974
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-0.8373
0.3647
0.4432
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0.6994
0.3073
-0.1138
1.9096
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0.996
0.139
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-3.6367
-0.4431
-1.2462
1.0184
-0.077
1.1025
-0.9363
1.7723
3.6232
0.591
-0.4587
-0.7664
0.0145
-2.253
2.4942
0.7065
-1.2402
-1.3087
0.6041
6.8519
-0.3707
0.1548
-0.9403
0.4965
-0.8274
-0.5588
-0.7119
-1.2665
2.4665
0.515
2.3876
0.2853
-0.0201
-1.6242
-2.4308
-0.0927
0.6803
0.8153
0.3192
1.8076
-0.8429
1.2797
1.3354
-0.0719
0.7628
1.4993
0.5668
0.586
1.8584
0.8546
1.0909
0.6271
1.9513
-0.2688
-0.6353
-0.3695
1.4993
1.4649
0.2672
-1.0023
0.5388
0.9599
2.6829
-0.6243
-0.8745
0.6089
1.9874
-0.0545
-1.4917
0.2767
-1.3554
-1.295
-0.6206
0.8938
-1.6927
0.0478
0.923
1.1288
-1.8239
-1.2772
1.3571
0.804
0.4563
-1.2123
-0.426
-0.3534
-0.0325
0.821
-0.7605
-0.633
0.1728
-0.9324
-1.1645
0.0231
-1.1429
1.0656
-1.149
-1.1862
-1.4666
0.2414
0.3719
0.3346
0.9873
-1.2973
-1.2228
-0.1505
-1.4323
-3.4138
0.148
2.8502
-2.2604
0.5528
-0.258
0.2057
-0.8847
-1.5804
-0.5504
-0.0199
1.8699
0.2065
1.7663
-0.0212
-0.5452
-0.4247
-1.073
-1.0734
-0.6637
-0.5101
-0.8461
15.533333
1
583
75.67
MASTECTOMY
Breast Cancer
Breast Mixed Ductal and Lobular Carcinoma
High
0
LumA
1
Positve
Positive
2
NEUTRAL
Negative
Mixed
1
Post
3
Left
0
3.044
MDLC
Positive
0
ER+/HER2- Low Prolif
22
2
Living
-0.8251
-0.4667
-0.299
0.5582
-0.5746
-0.3493
0.4461
-0.2521
-0.4466
0.2635
0.0997
-1.7706
0.4444
-0.5025
-1.0275
-0.4999
-1.012
-0.3296
0.1656
-0.9775
2.0011
0.5944
0.4597
-0.5583
-1.5349
-1.5153
-1.222
-0.8364
-1.2024
0.6045
-0.9677
-0.4481
0.4299
0.4132
1.6503
-0.7123
-0.0574
-0.2339
0.8042
-1.5747
-1.2531
-0.7316
-0.9417
-1.2237
-0.6742
-0.3914
-1.117
0.3927
-0.0765
-1.3348
-0.1393
0.8882
-0.6802
-0.7808
0.7941
0.2434
0.9545
0.1751
-0.9134
1.2943
0.139
-0.6353
-0.9056
0.4163
-1.6003
2.1226
-0.5103
1.8442
-0.677
0.9156
0.0673
0.4579
-0.2723
-0.032
1.8459
-1.3306
1.218
0.3618
2.558
0.7501
1.6994
1.2847
0.019
0.6772
-0.2375
-0.5885
-0.7887
-0.0791
1.0653
1.0544
2.1977
1.015
1.1234
0.3612
-0.5571
1.2766
0.2728
-0.8845
-0.6104
-1.2418
-0.084
-0.1881
0.8767
-1.1281
0.8808
0.7314
1.2839
1.0586
0.4454
0.3215
0.6088
-0.2864
-1.1487
0.7176
-0.4179
-0.6893
-0.3144
-0.3163
-2.4509
0.4733
-1.5632
0.9798
0.5105
-1.3156
-0.4362
-0.1953
-0.6645
-0.0549
0.5982
0.4581
1.1031
-0.51
-1.5867
1.4968
0.1767
-0.917
1.7924
-0.7863
0.4767
0.0252
0.5015
2.1803
-1.0086
0.047
0.391
-0.923
0.4452
0.5191
0.146
-0.2151
3.4507
1.731
-0.6302
-0.2519
-0.4926
-0.9096
-0.2046
0.9371
1.2489
-0.4847
1.7685
-0.5171
-0.7167
-0.1117
-0.6124
0.4809
0.2119
-0.0476
0.3692
-0.1898
0.3616
-1.0276
-1.2126
-0.2873
0.3077
-0.0311
-0.027
-1.7062
0.4316
1.1307
-0.2669
3.063
-0.337
-1.0549
-0.5097
-0.2109
-0.3937
0.1212
-0.5863
-0.3831
-0.7664
0.2303
-0.5133
-0.6318
-0.7372
0.8556
-0.6809
-0.8679
0.0196
-0.7636
-1.0665
0.477
0.1256
-1.5846
-0.4032
-0.2537
-0.2272
-0.7214
-0.8718
-0.4673
-0.2902
-0.3896
0.0977
0.7835
0.4502
0.384
0.3615
0.4393
-0.9203
-1.0012
-1.321
2.8058
-0.9113
-0.6575
-2.1405
-0.304
0.3103
-0.6372
0.0067
2.1571
0.4931
-0.4248
1.1075
-0.1568
-0.2424
-1.4897
0.3359
-0.0218
0.1776
0.375
-0.2259
-1.718
-1.0889
0.4845
-1.0826
-0.1395
-0.539
-0.0946
0.4314
-0.1576
-0.9094
-1.4748
-0.4043
0.4678
0.7055
-0.4287
0.6476
-0.601
1.726
1.1568
-0.1747
0.8469
-0.4455
0.0542
-0.3164
-0.7216
0.6019
1.2983
0.2942
1.0975
-0.1314
-0.1767
3.4525
1.1706
1.8278
2.8345
-0.1026
1.6671
-0.6311
-1.3019
0.9601
-0.6617
0.401
-0.6428
1.5167
-0.457
0.1626
1.2401
0.5697
-0.4054
0.0086
-0.8462
-0.6057
-1.2609
0.9313
-0.6818
-0.5101
-0.1058
-0.6529
0.7135
-0.6825
-0.2629
1.1182
-0.6683
0.4532
-0.1185
-0.3912
-0.2029
0.068
-0.2607
-0.6732
-0.3838
0.8435
-0.4961
0.2036
0.0383
1.5692
-0.6045
0.0852
-0.6775
0.2648
-0.1006
-0.3513
-0.1279
-0.5336
0.2912
0.0525
-0.4527
-1.3546
1.4789
-0.4446
0.8958
0.3184
0.0098
0.7351
0.8257
2.9518
-0.0895
-0.5169
1.511
2.6062
-0.5187
0.5384
-1.2163
-0.8167
0.5447
0.0554
0.1289
-0.5439
0.2124
0.3358
0.6042
0.4411
-0.7249
-0.6253
0.1675
0.1426
-0.9457
0.8704
-0.7584
-1.6295
0.8014
-0.4587
-0.5155
-0.3689
1.6847
1.0453
0.4668
0.2703
-0.6054
1.2332
0.7336
-1.1876
-0.1564
0.7679
0.8069
0.1322
1.3563
-0.5919
-0.4831
-0.5464
0.7739
1.3089
-0.6853
-0.7051
0.7483
-1.1597
0.9685
-2.1026
0.422
1.3294
-0.4577
2.5734
-0.922
1.201
0.4237
0.2461
-0.4659
0.3206
-1.3716
0.4598
-0.1249
0.8316
1.2651
0.0126
-0.7482
-0.7294
-0.7279
-1.3747
-0.0833
0.4621
-0.4473
-0.1727
-0.7218
3.2366
-0.2754
-0.6789
-1.6309
-1.0049
-0.8104
0.2525
0.074
-0.6011
-0.3828
-0.8006
0.0633
1.7042
-0.5653
0.4223
-0.5359
-0.6794
-0.2538
-0.3221
0.9881
0.4978
-0.1036
0.2511
0.4055
1.2507
0.1253
1.719
0.4857
1.4737
0.4013
0.3641
-0.5771
0.0175
-0.5443
-1.4115
-0.4204
-1.6091
0.4802
0.2796
-0.112
-0.3045
-0.8699
0.871
1.5604
1.0976
0.3072
0.9593
0.2689
-0.2972
-0.8556
0.498
-0.5076
0.8482
0.6109
0.2342
-0.7034
0.701
-0.3634
-0.1724
0.5308
1.5085
-0.5023
1.6577
-0.7296
-0.6391
-1.32
0.1962
0.8843
1.3776
-0.9457
1.5768
-0.012
0.6858
-0.6369
0.6625
62.633333
0
584
41.31
MASTECTOMY
Breast Cancer
Breast Invasive Ductal Carcinoma
High
0
LumB
1
Positve
Positive
3
NEUTRAL
Negative
Ductal/NST
1
Pre
7
Right
0
4.04
IDC
Positive
0
ER+/HER2- High Prolif
20
1
Living
1.4118
-1.4439
-0.5141
-0.722
0.9709
0.1538
0.6298
0.3136
1.432
-0.4036
1.9059
0.7128
1.5444
-0.0232
0.0519
1.2205
-0.021
1.8801
0.9948
-0.0468
1.6722
0.1403
-0.7001
0.2153
0.6578
1.5676
-0.1631
1.3929
0.1793
-0.7689
1.1506
-0.5059
-1.0016
-0.7421
-0.8954
1.2192
3.0982
-1.5121
-0.4395
0.5316
-0.8086
-0.1362
0.2109
0.8226
1.1014
0.703
-0.3002
0.3052
2.7711
-0.1679
-1.1185
0.0887
2.5203
1.5898
-0.1639
0.0577
0.121
-0.2579
0.1362
-0.1303
1.8335
-0.5342
0.3022
3.2257
-0.1348
0.453
-0.4888
-1.0759
-0.6932
-0.5575
-0.8073
1.9371
0.5289
-0.0749
-0.4527
-0.5063
0.1324
-0.9351
-0.8409
-1.6878
-1.3889
-1.2423
0.2829
-0.8803
0.2072
-0.9288
-0.5058
-0.2729
-1.0316
-0.6306
-1.1101
-0.3163
-1.0846
-0.2974
-0.1553
0.7336
-0.4743
1.7871
1.0277
-0.1627
1.2667
-0.4579
0.0246
-0.7955
-1.1539
-0.2206
-1.2348
-0.5941
-1.2534
-0.1195
0.2142
-1.5748
0.2956
-0.394
0.0437
0.5676
1.5994
1.1622
0.861
1.1064
0.5236
1.5828
0.0864
1.3752
-1.304
1.3529
-0.617
0.2873
-1.3979
-0.3258
-0.4248
-1.1222
-0.2571
1.2991
-0.96
-1.2216
0.8879
0.5133
1.4134
1.449
1.1259
0.4157
0.5319
5.0932
1.866
-0.7015
-0.0444
1.7029
-1.6472
-0.8384
-0.1554
1.9104
-0.4607
0.594
-0.2098
-0.7215
0.0438
0.6979
0.2061
-0.8018
-0.1747
-0.2688
-0.7436
-0.4635
0.3138
-0.584
-0.6398
-0.8543
1.0918
-0.3674
0.1638
-0.4027
0.5164
-0.4303
0.2591
-1.1903
0.8586
0.3131
-0.2839
2.9113
0.7746
-1.1481
-0.1428
0.5817
1.1496
-1.1088
-0.5319
0.2788
0.0881
-0.2763
0.3609
0.2606
-0.1109
0.9838
-1.8961
1.4835
0.6748
-0.1587
-0.9717
-0.5961
-0.5187
1.8558
-1.0907
1.1114
-0.709
-0.5265
-0.107
-0.7329
-0.8502
-0.8305
0.7339
0.8729
-1.6118
-0.0239
-0.7419
-0.6136
0.3784
0.2312
-0.7492
-0.0083
0.1369
-0.6594
-0.7805
-0.6352
1.7354
-0.1638
-0.4401
-0.6416
1.0083
-1.0609
-0.0957
-1.192
-1.0226
1.3254
0.5824
-0.0444
-0.0468
1.5559
-0.4006
-0.7174
0.9304
0.288
0.4348
0.4878
0.4118
0.2369
0.5769
0.5819
-0.3377
-1.0075
-0.4451
0.2559
-0.1135
0.2551
1.5782
-2.2115
0.2375
-0.0326
-0.1652
1.448
-0.916
-1.0358
0.4076
-0.8146
-0.1529
0.0342
-0.6442
1.2744
-0.1205
0.1773
0.3824
-0.2799
-0.7226
0.1365
0.8444
-0.7402
0.5528
1.0643
-1.2921
0.3017
0.5239
-0.9918
-0.8598
-0.7346
0.2005
-1.4653
-0.8262
-0.4986
0.8686
-0.6075
0.2267
0.209
-1.2955
-0.1434
-0.1704
-1.2835
-0.0841
-0.014
-0.6722
-0.004
-0.684
0.2755
1.6493
-0.5155
1.0619
-0.6384
-0.1571
0.9417
-0.7851
-1.2616
0.2683
-1.055
-1.0277
0.3177
-0.3433
-1.6029
-0.1052
0.0184
-0.6528
0.3436
1.8436
-0.8148
-1.3682
0.6017
-0.6109
-1.4611
1.5185
0.2823
0.1621
0.3223
0.2671
-0.6544
-0.6667
-0.5538
0.827
0.7624
-0.2951
-0.9841
-0.8697
-0.3926
0.704
-0.6136
-0.3617
-0.102
-0.6865
0.1971
1.4541
-0.84
-0.7645
0.1911
-0.6106
0.4369
-0.1395
-0.6417
-0.6667
0.0371
0.1458
-1.1444
-0.5134
-0.8827
1.6163
0.5886
-0.5031
-0.5659
-0.3446
-0.454
-0.1321
-0.5133
0.6344
-0.6745
0.4115
-0.1449
-1.0696
-1.1038
0.5468
0.063
-0.8168
0.1372
0.1582
0.2548
-0.9782
-0.5348
-0.871
0.8261
0.645
-0.2707
-0.4195
0.8057
-0.6052
0.6226
0.0398
-0.3746
-0.7975
1.184
0.3665
-0.1011
0.0944
-0.6801
0.8581
-0.1444
0.5184
-0.0717
0.8689
-0.8419
-0.2794
0.0635
0.6732
-0.457
-0.7077
-0.7095
0.4371
-0.0268
-0.8485
-0.1281
-0.5587
-0.9719
0.1859
0.217
-1.0938
-1.2374
-0.2807
-0.2453
-0.4789
-1.2392
-0.0289
0.68
-1.002
-0.22
-1.1363
0.7309
-0.5213
-0.264
-0.2886
-1.0746
-0.2063
-0.3878
0.429
1.8117
0.9936
-0.8655
0.5304
-0.8894
-0.3643
-0.1336
1.1841
-0.2831
0.0843
0.0526
0.7431
0.2479
0.0686
1.0801
-0.6724
0.13
-0.5083
-0.6477
-0.8111
0.0614
-0.4421
2.6063
-0.1395
-1.4625
0.3513
-0.597
-1.1588
-0.4683
-0.0835
-0.528
-0.0485
0.0109
-1.1699
0.8989
-0.7518
-0.6092
-1.3791
0.2752
0.6839
0.7511
-0.1876
-0.0143
-0.1531
-0.9583
0.0904
-0.3441
0.1834
-1.0476
-0.3115
0.1653
1.3112
118.2
0
585
76.72
MASTECTOMY
Breast Cancer
Breast Invasive Ductal Carcinoma
High
0
LumB
1
Positve
Positive
3
NEUTRAL
Negative
Ductal/NST
1
Post
6
Right
1
5.056
IDC
Negative
1
ER+/HER2- High Prolif
28
2
Died of Disease
-0.4488
-1.4866
-0.4972
0.7764
-0.1885
1.1848
0.8787
-0.4463
-0.3144
-1.707
-2.6512
0.0199
0.3095
-0.6186
-0.423
0.7917
-0.1872
1.8092
-0.5011
0.6661
0.7654
0.0498
1.8559
-1.0402
0.0942
0.1527
-0.452
0.2767
-0.5129
0.3947
-0.5509
-0.8093
-0.43
0.2715
0.1421
0.0881
-0.0346
0.2189
1.0969
-1.1357
-0.7727
2.3189
-0.2087
-0.3913
-0.0099
0.6779
-0.4527
0.074
0.6301
1.3557
1.012
-0.7852
-0.9969
-1.5951
0.5606
-1.142
-0.8009
-0.2029
-0.0208
-0.5991
-0.1072
-0.1472
-1.7765
-0.6164
0.5125
-1.493
-0.3933
-0.7918
-1.578
0.6137
0.1027
-0.2809
-0.2339
-0.2828
0.017
-0.4256
0.1524
-0.0857
-1.9565
-0.0314
-0.8456
-0.4902
-0.1605
-0.0439
-1.5876
-0.7023
-0.1577
-0.1658
-0.6983
-1.4228
-0.276
-2.5483
-0.2078
0.451
0.5713
0.9712
-0.3375
-0.4204
0.9402
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