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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355
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319
92.14
MASTECTOMY
Breast Cancer
Breast Mixed Ductal and Lobular Carcinoma
Moderate
0
LumB
1
Positve
Positive
2
GAIN
Negative
Mixed
1
Post
2
Left
10
5.064
MDLC
Negative
1
ER+/HER2- High Prolif
32
2
Died of Disease
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-1.4555
1.5132
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40.7
1
320
50.98
BREAST CONSERVING
Breast Cancer
Breast Mixed Ductal and Lobular Carcinoma
Moderate
0
LumA
1
Positve
Positive
1
NEUTRAL
Negative
Mixed
1
Post
3
Right
0
2.034
MDLC
Positive
1
ER+/HER2- Low Prolif
17
1
Living
-0.3817
-0.0395
-0.6544
0.0633
-0.4049
0.0306
0.34
-0.7721
0.1414
-1.2791
1.0683
-0.7084
0.5889
-0.8772
-1.0222
0.47
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-1.0608
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-0.8399
-1.506
-1.4184
-1.3871
-1.2779
0.5767
0.4013
0.5924
-0.0515
0.3788
-0.1191
-0.0565
-0.5927
0.3307
-0.9781
-1.7029
-1.457
-1.3051
-0.7071
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0.6337
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0.7055
0.2353
-1.5762
-1.5592
0.1364
1.7876
1.2048
-0.0194
-0.2442
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-0.4824
0.8766
1.1333
0.06
1.8724
-0.0272
0.6074
-0.4395
0.4334
-0.3364
-0.2586
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-1.37
-0.4774
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0.1022
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-0.4875
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1.2875
1.3149
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0.301
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-0.4405
0.3053
0.697
1.5957
-0.4133
-1.147
0.9958
-1.1227
-2.0986
0.1145
0.4102
0.9716
1.6584
-0.2656
2.0273
2.0182
0.5117
-0.5487
-1.4929
0.3341
-0.7725
-0.4291
-0.7062
-0.7913
-0.8593
0.8824
1.0198
0.3458
0.7315
1.4323
1.2305
1.6478
-0.1079
-0.0533
0.299
0.0071
4.7882
0.6586
0.9
-1.0535
-0.5351
-0.9095
-0.4647
0.6895
0.381
-0.3327
-0.2636
-0.8047
2.1584
-0.3201
1.2948
0.3747
-0.4302
0.5262
-0.3327
-0.6851
-0.3374
-1.4728
-0.0269
1.2966
-0.8429
0.5924
-0.7332
1.0485
0.7541
0.0396
0.0806
-0.835
-0.9803
1.3633
0.4115
2.5913
-0.4911
-0.1896
0.202
-0.1157
-0.2475
1.8649
-0.3765
-0.0496
0.8262
0.7224
1.1165
-0.3602
-0.5645
-0.0276
0.3244
-0.7177
63.733333
0
321
46.86
MASTECTOMY
Breast Cancer
Breast Invasive Ductal Carcinoma
High
1
LumA
1
Positve
Positive
3
NEUTRAL
Negative
Ductal/NST
1
Pre
8
Left
2
5.06
IDC
Positive
0
ER+/HER2- High Prolif
30
2
Living
0.4706
1.0072
1.0864
-1.1971
0.6935
0.9527
1.9446
-0.1524
0.593
0.5016
-1.3163
-0.2566
-1.1268
-0.0025
-1.8867
0.2036
-1.2724
-0.1737
0.3248
1.031
0.7372
0.5229
1.3423
-0.7948
-0.6265
-0.2219
-0.0431
0.7508
-1.0342
-2.36
-1.1503
-0.6736
-3.4762
-0.371
-0.8926
-1.1619
-0.5774
-2.3132
-0.9825
-0.8979
-2.1544
-0.4617
-0.693
0.2959
0.634
-1.028
0.0269
0.0979
-1.9089
-0.032
0.5701
1.0227
0.7889
0.437
0.9563
-0.599
-0.1271
-0.2487
-0.0229
-0.2524
0.5431
-1.7365
0.0207
1.2039
-0.8572
0.1459
-0.7353
0.442
-0.7845
2.5322
-0.1019
-0.4058
-0.8477
-1.4259
-0.1954
-1.4478
-0.3238
0.4309
-1.4333
-0.6349
-0.8588
1.08
1.095
-0.9785
1.1638
0.7678
0.2505
-1.2346
2.7278
0.9006
1.2863
-2.1134
-2.1706
-0.1708
0.973
2.5231
3.7814
1.828
0.5642
0.0629
2.261
-0.4143
-0.8162
-0.8641
-0.1815
-0.7197
-0.0656
-1.2369
-2.3767
1.4498
1.0077
-0.897
-0.7121
-0.484
-0.0129
0.5372
4.5668
0.3765
0.0911
0.5662
0.0561
2.3184
-1.1978
0.41
-0.7614
0.8383
-0.8046
0.4671
1.7849
-0.0493
-0.849
-0.7658
0.5956
-0.6478
-2.0081
-0.8161
-0.4417
0.077
0.7482
0.3924
2.4058
2.6502
-0.4511
-0.1085
-2.0283
-0.0763
0.2017
1.1184
-2.1741
-0.3338
-1.1327
1.9768
-0.8072
-0.6783
-0.1436
-1.4393
-0.0551
1.1997
-0.0147
0.1959
-0.4757
-0.1657
4.4417
-0.7052
0.1781
-0.5724
-1.134
2.0336
-0.473
-0.4565
0.5818
-0.7591
0.5459
-1.0494
-2.3856
0.1957
0.5
-0.463
-1.8639
0.745
-0.6104
-1.2008
-1.1969
-0.2423
-0.9054
-2.0286
1.0074
0.5188
-0.9533
-1.4656
0.0121
-1.3232
-2.1764
-1.3707
0.0126
1.2103
0.2907
-0.5518
0.1559
0.9831
-1.2884
1.525
-1.1293
1.6973
-0.6057
-0.9473
-0.0054
-0.437
-0.8394
0.6199
2.1448
0.4691
0.1489
-0.0384
-0.8359
-1.3323
-0.2451
-0.5959
-0.1945
0.2583
0.237
-1.445
-1.6002
-1.4162
-1.0442
-1.5379
-0.1774
-0.1934
2.117
-1.1926
-1.511
-1.0599
-2.1303
2.2871
-0.9818
-0.2556
-0.6404
-0.57
1.8466
0.1485
0.7321
-1.067
-1.6233
0.2549
-0.8405
-1.0971
-1.7851
0.0388
-0.6829
-0.4191
0.5233
1.5826
1.7234
2.3604
0.2591
-1.1526
-1.2701
-0.5607
0.1816
-1.111
0.0526
-1.3779
-0.1909
-0.2798
1.1599
1.0899
-1.4051
-1.1648
-1.8551
-0.1296
-0.4593
2.0261
-0.4748
2.3776
1.2565
-0.4738
-0.02
-0.1442
1.1498
-0.6579
0.7815
0.8984
-0.8321
-3.7382
2.6803
2.0421
-1.196
3.2351
-2.1893
-0.5619
-0.7574
-0.0815
1.4788
-0.8646
-0.8153
-0.3069
-0.4282
-0.8909
-1.1863
-0.7648
0.6579
-0.0718
0.8867
-2.1252
-0.1417
0.5418
0.2757
-0.0684
-0.5094
-1.314
0.3088
1.4893
-0.3989
1.0312
-1.0295
0.008
-0.674
0.647
-1.7598
0.4084
-1.2628
-1.1716
-1.358
-0.4009
-0.866
-1.8938
-1.1348
0.6293
-0.1911
0.2265
-0.6003
-0.1995
-0.9947
-1.2064
1.008
1.5165
3.6267
-0.2341
-0.4844
-0.6889
0.4737
0.6207
0.1569
-1.3146
-0.6067
-1.5975
0.5937
-0.0944
-0.7123
-0.0738
1.7196
1.0069
-2.6293
-0.091
-2.3026
1.8963
-0.8729
-0.8313
-0.4512
-1.2547
-0.3793
-0.2826
-0.3711
0.1638
0.0186
2.5822
2.2551
1.5904
-0.8669
-0.2287
0.1856
-0.4988
-0.9261
-2.9408
-2.0799
2.0432
-0.8903
0.3244
0.1995
0.8776
-1.7051
0.5129
-0.6422
0.1761
-0.2838
-2.5583
2.1321
0.4527
-0.9983
0.4657
1.4027
1.5252
1.714
-0.505
-0.7536
-0.1454
-0.9885
0.1572
-0.1378
0.4275
-0.1651
-0.2705
1.4324
-0.4265
1.0067
0.3565
1.3235
-0.7995
-2.0813
-2.2791
0.9362
0.2994
-0.7348
-0.2872
0.6556
-1.261
2.5944
0.0561
-1.0112
1.1494
0.5177
0.7997
0.0113
-0.8983
0.5224
2.5418
1.0093
-0.3098
0.4396
0.3837
-0.9851
-1.0819
-1.4166
-0.8855
0.9525
-0.5068
0.8041
-0.2138
1.3106
-0.672
0.612
1.2055
0.3388
-0.9358
0.6479
-0.0733
0.3618
-0.1302
1.8575
0.2519
2.0841
-2.0748
-0.796
-0.1442
3.8657
0.2837
0.3009
0.5208
0.6731
0.5064
0.9963
-0.3055
-0.8309
1.2949
-1.6235
-0.7717
2.2521
-2.3738
1.1552
-0.7432
-2.4195
0.1861
-0.1114
0.1992
0.5244
-0.1586
0.7611
0.7263
-1.2068
-0.184
-0.0782
0.5427
0.307
-0.9183
0.1613
-0.5552
3.5354
-0.4889
2.6755
174.633333
0
322
86.28
MASTECTOMY
Breast Cancer
Breast Invasive Ductal Carcinoma
High
0
LumA
1
Positve
Positive
2
NEUTRAL
Negative
Ductal/NST
1
Post
8
Right
2
4.05
IDC
Negative
1
ER+/HER2- Low Prolif
25
2
Died of Other Causes
-0.6649
-0.6802
0.155
-0.8706
-0.7601
0.4435
1.1206
-0.9253
-1.166
-0.2607
-0.2303
0.0477
0.0879
-0.337
-1.3617
-0.2109
-0.6067
0.6184
-0.0815
-0.2857
0.2444
-0.7656
1.0331
-0.0925
-1.3775
-1.2022
-0.9054
-0.5777
-0.9907
-0.351
-0.4765
-0.935
-0.7435
0.3465
0.3567
-1.4934
-1.8153
-0.6574
-1.2265
-1.4767
-0.3707
-1.0199
0.8716
-0.3914
-1.0089
-0.0421
-0.8586
0.6815
-1.0428
0.126
-0.5519
-0.0417
-1.1185
-2.3235
1.096
0.4442
0.315
0.3795
0.38
1.1387
2.072
-0.26
1.2333
1.0204
-1.4863
-1.0575
-0.3543
0.2433
-0.7385
-0.9128
0.7826
-0.732
0.9589
-0.4495
0.6207
-0.7721
1.9162
-0.4759
-0.9008
0.8511
-2.1339
-1.1466
-0.2299
0.4875
-0.0727
0.2342
-0.4778
-1.3518
0.058
-0.8475
-0.2643
-1.2901
-1.4028
-0.3787
0.6413
3.2251
1.8178
1.0379
-0.0557
-0.197
3.9301
-0.5143
-1.3025
-0.6852
-0.9392
1.3982
-1.4692
-0.8133
-0.5302
1.1866
-0.7866
-1.5581
-0.9441
-1.0969
-1.3633
-0.3121
1.8735
-0.7823
2.147
2.5531
-0.795
2.0999
0.0366
1.9475
1.4623
-0.4917
-0.5072
0.6633
0.2961
-0.9483
-1.2365
-0.3673
-0.8626
-0.8219
0.3993
0.0215
-0.6667
-0.392
0.0017
-0.125
1.1543
0.9171
-0.8912
-0.3343
-0.3812
-1.1863
1.0664
-0.6456
-1.6932
-0.3601
0.8509
0.7996
-0.779
-0.4415
-0.4929
-0.7598
0.2507
1.1691
1.0036
-0.9289
-0.267
-0.0577
0.0285
-0.6029
-0.525
-1.3229
-1.5593
1.0224
-0.4609
0.0249
-0.8739
0.2443
-0.1214
-1.1567
-1.8514
0.1513
0.6215
0.789
0.0414
0.3112
-0.7374
1.0997
-0.056
0.2879
-0.0237
-1.8661
-0.1594
-0.176
1.0268
-0.7073
0.1893
-0.5327
-1.0334
-1.3373
-1.0961
1.7525
1.3246
-0.226
-1.4358
-0.0332
-0.7849
0.6824
-0.1998
0.2526
-0.6126
-0.4091
0.6759
-0.7786
0.2153
-1.3149
-0.043
-0.2349
0.1427
-0.122
-0.6733
-0.8034
-1.2524
-1.0752
-0.8872
0.0053
-0.095
0.2842
-1.4639
-0.5117
-1.5159
-2.4086
-2.2755
-1.0639
-0.4899
-0.6853
-0.5344
-1.274
-0.763
1.4766
-0.8232
-0.3589
2.6803
0.539
-0.6636
-1.9049
1.3642
-1.1096
1.0816
-0.9937
-0.3913
-1.0871
-1.1348
-1.1105
-0.9991
0.2758
0.1807
0.6602
-0.3443
0.4811
1.3902
0.5693
-0.3007
-0.515
2.0335
0.8435
0.1907
-0.0893
3.2255
-0.4094
0.5882
2.5009
-0.1357
-0.1608
-0.4663
0.1291
0.2009
-0.0056
-0.5648
1.1385
2.0073
2.2334
-2.213
-0.7514
2.2141
-0.8395
0.89
-0.7491
0.3221
0.0951
-0.5656
-0.7409
-0.6411
-0.9047
-1.1466
0.7418
-0.7988
-0.3231
0.1218
-0.5933
1.2834
0.8461
-0.257
0.7567
-0.7582
0.6527
0.1063
-0.7124
-1.2688
0.1892
0.3449
0.2083
-0.2822
-1.1284
-0.6385
-1.1906
0.4027
-1.4417
0.7326
-0.0552
-0.2484
-1.1915
1.6024
-1.477
0.662
0.201
-0.9589
-0.9347
-1.2009
-1.3497
0.5965
-0.5346
-0.6593
0.7494
0.1946
1.0393
0.5229
-0.4821
-0.2232
-0.7856
-0.4597
0.9581
-0.0001
0.1833
0.5679
-0.3984
2.4385
-2.0976
-0.1742
-0.2248
-1.5949
-0.1813
-0.7985
1.7316
-0.7082
-1.0339
0.2076
-0.5463
-0.8628
2.205
-0.6357
0.165
-0.8887
-1.2417
-1.0513
-0.8727
-1.4733
-0.9643
-0.2922
0.528
0.8283
-0.3778
0.9107
-0.6213
-1.1486
0.0238
1.2096
-0.4474
-0.8912
0.428
0.8107
0.7203
-0.4714
-0.4172
-0.276
0.0133
-0.4719
0.1999
-0.1908
-0.4865
0.0877
-0.8338
0.2435
-0.9668
-0.5261
-0.3522
-0.3972
-1.5501
-0.3029
-1.4128
-0.3523
0.8217
-0.6946
-0.2832
0.1179
0.3091
-1.3306
0.1829
1.2581
-0.2994
0.9584
0.6679
-0.8491
-0.9313
-0.5985
-2.3035
-0.3946
-1.3523
1.0684
-0.0762
0.4186
0.2043
0.7581
-0.6999
1.1986
-1.0298
-0.2152
0.9893
-0.4316
-1.5113
-0.0548
-1.3354
-0.1407
-0.0251
-0.6083
-1.0729
-0.7317
-0.1153
-0.3545
-0.4647
-0.0426
-0.4217
-1.3277
0.6835
2.5156
-0.5691
-0.9589
1.897
-1.9344
-0.3262
-1.4036
-0.6568
-0.6724
-0.1416
0.0792
0.6835
1.6552
-0.0783
0.4165
-1.0105
-0.2122
-0.8296
-0.6148
0.7865
1.4563
0.26
1.9459
-0.2166
-2.2712
-0.434
-1.003
-0.5821
0.2012
-1.0395
0.4388
0.2504
-0.8909
-0.9295
-1.3012
1.2737
1.255
-1.9511
0.2644
0.4827
-1.2807
-0.5163
-0.1829
-0.0812
-1.2606
0.4112
0.5252
-0.3657
-0.5453
-0.3695
-0.8764
50.533333
1
324
47.64
null
Breast Cancer
Breast Invasive Ductal Carcinoma
Moderate
1
LumA
1
Positve
Positive
3
GAIN
Negative
Ductal/NST
1
Pre
6
Left
6
6.064
IDC
Positive
1
ER+/HER2- High Prolif
32
2
Died of Disease
0.9803
-1.2433
-1.0973
-0.0855
-0.2912
-0.2675
1.2012
2.2256
0.7243
-0.3173
-0.2943
-0.8148
1.6004
0.7751
-0.1792
1.9009
0.7939
1.0798
1.1091
-1.2414
0.5906
-0.9738
-0.0378
-0.3439
0.4711
0.5932
-0.9583
-0.2613
0.1767
-0.4425
0.2634
-1.1694
-0.9428
-0.6006
-0.2564
1.5735
0.0948
-0.4064
-0.6187
-0.4776
-1.6728
-0.5777
2.7145
-1.8763
-0.0653
-1.0301
-0.2963
0.1655
0.8635
-0.4118
-1.3904
0.573
0.6158
0.7295
0.4161
0.2126
0.4166
-0.6046
0.3295
0.6416
-0.6
-0.1536
-0.6664
0.2446
-0.0826
-1.1091
1.7366
-0.2806
-0.4394
-1.5647
-0.0832
-0.3193
1.2105
-1.266
0.5447
0.5528
1.2849
-1.2493
-1.0134
0.4687
-0.7795
-1.3425
-0.72
-0.9407
-0.4577
0.1016
-1.3938
0.0363
-0.1909
-2.7148
-1.2931
-1.3625
-1.6759
-2.1103
0.4273
0.4415
1.1688
1.3673
1.441
0.9592
2.167
0.5971
-1.0304
-0.7107
-0.373
0.2973
-1.7887
-1.0644
-1.3846
-0.2431
0.5705
0.0037
-0.8151
-0.8933
-1.6534
-0.1577
2.9156
-0.1914
1.9065
-1.3089
0.1554
0.6483
0.4865
0.8663
-0.086
0.4037
0.1866
1.0479
-0.1718
0.2887
0.2862
-0.6254
0.04
1.9145
0.5929
-0.0579
-0.4698
-0.0728
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-0.5529
144.966667
1
325
79.34
MASTECTOMY
Breast Cancer
Breast Invasive Ductal Carcinoma
High
0
LumB
1
Positve
Positive
3
NEUTRAL
Negative
Ductal/NST
1
Post
10
Right
0
4.09
IDC
Positive
1
ER+/HER2- High Prolif
45
2
Living
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0.0151
1.9918
-0.0229
-0.7089
-1.0406
1.3697
1.7641
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1.723
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1.0012
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0.8408
-0.9034
-0.5183
2.2
-0.7237
-0.6275
-0.5095
177.533333
0
328
69.62
MASTECTOMY
Breast Cancer
null
High
0
LumB
1
Positve
Positive
3
NEUTRAL
Negative
null
1
Post
9
Right
2
5.068
null
Positive
1
ER+/HER2- High Prolif
34
2
Died of Disease
0.3133
-0.4228
1.0274
-2.451
0.5627
1.1525
1.2692
-0.1189
1.4722
-0.4798
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1.0751
1.0468
-0.498
0.4017
0.1907
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1.177
-0.0021
1.6331
0.7487
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1.5898
-0.2261
1.1282
0.5191
0.4941
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-0.788
1.8374
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0.2052
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0.0065
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1.7686
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1.8525
1.2389
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-0.9445
-0.2292
-0.0342
1.7106
0.0687
-1.3209
-0.7503
-0.4784
-0.3272
-0.7495
-0.6949
1.5512
0.7048
-0.3482
-0.1794
0.4499
0.6923
-0.0492
1.1811
-0.4082
-1.567
0.5511
0.5808
1.2707
-1.1888
1.3602
0.5538
-0.4523
-0.033
-0.9894
-0.2475
-0.5703
-0.4991
-0.5523
-0.5399
0.3275
-0.2672
-0.7017
-0.6663
1.0614
-0.0262
0.8919
-0.1735
-1.3965
2.2369
-1.1507
0.467
-0.391
0.2166
0.7976
-0.5486
0.1885
0.7143
0.5442
-0.2824
-0.6599
0.2731
-0.9417
0.2007
0.1769
0.5485
-0.2721
-1.0199
-0.1855
1.9722
-1.3184
0.1016
0.7018
-1.5
-0.3717
0.3525
-0.8524
-0.4723
0.7031
0.1933
-0.2136
-0.0561
0.0394
-0.896
-0.8961
-0.7872
-0.9648
1.2025
0.9432
-1.4548
-0.2608
-1.3213
0.5378
-0.7538
-0.554
-0.4941
-0.8977
0.964
-0.4867
-0.9589
-0.0535
-0.871
-0.7461
0.5365
0.167
-0.5692
1.8204
-0.7423
-0.7019
-0.8616
125.6
1
336
74.76
MASTECTOMY
Breast Cancer
Breast Invasive Ductal Carcinoma
High
0
LumB
1
Positve
Positive
3
NEUTRAL
Negative
Ductal/NST
1
Post
10
Right
1
5.044
IDC
Positive
1
ER+/HER2- High Prolif
22
2
Died of Disease
-0.9888
-0.6582
0.3831
-0.1841
-0.3399
-0.018
1.6022
0.0186
1.7891
-0.9889
0.6209
-1.2326
0.6873
-0.5594
-0.2729
1.3741
1.0849
-1.0438
-0.2256
1.6164
0.2908
-0.5373
1.2405
-0.5961
0.874
0.4545
-0.6203
0.3813
-0.3969
0.9368
0.6999
-1.082
-0.579
-0.6288
-0.2125
1.3065
-0.3954
0.9216
1.0492
-0.2516
-0.2568
1.0273
0.7632
0.7947
0.828
0.35
0.2546
-0.5486
-1.407
-1.7286
-1.3925
-1.2491
-0.2341
-0.0355
0.6913
0.8222
-0.2778
0.2148
0.0845
1.0917
0.1959
-1.1171
-0.7413
-1.6663
-0.6997
1.1425
-0.3261
0.4955
1.2228
-0.7773
1.0385
-0.5581
0.0261
-0.811
-0.8569
-0.2845
0.2375
-0.5759
0.0464
-1.1535
-0.9807
-1.6404
-0.758
-0.6598
-1.1779
-0.2937
-0.4859
1.0351
-1.0655
-0.8238
0.4701
0.3738
-0.5429
-1.7758
1.2534
-0.6387
0.5774
-0.2187
0.5734
0.3831
-0.907
-1.1297
-0.4031
0.1636
-2.6256
-0.913
-0.585
-0.327
-0.7025
-0.4044
0.3439
-0.7937
-0.1536
-0.6533
-0.6852
-0.2582
1.375
0.648
-0.127
0.0104
1.0723
-0.7913
0.0662
-0.304
-0.4144
0.2393
-0.579
1.3022
-1.1904
0.2199
0.2512
-0.3543
-0.9751
-0.9569
0.0511
0.1286
0.4919
-0.977
0.8889
1.4265
-0.3925
0.1173
-0.2487
-0.0268
-1.0225
0.5949
2.7869
-0.7377
-0.2396
-0.6251
-1.1015
2.0005
-0.7479
1.1561
-0.5676
1.2309
-0.122
0.466
0.9097
0.6483
-0.9928
-0.3761
-0.6853
0.2865
0.9329
-0.6084
-3.6047
0.0852
0.0152
0.4093
-0.5141
-0.9589
-0.4912
-0.5462
1.5365
0.0762
1.4136
0.0512
0.9422
-0.8171
1.169
1.7793
-0.8825
0.2586
1.5048
-1.7329
-1.2381
0.1688
1.2142
0.9404
3.0792
-1.5519
-0.8884
-0.3768
0.1317
-0.9509
0.9481
0.0748
0.0131
-0.7807
-1.6047
0.2007
-0.8654
0.5234
0.8841
-0.4796
1.3216
-0.5879
0.8908
1.6996
-0.6886
1.1985
-0.3614
-1.3477
0.3833
-2.1498
0.6116
0.5899
-0.7255
0.1313
0.2559
-0.0361
0.799
-0.282
-0.2988
5.293
-1.1129
-0.6237
-1.4987
-0.3773
0.2379
0.1184
0.7034
-0.0009
-0.6855
-0.2909
-0.3785
-0.5654
-1.1208
-3.0399
0.4217
0.2871
2.0748
-0.0809
1.0722
0.1873
-0.7661
-0.8271
-0.3752
-0.8154
-0.2099
-0.1213
1.8861
-0.7014
1.1015
0.3934
-1.4746
-0.2382
-0.925
0.218
-0.6959
-1.4584
0.064
0.7773
-0.6091
-1.001
0.3917
-0.3471
0.1054
-1.038
-0.9754
0.5192
-0.5005
-0.9889
0.39
-0.9789
0.7138
0.0132
-0.043
0.9111
-0.0364
-0.2496
1.6877
0.8468
-0.1862
-1.8265
0.0703
-0.6956
0.3917
1.1824
-1.1809
-2.3625
-1.8681
0.0291
0.916
0.0033
-0.1355
-0.4249
0.1225
0.7894
0.0191
0.9383
0.9982
0.6246
-0.0944
-0.2818
0.2337
-0.2801
0.3505
-0.0928
-0.1326
-0.1127
-0.4937
1.7191
-0.2426
-1.029
-1.4787
0.3712
0.9181
1.1325
-0.3003
-1.6184
-1.8504
-0.3539
1.936
-2.7819
-0.6817
-1.7505
0.9749
-0.4804
0.2698
1.0932
-0.3268
1.0043
0.9103
0.713
-0.7418
0.5225
-0.4741
1.6044
-0.1844
-0.9744
0.7976
1.2446
-0.0201
-0.3298
-0.7808
14.9228
0.7716
-0.3738
-0.797
0.3397
0.7626
0.061
-0.4273
-0.0903
-0.6004
-0.4863
0.5338
-1.307
-0.3975
0.3785
0.9779
0.7339
-0.1978
0.9153
-1.9925
1.9758
0.195
-0.6749
-0.6974
1.6041
2.119
0.1087
0.1833
0.5412
-0.0541
0.4111
0.7453
0.427
-0.0834
0.4836
0.0342
1.0487
-0.2204
0.1915
-0.4243
-0.927
0.905
1.2233
1.3184
0.7765
-0.2776
-0.0741
-0.112
0.9995
0.1428
-0.6058
-0.4335
0.2356
0.8137
-0.4709
-0.951
0.6968
0.106
0.5701
0.4328
0.1344
-0.7037
2.373
0.5935
-1.1522
-0.0264
-0.6327
-0.6227
0.659
-0.4451
0.3215
1.1546
-0.8851
-2.1432
1.7877
-0.4742
2.14
0.2758
0.3449
-1.2225
-0.0082
0.2563
2.2352
0.3764
-0.0375
0.4017
1.3697
0.499
-0.1482
-1.6144
0.3613
0.0231
-1.4824
2.508
-0.2209
1.8117
1.437
-0.2657
-0.0588
-1.6146
-0.1739
-1.3938
-1.1183
1.1725
0.1198
-1.7194
-1.7474
-0.7896
-0.5005
-0.3964
2.0775
0.0309
-1.4558
1.4816
-0.2959
0.326
0.0462
-0.6725
0.6322
3.1199
2.4291
0.4391
1.1357
0.0027
0.6267
0.047
1.0886
0.1812
-1.7436
0.1148
-2.7535
-0.7046
-0.4106
-0.1966
1.2332
1.7572
-1.7593
1.5476
-3.6093
-0.7438
-0.9683
-0.9216
170.633333
1
339
90.43
MASTECTOMY
Breast Cancer
Breast Invasive Mixed Mucinous Carcinoma
Moderate
0
LumB
1
null
Positive
2
NEUTRAL
Negative
Mucinous
0
Post
4ER+
Right
0
3.048
IMMC
Positive
0
ER+/HER2- Low Prolif
24
2
Died of Other Causes
-0.0309
-0.0551
-0.8726
-0.1534
0.031
-0.5488
0.2705
-0.793
0.0155
-0.9549
-0.2045
-2.3886
1.7092
-1.0796
-1.1517
0.4299
-0.406
0.1561
2.2689
-0.0366
1.4106
-0.3589
0.3561
-0.2189
-0.7054
-0.302
-0.5758
-2.0649
-0.5675
0.2382
-0.7916
1.8288
-2.1263
-0.9429
-0.7443
1.1405
0.4613
0.6899
-0.197
-1.2048
-0.4054
0.3018
0.0502
0.4129
-1.2998
-0.8192
-0.5997
-0.0858
-1.0172
-1.2951
-1.0959
0.5204
-0.6191
0.1502
-0.4351
0.8357
-0.0804
-0.5805
-1.0852
1.1526
-0.3152
-0.797
-0.8953
-0.859
1.1028
-0.9947
0.016
0.9424
0.4479
-0.1865
0.16
0.4077
-0.9923
-1.3825
-2.0139
-0.9574
0.4061
0.0992
-0.0877
0.3061
-0.2957
-0.8097
-1.4188
0.3466
-0.834
-0.5545
-0.134
-0.2333
1.2231
-0.6413
-1.379
-2.0241
-0.0769
-0.4261
0.259
1.5964
0.5594
0.5271
-1.8422
-1.4099
0.9391
0.3874
-0.1104
-0.437
-1.8843
-0.1949
-0.0756
-0.7455
-1.0848
-1.2588
-0.4642
-0.5663
-1.1072
-0.752
-0.2172
-0.3343
-0.4809
-1.6549
-0.4688
-0.723
-0.7006
2.0374
0.9564
-2.3026
-1.6586
-0.3071
-0.1216
-0.3761
-0.7819
-0.7028
0.1189
-0.1693
0.4767
0.9545
-1.6006
-0.8625
-0.301
-1.4984
-0.0928
-0.6587
1.1101
0.6124
-0.6392
2.0361
0.7353
-0.4019
-0.4838
1.2856
-1.115
0.2689
4.8335
1.1693
-0.797
0.0138
0.1416
-1.3923
-0.6323
-0.3679
1.1671
-0.7644
0.2038
0.5164
-0.9085
1.2194
0.6257
-1.4111
-1.2436
-1.3953
-1.03
-0.9372
0.3022
-1.0912
0.4435
-0.5575
0.4998
0.359
0.6982
-0.7653
0.0968
-0.8127
-0.0617
0.1929
-1.1609
-1.423
0.7826
-0.2521
0.1806
0.2796
0.7305
-1.2664
-1.1062
-0.8293
1.0775
-0.0525
2.6314
-0.2501
-0.2953
8.2742
0.1936
-0.4805
-0.8256
0.5575
-0.9851
-0.0091
-0.7311
-0.7302
-1.2005
-0.7781
-0.4069
-1.0708
0.291
0.6963
2.2666
0.0863
-0.4852
1.2306
-0.8248
1.8743
-1.0152
-0.4899
-0.8262
0.1286
0.8938
-0.7625
0.254
-0.6495
0.3893
-0.0154
0.7819
-0.7997
-0.3227
-0.9018
-1.0704
0.5108
-0.3812
-1.005
-1.1969
0.6824
-1.1476
-0.635
-0.3361
0.286
-2.0485
0.8533
-0.1223
-1.584
-0.9893
-0.8336
-0.5776
-0.3268
-0.8652
0.2993
-0.0632
0.5351
1.0455
-0.9439
0.4232
-0.1501
-0.3551
-0.5535
-0.5196
-0.9823
-0.5926
-1.2921
-0.2958
-0.8545
0.049
1.0059
-0.3904
-1.3296
-1.0992
-0.6374
0.4945
-0.6077
3.3361
0.1211
-1.3511
-0.4759
-1.1385
-0.2146
0.9771
-1.2791
-0.8207
-1.188
0.6318
-1.0233
-0.465
-0.2074
-0.3372
1.0746
-0.6061
-0.7829
-0.973
-0.32
0.6347
-1.5356
-0.935
1.9284
3.5567
-1.0275
-0.5033
-0.9073
-0.219
0.3712
-1.3464
-0.0088
0.5023
-1.0335
-0.0369
-0.7045
-1.3024
-0.5831
-0.6947
0.2038
-0.9854
-1.2297
-1.3239
-0.5659
0.8758
-0.7426
-2.1595
-0.341
-0.7228
1.2277
0.2747
-0.434
0.0464
1.1582
-1.0637
-0.7299
-0.5113
0.4354
-0.8493
-1.3783
0.5353
-0.6175
0.0389
-0.5559
-1.2708
-0.0538
0.1208
-0.2733
-1.8909
-1.5255
1.3239
0.0059
-0.6463
0.3842
-0.4602
-1.0555
1.3337
-1.2
0.8859
1.8969
-0.5006
0.2597
-0.7189
-0.4861
-0.7601
-0.3143
-0.9269
-1.3383
-0.846
-0.5576
-0.1163
0.6914
0.4992
0.1523
-1.1655
-0.6351
2.814
-0.5572
-1.8359
-1.401
0.6408
-0.5702
-1.4222
0.0507
-0.2971
0.2423
-0.561
0.5698
-1.2872
-0.3857
-0.4351
-0.1705
-0.3425
0.2027
-0.167
-0.312
-0.6869
0.8643
-0.3805
-0.6833
1.0576
-0.1044
-1.0216
-0.6811
-1.3123
-1.2982
-0.3051
-1.3923
-0.3397
0.1055
-0.096
0.0309
1.8785
0.6385
-0.8429
-0.1306
-0.2507
-2.4436
0.5527
-0.1175
1.4943
-0.3609
0.0236
-0.2401
-0.4776
-0.9104
0.4205
0.6798
-0.5978
-1.5792
-0.634
0.3196
0.2885
-0.4938
-0.0931
-0.8702
-0.9893
-1.2864
-0.9801
-0.6247
0.2104
-0.4084
-0.362
-0.4408
0.6126
1.0403
0.9685
-0.9935
1.3084
-0.8779
0.0303
0.5502
-0.565
-0.2237
-1.1443
0.2799
2.4785
-0.48
0.1491
-2.0813
-1.2268
-0.7327
0.0527
-0.1909
-0.3248
-0.9005
1.0437
-0.5619
1.5987
0.2179
-1.0369
-1.1334
0.4692
-0.3792
-1.4715
-0.9194
0.022
0.6399
-0.7087
-0.2615
1.2627
1.6436
0.8429
-1.938
0.2772
-0.3377
0.1273
-0.6147
2.9997
0.8303
0.5348
0.7573
-0.0971
-1.0303
-0.7863
26.733333
1
340
79.97
MASTECTOMY
Breast Cancer
Breast Invasive Ductal Carcinoma
High
0
Basal
1
Positve
Negative
3
NEUTRAL
Negative
Ductal/NST
1
Post
10
Right
3
5.032
IDC
Negative
1
ER-/HER2-
16
2
Living
1.8627
0.1323
-0.1557
-1.02
2.4037
1.1028
0.455
2.3645
0.0829
-0.4298
0.4252
-0.865
-2.3053
1.9334
0.1719
-0.0162
2.848
-0.3273
-1.8453
-1.5165
-1.1908
0.3143
-0.0102
-0.488
1.6333
1.7172
2.6926
0.1293
1.0439
-2.4402
0.8676
1.3749
-0.8498
3.2448
0.2067
2.7741
0.3506
-0.0825
-1.3828
1.657
0.5987
2.3132
0.6313
0.7957
0.601
1.695
-0.0914
0.5507
-0.7151
0.3949
-0.7295
-0.0809
0.652
-1.3011
1.0788
-1.1238
2.7918
1.8727
1.4437
-1.5862
1.6725
0.7186
0.4804
0.6872
1.0606
-0.8378
-0.042
-0.5093
-0.9162
2.1009
-2.9552
-0.7757
-0.2521
-0.7405
0.5369
1.1301
-1.2809
-0.5714
-1.6753
-1.1633
-1.699
0.4286
-0.2868
-1.223
-1.2431
0.1358
-0.9768
-1.3354
1.0035
1.1845
-0.0049
-0.2964
0.2917
-1.2473
1.1194
0.516
-0.6922
0.0218
0.8141
-1.0129
1.7014
0.6901
0.0239
3.2001
-0.1931
0.0676
-1.051
-1.3915
-1.4856
-0.7685
0.2846
-0.5856
-0.3533
-0.3281
-0.4774
0.0051
1.7464
-1.0089
-0.0467
2.1712
1.3466
-0.3542
-2.2362
-2.7651
-0.0829
0.069
0.3915
2.6029
-1.6333
-0.2527
-0.6846
-0.4706
-0.8745
-1.0006
-2.8931
0.8721
1.6046
0.9887
-0.0049
0.6369
1.8138
0.757
1.6817
2.1159
-0.346
4.9087
1.9511
3.0518
0.1228
-0.4708
-0.0635
0.5277
2.9649
0.7791
0.434
-0.0379
-0.9348
-0.0323
-0.822
2.6454
-1.3542
-0.3124
2.159
0.4261
0.1951
-1.5654
-0.2183
-0.5217
0.9689
1.7805
1.4388
2.0335
-1.489
-0.8017
-0.8531
0.0145
0.5556
-1.5169
-0.3413
-0.7085
0.336
-0.545
-1.1954
-0.1417
1.9369
0.5927
2.0034
-0.7898
-0.1002
-0.8553
0.3411
-2.6684
1.8548
0.7418
1.3015
3.018
-1.0826
-1.0838
0.2185
-0.9864
1.3317
-0.0772
1.289
-0.0516
3.2055
-0.7707
-0.0284
2.7857
2.6822
0.5618
1.2701
-0.2079
-0.0891
-0.2724
-0.5663
-0.1286
-0.8601
-0.1724
0.5755
1.1165
-0.7008
-0.6225
1.5169
0.0934
1.0012
1.7369
0.4339
3.0225
-0.7623
-0.3241
-0.4244
0.4305
-1.5625
0.609
-1.0723
1.1739
-2.0835
-0.4367
3.1968
1.0172
1.6785
2.0268
-1.6298
-0.7932
1.3229
0.7485
0.5373
0.5734
-1.1486
-1.2193
1.2103
0.8889
5.359
-0.3586
-0.5529
-1.7091
-1.4939
-0.3511
1.7393
-1.6233
-0.9905
-0.1581
3.395
-2.1856
0.0346
0.6611
-2.3928
-0.7374
-0.3922
-1.025
-0.6723
-0.8097
0.4417
-0.072
-0.0122
-0.9697
-1.8998
0.4953
-0.9211
0.2679
-1.3838
0.3782
-0.168
-1.3785
0.3441
-0.3293
-0.0871
0.418
-2.1436
-1.8036
-0.444
-0.5065
1.7119
0.1885
0.7625
-0.3112
-0.91
-1.8254
-0.0683
-0.5714
0.7333
-0.3866
-1.8243
-0.7773
0.5288
-1.4221
-0.4391
0.2074
2.5769
-1.8686
1.5045
0.2206
0.2619
-0.2795
-1.3011
1.3432
0.157
0.5776
-1.6887
-1.2319
-0.5746
-1.6522
-0.2477
-2.6217
-0.4977
-0.8655
-0.2731
0.1623
0.5525
-0.3373
-0.0185
0.1725
-0.1799
-0.9868
-1.5279
-1.3775
0.6083
3.7742
0.4299
0.2549
0.71
-0.6634
0.2893
0.313
-1.2243
-1.8566
-1.0034
0.3903
-0.6727
0.4019
0.5402
1.4775
-0.8918
0.3468
1.0733
-1.0346
-0.2419
2.9802
-1.0452
3.1844
-3.5017
0.4798
-0.114
-0.5634
7.1494
-0.0604
0.7384
1.4373
1.7752
2.5477
0.4459
-1.1194
-0.6544
-2.4105
0.3097
-1.7406
-1.4679
0.2733
-0.0052
0.0901
2.6944
2.1228
-1.7768
-1.2639
0.1916
-1.7881
0.142
-0.0555
1.6997
0.583
0.4299
0.9965
0.1413
0.9479
-1.6349
-0.2207
-0.3997
-1.0096
2.4287
-0.7802
-2.5936
-0.0887
0.6077
-1.3277
-1.8856
-0.8457
0.7541
0.3803
-0.0988
-1.5466
-2.103
-0.768
-2.0518
-1.358
-1.0153
-0.3754
0.7694
1.5347
-0.2453
-1.7628
-1.3352
-0.507
-0.5072
-1.2276
-0.498
-0.1568
-0.8381
0.7544
-0.6786
1.1582
-1.2726
-1.7368
-1.2007
1.9501
-1.7871
-0.4659
1.0654
-0.5649
-1.6103
2.4385
0.3145
-0.5941
2.247
-1.1887
1.4852
0.148
-0.6322
-0.1197
-0.9919
-1.0105
1.1144
1.6724
0.4302
0.6385
-0.9582
-0.519
-0.1094
-0.8269
0.0844
1.0766
0.1819
-0.8893
-0.0415
0.6926
2.7191
7.6227
0.6707
-1.9214
0.0052
5.88
-1.5098
-0.3924
-1.3589
0.0852
-0.8917
0.0539
0.0666
-1.2622
0.3037
2.6574
0.0695
1.2379
0.3886
-1.555
-1.6359
-0.4352
-0.2227
0.0226
-0.8027
164.733333
0
341
67.01
MASTECTOMY
Breast Cancer
null
Moderate
0
LumA
1
Positve
Positive
2
NEUTRAL
Negative
null
1
Post
8
null
3
4.052
null
Positive
1
ER+/HER2- High Prolif
26
2
Died of Disease
1.0699
0.9562
-1.3953
-1.0461
1.2343
1.3263
1.1841
-0.2482
-0.1262
0.6543
-0.734
-0.7591
0.4481
0.1557
-0.1736
0.5167
-0.0236
-0.5111
-0.1274
-0.4668
1.0573
1.0858
-0.1596
0.0002
0.4712
0.367
-0.1221
-0.1186
-0.3235
-0.1252
-0.1264
0.2266
-0.1773
-0.6496
0.0379
0.4729
0.6507
-0.0167
-0.5575
-1.2364
-0.6099
0.0742
0.3905
-0.1189
0.6857
0.4384
1.408
0.4645
-0.7806
0.0915
-0.4936
1.409
-1.0726
-0.7664
0.8863
0.2882
0.3452
0.8513
0.835
0.1778
-1.2177
0.4527
1.9269
0.2857
0.5577
0.5274
0.4457
0.1873
-0.0529
0.763
-0.1449
1.0364
-0.1541
-0.9344
-1.0906
0.0834
0.0839
-1.1077
0.0711
-1.1584
-0.3813
0.2536
-0.6975
0.8604
0.5296
-0.1032
-1.2018
-1.4111
0.5991
0.1229
-0.5381
0.4163
-0.9606
-0.1513
-0.4725
1.4617
2.5165
2.2915
0.1759
-0.7131
-0.7178
-0.0687
-0.8204
0.6989
0.3532
-2.5811
-0.5659
1.3752
1.2333
0.4636
0.6803
-0.2994
0.0984
0.8313
0.4069
-0.4167
-0.3873
1.5684
0.1001
1.0855
1.3125
-0.287
-0.6379
-0.1092
-0.3461
0.3223
0.1867
-0.8284
0.157
-0.0584
0.1416
-0.1208
0.1294
-1.0902
-0.6661
-0.3055
1.1921
1.2926
1.8044
0.2613
0.8369
-0.2883
0.6596
0.0692
0.564
0.0274
-0.413
-1.0951
-0.1243
0.2038
0.8255
-0.3425
-0.1211
0.0014
-0.3518
-1.0942
-0.6576
0.0369
-0.7847
0.5377
0.2768
0.3565
2.5301
1.6043
0.5859
0.3296
-0.5853
-0.6104
0.4367
0.2422
2.9251
1.5465
0.8517
0.851
-0.5541
-0.581
0.7461
0.2937
0.3918
0.6191
-0.1606
-0.1789
0.2747
0.0876
1.1521
-1.6812
0.5047
-0.11
-1.1998
-0.3504
-0.831
0.2726
-1.2576
-0.6765
-0.356
0.6934
-0.6183
-0.6353
0.4669
-0.0701
-0.3357
1.213
-1.2614
-0.6359
-0.3697
-0.2416
0.5289
0.1911
-0.0586
-0.2005
0.0095
-0.333
-0.338
0.5426
0.1143
-0.7843
0.528
0.591
0.8762
-0.6484
0.2219
-0.2221
-0.0209
0.5602
0.1209
-2.226
0.9092
-0.6032
2.0675
-0.9092
-0.3916
0.9083
0.1818
0.0462
-0.0352
1.1943
0.202
0.3053
0.0174
-0.5676
1.1999
-0.047
-0.6392
-0.5234
1.0815
-0.5215
0.1705
-1.7028
0.4701
-1.2991
-0.5959
-0.5411
-0.5508
0.3349
0.5082
-1.2852
0.407
0.1612
0.6352
0.343
-0.1862
-0.2101
-0.8877
-1.4194
-1.3277
1.0176
-0.1131
-1.3861
0.6195
0.2353
-1.0447
0.5064
-0.4721
0.5677
-0.2995
-0.1252
1.0154
0.499
0.332
1.8798
0.2664
-1.0222
0.5609
-0.7312
0.0404
-0.9488
-0.1865
-0.9128
1.1349
-0.8874
-0.0316
-0.7564
-0.5727
-0.5024
0.6233
-0.7071
0.6485
0.4772
-0.5119
1.4632
-0.4888
-0.378
0.0861
0.084
-1.7166
0.4796
-0.5262
0.9852
0.1968
0.1362
-0.469
-0.3356
-0.8947
-0.6849
0.0304
-0.2757
-1.4015
0.2401
0.3938
1.3624
-0.1632
-0.3226
-0.7253
-0.2231
-0.0985
-0.8339
0.1117
-0.5039
-0.3741
-0.0496
-0.1579
0.5634
0.1919
0.9191
1.8682
1.4638
-1.1618
0.7103
0.5226
0.945
1.3136
0.0128
0.2858
-0.4988
0.0462
-0.34
-0.6079
0.1589
-0.0431
-0.275
0.2636
-0.5234
-0.8815
0.5735
-0.3439
-0.1839
0.1091
0.0373
0.7561
0.7898
-0.2199
-0.7624
0.3079
-0.0338
-0.1619
0.7674
-0.8007
-0.5697
-1.1298
2.0681
1.3017
-0.3293
-2.5147
-0.8246
-0.3549
-0.015
0.4094
0.1498
0.4781
-0.093
0.8775
-2.0501
0.4248
0.2021
0.7093
-0.2486
-1.2657
0.5605
-0.2881
-0.3366
-0.6371
1.5383
-0.6187
0.4085
0.2822
0.1021
0.7821
-1.3725
0.3804
-1.4969
0.2102
-0.5705
0.3885
-0.039
-0.3198
-0.0336
1.3155
0.5839
-0.4575
-1.5305
-0.6385
0.1745
0.5093
0.8918
0.2018
1.0827
0.8208
0.1122
-0.8321
-1.3186
-0.4738
-0.7944
-0.3216
-0.7386
1.4458
0.7581
-0.489
1.128
1.8633
0.7744
0.623
0.3375
0.7769
-0.3863
-0.2564
-0.0033
0.5793
-0.2138
0.257
-0.7564
1.0152
-1.5975
-1.822
-0.428
0.8603
0.9031
0.0098
-0.5746
1.3283
1.4575
0.7254
0.3308
0.1796
-0.0009
-0.0901
-0.3555
-0.163
-0.1502
0.9397
0.6695
-0.4953
0.1188
-1.0251
0.0573
-0.2951
0.4186
0.2423
-0.6601
-1.0975
0.9167
-0.0286
0.6883
-0.032
-0.5702
-0.7247
-0.3756
0.1289
0.6194
0.2876
-0.5346
0.2323
0.6955
-0.7672
-0.0619
-0.4865
-0.281
2.6561
5.2734
1.0053
173.9
1
342
54.96
MASTECTOMY
Breast Cancer
Breast Invasive Lobular Carcinoma
Moderate
0
Normal
1
Positve
Positive
2
NEUTRAL
Negative
Lobular
0
Post
3
Right
0
3.058
ILC
Positive
0
ER+/HER2- Low Prolif
29
null
Died of Disease
-1.1469
0.1756
-0.4494
-0.0099
0.5173
-0.432
-0.4943
-0.094
2.0295
-0.245
1.1237
-0.6233
0.4239
0.1091
-0.8262
0.0262
-0.7178
-0.1682
-1.0849
-0.2761
0.0829
-0.8382
0.3104
-0.5424
-1.5414
-1.3788
-1.1144
-1.4243
-0.651
-0.9804
-0.1843
-0.2935
0.7223
-0.4872
0.0505
-0.5508
-1.241
0.0734
-1.0243
-1.5573
-1.8272
-0.5739
-0.2156
-0.2158
-1.5784
-1.088
-1.0052
0.4552
0.3441
-1.2712
-0.9218
0.0919
0.6503
1.3397
-0.5903
-0.9953
-1.0466
0.3254
-0.0858
0.8867
-0.5628
0.3093
-0.2136
0.2834
-1.0181
0.4314
-0.6951
-0.123
0.7423
-0.3651
0.2584
-1.4666
1.1506
-1.1976
-0.4662
-0.13
1.6524
0.1324
-0.0772
0.0766
1.1766
0.4461
-0.6669
1.0332
-0.0714
0.0469
-2.4445
-0.3582
-0.323
0.0877
-0.7344
-0.298
0.062
0.4983
0.6558
0.3357
-0.5226
-1.1934
0.0926
-0.2164
-0.0601
-0.0529
0.3225
-0.4096
-0.8058
-0.2629
0.5528
0.1075
0.4691
0.5395
1.6468
0.5193
-0.4027
0.6572
-0.2427
-0.7291
-0.4122
0.5657
-0.7829
0.8971
-1.4899
0.6928
-0.5321
0.0046
-0.1832
-0.107
-0.0874
-0.3579
1.045
1.0897
-0.0015
-0.2034
-0.8451
-0.8268
0.2897
-1.0385
1.1471
-0.355
0.7599
-0.0379
0.3213
0.4104
-1.2948
0.8845
0.5648
-0.7195
0.5377
-0.4907
0.1977
1.5077
-0.5238
-0.358
0.7982
-0.3329
-0.7382
0.3476
-0.5739
-0.1002
-0.0417
-0.0198
0.5593
0.169
0.574
1.3917
1.3081
1.0597
0.8871
-0.9742
-0.1151
-1.1155
0.5575
-0.2452
-0.9239
1.5427
-0.6848
-0.8399
0.3414
-0.3481
0.2983
0.3758
-1.4685
0.8104
1.1131
-0.8911
0.2443
-0.7482
-1.057
-0.3527
0.0195
-0.0147
0.6345
-0.095
-0.0426
-0.5918
-0.0426
0.4647
0.9038
-0.0258
0.0601
-0.3667
-0.8825
-0.1264
-0.291
0.269
-0.5023
-0.95
-1.7321
-0.6194
-0.926
-0.578
-0.8785
0.3607
1.1849
-0.217
0.0861
1.8343
1.6219
0.4052
-0.4198
0.384
-0.3244
2.3325
-0.5645
1.4154
-1.7665
-0.8315
0.3153
-1.1898
0.6404
-0.2274
-0.4863
1.373
0.7826
0.5578
-0.0921
-0.2985
1.4001
-0.8409
0.5527
-0.6879
0.2987
-1.5027
-0.6248
-0.1006
-0.4426
-0.1825
0.7981
-0.6534
1.138
-0.3628
-0.7236
-0.1593
-0.9972
0.4227
0.7569
-0.2472
0.2157
-0.2979
1.5886
0.9577
-0.5509
1.1654
0.2568
-0.1434
0.5865
-0.3059
0.419
-0.3821
1.6226
1.0797
-0.1018
-0.238
-0.4588
1.1042
0.1603
-0.4411
0.4158
0.1149
-0.1143
-0.6513
0.282
-1.243
-0.4597
0.6354
0.1585
-0.2625
-0.038
0.1425
-1.1825
0.7135
2.7462
-0.8597
-1.5861
-0.726
-0.093
-0.2316
-0.0176
-0.2484
1.3197
-1.3669
0.0053
-0.9682
0.2543
0.5936
1.5025
-0.6272
0.1534
-1.24
0.9369
1.9342
-0.9901
0.8904
0.1551
0.559
1.0852
0.3203
-1.0353
0.4914
0.0421
0.1984
1.0592
-0.1197
-1.022
-0.1215
0.7707
-0.9077
0.3765
0.5218
-1.5455
-1.1092
-0.764
-0.5817
-0.6031
-0.0816
-0.2571
-0.1191
-1.9026
0.0717
-0.2495
-1.4888
0.328
-0.0861
1.1129
-1.3171
-0.1223
1.3685
0.6349
1.092
-0.4081
-0.4986
0.6904
0.1452
0.0737
-0.6742
-0.0705
0.4173
1.2287
-0.8989
1.6072
0.9883
-0.2793
0.4666
2.726
1.3961
0.2107
1.1077
-0.6376
-0.1968
-0.2824
-0.5036
0.1629
-1.7417
-0.4525
-0.4282
1.0375
0.0335
1.9344
1.1303
-1.1659
-0.5565
0.0252
0.3784
0.2729
-0.0681
-0.0022
0.1817
-0.4374
-0.1412
-0.8811
-0.2309
1.1926
-1.1034
0.1465
-0.0735
1.1409
0.0577
0.2405
0.542
-2.4284
0.4718
0.1463
-0.4558
0.3865
-0.1893
-0.1771
0.5035
-1.3831
1.4159
-0.0343
-0.7939
0.9228
-0.2604
-0.3503
0.9553
-0.0057
0.9036
0.1695
-0.8032
-0.7404
-0.2246
-0.8774
0.2534
0.08
-1.3387
0.4335
-0.5023
-0.016
1.0224
-0.0025
0.0122
1.2163
1.5451
1.5608
0.74
0.2437
0.488
-0.1085
3.6415
0.8407
0.4517
-1.0826
0.3592
0.1703
-1.0703
0.9299
0.0783
-0.0575
-0.1856
-0.0565
-0.522
-0.3288
1.6901
0.9518
0.9935
0.5933
0.4002
-0.1056
0.2327
-0.2969
-1.0504
0.3889
-1.1002
-0.4738
-0.4516
1.8333
0.3771
-0.1362
-0.3151
-0.5215
-0.9057
1.2359
0.3782
2.477
0.0648
0.2754
-0.038
1.6117
0.3208
1.588
-0.426
-0.699
-0.8201
-0.0618
-0.5499
-0.874
-0.8435
-0.3389
0.3492
-0.7427
125.333333
1
343
70.51
MASTECTOMY
Breast Cancer
Breast Invasive Ductal Carcinoma
null
0
Normal
1
Positve
Positive
2
NEUTRAL
Negative
Ductal/NST
1
Post
6
Left
3
4.06
IDC
Positive
0
null
30
2
Died of Disease
-0.616
-2.7835
-1.2537
-1.5545
-1.0689
0.9864
0.3815
-1.1348
-0.145
-0.8697
-1.335
-1.0687
1.407
0.6356
-0.0616
1.2706
0.3695
0.8365
-1.0078
0.9004
0.1267
-0.3465
-0.4409
-0.0762
-0.6887
-1.2074
-0.8009
-1.1271
-1.0782
1.7798
-0.496
-0.6342
-0.6425
-0.2122
-0.2228
1.3373
-1.0322
2.1144
-1.0782
-0.8065
-1.7976
-0.5963
-0.4782
-2.2847
-1.4632
0.6895
-0.3893
-0.191
-0.7602
-1.189
-0.8926
-0.2778
-0.9858
0.2242
1.1925
-0.3248
0.4256
-0.1874
0.2983
0.2649
-0.1296
1.3174
1.2698
0.0604
0.0405
-0.4196
0.1654
-1.0026
-0.7296
0.6793
-0.0165
-1.1153
-0.8868
-0.6029
0.2328
0.2758
1.9491
-0.4945
-1.5303
0.9065
-0.3222
0.2171
0.378
0.3322
-0.0236
-0.3345
0.4865
1.3834
-0.614
-0.5006
0.0771
-1.6446
0.4433
-1.9328
0.0551
0.3012
0.0422
-0.4922
0.1883
-0.4345
1.5107
-0.5631
1.3821
-0.7224
0.4182
-0.1536
0.1787
-0.4488
0.5603
1.7529
-0.2831
1.4097
-0.2676
-0.6859
-1.5177
0.0981
-0.1294
-0.4817
0.8318
-1.0517
-1.0494
0.6072
1.329
0.3361
0.5093
0.5741
-0.1162
-0.5269
0.6118
-0.0217
-0.2714
0.6244
-0.6784
1.3763
0.0426
0.0682
0.8076
-0.6985
0.0283
-0.3466
0.9811
1.3421
-1.5072
1.6986
0.4055
0.2735
0.6612
1.5982
-0.343
-0.3645
1.5408
0.3031
-0.2191
0.8504
-0.1373
-1.6896
-0.2262
0.8565
0.1764
-0.3555
0.4427
3.271
-0.102
0.4523
-0.0618
-0.301
-0.2301
-1.183
0.1098
-1.4431
-0.315
-0.3968
1.0867
1.2951
1.2996
0.7133
1.0066
1.63
-1.4122
-0.2748
0.7724
-1.3065
0.3004
-0.1868
0.3458
-0.7348
-0.5796
-1.0217
0.718
0.0819
0.0771
-0.3234
-0.9588
-1.0007
0.1196
-0.0462
1.8329
-0.5498
-0.7633
-1.5229
0.3509
0.9319
-0.5377
0.7893
-0.4289
-0.436
-1.4502
-0.4669
-1.0417
-1.1295
-0.2841
1.6199
-0.4984
0.1479
-0.9119
-0.8143
0.5373
-0.5496
-0.4585
0.0943
-0.1209
-0.4313
-0.6398
-0.9355
-1.1816
-0.43
0.5035
-0.6893
-1.5654
0.8083
-1.603
0.6972
-0.8879
2.2267
1.2656
0.4306
0.2126
-0.1444
0.0281
0.0333
-0.5154
-1.5486
0.8434
-0.9153
0.4491
-1.024
0.1976
-0.9629
0.8547
1.6394
-0.0182
0.6157
0.1481
1.4627
0.1251
0.8954
0.9603
-0.4693
-0.6264
1.0206
0.0184
0.0806
-0.6522
-0.3751
0.309
0.5993
-0.7589
-2.3853
0.403
0.2774
1.7438
-0.3668
-0.3757
-0.377
1.7047
-0.7046
1.4333
1.5969
-1.0073
-0.8127
1.1969
-0.6332
0.3334
-1.4015
-0.9467
-1.5021
-0.9386
0.2918
-0.8182
1.331
0.1997
1.5895
0.5936
-1.5335
-0.5171
-1.3193
0.7162
-0.9133
3.9571
-0.9558
-0.0825
-0.5576
0.5458
0.2125
0.2612
0.1484
0.8715
0.2501
-0.4107
2.6618
3.544
0.5424
-1.0686
-0.2032
0.6986
-0.6146
0.2841
0.033
0.0129
0.8736
-0.0757
-0.4622
0.6062
-1.9267
-0.4666
0.3539
0.1143
-1.1655
1.4844
0.0012
0.0216
-1.6439
-0.3381
-1.0435
-0.6674
-0.17
1.0668
0.6879
-0.518
-0.6237
-0.112
-0.8656
-0.6253
-1.7146
-0.0695
-0.4231
0.499
1.3614
0.1722
-0.1927
-0.475
0.1748
0.4965
-0.9819
1.6776
-0.6299
-0.6084
-0.4797
0.2526
0.3785
-0.5554
-0.625
1.6277
0.5507
0.0992
-0.5076
0.5436
-0.3816
-1.4148
0.0285
-0.1828
0.5698
-0.1945
0.9441
0.2265
-0.0004
0.7177
1.6941
-1.2737
-0.7968
0.5815
0.1983
-0.9621
-0.8986
0.7539
-1.4567
-0.7966
-0.1942
-1.1281
1.5051
-0.5325
-0.3555
-0.6115
-0.5867
-1.4181
1.7301
0.6428
-0.5122
0.6006
0.1525
-1.479
-1.2725
1.4712
-0.2491
1.334
-1.2771
3.5757
0.3652
-2.3122
-2.3474
0.0977
0.3275
-1.2554
1.7688
-0.2653
-0.1803
1.3757
0.3149
-1.1633
0.246
-1.424
-0.8244
-0.1431
0.0869
0.5109
-0.0389
0.2791
0.8153
1.9758
-1.0148
0.126
0.2802
0.4662
0.1092
-0.2316
0.2455
0.0261
0.6641
0.0395
-0.3062
1.6184
-0.0874
-0.7792
-0.918
2.0503
1.6594
0.5513
-0.0384
1.8535
-0.7088
-0.8101
-0.1879
1.1442
0.4875
-1.3467
-0.2982
2.0683
-1.0064
-1.2198
2.0755
-0.7015
0.1921
1.3271
-0.5948
-1.0691
-0.2587
0.0512
-0.4609
-0.8568
-0.2761
-0.3507
1.129
-0.1055
1.2398
-0.2089
-0.6203
-0.4832
0.158
2.3032
-0.6582
0.91
-0.2745
-0.3965
0.753
-0.9613
-0.3983
0.8892
0.1223
-0.7929
91.133333
1
344
59.75
BREAST CONSERVING
Breast Cancer
Breast Invasive Lobular Carcinoma
Moderate
0
Normal
1
Positve
Positive
2
NEUTRAL
Negative
Lobular
1
Post
3
Right
2
4.058
ILC
Positive
1
ER+/HER2- Low Prolif
29
2
Living
-0.904
-1.35
-0.1201
1.1668
-0.5244
0.2694
0.0414
-0.5785
-0.5918
0.047
0.2107
-1.059
-0.8696
-0.5705
-0.3818
-1.2419
-0.8465
-0.6208
-0.7315
0.1928
0.1786
-0.8286
0.5468
-0.3268
-2.0367
-1.9241
-1.1671
-1.9461
-0.6395
-0.7104
-0.5887
0.0562
0.7429
0.0257
0.5432
0.3906
0.4421
-0.2912
-0.8088
-1.7981
-1.227
-0.8113
-0.5105
-0.4715
-0.9576
-0.7411
-0.9511
0.4265
0.7095
0.3169
0.7718
0.4021
1.591
0.9973
-0.851
0.0048
0.3582
0.8845
-0.613
1.5013
-0.8217
-1.0782
-0.9223
0.2073
-1.1833
1.0048
-0.4777
0.8741
1.7938
0.0863
0.1669
0.0661
-0.3663
0.3979
1.1894
-1.3207
0.5838
0.0514
1.261
1.1961
0.8077
1.0943
0.4571
1.2114
-0.8946
0.6281
-0.3344
-0.4274
0.3566
0.2153
1.3486
-0.3777
-0.7035
0.2745
0.5878
0.9388
-0.2812
-1.2859
-0.0034
-0.8176
-0.0422
-0.817
0.959
-0.5146
-0.0428
-1.6301
0.2761
-0.0473
-0.0358
0.6737
1.2937
0.2481
-0.4186
1.5312
-0.2181
-1.1462
-0.3953
-0.7613
-0.5274
-0.2772
-1.9122
0.5415
-0.1158
-1.0145
-0.5807
2.2342
-0.0054
-0.2437
1.3155
0.1989
0.0639
-0.1848
-0.1577
0.6549
-0.1457
-0.2586
0.49
-0.2292
-0.6162
0.0046
0.8761
0.0393
-1.1951
0.2402
0.8367
-0.5504
0.7786
-0.625
0.8547
1.2756
0.5573
-1.8876
0.412
-0.7331
-0.5954
0.0512
-0.1798
0.3762
1.2476
-0.8455
1.4832
0.3917
1.16
0.5867
0.549
2.1324
0.9011
-0.7264
1.2941
-0.8124
-0.5435
-0.5355
-1.2946
0.5269
-0.3632
-0.1267
0.8994
-0.3942
-0.2836
-0.3566
-0.5614
-0.2649
2.1898
-0.8031
-0.4496
0.0624
-0.1134
0.4387
0.8524
-0.4873
1.4078
0.7709
-0.0145
-0.5705
-0.4267
0.7474
0.3568
-0.0148
0.3886
-0.2462
-1.4174
0.2749
-0.6537
-1.6686
-0.3605
-0.5039
-1.7566
-0.6726
-0.9466
-0.4315
-1.0175
0.6938
-0.0009
-0.1696
-0.0883
-0.564
-1.3599
0.6107
-0.6212
0.1702
-0.9957
1.2304
0.2788
0.4014
-1.4631
-0.1331
0.2949
-0.7596
-1.6838
0.7106
-1.092
1.382
1.0162
-0.2
0.2774
-0.2386
1.3481
0.1189
0.6958
0.0454
-0.3535
-1.2057
-0.3272
0.7208
-1.0303
0.333
0.1848
0.0168
0.5331
0.5457
-0.3494
-0.9456
-1.3128
0.5676
-1.125
-0.2148
0.6548
0.0707
0.2412
0.4424
0.9555
1.7545
1.0252
0.8436
2.2692
-0.3333
0.5126
0.172
1.0529
1.369
-0.1666
-0.3616
-0.3812
1.2578
-0.51
0.3817
0.3382
1.0154
-0.2763
-0.974
0.9457
-0.3447
-1.1945
-0.847
1.0392
0.3414
-0.4503
-1.4353
-0.3272
0.2123
2.0467
0.4292
-0.969
-0.5743
-0.0841
0.4293
-0.0743
-2.2566
0.7531
-0.791
-0.3217
-0.7281
-0.0593
-0.477
-2.1462
0.2391
0.1847
-0.9439
0.9076
1.9302
-0.8023
-0.0791
0.5931
-0.0491
0.3547
0.3861
-1.9964
-1.0572
-1.5738
-1.0985
0.666
0.5317
-0.1117
-0.0843
-0.3092
0.3246
0.3203
1.5627
-0.7051
0.1964
-1.465
-0.6896
0.1719
0.0809
0.1487
0.5353
0.3863
-0.9082
0.6005
-0.0481
0.4836
-0.1672
-1.5116
-1.3415
-0.1873
0.8858
0.8938
-1.2464
-0.597
-0.5688
-0.1618
0.898
-0.1793
-0.7142
-0.802
0.6723
1.4178
-0.6948
2.1982
1.0483
0.5239
0.5327
0.6738
0.6752
-0.5821
0.064
0.3183
-0.6058
0.0062
0.9924
0.2309
0.1467
-0.3721
0.279
-0.1884
-0.3736
1.6904
1.1561
-0.798
-0.7488
-0.7227
-0.9998
0.3826
-2.0112
-0.6126
0.7027
-0.695
0.4922
-1.6315
0.5143
-1.4537
-0.9986
0.1224
-0.0066
0.3693
-0.3401
-0.5355
0.2273
0.0784
-0.8856
0.2697
-0.0435
0.0791
-0.1349
-0.1353
-0.2749
0.1733
0.864
-1.4988
-1.1651
-0.4149
-0.5175
-0.0535
0.2818
0.9289
-1.165
0.1002
-0.1039
-0.7308
0.1646
0.6283
0.699
0.4627
-0.5686
-0.2109
0.1357
1.4094
0.3529
-0.1299
-0.1448
0.8511
0.926
0.5446
-0.0034
-0.0152
-0.1287
0.3968
2.7206
0.151
0.7333
1.5512
-1.5432
0.2943
-0.5516
-0.6609
0.6407
-0.3438
-0.2828
-1.0831
-0.6852
-1.4459
0.7389
0.119
0.6985
0.3028
-0.2618
-0.7377
0.8345
-0.3952
-1.2048
0.7559
-0.0203
-0.6602
-0.8292
0.4807
0.4073
0.0889
-0.5396
0.338
-1.2539
1.2725
-0.4315
1.865
0.3003
-0.0532
0.0759
0.3107
0.899
1.9601
-0.4056
-0.4997
-0.4863
0.0363
0.777
-0.2663
0.272
-0.429
-1.0674
-0.4229
152.933333
0
345
37.3
MASTECTOMY
Breast Cancer
Breast Invasive Ductal Carcinoma
Moderate
1
LumA
1
Positve
Positive
2
NEUTRAL
Negative
Ductal/NST
1
Pre
3
Right
1
4.056
IDC
Positive
0
ER+/HER2- Low Prolif
28
2
Living
-0.9977
-1.0035
-0.6491
0.7038
0.6722
-1.3303
0.3118
-0.2226
-0.7494
-2.0077
0.0035
0.1806
0.4837
-0.8935
-1.1009
1.3372
-0.9067
0.2785
-0.7942
0.6506
1.2366
-0.7154
-1.0205
-0.1881
-1.2586
-1.219
-1.1359
-0.0875
-0.9147
0.6799
0.0802
-0.2931
0.4064
-0.224
0.6691
1.4706
-0.3804
0.3217
-0.1024
-1.3778
-0.4472
-1.0292
0.9584
0.3855
-0.7836
0.0125
-0.5204
1.5623
1.3455
-1.9198
-1.143
-0.3582
-0.0597
-0.2336
0.2341
-0.0964
0.225
0.4064
-1.0051
0.7634
0.9617
-0.8153
-0.1646
1.9728
-0.699
0.57
0.0156
-0.1619
0.0237
-0.8442
0.5861
0.0283
0.353
-0.4501
0.0285
0.4535
2.4132
-0.4935
-0.1061
0.3676
-0.0553
-0.5343
-0.1215
0.5897
-0.0024
0.4207
-0.3091
0.1346
-1.1245
-1.2048
0.1551
-0.5467
0.6716
-1.0016
0.3912
1.7798
-1.0153
0.4396
0.69
-0.3001
1.9106
0.221
0.0638
4.3411
0.8262
-2.4213
-0.6033
-0.3282
-0.1006
0.4711
1.1907
-0.6977
0.8892
-0.1759
-0.1849
-0.4371
-0.0426
-1.5246
-0.0603
0.9034
-1.4979
0.9804
0.8213
0.615
-0.8018
0.0331
-0.4378
-0.4618
0.5453
-0.6867
1.0382
-0.2534
0.3975
-0.8077
1.2811
0.9121
-0.102
-0.8787
0.4018
-0.5628
1.5892
1.0739
-0.8742
-0.311
-0.226
0.7484
0.6577
0.0227
-0.1975
1.2171
-1.1005
0.8652
0.2917
0.0436
-0.7644
-0.8685
-0.4478
0.7453
0.1465
-0.169
0.6173
1.1522
-0.3887
0.9964
0.8384
0.0764
0.1143
-0.1147
0.7466
-0.0067
-0.4686
-1.3097
-0.5055
-0.1366
0.0928
-0.7427
-0.5126
1.3349
0.5973
0.8719
1.5388
-1.4334
0.7701
-1.3978
-0.8249
-0.2539
-1.6744
-0.2263
1.3996
-0.5837
-0.9188
-0.6326
-0.4591
-1.3168
-0.1166
1.6757
0.3225
-0.6049
0.4933
-0.2975
0.6713
2.0233
-0.935
0.3862
-0.6112
1.3518
-0.1415
-0.7642
-0.6729
-0.6711
-0.9502
0.9406
-1.121
0.0549
-0.7285
-1.1004
-0.0393
0.376
0.344
-0.3032
0.7879
1.4886
0.0073
-0.2451
-0.907
-0.8162
-0.8804
-0.0153
-0.5826
0.5697
0.1282
0.1056
0.0588
0.7637
1.5688
-0.4591
-0.2431
0.5326
0.433
-1.0548
0.3947
-0.6808
0.1591
0.3186
0.3848
-1.1057
0.2256
-0.71
0.9715
-0.4792
-0.293
0.4334
-1.0753
1.7176
1.2217
0.3909
0.7084
-1.175
0.9357
1.1902
-0.0575
-0.6646
0.2133
0.0005
0.7838
0.8649
0.5142
-0.7147
0.971
0.4052
-1.5426
-0.6844
-0.8305
-0.2803
-0.2613
-0.7206
0.0721
0.7204
0.5673
0.1879
0.6555
-0.9822
-0.3331
-0.1597
0.5214
-1.0223
-0.7182
0.7912
-0.2055
2.073
2.4307
-0.4172
-1.0194
-0.2898
1.5539
-0.331
0.4841
-0.5444
-0.2676
0.119
-0.3423
-0.2392
0.6776
-0.0147
-1.522
-0.3648
0.3467
1.2507
0.6419
0.6598
-0.8011
-0.4474
0.0448
-0.5154
0.8564
-0.3354
-0.3226
0.4851
-0.286
-0.4532
0.6671
-0.6856
-2.0492
-0.0757
-1.5259
-1.4176
0.0405
-0.0025
-1.4386
-1.8258
0.7229
-0.9109
-0.454
0.1659
0.583
-1.1172
0.5063
1.1059
-0.247
1.0139
-0.1554
-0.8103
1.4196
-1.5372
-0.0458
-0.4491
-0.4569
-0.4581
-0.7767
2.4455
-0.4021
-0.1941
0.28
-0.8036
-0.9496
0.6194
-0.2855
0.0493
1.7737
0.3375
0.0972
0.4577
0.2916
1.548
-0.1614
-0.0337
-0.7521
0.6885
0.3777
-0.6008
-1.4124
-0.5441
-0.7758
-0.306
0.1855
-0.2909
1.2408
0.1301
0.4111
-0.7176
-0.4689
0.872
-0.1003
-0.332
-0.5781
1.4755
-1.6624
-0.4959
-1.0835
1.0899
-0.9031
-0.9468
0.8617
-1.2366
-0.1305
1.3247
0.6826
-1.4491
-0.0126
-0.4702
0.1346
-0.7441
1.8348
0.5248
-0.0137
0.5036
0.1066
-1.1995
-0.8814
0.8765
0.3669
0.2182
-1.5825
1.4124
2.0164
0.1926
-0.2554
-0.4521
0.0364
-0.1317
-0.0564
0.1872
-0.6234
-1.937
-0.6036
-0.6165
0.4174
1.1757
-0.8104
0.4572
-0.1006
0.3538
0.0945
0.0301
0.2349
-0.2955
0.6733
3.5435
0.0843
-0.8423
-0.6966
-1.947
-0.0031
-0.898
0.3901
-0.5218
3.0503
-0.5895
-1.0219
0.2281
-0.3259
2.0567
0.2771
0.4483
0.2564
-0.8232
-0.8519
-0.3994
-0.128
-1.4291
0.9246
0.4689
-0.679
-1.0921
-0.2963
-1.1806
0.0903
0.9011
0.0632
-0.65
0.0257
0.6537
0.475
0.0732
-0.0617
-0.5881
0.0732
-0.019
0.8914
-0.5509
0.1183
-0.7828
0.1648
-0.1488
0.0954
-0.2825
0.695
0.2156
-0.7896
72.666667
0
346
32.61
MASTECTOMY
Breast Cancer
Breast Invasive Ductal Carcinoma
High
0
Her2
1
Negative
Negative
3
GAIN
Positive
Ductal/NST
0
Pre
5
Left
5
6.032
IDC
Negative
0
HER2+
16
2
Died of Disease
-0.8045
1.2293
3.355
-0.8025
1.5341
-0.411
1.8186
1.8335
0.7291
-0.1028
2.501
-0.3503
0.532
-1.1832
-0.8992
-0.6893
-0.5706
1.0479
-0.791
0.4554
-0.5282
0.0492
0.4415
0.6698
1.6056
0.8523
-0.286
1.4332
1.4214
-0.7052
2.3947
-1.4336
-2.4727
-0.0022
-1.3733
0.3055
-0.2712
-1.6443
0.0236
1.4838
-0.3434
1.7752
0.8614
0.4549
0.9089
-0.7275
0.5867
-1.0989
-0.7885
-0.6238
-0.8616
-1.14
-1.1391
-1.6192
-0.5227
0.3409
1.0995
1.9548
-1.7186
-2.0071
1.7487
-0.6194
-1.6062
-1.1581
-0.8569
-1.9281
0.1595
-1.269
-0.5421
-0.8895
0.3255
0.3175
0.7569
0.8079
-0.025
0.2401
0.6406
-0.2752
-1.8419
-0.3018
-1.0977
0.0377
-0.8006
0.0225
1.9981
-0.8502
0.2762
-0.6504
0.3097
-1.474
-0.536
-1.3172
-1.0749
-1.5059
0.094
1.1317
-1.9221
0.0012
0.0589
0.0003
-0.0663
1.1583
-0.4923
1.9038
-0.0742
0.6272
-1.0469
-1.6495
-0.0956
1.2526
-0.0724
0.0819
-0.9901
-0.3039
1.8302
1.1397
-0.2242
-0.7327
1.211
-0.0291
2.3219
0.8916
-2.7919
1.5371
1.97
2.0677
-0.0211
0.2916
-0.3467
-1.0692
-0.0536
0.7224
0.8314
-1.0578
-1.1264
-1.657
-1.7873
1.805
0.0135
-1.6918
-0.8842
2.1708
1.3233
-1.186
-1.618
2.1323
-0.5415
0.2934
-1.3887
-0.2655
-0.2066
1.2882
1.4628
-0.1505
2.6035
-0.8225
2.2628
-0.056
1.6389
-1.7269
0.6074
-0.5581
-0.7626
-0.4198
1.154
0.2064
0.2221
1.7033
1.033
0.9879
0.7219
-1.0008
1.2841
-1.1909
-1.9233
1.716
-0.3556
-1.4574
-0.807
-1.4995
0.9987
-1.1032
-1.3206
-0.0928
0.7172
1.3178
0.8085
-0.0651
-0.7639
-0.524
0.3265
-0.0499
0.4998
0.2544
0.9332
1.7097
1.1774
-0.2068
1.5736
1.6658
-0.5607
0.8512
-0.5434
-0.1931
0.8586
-0.7548
0.2769
2.3961
-0.7059
-0.0188
2.2946
0.9932
-1.6715
-0.6784
-0.2179
-0.6357
-0.0112
0.7726
0.5503
-1.1274
-0.1066
-0.8493
0.6642
-1.0604
-0.1365
0.9225
-1.1171
-0.0059
0.0682
0.9713
0.0498
-0.6739
-2.2186
-0.2752
-1.0177
-2.1428
-0.0413
1.0936
-1.0991
0.2902
0.6261
0.9515
0.1642
-0.1162
-1.2245
-1.5291
-2.3428
0.1192
-1.8205
-0.3238
1.4512
1.2972
2.3062
0.4301
0.8364
-2.6766
-2.0511
-0.8615
-0.1558
-1.692
-1.2199
-1.6993
2.1618
0.3826
0.363
-0.3511
-0.7768
-0.7646
-1.5593
-2.0187
-1.9678
0.6965
1.4493
-0.1266
0.4429
-0.3097
-1.6531
-0.4747
0.7896
1.41
-0.0036
-0.3168
1.6283
-0.7333
0.7774
-0.8578
-0.0532
0.2306
-1.8747
-0.2017
-0.9772
1.6902
0.0977
0.6484
0.9282
0.2652
-0.0807
-1.0795
-0.2962
-0.6136
-0.1155
-0.7697
-1.3454
1.7165
0.3596
0.4549
0.4204
0.0615
-0.0316
-1.6157
-1.4467
-0.0349
-0.3199
1.6978
-0.8434
0.2765
0.8119
-0.3988
0.2104
-0.0571
0.6543
0.8932
1.0656
-2.6186
0.0183
0.0434
-0.7978
-0.1435
-1.2893
1.3955
-0.5594
-0.2528
-1.0362
-1.3835
2.127
1.1337
0.2603
5.0753
-1.188
1.5617
2.0458
0.3964
0.2653
1.5679
-0.3114
-1.6181
-0.6034
0.2525
-0.4941
1.0504
0.1469
0.2974
0.7256
0.0485
0.2293
1.0623
-0.8027
-0.7418
-1.0045
0.6673
0.4732
1.2488
-0.7543
-0.1032
-0.2586
-1.7085
1.1087
1.9268
-1.0796
-0.7414
1.3442
-0.639
0.1411
-1.0398
0.5257
-0.0146
3.1094
-1.4612
-2.1245
-0.5237
-0.7088
0.256
-2.3485
0.6258
-1.2801
-0.4136
1.0731
-1.4443
1.5702
1.8078
-0.0667
-0.2507
0.4042
-0.7645
0.4581
-1.4305
-1.9847
-0.3387
0.0248
0.6177
0.4503
0.0039
1.0359
-0.5582
-1.7086
2.3216
-0.2799
-0.8915
2.7026
-0.0109
-0.6567
1.4215
1.4691
-0.3991
-0.9368
-0.8548
-0.7105
-0.1558
0.3988
0.9601
-0.3841
0.7826
0.0997
-0.9878
0.3521
1.1147
-0.7686
-1.9388
-1.8586
-0.8139
1.742
0.7327
0.8903
1.0449
1.6918
-0.2645
3.7888
-0.7403
0.1992
-0.2609
0.5431
0.3531
0.8546
0.17
0.796
-0.4966
-0.5473
1.5363
1.1831
0.1136
2.7618
-0.635
0.4643
1.2116
0.1813
1.0788
-0.3604
-0.1623
-0.266
-1.95
0.2751
0.0398
-1.2251
0.5633
-1.9978
-1.2667
0.1756
-0.5982
-0.4707
0.5163
-1.0515
3.265
-0.4671
-0.24
-0.4275
0.3333
1.1245
0.4404
-1.1055
3.1934
1.217
0.1706
-0.5349
0.0732
-1.2303
0.1394
1.7499
0.2821
2.669
20.433333
1
348
81.88
MASTECTOMY
Breast Cancer
Breast Invasive Ductal Carcinoma
High
0
LumA
1
Positve
Positive
1
NEUTRAL
Negative
Ductal/NST
1
Post
8
Left
0
2.044
IDC
Positive
1
ER+/HER2- Low Prolif
22
2
Died of Other Causes
-0.1907
-0.8913
-0.1724
0.1475
0.4224
1.6779
0.3257
-0.4386
0.9489
-0.911
0.2639
-1.5556
1.0144
0.5957
-1.6935
0.1114
0.6439
0.1779
0.2331
0.4933
0.9878
-0.5735
1.5985
-0.3217
-0.5506
-0.4668
-0.9752
-0.0186
-0.7993
0.1882
-0.7444
-1.5052
-2.138
-0.8056
-1.5738
-0.9602
0.8517
0.1886
-0.6965
-1.3441
-1.487
-1.527
0.5305
0.6119
-0.8144
-1.7684
-1.4129
0.2228
-0.3109
-1.6406
-1.8834
1.087
0.7282
0.2412
0.0944
1.3093
-0.1558
-0.7794
0.9109
1.1616
0.1776
0.0785
-0.9174
-0.1879
-1.0435
0.812
-0.3998
1.5923
1.0791
-0.8852
1.1162
1.2461
1.0846
-1.3907
0.0558
0.4564
1.1282
-0.1018
-0.2691
-0.6993
-0.8078
-0.6848
-0.6926
0.9471
-1.2125
-0.2727
-0.2767
-0.5417
1.2605
-1.0033
0.5792
-0.5987
-0.1637
-0.0837
1.4216
0.606
0.878
0.8226
-0.486
0.2479
2.1001
1.6472
-0.6402
0.2811
0.2265
-0.3457
-0.8531
-0.0147
0.2071
-0.2243
-1.0177
-2.8205
-0.1665
-1.2262
0.2353
0.6358
0.2687
-1.3012
0.169
-0.216
-1.081
0.3323
0.85
-0.641
0.4823
0.3543
-0.3291
1.1889
-0.0116
-0.6113
0.2599
-0.6307
0.1644
1.6604
-0.0891
-1.1479
-1.0649
-1.0549
1.1885
1.2106
0.881
0.5292
-1.3079
1.1689
-0.6638
0.1276
0.6187
-0.2553
-0.9939
3.3831
-0.4588
1.5194
-0.9321
0.345
0.1681
-1.4813
-0.1642
-0.215
-0.4502
-0.7293
-1.1896
-0.1415
-0.8209
0.4122
0.1504
-2.1656
-1.5297
-0.1673
-0.8945
-0.5007
-0.9944
-1.0079
-0.92
-0.58
0.6177
0.1796
-0.3818
0.7726
0.9243
0.9569
1.6624
1.2996
-1.135
-0.6527
-0.5434
-0.7355
-1.2182
2.1712
-1.0811
-0.3952
-1.4966
-1.2567
-0.6854
-0.9282
-0.3831
-0.8054
0.616
-0.5313
0.4824
0.6173
-0.5546
1.6687
0.2478
1.1106
-0.4613
0.4888
-0.4574
-0.7276
-1.1593
-0.9599
-0.3396
1.735
0.9448
-0.3495
-1.8026
-0.6384
-0.6313
-0.0471
1.189
-1.2555
-0.8405
-0.6726
-0.5913
-0.1919
-0.1136
-0.6365
-0.012
-0.4881
1.4731
-1.0395
-0.1048
-1.3723
-0.4275
1.405
0.1976
-0.6108
0.5249
-0.909
-1.3282
-0.7697
1.394
-0.8659
-1.0415
1.1794
0.0575
-2.7109
0.0541
0.1818
-1.0826
-1.431
-1.4905
0.3647
0.2388
1.2927
1.2364
-1.0658
-0.0577
-0.5813
-0.3159
0.4347
-0.9357
-0.4346
-0.8208
-0.6354
-1.2692
-0.8363
-0.2829
-1.9221
-0.2954
2.3096
-0.0694
0.4271
0.7961
-0.6365
1.6123
-0.7388
-2.5397
0.3709
1.2337
-0.545
0.371
-0.5238
0.5528
0.1015
1.4857
-0.4242
1.9244
-0.0483
-0.2087
-0.7927
-1.3566
-0.8904
0.9637
-0.4019
1.3626
-1.3495
-0.0535
-1.393
0.4594
-0.4311
-0.0861
-0.7616
1.3891
-0.0101
-1.4623
-0.4327
-1.1051
0.3056
-1.1902
0.0451
-0.0039
-0.352
-0.1992
-0.0097
0.0449
-0.152
0.0595
-0.9967
0.3953
-0.2375
-0.404
-1.4018
0.0393
-1.269
-0.2532
-1.5755
-0.0345
-1.202
-0.7338
-0.2185
-1.0241
0.5613
-0.5617
-0.9925
-0.6379
-0.5012
-0.2683
-0.3319
-0.8427
1.6593
0.4781
-0.1093
1.4094
-1.0873
3.3474
1.1777
0.6264
-0.9974
-0.4361
0.08
1.5101
1.5122
-1.1367
0.4852
0.0688
0.0384
-1.1334
-0.3901
-0.8153
0.4405
-1.1329
0.5952
0.5102
-0.1824
-0.1888
0.9822
-0.6891
0.2581
-0.8264
0.2178
-1.1811
-0.1773
-1.9521
-0.6089
1.2445
0.5814
-0.9869
-1.5774
-1.7783
0.8696
-1.151
1.2623
-0.8704
-1.7582
-0.0301
-0.0544
-1.4837
1.1293
0.2469
0.4237
0.6977
-0.0679
-0.8974
-1.9425
0.2236
2.2649
1.3804
-0.8516
-0.8737
0.2421
-1.3779
0.9986
0.7055
-0.3088
0.049
-1.7652
-1.2643
0.2055
0.8639
1.2482
0.8801
-0.2477
0.8169
0.0895
0.0351
-1.3268
0.1077
-1.3362
0.5019
-0.0514
0.3789
2.0365
-0.8051
-1.1184
0.13
-1.3529
-1.8936
-0.6951
0.9484
0.157
-0.8529
-0.161
-0.5396
-0.0607
0.4813
-0.5215
-0.3142
-0.8145
0.9595
-1.3321
1.4412
-1.7659
1.5122
1.3875
1.0255
0.0558
0.6473
-0.5619
-0.7883
0.2825
0.0695
-0.329
1.0666
0.5293
2.1438
-0.5179
-0.0813
0.6605
-0.668
2.6669
1.0129
-0.9977
-0.7463
-0.3405
-0.9705
-0.1735
-0.4163
1.7286
0.1193
0.2597
-1.2055
-0.5982
-0.8647
-0.587
0.5001
0.5124
0.2988
0.4827
-0.9118
-1.4784
0.0116
0.7966
2.5105
-0.258
-0.5844
-0.6658
-0.9464
-0.2623
-0.3244
122.7
1
349
72.26
MASTECTOMY
Breast Cancer
Breast Invasive Ductal Carcinoma
High
0
LumB
1
Positve
Positive
3
LOSS
Negative
Ductal/NST
1
Post
3
Right
1
5.06
IDC
Negative
0
ER+/HER2- High Prolif
30
2
Died of Other Causes
-1.8461
-0.6162
0.8116
0.0442
-0.4903
0.7282
0.9139
-0.9904
-0.5096
-0.789
1.8007
-0.2184
1.2987
0.1571
0.0927
1.5066
1.2261
1.9835
-1.1205
1.2796
1.5235
-0.5309
1.0287
-0.666
0.5605
0.867
-0.9906
0.641
0.1556
-0.3426
0.0718
-0.9492
-0.8283
0.1278
0.5224
-0.5904
-0.0073
-0.0999
1.4103
-0.5356
-1.1538
-0.4869
-0.0172
-0.2218
-0.5927
-0.2534
-1.487
0.0204
0.0362
0.3175
-1.0405
-2.1291
-0.8559
-2.1758
0.185
0.3239
-0.781
-0.3899
0.0318
0.1127
0.1825
0.9463
-1.209
1.5417
-1.5716
0.2738
-0.7799
1.5749
-0.3318
0.2404
0.6894
-0.1605
-0.2904
-0.7237
-1.6625
1.0687
1.8877
-0.9753
-0.8326
-0.7872
-1.8809
-1.8975
-1.6369
0.7427
-1.031
-0.2911
-1.2517
0.2942
-1.1095
-1.286
-1.4351
-2.5337
0.4347
-1.1624
3.3836
3.2965
-1.2459
1.2054
-0.3596
1.6022
-0.4963
1.2664
-1.5128
0.1729
1.3213
1.8474
-0.3605
-0.9202
0.2079
0.1368
1.8542
-0.9976
-1.5268
-0.9906
0.1793
-0.4321
0.3567
-1.4037
1.0433
0.5498
-0.423
1.5661
0.7815
-0.0455
-1.1132
2.5411
0.0181
-0.946
0.9809
-0.1376
-0.325
-0.0929
-0.2798
0.0318
0.1036
-0.4531
-0.5042
-0.1771
0.3603
0.6361
0.0285
0.5184
1.1803
-0.7974
-0.8413
-0.2387
-0.3485
-1.5156
-0.9121
-0.3129
0.2415
0.9246
-0.6789
1.5373
-0.6668
0.1412
-0.9479
-0.8087
-2.2273
0.6863
-0.3757
-0.1963
-0.7008
-0.8439
1.9473
-1.1555
-2.2576
-0.5045
-0.668
0.9479
-0.4207
0.2895
1.9661
-0.5906
0.1436
-0.4347
1.2755
0.1306
-0.0415
-0.2349
1.1249
0.0186
-0.7446
-0.4385
-0.3335
-0.9101
-1.4109
-0.1832
-0.7993
-0.2285
-0.537
-1.1926
-1.1889
-1.3175
-1.5219
-0.142
0.2853
-0.6796
0.4161
-0.8006
-3.1573
1.5058
-1.0071
0.9165
-0.7793
0.428
0.4499
-0.5955
0.7019
0.1544
-0.1492
-0.8254
-0.9081
-0.8117
-0.558
1.5716
-0.4812
0.3012
-1.2012
-0.4137
-0.4293
1.5532
0.298
0.2616
-0.3285
-0.9218
-1.3556
-0.4519
-0.267
-1.055
-1.0248
0.1726
-0.8609
0.7871
-0.7961
-0.9758
1.0892
-0.4322
-0.9204
-1.7651
0.7061
-0.0671
-0.3437
0.3496
0.545
-0.9417
0.2861
-0.2071
-0.9491
0.4086
0.6721
-0.8646
-0.8132
2.7041
0.196
0.0966
-0.0844
-0.4227
-1.0354
0.7342
-0.4102
-1.346
0.4181
0.6158
0.8276
-0.0182
0.0756
-3.2365
-0.3086
-1.5087
-1.8385
-1.7247
-0.7629
-1.0695
2.0328
0.8995
-0.0419
-0.545
1.5189
-0.4008
0.25
-1.0937
-0.9339
-0.7764
-0.5528
-1.0997
-0.3932
0.5322
-0.7225
0.8164
-1.7975
-0.3
-2.0686
0.8232
1.4657
-1.1722
-0.4936
1.8213
-1.0296
0.1502
0.4734
-0.0882
0.175
-0.5492
-0.1269
-0.7733
-0.5255
0.3807
-0.2441
-1.2657
-2.1687
-0.3206
-0.1433
2.2371
-0.2242
-1.0812
-2.3012
-1.2097
0.1828
-0.6749
-1.1675
-1.1
-2.0928
-0.785
-0.8669
-0.2679
2.0915
-0.3907
0.0676
1.0372
-0.2577
0.2882
-0.4789
-0.0967
-0.3074
-0.233
-0.7832
0.1345
-0.883
-0.6609
1.6996
-1.2958
0.2393
-0.6611
-0.8497
1.5199
-0.4603
-0.4654
-0.4424
-0.6027
-1.1441
1.6602
-0.39
1.6287
0.2288
0.942
-0.3753
-0.0669
-0.1816
-0.5693
-0.3705
0.906
-0.8156
6.7892
-0.3003
-1.0286
-0.0687
0.0636
-0.4782
-0.6347
-0.7086
-0.5371
-0.8836
0.7034
-1.2815
-0.5243
-0.5854
-1.2868
1.1519
2.7251
-1.4091
0.5367
0.3345
1.3978
-0.5142
-0.2387
2.7185
-1.5937
1.7515
1.3605
2.1799
0.1099
0.3345
-0.49
-1.0202
0.0053
-0.2819
-0.8378
-0.4568
-1.0603
-1.1574
-1.3309
1.0576
1.0763
-0.8248
-0.0076
-0.6247
-1.1278
-0.3052
0.4044
-0.5035
-0.7353
0.046
0.3969
0.4
-0.5604
0.3622
-0.3603
1.018
0.2938
-1.2277
1.5418
-0.5332
-1.4231
0.8074
1.5625
-0.6089
0.0393
0.0328
0.8696
-0.4158
-0.5554
-0.4776
2.4583
1.0552
-0.2981
-1.3959
0.261
0.8421
0.7365
-0.039
1.5497
-0.2785
1.065
-0.4222
-0.0185
-1.3158
-0.4039
1.4467
0.2701
1.7932
0.8226
0.4636
-0.5741
-0.5327
-0.3656
-0.3528
0.2809
1.5464
0.3815
1.0456
0.2546
1.5385
-0.541
-0.7964
-0.5278
-0.7724
0.7279
1.2158
-0.3505
-0.2369
0.6846
-0.9093
-0.5113
1.7872
-1.6582
0.4967
-0.3227
-0.9179
-0.721
0.3246
0.4869
0.2582
0.3739
-0.9815
-1.0061
-0.3884
-0.3501
-0.842
146.033333
1
350
49.05
null
Breast Cancer
Breast Invasive Ductal Carcinoma
High
0
Basal
1
Negative
Negative
3
NEUTRAL
Negative
Ductal/NST
0
Pre
10
null
0
5.16
IDC
Negative
0
null
80
2
Died of Disease
2.3784
-1.7429
-0.335
-1.8817
1.846
0.2791
-0.6165
3.9815
-0.8301
0.859
-0.0384
-0.0226
1.789
0.0622
1.5828
0.1071
-0.8497
0.4744
-0.1316
1.0267
-1.0838
0.7902
-0.587
0.4821
1.923
2.3664
0.9885
1.8445
1.3396
-2.4743
1.6711
-0.4587
2.0949
3.671
0.2603
2.909
0.8972
0.0532
-0.4396
0.5298
2.8803
-0.0505
2.3468
0.1996
0.927
-0.1726
-0.3202
0.0829
-1.763
-0.7413
-1.2685
-0.2486
-0.909
-1.3043
-0.3063
0.4676
0.4436
1.0551
-0.5539
-1.7609
-2.0617
-0.3679
0.1518
0.7569
1.1882
0.1022
2.0877
2.945
-0.061
-0.2815
-0.6293
1.1153
-0.5272
0.067
-1.369
1.9249
-1.0869
0.5119
1.7886
-0.8848
0.8716
0.767
2.7795
-1.6074
0.6549
-0.0111
-0.7886
-1.4311
1.1842
1.7621
-1.7151
-0.2149
0.7535
-0.415
1.3842
0.6091
-3.4305
-1.1234
0.3122
-0.264
-1.1353
0.0743
0.6103
-0.8467
-1.549
0.6072
3.837
0.5716
-1.2647
-0.6953
0.8969
-0.5211
-0.6197
1.1144
-0.6634
0.6556
1.9872
-0.4417
0.602
0.6659
0.4998
-1.4389
-1.207
-3.2196
-1.0362
0.6607
2.0119
0.2471
0.9092
-0.2566
0.3553
-0.1511
0.2737
-0.4601
-1.7532
0.5795
1.8011
1.1708
1.0637
0.6337
-0.3449
-0.0307
3.2013
-0.1651
-0.2827
-0.2319
0.7967
-0.9434
-0.3201
-0.6348
-1.1808
0.1997
0.5086
-0.1902
0.2695
-0.4015
-0.9633
-1.3031
0.8325
-1.0337
-0.9019
0.4546
1.732
1.045
1.4135
0.5482
1.9046
1.3321
0.4112
0.1309
1.1719
-0.8913
-0.5332
-0.7705
-1.7691
-0.2103
-1.3633
0.2368
-0.8075
-0.6507
-0.2185
0.2563
0.4047
-0.4744
0.7308
0.0412
0.7977
-2.8156
-0.0305
-0.8799
-1.2899
1.4378
-0.7332
0.4977
-0.7781
-0.4121
-1.5942
0.6037
1.2612
0.1216
-0.9173
-0.072
1.1189
-0.2798
-0.0899
-0.6224
-0.3452
1.0093
-0.6997
0.051
-0.5455
2.2023
-0.0395
0.052
-0.6021
-1.2036
0.2687
-0.4572
-0.6331
-0.2886
-0.8232
1.2371
-1.2629
-0.6259
2.0691
-0.927
-1.2735
-2.187
0.157
0.9495
-0.1248
-0.6016
0.6082
-0.6507
2.3268
-0.7355
1.2679
2.4823
0.825
1.8373
-1.6665
3.3213
0.3952
0.1893
1.1778
0.1961
1.424
-0.4386
-0.3055
-0.3539
-0.4129
-0.3796
2.0954
-0.426
-0.0206
-1.0395
0.7421
-0.8966
0.697
-0.3882
3.8038
-0.0686
2.8875
0.1873
-0.7605
2.9391
-0.3264
-1.1436
-0.4312
1.0085
-0.6247
-1.6392
3.5356
-0.242
-0.8916
-0.1474
1.5636
1.1366
-0.13
0.1091
-1.1987
-0.6577
2.4525
-2.665
0.1913
-1.4665
2.5898
-0.1649
-0.1864
1.3355
-1.2695
-0.6093
0.982
-0.2791
-1.0385
3.0468
0.5263
0.1856
-0.205
0.3804
0.217
-0.0091
-1.4126
0.9882
-0.7699
0.0847
2.2566
-0.4436
-0.0261
-0.0428
-0.236
2.2998
-0.6994
0.3936
-2.4574
1.6944
-1.3155
0.8026
0.7604
0.0344
0.0302
-0.7137
-2.602
-0.3796
-0.2714
-0.7099
0.0192
0.08
0.3002
-0.3191
-1.3441
0.1707
-0.1186
0.2131
0.2502
0.7955
0.4512
-0.1816
-0.0716
-1.052
0.5245
0.0174
0.944
2.2508
-0.512
-1.4659
1.3972
-0.206
-0.0791
-0.6582
-0.9704
1.2437
1.1494
-1.064
-0.1498
-1.6301
0.2177
0.0085
-0.7881
0.0811
-0.5815
-1.2118
-1.1092
1.4829
-0.1401
1.0597
0.1534
0.1298
2.8173
-0.3352
-0.2552
-1.5273
-1.8423
0.3647
1.3633
-1.1903
-0.7031
-0.9056
-0.5112
1.4457
0.0465
1.0881
0.1998
-0.0573
-0.6886
-0.1857
-1.1577
-1.0353
0.7987
-0.3548
-0.0193
0.137
5.513
-0.8478
0.362
-0.4265
-1.74
0.8828
1.8683
-0.467
-0.2602
1.0167
0.682
0.081
-1.6202
1.0062
3.1101
-0.4162
2.2567
0.8086
-0.2458
0.3865
0.0206
-0.3032
-0.3478
0.2158
0.2572
1.1385
0.2425
-0.5651
-0.7073
1.1958
1.2126
0.7913
-0.5333
-1.5152
0.7152
0.0279
1.6619
-0.7999
-0.0405
-0.1782
-0.0195
0.8092
-1.1394
1.0066
1.1362
1.0551
0.1295
-0.3546
-0.0823
1.1211
0.9033
-1.3326
-0.0917
0.2582
0.2053
-0.3688
-1.8114
1.3988
-1.4033
-0.6284
-0.4049
0.3311
-1.4359
-0.4686
-0.9288
0.0902
0.055
-1.381
-1.3103
0.6103
0.0609
-2.4327
0.5688
-0.1658
0.9583
-1.1171
-0.2105
-0.3026
1.9636
0.7471
0.403
-1.9007
-0.065
-0.9774
0.5493
2.3984
1.2967
0.0819
-1.562
-1.1213
0.2664
0.3654
-0.5142
-0.4688
-0.4624
-0.4936
-0.6599
46.066667
1
352
61.32
MASTECTOMY
Breast Cancer
Breast Invasive Ductal Carcinoma
Moderate
1
claudin-low
1
Positve
Negative
3
NEUTRAL
Negative
Ductal/NST
1
Post
4ER+
Left
0
4.026
IDC
Negative
1
ER-/HER2-
13
1
Died of Disease
-1.8412
-1.2318
-0.1739
-1.0012
0.3063
0.7284
1.1914
-0.6078
0.3704
-1.1355
-0.0481
-1.1212
-1.122
-0.0631
-1.0044
0.167
0.4101
-0.477
-0.6925
-0.3797
0.8014
-1.0246
0.7145
0.7324
-1.4645
-0.9257
-0.1836
-1.4902
-1.1115
-0.6531
-2.3099
0.647
1.3052
-0.1709
0.5184
-0.5183
2.6455
-0.0348
0.115
-0.4969
-0.099
1.2337
0.8227
-0.9134
-0.6421
0.3641
-0.5408
0.6946
2.7771
1.1462
0.2991
-0.231
0.9237
0.19
0.2361
-0.892
1.365
0.6585
-0.3002
-0.0173
1.5138
-0.1251
-1.6885
-0.8033
0.2787
0.2682
0.6919
-0.558
0.6859
0.5567
-1.3038
-0.2693
0.1019
-0.4252
-0.5159
0.8951
-0.5985
0.5732
-1.9893
0.3536
-1.9851
-1.0558
-0.3483
-0.0894
-0.4565
0.1641
-0.5133
0.1176
-1.2579
0.1373
0.074
-0.8912
-1.3232
-0.7227
-0.7493
-0.316
-0.4609
0.2506
1.7302
-0.5634
0.26
-1.3414
-0.5687
1.21
-0.3145
0.0359
-0.4493
-0.6895
0.4646
-1.594
-0.0437
1.772
-1.2166
0.2551
0.3499
-1.9954
-1.4192
-0.4847
-0.7968
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0.784
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0.464
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0.1192
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0.8445
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1.0741
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0.5291
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1.8934
0.0225
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1.2427
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-1.3697
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0.772
-0.4288
0.5901
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-0.0289
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1.5297
0.417
2.3954
-0.6438
2.065
0.4888
0.0115
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0.5943
1.2139
0.3453
1.5386
-0.3536
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-0.7516
-1.9921
-0.9195
0.4912
0.4411
-0.3969
1.2129
1.0578
-0.6835
-0.7514
-0.2022
-1.0609
-1.9216
-0.2794
0.658
-0.3379
-0.0603
-1.4044
-0.2146
0.0772
-0.6371
-0.4473
0.5202
0.267
-1.3783
0.1303
-0.4039
-0.4239
0.8146
1.5629
-0.0751
0.3314
-0.7268
-0.0565
-0.0097
-1.4295
-0.4529
1.5476
0.5423
-0.5572
1.3806
0.2797
0.8846
1.2602
-1.1562
0.8737
-0.1381
0.9054
-0.4397
-0.8455
1.4965
-0.8723
1.5079
1.259
-1.4045
0.2299
-0.2289
0.9919
-0.9409
0.6315
-0.5444
-0.0661
-1.2282
-1.7795
-0.3057
-0.9317
1.8831
0.2704
-0.0595
0.6808
1.2904
-0.1451
-0.2507
0.3698
0.0222
0.0855
-0.4758
-1.0957
0.0829
0.5191
-0.4285
0.8185
4.4345
-0.3167
0.2841
-1.5825
0.4365
-0.1137
-0.3356
0.0063
55.2
1
353
86.26
MASTECTOMY
Breast Cancer
Breast Invasive Ductal Carcinoma
High
0
LumA
1
Positve
Positive
2
NEUTRAL
Negative
Ductal/NST
1
Post
7
Right
6
5.08
IDC
Negative
1
ER+/HER2- Low Prolif
40
2
Died of Other Causes
-0.0871
-0.4942
-1.8149
-0.2296
-0.5091
-0.3778
-0.8221
-1.6499
0.4624
-1.2892
1.1105
-0.8019
1.5863
-0.3497
-0.1069
1.5194
1.8879
-1.3216
1.1178
1.3291
-1.1033
-1.1127
1.9661
-1.2419
0.0668
0.0481
-0.441
-1.1349
-0.5313
0.2904
0.1901
-0.6064
-0.7569
0.0192
0.3559
-1.6337
0.9449
0.4999
-0.8766
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1.0866
-0.4961
1.1995
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0.1181
0.7011
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1.2489
0.6304
0.5472
0.9098
0.593
-0.7237
0.465
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0.7654
-0.0805
1.0085
0.0427
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0.6853
0.0961
1.5085
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0.9637
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1.826
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0.794
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0.7577
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0.9838
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0.8827
0.215
0.1042
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0.9165
-0.7735
1.0592
-0.7071
0.154
-0.1398
1.2524
-1.2095
1.2019
1.1377
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0.2045
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1.6095
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0.512
0.3906
1.2502
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2.7931
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0.5575
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0.7605
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0.8697
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0.112
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0.1862
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0.1592
0.5509
0.0648
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0.9621
0.301
0.4313
-0.1899
0.8059
-0.8652
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-0.5249
-0.3363
-2.2943
-0.4875
-0.9274
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-0.1373
-2.7215
1.4565
1.277
-2.6952
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1.1261
0.286
0.6233
1.1683
-0.6361
1.2492
-0.3033
0.1169
0.4152
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1.5969
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0.4877
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3.4027
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0.3801
0.3728
0.306
0.919
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0.4674
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0.5944
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0.3407
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0.4769
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1.2741
0.3455
0.2188
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0.6441
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1.198
0.9062
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1.7091
2.5762
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1.5593
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1.7632
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2.0352
0.1827
1.5436
1.1399
0.3407
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0.1789
0.5352
1.7487
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1.7039
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1.2533
0.0145
1.8908
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0.6615
0.7327
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1.1418
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0.4522
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0.3374
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0.779
0.8353
0.7551
-0.6077
-0.2915
-0.6894
0.2005
-0.2889
-0.5317
-0.1828
0.9394
1.1151
1.2364
0.9108
1.1464
-0.5605
-0.2002
-1.2839
1.3198
1.4403
-0.4699
0.304
-0.6636
-0.7919
0.603
0.9733
0.3703
0.4494
-0.3214
2.3184
1.3749
0.7895
0.5177
-0.111
-1.4167
0.1383
0.8096
-1.1334
0.2431
-0.4199
2.1196
2.2118
0.7817
1.0465
0.3617
-0.7298
0.137
1.4825
1.4173
-0.8692
0.0557
-1.548
0.5624
-0.3484
-0.4764
1.2796
0.8741
0.4514
0.1907
-1.0626
2.3054
-0.4257
0.8512
0.7736
-0.746
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3.5325
0.1679
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0.6305
-0.5881
-0.6725
-1.0011
-0.0566
0.6033
1.0253
0.2945
1.0134
-0.3412
-1.176
-0.8349
-0.5207
-0.7986
41.833333
1
354
73.01
MASTECTOMY
Breast Cancer
Breast Invasive Ductal Carcinoma
High
0
claudin-low
1
Negative
Negative
3
NEUTRAL
Negative
Ductal/NST
0
Post
4ER-
Left
3
5.034
IDC
Negative
0
ER-/HER2-
17
2
Died of Disease
0.3649
-0.8691
-0.1079
-0.3564
-0.1833
1.8025
0.973
-0.5986
-0.2388
-0.3992
-1.0943
-0.361
0.3125
0.3164
0.2357
0.2154
-1.0984
-0.554
-0.2638
0.6535
1.7345
-0.2126
0.6934
0.4617
0.3066
-0.3547
0.4872
-0.8253
-0.5742
-1.6129
-0.7382
0.62
1.2691
0.0646
0.6512
-0.5167
-0.9552
-0.0569
-0.7186
0.3358
0.3223
2.7206
0.2045
-1.5169
0.458
1.0057
-0.9035
1.3311
2.1474
1.5789
1.1538
0.4418
1.1473
0.3701
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1.0759
0.6758
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-0.2849
-0.4814
0.5839
0.6228
-1.0606
0.7573
-0.1794
-0.3821
1.3941
-0.3955
1.7181
-1.1896
-0.941
-0.4253
1.1602
0.174
-0.7217
-1.0293
-0.102
0.2617
-0.2724
0.5935
0.0316
1.0495
-0.5703
-0.4076
0.6711
-1.106
-1.7935
-0.5782
0.9401
-0.3695
-0.4837
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0.641
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1.9311
1.5923
1.0383
0.1903
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1.1788
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0.7114
0.023
0.0842
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0.1656
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0.2757
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0.5914
0.0211
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1.9671
0.1472
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1.6266
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0.8681
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0.1291
2.5926
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0.7487
1.6621
0.1859
0.2599
0.801
0.7272
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0.4782
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0.5539
2.2538
0.3331
0.0372
0.3637
2.2488
1.1409
0.7961
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0.7425
0.0566
1.3343
2.0243
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0.2254
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0.3333
0.4301
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1.4479
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0.0093
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0.3018
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0.8571
2.3929
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0.4525
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0.3104
0.4356
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0.494
0.0662
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1.3343
0.2972
1.6337
0.2038
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0.4252
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0.0484
0.0939
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0.575
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1.2625
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1.0945
1.4918
1.1053
1.4098
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0.9705
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0.0452
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0.663
0.3887
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0.8679
0.6151
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0.2114
0.1111
0.3176
1.2311
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0.2897
0.179
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0.7013
0.8752
1.5221
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1.2961
0.1419
0.0542
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1.8242
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0.4172
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0.096
1.4121
0.1299
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0.3607
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2.4346
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-0.1336
-0.724
-0.4536
2.0858
-1.3715
-0.601
0.609
0.0914
2.3904
-0.9678
0.9152
0.999
0.5659
-0.7304
1.4323
-0.5451
0.2153
-0.3258
-0.3153
-0.7849
1.7264
-0.7382
0.3815
-0.4446
1.7223
-0.3543
0.3385
2.2545
0.3585
0.5821
-0.5845
-0.6556
0.8893
-1.0999
-0.3824
-0.6742
1.6187
-0.2809
-1.46
-0.8074
0.1476
0.0377
0.2436
-0.8649
-0.8319
-0.4298
-1.6647
2.0823
0.3662
1.8849
0.3054
-0.3747
-0.2688
0.7558
-0.3886
-0.4964
-0.511
-0.981
0.2608
0.0632
0.2782
0.2177
0.633
0.6202
1.1619
-0.163
0.7071
-0.4525
-1.4682
-0.0024
1.1244
1.5495
-0.3693
-0.3863
0.2549
-0.073
-0.039
-0.8483
0.6788
-0.8534
-1.3229
0.3544
-0.6784
1.0345
-0.1424
2.0066
-0.8915
0.1291
0.0286
0.1705
-2.1173
-1.1028
0.4536
-0.519
-0.7812
-0.8312
-0.3586
-1.1136
0.9396
0.0695
0.8451
-0.4305
-0.3389
-0.034
0.3848
0.3644
-0.5683
-1.336
-0.0922
-0.0693
0.1885
-1.0173
0.2825
0.074
1.2314
0.9963
-0.5378
1.2714
-0.519
-0.9103
-0.0718
0.0619
-0.5275
11.6
1
356
58.16
MASTECTOMY
Breast Cancer
Breast Invasive Ductal Carcinoma
Moderate
0
LumA
1
Positve
Positive
2
NEUTRAL
Negative
Ductal/NST
0
Post
8
Left
0
3.032
IDC
Positive
0
ER+/HER2- High Prolif
16
2
Living
-0.2927
0.297
-0.5797
-0.0276
0.1294
0.2923
-0.5892
-0.8734
0.0447
-1.0118
0.5793
-0.8984
0.7976
0.9301
0.3353
-0.1391
0.6531
0.0574
-0.0388
0.414
-0.6901
-0.6486
-1.0762
-0.0737
-0.6018
0.0363
-0.5788
0.012
-0.3378
0.4117
0.4952
-0.4221
0.237
0.3898
0.3703
-0.5324
0.6022
0.7321
-0.379
-0.3983
-0.6682
-0.449
-0.9004
0.4633
-0.2118
0.251
-0.4997
-0.6857
-0.9241
-0.2342
-0.6215
0.7703
-0.6699
-0.0749
-0.3737
0.0606
0.0664
-0.9108
1.6346
0.6443
0.2081
-0.2331
0.0076
-0.1912
0.2613
0.8952
-0.3816
-0.2763
0.3919
-0.0954
0.9018
-0.5671
-0.8653
-0.6003
-0.1561
0.3507
0.2671
0.3776
-0.3953
-0.2904
-0.6714
0.3246
-0.3173
-0.0536
-0.3443
-0.514
-0.6944
-0.4663
0.5742
-0.1834
0.3104
-0.2208
-0.6404
-0.498
0.8323
-0.4742
0.2344
0.8509
-1.1256
-0.1653
-0.632
0.2531
-1.1116
0.7999
1.0699
-0.4931
-0.5156
-0.1855
0.9271
0.046
-1.8255
-0.1013
0.0666
0.0361
0.805
-0.8113
-0.3249
-0.6056
-0.6914
-0.4207
-0.9488
1.2535
-1.1358
0.169
0.1164
0.8679
-0.0708
-1.1231
-0.5412
0.2263
-0.4431
0.1646
0.0919
1.0592
-0.3905
0.0475
-0.0773
0.1936
1.1941
-1.0754
-0.2853
0.9198
-0.6164
-0.8326
0.3897
0.5233
0.8956
1.3881
0.3681
-0.6305
0.3978
0.0523
-0.6867
0.2533
-0.2693
-0.7784
-0.534
0.1579
-0.2962
1.266
0.3313
-0.0269
-0.7463
0.7224
0.2079
-0.5291
-0.7268
-0.2264
-0.3281
-0.2282
-0.5377
0.6387
0.4842
-0.2863
-1.1862
0.4159
0.0031
-2.0593
-0.0747
-0.6128
0.098
-0.3255
0.0201
0.0893
0.0174
-0.6055
-0.7094
0.3018
-0.3598
-0.1538
-0.7965
0.5257
0.0762
-0.2666
-0.4601
-0.4817
0.8181
-0.4303
0.1438
0.0532
-0.1272
0.5716
-0.5714
0.4888
1.0266
1.4198
1.2747
-0.1795
1.0053
-0.3136
-0.537
1.1238
-1.4976
-0.88
0.9302
-0.7953
0.4913
-0.2372
-0.1761
0.4397
0.1161
-0.1779
0.7955
0.1176
-0.8672
-0.601
1.1783
0.386
-1.419
-0.078
-0.7667
-0.012
0.314
-0.0509
-0.5848
0.644
-0.1387
-0.0779
-0.4862
-0.6133
0.99
-0.7231
0.3767
-1.1029
-0.0999
-0.6756
-0.0081
-0.1715
0.379
-0.5827
1.0942
-0.6255
-0.1717
-0.4145
0.5817
-1.0837
0.2755
0.694
0.8291
0.7687
-1.9034
-1.0386
-0.5159
-0.3037
1.157
1.4711
0.0847
-0.5719
0.0531
-0.0598
0.1226
0.9984
-0.5253
0.7804
0.1878
-0.2308
-0.2533
-0.0971
1.1582
-0.3282
0.4793
-1.1282
-0.752
-0.5849
-0.4499
0.6324
-0.3891
-1.4691
0.7074
-0.5791
-0.4013
-1.0486
-0.4628
-0.1745
0.9291
0.4354
1.689
1.0662
-0.0745
0.7163
-0.1997
-0.5554
0.6967
0.81
1.0803
0.993
-0.0403
0.8555
-0.3446
-0.2859
-0.0115
-0.3393
-0.9502
-1.0001
-0.5963
2.2137
-0.3265
1.0402
-0.1588
1.0076
-0.2239
-1.6537
-0.2307
-0.2607
0.3092
-0.4449
1.1799
-0.5078
1.705
-0.0851
-0.934
0.2997
-0.4443
0.5151
-1.1795
0.9133
-0.7429
0.4905
0.5242
0.9359
-0.0148
0.2207
0.3393
-0.5683
-1.0582
-0.1235
-0.4693
-1.1903
-0.6096
0.1908
1.3562
2.1497
-1.0371
0.0778
0.6678
-1.0559
0.3119
-0.4864
0.4969
0.4571
-0.6738
0.2772
-0.1672
-0.1775
-0.3588
-1.0045
0.0922
-0.526
-0.3219
0.4163
0.1228
1.3569
-1.2274
0.7931
0.5934
-0.1494
0.1724
-0.6064
-0.3037
-0.3943
-0.0978
0.0714
0.4948
0.5177
1.5315
-0.0149
-0.2611
-0.3651
0.1511
0.8178
0.7107
1.0014
2.2107
-0.2848
-0.0096
1.3457
0.0553
-1.4594
-0.1439
-0.822
-0.4343
0.3004
0.0967
0.7988
-0.5844
-1.1274
1.0505
-1.0346
-0.1656
-0.7571
-0.2209
-0.2634
0.4537
0.5353
1.4159
0.3799
-1.1478
-0.0742
-1.7234
-0.2819
-0.2
1.2736
-0.2892
-0.3924
-2.1758
-0.1945
-0.5061
1.5485
0.4611
-1.2434
0.4522
0.1983
0.0453
0.917
-0.1497
-0.0199
-0.4157
-0.8144
0.1264
0.0745
1.294
-1.0193
0.8563
1.8074
-0.4554
0.1713
0.0892
-0.3782
0.7293
0.2695
-0.2741
-0.3349
-0.1238
-0.3484
2.1412
-0.5004
-0.1223
1.0928
1.1778
0.2025
0.581
-0.9487
-0.6585
0.8059
-0.1912
-0.1595
-0.6358
-0.4817
0.3855
0.7937
0.5244
-0.5616
-0.192
-0.7722
-0.5825
0.263
0.0573
0.7129
0.3431
-0.1456
-0.5459
0.5458
-0.0167
-0.483
-0.4764
-0.7304
-0.2689
-0.4546
1.8713
213.5
0
358
57.87
MASTECTOMY
Breast Cancer
Breast Invasive Ductal Carcinoma
Moderate
1
LumA
1
Positve
Positive
3
GAIN
Negative
Ductal/NST
1
Post
9
Right
2
5.052
IDC
Positive
1
ER+/HER2- High Prolif
26
2
Living
0.083
1.0802
-1.6215
-0.5841
-1.103
0.3711
-0.0699
1.4509
0.9435
-0.4236
0.3543
0.205
0.1578
-0.8396
-1.337
0.3114
-0.2163
0.4588
-0.6563
-0.7658
1.2424
0.087
0.3936
0.3898
-1.3392
0.515
0.1914
0.9529
0.4743
-0.5734
0.3737
-0.0307
0.8662
-0.5334
-0.0598
1.4268
-0.0008
-0.6834
1.6127
0.9097
0.1077
0.2757
1.8629
-1.1305
0.3703
-0.2212
0.3316
0.1056
0.4404
0.457
0.4854
1.0455
0.0546
-0.0816
0.229
-0.4948
0.1787
-0.6337
-1.5922
-1.4127
0.7891
-1.9479
0.3221
1.325
-1.3242
0.9215
-0.545
0.3871
0.0374
-0.4026
-1.0872
-1.2655
1.2306
-0.0934
0.2429
1.2318
1.0037
-0.7441
0.1302
0.4338
-0.4723
-0.4979
1.1028
-0.5965
-0.0684
0.171
-0.7892
-0.9009
-1.4636
-0.0811
0.1953
-0.1317
0.2461
-1.8941
0.569
0.1134
0.357
-0.8045
1.0476
0.2109
1.4229
-1.3407
-1.0725
0.9566
0.9412
-0.5237
0.3354
0.4435
-1.359
0.6636
-0.2272
-1.1303
-0.2489
0.2768
-0.4653
-0.293
0.5026
-0.7311
-1.0679
0.2111
0.6508
-1.5549
-0.4847
0.5354
-1.3478
0.0671
-0.0254
1.6874
-0.224
-0.5691
0.9231
-0.0982
-0.4219
-0.3361
1.1124
-0.8279
0.6577
-0.7889
-1.4886
-0.9451
-0.0164
-0.4422
0.995
-0.8241
0.47
0.4191
-0.3267
-0.7335
0.7286
-0.5348
-0.2166
0.5773
-0.0578
-0.2562
-0.1333
-0.714
0.3442
-1.0329
0.5098
-0.1841
1.7249
0.3697
0.2895
0.59
1.6661
0.09
0.6628
0.4413
0.5185
1.6513
-0.0129
-0.4437
-1.1742
-0.6412
-0.5412
-0.5095
-0.3538
-1.8064
1.4705
-0.241
-0.5331
-0.8886
-0.2887
-0.0121
-0.2031
0.5657
0.8132
-1.6405
-1.236
0.2832
0.2325
2.8207
0.6964
0.4098
-0.5763
1.3443
-1.391
-0.4368
-0.1632
1.1936
1.1112
0.3651
0.031
-0.6
-0.0617
0.6542
0.9574
0.3006
-0.6655
0.4508
-0.7718
0.4757
1.3735
-0.0239
0.6683
1.3379
0.3355
-0.3648
-0.8897
-0.1187
0.0626
-0.1075
-0.4413
0.9283
0.6435
-0.124
-1.0113
-1.3045
-0.0337
0.2283
0.6412
-0.8124
0.8225
0.7202
-0.7447
0.2764
-0.1533
0.5876
0.0445
0.552
-0.577
-0.465
0.8742
-0.7828
0.719
-0.7357
-0.6685
-0.9194
0.2299
0.1328
0.1961
0.0286
0.9232
-0.6723
1.9746
-0.1557
-0.2
-0.6763
-0.2696
0.8244
0.6181
-0.6707
0.8633
-0.5928
0.4318
0.5186
-0.1652
-0.0274
0.5428
-0.4024
-1.5707
-1.1657
0.52
-1.2866
0.1299
-0.9379
0.0467
0.7501
-1.6782
0.4281
-0.3715
-0.7453
-0.6427
0.9317
1.0372
0.7356
-0.0196
1.4605
0.0628
0.358
0.2393
-0.6043
0.1615
0.9614
0.9504
-1.1078
0.1547
-0.7894
-0.3872
1.9917
0.1005
0.1636
0.471
0.158
-0.4201
-1.9127
-0.068
0.249
1.323
0.3396
-0.4628
-1.4309
1.6713
0.7428
-1.1003
-0.6658
-1.0018
-0.1567
0.819
-1.1925
1.2695
-0.0643
-1.8843
-0.6623
-0.7067
-1.5985
0.1128
0.1877
-1.9103
-0.6705
0.6996
0.7476
0.1512
0.9505
0.4624
-0.159
2.9361
0.6865
-0.8587
-0.2194
2.1088
-0.6588
-0.7418
0.4396
-0.3389
-0.9836
-0.8295
-0.0253
0.2311
-0.9047
-1.0148
-0.2977
-0.4629
-0.7078
-1.1883
1.6444
1.9176
-0.1592
0.7979
-0.1732
1.132
-0.2453
-0.6618
0.0729
-0.0654
-0.8916
-0.5686
-0.9118
1.5885
-0.3326
-1.64
0.5042
0.8521
-1.6022
1.2333
-1.1371
2.0226
-0.5334
-0.001
0.0479
0.0799
0.1863
0.3711
-0.7651
-1.1332
-0.4221
-0.9254
-1.6942
-0.1782
0.0555
1.2736
-0.3621
0.3154
-0.4788
0.2696
0.5659
-0.0774
-0.3234
0.6945
0.2292
-1.261
0.1346
0.6789
-0.0993
-0.0707
1.5796
0.3628
-1.1274
0.4318
1.5761
-0.1367
0.037
-1.1015
0.99
0.1066
0.3316
0.4144
-0.5691
0.4981
0.5937
-0.3265
1.6768
-0.3761
0.0325
0.8614
1.8786
-0.5594
-0.2374
0.0451
-0.2539
0.4023
0.1268
0.0996
1.1547
0.5139
-0.4353
0.5065
-0.1877
-0.4242
-0.8176
0.364
-1.2331
2.4222
1.4182
-1.4852
-0.0772
0.356
-0.5219
0.8151
2.3694
0.0998
1.0692
0.0061
0.4723
-0.9989
-0.6119
0.529
0.643
1.2713
-1.7852
-0.482
-1.1347
0.7005
-1.2297
-0.5446
0.0394
1.4713
0.8496
-0.2945
-0.5092
-0.1299
0.4902
0.4389
-0.5955
0.0819
-1.6484
0.6402
-0.3369
-0.6077
0.2132
0.4743
-1.1862
-0.0203
1.6392
0.1642
0.6491
-0.6479
0.0292
1.1952
32.866667
0
359
44.21
null
Breast Cancer
Breast Invasive Ductal Carcinoma
Moderate
0
LumA
1
Positve
Positive
2
NEUTRAL
Negative
Ductal/NST
0
Pre
3
null
0
3.044
IDC
Positive
1
ER+/HER2- Low Prolif
22
2
Living
-0.7243
-0.6431
0.6428
0.7629
0.0146
-0.2876
0.7519
-0.3801
0.8054
0.2073
0.0309
0.0206
-0.642
-0.4447
-0.3275
-0.5967
-1.0649
-0.5018
0.9921
0.1376
0.9602
0.1021
1.5402
-0.5847
-0.9653
-0.5717
-0.1905
0.0613
-0.496
0.0242
0.0885
0.2947
0.7996
-0.9049
0.221
0.9354
0.6718
-0.4633
0.6213
-0.5644
-0.0848
1.1341
-0.306
-0.1017
-0.6332
-0.3599
-0.8414
0.6337
1.1767
0.6378
1.4173
0.9456
0.3406
0.1309
-0.2395
1.5173
-0.1461
0.3412
-0.8379
0.571
-0.5752
-0.7603
-1.3579
0.8481
-0.6482
1.3245
-0.4513
1.099
0.3668
0.4277
0.2926
-0.1915
-0.047
-0.0762
0.4301
-1.4016
-0.1374
-0.533
1.1517
-0.712
0.591
0.7337
1.1181
-0.346
0.4033
-0.1358
0.1833
-0.5219
0.7407
0.5999
1.0766
-0.2525
0.2987
0.1333
0.5814
0.162
0.5425
0.2699
-0.5163
-0.6828
0.2229
-0.7718
1.2734
-0.5407
0.5762
-0.2759
0.1344
0.1265
-0.0988
0.234
-1.1598
-0.5106
-0.1826
2.1071
-0.8428
-0.1347
1.4418
0.2079
-1.3169
1.1745
-0.5963
-0.0759
0.1105
-0.9775
-0.7472
0.91
-0.0999
0.1071
0.2842
0.3098
0.4136
-0.2345
-0.0345
0.7156
0.2196
-0.289
0.7674
-0.4326
-0.7029
0.3612
0.1377
-0.7087
-0.1226
0.2082
0.8357
-0.3138
-0.5005
0.5688
1.0571
-0.061
-0.0027
0.0967
0.3396
-0.8937
-0.5331
-0.6187
-0.2822
0.4427
0.7243
-0.6864
0.7606
-0.2764
0.4977
0.5918
0.2642
1.0133
-0.0187
-0.189
-1.2673
-0.3471
-0.4297
-0.531
-0.9996
0.159
-0.1105
-0.1541
-1.3992
-0.4973
-0.2122
-0.2709
-0.8086
0.1034
0.9752
-0.3183
-0.1402
-0.0721
-0.6657
-0.1556
-0.2683
0.0091
0.4422
0.3325
0.0162
0.1113
0.0514
0.9266
-0.8461
-0.6133
-0.0739
-0.8193
0.0952
1.1392
-0.2544
-1.524
-0.4569
-0.04
0.0706
-0.7876
-0.8151
0.4889
-0.1613
0.3734
-2.1091
-0.3997
0.2504
-0.2964
-0.2848
0.2014
-0.2834
-0.3556
0.9077
-0.0308
0.6267
0.8254
0.2588
0.1557
0.519
0.3587
-0.7402
0.4186
-0.4693
0.1845
0.8976
-0.8917
-0.1984
-0.864
0.8464
-0.1713
0.85
-0.541
0.5735
-0.0075
-0.11
0.1016
-0.2163
-0.6756
-0.0874
0.0097
-0.3688
-0.334
0.1856
-0.9623
-1.062
-0.9629
0.4041
0.3305
0.3941
-0.5976
0.2795
0.3835
1.1534
0.248
-0.3974
-1.1983
0.8683
-0.7569
0.7875
-0.2884
0.5655
0.4954
-0.4327
-0.7155
-0.3086
1.1165
0.3324
-0.0681
-0.1729
1.5711
0.5686
-0.4479
0.7253
-0.2802
0.3963
-0.7826
0.3053
0.3092
-0.4378
0.308
0.2178
0.0891
1.6552
0.5687
-0.0677
0.1405
-0.7895
-0.5847
0.232
-0.9332
-0.2643
0.0694
-0.236
-0.5237
0.9661
-0.5039
-0.5646
2.3226
-0.6177
-0.3843
0.0366
1.1674
-1.276
1.1845
0.1597
0.4665
0.4091
0.2758
0.5346
0.5905
-1.3631
-0.465
0.07
0.3517
-0.0009
-0.7962
-0.5989
0.3682
0.5296
0.8737
0.0022
0.5636
-0.8089
-0.7039
-0.2682
0.7146
1.3693
0.6207
-1.4601
0.3376
0.3224
0.3281
0.6493
-0.0165
-0.0667
-0.8735
3.0926
0.0742
0.8733
-0.3323
-0.5155
-0.102
-0.1802
0.2605
0.5125
0.1032
-1.3882
0.7047
1.6368
-0.4561
1.3984
0.5194
1.2726
0.183
-0.3783
-1.4751
-0.3983
0.269
-0.0537
-0.2636
0.2983
1.1602
0.4486
1.2385
-0.485
-0.832
-0.7451
-0.6416
0.575
0.7536
0.7888
-0.1962
-0.4009
-1.3764
0.0194
-1.0661
-0.7063
1.1553
-1.8563
1.0944
-0.8728
0.1723
-1.0967
-0.7478
-1.1381
0.472
0.6856
0.7851
-0.5759
0.8552
-0.7948
-0.5271
0.9232
0.5585
0.3654
0.4226
-0.5748
0.7869
0.7862
0.3322
-2.0023
0.3062
-0.0949
-0.1207
-0.4003
0.0432
-0.7103
-0.9835
0.8371
-0.7906
-0.4227
-0.419
1.152
0.1824
-0.0902
-0.5289
0.4864
-0.2981
1.092
0.1649
0.2522
-1.3351
-0.0253
0.9173
0.2045
-1.0059
0.4701
-0.22
0.3103
0.3593
-0.7128
-0.3208
-0.3935
0.5711
0.1339
-0.2108
-1.1587
-1.1363
-0.0447
0.4242
-1.3465
-0.9593
-0.6782
0.7099
-0.1606
0.2657
-0.181
-0.0059
0.0945
-0.0731
-0.475
-0.4358
0.4261
0.2356
0.0315
-1.1579
0.4441
-0.6295
0.0405
-0.0413
-0.8292
-1.515
0.8123
0.0828
0.6477
0.1804
-0.4482
0.5867
0.4051
-0.1382
0.4002
-0.5579
0.2749
-1.1932
-0.4199
-0.6977
0.3119
-0.6544
-0.7474
0.489
-0.7525
21.6
0
360
83.58
MASTECTOMY
Breast Cancer
Breast Invasive Ductal Carcinoma
High
0
LumB
1
Positve
Positive
1
NEUTRAL
Negative
Ductal/NST
1
Post
7
Left
2
3.1
IDC
Positive
1
ER+/HER2- High Prolif
50
2
Died of Disease
-0.4846
0.3158
0.4265
1.069
0.831
0.4838
0.3523
-0.288
-0.2042
0.8143
0.2704
-0.1273
0.7199
0.0341
-0.4366
0.0086
-0.5115
0.3752
0.7111
1.1997
2.6891
-0.2498
-0.2331
-0.3144
0.1719
0.5865
-0.3909
0.6505
-0.6067
1.6158
0.5766
-1.1235
-2.2923
-0.4926
-0.9619
0.322
-0.7469
0.6286
0.1715
-0.402
0.3096
-0.9404
-0.1648
0.7875
-0.1301
0.389
-0.1068
0.0256
-0.6631
-0.1976
0.0874
0.0143
-0.4958
-1.8361
0.2098
0.8429
1.1909
-0.8971
-0.5996
1.6914
-1.1468
-0.8695
-0.5548
1.4322
-1.915
0.3271
-0.7291
0.371
-1.4521
-0.8914
0.9568
0.3575
-0.2159
-1.1144
1.6026
-0.6854
-1.8547
0.1974
0.3663
0.2112
-0.8999
-1.5115
0.082
0.055
-0.2426
-0.5508
-0.7496
-1.2064
0.3291
-0.3683
-0.1454
-0.5874
0.3334
0.1069
0.5576
1.725
0.4847
0.2515
-0.2411
-0.5651
0.2367
-0.4526
0.4062
-0.6458
-0.0744
0.1269
-0.6953
-0.2432
-0.0043
0.8138
-0.4952
-0.7555
-0.7624
-0.8652
-0.8412
-0.0991
1.3506
0.7383
-0.6386
-0.4793
0.0291
1.4058
0.9524
-0.3355
-0.4874
0.1061
-0.2812
1.0471
-1.4027
0.0002
-1.3146
-0.4718
1.089
2.2897
-0.1648
-1.6248
-0.647
0.4561
1.1755
0.6327
0.5983
2.7524
0.0723
1.8101
1.0282
-1.1741
-0.9051
0.3453
-1.5033
-0.0825
0.4585
2.7063
-0.652
0.6487
-0.1926
-1.0423
-0.1184
1.1048
0.2915
-0.719
-0.1784
-0.52
-0.9469
-0.6774
0.7628
-1.1824
-0.2097
1.8345
-0.304
-0.3727
-0.3461
-0.2868
-0.2024
-0.8964
0.3507
-0.0739
-0.5144
0.4396
0.4183
-0.2969
0.5319
-1.4511
-1.6826
-0.258
0.5058
-0.4839
0.1175
1.1491
0.5298
-0.392
-1.9131
-0.3016
-0.5554
0.8103
-0.2593
1.6345
0.5333
-0.8526
-0.098
-0.5077
-0.6541
1.7356
-0.4526
0.8694
-0.219
-0.7203
-0.5722
-0.4339
1.324
0.1758
-0.3405
-1.1852
0.4939
0.5226
-0.5082
-0.5256
-0.405
0.6135
-0.6324
-0.5801
-1.0233
-0.5524
0.0875
-0.5097
-1.0464
-0.8389
1.4865
-0.3013
-1.0911
-0.8941
-0.5352
-1.2473
-0.9314
1.0364
-0.6787
-0.8544
-0.1628
1.6717
-1.2375
-0.1036
0.1771
0.3966
-0.112
-0.3764
-0.9941
0.0123
-0.8047
0.0608
-1.1917
-0.2127
-0.5878
-0.3321
0.1232
2.6169
1.4519
1.099
1.2751
0.1462
0.4947
0.3039
-0.6183
-0.7042
0.0503
-1.6848
1.5321
-0.5647
-0.4162
0.241
-0.6843
-1.0746
-0.9206
-0.4615
0.0829
1.4691
-1.3784
0.0593
0.1346
1.1563
-0.0602
-0.132
1.4302
-1.164
0.691
-0.9121
1.2802
-0.6104
-0.1414
1.3547
0.2316
-1.0815
-0.4388
-1.4106
0.0565
-0.5114
0.099
-1.7921
-0.1327
-1.2214
-1.1965
1.9781
0.1032
-0.3464
0.2496
0.0905
-1.4595
-0.6975
-0.3162
-0.0172
-0.7799
-0.8911
-1.1927
1.0258
0.51
1.3138
-0.4937
-0.1997
0.5882
-0.7405
-1.1328
0.9407
1.0233
0.4048
-0.9836
-0.4099
1.1344
1.6236
-0.3846
0.7804
0.2896
1.1197
-1.6449
0.9713
0.2289
0.0701
0.2201
1.3143
1.5729
-0.4831
1.0591
1.8464
1.1089
-2.1843
1.2248
-0.2638
-0.4216
-0.0005
-0.7693
-1.0732
-0.7654
0.2607
0.457
0.3522
-0.0511
0.2099
-0.8724
1.2014
-1.5768
-0.3132
-0.8687
-0.8287
0.2547
0.0783
-0.7993
20.1984
0.2077
-0.0486
0.4578
0.3272
-0.705
-0.4007
-0.0178
-0.1387
-0.939
0.6753
0.7175
1.7295
-1.4017
-1.0457
0.2448
-0.0905
-0.1548
0.6241
0.2212
-0.9023
-0.4303
0.1894
-0.7
-0.0162
-0.6626
0.7128
0.0527
0.1945
1.9593
-0.4579
1.3992
1.0741
0.0952
-0.757
1.0795
-0.5119
-0.6423
-0.6636
0.9644
0.7839
0.0907
-0.5473
-0.734
1.054
-1.3527
-0.157
0.3868
0.705
0.3537
-0.9881
-0.8311
-0.1042
0.164
-1.2617
1.9337
-0.4658
0.434
0.2903
-0.5645
-0.4766
0.193
1.293
1.6055
-0.8743
-0.462
-0.2522
-1.2549
-0.4838
-0.8511
2.048
1.1583
-0.4147
0.1974
-1.0159
0.7275
-1.4275
2.0319
0.2588
-0.2989
0.3908
-1.0295
0.1911
1.4499
-0.3193
0.6998
-0.2328
0.6971
-0.285
0.6235
-0.9157
2.0841
-0.7281
0.4411
0.8305
0.479
-0.2973
0.7812
0.0283
-1.5204
0.194
-1.6377
-1.1184
1.6352
0.7297
0.9961
-0.5978
-0.4932
0.7342
-1.1095
-0.4794
-0.1597
-0.6594
0.4065
-1.6614
-1.088
-0.7923
-0.5912
-0.5199
1.3272
-0.651
1.1669
1.5364
1.0844
-0.4911
2.4968
132.566667
1
361
40.5
MASTECTOMY
Breast Cancer
Breast Invasive Ductal Carcinoma
High
0
Her2
1
Negative
Negative
3
GAIN
Positive
Ductal/NST
0
Pre
5
Right
41
6.048
IDC
Negative
0
HER2+
24
2
Died of Other Causes
-0.1898
-0.8833
0.0172
-1.3132
1.0067
1.0441
0.765
0.9888
1.4853
-2.1492
-1.3611
-0.4177
0.2732
0.1481
-0.0154
0.0305
-0.4703
-0.9209
0.0638
-0.3162
-0.2969
-0.937
0.1724
-0.0497
0.9612
2.8869
1.5075
-0.054
0.151
-1.4559
1.2653
-0.4115
-0.8756
-0.3211
-0.3149
0.9223
-0.5828
-0.8835
-0.334
0.5549
-0.2292
-0.7013
2.424
-0.4848
0.7685
0.6606
0.7147
-0.4263
-1.3355
-0.7649
-2.0771
-0.0636
-0.5802
-0.9301
-0.0524
0.1038
0.0116
-0.3033
-0.4536
-0.8784
1.8938
-0.6404
-0.1635
-0.9155
0.9355
0.0086
-0.3308
0.1934
-0.285
-0.313
-1.2608
2.132
0.619
-0.5184
0.3265
2.1367
1.4446
0.5687
0.1992
-1.404
-0.8618
-1.5665
0.4036
-1.1308
0.1598
0.4491
-1.2115
-0.3511
-0.0307
0.111
-1.244
-0.7587
0.5144
-0.9267
0.5875
1.1904
1.3904
0.8053
0.8619
2.9242
1.0566
0.1469
-1.2962
0.6257
0.0412
-1.165
2.3972
-0.4887
-0.5955
-0.4489
0.1236
-1.0388
-1.0683
-0.579
0.6485
-0.4289
0.6386
-0.5751
0.3438
-0.4567
1.3984
0.3872
-1.8254
1.6644
0.2841
-1.8186
-0.3748
-0.4698
-0.7776
0.0597
0.2804
0.2212
0.3276
-0.8607
-0.1239
-0.0094
-1.0875
0.8212
1.133
1.2944
0.9861
-0.4386
0.8573
-2.3658
-0.8709
0.0178
0.6721
-0.5783
-0.7618
-0.7146
0.0228
0.362
-0.5061
-0.0822
1.7523
-0.6057
2.2206
0.1674
-0.0299
-0.4814
-0.1195
-0.4707
-0.6996
-0.1758
0.0601
-0.2061
-1.4569
-0.0681
-1.3861
1.3472
1.1053
-0.5847
1.0178
-0.0146
-1.5442
0.8548
0.2892
0.3864
-0.3948
1.0625
-0.6377
-0.0815
-0.2154
2.438
0.5306
0.4392
0.6432
-2.0544
0.0362
-1.0387
-0.851
0.3661
-0.0213
1.2585
-0.2301
1.0741
1.102
0.9315
-0.673
-0.1176
0.8268
0.8868
-0.2254
1.9314
0.404
1.213
0.4186
0.4935
0.6354
0.0941
3.328
-0.0345
1.4963
0.5154
-0.4779
-0.8889
-0.5851
-0.3908
-0.6668
0.9349
-0.1421
-1.0586
0.7541
0.738
-0.2044
-0.0014
-1.0995
-1.0176
-0.8104
0.6304
0.7086
0.4012
0.0595
1.1541
1.3464
-1.0063
-0.3853
0.5567
1.3446
1.3258
1.9084
0.3403
-0.193
0.7591
0.6157
0.2239
-0.2196
0.5721
0.5409
-1.9895
-0.1628
1.1658
2.4596
1.5529
1.1022
-1.8985
-1.242
0.1011
-0.162
0.6599
-0.6183
-0.97
-0.2952
-0.8904
1.8981
0.5561
-0.4181
-1.4197
-0.1393
-0.9247
-1.734
-0.8029
0.1929
-0.4727
-0.2651
-0.3081
-0.5453
-0.106
0.1084
-0.4452
-0.4794
-0.5022
0.6267
0.7833
-0.0057
-0.6175
0.2978
0.03
-1.0597
-1.0856
0.3144
-0.9474
1.0903
-0.5816
-0.5429
-0.3494
-0.6125
-0.2062
-0.0781
2.2978
-0.7099
0.2378
-0.7442
0.1417
-0.0295
-0.5634
-0.1031
-0.6696
0.7751
-1.2532
-0.1615
1.3129
0.8056
-0.2073
-0.8437
-1.1895
1.0729
0.767
0.7706
-0.4302
0.7373
-1.4689
-1.5641
-1.2037
-0.8593
-1.6744
-0.5363
-0.7056
-1.0643
-0.8942
0.5827
0.954
-0.3801
0.4186
-0.6792
1.3547
0.7435
2.3539
-0.9344
-1.2506
-0.7905
-0.2451
1.2072
1.138
-0.8679
-0.458
-0.6277
-0.6745
1.1005
0.136
-0.5224
0.4824
0.2458
-0.4726
-0.8011
-1.2571
0.8313
1.6672
-0.6611
-0.7027
0.0401
0.4955
-0.9447
0.1414
-0.2638
0.1283
-1.7071
0.7112
-0.3189
1.0456
-0.1199
-1.0728
-0.2856
-2.1799
0.1804
-1.7672
1.0007
-0.541
-0.5946
1.0326
0.3449
-1.0357
0.1583
1.0747
-0.427
-1.0004
-0.9613
-1.2965
0.5855
-0.6567
0.5075
-0.4408
0.2778
-1.3922
0.4384
-0.547
-0.3349
-0.034
0.5975
-0.1171
0.4202
0.8382
1.7549
-0.1924
0.5549
2.1555
0.3786
0.0652
2.2328
1.1355
-0.1537
-0.9284
-0.4241
-0.4113
0.0963
0.3917
0.6778
-0.0608
-0.1229
-0.2086
0.624
0.9895
0.606
0.0814
-0.2044
0.352
0.3231
-0.2124
0.5621
-0.5754
-0.0552
-0.3486
0.0536
0.9734
1.4958
-0.332
1.0676
0.4795
0.1034
0.0383
-0.5008
0.6274
-0.9445
-1.1968
-0.4353
-1.4559
-0.8074
-0.3055
0.4019
-0.4189
1.3487
-0.3691
1.5546
-0.0065
0.1997
0.8325
-0.7553
0.2034
1.5904
-1.1254
-0.4128
-0.085
1.1736
-1.0831
0.5642
0.0127
-0.42
-0.8853
-0.7894
0.0523
-0.0079
1.6116
-0.1334
-1.1852
-0.7288
-0.1243
1.2497
0.2009
0.294
0.32
-1.0171
0.2604
0.761
-1.3577
-1.4622
-0.7105
-0.244
-0.2908
1.3693
15.066667
1
362
52.79
MASTECTOMY
Breast Cancer
Breast Invasive Ductal Carcinoma
High
1
LumA
1
Positve
Positive
2
NEUTRAL
Negative
Ductal/NST
1
Post
2
Left
1
4.036
IDC
Positive
1
ER+/HER2- High Prolif
18
2
Died of Disease
0.0462
0.6515
0.7086
-0.1459
0.1814
-1.1195
0.2482
-0.4127
1.6185
-0.396
0.1953
0.5762
-0.6096
-0.7297
-1.1832
-0.0195
-0.5752
1.0676
1.7176
0.7042
0.0235
0.4466
-0.5763
-0.271
-0.5889
0.2713
-0.1528
1.5234
0.038
1.5602
-0.0039
-0.6022
-0.1481
-0.038
0.2125
-0.0909
1.9983
-0.917
0.9222
0.3356
-0.8171
-1.2667
-0.6801
-0.3688
0.8527
2.515
-0.5594
0.006
-0.9275
-0.9849
-0.9216
1.3157
0.3805
-0.5324
1.3022
1.0685
0.1795
1.2363
-1.4817
1.357
0.0217
-2.2081
0.0688
0.5022
-0.8528
-0.5529
-0.8085
1.1766
-0.7122
-0.1834
1.4178
1.3511
0.6213
-0.24
0.0021
-0.9609
1.426
0.1142
0.1927
-0.6083
-0.7011
-0.4298
-0.0128
-0.012
0.6226
-0.565
1.0037
0.5628
0.3381
-0.4621
-0.1778
-0.198
-0.1937
0.7313
0.9324
2.2077
0.7867
0.7737
0.3597
0.217
0.2746
-1.0978
0.4178
-0.382
0.6346
0.3707
0.3481
-0.5177
-0.5869
1.2155
1.0299
-1.2686
0.0537
-0.5392
0.7551
-0.1003
1.0305
0.2987
-0.6171
-0.2202
0.3723
-0.3535
-0.906
0.9619
0.5765
-0.1846
-0.0521
-0.0661
1.5853
-0.7624
0.2162
-0.2043
0.0266
1.3161
-1.9756
0.0546
0.7978
1.2187
0.1095
1.1199
1.0854
1.3307
-0.4233
1.1595
0.3846
0.5917
0.1185
0.7905
-0.6931
-0.1437
-1.1181
1.5252
-0.2708
-1.2199
-1.3172
-0.9057
0.079
0.7399
-0.0227
-1.4822
0.023
0.5802
-0.4797
0.2321
-0.715
-0.8666
0.0537
0.092
-0.7124
0.2723
0.2183
-1.0724
-0.1846
-0.4704
-1.3114
-0.1476
0.1714
0.5795
-0.9192
-0.4967
1.0194
-1.3943
0.5687
0.4835
0.1721
0.1373
0.0047
0.9098
0.563
-1.0917
-0.3313
-0.9273
-0.832
-0.5704
0.3212
0.4218
1.0004
-0.5709
0.3025
0.4132
0.7361
1.0014
-0.1014
2.0119
-0.7961
-0.6405
0.9299
-0.8539
0.0664
-0.2237
1.0475
0.0608
-0.0758
-0.372
0.5494
1.6345
-0.9407
0.161
-0.255
-1.6605
-0.623
1.1458
-0.7733
-0.7643
-0.9106
-0.8592
0.2467
-0.6253
-0.5983
-0.8065
-0.9699
-1.4586
0.5332
1.1605
-0.4197
-1.8344
0.4183
0.8422
0.2501
-1.0956
-0.1934
1.3833
-0.0875
-0.0297
-0.2893
-1.8053
-1.6036
-0.1564
0.4189
-1.2148
-0.5077
-0.2373
0.0485
1.7265
-0.1017
-1.0122
-0.3101
-0.5587
1.8498
1.3947
-0.467
0.303
-0.901
0.3069
-1.3065
0.102
0.5502
-2.0957
-0.0979
1.3541
-2.3415
0.9171
-0.1471
0.143
0.8973
-0.3378
-0.2429
0.9624
1.2023
-0.342
0.828
-0.8449
-0.65
-0.3615
1.0667
-0.5552
-0.0386
1.7179
-0.7273
-0.6999
-0.9578
0.6659
-0.4831
-0.6919
1.3284
-0.4293
1.0815
-1.0625
-0.1444
2.0299
0.499
-0.1747
0.7921
0.5615
0.736
-0.949
-0.409
1.0163
0.4979
0.3208
-1.2364
-0.6493
-0.9993
0.3882
-0.8678
0.716
-0.515
-0.0296
-0.3398
-1.5442
-0.1453
-0.1369
-0.7757
0.2518
-0.1921
-1.1912
0.5767
-0.5515
-1.4387
0.9486
-0.3058
1.447
-0.4917
0.2757
0.4866
0.996
-0.39
1.0789
2.5914
-0.7847
1.83
-0.4996
-0.8842
-0.0092
0.1036
0.0381
-0.6547
-0.0428
-0.5002
-0.2641
0.8941
-0.5966
-0.3446
-0.4327
-1.7705
0.0425
0.1317
-2.122
0.4838
-0.0095
-1.0096
-0.2946
-0.3074
-0.3003
-0.3005
0.8621
0.0499
-0.3909
-0.9521
0.3805
1.0075
0.8946
-1.788
-1.1522
0.4672
0.9015
-0.4998
-0.62
-0.0056
-0.355
-0.7904
-0.7827
0.4942
0.0592
-1.0633
-0.4774
0.125
0.6441
-0.2116
0.497
-0.1109
-1.5731
0.5875
-0.7609
0.2294
-0.2371
-1.0046
-0.8229
-0.9251
0.6099
0.683
-0.5789
1.0286
0.6077
0.341
-0.1074
0.3603
-0.1717
-0.4326
-1.5051
1.2386
1.7103
0.3042
0.6407
1.0433
0.2203
0.0891
-0.3814
-0.8611
-0.2406
0.6887
0.6437
-0.413
-2.5238
-0.8944
0.2679
0.7504
-1.3904
0.447
-1.5574
0.3967
0.1786
0.2494
-0.0226
0.6395
-0.2992
-0.4238
-0.0773
0.7688
0.1509
-1.055
1.005
-0.2617
-0.3467
-0.7051
-0.5438
-0.1972
0.0408
1.0836
-0.5494
0.1661
0.2834
1.0226
-0.2789
-0.0063
0.1446
-1.0588
0.2415
1.8958
0.3866
0.8858
-1.0786
-0.3191
0.6614
-0.3614
-0.2118
0.4384
-0.3904
0.7883
-1.7675
-0.8058
1.334
0.3338
0.3914
-0.2478
0.1849
0.2034
0.5008
-0.9412
-0.3673
0.0579
-0.3439
0.6668
1.5507
-0.4066
-0.7264
2.2106
-0.3497
1.808
47.033333
1
363
73.24
MASTECTOMY
Breast Cancer
Breast Mixed Ductal and Lobular Carcinoma
High
0
LumB
1
Positve
Positive
2
NEUTRAL
Negative
Mixed
0
Post
2
Right
7
5.134
MDLC
Negative
0
ER+/HER2- High Prolif
67
4
Died of Disease
1.1432
-0.5607
0.3351
0.0024
0.4972
1.7933
-2.5376
0.1184
1.0668
-0.7036
0.9743
0.7747
1.4098
-0.7787
0.4554
0.9021
0.0489
0.7039
-0.1886
0.6694
0.2883
0.4019
0.0518
-0.6081
0.7502
1.1057
-0.4071
-0.1638
-0.0341
1.4984
-0.0766
-0.4608
1.1482
-0.2285
-0.807
0.0887
1.6423
0.7184
0.1697
0.7025
-0.5705
-0.8261
0.3326
-0.1305
0.5512
0.3031
-0.6994
0.2719
0.9907
1.5042
-0.1717
-0.0909
0.6998
0.1829
1.1052
0.191
-1.1871
-1.1495
-0.184
0.2037
-0.5913
-0.4786
0.1016
-0.1491
-0.3577
-1.1331
-0.4579
-0.8842
-1.3153
-0.257
-0.1716
0.2121
1.0938
0.9174
0.6987
0.6923
-0.7777
-0.4713
0.0802
-0.2124
-0.9183
-1.413
0.432
0.6533
-0.7868
0.6325
-0.8036
-1.2018
-0.6267
-1.1072
-1.1432
-1.1835
-0.9259
-0.3124
-0.167
0.8155
-0.3975
-0.0964
1.7308
0.1597
-0.2152
0.8789
-0.8824
-0.6697
-1.9144
-0.3023
-1.4544
-1.3382
-1.3231
-0.6094
-1.4809
-0.8547
0.3794
0.2947
-0.8866
-1.1124
0.4841
-0.1284
-1.3204
0.4317
0.3928
-1.3038
0.5379
-0.5427
-1.4446
-0.1133
0.1179
0.3223
1.0962
1.1308
0.5528
-0.9164
-3.3182
-0.7066
-0.1727
-0.3287
-0.1149
0.1671
-0.0634
0.2451
1.6472
1.1498
0.2289
0.1259
0.8155
-0.7821
0.6597
-1.0188
-0.1693
-0.1858
-0.6941
-0.2586
-0.5671
0.1841
-0.7238
-1.2779
-0.6191
-0.3844
-0.9724
0.0276
-1.2107
-0.4155
-0.722
2.0369
0.5051
0.1707
-0.142
-0.2722
-0.9191
0.0646
-0.26
1.2285
0.5107
-0.5668
-1.1814
-0.0142
-0.7227
0.2729
0.6544
0.219
-0.2064
0.1793
0.1012
0.3134
-0.1672
-0.0057
-0.9628
1.1246
0.7725
0.3465
-0.1569
-1.0764
0.1904
0.8897
-0.1307
0.7174
-0.2851
-0.5223
-0.2786
-0.1441
0.1262
-0.0785
-0.0198
0.2911
-0.8106
-0.5019
-2.3419
-0.5039
-1.0027
-1.0057
-1.1069
0.0723
-0.0411
-1.3982
-1.3219
-0.4068
0.6569
-1.0418
-0.1673
0.0459
-0.697
-0.1658
-0.1349
-1.0912
0.923
0.9014
0.0788
0.0806
-1.0726
-1.129
-0.8999
-0.6599
-1.0592
-0.6257
-1.0466
0.1806
-0.1562
-1.5866
-0.1462
-0.6966
-0.0937
-0.3354
0.3539
-0.4313
0.3002
-0.7949
0.0486
-0.0714
-1.6734
0.6829
-0.7879
0.6829
-0.0862
-1.1962
0.0398
0.5042
0.2637
0.1621
-0.5465
-0.025
-1.0556
0.5666
2.5041
0.0713
0.8511
-1.0611
-0.675
-1.8264
0.7772
-0.1159
-0.0444
-1.2228
-1.4212
-1.6639
-0.998
0.394
1.0607
-0.9371
-0.608
0.1656
0.2652
-0.2678
-0.73
-0.1697
0.7445
-0.2224
-1.2582
0.0762
-1.3472
1.1833
1.2404
-0.5629
-0.4451
-0.7955
-0.2824
-0.5926
-1.0848
0.8693
-0.7922
-0.8242
-0.185
-0.7384
0.3763
0.8695
-0.6849
0.6132
0.01
0.2716
-0.9873
-0.5493
-1.6043
-0.2811
1.6807
0.1592
-0.5448
-0.9835
-0.5949
-1.7331
-0.6105
0.5353
0.6489
-0.6091
0.2118
-1.2954
0.7196
-0.1183
-0.4682
0.327
-0.2387
0.8824
-0.7484
-1.4923
-0.904
-0.7263
1.1372
0.0703
-0.4665
-0.3595
1.3846
-0.448
2.1738
-1.5047
-0.628
0.6538
1.6558
1.4754
-0.1736
-0.5865
-0.3358
-1.2708
0.5229
0.997
0.0202
-0.1479
-0.7027
0.7763
2.3345
-0.6368
-0.2958
-1.0483
0.8897
0.0639
-0.3871
0.8542
0.2887
1.7755
-0.7743
-1.2515
-0.3431
-0.4524
-0.0353
-1.5827
0.9159
0.5531
-0.5228
-0.4043
-0.0183
0.6698
0.1738
0.7355
0.1871
0.4056
-1.1879
0.1462
-1.0486
0.253
-0.6772
0.3134
1.2336
0.5646
0.6027
0.1639
-0.2351
0.646
-0.778
-0.1971
-0.5946
-1.4762
-1.5834
-0.0666
-0.0544
0.2008
0.9983
-0.8891
0.9715
-0.2149
-0.2154
-0.7893
0.8674
-0.2432
0.4724
0.6797
0.2836
-0.0625
-0.0133
-0.6228
1.0095
0.098
0.072
-0.4806
0.8372
0.5073
-0.5343
-0.907
0.0811
-0.4393
-0.1387
-0.1945
-1.3152
0.0977
-0.9547
-0.9518
-0.859
0.2768
0.8635
0.152
-1.1735
-0.2891
1.2632
-0.704
0.1007
-0.0467
0.95
-0.4154
-0.8883
-0.1046
0.2764
-0.1968
-0.1629
-0.5947
0.3772
0.6417
-0.0273
-0.0333
-0.2953
-0.4766
-0.3067
0.9796
-0.5388
-1.5033
0.2305
-0.6933
1.3602
-0.3483
-0.7155
1.3645
0.3094
0.2998
-0.0385
-0.4109
0.2421
0.6887
-0.8495
-0.5627
1.0579
0.0098
0.1538
0.2121
-0.6338
0.4403
-1.6142
-0.3247
0.3441
1.1507
-0.5487
-0.2457
-0.5247
-1.2215
-0.7195
89.9
1
364
48.67
MASTECTOMY
Breast Cancer
Breast Invasive Ductal Carcinoma
High
1
LumA
1
Positve
Positive
2
NEUTRAL
Negative
Ductal/NST
1
Pre
4ER+
Right
6
5.1
IDC
Negative
1
ER+/HER2- Low Prolif
50
3
Living
-0.779
0.8473
-0.0067
-0.2894
-1.2212
-0.8482
0.6295
-0.7541
-0.3832
-0.4513
-0.4638
-1.4478
0.8904
0.2152
-1.3265
1.2928
-0.0828
-0.1592
0.4292
-1.5425
0.5675
-0.823
1.356
-0.0266
-0.956
-1.1293
-0.8251
-1.35
-0.9137
-0.8697
0.3067
0.1893
1.1365
0.3858
0.4896
-0.4396
0.8359
0.5876
-1.7225
-1.4589
-0.638
-0.7799
-0.9989
-0.6818
-0.6154
-0.8852
-0.8366
0.1341
-0.011
0.0419
0.1429
0.6563
0.4369
0.0081
1.2074
0.5781
0.271
0.0366
-0.3607
0.5767
0.61
-0.3278
0.0698
0.3394
-0.1081
0.2151
-0.6248
0.0566
0.0038
0.8092
0.0736
-0.3518
-1.554
-0.2402
-1.0925
-1.247
1.2473
-0.4452
0.2068
-0.2197
0.3458
0.0637
-0.5415
0.5204
0.3329
0.3238
-0.8942
-0.6722
0.3025
-0.2857
0.4635
-0.5743
-0.7871
0.6678
0.4943
1.0411
-0.3797
0.0222
-0.7716
0.8923
0.2787
-0.167
-0.2173
-0.2875
0.2439
-0.8651
0.159
-0.137
0.8388
1.3413
-0.2637
0.1446
-1.1847
0.4481
-0.4328
-1.3089
1.247
-0.2729
1.215
-0.1235
-1.6127
0.5363
-0.7053
-0.2344
0.6056
-0.0339
0.0257
-0.295
0.3131
-0.0422
-0.0274
-0.7338
0.1849
1.0082
-0.7662
-1.3178
-0.87
-0.5941
0.386
1.2296
0.7648
1.3019
-0.8995
-0.2617
0.5813
-0.2682
0.0457
1.808
-0.0878
0.7438
-0.6411
-0.3081
-0.3
0.581
-0.1601
-0.6394
0.3123
1.0858
-0.0798
0.6195
0.743
0.726
-0.3439
1.1458
0.3764
0.9598
-0.1944
-0.4446
-0.5522
-0.7276
0.1869
0.5306
0.0049
2.4115
-0.8278
0.5822
-0.2202
1.9168
0.1893
-0.1628
0.1314
0.2038
0.8441
-0.2228
0.3398
-0.7882
0.0553
-0.3624
0.522
-0.226
-0.5043
-0.7078
-0.5845
-0.8824
0.0358
0.9318
-0.3097
1.4175
1.0461
-1.0703
1.8151
0.3434
-1.2378
-0.5738
-0.9293
-0.6957
-1.2959
-0.7359
-0.7479
1.5007
0.8266
1.2562
-1.6447
1.5327
0.9153
-1.6047
1.668
-0.4934
-1.1184
-0.2951
2.0097
-0.1364
1.3552
-0.9139
-1.4936
-1.3598
0.425
-1.195
-0.4916
0.5724
-1.6321
0.8281
0.3942
0.6174
-0.4202
-0.3504
1.7265
-0.0091
1.0829
-1.175
-0.3074
-0.9733
-1.054
0.5365
-0.338
1.6594
-0.4395
-0.344
-0.2397
-0.6529
-0.0649
0.0548
-1.4261
1.4558
-1.5691
-1.0349
0.5835
-1.0667
1.3663
0.0419
-0.1652
-0.2852
0.5595
-0.8778
-1.6704
-0.234
1.3955
-1.1421
0.5761
0.1546
0.5245
-0.1492
0.0658
1.1968
0.6063
0.1222
0.4121
0.4396
0.3218
-1.1026
0.3486
-1.4779
-0.4069
-1.6463
0.1386
-0.2917
0.7382
-0.8192
-0.6639
-1.0972
0.1725
-0.1861
-1.2432
-1.6045
1.7497
-0.2143
0.486
1.5284
0.4769
1.3111
-1.1211
-0.4233
-0.0991
-0.7536
1.359
-1.1872
-0.342
-0.4552
1.2985
1.4796
-0.4948
-0.0208
2.1291
-0.2722
0.5048
0.2607
-0.6731
-0.2377
0.0857
-0.4401
-0.2454
-0.4871
-0.6328
-0.2267
0.0133
-0.5071
1.7182
0.7144
0.6958
0.214
0.2227
0.7157
-0.6532
0.7354
-0.7376
0.5799
-0.1008
-0.2269
-0.3153
-0.2278
0.8365
-0.2394
-0.092
-2.1144
-0.3406
0.4305
-0.5394
1.4306
-0.4433
-0.7446
-0.8766
0.5497
0.4052
1.5165
-0.4456
0.1065
-0.1522
-0.5972
1.755
0.7478
-0.0441
0.6746
0.2357
-1.4883
-0.6443
0.3479
0.7945
0.1665
-1.1191
1.4387
-0.6448
-0.3922
-1.3907
0.7593
0.2071
-0.7164
1.0415
1.9941
-0.1772
-0.2858
1.111
-0.5312
0.5594
-0.3346
0.4654
-0.1227
0.2915
-0.4118
-1.2548
0.4773
-0.6296
-0.0005
1.2883
-0.1637
0.5569
0.6384
-0.3722
0.6807
0.118
-1.2397
-0.5906
-1.3516
0.4654
1.7832
0.1036
1.6342
0.8983
0.2085
-1.5095
-0.7258
-0.0121
-1.2053
0.0073
-0.2847
0.1511
1.8627
-0.13
-0.3472
-1.3027
-0.6083
-0.5558
-0.0529
-0.1315
-0.4227
-0.7576
0.2945
-0.3966
0.9574
0.0756
-0.4466
-0.0063
0.692
0.7144
1.5224
0.0452
0.3993
-1.0288
2.1348
1.3324
0.1156
0.868
0.0105
0.1385
-0.7139
-1.0225
0.2605
0.8185
0.0603
-0.5329
-0.7223
-0.4836
0.6061
-0.3922
-0.0867
-0.2023
-0.5721
0.4864
0.7862
0.6183
-0.2011
0.3113
1.2628
0.5843
-0.6056
0.0252
0.0855
0.5835
-0.4932
0.1076
-0.4643
1.5379
0.1775
0.0912
0.3932
-0.294
0.174
-0.5233
0.6136
1.5598
-0.7961
-0.6977
0.2589
0.4428
0.1636
-0.9678
-2.0131
0.3611
0.0515
2.7854
176.6
0
365
76.84
BREAST CONSERVING
Breast Cancer
Breast Invasive Mixed Mucinous Carcinoma
Low
0
claudin-low
1
Positve
Positive
2
GAIN
Positive
Mucinous
1
Post
4ER+
Right
0
3.03
IMMC
Negative
1
ER-/HER2-
15
1
Died of Disease
-1.314
0.0368
-0.4049
0.0182
-0.3767
0.7646
-0.2955
0.0094
0.788
0.0542
-0.0813
-0.5619
0.3381
-0.2433
-0.9079
-0.7248
-0.157
0.4873
-0.9379
1.3391
2.0424
0.5021
0.1931
-0.2373
-0.481
0.6755
-0.2071
0.0288
-0.0853
-0.9251
-1.3424
1.1724
1.1821
-0.3301
0.0956
0.155
0.2846
-0.2503
-0.0051
0.8003
-0.1243
0.9746
-0.9441
-0.6912
-0.2093
0.0386
0.0758
0.5612
1.8486
1.4126
0.7432
-0.1657
0.7982
-0.3648
1.3706
-1.9856
1.1605
-0.1272
0.071
-0.7046
0.003
-0.7416
-0.2273
0.6263
1.2692
0.327
-0.3211
-0.3138
1.0561
0.8723
-0.8734
0.3214
1.1905
-0.0005
0.0527
0.237
-0.1745
0.6033
-0.3861
-0.5734
-0.5994
1.1737
-0.5898
0.477
-0.2183
-0.1249
-0.6313
-0.0536
-0.1759
0.5859
-0.351
1.0545
0.6573
0.9962
2.3959
0.5678
-0.1971
-0.0905
1.1027
-1.4182
-1.1914
0.183
-0.0437
0.5291
-0.7047
0.5696
-0.4387
-0.7934
0.3985
-0.0127
-1.5035
0.3008
-0.4547
1.537
1.3399
-0.3053
-0.0455
0.6678
1.4814
0.5265
0.4853
-1.0537
-1.0561
1.1756
-0.0357
-0.2202
-0.091
1.788
1.2161
0.067
1.3557
-0.3414
-0.7782
-0.8033
-0.1641
0.1393
1.6211
0.9105
-0.3716
2.0853
0.7738
-0.4809
0.1792
0.7894
2.5275
1.176
2.3349
0.1177
1.0981
-1.0059
-0.2915
0.4748
-0.3058
0.1823
0.8277
-0.3609
1.1646
-0.6888
-0.574
0.563
0.0272
0.6631
-0.8817
2.2347
2.8319
0.2826
-0.6583
-0.496
-0.667
-0.8472
1.4894
1.8271
-0.3601
-0.056
-1.4908
0.0489
-0.039
-1.3444
0.2668
0.4603
0.8764
0.5937
-0.5354
-0.4489
0.805
-0.9464
-0.3719
-0.6605
-1.0913
-1.0649
1.2687
-0.9995
0.4616
1.3177
0.7068
0.0605
0.0296
-0.2169
-0.5749
0.2136
-0.5204
-0.6043
0.2223
-1.0528
-0.2529
-0.8655
0.476
2.4206
-0.0414
-0.8347
-0.4022
1.8782
1.6571
-0.621
1.1186
-0.0311
-0.4057
0.4527
0.3866
-0.1657
-0.6786
0.4233
-0.0313
-0.2854
1.1314
-0.6081
0.1368
-0.4355
-0.7967
0.3389
0.2319
0.2853
0.7874
0.1524
-0.2916
0.3478
-0.5496
-0.9611
0.5843
-2.0182
-0.8029
0.284
0.2526
-0.1293
0.9487
-0.0722
-0.2323
0.4931
0.5228
-0.0887
-0.3028
-0.5956
-0.0169
0.5517
1.8321
-1.1765
-0.3132
-0.419
-0.0773
1.4609
-0.22
-0.7854
-0.0451
-0.2871
0.2077
-0.8585
-0.2385
1.3203
1.5853
-0.7236
-0.2963
-0.8349
-1.4569
0.3067
-0.5196
-0.726
-0.7448
0.3407
0.1934
1.0993
-0.529
-0.8297
0.8478
0.6574
0.0625
1.3578
0.3659
0.7586
-0.4306
-0.9115
-0.1979
-0.3679
0.1274
0.8436
1.3972
0.6638
-0.0351
-0.1967
-0.2307
1.8921
0.1115
-0.4437
-0.8889
1.1251
-2.4019
0.6778
0.1269
-0.0789
0.4776
0.4899
-0.9263
0.601
-0.0594
1.3124
-0.0154
0.0538
-0.1519
0.4721
0.7763
-0.1849
0.0565
0.1544
-0.1673
-0.5244
-1.2572
-1.1349
0.3119
0.0218
-0.9023
-1.0575
-0.2187
0.8883
-0.0519
0.7201
-0.5301
-0.395
1.1149
0.4103
-1.0841
0.5231
-0.0484
0.3148
0.9679
-0.4078
0.015
-0.3859
0.2005
0.6315
1.0362
1.1356
0.3691
1.7753
-0.2817
-0.4597
0.6839
-0.2172
2.0439
-1.008
-0.0717
-1.1379
0.5659
-1.1364
-0.6378
0.8034
-0.5238
0.5911
-0.8822
-0.615
-0.7868
1.7827
-0.5017
-0.044
0.1704
-1.1639
0.5907
0.056
-0.3492
0.4063
0.1989
-0.1469
2.3979
0.5372
-0.0912
-0.3689
-0.1285
-0.6555
-0.785
-0.8022
1.2645
-1.3965
0.695
-0.1153
-0.0499
0.8
0.445
2.3036
-0.0985
-0.0234
-0.4107
-0.4275
0.3086
-0.4462
-0.4118
0.0891
-1.4094
0.3951
-0.5442
0.2303
0.388
-0.86
-0.2198
-0.0793
0.1114
0.2265
1.1847
1.5901
-0.1663
-0.7371
0.3219
0.4755
-0.0483
1.2856
0.2294
-1.2508
0.5327
-0.0963
-0.0688
0.4359
1.0432
0.5291
0.0699
0.0181
0.3382
0.7157
-0.6843
-0.256
0.526
-0.2085
-0.7397
1.0582
1.9841
0.4045
1.0987
-0.8209
-2.3697
-0.0003
0.4934
-0.6174
0.3867
-0.3797
-0.9939
1.7851
-0.8748
-1.6965
0.1485
-0.6857
-0.2952
-0.0226
0.6327
-0.2536
0.0801
-0.0316
-0.518
-0.2236
0.0472
0.4118
-0.0795
-0.5475
-0.0746
0.7374
0.338
-0.3028
0.0323
-1.4921
-0.3319
-0.9033
0.2677
-0.8676
-0.4493
-0.2622
1.3601
0.8735
-0.8529
0.7116
0.1699
-0.1156
-0.1074
0.6893
0.3355
87.233333
1
366
51.74
MASTECTOMY
Breast Cancer
Breast Mixed Ductal and Lobular Carcinoma
Moderate
0
LumA
1
Positve
Positive
2
NEUTRAL
Negative
Mixed
1
Post
8
Left
0
3.044
MDLC
Positive
0
ER+/HER2- High Prolif
22
2
Living
0.4189
-0.2818
1.066
-0.4474
0.1731
0.887
0.9149
0.1067
-1.1937
0.1143
2.1063
-0.49
0.1047
-0.7049
-0.6812
0.5936
0.3957
-0.765
0.3107
0.4831
0.1359
-0.6332
0.3064
-0.4915
-0.1522
-0.0766
-0.3609
0.934
-0.7564
1.1307
0.4894
-0.7299
-0.5899
-0.3746
-0.2557
0.6949
2.8179
-0.4245
0.3482
-0.3467
-0.8899
-0.3552
0.5212
-0.0848
-0.6621
-0.0583
-0.7503
0.6774
-0.1834
0.1858
-0.347
1.7682
1.2225
1.3779
-0.6666
1.3482
0.4742
-0.8836
0.5385
0.7597
0.5908
0.2796
-0.1784
1.8882
-1.1133
-0.6838
-0.575
-1.0093
0.3638
-1.0419
1.2004
1.2228
0.7677
-0.4748
-0.4554
0.3785
0.3131
-0.0248
-0.5059
-1.2001
-0.9755
-1.6095
-2.2051
-0.1312
-0.5261
-0.7652
0.5928
-0.05
0.4631
-0.796
-0.8244
-0.4974
0.7772
-0.9539
2.516
0.6977
1.1555
0.7269
0.303
0.256
0.7689
0.2427
-0.1725
0.1715
-0.9267
0.4706
-1.1372
-0.5541
0.0172
0.631
-1.0251
-1.1494
1.3038
-1.8395
0.3546
-0.0449
0.697
-1.0074
-0.2596
-0.6082
-0.3695
-1.1559
0.8337
2.2066
-0.9504
0.982
-0.7998
2.0153
0.4195
0.2588
0.1545
0.2877
0.9371
-0.368
0.5238
0.6262
0.2881
-0.5438
1.3783
1.6371
1.5084
1.6198
0.3177
0.0174
-0.5516
0.6957
2.0945
-0.2302
-0.1698
-0.2703
0.5346
-0.7102
-0.8272
0.4338
-0.3943
-0.8044
0.4968
0.9819
-1.2707
-0.636
-0.3201
2.9453
-0.8311
0.0567
0.7613
-1.2784
-1.1991
-1.1055
-0.2506
-0.2101
2.0319
-1.0509
-0.3485
-0.4854
0.3709
0.2486
0.0893
-0.7748
0.0048
0.3083
-0.6466
-0.0426
0.7411
-0.2839
-0.1039
-0.4985
-1.2038
0.1358
1.5001
0.3701
-0.6689
-0.0781
-0.5997
-1.743
-0.4258
1.6372
1.0086
0.2754
-0.6452
-0.1813
-0.2939
1.3728
-0.3755
0.812
0.0873
2.1174
-0.6825
-0.2457
0.6121
-0.5682
-0.7376
-0.1699
-0.7207
-0.7222
-0.7338
-0.6998
0.9611
-0.3569
-0.3292
-1.0013
-1.1102
-0.0278
0.7998
-0.6517
0.8967
1.0876
0.7912
-0.2224
-0.7296
-0.2364
-0.6103
-0.0602
-0.4984
1.5621
-0.6462
-0.4526
-0.5886
-0.6346
-0.0751
-0.372
2.0262
-0.6039
-0.2558
-0.3852
0.097
-2.8653
-0.4956
0.7076
1.0008
-0.6733
-1.3948
-0.0343
-0.314
1.9112
0.4495
-0.3343
0.3181
-0.9503
-0.8026
0.545
-1.5453
-0.7287
-0.2455
-0.6842
0.148
-0.5132
-0.3837
-0.0211
-0.6231
0.6747
-0.1387
0.1129
-0.7861
-1.7564
-0.8289
-0.8943
-0.0879
0.5718
-0.6258
0.0315
0.9558
-0.5196
0.9567
1.2554
-1.8176
1.2767
-0.1401
0.2259
1.675
1.0598
-1.166
-1.1254
0.4814
0.4966
1.197
-0.45
1.7753
0.6872
-0.7427
-0.0747
-0.393
-0.2158
1.596
0.7761
0.0273
0.5125
-0.3239
0.263
-1.0235
-0.7589
-0.3999
-0.2724
0.0273
1.2536
-0.7413
-1.6746
-0.68
-1.0036
-0.6607
0.3871
0.3928
-1.3571
-0.5834
0.9302
-0.1371
-1.7725
-0.1844
-1.6563
-0.8292
0.0746
-1.247
-0.0917
-0.5564
0.0963
0.2026
1.271
0.5009
0.03
0.1666
1.4511
0.9642
-0.6473
1.5811
-0.145
-0.4395
-0.9532
-0.492
0.4987
-0.6161
-0.4025
0.2522
0.7862
-0.1713
0.1866
-0.153
0.1324
-0.8205
0.5924
-0.5264
0.9948
0.9979
-1.5458
-0.297
0.2862
-0.1032
1.0926
-0.4306
0.2013
-0.0796
-0.6076
-1.2699
-0.4783
-0.8848
-0.6473
0.6291
-1.1596
-0.738
-1.5483
0.1478
-0.2296
-0.7069
-0.3179
-0.0369
0.2044
0.1381
1.2152
-0.9105
-0.7835
-0.558
-1.0582
0.4301
0.462
-0.0633
-0.5165
-1.0002
0.6341
1.4612
-0.1216
0.7255
1.7672
-0.1828
1.5688
1.2124
-0.7399
-0.6233
-0.1959
0.8208
0.599
-0.1421
1.3325
1.3327
1.1878
-1.1009
-0.975
0.7439
-0.0686
0.6611
-1.1292
0.9515
-1.6223
-0.0483
0.8627
-0.5588
-0.3542
-0.1083
-0.3552
-0.9854
0.6995
-1.3403
-0.1648
2.0023
0.313
1.5954
1.4598
-0.6711
-0.252
-0.5463
-0.1738
0.729
-0.7714
0.6097
-0.6012
-0.0405
1.2243
-0.061
-0.5079
-0.3507
-0.2483
-0.954
-0.4698
-0.1195
-0.1349
-0.6507
1.3435
-1.4832
-0.4279
-0.0039
-0.3295
0.1838
0.1644
0.6475
-1.16
0.5856
0.5197
-1.1606
0.0445
0.4926
2.6662
-0.7479
0.1433
-0.788
0.4523
-0.182
-1.2717
-0.5885
-0.7919
-0.305
1.6036
-0.3881
0.0851
2.0183
-0.694
0.0544
0.1912
0.7399
-0.5419
-0.528
0.2123
-0.7469
64.233333
0
367
70.98
BREAST CONSERVING
Breast Cancer
Breast Mixed Ductal and Lobular Carcinoma
Moderate
0
claudin-low
1
Positve
Positive
2
NEUTRAL
Negative
Mixed
1
Post
4ER+
Right
0
3.018
MDLC
Negative
1
null
9
1
Living
-1.2451
0.9844
0.827
0.3455
0.0879
0.3138
-2.9345
-0.2289
-1.0302
0.1596
-0.1708
-0.1753
0.7016
-0.704
-2.0896
-1.3541
-0.9508
-0.6647
0.1487
0.6401
0.6535
-0.7473
-0.0037
0.3132
-2.1422
-1.387
-0.7178
-1.1734
-1.3759
-1.1113
-0.4706
0.2048
1.495
-0.3525
0.7477
0.2953
-0.4726
-1.1091
-0.0565
-1.021
-0.6912
1.0983
-0.9988
-2.0308
-1.2856
-1.2967
0.0528
0.555
1.3942
0.9078
1.3408
0.5533
1.1377
0.894
0.6303
-0.6793
-0.4083
0.2275
-1.395
0.1811
-1.3674
-0.5755
-0.8163
-0.5818
-0.3539
-0.1947
-0.5829
-0.6035
1.418
-0.1734
0.5796
0.2872
1.3108
0.3292
-1.8333
-1.0487
-1.1275
-0.359
-1.0919
-0.7192
-0.4742
-0.6422
-0.1235
0.6421
0.4411
0.3922
-1.4878
0.5082
-0.7671
-0.0079
0.9797
-1.319
-0.6388
1.0701
0.3563
-0.3296
-0.0884
-1.1944
1.3642
-0.786
0.8853
-1.0072
-0.2975
-0.3
-0.9757
0.6523
-1.227
-1.4173
0.0656
-0.615
0.7712
0.1315
-0.0494
2.5268
-0.7237
0.0715
-1.6241
-0.5204
-1.4317
0.402
-0.9991
-0.8315
-0.1544
0.082
-0.1554
-0.56
2.4385
-0.4165
0.8559
0.2408
0.9414
-0.5432
0.0031
-0.588
0.1697
-1.0397
0.7297
-0.6814
-1.4931
0.5825
-1.0101
0.6175
-0.8296
1.4093
1.4473
1.8398
0.1965
2.5846
2.0262
0.7993
-0.4498
0.2434
0.4233
-0.9931
-0.4706
0.9996
-0.9534
-1.7396
0.0179
0.0354
-0.0147
0.6723
-0.5626
2.7433
4.0173
1.739
-0.0894
-0.4856
2.0595
-0.5349
-0.1201
0.0915
-1.4179
0.8365
-0.9423
-0.8546
0.9667
0.9685
1.3018
-0.3981
-0.4131
0.138
0.5527
-0.596
0.7286
-0.0952
0.6547
-0.3524
0.2758
-0.8823
1.7124
0.3338
-0.0167
0.9451
1.0718
0.2766
0.6238
-0.5009
-0.3161
1.4506
-1.1534
0.0577
-0.3988
-0.7685
-0.4488
0.0303
0.2678
-0.2649
1.594
-1.5563
-0.8201
1.9809
-0.0362
0.0015
3.7778
-0.4557
0.6953
0.1047
-0.3406
0.2019
0.3566
1.992
1.2205
0.8951
2.109
-0.2958
0.1707
0.3551
-1.0916
-0.4647
-0.6366
0.4207
1.9953
-0.3412
0.2593
-0.9504
0.6422
-1.008
1.2365
-1.6537
-2.1756
-0.3583
0.1108
-1.1499
-0.0206
-0.0985
-1.2286
0.8599
1.1897
-0.318
-1.1908
0.0184
-1.2302
-0.4627
0.3821
0.3379
-0.1956
-1.228
0.4199
0.8652
-0.8932
0.7857
-0.2963
0.5461
-1.9925
-0.0058
0.928
-0.2661
1.4854
0.623
-1.0656
-0.5151
-1.0724
0.7818
-1.0805
-0.5372
-0.9943
-0.6384
-0.4863
0.3971
-0.1445
-0.5529
-1.247
0.4569
0.0084
2.3113
2.6991
-0.5719
-0.2736
-0.4374
0.5893
0.64
-0.3579
0.6386
1.8541
0.17
-0.414
-0.655
-0.0038
-0.0746
-0.2711
-0.3002
-0.0369
0.1204
0.2685
-0.5553
-0.3085
-1.2085
2.8773
2.3284
-1.9795
-0.0722
0.2331
0.3092
0.5374
1.973
-1.3228
1.2786
0.0147
-1.3028
0.9303
0.6425
-0.4413
0.6305
0.0123
-1.0265
2.4845
0.225
-1.401
0.1913
-0.0458
1.8142
0.3965
1.6341
-0.0695
-0.2794
2.9155
-1.138
-0.0904
-2.0112
0.1543
1.5648
-0.6127
-1.3632
0.8831
0.4136
0.5153
0.5973
-0.4875
-0.4862
0.5244
0.1051
-0.0688
-0.7843
-1.266
0.5002
2.6981
-0.7251
2.0866
-0.7909
0.3037
-0.3833
-0.315
0.5502
-0.6139
0.8483
-0.5451
-1.3664
-0.0198
0.3531
0.7059
0.6915
-0.0176
-0.7325
-0.3556
-0.6918
1.0538
0.991
0.8957
-1.672
2.4966
-2.0594
0.9524
0.0194
-0.6808
0.2729
1.4505
0.9426
-0.0124
-1.8336
-0.6852
-1.3827
1.4269
-0.6179
1.615
-0.2321
-1.2754
0.6452
-0.0815
0.3556
0.5682
0.2775
-0.1539
1.4214
-1.3615
0.3905
1.3397
2.1138
0.1811
-1.8281
0.0311
-1.0433
-0.6363
1.9187
2.8402
0.2697
0.233
-1.0451
-0.6898
1.5334
-0.1334
1.2972
-0.6939
-1.694
-1.5752
-0.3782
0.0323
-0.6208
0.9648
0.65
1.2242
0.7846
1.054
2.6194
-0.4388
0.1917
-0.489
0.8381
-0.3642
3.1395
0.5614
0.8901
1.2391
0.012
0.695
-0.0905
0.615
-0.4723
-1.2276
-0.2135
-1.0676
1.692
0.1336
1.4779
1.2283
-0.9709
-1.3604
0.7421
1.5345
-1.8327
-0.498
-1.2783
0.1146
1.5729
0.8755
-1.7187
-0.1729
0.5187
-1.034
-1.5744
2.3387
-0.4833
2.3802
-0.5977
-0.0418
-1.2104
-0.2079
-0.2489
0.0567
-0.3754
-0.4059
-1.4478
-0.5251
-1.856
-0.6682
-1.0209
-0.795
-0.4272
-0.7314
142.433333
0
368
74.79
MASTECTOMY
Breast Cancer
Breast Invasive Ductal Carcinoma
High
1
LumB
1
Positve
Positive
3
NEUTRAL
Negative
Ductal/NST
1
Post
2
Left
10
6.062
IDC
Positive
1
ER+/HER2- High Prolif
31
2
Died of Disease
0.2274
-0.4122
-0.8906
-5.0449
-0.3765
0.9029
1.4871
1.0552
2.0757
-0.673
-0.1719
-0.4313
-0.2978
0.8506
-0.1524
2.4669
1.0378
0.5704
0.5155
0.9812
0.5541
-0.6488
0.2607
0.1318
0.5585
1.3129
0.1246
2.0395
-0.6083
0.0851
1.624
-1.1766
-1.3946
0.1369
-0.1635
0.3666
0.1133
1.377
-0.6129
0.0254
-0.6739
-0.3611
0.914
0.5282
0.9251
0.8979
-0.9793
0.1646
-0.7201
0.7627
0.1744
0.1156
0.1913
-0.6108
2.3913
0.8306
0.0263
0.2619
0.6244
0.2518
0.4379
0.4481
0.0039
0.6404
-0.9022
-1.7162
-0.5688
-1.1702
-1.5257
-0.13
0.1748
-0.8838
-0.0085
-1.3753
0.2012
1.6161
1.2109
-0.6665
-2.4814
-0.5071
-1.608
-2.4181
0.0442
-1.8865
0.064
-0.235
-1.1423
0.8982
-1.5288
-2.2144
-0.1766
-1.0323
-0.9958
-1.4719
0.0167
3.3156
0.3432
1.8294
-1.4804
-0.2874
0.247
0.649
-1.4483
0.0499
0.5303
-1.5657
-1.6751
-1.6708
0.281
-0.6638
-0.1277
-1.2045
-0.4125
-2.3047
-1.4409
-0.003
-0.797
0.4963
0.353
0.1395
-0.0595
1.4349
1.0396
0.6731
-0.3732
-0.0961
-0.4831
1.1689
-0.079
-0.3041
0.4532
0.7857
2.0085
-0.0607
1.2034
-0.5621
-1.8938
-0.6428
1.6275
2.4464
1.3227
2.8865
0.0737
-0.4297
-2.0923
0.2972
0.0046
0.6184
-2.4172
-0.6026
-1.2414
0.5504
-0.6607
1.9114
-1.1355
-0.1632
0.1553
0.7821
-0.8975
-0.5815
-0.6134
-0.2926
-0.8266
-0.8327
2.8392
-1.6038
-1.5484
0.6214
-0.0892
-1.2056
-0.2054
0.5356
-1.3337
-0.8906
0.068
-0.225
-1.2245
-0.4404
0.2196
-2.9813
-0.3737
-0.5973
-1.3437
0.7779
0.2996
0.3289
-1.8908
-0.073
0.9888
0.0996
-1.5723
-1.1318
-1.0957
-0.4245
-0.9565
0.5937
-0.0834
-0.1879
0.2622
-1.0432
-0.0324
0.4018
-1.5939
0.9297
-0.5753
-0.5773
-0.6017
-0.6353
-0.8788
-1.2018
-0.5183
2.0167
-1.5276
-1.1718
-1.0275
3.5814
-1.1664
-0.1638
-0.6219
-0.7298
0.4801
-0.9878
-1.3284
-1.2839
-1.7082
0.6839
-1.0683
0.5276
-1.1738
-1.8604
-1.2907
-1.593
-2.4213
1.3861
-1.4641
-0.551
-1.1207
-0.1178
-0.737
-1.311
0.3422
-0.6543
1.0051
-0.437
0.9363
-1.7241
1.1104
-1.4003
-1.3521
-0.2507
-0.2721
0.7698
1.5359
0.9514
0.1385
0.1369
-0.4545
0.524
-0.8312
1.4891
-0.4726
-1.8754
-0.3312
0.0145
-0.2544
-0.3973
-0.4214
-1.6939
-1.5271
-1.6735
-1.4273
-0.8797
-0.4207
-2.1005
1.6822
-0.4348
1.428
-0.3186
-0.4471
-0.5858
0.2082
-0.9858
0.3026
-2.7179
-1.5075
-0.2189
-1.139
0.4103
-1.78
1.2241
-0.552
-0.7975
0.1188
0.2715
0.8948
-0.2171
-0.373
0.6916
-1.5051
-1.0494
-0.7322
-0.6774
1.1672
-0.2454
-0.9404
0.0461
0.1485
-1.3228
-0.5948
-2.3603
0.2685
0.6748
0.7493
0.7464
-1.5121
-1.7924
-1.6102
0.9533
-0.7045
1.7391
0.0047
-2.5103
-0.9261
-1.5716
0.9377
0.3177
0.0337
-0.6682
0.3231
0.0948
-0.4306
-1.0269
-0.8565
-1.2834
-0.2783
0.0527
-0.3299
0.5057
-0.7008
0.2311
3.0408
-2.2052
0.0248
0.2279
-0.812
0.0083
-0.227
-0.6644
-0.6094
-0.5455
-1.4404
0.1857
1.8646
1.5752
0.9364
-0.0487
0.3273
-0.5257
-0.8671
-0.7783
-0.1776
0.3096
0.845
0.6434
-0.7934
-0.7171
-0.0292
0.483
-0.6937
-0.6626
-1.0425
0.0203
0.295
-0.6162
0.4151
-0.3706
-1.0905
-0.9834
0.0121
0.2254
-0.6745
-1.0537
-2.5873
-1.0549
0.0332
-4.787
-1.0167
-1.036
0.6662
0.5939
-0.5479
0.7095
-0.5369
0.1997
-2.429
0.4345
-0.3351
0.1029
1.1759
-0.6643
-1.9923
-0.2017
1.3114
-0.5379
0.9516
-0.5437
1.1664
-1.0218
-0.4011
-0.3611
1.2232
0.745
-0.3043
-0.3652
0.3258
-1.1654
-0.0784
-1.1056
2.3285
-1.315
-0.186
2.5647
-0.6302
0.0047
0.4218
-1.0914
-0.8029
-0.4731
-1.8848
-0.0704
-0.9947
-0.9871
-0.8752
0.656
0.8561
0.0618
1.0771
0.4556
1.0476
-1.1567
0.4044
-0.929
1.6993
1.1651
-1.0325
-0.3841
-0.0216
-0.3173
-0.8696
-0.3507
1.0127
-0.6383
1.3973
-0.5869
0.1033
-0.6677
-0.945
1.4874
0.9758
0.3118
1.4857
-0.0181
-1.3163
-0.6924
0.4673
0.2702
0.0497
0.6615
1.8279
0.9725
-1.7527
0.4574
-1.1084
-0.2756
1.753
0.4298
0.4258
-1.3125
-1.1154
-0.2339
-0.4112
0.0022
0.0313
0.5753
-1.3943
0.8928
0.3707
-0.5756
-0.2621
61.9
1
369
65.47
MASTECTOMY
Breast Cancer
Breast Invasive Lobular Carcinoma
High
1
LumB
1
Positve
Positive
3
GAIN
Negative
Lobular
1
Post
1
Left
7
6.054
ILC
Negative
1
null
27
2
Living
0.1929
-1.4838
1.7574
-0.2933
-0.2082
-0.8163
-1.5308
1.904
-1.5433
1.5972
-0.4779
0.3098
0.0583
1.8609
0.2854
-0.3877
0.5906
3.2341
2.2213
-0.7163
0.3523
2.0177
-0.1393
0.4976
0.2016
1.9729
-1.2258
-0.3752
-0.9814
1.0521
-0.3663
-1.9409
-1.2497
-0.8426
-0.0146
2.044
-0.8825
-2.4132
-0.4764
-0.6432
-1.0983
-1.6137
0.9405
-0.0037
-0.0285
-0.2926
-0.8281
-1.1623
-0.8034
-1.2549
-2.2347
-0.3862
-1.019
-1.9999
1.1543
4.5349
1.3816
-0.9989
-0.037
0.9917
0.1869
0.2019
-1.3079
1.0563
-2.9672
-1.377
-0.6979
-1.2608
0.1082
-3.3585
1.6127
-0.1219
3.3097
-0.0597
1.3496
0.1572
4.5158
-1.0454
-1.256
0.9094
1.3381
-0.8443
-1.1966
-2.085
-0.588
-0.2282
0.1475
0.4291
-1.7465
-2.2275
-0.9997
-1.428
2.877
-3.3776
0.1617
3.4268
1.5457
0.1438
0.2619
0.7915
3.3828
-0.4674
-0.5467
-1.3776
-1.6888
0.6758
-0.3315
-1.6436
-2.3972
2.089
1.2206
-0.5432
0.2749
0.1665
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1.5022
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0.5302
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0.2011
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0.6178
0.962
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0.6552
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0.9239
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0.213
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0.6787
0.7848
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0.6048
0.4284
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1.4405
0.1213
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0.7694
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1.7099
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2.0581
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2.4774
0.3903
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0.9792
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1.8249
0.5975
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0.0229
-1.7174
0.7797
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0.1793
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1.7432
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0.6241
-0.6516
3.8334
1.3168
0.0103
-0.2813
144.333333
0
370
64.01
MASTECTOMY
Breast Cancer
Breast Invasive Ductal Carcinoma
Moderate
1
LumB
1
Positve
Positive
3
NEUTRAL
Negative
Ductal/NST
1
Post
9
Left
16
6.094
IDC
Negative
1
ER+/HER2- High Prolif
47
2
Died of Other Causes
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1.2773
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1.2047
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1.5053
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0.1244
2.2182
0.6724
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1.8136
1.4496
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2.4902
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0.0366
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1.771
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0.5498
0.2382
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2.2298
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0.4336
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1.0584
1.4017
0.6347
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0.8968
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1.0664
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0.53
0.9936
0.6058
2.9946
0.0068
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0.2991
0.5058
1.8223
2.0551
0.0844
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1.0067
2.5957
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1.0266
1.6337
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-0.9923
-0.5953
-0.5604
0.1013
-0.6354
93.5
1
371
78.41
MASTECTOMY
Breast Cancer
Breast Invasive Ductal Carcinoma
Moderate
0
LumB
1
Positve
Positive
3
GAIN
Positive
Ductal/NST
1
Post
5
Right
6
6.044
IDC
Negative
1
HER2+
22
2
Living
-0.7409
-0.5378
-1.1054
0.3454
0.5465
-0.5482
0.6663
-0.8061
1.158
-1.2843
-0.171
1.0991
-0.7156
-0.4761
-0.6689
-1.1968
-0.074
2.9756
-1.4429
0.5462
0.9226
-0.4076
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0.4334
-0.3901
0.0601
0.28
-0.6647
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0.4677
-0.355
0.5781
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0.3551
0.2372
1.5471
-0.8603
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0.043
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0.3783
0.5016
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1.227
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0.3944
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0.5245
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0.2937
0.926
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0.5623
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0.2312
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0.1516
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1.3056
-0.5143
0.1263
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0.109
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1.2696
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1.245
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1.8363
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0.6288
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0.0487
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0.3025
1.3371
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0.8493
2.3982
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0.5467
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1.1458
1.1759
0.5478
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3.1952
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1.0723
0.4434
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1.4641
0.4816
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0.5101
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1.5082
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0.1399
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2.1426
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0.9989
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1.2113
1.2918
2.8335
1.6218
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-1.6761
0.3885
-0.8109
-0.3206
-0.2454
0.7478
0.4415
-1.0554
0.4763
-1.195
-0.4693
0.7437
-0.3045
0.5201
-0.3745
-1.3748
-0.6855
-0.4143
-1.3417
-0.9748
0.2938
-0.4301
0.0406
1.4952
0.1238
0.0494
-0.4728
-0.6968
1.1571
1.5367
0.9605
-0.6488
-0.4166
-0.9091
0.9825
-1.2405
0.1485
-0.3275
-0.5958
-0.6236
0.4625
0.3228
0.7797
1.4442
-0.4507
-2.27
-0.5737
1.3648
-1.7561
-0.5366
-0.0942
1.2837
-0.8352
0.1466
1.496
0.4679
0.0713
-1.0188
-0.5698
-0.9739
-1.4868
0.5732
-0.6112
2.5814
-1.5681
-0.7607
-0.284
-0.6327
-0.5365
2.3195
-0.1967
-1.1496
0.4068
-0.4766
-1.3711
0.5216
1.0486
-0.1836
1.6957
0.9865
1.5534
0.0626
-0.0493
0.1474
-0.1928
-0.0167
0.0523
0.5119
-2.1602
-0.7575
0.4769
1.8277
0.3676
1.8786
0.1054
-0.2976
0.6815
2.0157
-0.5393
0.9217
-0.2389
-0.6236
0.8477
-0.6487
-1.0337
-0.4654
0.7672
-0.7059
0.1847
-1.1385
-1.3897
0.8657
0.4882
0.459
-0.1578
1.2604
0.2246
-0.2855
0.3937
-0.1106
1.3644
-0.7016
-0.1471
0.4707
-0.726
-0.4793
-0.0875
0.2523
-0.718
0.4448
-0.7685
0.6235
-1.095
-1.3931
0.1116
0.4005
2.2408
131.133333
0
372
39.86
BREAST CONSERVING
Breast Cancer
Breast Invasive Ductal Carcinoma
High
1
Basal
1
Negative
Negative
3
NEUTRAL
Negative
Ductal/NST
1
Pre
10
Right
0
4.036
IDC
Negative
1
ER-/HER2-
18
1
Died of Disease
0.8076
-1.3987
0.8001
-0.504
-2.2526
0.6727
1.5753
1.8531
0.4385
-1.7286
1.6872
-0.5645
-0.936
0.0763
1.2797
0.8354
0.0755
-0.6757
0.3331
0.0122
-0.7384
-0.7592
-0.4326
5.6426
0.5104
1.4122
1.7662
1.9332
1.7288
0.3226
2.3414
2.2722
2.7366
3.672
0.9932
1.4217
-0.871
-0.394
1.2245
0.0503
1.342
1.6819
3.2962
-0.1469
-0.171
0.1316
-0.0926
0.27
0.9706
-0.6483
-2.5879
1.1556
1.074
-1.4635
0.0208
-0.6337
-1.2557
1.4516
1.2855
-1.9267
-0.7243
-0.2526
-1.3238
-0.4599
-0.3624
-1.3816
1.7473
2.0222
-0.248
0.8411
-1.5092
-0.0522
-0.1636
-0.612
2.6702
-0.2015
0.5871
0.5364
-0.0345
-0.1843
1.1211
0.7967
1.2196
-1.7715
-0.9222
0.6067
-0.3976
1.0871
-0.1851
-1.252
0.0893
0.458
1.0859
-3.5549
-0.5279
0.549
-0.4879
-0.0721
-1.1069
-0.1187
-0.4154
-0.588
-0.9292
-0.1838
0.4269
-0.9508
3.274
-0.0675
-1.1397
-1.0913
-0.9856
-0.4456
-1.7099
-0.9014
-2.3071
0.2866
1.0445
-1.1263
0.0928
1.4958
1.2275
0.8076
-0.6185
-1.3341
-0.6712
-1.101
4.0395
0.9794
-1.6473
1.1174
-0.6704
3.5442
1.3587
-1.0288
-0.3902
1.1711
-0.8469
0.5372
0.1029
-0.3428
1.1721
-0.8309
2.7745
1.8953
1.5533
-0.6722
1.1582
0.075
-0.7784
0.5177
-0.7122
1.1289
0.5531
-0.517
2.111
-0.8434
-0.0674
0.2434
0.3353
0.7103
-0.6273
1.8783
0.6593
-0.2359
0.1475
-1.4648
-0.7503
0.6698
-1.1726
-1.5783
-0.7593
-0.5157
-1.2866
-0.3925
-1.1545
-0.3038
1.1079
0.4708
0.4673
0.2123
1.2299
-0.104
-0.1687
-0.5704
0.6222
-0.9535
0.5662
-0.9594
-0.594
-0.1725
-1.551
-1.9919
-0.7054
0.0404
-0.8315
0.5107
-1.5539
-0.3952
-0.0036
-0.2903
-1.1071
-1.2816
-0.5262
0.7787
-0.4818
1.8476
-0.6792
-0.4217
-1.2045
-0.8038
-0.59
-0.2626
-0.0691
-0.3947
-0.9946
-0.567
1.4259
3.7306
-0.9099
0.1159
-0.7873
-0.3217
-1.1485
1.9824
-0.2891
-0.6595
-0.3496
3.8341
-1.4557
-0.9351
-1.8534
-1.6049
-1.1769
1.3084
1.3344
-0.7213
-1.9464
0.6546
2.6836
-0.134
-0.2163
1.0959
0.6137
2.4587
1.668
0.5766
1.7906
-1.066
-1.1975
-2.1212
1.0177
-0.7481
-0.15
-0.8136
0.449
-1.834
0.9055
-0.4855
-1.6838
2.0636
-0.7142
0.5052
-0.2547
1.8012
0.4537
0.7682
-1.1466
0.0375
-1.1555
0.5954
-2.3891
-0.4581
0.2469
-1.1412
-1.1891
0.2746
-0.3544
-0.8654
-1.2013
2.1805
-1.3842
-0.3684
1.0049
-0.8246
-1.244
1.4826
-0.1036
0.7058
-1.6809
-0.8091
-0.789
0.1695
1.1259
1.9683
0.8307
-0.486
0.0613
-1.5705
0.0667
-0.8209
-0.7522
0.7717
-0.7485
0.6983
0.3961
-0.4587
-0.1621
-2.1005
-0.0758
-0.8116
-0.2327
1.2251
-0.3489
1.0486
-2.633
-2.0831
-1.149
-0.6971
-0.9167
-0.1403
-0.5271
-0.8948
0.2062
-0.6807
-1.7942
-0.8927
-0.4139
0.1987
-1.5356
1.8989
0.098
-1.2388
3.8941
-1.7349
-0.0002
-1.2124
0.992
0.3363
-1.3813
-1.4366
0.7699
-2.2098
-0.0571
1.183
1.6286
-1.4386
2.145
-0.5903
-0.5846
-2.0666
-0.6007
-0.1756
0.7854
0.1219
-0.0614
-0.9256
-0.5733
4.8153
0.5208
2.9109
-0.1972
-1.9104
0.1742
-0.833
0.0906
0.1042
-0.2626
-0.5572
3.4671
2.5885
0.6029
3.3772
-1.5446
-2.0007
0.2438
-0.9659
-1.2117
-0.7708
3.4872
1.752
-0.6086
-1.9072
-1.2601
0.1166
0.387
1.4024
-0.208
-0.4444
-1.0182
-1.2833
1.1433
0.0688
2.1907
0.0564
3.6201
0.0633
-1.0067
-0.9038
0.1746
0.6662
-1.3252
0.9992
0.5649
-0.8385
-0.6305
1.3511
1.5335
1.1693
-0.1765
1.8337
-0.8923
1.7807
-0.8667
-1.028
-0.4516
-1.0388
0.6788
0.9721
0.204
0.1914
0.7934
0.8345
2.8734
-0.3381
1.2785
-0.916
-0.895
-0.8075
-0.978
-1.4761
-0.532
-0.2391
-0.4589
0.503
-1.1303
-0.5095
0.0319
1.188
-1.4324
-0.9547
1.3232
0.5557
0.4713
-1.1936
0.9338
-0.9
-0.0237
1.2912
0.0861
-0.2206
0.6292
-0.4
0.8124
-0.6021
-0.9509
0.6014
0.1028
-1.5433
-0.1683
-1.2013
-1.8329
0.8745
-0.3652
-0.8711
-0.4983
0.0202
-1.2181
-1.8948
1.8858
-0.8516
-0.9571
0.2917
1.6003
0.1337
-0.2373
-0.4238
0.1112
0.6605
0.3358
4.2396
-0.658
-1.1428
0.7075
2.6232
-1.2638
-0.8917
-0.4403
-0.7924
-0.8755
62.766667
1
373
63.31
BREAST CONSERVING
Breast Cancer
Breast Invasive Ductal Carcinoma
High
0
LumB
1
Positve
Positive
3
GAIN
Positive
Ductal/NST
1
Post
5
Left
2
5.048
IDC
Positive
1
HER2+
24
2
Died of Disease
-0.1249
0.6219
-0.7024
0.0483
0.4941
1.9338
1.0228
0.7078
1.629
-1.0557
-0.1345
0.8282
1.3731
0.007
0.1598
-0.9993
0.905
2.3661
-0.4464
-0.1688
0.1366
0.3248
-0.5008
-0.0324
1.646
1.5003
0.8998
0.4027
0.0447
0.234
2.2212
-0.41
-0.5769
-0.1819
0.4999
0.8833
0.2272
0.4218
-0.5903
0.3761
1.0472
-0.0007
0.29
-0.7572
0.6715
0.9316
0.645
-0.6727
-2.4852
0.0647
-0.7922
-0.2205
0.7015
-1.9008
-1.2324
-0.4762
-0.6643
-0.4812
1.5911
-1.5662
0.5551
-0.215
0.5246
1.6876
4.3288
-0.5737
-0.0738
-0.6239
0.8087
0.5131
-0.1043
0.0954
-0.4022
-0.2905
-1.2402
2.6835
-0.3013
-0.1877
-1.2755
-2.8464
-1.7142
0.0863
0.0427
1.3054
0.1647
0.0806
-0.8454
-0.8132
-0.252
-0.3027
-1.2757
-1.4254
1.2759
-0.7245
0.6297
0.9681
0.2814
0.9395
0.2598
-0.3133
-0.3331
0.5733
-1.4605
0.6654
0.4309
-0.269
-1.0874
2.511
-0.6064
-0.3239
0.2489
-0.6986
1.2066
-0.0842
0.798
-0.183
0.3541
-1.5146
-1.2984
-0.4572
1.8255
0.5475
-0.2833
0.2321
-1.4336
0.8707
-0.0911
0.328
0.8424
-0.0937
0.1946
0.1338
-0.4575
-0.9555
-1.4016
0.2277
2.5502
1.5631
2.2556
-0.6381
1.9764
0.305
2.2696
-0.9103
0.0836
-0.0793
1.7338
-1.3778
-0.9821
-0.457
-0.8859
1.5855
-0.3315
1.1274
-0.5892
-1.7037
1.2725
0.7216
0.2305
-0.014
-0.2498
-0.7524
-0.7609
0.7481
0.6357
-0.2563
0.7653
0.1367
0.0781
1.0113
-0.8157
0.6081
0.0878
0.2922
-0.3656
-0.3536
-0.1065
-1.3977
-0.4201
-0.6737
0.2231
0.073
0.7416
0.3068
0.1506
-0.9806
-0.4994
-0.5724
0.6142
0.1175
-1.298
-1.056
-1.0389
0.2277
0.0049
2.0058
-1.136
-0.508
-0.0799
-0.7377
0.3503
0.3888
0.0731
0.7978
-0.3925
0.1022
0.4165
1.9967
0.6199
0.4775
-0.3782
0.3142
0.2737
-0.0878
-0.4722
-0.1712
-0.6715
-0.5114
0.2923
-0.1844
-0.6655
-0.4254
0.1789
0.7705
-0.1092
-1.4556
-0.2693
0.8582
0.7909
-1.0844
-0.2387
-0.1775
-0.7498
0.058
-0.6563
0.4919
-0.1269
4.3477
-0.3736
-0.5284
0.1081
0.4583
0.2987
0.3922
1.5806
-1.9489
0.9067
-1.4693
-0.4209
2.5727
1.6552
-0.1192
1.6826
0.3572
1.7952
-0.5515
0.8547
-0.4379
1.7397
-0.7849
-0.5275
-1.9222
-0.3953
-0.8495
-1.0997
-0.0754
-0.2227
-0.8752
0.1248
-1.4401
-0.395
-1.1544
-0.0767
-0.9242
-1.7947
1.2208
0.2505
0.2585
-0.4081
-0.39
0.4458
-1.2718
-0.0998
-1.4704
-0.9292
-0.7467
0.0417
-0.5097
0.0462
1.3535
-0.5015
0.086
-0.9137
-1.1481
-0.3002
-0.3158
-0.2231
0.1323
-0.8187
0.4682
-0.1285
-0.1154
-0.2027
-0.3139
0.542
-1.5908
-0.0697
0.6006
-0.0322
-1.0831
-1.2981
-0.2001
-0.255
-0.9927
-0.5374
-0.9064
0.4719
-0.9833
1.0476
0.4742
0.5067
-0.4821
-2.0564
-0.0651
-0.7047
-1.8354
0.2861
-0.7843
-0.1142
-0.0664
-1.2349
0.2212
0.6614
-0.4168
0.1904
-0.0751
-0.0527
-0.5563
-0.7411
0.8288
2.4263
-0.7232
-0.07
0.6042
-0.8216
0.0715
-0.804
-0.2536
-0.3796
-0.322
-0.7158
1.8843
1.3567
0.354
0.4832
0.138
-0.1594
-0.0984
-0.5613
-0.77
1.8408
-1.2407
-0.9779
0.1851
-0.2333
1.0073
-1.3676
0.3006
-0.5869
-0.3443
-0.0596
-1.5102
-0.4791
-0.9661
-1.2624
1.5785
0.2559
-0.9003
-1.6167
0.1631
0.4647
0.5871
-0.4678
-0.0612
0.0222
-1.6161
-0.3628
-0.0278
0.1624
0.518
1.4094
0.4215
-0.4549
-0.3056
-1.0158
1.5306
-0.3472
-1.0435
0.7111
-0.831
-0.1223
-0.2178
0.2229
-0.5269
0.6283
0.3021
-1.2203
0.1172
0.4291
0.1532
-0.5974
1.0532
1.1933
0.2156
0.1116
0.7406
1.3047
0.2698
0.2279
-1.4323
0.8699
1.3516
-0.3539
-0.0366
2.185
0.0119
-0.9792
0.7668
0.2752
-0.4498
-0.8039
-0.9353
-0.6029
0.4461
0.431
-0.3477
0.6552
0.6653
0.5584
-0.9856
0.207
0.2953
0.684
0.1578
0.6171
-0.4288
-0.6738
0.0615
1.9335
5.3712
1.4836
-0.188
-0.3749
1.7429
0.2875
-0.8116
-0.6926
-0.7466
0.5006
-0.5344
0.5319
0.4914
0.9503
-0.6079
-0.892
-0.7785
0.1566
-0.5515
2.2796
0.9821
-0.3773
0.9324
-1.0467
-0.5561
-1.0023
0.4916
-0.0813
-0.4436
-0.4595
0.6516
-0.0379
1.3006
-1.0782
-1.7755
-0.49
-0.8442
-0.1972
-0.2754
-0.3161
27
1
374
34.68
BREAST CONSERVING
Breast Cancer
Breast Invasive Ductal Carcinoma
Moderate
0
LumB
1
Positve
Positive
3
LOSS
Negative
Ductal/NST
1
Pre
1
Right
15
6.05
IDC
Negative
0
ER+/HER2- High Prolif
25
2
Living
-0.7367
1.1214
-1.4672
-0.7891
1.0839
1.1767
1.5182
0.5137
1.2177
-1.7483
0.6427
-0.174
-0.0681
-0.7748
-0.3356
-0.6214
0.024
0.1649
3.0121
-1.1962
-0.007
0.135
-0.8767
0.3113
-0.9569
0.6411
0.3071
0.032
-0.3078
1.3907
0.2626
-0.3376
0.2136
0.0452
0.6046
0.7039
0.4221
-0.9826
0.8025
-0.0344
-0.7189
0.6873
0.3808
0.3273
0.5001
-0.0533
1.0297
-0.3564
-0.7343
0.0626
0.0432
-0.72
0.0183
-1.532
2.1426
-0.4175
0.1088
0.3472
0.0909
-1.2073
1.4433
-0.5203
-1.1079
0.8344
-0.8003
0.5162
-0.1671
0.547
-0.5092
-0.339
-0.197
-0.3431
0.3818
0.0752
0.2864
-0.4296
0.5006
0.3377
0.8401
-1.7191
-0.3644
1.1935
-0.2562
0.1057
0.2559
-0.5949
0.2049
0.4546
-0.7907
0.0464
-0.0427
0.4521
1.5294
-0.1858
0.8237
0.6972
0.5256
0.554
-0.5387
-0.9425
2.5501
-0.4669
-0.3103
3.1148
0.8703
0.7587
0.5842
0.6843
0.3778
-0.5938
0.4348
-0.5125
0.7488
-0.1131
0.4743
0.3108
0.7084
-0.5624
-2.4446
0.0062
0.8021
1.6815
0.1075
0.0819
-0.7174
-1.6095
-0.0564
0.8189
0.0136
-0.8877
0.4162
0.2706
-0.4274
-0.5364
0.2853
0.1182
2.1193
1.6956
0.9561
-0.1488
1.2361
-0.5
0.044
0.1164
-0.1365
0.6871
0.2098
0.6526
0.1223
-0.5076
-0.5145
1.3089
-0.6831
-0.5351
0.0163
0.1178
-0.9317
0.0802
0.4848
-0.7533
1.3247
0.5419
-0.3724
0.6416
0.1739
-0.2597
-0.9773
-0.5614
-1.1428
0.1194
-0.8552
-0.1112
1.7092
-0.4999
-0.0949
-0.3525
0.9439
-0.3461
0.3455
-0.4316
-1.194
0.0478
-0.2698
-1.3095
0.3724
-1.2718
-1.0121
-0.7505
-1.0435
0.0313
1.6595
-0.4663
-0.2456
0.6783
-0.1241
1.7518
0.7621
-0.1507
-0.1174
0.1664
-0.0646
0.5467
-0.5741
-0.2747
-0.2089
1.0632
1.3872
0.414
2.6131
2.4871
-0.1531
1.2653
0.5423
0.1802
-0.2107
-0.4561
-1.294
0.3696
-0.4825
0.2708
-0.6109
2.2578
-0.3229
0.4952
1.3881
-0.7771
-0.1324
0.5922
1.6547
0.0102
1.375
0.3784
1.0566
0.7237
-0.2642
-0.7145
0.0842
-0.2518
-0.1867
-0.796
0.4326
-0.2255
-0.1485
0.7038
1.262
0.5945
-0.6714
-1.2722
0.367
1.7178
1.6816
-0.4352
0.396
0.1139
-0.462
-0.7295
0.1284
-0.5775
-0.5513
0.8407
-0.9943
0.0614
-0.2742
-0.2862
-1.8905
-0.4909
0.2527
-0.3374
0.5278
-1.7764
-0.4195
-1.0391
0.3184
1.2333
-0.9646
-0.0945
-0.3557
0.2226
-0.9659
1.191
1.0105
-0.8853
-0.4271
1.3207
-1.0336
-0.8067
2.0844
-1.1487
0.5454
0.549
-1.0806
0.4625
-0.599
0.0284
1.5596
-0.1769
0.0139
0.0471
-0.6222
1.6194
0.0934
-0.2017
-0.3573
0.3874
-1.3598
0.679
1.5322
0.2574
5.2043
0.1671
-0.5456
-0.1337
0.1319
0.0252
-0.16
0.2225
0.9136
-1.7226
1.5735
-0.7806
-0.0307
-1.281
-0.6118
0.4835
0.6626
-1.084
-0.2806
-0.1218
-0.4572
-0.0864
-1.0617
1.3659
1.3016
0.4584
-0.183
0.4476
-1.2392
0.1407
-0.9907
0.3805
0.3904
-0.3836
-0.824
0.2363
-0.4593
-0.5194
-0.8673
0.1762
-0.4866
-1.1791
-0.7583
-0.4374
-0.1413
1.8196
-0.2111
-0.3694
-1.1519
-1.1882
-0.4001
-0.4956
-0.8032
-0.2974
-0.5885
0.1453
1.7037
0.2176
-0.6502
-0.314
-0.752
-0.4794
0.663
-0.7309
-0.3877
-0.318
1.6576
0.0973
0.2478
-0.5681
0.2382
-0.4557
1.8748
-0.936
1.4748
-0.6846
-0.142
-1.3818
-0.7423
0.1259
-0.1061
-0.3729
0.0661
-0.8702
0.4387
0.0288
-0.1202
0.5309
-0.8709
-0.7858
-1.1154
0.0971
0.1112
-0.2704
0.2458
1.7705
0.3755
0.8208
-0.0748
-0.8858
0.8245
-0.9423
0.1159
-0.7453
0.487
-0.8419
1.2038
1.3387
-0.0196
-0.4226
-0.3975
0.5641
0.4524
-0.7752
-0.0637
-1.2953
-2.5896
-0.3209
-0.9721
-0.6316
1.987
1.038
-0.749
-0.7939
-0.7291
0.5335
-0.2495
-0.0356
-0.4939
0.1517
-0.7537
-0.561
1.2943
0.7485
-0.3882
-0.4537
-0.7828
0.0813
0.3701
-0.6038
-0.3391
-0.3897
-0.8777
0.0831
0.0269
-1.5686
2.0903
-0.6299
-1.0134
-0.4532
2.3078
-0.5111
0.0573
0.3089
-0.0378
-0.4633
0.886
0.884
0.0918
0.8876
-1.6746
-0.1418
1.2502
-0.3163
-1.1764
0.6466
0.0567
-0.7584
0.4864
-0.7442
-0.4148
0.0385
0.0603
0.5386
0.8498
-0.6491
-0.4661
0.3268
0.5527
0.2079
0.1093
1.433333
0
375
72.69
MASTECTOMY
Breast Cancer
Breast Invasive Ductal Carcinoma
High
0
Normal
1
Negative
Positive
3
NEUTRAL
Negative
Ductal/NST
0
Post
10
Right
1
5.046
IDC
Positive
1
ER-/HER2-
23
2
Living
-0.8468
0.4818
0.6131
0.06
-0.606
1.7714
0.8917
0.101
-0.8821
-0.7944
0.1019
-0.6552
-0.1177
0.0135
0.8125
-0.9726
-0.8721
0.2504
-0.7616
0.7438
1.092
-0.088
-0.1036
1.4709
0.0162
-0.2499
1.5368
-0.0527
0.086
-0.594
0.961
0.7688
0.4197
2.1312
0.0722
2.2336
0.3576
-0.814
-0.0698
-0.1189
1.0842
-0.2215
2.6427
0.2195
-0.2974
0.0938
-0.0722
0.5703
1.4169
0.9731
-0.2846
0.6323
2.7922
0.9295
0.0611
-1.3626
-0.2736
1.729
-0.8741
-0.4542
-0.6914
-0.8869
-0.3711
0.6762
0.7747
-0.6163
2.1297
-0.3097
-0.7426
-0.7422
-0.61
0.38
0.3676
0.1459
0.5086
0.9843
0.5556
0.5111
-1.8662
-0.1664
-0.8792
0.0793
1.2871
-1.223
-0.6309
2.9891
-1.1531
-0.4864
0.4316
-0.0966
-0.5017
-1.2566
-0.8267
-1.6242
-0.3284
1.0155
0.4069
-1.9646
1.918
-0.885
-0.1786
-0.4141
-0.2043
-0.7206
-0.4596
-0.3673
-0.3126
0.9849
-0.2991
-0.3423
1.1418
0.2234
-0.5528
-0.924
-2.0398
-0.3848
-0.3412
-1.5728
-0.5408
0.8409
0.3463
-0.8531
-0.0983
-1.1585
2.0991
1.1529
-0.4675
-0.1829
-1.1078
0.1022
0.0379
0.3725
1.3159
-0.8075
0.8065
0.1689
0.3976
-0.1374
0.3893
0.2401
1.7224
-0.1038
1.2416
-0.2774
0.4846
0.4031
-0.2572
1.4992
-0.9354
0.5634
-0.2467
1.2309
0.6979
-0.1963
-0.5016
-1.0999
-0.7871
0.161
-0.6879
0.3246
1.1889
0.3746
1.1675
0.5381
0.3923
0.1104
0.2401
-1.2194
-0.3049
-0.4906
0.472
0.4971
-0.8664
-0.4808
-0.7206
-0.2297
1.3033
-0.31
0.3943
1.3613
-0.8943
-0.9005
1.5436
-0.717
-0.1446
-0.0637
0.4132
-0.4343
0.002
-0.1359
-0.6878
-0.593
0.6635
0.6422
-0.7931
1.608
-1.0896
-0.2222
-1.2051
-0.6863
-1.1824
-0.1608
-0.3711
0.2461
-0.3535
0.1167
-0.5437
-0.1445
-0.108
-0.9237
-0.8881
-0.4107
0.5674
0.45
-1.369
1.4167
-0.1116
-0.9569
-0.0667
0.3238
0.9735
-0.7898
0.4045
2.6918
0.4596
0.4141
0.3882
0.7728
-0.8826
-0.4584
-2.0519
-0.1459
-1.7096
0.3548
1.6472
-0.047
0.8439
-0.9949
1.8513
0.3687
0.2231
-0.0483
0.0708
1.1348
1.2294
0.6653
0.8771
0.3783
-0.6966
-0.3096
-0.683
-0.721
-0.8956
0.27
0.2135
-0.928
0.468
0.1444
-1.0268
-0.3403
-0.9038
0.0848
0.288
-0.1429
0.6639
0.4955
-1.5047
-2.015
0.6067
-0.7528
-1.0035
-1.5738
-1.4298
-0.431
1.1332
-0.846
0.2874
0.6624
0.7837
0.6699
-0.284
-0.3485
0.9135
-0.148
-0.1654
-0.2572
-1.0905
-0.5877
-0.4911
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0.6989
-0.9023
0.1772
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-1.4127
-0.2594
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0.4035
0.0749
0.164
0.3461
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1.7197
0.9615
-0.8637
-0.037
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-1.8659
-0.69
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-0.5806
0.4005
-0.9345
-1.494
0.1668
-0.5744
0.8545
-1.3893
0.9642
-0.1019
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-0.3134
-0.4107
0.5108
0.0584
1.5519
-0.3229
0.8233
0.1307
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2.6758
-0.6699
0.4934
-0.0429
-0.25
0.5189
-0.0208
-0.3839
-0.7996
0.8409
0.5192
-0.2575
-0.3586
-0.5563
1.8979
-0.8903
2.0279
0.4611
-0.8152
0.4635
-0.7559
-0.8061
-1.0029
0.0568
1.3933
0.1953
-0.4735
0.8332
-1.1614
-0.6119
-0.8913
-0.1638
0.1264
0.4335
-0.4549
0.1426
2.8096
2.429
-0.7723
-0.4801
-0.7066
-0.0549
-0.0202
-1.4435
-0.6244
-0.0131
0.7863
-0.2804
-1.154
1.6718
-0.2473
-0.422
-0.8542
-0.84
-0.6735
0.1064
0.4813
-0.2562
0.6906
1.0521
-1.2026
-0.0728
-1.7737
0.4903
-0.5502
0.0705
-1.4128
-0.2404
0.1722
1.1967
1.1072
-1.3142
0.1446
0.6724
-0.3659
0.8573
-1.2607
1.4253
0.1801
0.3995
-0.2584
-0.0536
-0.6209
-0.2263
0.1188
-0.1611
-0.5698
0.1767
2.2666
1.5254
1.2228
-1.406
-1.2736
0.3465
0.1498
-0.4314
-1.0147
-0.0528
-0.406
-0.3212
-0.3855
0.0065
-1.7546
0.0327
-0.6112
0.2425
-1.0132
1.2804
0.33
-0.4794
1.0054
-1.224
-1.3252
-0.9674
-0.5254
0.666
-0.5787
0.2441
0.2085
0.3525
0.8602
-0.0456
0.0093
0.7102
0.4833
-0.0916
-0.1517
-0.8293
-0.3789
0.0638
-2.0441
-0.8703
-1.5561
0.0709
0.1349
-0.0231
-0.4519
-0.5127
-0.3726
1.0702
-0.3676
-0.6606
-0.5471
-0.039
0.5403
1.1978
0.1899
0.6505
0.2845
-1.4603
-0.1574
0.0609
-0.7515
-0.7533
-0.3382
-0.9709
-0.7446
143.166667
0
377
63.25
BREAST CONSERVING
Breast Cancer
Breast Invasive Ductal Carcinoma
Moderate
0
LumA
1
Positve
Positive
2
NEUTRAL
Negative
Ductal/NST
1
Post
4ER+
Right
0
3.024
IDC
Positive
1
ER+/HER2- Low Prolif
12
1
Living
-0.2866
-0.0724
-2.1771
0.9476
-0.2142
0.3249
0.3829
-0.2014
-1.2225
0.0885
0.9318
-0.2716
-1.0919
-0.0663
-0.3482
-0.2426
-1.3637
-0.3033
-1.3059
-0.6742
0.265
-1.0636
-0.003
0.3478
-1.1325
-0.7662
-0.9525
-0.5059
-1.2834
-0.3908
-0.6983
0.2811
1.2084
-0.5291
0.6016
1.382
3.5289
0.8312
-0.2839
-0.9553
-0.0717
-0.0148
-0.7766
-0.1986
-0.7446
-1.313
-0.4024
0.4955
2.2034
0.2569
0.9622
1.1157
1.9991
0.4954
-0.5951
-0.0159
-0.1174
0.8475
-0.2676
0.8859
-0.5667
-0.1765
-0.5861
1.3547
-0.5532
1.7312
-0.3842
0.227
2.2267
-0.5573
-0.4452
-1.8913
-0.3942
0.4066
-0.3647
-0.7177
0.0242
-0.5855
1.6116
0.5314
0.5205
0.0129
0.2078
-0.5979
-0.2196
0.1761
-0.0057
-0.0469
-0.426
0.9599
0.8626
-0.2494
-0.241
0.0359
-0.5943
-0.277
-0.7506
-0.3432
-0.066
-0.7457
-0.3862
-1.1387
0.474
-0.4552
0.8167
1.0954
0.6826
0.6448
1.1886
0.5957
-0.1386
0.8189
-1.5276
2.6199
-0.6907
-0.4409
-0.3227
1.0812
0.666
0.118
-1.7493
-0.2828
-0.2644
-1.3231
0.2991
-0.3967
0.3766
-0.8679
-0.2748
0.0026
1.0649
-0.4042
0.2219
-0.8012
1.2425
-1.4806
0.5566
-0.1653
0.712
0.0692
-0.0309
-1.2181
-1.2645
0.1374
0.8957
1.5769
-0.7057
0.1962
0.8449
2.6496
-0.655
0.075
0.2116
0.2804
-0.6362
1.1231
-0.2255
-0.2437
0.0349
1.2901
-0.2831
0.6909
0.6721
0.8295
5.07
1.7454
0.1961
-0.0405
0.6002
-0.7114
1.2303
-0.3386
-0.9097
1.5962
0.1566
-0.7897
-0.0832
0.8286
0.6923
0.5078
0.2922
1.4741
1.6494
-0.6993
-0.5301
-0.193
1.0872
-0.5016
-1.2953
0.5863
0.5868
0.6625
0.2122
0.7451
-0.5119
0.5005
-1.1011
-0.7235
0.5018
-1.2773
1.0612
0.0205
-0.4294
-1.5608
-0.874
-0.1118
-0.2651
-0.2101
-0.9327
0.1754
-0.8142
0.1105
0.1752
0.5637
1.1528
0.562
0.6393
-0.3316
-0.2935
-0.8846
-0.0664
0.1944
1.364
0.9472
-0.4777
-0.3583
1.2161
1.6952
-0.7681
1.5335
-1.0658
2.1187
1.0538
-0.6399
0.2533
-0.251
0.769
-0.3786
0.5804
-0.6796
-0.904
-1.1161
-1.152
1.6015
-0.0853
-0.3799
0.3325
-0.2909
0.7995
0.1777
-0.0328
-0.5617
-1.4113
0.0567
0.7969
0.2492
0.1261
-0.1113
-0.6622
0.0024
-0.7608
0.6036
-0.0624
-0.5881
0.7363
0.8082
1.7861
0.2507
1.468
0.8346
0.2282
-1.2181
0.6559
0.5793
-0.1532
-0.065
0.786
0.282
0.1778
-0.4646
-0.1241
-0.4318
-1.432
-0.0459
-0.6668
0.1035
0.0985
-1.3113
1.3113
0.4634
1.8331
0.5617
-0.7537
-0.9769
-0.9464
-1.1299
-0.3086
-1.2926
1.689
-0.5387
-0.2621
0.3498
0.6378
-0.1952
-0.3407
-0.2888
-0.2164
-0.3292
1.3568
1.2936
0.0553
0.002
-0.8877
-1.0647
0.3587
0.5401
-0.8387
-0.2467
-0.5182
-0.1236
1.3645
-0.6241
0.1838
-0.5142
-1.489
-0.3417
0.7023
1.1084
1.1658
0.0638
-0.0117
-0.114
-0.3517
1.013
-1.3738
0.2685
-0.7172
0.3643
0.0623
-0.0664
0.498
0.9426
0.352
-1.4626
-0.1295
-1.5003
-0.2093
0.2244
-0.3663
1.0088
-1.2149
-1.3169
0.019
-0.2578
-0.2645
-0.4621
0.0577
-1.187
2.4897
0.9616
0.1064
-0.9744
0.4454
-0.3388
-0.3984
-0.6168
0.6286
-1.2415
-0.0857
-0.3562
-0.9067
0.3409
-0.4109
0.1208
-0.5836
-0.2808
1.5936
0.9691
0.2518
-0.4787
0.5679
-0.5586
1.4108
-0.9488
0.3223
0.2779
-1.226
0.0691
-0.636
-0.2262
-0.4272
-0.0171
-0.7887
0.402
0.4939
-0.5861
0.0286
0.2275
-0.7099
-1.4053
0.099
-1.0641
-0.2493
0.7407
0.0353
-0.0039
2.501
0.5903
-1.1948
-0.7662
-0.6926
-0.286
0.7767
1.614
-0.0974
0.1463
0.4187
0.1181
-0.5875
1.2384
-0.1113
-0.635
0.0145
-0.454
-0.3717
-0.1334
0.1003
1.4375
1.1519
-0.1359
0.7325
1.0534
0.8775
0.2009
-0.299
-0.1178
-0.9765
2.6805
-0.4393
0.3926
-0.5535
-0.757
-0.3692
1.7182
-0.1569
-0.7163
-0.5446
-0.3688
-1.4194
-0.5774
-1.4277
1.0388
-0.2858
-0.3214
0.0372
1.0311
-0.2571
0.7967
-0.1131
-0.0866
0.0791
0.648
0.4645
-0.1795
0.4295
0.4458
-0.1135
-0.3733
0.0172
-0.2981
1.3547
0.5314
1.3389
-0.0164
-0.3376
-0.1935
-0.5568
0.2834
2.2955
-0.9293
-1.3388
-0.5712
-0.6444
0.1688
-0.5226
-1.1651
-0.1029
-0.1247
-0.4993
134.366667
0
378
57.15
MASTECTOMY
Breast Cancer
Breast Invasive Ductal Carcinoma
Moderate
1
Her2
1
Negative
Negative
3
GAIN
Positive
Ductal/NST
0
Post
5
Right
2
5.056
IDC
Negative
1
HER2+
28
2
Died of Disease
-0.8554
-1.2918
0.4932
-0.8135
0.1254
0.025
1.7126
1.5988
0.4169
-0.7224
-1.0437
-0.4371
0.7771
-0.187
0.5845
0.8445
1.7482
0.5476
0.77
-0.9165
0.0972
-0.127
-0.8647
-0.426
0.3911
0.9529
-0.1727
0.2127
0.9092
-0.9952
1.1934
-0.4809
-0.6386
-0.0915
0.8927
0.3774
2.7751
-0.5243
-1.0051
0.2881
-0.6068
0.5134
2.5404
-0.1372
-0.5241
-0.4665
0.2512
0.1783
0.8541
1.1845
-0.072
-0.1341
-0.0297
-1.487
-0.0363
-2.0653
1.1521
1.4228
0.7067
-1.9107
4.2373
0.3115
-1.5694
1.3281
0.827
-0.8912
-0.542
0.2964
-0.2476
-0.9346
-1.6663
0.4346
2.0594
-0.5755
-2.1521
1.6989
0.5172
1.2669
-2.2527
-1.7866
-1.1422
-1.3438
-1.0168
0.955
-1.4762
-0.4014
-0.6641
-0.6757
-1.2132
-0.9946
-0.7796
-0.0396
-0.1943
-0.6195
1.2464
0.5464
-2.321
-1.7165
1.5394
0.2974
0.8429
-0.2285
-0.4326
4.3858
0.7044
1.3397
2.2368
-1.5665
0.2164
0.5269
1.6272
0.8444
-1.0882
-0.6467
0.0201
-0.7088
-1.3114
-0.4042
-0.4294
0.6195
0.8273
-1.0447
-2.4363
-0.0449
-0.2013
0.4496
0.0405
1.2071
1.2949
7.4602
1.3589
2.1385
1.5897
-0.6428
1.988
-0.6935
1.2389
-0.3585
0.7191
1.8938
2.5384
-0.7705
0.9691
0.6111
-1.2676
2.977
3.3329
-1.0721
-1.9912
-0.6852
-0.857
-1.1222
1.9951
1.2561
0.4512
-0.8503
2.356
-1.2454
-0.6096
-0.4378
-0.2941
0.0149
-0.589
-1.2826
0.1264
-1.1729
-1.0102
-0.2994
-0.9084
0.9633
2.6544
0.1782
2.215
-0.8361
-1.352
2.5057
1.4676
1.6364
1.1766
-1.2212
-0.5726
-1.196
-1.2276
-0.9317
1.0175
-0.1914
0.3333
-0.3713
-2.5313
-0.8127
-0.9497
-3.0513
0.3075
-0.8499
-0.1787
2.1174
-2.4932
0.2572
1.2468
0.298
0.1497
-0.2747
-0.7712
-0.1263
2.1914
1.25
-0.0796
3.2674
0.9985
0.6551
0.4155
3.418
-0.7047
0.9452
-0.6852
-0.3186
0.4768
0.0772
-0.7048
-0.1038
-0.3406
0.1588
1.2464
-0.2548
0.3698
0.282
-1.6106
-1.6434
0.4108
-1.4743
2.5901
0.4041
-1.3306
0.412
0.1438
0.1298
0.6795
-0.8555
-0.7839
1.0309
0.0177
-0.0563
0.3361
0.6116
0.8422
-0.2054
-0.3182
-0.3199
-2.0809
-0.681
-0.0128
-0.0761
0.7743
2.2839
0.9076
-0.8768
-1.0634
-0.5493
1.0358
0.1619
-0.9678
-0.8904
-0.2629
-0.0466
-2.8316
0.3334
-0.1652
0.3128
-0.0983
-1.8907
-0.2147
-1.7358
2.6562
-1.0587
-1.088
-0.4515
0.0037
0.2555
1.4581
0.5066
-1.2153
-1.599
1.2897
0.5256
-1.0816
-0.2562
-0.9815
1.4069
-1.262
0.288
-1.0753
-0.6218
-0.4441
1.067
1.6635
-0.4266
-0.3863
-0.3182
-0.9434
0.7198
-0.0633
0.3113
-0.5823
1.3984
-3.0214
1.2607
1.2244
0.8982
-0.1176
-1.3454
-1.4626
-1.077
0.1207
1.1225
-0.7111
-1.016
-0.5693
-0.1158
-0.2903
-0.4452
0.6858
-2.276
-0.7205
-1.2239
-2.1551
-0.8613
-0.5053
-1.2242
-1.9845
-0.359
0.6715
-0.095
0.1196
-0.4217
0.3976
0.1053
1.2275
1.3073
-1.1813
0.5747
2.8893
-0.0853
1.33
-0.146
-0.8228
0.553
-0.7915
1.2735
-0.8146
-1.1422
-1.8055
0.9678
-1.1303
1.2073
2.6507
0.5347
-1.582
-0.4524
-1.2311
0.3303
-0.458
1.5987
-0.1359
2.0369
-0.2569
1.2807
-0.143
-1.1071
-0.2054
-0.4479
-1.3712
-0.3242
0.3644
-1.5251
2.161
-1.7431
0.8747
-1.5036
-1.0195
3.8199
0.7838
-0.3163
-0.5744
1.7315
-1.0841
-1.3135
0.9621
-0.794
2.9603
-0.275
1.251
0.2563
1.1335
0.4348
0.2495
1.828
-0.7637
-0.6003
0.4053
-2.5184
-0.231
-2.1563
0.9183
-1.1462
-0.2057
1.3569
0.2886
-0.7704
1.3126
1.8911
-0.6751
-0.1719
-0.8049
-0.3457
-0.7426
-0.7756
0.1279
-0.5606
1.2341
0.6073
-0.6607
1.4838
-0.5601
0.5488
1.131
1.1678
-1.9754
1.5292
1.1078
1.2378
-1.1325
-1.5648
-0.8059
2.5851
1.8367
-0.2893
0.8981
0.4664
0.3927
-1.9387
0.241
-0.8529
-0.0526
-0.193
-0.8313
1.753
1.3015
0.3693
0.0619
-1.131
-0.0379
0.2085
1.1152
-0.8344
-1.6668
4.5081
-0.7796
-0.5134
-0.6099
-1.605
-2.122
0.0936
0.8122
-2.4129
-1.6845
-0.0474
0.9181
0.9418
1.6555
-0.2274
-1.2332
1.5374
0.6425
0.0972
-0.4171
-1.1492
-0.3991
0.7657
-0.4528
-0.0549
0.6913
2.5801
-0.9218
-0.8076
-2.192
-2.2269
2.6627
0.5872
0.9482
97.3
1
379
48.22
BREAST CONSERVING
Breast Cancer
Breast Invasive Ductal Carcinoma
High
1
LumA
1
Positve
Positive
2
NEUTRAL
Negative
Ductal/NST
1
Pre
7
Right
1
4.058
IDC
Negative
1
ER+/HER2- Low Prolif
29
2
Living
-1.2223
-0.3211
0.933
1.0895
0.6408
-1.0991
0.5409
-0.529
-0.8937
-0.1011
-0.0841
0.3064
-0.3479
-0.3617
-1.028
-1.1911
-0.6222
-0.5789
-0.3109
-0.5689
1.0264
0.0632
-0.2156
0.5228
-0.6971
-0.8522
-0.5259
0.2488
-0.7386
0.462
-0.4032
0.1922
0.5469
0.0225
1.5924
0.4257
1.3643
-0.5157
-1.2543
-0.3593
-0.2668
0.042
0.1453
-1.6167
-0.6195
-0.2205
-0.0229
1.4246
1.7151
0.2544
1.1682
0.4831
1.4608
-0.838
-0.3114
-0.1502
-0.2872
-0.0212
-0.8926
-0.3678
0.485
-1.1607
-0.4659
1.8915
-1.3144
0.6922
-0.4513
0.3477
-0.1654
0.1693
-0.093
-1.0417
-0.1002
-0.9523
-0.2515
-0.0707
-0.3533
-1.2264
0.3199
-0.6695
0.0174
-1.108
0.0265
0.3505
-0.0494
-0.3955
-1.2095
0.701
-1.2645
-0.4463
0.3509
-0.5753
0.5125
0.1964
0.5831
1.041
-1.2582
-0.0714
-0.1331
-0.5791
0.4855
-0.1685
0.1989
2.4818
0.6209
0.9741
-0.0833
-0.3498
0.4341
1.0197
-0.9763
-0.8838
0.7545
0.215
-0.497
0.1501
0.0706
0.2064
0.0694
0.9132
-0.5471
-0.2963
-0.1478
0.5071
-0.0265
-1.1889
-0.1018
-0.5666
0.2353
-0.7397
0.2323
0.0926
-0.6646
-0.6419
1.6343
-0.6528
0.784
0.3202
0.0567
0.8898
0.4521
0.0771
-0.224
1.1352
0.7583
0.9106
0.2152
0.3765
1.0571
-0.0563
-0.1285
0.7902
-0.0576
-0.6827
-0.4907
0.2519
-0.5737
0.3246
0.3335
-0.2397
1.1772
0.3762
-0.637
1.5243
0.5294
1.0144
0.1054
-0.4054
-1.7029
-0.0698
-0.4502
-0.4933
-0.2477
-0.1309
-0.1744
-1.0907
1.3475
-0.6313
1.5032
-0.7353
-1.4442
-0.1659
0.0406
-0.6812
-0.0748
-0.2887
-0.7359
-0.3253
-0.0629
-0.0165
0.4938
0.1786
0.2412
0.1241
-0.7121
0.9679
0.9436
-0.7496
0.4493
-0.1341
-0.3705
0.422
-0.6716
0.8402
-0.5532
0.9342
1.01
-0.4883
2.3011
0.6872
-0.5414
0.0895
0.0491
0.6428
1.0004
-1.0832
1.4814
-0.2681
-0.358
0.653
-1.6807
1.1861
0.7139
0.2473
0.048
-0.4241
1.5127
-0.2462
-0.4858
-0.2574
0.1963
0.4304
1.103
0.8983
-0.5118
-0.5471
-0.0248
0.8561
0.07
-1.3116
-0.5414
-0.6017
0.3132
1.6248
0.1802
-0.2092
-0.6711
0.1746
1.5778
-0.3797
0.3492
-0.4775
-0.9585
-0.1525
-0.0395
0.4516
0.0709
-0.3462
0.9981
0.5723
0.9262
-0.0018
-0.6245
1.3669
-0.898
2.7037
0.9667
-0.1529
0.9646
0.1275
-1.0933
-0.0208
-0.6339
0.5091
-0.7147
-0.5895
-0.4612
0.9
1.4703
0.5057
0.3775
-0.4775
0.3619
0.5667
-0.3819
0.1489
1.3371
-0.5621
0.8293
0.4493
-0.571
-0.3116
1.6312
-0.1965
0.0331
-0.5484
-0.5948
-0.3679
-0.101
0.9706
1.1775
-0.1218
0.4295
-0.0019
-0.2128
0.0636
0.06
0.2715
0.3853
0.602
-1.2062
-1.4173
-0.9175
-0.5827
0.4835
0.4824
-0.9446
0.4889
-1.0838
-1.2963
1.0661
-0.2889
-0.7007
-1.5687
-1.6058
0.404
0.3263
-0.1387
-0.944
1.1382
-0.2599
1.8856
0.1212
1.0805
0.0424
1.1642
-0.4552
-0.1561
-0.1841
0.2231
1.5921
0.805
-1.9646
-0.3139
0.1515
-0.0517
-0.3357
-1.4843
-0.383
0.6423
-0.7282
0.3848
0.0957
-0.172
-1.4263
0.9462
0.4684
-0.1998
0.8376
0.3902
0.3311
0.2894
-0.3406
-1.3782
-0.3398
-0.3375
-0.0351
0.2534
0.667
-0.5923
0.1247
0.2357
-0.6018
-0.2102
-0.427
0.1189
-0.026
-0.1953
0.5437
-0.32
0.3051
-0.4113
1.7097
-0.2343
-0.5756
1.3581
-1.5062
-0.4388
0.0408
0.459
0.5025
-1.1019
-0.0651
-0.3323
0.5796
-0.9941
-1.0335
0.2502
-0.7467
0.2758
-1.0658
-0.246
1.2209
0.3695
-0.7039
0.4051
0.7292
2.7902
-1.0327
-1.096
-0.1316
0.2993
-1.7658
-1.0933
2.1094
0.2714
0.1711
-0.1036
-0.3164
-0.5562
1.4428
1.0096
-0.506
-1.1742
0.1663
0.3353
1.151
-0.7107
0.2607
0.1777
1.1378
0.9256
0.8747
-0.2007
0.3222
-0.4136
-0.3331
1.2797
-0.3148
0.9275
0.2941
-0.9873
-0.3683
0.9541
1.5158
-0.3449
1.4382
0.0331
-0.0925
1.5152
-0.9114
1.0782
0.7434
-0.1424
-0.4097
-0.4139
0.2383
-0.1723
1.4724
-0.4476
-0.0035
-0.6257
-0.5905
-0.1717
0.1011
-0.2634
-0.0477
0.6363
0.0064
-1.0581
1.0866
0.533
1.7382
-0.4516
-0.798
0.2885
-0.6609
0.4411
0.0645
0.2655
-1.538
-1.1112
-1.2342
1.172
-0.8462
0.1198
2.5596
-0.0648
0.2168
135.666667
0
380
83.9
BREAST CONSERVING
Breast Cancer
Breast Invasive Ductal Carcinoma
High
0
LumB
1
Positve
Positive
3
NEUTRAL
Negative
Ductal/NST
1
Post
9
Right
1
5.05
IDC
Positive
1
ER+/HER2- High Prolif
25
2
Died of Other Causes
0.9383
1.8984
0.9479
-0.8164
0.5644
0.3176
0.1031
2.7898
-0.8346
-1.2175
-0.1558
1.6653
1.6224
0.0021
-0.0476
0.9854
-0.0628
1.1845
-0.4518
0.1608
0.2842
2.0043
-0.7566
-0.5455
1.4926
1.1424
-0.3849
1.6412
0.1062
0.81
0.132
-0.9705
-0.3309
0.263
0.6245
0.4932
-0.1674
-1.2775
0.4419
-0.0281
-1.4459
-0.364
2.1791
1.4488
0.0585
1.9267
0.7137
-0.3955
0.3269
0.4845
-1.4545
-1.0072
-0.6062
-1.5594
1.3472
-0.9635
1.3264
-0.3994
0.3509
-0.114
0.6466
0.0209
-0.6666
0.2691
-0.5759
-1.6038
-0.4935
0.1926
-0.121
-1.3862
-1.1039
1.6366
1.4668
-0.1461
3.5772
0.4436
-0.6748
-0.3151
-2.3474
0.0055
-0.9783
-2.129
-2.1123
-1.9615
-0.8447
-1.1029
0.884
0.3306
-0.8692
-1.471
-1.4752
-2.1342
1.2562
-3.1542
1.1098
1.2606
-0.7434
1.2637
0.4724
-0.4027
-0.3907
0.6425
-2.4024
-0.4394
-0.6863
0.7643
-0.3013
-1.6439
-1.2812
-0.0143
-0.4043
-1.6984
-0.607
-0.1825
-1.6936
0.0607
2.5216
-2.3503
0.6851
-0.4477
1.1291
3.251
0.6115
0.3025
-0.4926
-0.7008
-0.471
1.6139
0.6303
0.0132
0.1277
-0.6577
1.0033
1.5629
-1.0621
-0.1282
2.0654
0.4451
1.0883
3.0435
0.8958
-1.3184
0.3598
-0.068
-0.146
-0.7786
1.1673
1.9047
-2.0622
-0.4924
-0.1631
2.52
-0.7974
0.7293
2.0948
-1.5149
-1.0461
-0.3609
-0.6014
-0.3865
-0.6046
-0.4323
0.7658
-0.8535
-0.5401
-1.7656
-1.8087
0.0536
-0.5133
-0.3851
-0.0619
0.2186
0.6467
-0.755
-0.197
0.162
-1.1448
-1.0212
0.4611
-0.4388
-1.6144
-0.4804
-1.3046
-0.7156
0.5863
-0.7841
-2.0466
-0.1675
-1.1312
-1.5931
-0.6271
-2.1957
-0.0329
0.5038
1.5346
2.0842
1.097
-0.2984
-0.8118
-0.1925
-0.7376
1.0628
0.2728
0.6333
0.4373
-0.4855
-0.5247
0.1152
-0.4401
0.1977
-0.6735
0.5426
0.6933
-0.944
-0.2037
-1.9674
1.3509
0.1623
0.111
-0.1201
-0.7961
-0.8359
-0.9139
-1.6914
0.9043
0.3304
-1.2646
-1.0294
0.6085
-1.1913
-0.0741
-0.6025
-1.6766
0.5603
0.1571
0.4163
-0.7093
-1.3199
-0.6518
0.5881
-0.5225
2.6807
1.0431
-1.1193
1.2189
-1.1538
0.7088
-1.3911
-2.1593
-0.8117
-1.0524
-0.1485
1.3144
-0.013
2.2952
1.1199
0.1851
-0.8592
-1.4343
1.2633
-1.039
-0.7443
0.0597
0.8609
-0.2139
-0.6565
-1.7716
-1.867
-0.6921
0.8338
-0.5669
-0.0549
-1.5016
2.0161
-1.0096
-0.1369
1.1241
-0.7716
-0.3383
0.2813
0.6742
-0.4315
0.6172
0.2203
-0.0126
-0.2537
-0.6844
0.5163
-2.8259
-2.1443
-0.6444
0.6784
0.3185
-0.3059
0.8289
-0.76
-0.4485
0.4289
-0.1951
4.5679
-0.8553
-0.2568
0.7883
1.0497
-1.202
0.2583
-0.0394
1.0759
-1.1867
-0.9545
0.3515
-0.4784
-1.8504
1.0517
0.0843
0.5691
0.5996
0.4958
0.1213
0.9905
-0.6153
-0.7193
-1.1451
-0.9053
1.7056
-0.0201
-0.9762
-1.5587
-0.0769
-0.9107
0.1157
0.4124
-0.3459
-0.6236
0.6416
-0.2134
0.2408
0.7982
-0.1711
-0.6374
-0.2976
-1.1121
0.3523
1.3311
-0.1554
-1.4985
-0.5324
0.6685
-0.3116
-0.0426
0.9349
0.327
-0.0205
0.0954
-0.7765
-0.8651
-0.1297
-0.7855
-1.1924
-1.3452
-1.2859
-1.5005
-0.7996
-0.371
-0.2222
-0.2614
-0.8652
2.0567
0.3152
-0.6325
-1.1644
-0.2304
-0.0572
-1.5539
2.6508
1.5524
-1.7481
-1.2207
1.4505
-0.4011
0.02
0.0308
-0.2679
-0.7063
-0.4996
-0.1547
-0.8233
-1.0284
0.4718
-2.4431
-0.0787
-1.3039
-0.1032
-0.6253
-1.5826
-0.1728
0.0308
0.9978
0.8887
-0.161
-2.6155
-1.2162
1.119
-0.4846
-0.4662
0.4595
0.1486
0.7951
-0.3289
-0.972
1.2435
-0.5887
0.3788
-0.6182
-0.4872
-0.0194
0.2733
-0.3836
1.7217
0.0125
-1.6436
0.3714
-0.028
-0.2696
-0.0897
-0.9805
-0.7836
-1.2235
2.2485
0.5953
-1.4099
-2.3411
-1.4066
1.5682
0.5968
-0.0815
0.0154
0.4761
1.4711
-1.6795
1.4062
-0.0601
0.0506
-1.2587
-0.8631
-0.61
0.1744
-0.5588
1.6206
-0.3295
2.2385
0.3185
0.2107
-0.7981
1.1943
-0.7191
-0.6406
0.2725
0.3998
-0.3726
0.1272
0.3009
-1.3677
-0.2939
-0.882
-0.1021
1.5034
0.3198
-0.7684
0.4064
-1.7125
1.7975
-0.8241
0.1888
3.4513
-1.1698
2.0154
-0.974
-0.9745
-0.5117
1.566
0.4255
0.4882
-0.7845
0.0223
0.4893
-0.1081
-1.2878
-0.7736
69.333333
1
381
33.65
BREAST CONSERVING
Breast Cancer
Breast Invasive Ductal Carcinoma
High
1
Her2
1
Positve
Positive
3
GAIN
Positive
Ductal/NST
1
Pre
5
Right
0
4.042
IDC
Negative
1
HER2+
21
2
Living
-0.1768
3.1716
-0.4789
-0.3113
0.4485
-1.5876
0.9985
1.1083
0.3552
0.6839
-1.3415
-0.2057
-0.5024
0.3783
-0.6219
0.3007
0.2073
-1.4776
2.2566
0.7905
0.4421
-0.0099
0.2967
1.2557
0.0025
0.886
0.6389
-0.3999
-0.3268
-1.1479
1.0756
0.7933
-0.3957
0.0379
0.6495
-0.2394
0.6675
-0.2658
-1.907
-0.464
0.132
0.185
-0.1847
-0.7302
0.0018
-0.7829
1.5129
0.199
-1.3286
-0.6448
-0.5707
0.2912
-1.683
-1.679
-0.9317
-0.7006
1.0183
1.0074
-0.4859
-0.0451
3.1144
-0.3996
-0.7849
0.2456
-0.4387
0.4548
0.1086
-1.4829
-0.8823
0.5874
-0.6715
1.6767
0.7226
-1.1036
-0.1213
0.6125
0.9895
-0.4756
0.0098
1.2334
-0.4444
-0.7864
-0.8691
-0.5002
0.1407
0.1345
-1.2234
0.5349
-0.1588
-0.5369
-0.7662
1.0785
-0.1322
-0.7353
-0.6492
0.7743
0.9318
0.8351
-0.4366
0.616
-0.0787
-1.1268
-1.6847
0.8467
0.3092
0.3339
0.4865
0.8867
1.408
-0.1061
-1.2048
0.0556
-0.9598
0.6289
-0.439
0.278
-0.202
1.5111
1.2712
0.6443
0.0796
0.4665
-2.0607
1.769
-0.7887
-0.7486
0.0468
-0.977
-0.1196
-0.5476
-1.1701
-0.6876
0.4311
-0.6822
-0.2061
-0.2001
-0.1807
0.1555
0.3197
0.1815
1.6803
-0.5123
0.2417
1.108
-1.3392
2.1167
0.0986
-0.044
-0.8694
-0.4855
-0.1926
-0.4394
0.4061
-0.08
-0.47
0.4878
2.7218
0.5111
1.8056
-0.4695
0.7749
0.1522
-0.3649
-1.3676
0.0755
-0.593
-1.053
0.2445
-0.667
0.6642
0.8063
0.0284
0.9202
-0.6444
-0.7269
-0.3423
0.0656
-1.3604
0.6151
0.9077
0.367
-2.7341
-0.5405
0.5084
1.4007
0.0778
0.9309
-1.0504
0.1973
-0.9369
-1.1827
0.0122
0.0754
1.2993
0.316
1.9485
0.484
-0.0361
1.6763
0.5555
0.3541
0.3809
-1.1592
0.1218
0.3235
1.1348
1.4658
1.4298
0.1256
0.9281
0.2776
0.2712
1.0731
0.5843
0.902
1.7871
-0.0695
-0.0963
-0.7861
0.3076
-0.7936
0.1905
-0.1106
-0.5146
1.376
-1.4743
-1.486
-0.2422
0.8983
-0.4108
-0.2935
0.7215
1.0233
0.5959
-0.8688
-1.7291
-1.6659
0.7941
0.0325
-1.673
1.9772
0.5346
-1.4593
0.9266
1.05
0.0234
-1.1619
-1.5705
2.0217
-0.9085
-0.1154
-0.581
0.6169
0.1219
-0.2893
-0.7962
-1.0216
-0.856
0.5051
-0.2351
-0.3705
-0.2975
-0.0505
0.224
-0.5647
-0.5966
-0.477
-0.2633
-0.0911
-1.923
0.4455
-0.8004
1.2254
1.2525
1.8294
0.5584
1.216
-1.0394
-0.2513
-0.0623
-0.4817
-0.9935
-0.6064
0.6893
-0.5004
1.0264
1.3118
-0.7975
-0.1501
-0.7806
-1.0261
1.0088
0.528
-0.3807
0.1815
-0.5034
0.2114
0.1896
-0.8696
3.3117
-0.0112
-0.4112
-1.2727
0.2652
0.5958
0.513
-0.8173
0.3856
0.4464
0.0558
0.3403
-0.6026
0.2873
-0.5312
-0.2006
1.3798
0.0258
-0.392
1.3254
-0.8071
-0.4375
-0.2566
-0.9424
-0.6121
-1.0366
-1.8566
-0.7058
0.5218
-0.7498
0.3403
0.5751
1.6082
0.059
1.0458
-1.2427
0.7675
0.3604
1.2353
-0.0071
-0.1021
1.5687
-0.0219
-0.2115
-0.1436
-0.6709
-1.018
-0.3446
-0.9512
-0.2253
0.0062
-0.0222
-0.0045
-0.7725
-1.2597
0.0746
-0.4113
-0.8917
1.1935
-0.1349
1.542
-0.0286
-0.4076
-0.5137
-0.3525
0.3217
-1.3015
-0.0969
-0.0004
-0.2035
-0.6952
1.5995
-1.0208
-0.2986
-0.7658
2.5082
-0.4765
-0.7707
0.5329
0.0524
1.6549
1.955
0.2199
0.2047
-0.7126
0.4541
-1.4495
0.8215
-0.1417
1.9681
-1.0739
-0.1039
-0.6875
0.9128
-0.6971
-0.4073
-0.7275
-1.013
-0.7601
0.562
-0.5233
-2.4054
-1.6264
0.0882
2.0276
-0.4758
0.9211
-0.1635
-1.5173
0.3911
-0.3166
0.0276
-0.9863
0.8079
-0.4328
1.4523
1.7384
-0.8799
-0.6713
-1.0582
1.7893
-1.1064
-0.6595
-0.5767
-1.9459
-0.8569
0.6582
-0.5325
-0.106
1.163
0.3674
2.8689
2.0506
2.8045
-0.2227
-0.833
-0.4208
0.4853
0.7713
0.106
-0.7348
-0.7089
-1.2306
-0.5082
-0.7694
-0.6924
1.3251
1.0225
0.2817
0.9674
0.992
0.2184
0.1642
-0.6677
-0.4455
1.5003
-0.4899
2.3661
0.1153
2.0492
-0.5664
-0.9925
-1.0718
-1.1487
-0.5769
-0.6566
-0.3666
-0.1315
-0.4824
0.1835
0.6576
0.705
0.2303
-0.4786
-0.6038
-0.0843
-0.3652
-0.1824
0.1268
-0.9933
1.0229
-0.2497
0.2295
0.1205
-0.1755
-0.4675
-0.7023
-0.1396
0.5123
-0.2811
130.2
0
382
59.05
BREAST CONSERVING
Breast Cancer
Breast Invasive Ductal Carcinoma
Moderate
1
LumA
1
Positve
Positive
2
NEUTRAL
Negative
Ductal/NST
1
Post
3
Right
2
4.044
IDC
Negative
1
ER+/HER2- Low Prolif
22
2
Living
-0.9848
-0.3832
-0.6626
-0.3381
-0.1467
0.8708
-0.1351
-1.022
0.1361
-1.9474
-0.7517
-1.1103
1.3011
-1.4637
-2.0026
0.0677
-0.7547
-0.9913
-0.0047
-1.2535
-0.6268
-0.9295
-0.6948
-0.2561
-1.9649
-1.5478
-0.9437
-0.8703
-1.0839
-0.6909
-0.2376
-0.0211
1.222
0.4323
-0.0293
0.3125
-1.3131
-0.1455
0.3129
-1.6412
-1.3641
0.2685
-1.0871
0.117
-0.23
-0.0243
-1.4698
0.5189
0.741
0.1969
-0.1055
0.0776
0.4366
0.6991
0.0742
0.8915
0.1708
-0.4706
-0.48
1.3637
0.8418
0.0138
0.3533
0.5474
-0.4317
0.0123
-0.3402
-0.2919
0.0757
0.2363
0.1594
-0.2898
1.4337
-0.5065
0.5496
-1.2129
0.3035
-0.677
-0.0282
-0.2277
0.1928
-0.2379
-0.2584
-0.1715
0.7048
-0.6349
-0.5318
-0.7205
-0.409
-0.1898
-0.1408
-0.5356
0.8349
-0.0622
-0.7755
0.1744
0.0117
0.8524
0.5526
-0.6615
-0.3243
-0.7826
1.121
-0.3561
-0.5682
0.8162
-0.241
-0.1809
0.4681
1.2797
1.2894
-0.6915
-0.894
0.5325
-0.1482
-0.1225
0.2155
-0.6899
0.7576
-0.2772
-0.893
1.1293
0.298
0.9016
-0.2115
-1.743
0.1208
-0.8579
1.5377
-0.162
0.2242
-0.5677
0.0036
-0.7483
-0.5833
-0.9985
-0.6096
-0.767
0.3501
0.6389
0.93
0.5291
-1.23
-1.3168
0.7497
-0.7028
0.0447
0.3975
0.4714
0.3566
-0.4233
-0.2994
-0.0429
-0.1373
-0.9457
-0.4207
-0.4038
0.6194
-0.0601
0.3095
0.6571
-0.4465
-0.3936
0.812
0.6766
0.6001
-0.1063
0.25
-0.2855
-0.7825
-0.2019
0.4184
-0.4655
0.6667
0.3632
0.0939
0.6769
-0.9688
-0.2554
0.7785
0.2723
-0.0155
0.8394
0.0023
0.6064
-0.4137
-0.3355
-0.9134
1.1541
0.858
0.3309
-0.2956
-0.3878
0.668
0.0632
0.9039
0.4408
-0.2008
-0.5075
-0.5444
-0.0685
0.1758
-1.5342
-0.1534
-0.8759
-0.4252
-0.2398
-0.3719
-0.1851
-0.5071
-0.3557
0.7607
0.508
0.1946
1.0564
-0.1277
-0.0247
-0.3117
-0.3388
-0.0707
1.394
0.74
-0.1348
-0.3414
-0.5508
0.0935
0.8001
-0.3602
-1.5943
-0.105
-0.3992
-0.1652
0.6047
0.5756
0.2477
0.0027
0.5802
1.2031
0.6862
-0.8843
0.4681
-0.3891
-0.0963
0.4289
-0.0707
-1.5182
0.3724
-0.4542
0.243
-1.1245
-0.241
-0.3834
-1.695
1.3736
-1.7889
-0.046
-0.6639
0.2031
0.2848
0.3979
0.4401
-0.9758
-0.6114
1.9241
-0.2376
0.9387
1.4655
-0.34
0.9334
-0.2183
0.2987
-0.4607
-0.3897
0.7317
2.1042
-0.1896
1.1845
1.1762
0.4366
-0.479
0.4485
-0.7055
0.0644
0.3793
-1.1868
0.641
0.9607
-1.1834
0.5721
0.4141
0.8447
-0.4221
-0.7085
-0.4664
0.1898
0.6883
-0.2998
-1.0382
-0.0342
0.6429
-0.3337
-0.8758
0.5369
-0.138
0.3827
-0.1468
-0.5821
-0.1541
0.1812
0.9218
-0.5956
0.5584
0.296
-0.2693
1.1494
0.5845
1.3887
-0.7546
-1.5232
-0.2056
0.2094
-0.5525
-0.5629
0.9599
0.2973
-2.4302
0.1304
-0.4293
-0.664
1.7155
-0.6844
0.3954
-0.5441
0.9102
-0.5692
0.202
-2.7227
-1.2005
-0.292
-1.0879
0.1395
0.632
-0.7276
-0.4679
0.9246
0.0553
-0.062
0.3766
-0.5049
-1.0075
-0.0198
0.1854
0.6283
1.0042
-0.5141
0.057
0.7813
-0.9911
1.2445
0.4303
0.4771
0.2528
-0.3088
-1.3451
-0.0795
0.5449
0.1387
-0.0901
-0.0502
-0.4818
0.6023
-0.5348
-0.5408
-0.3804
-0.1559
-0.9207
1.1136
0.5135
-0.1821
-0.4034
0.297
-0.5676
0.8027
0.4739
0.3458
0.8755
0.598
-0.2222
0.2874
0.5028
-1.8065
-1.4382
1.2902
0.3678
1.2406
-0.4461
0.9457
0.503
-0.0295
0.1116
1.0155
0.125
-0.1468
1.7125
0.359
-0.0355
0.1937
-0.4059
-0.2499
-0.5555
0.1026
-0.6791
1.3552
1.2679
0.4808
0.9141
-0.3998
-0.4541
-0.2063
1.2951
-1.6318
0.7298
-0.396
-0.9967
0.127
-0.8377
-0.3856
0.2866
-0.0491
1.1256
-0.39
0.3751
0.0383
-0.3365
0.7111
0.2746
-0.1004
0.6212
1.0827
0.4959
0.3367
-2.3103
1.5012
0.7949
-0.9515
-0.4484
-1.7436
-0.3544
-0.6348
-0.442
-0.4296
0.6321
-1.8027
-0.8784
0.2123
1.5338
-0.51
3.0563
0.1802
0.1036
-1.2354
-0.7347
-0.0609
0.4742
0.1872
-0.4792
-0.7793
-0.4162
0.6174
-0.8922
0.8196
-0.164
-0.0027
0.3575
0.1102
-0.5972
-0.687
0.3611
-0.0882
0.1382
0.1566
-0.6266
0.1947
-0.3624
0.1686
-0.7419
-0.2551
-0.2473
-0.5988
136.466667
0
383
65.02
MASTECTOMY
Breast Cancer
Breast Invasive Ductal Carcinoma
High
0
LumB
1
Positve
Positive
3
NEUTRAL
Negative
Ductal/NST
1
Post
1
Left
0
4.038
IDC
Negative
0
ER+/HER2- High Prolif
19
1
Died of Disease
-0.4061
1.1177
-1.2516
-0.7551
-1.1778
0.4241
0.1379
0.2782
1.283
-0.2556
-0.7983
-1.2344
-0.4436
-0.9942
0.7065
1.4698
0.5327
1.2395
-0.4286
-0.4719
0.247
0.3816
-0.4469
-0.3527
0.8486
0.4914
0.9613
0.5139
-0.1721
0.5008
-0.5073
0.1232
0.0772
-0.0057
-0.1816
0.5556
0.8064
0.961
-1.2972
0.5537
-0.5533
0.6968
-0.1886
-0.9142
-0.0242
2.4077
-0.1783
0.409
-1.0134
0.0848
0.1046
-0.185
-0.7083
-0.4262
3.4574
-0.7982
-0.0071
-1.1642
0.3358
-0.5144
0.0731
0.0991
0.1643
0.9127
0.606
1.6835
2.003
0.2062
0.021
-0.2678
0.4299
-1.1208
-0.3054
-0.5371
0.5758
-0.2308
-0.5911
-0.0513
-0.3284
-0.2409
-0.4296
1.7299
0.0884
-0.2174
1.4642
-0.4443
0.7101
1.9754
-0.8302
0.4916
0.8303
0.2005
0.2219
0.1788
-0.2848
0.5221
-0.1136
0.4872
0.3987
-0.4952
1.5496
0.9099
1.274
-0.2748
0.2911
-0.6827
0.2377
-0.1406
0.5204
0.9496
0.9271
1.5952
-0.0267
0.0948
0.5342
0.6092
-0.2801
-0.7316
-0.1599
0.381
0.7116
2.3526
-0.5956
-0.2752
0.8995
0.6269
0.082
0.4699
-0.3791
-0.6293
0.3453
-0.0121
-0.5754
0.8477
-0.5238
-0.5659
0.8142
-0.6935
-0.3226
-1.1524
0.4456
0.3156
0.326
-0.1859
0.3553
1.0282
1.5873
0.0678
0.5155
-0.2708
0.0156
0.5483
-0.3935
0.4781
-0.2445
-0.0091
-0.7433
0.3866
-0.8473
0.7886
0.3296
0.4778
-0.6858
1.0614
2.3629
0.9343
-0.78
0.7535
0.5061
0.4871
0.8789
-0.2287
1.4684
0.42
0.6301
0.5056
1.2976
-1.0144
0.2005
-0.5628
-0.3955
-0.4297
-0.7639
0.1597
0.4901
0.8427
0.2493
-0.749
-0.6113
-0.482
2.0102
1.3908
-0.1939
0.1787
-0.1191
0.6973
-0.8358
-0.1833
-0.1555
-0.7245
-0.3173
0.2114
-0.3659
-1.7825
2.5926
-0.5891
0.4201
2.7229
0.4032
0.1876
-0.53
0.976
-0.3536
1.7957
1.0204
-2.694
-0.0241
-0.7429
-0.0419
2.228
-0.922
0.038
0.509
0.8175
1.1309
-0.0345
-0.7265
-0.8054
-0.6164
2.1773
-0.0733
1.3407
0.9475
-0.4951
-0.6931
0.4758
-1.0033
-1.2509
0.2173
-1.0219
0.5365
0.4034
-2.0266
-0.0975
0.683
0.7455
0.193
-0.4613
-0.7224
3.528
1.0657
0.3258
0.4931
0.2036
-0.7696
-1.2299
0.6288
0.1663
0.2352
0.8455
0.067
0.714
4.2133
0.6502
-0.2943
-0.2025
-0.4537
-0.6379
0.4816
-0.728
0.9923
-1.0244
0.4862
2.2074
-0.1269
-0.534
-1.6041
1.6196
-1.4145
-0.0448
0.9921
-0.2426
-0.2992
0.4181
-0.8433
-0.6479
0.7646
0.2416
0.5435
-0.9742
-0.4441
1.6555
-0.1521
0.1476
0.4406
-0.1191
0.1045
0.5036
-0.1428
1.8257
-0.2956
0.7627
0.6938
0.589
-0.5532
0.6471
-0.7813
0.6535
0.8402
-0.3955
0.657
0.3585
-0.4287
-0.0424
1.011
-0.1639
0.2463
-0.212
-0.1043
3.8784
-0.9624
0.1154
0.9042
-0.4719
0.2262
0.8922
-0.8148
-0.7164
0.1936
-1.128
-0.2101
0.6839
0.7568
0.6769
-0.4948
-0.3247
1.9903
-0.8732
-0.8634
0.6228
-0.3422
0.1327
0.5607
-1.4473
-1.0473
0.71
-0.4353
0.5481
-0.1003
-0.5137
-0.8474
-0.0891
-0.6238
-0.0983
2.394
-0.8586
-0.428
-0.3509
-0.0618
-0.3132
0.659
-0.6295
-0.0216
0.3529
-0.3749
0.4232
1.6245
0.9559
0.1873
-0.0052
0.8703
-0.2454
0.0984
-2.0496
0.0993
-1.7377
0.5819
0.4456
0.0985
-0.784
1.2707
0.346
0.3667
-0.9912
0.4653
-1.3811
-0.3222
-0.6607
0.272
0.7911
-1.8745
-0.2449
0.085
0.1818
0.1593
-0.1151
0.9482
-0.3291
1.9667
-1.2027
-0.3033
-0.2576
1.1705
0.4528
-0.2302
-0.2415
0.8644
0.23
0.7392
-2.1048
-1.0765
-0.2629
-0.0685
0.1308
-0.5619
0.7508
0.7915
1.3472
0.2268
-1.5177
-1.0542
-0.2578
-0.5453
-0.0997
0.6446
0.2466
-0.3252
0.9215
0.7537
0.1981
1.1229
0.7908
1.1445
0.4387
0.3632
-0.0192
0.4866
-0.7736
0.4945
-0.2262
0.7507
0.7718
0.3626
0.9429
1.0627
-0.6982
-0.7797
-0.5652
0.3851
-0.3235
0.1339
-0.2293
-1.1865
2.2917
-1.0183
-0.671
-1.1373
-0.5486
0.4064
0.0221
-0.9024
0.4678
-0.2109
-0.2141
0.3408
-0.4337
-1.0215
-1.1658
-0.5584
0.8138
0.5126
0.2082
1.9027
-0.0367
-0.4672
-0.5211
-0.6389
0.5193
0.8409
-1.0084
-0.0267
0.2604
-0.1972
-0.1415
0.5142
0.1174
-0.2947
-0.0793
-0.4404
85.733333
1
384
74.58
MASTECTOMY
Breast Cancer
Breast Invasive Ductal Carcinoma
High
0
LumB
1
Positve
Positive
3
LOSS
Negative
Ductal/NST
1
Post
8
Left
13
6.086
IDC
Positive
1
ER+/HER2- High Prolif
43
2
Died of Disease
-0.6733
0.5018
0.7845
1.4482
1.3684
1.534
0.2105
-1.4314
-0.1751
-1.8166
2.062
1.24
0.6119
0.4065
0.6269
0.9521
0.9732
-0.321
-1.5343
0.758
0.2778
-0.7238
-1.4505
0.0826
0.2108
1.0805
-0.6611
-0.1265
-0.2243
0.9135
-0.6097
-0.3416
-0.0671
-0.6085
0.523
-0.3204
2.5594
1.338
-0.7032
-0.0958
0.1652
-1.0917
0.6197
1.6562
0.4173
0.6281
-0.6195
0.4515
0.3883
-0.4484
-0.6776
-0.6567
-0.5671
-0.6757
0.965
1.018
-0.9637
-0.7064
0.8124
-0.6627
0.0228
0.2959
-0.6323
0.305
-1.6784
0.5956
-0.283
-0.1186
0.1639
-0.9724
0.3181
0.2997
-0.1648
-0.6547
-0.548
0.9544
1.1416
-1.1012
0.3108
-1.4091
-0.5979
-0.5433
-0.662
-0.3195
-0.6493
-0.7721
-0.0151
0.9342
0.0142
-1.4247
-1.0441
-0.5194
0.0706
-0.0552
-0.1954
0.3383
0.2268
-0.3652
0.4648
0.0073
0.5934
0.1689
-1.3147
4.0447
0.2701
0.1327
-0.4896
-0.2567
0.9274
-0.3882
-0.8766
-0.1494
1.122
-0.6203
0.5797
-0.4921
0.4728
-1.347
-0.0942
-0.6138
-0.1082
-0.3757
-0.7761
0.5632
-0.6037
0.8238
-0.8388
1.8828
0.1813
-0.6761
-0.1375
-0.3518
1.4906
1.717
1.5023
-0.545
1.7025
0.2323
0.5482
0.8201
1.3175
-0.1425
0.3592
-1.223
0.1657
0.063
0.6312
0.3589
-0.2255
-1.2694
-0.601
-0.1078
-0.6568
1.2323
-0.5625
-0.889
-1.2323
-0.7516
-0.5765
0.9633
-0.0912
-0.4593
-0.073
-0.7624
0.8467
-0.2243
-0.9704
-0.5475
-2.0706
-0.1582
0.9602
-0.2188
0.2846
-0.0046
-0.1883
-0.4021
0.2226
-0.027
1.2739
0.0945
1.6194
0.9866
-0.5171
0.18
0.0713
-0.9141
-1.5435
-0.0776
-0.9577
0.7928
-0.2703
-0.5654
-0.2042
-1.1685
0.3096
-1.3811
0.8856
-0.6798
0.4495
-1.2062
-1.7471
2.0699
0.0599
0.8651
-0.271
1.9576
1.0297
0.0614
0.8594
-1.0119
-0.3092
1.4018
-0.0127
-1.5215
-0.3853
-0.2765
-0.1344
-0.2864
0.3664
-0.174
-0.3146
0.4319
0.9635
0.8105
0.3248
0.9557
0.4012
1.1162
-0.9818
-0.7366
-0.34
1.0151
0.4811
0.6551
-0.8407
0.1985
-0.4153
0.2965
-0.6619
-1.1514
1.4469
-1.3966
-0.867
-0.5914
0.4035
-0.1058
1.0459
0.237
-0.4079
0.4883
-0.3214
-1.0348
-0.257
1.7997
1.0959
-0.99
-0.9659
0.6333
-1.0575
0.7475
-1.1805
-0.8747
-0.1945
-1.9429
0.2274
2.0156
0.4919
-0.9814
-0.0224
-1.0892
-0.9497
0.2391
-1.3182
-1.3558
-0.2764
-0.6426
-0.6119
0.2345
-1.0669
0.6363
0.3412
-0.6447
1.1955
1.1292
-0.9874
0.4405
-0.0018
1.5123
0.3943
0.7188
-0.9225
0.8124
-0.3495
-0.3365
1.3906
-0.3896
-0.334
-0.7761
-1.001
1.6521
-0.1929
0.238
1.3107
0.2913
-0.2636
-0.7078
0.0874
0.565
-0.376
-0.1621
0.2844
1.5592
0.391
1.8992
-0.0898
-0.2394
-0.1073
-1.0218
0.9512
0.826
-0.2409
-1.0909
-0.9304
-1.1347
-0.5817
0.1668
-0.4687
-0.9183
-0.0678
-1.0598
-1.5022
0.83
0.0506
0.946
0.2332
0.1503
1.4684
0.0767
0.1785
-0.7729
2.3547
0.0078
-0.2163
0.1196
-0.5518
-0.8903
-0.357
-0.7351
0.3529
-1.7294
0.6924
1.0745
-0.0706
-0.3021
0.5269
0.3304
-0.3207
-0.5795
-0.1836
0.2904
0.014
0.3063
-1.1339
0.6003
0.3914
2.2566
-0.4759
1.2037
-0.0858
-0.7024
0.364
-0.4508
-0.1853
1.4181
0.0031
-1.0111
-0.1192
-1.4587
0.0117
0.2516
-0.4417
-1.6358
0.7327
-0.2128
0.2675
0.5931
-0.0995
0.3996
1.2072
0.4091
-0.2616
0.1571
0.4324
0.3223
-0.8148
-0.9129
-0.0528
0.4761
0.9658
1.0117
-0.3724
0.4794
0.8771
0.3017
-0.3049
-0.8777
-0.2062
-0.2805
-1.1226
1.3185
-0.2049
0.6462
-1.2713
-0.159
1.0164
-0.1045
-0.3315
-0.3125
0.0681
-0.1103
-1.2855
0.3776
-0.5894
-1.0725
0.8796
-1.0794
-1.1639
1.6092
-0.3836
-0.2213
-0.6057
-0.8024
-0.745
1.2188
0.7404
-0.0962
0.3876
-0.598
-0.8577
-1.0212
1.4451
-0.5148
0.9367
0.8537
-0.8204
-0.4985
0.8518
-0.091
-0.1085
-0.9468
-0.123
0.5678
1.151
-0.0121
0.2889
-0.6089
-1.3055
1.1384
1.566
1.0667
0.3248
-0.0489
-1.3125
-0.0058
-0.9202
0.9823
-0.6821
1.2553
1.0291
0.4784
-0.033
0.2764
-0.7982
-1.0563
0.4917
-1.7394
0.2182
1.4373
-0.3322
-0.2372
0.4518
-0.6113
-0.5981
-0.9868
-0.7854
0.1252
0.3379
-1.5421
0.0634
61.1
1
385
66.58
BREAST CONSERVING
Breast Cancer
Breast Invasive Ductal Carcinoma
High
1
LumB
1
Positve
Positive
3
NEUTRAL
Negative
Ductal/NST
1
Post
9
Left
11
6.062
IDC
Negative
1
ER+/HER2- High Prolif
31
2
Died of Disease
1.1697
-0.4097
-0.8639
0.2219
-0.526
-0.5308
1.321
-0.9044
0.6529
0.5929
-0.5937
-1.2221
0.7241
1.9123
-0.5007
1.0811
2.3257
0.6538
3.0479
1.5185
0.2517
-0.2247
0.8952
-0.4009
1.4536
0.8874
-0.1866
0.636
0.4402
1.6602
1.4229
-0.7192
0.365
0.4345
-0.4251
1.4124
-0.5521
2.4637
-1.4089
-0.0467
0.5126
0.1767
1.7126
-0.3836
0.3335
-0.5629
1.326
0.6587
-0.6796
-0.0185
-1.0467
-0.3624
-0.4325
1.3453
0.2755
1.1669
0.5908
-0.524
-0.0729
1.8876
0.105
1.022
-0.4366
0.8997
-0.9734
-0.1459
4.686
-1.3999
-0.9204
-1.3697
0.0613
-0.041
-0.1268
-0.0472
0.9879
1.3543
1.4385
0.2633
1.7932
-0.5616
-0.545
-0.0165
1.5883
1.6542
-1.2285
-0.8637
-1.1386
0.557
-0.1544
-0.7313
-1.3066
-0.3213
0.8002
-1.2258
0.0997
1.2465
0.3297
-0.3934
0.3392
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0.0892
0.6185
0.5143
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0.2741
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0.8018
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0.3061
1.3617
-0.3039
0.2318
-0.0853
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-0.1707
0.4273
0.3535
1.3345
0.6917
0.0678
0.9257
0.0017
0.9268
0.3509
1.6967
-0.5227
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0.1695
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0.0456
0.8807
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0.2851
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1.02
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0.3296
0.3246
0.1542
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0.9735
0.0886
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0.1615
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1.4894
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0.1807
1.3318
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0.4424
0.7543
0.4173
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1.5824
0.3037
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-1.1431
1.6264
-0.3828
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0.8342
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1.7627
0.4659
1.9876
-0.6708
0.1045
0.4679
-0.4653
0.439
-1.26
0.866
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0.5017
1.2076
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0.1564
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0.3264
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0.5194
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0.0735
0.9816
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0.3956
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0.0244
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0.1096
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0.126
0.35
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0.3972
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0.844
0.5378
4.0924
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0.0269
1.6401
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0.2309
1.0908
-1.7288
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0.0962
1.5431
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0.7011
0.9988
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0.435
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-0.4226
-1.1912
1.7979
0.1083
0.6116
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0.4971
0.1493
0.4671
0.0054
-1.3904
0.0508
-1.3149
0.3861
1.4366
0.6818
0.1859
2.3631
0.2598
0.7364
0.374
0.5535
-0.5662
0.4072
2.717
0.0073
-0.1146
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0.555
-0.3146
0.2485
-1.0686
0.0372
-1.0986
-0.8595
-1.3746
0.3304
-0.3571
1.8903
1.1342
0.6782
0.9649
0.4128
-0.3608
1.5578
-1
-0.5758
-0.6941
-1.3557
0.945
-1.3608
2.0605
0.0628
-0.5698
-0.8883
-0.9759
2.1712
-0.5043
-1.0015
-0.864
0.014
-0.248
0.5584
-1.3105
-1.2591
-0.6332
-0.3084
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0.1256
0.1306
0.7732
-0.6595
0.3615
0.2231
-0.5161
-0.8227
-0.0127
-1.9833
0.0061
-0.2017
0.0029
1.892
-1.4262
-0.3028
0.3969
-1.9492
0.1163
0.2296
-0.4742
-1.1412
-0.6605
0.5375
0.0943
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0.3579
1.8158
0.6552
-1.1834
0.1198
0.9374
0.0868
-1.5437
-1.7242
0.1311
0.6317
-0.7681
-0.4297
-0.0789
0.3184
-0.8983
-1.3246
-1.3477
1.1888
1.8166
0.3341
-0.7848
0.1554
0.6746
0.1662
-0.9123
-0.7305
-1.2363
0.4752
-0.3052
0.2698
-0.511
-0.8398
-0.1975
0.5579
-0.7283
-1.1548
0.0499
1.0281
-0.2981
-0.1455
-1.1088
0.6737
1.0323
0.4608
0.1512
-0.4274
-1.2198
-2.0387
-0.3612
0.4413
-0.4037
-0.8544
1.157
-0.3358
-0.2044
-0.5376
-1.1391
-0.2284
0.2076
-1.036
1.2025
0.0202
0.4186
0.6513
-0.2281
-0.431
-0.4321
1.4683
-0.4573
0.0087
0.8212
1.5165
0.5943
1.4816
1.2118
1.1687
1.8993
-1.0086
0.1995
0.1127
-0.4519
-0.6062
1.4247
-0.3913
-0.4518
-1.0378
0.1051
-0.7438
1.9298
-2.7104
0.398
-1.1425
-0.3353
-0.3699
-0.3407
-0.564
-0.4367
-0.3973
-0.6047
0.2485
-0.5755
-0.1667
0.0941
-1.0462
-0.8558
-2.2991
-0.4582
1.0413
-1.2218
-0.5913
0.6613
0.7817
-0.2974
-0.0675
-0.32
-0.317
0.427
-0.045
1.0582
-0.83
-0.4347
-0.9639
-0.0835
-1.0757
-0.2727
1.1587
-1.3726
2.136
-1.5434
-0.2689
-0.8009
1.0562
1.019
-0.8822
0.7472
-0.5996
1.4931
0.1182
2.1319
-0.0513
-0.3186
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-2.1886
0.5227
-0.4358
-0.2152
-0.1086
-1.2037
-0.2327
-0.3857
-0.5439
-0.5145
-0.4233
-0.7646
36.433333
1
386
66.83
BREAST CONSERVING
Breast Cancer
Breast Invasive Ductal Carcinoma
Moderate
0
LumA
1
Positve
Positive
3
LOSS
Negative
Ductal/NST
1
Post
9
Right
8
6.03
IDC
Positive
1
ER+/HER2- Low Prolif
15
3
Living
-0.991
-0.6667
0.2465
-0.5285
0.2057
-1.2395
-0.3188
-0.7304
0.9337
-0.5973
-0.4168
-0.2055
0.1404
-1.358
-2.4752
0.4701
-0.2306
0.0437
0.3948
0.2142
0.6315
-0.2864
-0.4777
-0.8407
-0.7759
-0.3042
-0.578
-0.3048
-0.7715
-0.6945
-1.0352
0.9964
0.0687
-0.3552
2.0237
1.7957
0.8026
-1.0719
0.9713
-0.1439
-0.4517
0.0078
1.3278
0.8713
-0.3261
0.6963
-0.0203
0.6553
-1.651
-1.1154
-0.9024
-0.4841
-0.2661
-0.3434
-0.1867
0.8212
-1.2167
-0.208
-1.613
-1.6636
-0.3662
-1.2928
-0.2327
0.8979
1.3147
0.3651
0.426
1.7849
1.2659
1.0107
0.1732
0.3708
0.5239
0.2878
1.2688
-1.5003
-0.5725
0.2733
1.2385
-0.8091
0.1461
0.8768
-0.1159
-0.3957
0.8222
0.9649
-0.8808
0.1868
0.0355
0.3253
0.2376
0.5966
0.2016
-0.5096
-0.7223
0.656
-0.5006
-0.1562
-0.0146
-0.3454
0.409
-0.8231
0.9339
-0.6164
-0.4552
-2.5811
0.337
0.3812
-0.6432
0.2237
-0.9772
-1.6613
1.6783
0.0038
-0.8334
-0.3433
-0.3231
-0.102
-0.6414
0.634
-0.3492
0.1781
-0.3792
1.417
-1.1666
-1.2735
-0.9059
0.9361
1.0067
-0.0585
0.2461
0.4925
-0.1514
0.9434
-0.6468
0.8529
-0.274
-0.2325
-0.978
0.0057
0.3653
0.2827
0.8001
-0.1993
0.6787
-0.3994
0.3729
-0.0714
0.3273
-0.3747
0.4132
0.3892
0.0485
-0.9959
-0.1646
-0.7202
-0.6333
-0.2336
0.8357
-0.5137
2.0577
-0.0747
-0.6011
1.3959
0.2006
0.7561
-0.1277
-0.939
-0.8885
0.1777
-0.9942
-1.1319
-1.4989
-0.5171
1.234
0.539
-1.1425
-0.2367
0.0929
-0.5978
0.7501
1.6125
-0.2031
-0.0242
0.1193
-0.8575
-0.8021
-0.958
0.2197
-1.3332
-1.2952
-0.0973
-0.6166
0.3702
0.125
0.9918
0.0823
-0.2012
-0.5221
0.1539
-0.7305
0.1844
-0.7024
-0.1336
-0.9795
-0.6251
0.3842
-0.4735
-0.6581
-0.5074
0.0845
0.9138
-0.3483
0.2988
-0.136
-0.646
-1.3476
-0.0621
-0.4774
0.7161
0.7446
3.1879
0.6172
0.1448
0.0412
-0.4874
-0.1774
0.1493
0.7434
-0.4215
-0.4232
-0.3347
0.9042
0.7191
-0.2018
-0.1407
-0.472
-0.2161
0.7456
0.3305
0.5719
-0.9038
1.0459
-0.4472
1.1443
0.6591
-0.9169
-1.9271
0.5588
-1.1382
-0.7951
-0.5213
1.1678
0.5748
1.9591
-0.3159
-1.041
-1.0597
0.7734
1.6233
-0.7866
1.0416
-0.9884
-0.3957
-1.0851
1.5062
1.0053
0.9936
0.8126
-0.2867
-0.4786
0.3866
0.3283
1.7065
-0.2336
1.2112
-0.0041
0.2089
-0.4728
-0.2979
0.2709
-0.017
0.9735
-0.0045
0.1719
0.2312
0.4626
0.3198
0.6969
0.2488
-1.1882
-0.3359
-0.6571
-0.2238
1.1755
1.1883
0.3368
-0.3746
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0.7881
0.1679
0.3664
0.4292
0.2518
-0.8088
-1.6257
-0.0836
-0.4694
4.1498
1.1047
-1.8238
-0.1255
0.0822
0.2896
0.9213
-0.0144
-0.037
0.3872
0.2516
-1.3436
0.1762
0.4888
-1.7634
1.8555
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1.2462
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0.4989
0.7284
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-1.3638
-0.6039
-1.1543
0.5876
0.3081
0.7356
0.8215
-0.4191
-0.4617
0.8142
-0.1561
0.059
-0.2121
0.6292
0.6331
0.6783
0.2075
0.6602
-2.0023
0.1083
-0.0791
-0.4949
1.3067
-0.3909
-1.0446
0.0793
-1.0886
-0.5709
-0.076
-0.7002
0.0849
1.1244
-0.478
-0.5736
-0.3875
0.8138
-0.6231
-1.1942
0.5321
-0.755
0.0281
0.4436
1.3185
-1.1848
-0.1335
-0.3882
0.9273
-0.5072
-1.0034
1.9171
0.2535
0.6031
-1.4403
-0.6915
0.824
-1.5557
-0.2821
-1.2932
1.9349
1.5686
-0.8473
-0.8231
-1.013
0.2625
1.1486
0.3559
0.1301
1.6034
-1.3896
0.5405
1.5112
1.1944
-0.9328
0.0078
0.5551
-1.3617
-1.0111
-0.4512
0.5631
-0.3656
-0.7974
-0.7701
-0.9463
-0.5031
-1.1344
1.1001
-0.445
-1.0403
0.0265
-0.3353
0.5629
-1.3669
0.6358
0.068
1.8422
0.9842
1.7347
-0.0446
0.2677
-0.2119
-0.3928
1.0407
1.4892
0.8992
1.0393
-1.1218
2.2195
-1.0279
-1.2195
-0.1948
0.1647
-0.4893
-0.0551
-0.0372
0.1965
0.5911
0.5302
0.7246
-0.4045
-0.6852
-0.8471
0.0291
1.5336
-1.8658
0.9845
0.2127
2.442
0.2873
0.4022
-1.0944
0.7878
-0.1023
-0.0363
-0.6893
0.6592
-0.3696
4.111
-1.0811
-0.4597
-0.2825
1.8074
-1.6314
-0.5392
-0.4402
0.5622
0.0974
0.1129
-0.7449
0.11
-0.8728
-0.1709
0.3365
-0.3462
138.133333
0
388
46.63
MASTECTOMY
Breast Cancer
Breast Invasive Ductal Carcinoma
Low
1
Normal
1
Positve
Positive
3
GAIN
Positive
Ductal/NST
1
Pre
1
Left
3
5.056
IDC
Negative
1
ER+/HER2- Low Prolif
28
2
Living
-0.9658
-0.4836
-0.4365
-0.0642
-0.8975
1.3776
0.6349
-0.5788
-1.479
-1.1489
-1.5499
-0.2768
-0.2642
-0.4131
-0.4164
-0.3893
-0.4762
3.6462
-0.0177
1.7316
-0.1729
-0.2029
0.4756
-0.3147
-0.5775
-1.4385
-0.478
-1.0947
-0.3465
-0.8744
0.1097
-0.0035
1.2133
-0.397
-0.3277
-0.0117
0.5228
-0.5075
0.0899
-0.5805
-0.0271
1.2224
-0.3505
0.11
-0.4748
-0.936
0.045
0.731
-0.4695
0.4524
0.631
-0.7549
-0.3156
0.9255
-1.515
-0.6633
-0.8014
0.7812
-0.7008
-0.3853
-0.3269
-0.5963
-0.459
-0.3537
-0.5472
0.7203
-0.3565
-1.0614
1.9853
0.8935
0.7153
0.3632
-0.1595
0.7591
-0.4662
-0.2769
0.5085
-1.6041
1.07
-0.1917
-0.3145
0.3473
0.0126
0.2771
-0.1601
-0.6578
-0.456
0.1744
1.1086
0.0423
-0.3444
0.286
-0.2112
-0.6514
0.2069
1.0883
1.2941
-0.7984
0.1013
-0.2798
-1.2388
-0.8251
-0.0486
-0.3214
0.2509
-0.3853
0.063
0.5566
0.2145
-0.3333
-0.5487
0.384
-0.3683
0.405
-0.1295
-0.6822
0.687
0.0194
0.7901
0.4459
-0.8405
-0.4823
-0.0973
0.0236
0.7487
-1.7692
0.0092
0.6402
-0.1524
-0.2119
0.0216
-0.5044
-0.2434
-0.9351
-1.5936
-0.3242
1.526
0.2414
0.2155
-0.6376
0.3501
0.6792
-0.101
0.6244
0.4269
-0.7243
0.0162
1.2009
0.7668
0.1138
0.7606
-0.6286
0.286
-0.3791
-1.0335
-0.5543
1.0595
0.309
0.4569
0.3411
1.2506
0.1057
0.2342
0.722
-0.2236
0.8927
1.342
0.8409
-0.2292
0.8728
-0.0448
-0.2557
-1.1159
1.1346
-0.116
-0.9002
1.886
-0.0069
-0.257
-1.6234
-0.0742
-0.8634
0.8139
-1.9698
0.0982
0.1987
0.7704
-0.0355
-0.2407
-0.6851
0.3374
0.6433
0.0244
0.5836
-0.2748
-0.3241
-0.5516
0.427
-0.3294
0.1763
0.2269
-0.4513
-0.1329
-1.4347
-0.5386
-0.7282
-0.5231
-0.5477
-0.6804
0.3571
0.9568
0.4957
0.6934
0.6003
0.7406
0.2817
-1.1429
-0.2652
2.6149
-0.3417
-0.4674
-0.1726
1.0104
0.6489
1.1907
-0.4813
0.7039
-0.5546
0.5536
-0.3093
-1.5247
0.9518
1.3131
-1.1168
0.1196
-0.8319
0.1319
-0.0861
0.7891
-0.2393
-0.0785
-0.5559
-0.3208
-0.8483
-0.3593
-0.1105
0.0051
-0.0635
-0.5556
1.3111
-0.376
-0.8681
0.2212
-0.05
0.6008
-0.0063
-0.5661
0.2278
0.0578
0.0972
0.2431
0.5
1.1883
-0.3338
2.1414
-0.8
1.2244
0.0052
0.9912
0.2463
-0.5793
-0.2177
-0.9289
0.1835
-0.724
0.4784
-0.5268
0.371
0.4129
0.3388
-0.0178
-0.6368
0.2516
0.2235
0.021
0.4561
1.0892
1.6007
-0.6797
-0.3151
2.4768
0.9241
-0.828
0.7333
0.2232
0.0147
-0.8348
0.1938
0.3707
-0.6098
-0.7443
-0.3099
-0.3806
0.7111
1.2326
0.0369
0.2216
-2.1153
1.1634
1.5913
-0.5412
0.2803
-2.4473
0.0757
0.4769
0.1322
-1.0559
-0.941
0.847
-1.1445
1.1835
0.0922
-0.1155
0.298
0.9017
0.3066
0.6802
0.6133
-0.4777
0.6382
0.5788
-0.0727
-0.4069
1.2044
0.3326
-0.7708
-0.2789
-0.2088
-0.4181
0.4086
0.088
0.3953
-0.1219
-0.7204
0.4083
2.0016
-0.1819
0.3047
-0.4163
0.825
0.403
1.9017
-0.7758
0.9429
-0.4633
-0.2275
2.1035
-0.2938
1.7703
0.0929
-0.09
-0.0055
-0.2394
-0.3827
-0.0515
-0.6413
-0.506
-0.5719
-0.4402
-0.4137
-0.553
-0.2309
0.5018
-0.6891
-0.1384
-0.1163
1.6562
1.735
-0.9521
-0.0965
-0.1863
0.7858
0.713
-0.4631
-1.0368
-0.1398
-0.0571
0.1795
-0.4322
-0.0655
-0.9769
-1.0639
-0.5167
0.8777
0.2469
-0.7206
-0.3622
-0.2202
-1.2245
0.1797
1.3759
0.8015
0.0698
1.3611
-0.667
0.3914
-0.231
-0.106
0.2394
-0.5007
0.5156
0.0741
-0.2614
0.3104
-0.4671
1.0613
-0.6886
-0.6089
-1.5685
2.2652
0.1903
-1.2675
-0.3484
-1.5254
-0.2763
0.0255
0.0105
0.083
-0.3931
1.101
-0.0949
0.3862
-0.1501
-1.0319
0.0145
0.2919
-0.5066
1.5372
-0.1064
0.5678
1.2158
-0.1362
1.5234
1.3128
0.0248
-0.1569
0.331
-0.6169
-0.778
-0.6992
-1.2934
1.0032
-0.749
1.1585
0.0701
-0.6884
-0.2446
-0.6517
0.4466
-1.1073
-0.7019
0.6176
-0.1557
-0.9971
1.3577
-0.5465
-0.3867
-0.2201
-0.8709
-1.2737
1.4969
-0.1883
-0.3886
0.4066
-0.3662
-0.9054
1.1281
-0.6848
-0.2004
-0.5899
-1.4315
0.1673
-1.3696
-1.5009
0.3106
-0.3061
-0.4314
-0.2498
-0.5906
97.566667
0
389
46.87
MASTECTOMY
Breast Cancer
Breast Invasive Ductal Carcinoma
High
1
LumB
1
Positve
Positive
3
GAIN
Positive
Ductal/NST
1
Pre
2
Right
19
6.1
IDC
Positive
1
HER2+
50
3
Living
0.4367
0.165
-0.2522
0.3742
1.0006
1.5279
0.3995
1.8872
0.4488
-0.6176
0.0997
-0.0741
0.14
-0.5094
-0.2532
-0.2174
1.046
2.6421
-1.2537
2.5491
1.2136
-0.1955
-0.4931
-0.5534
0.7913
0.8061
-0.5819
0.4121
0.3276
-0.4982
0.6346
-0.0501
1.5206
-0.2616
0.5371
0.0267
-0.6611
0.7038
-0.309
-0.7548
-0.5757
0.9288
1.6718
0.6802
-0.0223
0.228
0.1808
0.8424
0.6465
0.4041
-0.0212
-0.1118
-0.6142
-0.4119
0.1207
-0.2847
0.4445
-1.0176
0.5529
-1.5315
-0.9017
0.0811
0.6292
-0.5594
-0.4343
-0.4027
-0.5047
0.6468
-0.3405
-1.155
0.278
-1.7499
1.2824
1.6618
-1.0474
0.3582
-1.4528
-0.0119
0.0913
0.3099
-0.7429
0.0645
0.1558
1.2152
-0.4932
0.1605
-1.1819
0.5653
-0.2005
-0.8341
-0.8765
-0.6191
-0.2325
-0.2123
0.77
0.391
-0.027
-0.6193
0.6152
0.0109
-1.7232
1.3963
-1.1853
-0.418
0.326
0.4483
0.099
0.6594
0.7756
-0.9912
-0.8915
1.1615
-0.6763
-1.0575
0.0491
-0.47
-0.1616
-0.3687
0.7066
0.357
0.3197
-0.1907
-0.77
0.6675
-1.3016
-1.0728
-0.6129
1.4742
0.0897
0.2481
3.7276
-0.3726
0.6586
-0.7823
1.2178
-1.3758
1.1166
0.3323
0.0256
1.897
-0.1315
-0.5744
0.0649
-0.7342
-0.3053
0.3303
2.6563
-0.4432
0.0545
-0.7764
0.0293
0.2802
-0.5295
0.3611
0.2726
0.4898
1.3022
-0.2254
-0.5435
-0.1335
0.6556
0.2699
-0.7403
1.0155
-0.3572
0.6029
-0.1099
0.428
1.1378
-0.0922
-0.4043
0.7614
0.3356
-0.0936
-0.9516
0.0784
-1.2747
-2.5217
1.4439
-1.2729
0.8361
1.3584
0.0261
1.0302
0.2498
-0.4703
-0.5322
0.9348
-0.9727
-0.5448
-0.8635
-1.5002
-0.4299
0.2183
0.4614
-1.176
-1.8319
0.8166
0.1672
0.6828
-1.3479
1.0733
-0.0888
-0.5402
-0.3373
-0.7434
0.5934
-0.6726
0.7349
1.5164
-0.6429
-0.1899
1.4218
0.3131
1.7658
-0.7188
-0.6968
0.145
-0.9993
-0.7377
0.1192
-0.8541
-0.963
-1.2356
-0.4704
-1.1389
-0.2812
-1.4406
-0.1745
-1.202
-0.2067
0.7064
0.4579
-0.195
-0.9544
-0.2861
-0.9436
-0.1497
-0.5796
-1.1801
-1.1522
-1.144
0.1042
-0.8971
0.0255
-0.4349
0.4129
-1.2392
0.1988
1.8212
-0.189
-1.5279
0.6465
-1.0444
1.3974
-0.8189
0.7264
-0.3093
-0.2243
1.2111
-1.0035
-1.2873
-0.5616
-0.2804
-1.1052
0.3337
0.4718
0.3577
0.5806
-1.3465
-1.3396
0.2159
-0.6713
-0.1187
-0.8096
-0.5724
-0.0192
-0.6862
-2.4289
1.41
-0.1925
-1.4885
0.8393
1.1268
-0.318
0.006
1.6636
-0.58
0.3707
0.3587
-0.6719
-1.1558
-0.6631
-0.0059
1.571
-0.5713
-0.3877
0.5946
-0.139
1.6619
-0.7696
-0.6137
-0.4147
-1.1672
0.5587
1.4856
-0.3583
0.112
0.3468
0.454
-1.2415
0.0792
-0.6119
-0.017
-0.1366
1.7523
-0.5228
-0.5526
1.5823
1.2427
-0.1314
0.7476
-0.6306
-2.2703
1.3009
-0.9287
-0.5002
-1.8171
-0.8272
-0.9634
0.2568
1.8718
-0.9436
1.2954
0.907
-0.0549
1.6807
-0.803
-0.2704
0.2061
0.5539
0.0328
-0.4156
0.6986
0.226
-0.425
-0.9224
0.6004
-0.5418
-0.2331
1.2016
1.3106
-1.1914
0.1896
0.0375
0.2805
-0.0567
-0.459
-0.1605
-0.4359
-0.2765
-1.5131
-0.8934
-1.1026
-0.4126
2.6177
-0.2294
0.4922
-0.0193
-0.4211
-2.1507
-0.4078
1.2154
-0.1152
-0.338
-0.283
2.7024
0.0148
0.3161
0.7094
0.5212
-0.5454
1.2813
0.5899
0.1113
0.2614
0.0062
-1.0547
1.7067
-1.5076
2.5981
0.1792
0.284
0.3401
0.8832
-0.1312
-0.5847
-0.9207
-0.5877
-0.3452
-0.4309
0.1014
1.221
1.0113
-1.1522
0.6149
1.2173
-0.4673
1.9035
1.4189
0.3387
-0.281
-0.0345
-0.7887
0.9273
1.3087
-0.6062
0.8407
-0.1907
0.2856
-1.0938
2.6045
-0.6886
-0.3319
-0.2916
-0.1827
-0.6613
0.5152
0.4989
1.5667
-1.1675
-1.6329
-1.0279
0.2838
-0.015
-0.2062
0.219
1.4414
-0.2243
-0.9698
0.8828
0.039
1.079
1.2864
-1.0826
-0.2626
0.9147
-0.7405
0.6358
-0.4544
-0.0375
1.3459
0.8188
2.1326
-0.6787
-0.6639
0.7865
0.1221
2.6657
-0.9431
1.1207
1.2512
0.9153
-0.2485
-0.7826
0.4214
-0.5345
0.9453
-0.6588
0.4865
1.1694
0.977
-0.4885
-1.0918
0.3899
-0.2119
-1.4395
-1.9485
-0.6468
0.3371
1.0183
0.9694
0.1999
0.449
-0.4019
-1.1028
2.8963
1.6503
1.2457
96.966667
0
391
61.23
BREAST CONSERVING
Breast Cancer
Breast Invasive Ductal Carcinoma
Moderate
1
claudin-low
1
Negative
Negative
3
GAIN
Positive
Ductal/NST
0
Post
1
Left
15
6.1
IDC
Negative
1
null
50
3
Living
-0.9933
-0.6636
0.4026
-1.2434
0.131
-0.7501
1.0813
0.9258
-0.4734
0.1253
-1.0286
-1.4274
0.9915
-0.3059
-2.1556
0.288
-1.0719
0.9248
2.6935
1.2154
0.3149
0.7393
1.2628
-0.2585
-1.7951
-1.2705
-0.242
-0.6279
0.7692
-1.7051
-0.0459
0.0908
0.7252
-0.4136
-0.3366
0.2593
1.9817
-1.748
-0.3578
-0.1818
-0.1848
0.8263
2.0215
-0.3921
-0.3297
0.7205
-1.2944
2.0425
0.6169
1.1106
-0.3192
0.8706
0.7613
0.5842
0.2238
-0.1124
0.3468
0.9702
-1.35
-1.4003
1.6627
-2.1243
-1.31
-1.1022
0.0057
0.9249
0.4646
1.7409
-0.5054
0.4819
0.7109
-0.0986
2.0445
0.988
0.1161
-0.4077
0.5158
0.1379
-0.0198
-1.8232
-1.4287
-0.5193
-0.0444
0.5809
1.1838
-0.8292
-0.5711
0.4336
-0.6531
0.3689
-1.0242
-0.3885
-0.234
0.0075
-1.1889
1.839
-1.936
-0.8636
1.5091
1.7905
0.7137
-2.9074
-0.5668
-0.9118
-0.9076
0.3629
-0.5386
-0.6783
-1.2198
1.405
0.7973
-0.9424
0.5962
0.8956
0.3325
1.3093
1.1794
-0.4334
-0.5607
0.3922
0.1732
-0.8793
-0.867
0.7725
0.5754
1.0054
-0.3253
-0.9714
0.0917
-0.8801
-0.5491
-0.6037
-0.9696
-1.0493
-1.1528
-0.693
1.9176
0.5065
0.9088
-1.2292
2.6557
1.16
0.2392
0.8365
0.257
-0.0689
-0.6077
0.3487
-0.7489
0.1321
0.9866
-1.3756
-0.2641
-1.2205
-0.1782
-0.5689
1.661
-0.6772
-1.122
-0.4225
-0.1145
0.3605
-0.5612
0.705
-1.1693
0.5299
-0.2925
0.1305
0.0324
-0.0227
0.3452
0.107
-0.9067
-0.1066
-1.3662
-1.1773
-0.1912
0.0401
0.5845
0.1345
3.253
-1.2879
-0.7224
-1.2533
0.1525
1.5923
-0.7563
-0.7645
-0.4501
-2.2295
4.5163
-0.3791
1.8953
1.5665
0.1786
1.1025
-1.0517
0.1067
-0.8602
0.1683
-1.1332
0.481
-2.392
-0.3858
-0.6758
-0.6692
-0.1564
-0.5947
-0.9996
-1.7265
3.1278
-0.2731
-0.4162
0.0528
-0.5015
-0.7816
1.12
-0.6984
-0.0677
-0.655
-0.2253
-0.4086
-1.319
-0.0293
0.3858
1.0049
0.0969
0.7877
1.1999
-0.7843
1.3721
-1.1588
-0.0457
1.4519
-0.6025
-2.0856
-0.1814
0.6356
1.2875
-3.1884
-0.293
-1.4841
-0.6971
0.0562
0.1168
-0.8367
-0.7904
0.2716
-0.3733
3.2412
0.2593
0.2618
0.3358
0.5313
0.9576
-1.0956
-1.6999
-0.324
-0.2978
2.8621
0.0168
-0.5156
0.1662
-0.1544
-0.7279
-0.7815
-0.5227
0.0127
0.8471
-0.949
-2.767
0.7713
-0.9683
-1.5492
0.1472
-0.4099
-1.0175
-0.4311
-0.8646
0.7328
-1.0641
-0.6428
-0.0194
0.731
0.7672
2.9763
-0.3549
0.0871
-1.3565
-0.4553
3.45
0.3394
1.2982
3.4962
1.0358
1.1464
-0.531
0.5006
-0.5815
0.1656
-0.3911
0.0586
-0.9605
-0.9536
-1.0327
-0.0398
0.2704
0.1926
-0.2423
0.658
-1.9669
-0.9004
-0.8665
-0.5554
-1.3764
-2.219
-1.0225
-1.4762
-2.0006
-1.0436
-0.2968
0.0922
-0.7026
0.328
2.1995
-0.7111
-0.8521
-0.6754
-2.6353
-0.2206
-0.458
-0.5046
-0.6234
-0.05
2.4444
-0.2484
-1.2217
0.3679
-1.1057
-1.7724
0.1275
0.5051
-0.0863
-0.4191
-0.4435
-0.2811
-0.0573
0.0668
-0.2629
-0.4317
1.7752
0.5961
-0.2713
0.392
-2.3731
1.0267
2.5718
-0.7626
0.4773
0.0663
0.2522
2.3187
-0.0399
-0.0961
-0.0489
-0.2304
-0.4249
1.8587
-0.05
-0.7425
-0.1264
-1.5762
0.6584
-2.4145
4.4484
-1.7498
0.7349
-0.4968
-0.711
-0.6743
-0.4346
-0.6289
-0.6552
-0.8614
-0.9317
-0.5751
0.151
-0.8091
0.4731
-0.4941
-0.554
-1.9703
0.6952
-0.2009
0.8318
0.4245
-2.221
-0.2231
1.0537
0.2776
0.2362
-0.3638
0.8709
-1.0128
-2.0465
1.1959
1.0166
0.4016
0.6993
1.0246
-0.0703
-1.0808
-0.3961
-1.5676
-1.1077
-1.181
0.2825
-0.548
-0.1544
1.6268
-0.3118
-0.1076
0.5414
-2.9544
0.2047
0.8056
0.6923
-0.9558
-0.8878
-2.0553
-0.0397
-0.372
-0.3845
-0.0802
1.3903
-0.2915
1.3752
-0.0858
-0.0391
-0.8311
0.7108
0.2943
0.9008
-0.5745
1.2053
0.0431
0.285
0.4952
0.1552
-1.2231
0.1836
1.4848
1.88
0.3718
-0.0961
-0.4861
-0.1166
-0.3367
-0.3942
-1.8854
-1.3844
1.0735
0.5732
0.0241
1.8827
-1.9016
-0.2283
1.3505
-0.4884
-1.7373
-1.176
1.5979
-0.3319
-0.3121
-0.6818
0.458
2.6411
0.199
-0.5442
-0.0361
-1.1608
0.6533
-0.4243
0.0386
-0.4158
0.5508
3.7069
-1.3567
0.9808
142.466667
0
392
56.28
MASTECTOMY
Breast Cancer
Breast Invasive Ductal Carcinoma
Moderate
1
Normal
1
Positve
Positive
3
NEUTRAL
Negative
Ductal/NST
1
Post
1
Left
2
5.06
IDC
Positive
0
ER+/HER2- High Prolif
30
4
Died of Disease
-1.0139
0.4956
0.6461
0.6287
1.5008
0.1039
0.4216
-0.1501
-0.7779
-0.6693
-0.2429
-0.3419
0.3921
-0.5603
0.2478
0.1243
0.3891
1.4367
0.4871
0.1123
1.1828
-0.915
-0.4036
0.2195
-0.4444
0.6159
-0.6133
1.4786
0.682
0.435
1.3253
-0.3722
0.563
-0.9588
-0.5214
1.4058
1.2317
0.7642
1.3167
-0.3181
-0.0629
0.9635
0.69
-1.1668
0.519
0.1271
-0.3674
0.7821
0.283
-0.1202
-0.6617
-0.2273
-0.0415
-0.1857
0.148
-1.5516
0.6052
0.0405
-0.805
0.1126
-0.9207
-0.7205
-0.467
-0.4755
-0.0755
0.377
0.7201
0.9992
0.5425
-1.348
0.2397
-0.987
0.0071
0.0337
1.0705
1.3851
-0.0119
-0.1044
0.7743
0.3072
0.285
0.1841
0.4521
-0.2532
-2.1261
-0.2522
-1.6374
1.5874
-1.4811
-0.7912
-0.1381
-0.4635
1.1502
-0.1103
-0.3251
1.6286
-1.0617
-0.4863
1.6421
0.9796
-0.0837
1.575
-1.0594
-0.3399
0.0455
0.4228
-0.0636
1.524
0.7655
-0.4646
1.2746
-0.2014
-0.8011
0.3229
-0.0152
-0.3801
-0.3314
-0.5649
-1.333
0.3173
0.3588
0.1378
0.4736
-1.0845
0.2413
-0.9547
0.1021
0.1024
1.2245
0.3222
0.5309
-0.3065
0.8843
0.7932
1.6998
-0.6536
0.3268
-0.3849
-0.4644
2.1308
0.5864
-1.1207
0.7907
-0.1527
0.602
0.2706
-0.6645
-1.7002
0.3072
-0.1878
-0.5271
0.5166
0.4671
0.7691
0.8562
0.0664
-0.883
-0.9882
-0.6451
0.2601
1.1555
0.2361
0.5276
0.9937
0.7074
0.2543
-2.2531
0.3964
-0.1388
-0.2315
1.2585
-0.198
1.1704
1.0287
-0.5665
-0.6246
0.295
-0.4689
0.6383
0.5665
0.0543
-0.7481
1.3549
1.7771
0.0908
-1.8367
0.2285
0.1619
-1.0927
-0.1136
0.0159
-0.8565
-0.5695
-0.6216
0.0379
0.8572
0.6429
-0.2402
-0.6091
0.524
0.3725
0.1481
0.3635
1.0395
-0.1793
-0.6708
0.3775
0.2863
-0.5507
-0.1115
-0.9497
0.9015
-1.3175
0.0212
-0.1115
-0.9871
-0.8637
-0.2093
-0.6057
1.0545
1.1598
0.3372
0.0583
0.7296
-0.6041
-1.4576
-0.2201
-0.4019
-0.7687
0.2769
-0.7554
0.8846
0.7563
1.2762
1.0692
0.2857
-0.3458
-1.5577
0.691
0.1347
-0.8213
-0.5673
-0.0042
-1.0249
0.4507
-0.0616
0.2246
-0.5829
-0.0961
1.0262
-0.3831
-0.2508
0.1356
0.009
-0.0591
0.642
0.2257
-1.1951
0.2181
0.5212
-0.7477
-0.4343
1.1154
-0.3065
-1.3627
0.3401
0.1854
-0.7455
1.0389
1.6949
-1.5792
-0.8507
-1.0185
0.3678
0.0025
0.014
-1.2649
-1.0908
-1.1169
0.8409
-0.1925
-0.6512
0.3364
0.8154
0.3625
-1.2427
-0.2427
0.8925
-1.2069
-1.4651
0.9741
0.6548
-0.3225
-0.6523
1.5603
-0.8813
0.2923
-0.6267
0.486
0.5526
0.1336
0.0444
0.4635
0.2184
0.4251
-0.2263
-0.4607
-0.2878
0.3791
0.9671
0.138
0.4086
-0.1536
1.9746
1.1523
0.7771
-0.8353
-0.2875
-0.0615
-0.7645
0.9579
-0.7284
-1.1051
-0.7494
1.7573
-0.2886
0.2136
-1.0726
0.1389
-0.4449
-0.6078
0.2026
-0.7898
1.1015
0.1423
-0.1796
0.6427
-0.0206
-0.6296
-0.7312
-0.3203
0.1298
0.5784
0.2421
0.1806
0.58
0.1624
-1.2401
0.3937
1.096
0.3571
0.2547
0.3391
-0.8271
-0.1258
-1.6595
0.9003
-0.5341
0.6939
0.3291
-0.0172
-2.3544
0.7424
1.682
0.0145
0.5305
-1.1471
0.0266
-1.3648
0.1736
-0.1272
0.0731
0.6145
0.4934
-1.3187
0.2166
0.5202
0.0714
1.3222
0.9945
1.1578
0.1715
0.399
0.1789
-0.3141
-1.0171
-0.3361
0.1147
1.0141
-0.6401
1.3856
-1.212
-0.3886
0.1464
-0.0294
-0.7487
-0.7607
-1.2049
0.9232
0.5315
-0.329
-0.5208
1.2024
0.2028
-0.6854
1.4293
0.5947
-1.3863
-0.087
0.6421
-0.4732
0.9335
0.0149
0.8006
-0.6423
0.6551
-0.4225
0.0759
-0.1672
0.6482
-0.3315
0.5226
0.6109
0.1197
-1.8242
-1.2569
0.1584
0.5419
1.2808
1.12
0.8141
0.7463
1.2018
1.0223
0.0432
0.1503
-0.0975
-0.0677
-0.3187
-0.3289
-0.4269
1.802
-0.4917
-0.5101
0.8762
-0.0474
0.0381
-0.0872
0.8741
-0.6378
-0.503
0.9506
1.016
0.3524
-0.6528
-0.1591
-0.3902
-0.3046
0.5598
-0.9161
-0.3938
-0.5041
0.2109
-0.209
0.1227
0.4226
0.0801
0.5182
0.229
-0.0529
0.0386
1.3236
-0.504
-0.5274
1.632
0.3936
0.1443
0.4
1.4099
-0.2588
0.1292
0.9261
0.785
0.654
-1.0916
-0.153
-0.2042
-0.8056
-0.1765
38.133333
1
393
68.74
MASTECTOMY
Breast Cancer
Breast Invasive Ductal Carcinoma
Low
1
claudin-low
1
Positve
Positive
3
NEUTRAL
Negative
Ductal/NST
1
Post
2
Left
16
6.106
IDC
Positive
1
ER+/HER2- High Prolif
53
3
Died of Disease
-1.0282
-1.1719
-0.769
-0.2672
-0.1408
-1.5861
-0.0028
0.3169
1.2376
-1.1029
-0.0384
0.2208
0.0767
-0.6337
-0.6316
0.3016
-0.1507
-0.2599
-0.1241
0.0514
0.0239
0.0344
-0.2086
-0.1449
0.7975
0.5656
0.0427
0.0619
-0.0705
0.4647
0.0196
-0.2599
0.872
-0.64
-0.9902
1.0813
0.3257
0.2825
1.1948
-0.0151
-0.2442
1.2752
0.1514
-0.7478
-0.5923
1.6628
0.383
0.8901
-0.3222
0.0277
-0.6799
-0.1152
-0.3012
0.4949
0.4447
0.1406
-0.2869
-0.1758
-0.3847
-0.2022
0.2204
-0.6131
0.2723
-1.1231
-0.2894
0.8406
-0.6892
-0.1848
-0.0133
-0.3367
-0.5179
-1.3256
0.392
-0.0497
-0.3065
0.3206
-0.8666
-0.5569
0.6344
-0.4106
0.126
0.3974
0.2846
-0.6519
0.3656
0.0526
-0.4621
0.3416
-0.3347
0.4318
-0.0567
-0.8585
0.5925
-0.2337
-0.3807
1.5168
-0.243
-0.1679
0.5259
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-0.9407
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0.0454
0.1385
0.5044
0.2715
-0.4214
1.4196
0.8285
-1.1268
-0.2582
0.6145
0.1137
1.4991
1.7331
0.3485
-0.3904
-0.0397
1.135
-0.1247
0.5594
-0.5719
0.9654
0.1976
0.1022
1.5484
0.337
-0.8539
-0.771
0.7267
1.5908
0.944
0.5002
0.375
1.2758
-0.9214
-0.1733
-0.2487
1.4227
0.3779
0.467
-0.9168
0.475
0.3369
-0.5206
1.209
0.1415
0.432
0.931
-0.628
-1.3396
-0.3478
-1.7269
0.7864
0.1449
0.2058
0.8508
2.1557
3.0366
0.8637
-0.3188
0.1194
-0.752
-0.8316
-0.0804
-0.022
1.5735
1.3325
-0.7091
-0.2086
1.3205
-0.4251
-0.473
-0.0595
-0.2619
0.122
0.6281
0.5097
0.6837
-0.601
-0.0105
-0.3522
-0.497
0.0439
0.3183
0.2704
0.4309
1.5078
-0.21
-0.2453
0.5933
-0.4732
-0.4628
-0.2098
-1.5389
0.3903
-0.3595
-0.4746
-0.2707
-0.5324
-1.4963
-0.1759
-0.6989
-2.0889
-0.6262
-0.916
0.1126
0.6182
0.4218
-0.2025
0.6938
-0.1428
2.8773
-0.8776
0.7733
0.1153
-1.2451
-0.2999
0.3487
-0.9423
0.8701
0.9447
-0.5284
0.5884
-0.29
0.9729
0.2132
0.4748
-0.433
-0.7491
0.9082
-1.1185
0.5027
0.1311
0.7671
0.7558
0.94
-0.8193
0.8446
-0.9137
-0.0359
-0.5049
0.6046
-0.943
0.8545
-0.2415
-0.3109
0.2342
1.6215
-0.1579
-0.2832
-0.9129
0.233
0.6639
-0.496
0.0451
0.4972
-0.0444
-0.3708
-0.437
-0.2011
-1.0945
0.9542
0.301
-0.4685
-0.9473
-0.8194
0.4129
-0.6622
-1.0434
-0.7
0.289
1.0702
0.3894
-0.1811
-1.1448
-0.4012
0.4779
-0.045
-0.0665
-0.5944
-0.2183
0.322
-0.9427
1.204
0.2276
-0.1366
0.5981
-0.8653
-0.4253
-0.1095
1.3875
0.4105
-0.6096
0.2377
-1.0484
0.0946
0.3332
-0.1009
0.2054
-0.1714
0.4119
0.3391
0.391
-0.2973
-0.5446
-0.6953
-0.6757
-0.2818
-0.4091
-0.7846
-1.3141
-1.0597
0.8039
0.5616
-0.1779
-0.2588
-0.6146
-0.4067
-1.8556
0.1869
0.5352
0.4008
0.3964
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-0.9594
0.4509
0.2046
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-0.9162
-0.5095
-0.8158
-0.2766
-0.3022
-0.4819
1.4493
-0.1546
0.2737
-0.34
-0.4395
0.3334
-0.2
0.4462
0.2634
-0.1775
-0.0652
0.4578
-1.2213
-0.1802
1.3812
0.7236
0.8364
0.1255
-0.1763
0.0103
-0.0232
-0.507
-0.298
1.1913
-0.8252
0.0835
-1.0579
-0.5526
0.8457
0.5765
0.0916
-0.4346
-0.3528
-0.8966
0.7197
0.1775
0.497
-0.919
0.8034
0.5524
-0.3986
0.7225
-0.0562
-0.6377
-0.484
0.0606
0.0225
-0.401
1.12
-0.9753
-1.0584
0.8186
0.2366
1.3625
-0.9398
0.1539
-0.8249
0.2804
-0.4965
-0.254
0.1863
-1.0597
0.2978
0.5194
0.5034
-0.1767
0.5022
-2.3207
0.0015
0.155
-0.2427
0.1593
-0.7165
-0.6181
-0.4131
-0.038
-1.322
-0.2103
-1.8421
-0.487
-0.0744
-0.5384
0.6418
0.1903
-0.67
0.2172
1.0822
1.1263
0.8988
0.6273
0.8544
-0.5452
-0.5444
0.0014
-0.2604
0.1757
0.5717
-0.0183
-0.2103
1.6228
0.1357
-0.9847
-1.2777
-0.1537
1.2132
-0.3724
0.0147
0.0553
0.746
1.138
-0.2455
-0.6148
0.7204
-0.4353
-1.0248
-0.6923
-0.7727
-0.576
-0.1057
-0.3944
0.0626
-0.8346
0.1272
-0.5541
0.5372
0.2856
-0.4397
-0.4936
0.0499
0.5421
-0.0746
-1.1279
-0.3872
-0.6703
0.6448
-0.277
0.8668
0.0521
-0.3845
0.5352
-0.3717
0.8598
0.3579
0.0121
-0.2764
-0.8974
-0.833
20.833333
1
394
56.48
BREAST CONSERVING
Breast Cancer
Breast Mixed Ductal and Lobular Carcinoma
Moderate
0
LumA
1
Positve
Positive
2
NEUTRAL
Negative
Mixed
1
Post
2
Left
0
3.04
MDLC
Positive
1
ER+/HER2- High Prolif
20
1
Living
-0.0792
0.4255
-1.0803
0.315
-0.1627
1.5704
1.4926
-0.3668
0.607
-0.5877
-0.6962
-1.0143
1.4149
0.223
-0.1212
0.4939
1.3286
0.1803
0.0669
1.4975
1.9052
-0.8509
0.8177
-0.3992
0.2015
-0.2877
-0.7145
-0.4322
-0.71
-0.3553
-0.5448
-0.3622
-0.2072
0.3233
-0.0021
-0.0075
1.411
0.1769
-0.0915
-0.7084
-1.5597
0.247
-0.4815
0.1451
-0.6579
-0.3662
-1.2936
0.9276
-0.1985
0.1309
-0.5141
0.3196
-1.3159
-1.4181
0.897
0.5833
0.0586
0.4801
-0.6335
0.4835
0.8827
0.0767
0.0349
0.2947
0.4513
-0.2621
-0.1484
0.3192
0.4239
-1.8817
-0.5461
-0.1614
0.4222
-0.531
0.6051
-0.6244
-0.6064
0.1066
-0.2264
0.2192
-1.146
-0.2775
-1.5188
1.1472
-0.6845
0.5945
-0.4674
0.3274
0.0011
-0.2092
-1.0741
-1.2569
-0.7078
0.6378
0.3518
0.5667
0.4432
0.9579
0.9215
-0.788
0.8077
1.7042
-0.0364
-0.4114
-0.7924
0.228
-0.7269
-1.0019
-0.5818
0.7292
1.2512
-0.4663
0.2135
-1.5053
0.0589
-1.1151
0.276
0.7065
-0.2493
1.6738
1.1844
0.8203
1.0979
-1.1083
0.3684
-1.1927
-0.6303
13.6356
-0.887
0.2634
0.5864
-0.3666
-0.4389
1.426
-0.4032
-0.8264
1.3516
0.028
0.0916
-0.8291
1.6051
1.4629
-0.1409
0.7875
1.5252
-0.4357
1.9009
1.5768
-0.2769
-0.6009
-0.5098
1.1776
-0.7222
0.9827
-0.8905
-0.9017
-0.1675
0.6201
-1.1885
0.0884
-0.3594
-0.3739
-0.6059
0.812
-0.7737
0.0697
-1.5844
-0.9889
-0.4429
-0.7155
-0.3579
1.6154
1.7026
0.9123
0.3912
0.9438
-0.3192
-1.3824
-0.2005
-0.6418
0.5356
1.4502
-0.432
-1.5874
0.7967
-1.9845
0.1999
0.6854
0.004
-0.1012
-0.6435
-1.377
-1.0818
-0.3297
-0.0979
1.648
1.2933
0.2899
-0.5091
-1.5774
-1.37
-0.4647
0.5513
-0.4434
-0.3267
0.3152
-0.4274
-0.6773
-0.84
-0.1277
0.1432
3.4951
0.3163
-0.7459
-1.0013
-0.6011
1.5358
-0.3779
3.2082
0.2353
-1.1147
-0.9381
-0.0456
-0.1308
0.5831
-0.4045
-0.7152
-0.048
-0.3424
-0.4767
0.3964
0.1859
-0.5654
0.7646
-0.6809
0.7006
0.2403
0.1758
-0.688
-0.7168
-0.2298
0.2626
0.4075
-0.9918
-0.1612
-1.1461
-1.0373
0.5053
0.1838
-0.535
-0.706
-0.1614
0.8818
-0.0517
1.7784
0.0018
-0.0497
-0.5567
0.3271
0.285
-0.856
-0.6074
0.3122
0.0199
-0.4407
-0.8269
-0.1175
-1.0946
0.3302
-0.6375
0.2801
-0.4653
-0.4051
0.6359
-0.0642
1.3103
-0.0896
0.6685
0.2262
0.5468
0.6305
-1.1917
-0.0901
-0.5952
-1.2543
-0.5933
-0.5662
2.7824
-0.463
0.3272
-0.1546
-0.9367
-1.2114
-0.5676
2.1436
0.0162
0.004
-0.0294
0.2252
-0.0213
0.2821
-0.6791
0.4375
1.0188
1.238
-0.2155
-0.2003
-0.4459
-0.4906
-0.5305
-1.1279
0.1352
0.3272
0.8753
0.5086
-0.8337
-0.6243
0.2514
1.5959
0.5047
-1.7601
-0.8831
-0.4882
0.0793
-1.18
-0.4656
0.7706
-0.2897
0.8006
-0.9731
-0.5944
-0.842
0.1382
-0.3733
-0.2512
-0.5383
0.6223
0.1763
-0.6495
-0.1764
-0.6581
1.3171
0.9606
-1.103
-0.336
1.0659
0.6059
-1.0116
-0.4722
-0.119
0.0534
0.4877
-0.2698
2.9934
0.7793
0.8703
-0.423
-1.2373
-0.0929
-0.9647
2.6819
0.7152
-0.2219
0.3745
0.0011
0.9167
0.2353
0.2675
-0.2883
0.4232
0.762
-0.0455
1.2658
-0.3463
-0.5531
2.4745
-0.2149
1.3319
0.6972
1.6157
0.3493
0.9728
-0.8342
-0.6045
1.1621
-0.3954
0.1278
-0.3756
0.3253
0.9287
-0.4484
1.1305
-0.2472
1.3196
-0.9145
-0.3432
0.0353
-0.6453
0.4079
-1.1129
0.0679
-0.7922
0.2832
-0.2388
1.0221
-0.04
-0.0094
-0.6279
-0.3189
-0.7491
0.0489
-1.1046
0.3657
-0.5565
0.0125
-0.1856
-0.1699
0.074
-0.5755
-1.2045
-0.9305
0.9676
-0.3981
-0.9512
0.3544
-0.1429
-0.3752
0.545
0.3074
0.261
-0.2415
0.4352
0.0705
0.6423
-1.1412
-0.0564
-1.3417
-0.4634
1.6419
-0.1946
1.1021
0.9837
1.362
-0.8556
-1.6563
-0.3977
0.2231
-0.3091
0.1471
3.5279
0.8594
0.3511
-1.2243
0.3138
0.5951
-0.3988
-0.6328
-0.6723
-0.34
0.5034
0.6415
-0.1175
1.0623
-0.462
-0.7259
0.7233
0.5162
0.6179
0.7527
0.867
-1.2195
0.1567
-0.0628
0.0056
2.935
-0.5454
0.4092
-0.0679
0.3221
-0.8153
-1.3275
1.6328
0.3351
1.0039
-0.1882
-1.0398
-0.1804
-0.3785
-0.6625
64.233333
0
395
80.38
MASTECTOMY
Breast Cancer
Breast Invasive Ductal Carcinoma
High
0
Her2
1
Negative
Negative
3
GAIN
Positive
Ductal/NST
0
Post
5
Left
2
5.1
IDC
Negative
1
HER2+
50
2
Died of Disease
1.0186
-0.3956
-0.6556
-2.2165
-1.0226
-1.263
0.6051
0.535
0.1973
-1.2203
-1.3437
-0.0816
-0.6343
-0.9238
-0.5163
1.0089
1.2962
-0.3135
-0.3003
2.0722
0.6548
-1.1291
-1.0549
0.3166
0.4502
0.1403
1.2984
0.717
0.0543
-2.7723
-0.1911
-0.3144
-0.5218
0.6711
0.8028
0.1479
0.0462
-1.5529
-0.9326
-0.208
-0.0138
1.1914
-0.0954
0.4268
-0.357
0.3047
-0.9175
-0.1449
0.9889
0.7601
0.4275
2.3417
0.4519
-0.1372
0.6529
1.1888
0.8219
0.2684
-0.2063
-0.7654
2.176
-0.1165
-0.811
0.0209
-1.3874
0.1593
-0.5505
1.8831
-0.5934
0.3242
-0.2324
2.5145
-0.9463
0.4052
-1.4378
-1.4639
-0.4379
-0.8474
-0.1956
-2.1351
-0.8943
-0.5702
0.3389
0.4105
-0.2687
-0.4656
0.0776
-2.2444
-0.8951
0.5575
-1.6557
1.2979
-0.9925
-0.5651
1.8593
2.4071
0.021
-1.1735
-0.8859
0.5226
0.7665
-0.8207
-1.1313
0.084
0.6541
-0.8883
-0.7092
1.5196
-1.0675
1.5222
-0.9181
0.3538
0.6888
-0.2996
1.4705
-1.1001
-0.1351
0.5543
0.6794
0.0031
0.6314
-1.1011
-1.9543
0.0897
-0.6666
-0.1525
-0.6695
1.2574
-0.3388
-0.0679
-0.7712
-0.4201
-1.0749
-1.0205
-1.035
-1.0834
3.3177
1.1652
2.0896
0.8661
2.4207
0.822
1.1176
-2.0855
-0.0696
0.2152
-0.3105
1.3913
-1.3496
0.818
0.2999
0.6014
1.0716
0.7738
1.1127
-1.0086
1.6671
-0.3672
-0.8528
-0.2463
-1.2522
0.5655
-0.6703
0.0799
-0.216
-0.3239
-1.7585
-0.451
0.5553
2.0988
1.9575
0.8784
-0.673
-0.2449
-2.1428
-0.0739
-0.8811
-0.3028
-0.783
0.7382
0.1306
-0.6135
-0.879
-0.0957
1.4942
-1.3331
0.4389
-1.3432
-1.3443
-1.4644
-0.9152
-1.2842
-0.5215
-0.1815
-0.9015
1.8774
-2.0022
0.1624
1.8081
-0.6964
-0.9448
1.5537
-1.263
-0.4648
-0.6625
-0.8501
-1.158
-0.8178
-0.3256
-1.0354
1.2598
0.5299
0.0649
1.2856
-1.4378
-0.0559
-0.0985
-0.0691
-1.1699
-0.5693
1.0093
-0.4436
0.4227
-0.7649
-0.2383
-0.0727
0.4797
-0.7497
-0.084
1.4
-1.3236
-0.8481
-0.7847
1.7683
-0.9257
-1.1569
2.2406
0.8158
-0.2868
-0.51
0.1008
1.1206
-1.719
-0.6699
-1.0069
-1.3517
-1.0043
-0.579
-1.1315
-1.0902
0.8277
0.121
1.212
1.6108
1.0497
-2.086
-0.9151
-0.4399
-0.3414
-0.9159
-0.2155
-0.064
0.031
-1.0913
0.9795
-0.9943
-0.9091
0.3335
0.1257
-1.4353
-0.3589
1.2853
1.3403
-2.6952
-0.6326
0.0196
-0.3025
0.6286
1.9926
-0.5511
-1.2117
-1.3157
0.705
-1.9915
-0.8698
-0.1541
-0.885
1.3992
-0.4944
-0.7871
0.0218
-0.1089
0.6623
-0.3323
0.072
-2.0447
-0.5497
0.0175
-0.4377
1.6678
-0.4053
-0.3147
0.2411
-0.4294
-0.3744
0.5122
-0.0503
0.2523
0.0405
-0.7731
-1.6733
-0.6251
0.7538
-0.2494
-2.0398
-1.9688
1.438
-0.3767
0.5014
-0.2397
0.2909
-2.4748
0.1706
-0.4517
-0.1876
-0.2646
1.3199
0.5323
-0.6056
0.1622
-0.0247
-0.6959
-0.5942
-0.8269
0.3101
-0.5126
-0.1464
-1.4071
-0.3558
1.0223
2.9996
-0.8561
-0.0534
-0.3557
-0.503
-0.8242
-0.5957
1.4665
-0.3834
-0.6765
-0.0217
1.1232
0.632
3.2053
-0.4402
0.1567
0.7535
-0.4494
-0.6504
0.3553
-0.5511
0.906
-0.1307
-0.3844
2.5683
0.7681
0.9504
-0.8102
-0.5017
-0.6326
0.4192
0.7647
-0.314
0.1226
-0.1883
-0.2954
0.3212
0.464
-0.7442
0.6702
0.1122
0.4807
-0.1316
-1.4027
-0.4866
-2.0134
-0.2499
0.0476
-1.0301
0.0886
0.1988
-0.0921
-0.4186
0.6324
-0.4439
-0.1273
-1.9602
2.6954
1.1216
-2.3971
-1.3139
-0.4779
2.4903
-1.0943
-0.5931
1.544
0.7541
0.934
-1.3366
-1.5613
0.1665
1.1213
1.2889
2.1097
-1.12
-0.6314
0.2177
-1.0837
-1.2519
-0.5885
-1.34
0.3673
-0.0848
-1.9318
-1.605
0.2903
-1.2988
0.2609
-0.7191
0.9879
0.0847
0.1147
0.2588
1.4823
1.9186
-0.4956
0.6165
-0.0371
1.0024
-0.3476
1.4836
-0.6846
-0.3124
-1.1652
0.2902
7.444
-0.4475
1.1807
-0.7863
1.4434
0.6256
0.0369
-0.8811
1.6108
1.5525
3.582
-1.7984
-1.9409
0.4434
0.3473
-0.0386
-0.3153
0.1235
-1.362
-0.594
0.3702
-0.8503
-0.345
-0.419
-1.0451
0.0542
-0.1279
-0.6772
-1.1174
0.2357
-0.2787
1.135
0.461
-0.7008
0.6235
0.1105
0.8795
-0.2053
0.4904
-1.5028
-1.0579
4.9846
-0.1638
2.8294
29
1
396
56.45
BREAST CONSERVING
Breast Cancer
Breast Invasive Ductal Carcinoma
High
1
Basal
1
Negative
Negative
3
NEUTRAL
Negative
Ductal/NST
0
Post
10
Left
0
4.054
IDC
Negative
1
ER-/HER2-
27
2
Living
2.2706
0.686
-0.5579
-3.9779
2.5061
-0.2978
0.1042
2.5084
0.5603
-1.6654
2.1204
-1.4342
1.5995
1.0599
1.4481
1.9304
0.3159
-3.037
0.5858
0.7642
-0.8013
4.0467
-2.0111
10.1346
2.2306
2.8162
2.4243
1.7556
2.9567
-0.3803
1.9543
2.5662
0.0292
3.2499
1.239
2.1642
-0.0226
0.3234
0.1026
2.3523
1.8544
-0.1341
3.3132
-0.2869
0.1833
0.433
1.4969
-0.4297
2.6471
0.993
-2.4781
1.0461
-0.345
-1.8244
0.7902
1.5126
-0.2011
-0.7186
-0.4116
-1.4488
-1.6756
-0.0294
-2.2677
0.0809
1.4079
-1.6713
0.7253
0.2994
-0.1462
0.2465
-0.6681
-2.033
0.6881
-0.2836
-0.7534
1.7803
-0.4308
0.5468
-2.1911
-0.4697
1.785
-0.1418
1.1645
-1.8879
-2.463
-0.4627
-0.6876
0.9121
0.8421
0.557
1.4317
0.6395
1.9486
-3.613
1.767
0.5012
-0.9839
0.6737
0.5614
-0.3974
-1.5556
0.416
0.2124
0.1543
-0.1755
0.3596
-0.2223
-0.2288
-2.0282
-1.3981
-0.2207
-1.5999
-0.0858
-1.4944
-2.1842
-0.3309
-0.0368
-1.4999
-2.0765
1.3143
3.1424
0.7495
-0.199
-0.3538
-1.8028
-0.3606
2.2606
0.5071
-1.7222
0.7756
0.0251
1.024
2.5294
-0.8986
-2.0027
1.6187
1.03
-1.1032
-0.1766
-0.9328
0.773
-0.4473
1.866
-0.1343
-1.4912
0.3086
2.5375
-0.649
-2.5803
-0.335
0.1559
1.1012
0.6752
1.149
1.229
-0.762
-0.1707
-1.5145
-0.7124
1.9524
-0.4078
0.3805
-0.2845
-0.9372
0.1984
-1.4885
-0.8213
1.7292
0.7439
0.1138
0.6841
-0.2089
0.3917
-0.8506
-1.1772
-0.1506
1.1821
-0.9858
0.501
0.2368
-1.0116
0.919
1.2109
1.8117
0.1461
0.1066
-0.0788
-0.0724
0.4656
-1.1336
-2.3782
0.8761
-0.7162
1.447
1.8811
1.0516
-1.4523
-0.5411
0.3922
0.0922
0.2035
-0.3046
0.6759
0.7996
0.1144
0.2063
-0.9618
2.9636
-0.86
-2.143
-0.9074
2.3703
0.83
0.4721
-1.6845
-0.8608
0.2675
0.9164
1.6987
-1.2257
0.0665
-1.3751
0.3009
2.2256
-0.1783
1.1909
0.3817
2.7533
0.366
-1.0757
-2.6355
-1.1761
-2.3025
0.3582
-1.2508
-0.7799
-0.683
0.6223
-0.6754
1.5001
0.1125
1.876
2.3239
0.8211
2.4468
-0.9792
0.1585
0.0051
-1.9962
-2.1352
-0.262
-0.4817
0.7956
0.1434
1.7113
-1.1814
2.1389
-0.9334
-1.7397
3.8266
-0.3538
-0.077
0.3286
0.5452
0.3939
0.5447
-1.9698
-0.8313
-0.9412
-1.4237
-1.7902
-1.1312
-0.2386
-1.019
0.0211
-0.3352
-0.9246
0.5408
-0.2933
0.283
-2.0058
0.5447
1.1637
-0.5581
1.9215
0.1785
-1.173
0.9725
-1.9716
-0.9795
-0.4891
-3.0881
1.8566
0.0484
0.1777
-0.5457
0.649
-0.3215
0.7011
-0.1859
1.6284
0.6444
-1.5155
1.1066
-0.186
-0.7085
-0.3148
0.3015
0.7238
-2.1862
1.8216
1.4384
-1.0862
1.77
-3.0576
-1.112
1.1899
-0.3187
-0.3125
0.5421
0.1661
0.3077
-1.2189
-0.8106
-1.2426
-2.0455
-0.4898
0.1017
-0.189
-0.6386
-0.2942
-1.3499
5.8405
-1.9479
-0.1244
-0.4155
0.7033
-0.7998
-1.2352
-0.0052
0.627
-0.1002
0.2196
2.6833
0.4561
-1.2843
4.1199
-0.4006
0.008
-2.4664
-0.5233
0.5749
0.5837
-0.1943
1.5304
0.3277
1.0901
5.2755
-1.1816
1.2596
0.1522
-2.0378
0.7128
2.0407
-0.5925
0.5644
0.0878
-0.0155
2.5088
2.1258
-0.6131
0.3893
-2.104
-1.8025
-0.4425
-0.9476
-0.0416
-0.8869
1.8077
2.2451
-1.63
0.7702
-2.2035
0.0982
-1.2415
0.415
-1.0214
-1.6826
0.3212
-1.3267
0.6815
0.4592
-0.5029
0.033
2.0801
1.673
0.0037
-0.0535
2.3143
1.0891
-0.1867
0.9618
2.8919
-0.8445
0.5545
-0.3401
0.6993
0.0187
1.7777
2.0326
-0.5647
1.8636
0.2727
-0.7032
-0.4332
-0.5397
-1.6229
2.4642
1.655
-0.2135
-0.7494
1.5652
2.1574
-0.0379
-0.6275
0.5768
-0.1558
-0.6707
-2.0056
1.3646
-1.2138
-2.1722
-1.3523
0.785
-1.6959
0.0361
2.199
-1.2402
-0.8375
-1.0756
0.0319
0.5154
2.0114
-1.1184
0.4758
-0.6383
-0.3326
1.7128
-0.6191
-0.0757
1.8658
-0.6964
0.8063
-0.7201
-1.2669
-0.0835
-0.4631
-0.2858
0.0061
-1.3675
-2.4227
0.7749
1.1216
-1.1996
-1.8346
0.1038
-0.7777
-0.3402
0.2347
1.5863
-1.0913
0.4378
1.6946
-1.4305
-0.7761
-0.1172
-1.5377
1.7749
-0.9217
3.4341
1.5981
-1.0514
0.0618
2.7398
-1.6078
0.5696
-0.6063
-0.7493
-0.6567
60.666667
0
397
58.56
BREAST CONSERVING
Breast Cancer
Breast Invasive Ductal Carcinoma
High
0
LumA
1
Positve
Positive
1
NEUTRAL
Negative
Tubular/ cribriform
1
Post
4ER+
Right
0
2.022
IDC
Positive
1
ER+/HER2- Low Prolif
11
1
Living
-0.609
-0.7839
-0.8668
1.4591
0.3993
-0.1637
0.9853
-0.9576
0.1358
-0.239
-0.7842
-2.0539
0.5767
0.7419
0.0669
0.0126
0.8339
-0.3227
0.6756
-0.4809
0.2061
-1.0756
-0.3656
0.8457
-1.4973
-1.7354
-0.761
-0.0114
-0.5476
-0.3076
0.8884
-0.3112
1.0607
-0.3478
-1.0556
1.4285
-0.0988
-0.1189
-0.0905
-1.7868
0.6142
1.3653
0.4966
0.4253
-0.5158
-1.6863
-0.0199
1.8807
-0.1308
-1.3918
-0.6035
1.8434
-0.0606
0.8561
0.2912
0.4672
0.6907
-0.0553
-0.7989
0.3441
-0.1219
-0.1922
-0.19
2.1609
-0.13
3.9934
-0.022
0.5831
0.5767
-0.3507
-0.4979
-0.5671
0.5675
0.065
-1.1689
1.3808
0.2629
-0.2458
-0.3448
0.5214
-0.4164
-0.6221
0.0719
-1.3802
-0.3228
-0.3794
-0.12
-0.455
-1.4489
-0.1715
1.7331
-0.3481
-0.7577
0.6916
1.1734
0.9331
-0.8859
-0.3335
1.62
-0.6377
0.2711
0.4143
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0.7711
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1.612
0.0572
0.4082
0.4368
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0.2073
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1.2992
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1.0968
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2.3468
1.2862
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2.7039
3.4336
1.5312
0.9038
2.052
0.6074
1.0731
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2.2999
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1.0003
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0.3209
0.2507
0.9233
1.9255
0.6668
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1.8214
0.0311
0.1933
-0.2192
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0.343
1.3671
-1.1152
0.1857
0.707
0.4677
-0.0202
0.0372
0.8215
1.6575
1.104
-0.5875
-0.467
-0.3289
0.0416
0.6881
-0.8242
2.3822
2.2867
-1.4813
1.2201
-0.7911
0.2713
0.4488
0.5128
-0.2562
0.2499
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0.2627
1.9226
0.2545
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-0.8187
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1.8662
4.1991
-0.92
0.0007
-0.3811
0.0375
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0.1746
0.7404
0.4774
0.905
1.4983
-0.6513
0.2194
1.8951
0.8444
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3.3629
0.2119
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0.0915
1.5206
-0.3673
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0.9285
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0.6878
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0.897
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0.2131
0.41
0.0159
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0.1176
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0.1475
0.6187
1.4589
0.8212
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0.7
0.7947
0.4832
0.9322
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-0.914
0.0513
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1.0211
0.1709
0.6825
1.016
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0.0006
-1.5297
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1.2967
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1.7637
0.1345
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-0.3307
1.1539
0.5442
-1.5522
0.5486
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1.1246
1.4799
1.2102
0.1195
0.0984
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-0.2791
0.1056
0.579
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-0.6062
0.3854
1.0137
-0.726
0.0435
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-0.3688
1.2386
0.4549
0.1655
1.1842
0.0152
0.2224
0.2718
1.2045
-0.5425
-0.0953
-0.3334
1.2147
0.4351
2.622
-0.6925
-0.7217
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0.2592
0.0847
-0.7779
-0.6894
0.3407
0.9964
0.8411
-0.0577
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1.1473
0.2742
1.0455
-0.7405
0.906
0.0221
0.1105
1.9086
0.446
-0.3663
-1.1507
2.4173
0.154
-0.5108
1.3598
-0.6224
0.3327
0.5709
-0.3381
-0.1696
-0.2761
-0.274
-0.2889
-0.5034
-0.6396
1.0652
1.3063
1.0637
-0.5784
0.6891
-0.7345
-0.099
-1.0808
0.0641
-0.5129
0.6402
-0.4315
-0.5428
0.0992
-0.6404
0.724
1.2974
-1.6505
0.6597
0.501
1.3264
0.7632
-0.183
-0.1794
0.919
1.2173
1.6848
1.4047
1.2797
-0.4933
0.7855
0.0314
-0.4181
0.0293
2.537
-0.9604
-0.2139
-0.5885
1.2937
-0.5093
0.3163
-0.4807
0.171
-1.3956
0.9307
-0.2343
-0.2956
1.299
-0.1711
0.9877
0.2825
1.4358
-0.644
0.5961
-0.4634
-0.3529
-0.438
0.2114
-0.9931
0.8059
-0.5834
-0.3133
-1.4911
0.1496
-0.3779
-0.3284
0.6708
0.9844
-1.7721
1.0695
-0.7535
0.6954
-0.1181
-0.6413
-0.4011
-0.9832
0.6232
-0.2777
-0.786
-0.7147
0.1428
-0.9792
0.2417
-0.2135
0.567
-0.0673
-0.7578
0.2833
0.4365
-0.0432
-0.8904
-0.1193
-0.5621
0.1345
0.2053
-0.3979
-1.1848
-0.5679
-1.819
1.5179
-0.4206
0.9366
-0.4246
-0.8755
-0.8373
-0.1362
-0.7165
0.0986
-0.0307
1.6524
0.8613
1.1557
0.0765
1.605
-1.1291
0.5958
-0.7631
-0.7761
-1.0679
0.6445
1.9292
-1.1228
-0.7668
0.8874
-0.2215
-0.177
-1.1106
0.1204
0.9163
-0.8467
2.1736
57.233333
0
398
56.41
MASTECTOMY
Breast Cancer
Breast Invasive Ductal Carcinoma
Moderate
0
LumB
1
Positve
Positive
3
NEUTRAL
Negative
Ductal/NST
1
Post
6
Left
19
6.084
IDC
Negative
1
ER+/HER2- High Prolif
42
3
Died of Disease
1.0203
0.7117
0.3554
0.0945
-1.6656
0.7638
0.7336
-0.8635
0.0325
-0.2972
0.707
0.0141
-0.6919
-0.1256
0.4618
-1.0814
0.9937
-0.7002
0.0672
0.8771
-0.2969
-0.7733
0.4886
-0.8226
0.4748
-0.1102
0.5426
0.9268
-0.4479
0.6285
0.864
-0.4191
0.9914
0.3984
1.2146
-1.0313
0.2363
1.0064
-0.9029
-0.0086
0.153
-0.2757
-1.5163
-0.6438
-0.0214
0.8269
1.7173
-0.3224
-0.0765
1.2907
1.148
-0.0208
1.2237
-0.728
0.2964
0.0135
0.1535
0.0184
0.4764
-0.5736
0.2078
1.2478
-1.1959
-1.2275
0.6244
0.5771
0.3636
0.8612
-0.4264
0.5738
-0.3817
-0.4359
1.2797
-0.0422
-0.3647
0.2611
-0.7246
-0.441
-1.2194
-0.2762
0.0476
-0.2534
-0.4172
0.6905
-0.6863
-1.3227
0.0325
1.2751
-0.1136
-0.3962
0.8009
-0.2075
0.4952
-0.452
1.7039
-1.4194
-1.022
-0.7891
-0.8289
-0.336
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0.769
-1.2978
2.7187
0.0514
-1.4042
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1.7821
1.9595
0.2257
-0.6096
0.8715
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0.2417
0.4063
-0.218
0.7219
0.9783
0.2929
0.3055
-0.6522
-0.2272
0.3522
-1.0416
0.4092
-0.4593
1.1371
1.8011
0.3398
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1.1211
0.4888
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0.7649
1.9691
0.4867
0.0657
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0.2962
1.0505
0.1423
1.3801
-1.5561
1.0382
-0.6331
-0.1396
0.1414
-0.377
0.2165
2.2404
-0.2543
-0.3724
-0.1396
-1.0421
0.7805
0.2376
-0.1045
-0.2056
-0.2444
0.4268
1.3395
-1.2675
0.2832
0.0181
-0.9221
0.9222
2.4223
0.9675
-0.54
-0.2897
-0.8386
1.5202
-1.9585
0.911
-0.2177
-0.2146
-0.9455
-0.8017
0.5907
0.7582
0.0262
-0.1986
-0.6076
-1.069
0.1297
-0.9548
-0.3611
-0.0753
-0.2088
1.2058
-0.9418
-0.8101
-0.5976
0.081
-0.3107
0.2322
-0.0895
0.4172
-0.9756
5.3515
-0.5538
1.1175
-0.1455
3.9177
0.103
0.0885
0.4399
-0.3273
-0.7277
2.1817
1.5914
0.6472
0.1429
1.0051
0.0212
-1.364
0.0875
2.5608
0.1519
0.2465
-0.2738
0.4688
0.5227
0.4784
0.4054
2.1003
1.1075
0.8917
-0.3239
-0.8256
2.5894
0.2655
-0.4776
-0.2011
-0.0996
-0.1795
0.0277
-1.1322
-0.6441
0.3346
0.6307
-1.1015
-0.1382
0.1218
-0.3458
1.7495
0.754
0.4686
-0.7428
1.0067
0.3101
-0.0231
-0.5766
0.4297
1.6273
-0.6185
-1.889
0.3037
-1.1711
0.1909
0.5928
0.1348
-0.5196
1.1447
-0.6167
0.4325
0.5555
-0.0717
0.5793
-1.0504
-0.5024
0.2517
-1.4226
-0.1353
0.8773
0.3125
-0.4627
0.3514
1.3404
-2.0245
0.4694
1.5405
0.429
0.9836
-0.4656
-0.7226
-0.0505
-0.0028
0.4694
0.556
0.7634
-0.5268
0.3747
-0.2306
1.5628
-0.104
-0.5447
0.5951
0.8823
0.1594
0.5513
1.2229
0.0878
0.6271
-0.0295
-0.0776
-0.7647
0.1032
0.9353
0.2971
0.9745
-0.265
1.2183
0.1438
1.3713
-0.5966
-0.0979
1.4963
-1.0387
0.5583
0.9491
-0.376
0.3279
0.4412
-0.6591
-1.3532
1.8514
0.3644
1.0475
-0.29
-0.0157
-0.7195
-0.4683
0.4542
0.4697
-0.1862
0.3809
-0.2323
-0.2265
1.7909
-0.1804
-0.8791
0.0783
0.1619
0.002
0.2231
0.0517
-1.5097
0.518
1.8549
-0.0706
0.2217
-0.2814
-0.2692
1.9546
0.1162
-0.0653
-0.2251
0.6576
-0.0829
0.0791
0.9187
-0.3982
-0.5807
0.4266
-0.8848
-0.1015
0.6794
1.567
-0.271
0.9762
-0.8497
-0.2431
-0.1463
-0.0016
1.4359
1.0823
1.1745
-0.9555
0.6678
-0.6464
-0.3618
-0.3376
0.4256
0.0663
0.0402
0.3728
-0.1776
1.977
-0.2104
0.259
-0.3486
0.3755
0.2831
-0.2805
-0.9229
-1.0529
-1.1909
0.7828
0.7711
-0.4543
0.7001
-0.3833
0.1196
-1.2771
0.2684
-0.7028
-0.3683
-0.1646
-0.4085
0.725
1.4642
-0.0495
-0.5174
-1.3552
0.165
0.8053
-0.2524
0.2919
-0.5219
1.1017
-1.3548
0.6862
0.6632
-0.6769
-0.4398
-0.5243
-0.8746
0.1057
1.3373
-0.3277
-0.104
-0.7785
-0.5845
-0.831
0.5352
-0.7713
1.0773
-0.3145
-1.8691
0.748
1.2323
-0.1606
0.059
0.4521
0.0931
0.1885
-1.9569
-1.4711
0.1059
-0.6857
0.2043
-0.2734
1.5552
-0.0834
-0.9858
-0.7261
2.8041
-0.0091
0.7504
1.412
-0.0368
-0.1547
-0.0662
2.041
1.2918
-0.297
-0.7414
1.2147
-0.3405
-0.1449
-0.285
-0.1591
-0.4949
-0.2419
0.278
0.652
-0.9112
-0.412
-0.6351
0.3283
-0.5301
-0.5118
-0.8697
43.2
1
399
68.47
MASTECTOMY
Breast Cancer
Breast Invasive Ductal Carcinoma
Low
1
Her2
1
Negative
Negative
3
NEUTRAL
Negative
Ductal/NST
0
Post
4ER-
Left
11
6.09
IDC
Negative
1
ER-/HER2-
45
3
Died of Other Causes
-1.0202
0.4655
-0.2895
-0.9551
-0.9115
0.7058
0.9681
-0.1321
0.7486
-1.679
0.8375
-1.0313
0.4621
-0.528
-0.675
-0.4061
0.6824
0.4725
0.4641
-0.4601
0.6444
-0.6678
0.6164
-0.1219
-1.0928
0.1929
-0.0582
0.0488
0.1132
-0.9587
-0.2762
1.2918
-1.0326
-0.1771
0.384
-0.5159
-0.2943
-1.5092
0.7155
-0.1912
-0.1144
1.0008
-0.5201
1.7238
-0.7536
-0.5298
1.2475
-0.2597
-0.2433
-0.2593
-0.1901
0.7081
-0.5299
-0.7174
-0.1335
-0.7926
-0.213
0.9547
-1.1351
-1.2087
1.7077
-1.3912
-1.4134
-0.7232
-0.2036
0.5363
-0.5514
-0.0486
0.0928
1.4837
-1.5329
-0.9136
0.783
0.1263
-1.4853
-1.2382
0.7609
0.4815
0.1719
-1.2236
0.1536
-0.9759
-0.4017
-1.203
0.7801
0.8685
-0.2417
-1.4488
-0.6827
-0.4502
0.8809
-0.7675
-0.4256
0.0098
0.826
0.5878
-1.4515
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0.866
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0.0187
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0.04
-0.5025
0.4245
-0.0874
-0.3137
0.6566
0.7624
-0.7486
0.2149
0.185
-0.0115
-0.4485
-1.0338
-0.2427
0.5352
-0.646
-1.8451
0.5086
1.4341
-0.5673
0.2542
0.6485
-0.3093
-0.187
0.8678
-0.5723
0.5561
-0.6951
-0.182
0.189
0.6855
1.687
-0.6345
-0.3646
-0.5583
-0.1069
-0.0573
0.0977
0.5237
2.0889
0.7382
0.989
0.4268
0.7013
-0.7121
2.7092
2.3599
-0.2745
1.4824
-0.6541
-0.3586
-0.6993
1.4209
-0.4672
0.4153
0.2586
-0.3482
1.451
0.5944
0.1983
-0.8687
-0.6919
1.1187
0.9742
1.1993
-1.1124
-0.2939
-0.2502
-1.2873
0.486
0.678
0.3581
2.0426
-0.0952
1.7181
1.4184
-0.9969
-0.6118
0.9316
0.608
-0.6463
-0.647
-0.7872
-1.9477
0.8625
-1.5207
-0.1908
0.3902
-0.1217
0.7678
-1.6742
0.4934
0.2709
-0.5709
0.7836
0.3915
-1.2595
-0.0091
-0.7897
-0.7947
0.9336
0.7844
1.2262
-0.5169
0.0985
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0.415
0.4021
1.1935
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0.2248
0.0343
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1.0378
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0.5633
0.9495
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0.2401
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-0.8659
-1.2157
-0.7144
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0.2396
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0.8576
0.128
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0.1992
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0.7732
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0.786
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0.4837
3.2038
-0.2993
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-0.3288
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3.1911
0.9314
2.2529
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0.7129
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0.0708
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1.4825
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0.3248
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2.0215
0.0655
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0.7003
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0.336
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1.0961
1.4669
1.2393
2.5531
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1.314
-1.731
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0.3122
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1.9232
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0.7695
1.8891
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1.5702
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-0.2037
-0.1765
-0.2371
0.0587
-0.8692
-1.7761
-0.0563
1.2186
-0.9274
0.6229
0.152
-0.563
-0.1989
-0.4046
0.0669
-0.2282
0.2886
0.1133
-0.6302
1.1012
-0.382
-0.5822
0.5125
-1.3327
1.3894
-1.3111
-0.4425
-0.169
0.0143
-0.9135
0.5347
-0.7176
0.3481
-0.8722
1.2167
-0.8458
1.8338
-0.1689
-1.4855
1.2378
-0.147
-1.8629
-0.3096
-1.149
-0.0643
2.037
-1.6764
0.369
-0.8628
0.134
0.9211
-0.7172
-0.7731
-1.0391
1.6132
-0.3056
0.0741
0.7245
-0.3869
-1.5054
-0.4375
-1.492
-1.3057
-0.1135
1.2075
-1.6387
0.62
0.6117
-0.2112
-1.0785
0.2919
-0.5566
2.7862
1.9487
2.8456
2.9235
0.3018
0.1481
-0.0183
-0.4161
0.7564
1.2718
0.1143
-0.1082
1.6253
-0.0396
0.934
-1.1898
-0.557
9.2859
-0.8509
2.9224
-0.0415
2.364
0.2179
-0.4198
-0.2432
3.2709
-1.237
-0.4651
2.476
0.1266
0.237
1.5963
-1.6601
-1.0102
2.227
0.6156
-0.2428
-0.1274
-0.9122
-1.1044
2.5283
0.2003
-0.5473
-0.2392
-0.3646
0.4814
-0.838
-0.0808
0.0864
4.3613
1.18
0.8573
0.8584
0.7306
-1.619
-1.6131
-0.4007
-0.47
2.8544
137.1
1
400
55.28
BREAST CONSERVING
Breast Cancer
Breast Invasive Ductal Carcinoma
Moderate
1
claudin-low
1
Negative
Negative
3
NEUTRAL
Negative
Ductal/NST
0
Post
10
Right
0
4.032
IDC
Negative
0
ER-/HER2-
16
1
Died of Disease
-0.0794
-0.6322
-0.6576
-1.8705
2.3627
0.6899
-0.5234
2.0463
2.138
-0.3954
0.6777
-0.6975
-0.8484
-0.4234
0.2054
0.3378
2.1698
0.3274
-1.2453
0.54
0.8553
-0.2381
-0.7926
-0.7565
0.2989
0.6472
0.9254
-1.0805
0.5576
-0.9294
0.3732
2.9744
-0.6862
-1.0166
-0.5101
1.3723
-0.0429
-0.9788
1.0673
0.2633
1.4877
1.2219
2.6159
0.7415
1.311
-1.2903
0.4453
0.3829
-0.2672
0.2227
-0.6341
0.8378
0.2529
-1.3612
0.667
-1.6876
0.0303
0.8256
-0.6346
-1.5482
-2.6207
-0.0664
-1.2813
-0.7814
-0.6918
-0.6299
-0.1457
1.696
2.6575
0.2154
-1.1623
0.7654
1.5541
-1.6085
0.7353
1.8199
0.0739
-0.9135
1.5123
-1.8355
0.387
1.5996
1.164
-1.3696
-1.9611
1.2653
0.1025
0.6009
-1.1107
0.5037
-0.7191
0.4256
0.5659
-1.925
4.0017
0.6379
-0.201
-1.0186
0.233
-0.0412
-0.7724
0.6075
0.2107
0.7061
0.5621
-0.1697
1.4187
1.1711
-0.3661
-1.2329
0.23
-1.0226
-0.3561
0.7599
-0.4642
-0.2548
0.3276
-0.8599
-0.2244
1.5471
1.9267
-0.2615
-0.5518
-0.7345
0.5355
-0.3494
1.0422
0.3903
-1.2397
0.3751
0.5539
-0.0113
-0.6162
-0.5105
0.3969
-0.139
1.1554
-0.8681
-1.0457
-0.1103
-0.4753
-0.7504
1.7072
0.5615
-0.137
1.5902
3.4596
-0.3173
-0.3892
-0.7332
-0.7433
-0.8958
0.1776
-0.1817
0.2707
-0.9968
-1.4324
-2.6627
-1.2116
0.4193
-0.9449
-0.0015
1.1384
0.1782
3.8723
-0.3352
-0.5322
-0.8797
0.7016
0.6262
0.5082
-0.8315
0.1154
-0.7126
-0.1973
0.33
-0.8592
-2.7825
0.9187
0.0319
1.7772
0.8375
-0.7295
-0.6237
0.956
0.8704
-0.6011
-0.4041
-0.1642
-2.0463
-0.2457
-0.5921
-0.121
0.4678
2.2645
1.1688
-0.4184
2.7564
-0.0949
0.6259
-0.4073
-0.0441
1.5826
-0.1305
0.1455
-0.6035
1.4389
1.5286
-0.4916
0.7784
0.7015
2.3626
2.2248
0.2153
0.2494
-1.7731
1.779
0.2233
-0.5798
-0.8522
-0.0534
1.086
-1.139
1.5985
0.6222
0.3105
-1.0239
0.2897
-0.4852
0.087
1.418
0.0863
0.9261
0.5989
-0.7428
-0.5632
-0.5958
-0.8188
0.3754
1.1724
-1.9621
1.1318
-2.1512
-0.3123
1.1261
-1.3304
-0.4429
0.4383
0.1198
-1.0147
-0.6676
0.1041
3.9453
-0.8268
1.3961
0.5877
2.2666
-0.5692
0.4152
3.7532
-1.5972
0.1554
-0.1252
0.2752
1.0369
3.5077
-0.5702
-1.0263
-0.24
0.5417
-1.3726
-0.6218
-1.179
-0.4193
-1.1317
-0.7687
1.4924
0.4695
-0.1867
1.6945
-2.2518
-1.0457
0.1588
2.4308
-0.9084
-0.543
0.4972
1.2782
-0.2185
-1.3036
-1.296
-0.76
0.1719
1.8394
3.2155
1.1996
0.5446
1.9303
-0.4657
2.6434
-0.0476
0.0228
-1.7005
0.7663
0.0289
-0.2164
0.053
-0.947
0.1358
1.2292
0.9538
0.561
-1.1107
2.189
-0.7209
-0.4217
-0.0966
-0.6397
1.2245
-1.2877
-0.5281
-1.7098
-1.197
-1.2585
-0.5965
-1.7494
-0.3071
-1.9433
-1.2747
-0.8044
0.7945
0.9593
1.0959
0.7693
-0.2815
-0.9665
1.5258
0.2965
-0.2267
-0.8479
-1.2968
0.1453
1.0395
0.3569
-0.2425
-1.3414
1.7172
-0.8841
-0.6669
-0.0035
-0.3718
0.2861
1.2088
-0.0638
0.3734
-1.1223
-0.6545
1.5083
-0.5525
1.0008
-2.1444
0.288
-0.8853
0.0055
-0.2646
1.7218
-0.6303
0.2241
0.5138
0.6097
-0.0815
-1.1357
0.2244
-2.2705
1.2525
-1.6597
-0.9394
-1.0222
0.4918
1.1494
0.4541
-0.7382
0.8272
0.3375
0.0473
-0.1988
-0.0657
-1.4189
1.0004
0.1006
2.6775
1.3907
0.5505
-0.1293
-0.2242
0.2383
1.397
1.2685
0.0386
0.3748
-0.7265
0.2061
0.3565
1.1396
-1.1888
1.7329
0.6776
1.7472
2.2882
1.6572
-1.6096
-0.3533
-0.4469
0.2695
1.062
0.1707
-0.0708
4.0974
0.4444
-0.9868
-0.796
2.2656
3.5368
0.2693
-0.0964
-0.8823
-0.5874
0.1928
-0.2507
-0.9011
-0.2099
-0.3996
-0.1799
2.9287
-1.5947
-0.2261
2.0012
-1.0331
-0.959
3.4217
1.6038
0.8978
1.3916
-1.0927
1.1644
-0.3976
1.6279
-0.4815
0.7937
-0.9037
-0.1179
0.637
2.043
-0.4232
-0.2858
-0.1432
-0.2006
-1.971
1.3685
-2.2952
-1.7836
0.1373
-0.4679
-0.9848
-1.0094
1.426
0.0726
-1.1931
0.0142
-0.823
0.3954
0.2263
-0.7423
-2.3526
-0.8852
-1.72
1.2636
0.4876
-0.4962
2.4958
-0.087
-0.9319
2.3467
-0.2486
-0.0537
0.5162
-0.9225
-0.0118
-0.9026
22.466667
1
401
48.58
BREAST CONSERVING
Breast Cancer
Breast Invasive Ductal Carcinoma
High
1
claudin-low
1
Negative
Negative
3
NEUTRAL
Negative
Ductal/NST
0
Pre
10
Right
0
4.04
IDC
Negative
1
ER-/HER2-
20
1
Died of Disease
-0.1123
1.0335
-1.2075
-1.9192
-0.8266
0.3195
-0.5329
0.4757
0.0826
-0.8941
-0.0255
0.5383
0.4005
0.7761
0.8501
1.8753
0.3905
0.9959
0.2215
-2.5637
0.1725
2.7014
-1.1727
1.784
0.6018
0.7201
0.6581
1.0129
0.7423
0.1508
0.8324
1.7766
-0.3545
-0.2891
-0.5422
0.8502
-0.5579
-0.5971
-0.4035
0.3401
0.9055
0.6653
1.5662
0.4472
0.764
-0.2134
0.9805
-0.0722
-0.6645
0.1751
0.0001
0.1018
-1.2067
-0.8157
0.774
-2.3178
-0.8449
0.3748
-0.7696
-1.8384
-1.0975
-0.2459
0.4783
-0.558
-0.9968
2.1941
3.3679
-0.6388
0.268
0.2724
-0.5929
2.096
-0.3779
-0.3856
0.4515
0.5956
0.3235
-0.4495
-0.1684
-0.4491
-0.5339
0.7344
1.6179
-1.1777
0.4686
1.2839
0.362
0.9886
-0.3096
0.3786
-1.0239
1.0347
-0.3228
0.2299
0.381
1.4929
-0.8517
-0.1817
0.542
-0.13
1.1388
-0.7625
-0.9527
-1.0792
0.1046
3.055
0.2381
-0.0698
0.6683
0.3965
-1.2564
-0.4622
-0.9108
0.4237
0.2417
0.2546
1.703
-0.6404
1.8639
-0.8558
1.9646
1.3438
-1.4127
-2.0647
1.2151
1.7144
1.1325
0.6584
-0.1096
-0.1579
0.4765
-0.4612
0.3567
-0.6584
0.3194
-1.285
-0.1447
-1.0186
-0.2425
-0.292
-0.906
-0.2081
2.337
-0.5051
0.6207
0.7446
1.0744
-0.9088
-0.2757
-0.3195
0.1818
0.1478
1.286
0.7812
1.2445
1.2944
-0.2076
-1.9137
0.4803
0.6788
0.5562
2.3652
1.8239
1.6034
-0.53
0.2008
-0.7035
-0.597
1.7294
-1.4525
0.3357
0.2522
0.004
0.9264
-1.2717
-0.0049
0.4576
-0.6021
-0.2086
1.1803
-0.2021
0.1702
0.6544
0.6059
0.3431
-0.9698
0.7906
-0.692
-0.6156
-1.9856
1.0188
0.3444
-0.5062
-0.152
1.3796
-0.3578
-2.1337
-0.0582
0.0292
-0.0162
-0.0267
-0.2495
-0.3802
-1.1062
0.3354
-0.6835
0.5135
0.6161
0.3864
-0.1008
-0.7307
-0.0115
-0.949
0.9684
0.4642
2.8536
0.6593
-0.6434
-0.6442
0.6261
-0.6866
0.2749
0.2862
2.6161
0.7008
-1.0514
-0.5644
-1.1099
0.6
2.4994
0.6801
1.6092
1.1201
-0.0228
0.9556
-1.2125
-1.2154
-0.6679
0.9443
0.2648
-1.1249
1.3747
0.6843
-0.5253
2.2983
0.7049
-1.0357
-0.1286
0.4669
-0.9372
-0.3224
0.1487
0.1355
-0.1121
-0.6204
-0.3421
0.1588
-0.4643
1.806
0.7613
1.0199
-0.416
1.3508
0.4353
-1.2803
1.1953
-0.2065
-1.439
0.3981
-0.3559
-2.0044
-2.0787
0.9639
1.2379
-0.563
-0.2255
1.7597
-1.0284
0.3204
0.8182
-2.3497
0.358
0.4616
0.4817
-0.9681
-0.5357
0.4392
0.2203
-0.422
-0.0846
-0.5485
0.691
-0.5835
-0.3696
-1.0065
-0.4412
-0.5839
-0.629
1.0475
1.7539
1.7554
-0.4618
-1.1721
-0.4267
0.2206
1.6953
0.2947
-0.3241
0.7776
0.4109
0.5136
-0.0922
-0.0265
-0.2272
-0.9659
1.1289
-0.7116
0.9647
0.2259
-1.062
0.1889
-0.8793
-1.9467
-0.8382
0.7719
-1.9251
-0.4859
-0.7306
-1.6539
-0.5465
-0.0902
0.9567
0.3867
1.0521
-0.7111
-0.3508
-1.2746
-0.4452
-0.8346
-1.09
0.3493
0.6399
0.5219
0.8552
-0.2435
-1.5366
2.0509
0.5324
1.3697
0.0287
0.1521
-0.8753
-0.6109
0.3508
-0.6748
-1.7145
-0.0299
-0.2303
-0.2816
2.3321
-0.3199
-1.3542
-0.3159
-0.4904
-0.1686
0.179
0.9262
0.5374
-0.4151
-0.483
1.0965
0.6813
-1.834
0.2248
1.4654
-1.3867
0.3257
-0.1324
0.4806
-1.015
1.1396
-0.4846
0.3209
-1.7453
1.3921
-1.0463
-0.5241
-0.2678
1.0724
-1.3706
0.7094
1.0224
2.3547
-0.0243
0.3465
-1.4323
-0.8277
3.2159
0.2927
-0.8133
-1.114
-1.418
1.4713
1.0833
-0.548
0.2614
2.2219
-0.0945
1.4092
-1.1107
-0.9458
1.1457
0.1168
2.3787
3.6738
0.7811
-0.4762
0.9657
0.6128
1.0537
-0.5533
-0.2619
4.2711
-0.9111
-1.0795
-0.8969
-0.1942
0.3489
0.3684
-2.2692
0.5474
0.3744
0.6206
-0.8021
-1.8803
0.5889
1.2327
0.4947
-1.4945
1.6186
0.0634
-0.2831
-0.3756
-1.437
-0.0166
-0.3868
-0.8416
-0.1483
-0.8928
-0.3039
-0.5467
0.5809
1.4744
-0.4639
-0.8986
-0.1242
0.4873
-1.0873
1.3754
-1.1888
-1.2734
-0.7123
1.0196
-1.709
-1.4015
-1.1038
-0.2694
-1.8873
-1.4361
1.6486
2.6532
0.8888
1.5538
0.1574
-0.4431
0.4518
0.5902
-0.2631
0.4285
0.3878
-0.2886
-0.0705
-1.8873
1.3762
0.4427
-1.2302
-0.3942
-0.739
-0.8785
26.266667
1
402
73.06
BREAST CONSERVING
Breast Cancer
Breast Invasive Ductal Carcinoma
Low
0
claudin-low
1
Positve
Positive
1
NEUTRAL
Negative
Ductal/NST
1
Post
4ER+
Left
0
2.022
IDC
Positive
1
ER+/HER2- Low Prolif
11
1
Living
-1.4975
-0.5579
-1.0144
0.3997
-0.4424
0.4571
-0.4763
-1.1162
-0.8152
-0.9929
-0.9027
-1.9629
0.2624
-0.1388
-1.3038
-0.2684
-1.0623
-0.2474
-0.0052
-0.3414
0.5301
-1.1044
-0.5904
0.3421
-1.3468
-1.5474
-0.724
-0.9482
-0.9865
-0.5137
0.3593
0.2904
1.2819
-0.1801
-0.3193
1.2447
-0.3746
-0.0274
-0.4076
-1.5591
-0.6318
1.1899
-0.6749
1.5992
-0.4157
-1.6071
-0.48
0.5957
-0.252
-1.3514
-0.0393
0.8559
-0.6575
0.7723
-0.6894
-1.3496
-0.2513
0.231
-0.3379
0.8192
-0.3701
0.806
0.0637
-0.1265
-1.2262
1.7468
-0.6149
-0.3614
0.1902
-1.2167
0.1065
-1.1407
0.409
0.115
-0.9467
-0.5879
0.0365
-1.0894
-0.9923
0.3281
0.392
0.3509
-0.3731
-0.4877
-0.5119
0.885
0.8267
-0.086
-0.6474
0.4288
-0.1102
0.1511
0.0447
0.2003
-1.1932
-0.1228
-0.5985
-1.2765
0.8514
0.159
0.4416
-1.2477
0.7536
2.0334
-0.1232
0.3958
0.2886
1.0749
0.6993
0.4506
-1.0646
0.0221
-0.2884
1.5422
-0.4345
-0.7673
0.6513
0.0107
0.1064
-1.5342
-1.3331
0.1893
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0.9583
1.1818
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0.4107
0.003
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-0.9602
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0.5126
-1.4947
-0.889
0.4717
1.2217
1.1849
0.2714
0.497
1.1345
1.5757
-0.1667
0.5349
0.3835
0.1099
-0.7279
0.5105
-0.5615
-0.4895
0.0346
1.0397
0.3227
0.7003
0.6037
1.9126
2.077
0.5609
-0.2927
-0.023
0.1252
-1.1183
0.0281
0.3558
0.7818
1.0077
0.109
-0.3251
-0.2903
1.3224
0.6648
0.6609
1.3018
1.5815
1.8504
-0.9687
0.4675
-0.9888
-0.1107
0.0411
0.5003
0.417
0.0337
0.7977
-0.2698
0.1081
0.3181
0.0424
0.3868
0.1266
-0.4648
1.3077
0.0151
-0.1575
-0.5072
-0.1736
0.3213
-0.5947
-0.0893
-0.1895
0.584
0.3856
-0.6994
-0.5093
-0.0552
0.4717
2.8154
1.2496
-0.149
0.2421
-0.4923
0.5398
2.9407
0.0172
0.505
-0.5591
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-0.7882
-0.243
-0.0922
0.0622
0.073
-0.1387
1.5081
1.9737
0.1728
-0.2689
-1.4033
1.0877
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1.3479
-0.9038
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0.3942
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0.4197
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1.7583
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0.8447
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1.1428
0.5072
1.3387
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1.6239
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1.7201
0.6887
0.1925
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1.7389
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0.3994
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0.4069
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1.0729
0.8286
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0.5068
0.1967
1.3026
0.7595
-0.5725
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0.01
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1.1506
1.4548
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0.8865
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0.055
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1.5434
0.5909
-0.5054
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0.6825
0.6146
1.2669
-1.0536
0.8815
0.1546
-0.9308
1.1672
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-0.6173
0.3784
0.4715
-1.2031
0.9713
1.0753
-1.0095
0.5981
-0.1398
1.0702
-0.9171
1.2565
-0.241
0.38
0.4973
-1.6765
0.5272
-0.6847
0.4408
0.4255
-0.6146
-1.3148
0.1813
-1.095
0.2839
-0.337
-0.5223
-0.8074
0.8314
-1.2502
0.808
-0.805
-0.5045
-0.3496
0.2641
0.4212
1.5727
0.6354
0.674
-0.628
0.9972
0.8174
-0.252
-1.6671
-0.2692
-0.0958
0.4266
-0.8153
0.1486
-0.1901
-0.9116
0.4947
-0.6324
-0.9282
0.9179
0.9336
-0.456
0.5207
0.9834
1.1932
0.1965
-0.6983
-0.4197
-0.3844
-1.3456
1.067
-0.3868
-0.2536
-0.8854
-0.4919
0.7123
-0.1399
0.871
-1.0318
-0.3032
-0.9012
-1.5969
-0.4694
-0.2415
0.0844
-0.0724
1.3638
-0.1934
0.5764
0.2629
1.1076
-0.1032
-0.6288
0.6859
-0.1617
0.6094
3.3199
1.5147
0.9516
-0.9067
0.0239
-0.9587
-0.3891
-0.8762
-3.1312
1.138
-1.1502
0.1001
-0.3021
0.5188
1.1143
0.8198
0.1436
1.0964
1.3546
1.4164
-0.7648
-0.8155
1.3615
-0.8364
0.5065
-0.0482
0.7478
-0.8574
-0.0383
-0.2858
-0.0071
0.0571
1.1211
1.8565
-0.1699
-1.2041
1.0961
-1.179
1.2255
-0.941
0.3253
0.4272
-0.5287
-1.4422
0.6084
-0.5248
-0.8714
-0.193
0.967
-0.0928
-0.4543
1.2752
0.0816
-0.7901
-0.0659
-1.0642
-0.5301
1.3493
-0.593
1.4352
-0.1693
-0.1265
-1.5143
0.1984
0.6064
1.9532
-0.6078
-1.0031
-1.2244
-0.8303
-0.5992
0.2721
-0.4388
-0.2543
0.024
-0.6378
99.733333
0
404
60.71
BREAST CONSERVING
Breast Cancer
Breast Invasive Ductal Carcinoma
High
0
LumA
1
Positve
Positive
3
LOSS
Negative
Ductal/NST
1
Post
8
Left
1
5.03
IDC
Positive
1
ER+/HER2- High Prolif
15
2
Living
0.387
-0.9846
0.421
-0.4086
1.1969
-0.1516
1.0638
-0.2488
0.375
0.0349
-0.5952
-0.6713
-0.2321
-0.8153
-0.8279
0.0833
-0.5124
-0.0713
0.1717
-1.569
0.5559
0.9698
0.2677
0.0304
-0.1176
0.7573
-0.0537
0.0819
0.0352
0.7545
-0.2834
0.2405
-0.5804
-0.4737
0.09
0.6252
-0.6731
-0.6938
-1.6677
-0.6674
-0.44
0.2548
0.1613
0.5653
0.2537
-0.1351
0.5743
-0.2526
-1.6279
-1.5409
-1.0172
1.1678
-0.5199
-0.4668
1.2511
-0.1266
-0.328
0.4141
-0.549
0.0063
-0.1172
-0.8987
-0.7587
1.4245
-2.0969
-0.9339
-0.1459
0.5775
0.1027
1.8748
0.2544
-1.1142
-1.112
-0.4337
-0.388
-1.4066
0.2515
0.5528
-0.1995
0.2735
-0.4974
-0.4802
-0.3261
0.0024
0.4479
-0.9899
-0.7687
-0.7623
0.3827
0.2989
0.2128
-1.1124
-0.9886
0.3847
-0.6169
2.8395
1.3827
0.2459
-1.0664
-0.5823
1.2446
-0.285
-1.3273
-0.4472
0.0688
0.4236
-0.7487
2.5819
-0.7412
0.0398
-1.7723
-0.7615
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-0.3447
0.4812
-0.8955
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-0.7034
1.1934
0.418
0.4706
1.73
-0.1432
-0.3937
-1.0983
-1.4351
-0.2848
0.953
0.6091
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0.0139
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0.4993
-0.7379
-1.813
0.5765
-0.4384
0.2259
0.3561
1.7553
1.248
-0.2548
1.591
0.464
-0.234
-0.1807
-0.3391
-0.1671
-1.0119
0.0574
-0.6402
1.9727
-0.644
-0.2449
-0.2779
-0.9062
-0.631
0.5778
0.7015
-1.085
-0.0117
0.3954
-0.1191
-0.3771
-0.192
0.3239
0.4016
-0.6524
-0.8255
-0.4884
1.1343
-1.0266
-0.3554
-0.9522
-0.3256
-0.4943
1.5903
1.0719
-0.3969
1.0984
-1.0639
0.1437
-0.6462
0.025
0.376
-0.1571
1.0353
0.1847
-0.5472
-0.9839
-0.535
0.5556
-1.6479
-0.4338
0.6432
0.6386
-0.4476
-0.4408
0.1819
-0.9155
-0.3179
0.9323
-1.0678
-0.6013
-0.4849
0.3246
0.9328
-0.5254
0.0123
0.4866
0.4826
0.5558
-0.6442
-0.6352
0.5343
0.7522
0.3747
1.1364
-0.3861
-0.9337
-0.0822
-0.1443
-0.1508
0.5795
-0.1996
-1.5566
-0.6352
0.6108
0.4805
-1.2626
-1.282
-0.3307
-0.4528
0.6965
-0.78
-0.5452
-0.7454
0.4589
0.1597
-0.233
1.2878
1.1594
-1.0944
0.6077
0.4425
0.3091
-1.2203
-0.6424
-0.6828
-0.139
1.9586
-0.9568
0.7331
1.2222
0.3956
-0.9171
-0.0751
-0.2232
0.8129
0.3584
-0.1681
-1.644
1.8731
1.2052
-0.9576
-0.3001
-0.2808
-0.5337
-0.4542
-0.505
-2.1416
0.2845
-0.4473
0.7486
2.3176
2.1766
0.0747
0.8618
0.3781
-0.5648
0.6298
-0.4103
-1.1508
-0.945
1.49
-0.4354
0.7456
-1.3163
-0.0992
0.8702
-0.5905
0.0347
-0.5101
0.0194
0.8371
0.2767
-0.1204
1.6076
-0.6785
1.3985
-0.2715
-0.2921
1.0278
-0.9679
0.2261
-0.9455
-0.1374
-0.066
0.4419
-0.0778
-1.574
-0.4188
1.2444
0.6656
-0.2456
0.4885
-1.3018
-1.784
1.3287
-0.6061
-1.2398
-1.0461
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-0.3956
0.6108
-1.4897
-0.3094
0.0547
0.7247
0.3102
0.752
1.0803
-0.0396
0.168
1.2999
1.9846
1.0816
0.1872
-0.3291
0.2258
1.8236
0.207
1.5174
-0.2466
-0.0936
-0.129
-0.1523
0.5606
1.3723
0.7941
1.7176
0.007
-0.2966
-0.3593
-1.1999
0.4158
-0.7408
-0.691
-0.1708
-0.4028
-0.4728
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-1.4988
-0.8409
-0.1763
0.3893
0.1287
0.0936
-1.2582
-0.1906
1.2813
0.3139
-0.1568
-0.7663
-0.3865
0.8222
-0.8204
0.8587
1.4857
0.1431
-0.8362
-1.7601
0.6668
-0.8199
-0.7693
-0.2577
0.3567
0.8985
-0.7135
-0.259
0.8453
0.016
-0.426
-1.1163
0.0731
-1.5797
-1.1173
-0.0028
-1.1312
-1.038
0.2299
-0.0041
0.0384
0.8412
0.209
-0.2897
-0.2305
-0.4405
-1.785
-0.1275
-0.1698
-0.5307
1.1076
-0.01
-1.1273
0.5544
-0.7618
-0.1453
-0.8634
-0.6026
-0.8039
0.1035
-0.5129
-0.4599
-0.8907
1.3783
0.3886
-0.5488
-0.6394
0.3532
0.2763
-0.184
0.0055
-0.3504
0.368
0.2399
0.5289
0.1347
0.5489
0.6285
0.1953
-0.5054
-0.0399
-0.1602
0.2925
-0.0009
0.995
0.1093
-0.2687
-0.6129
0.326
0.047
-1.7575
-0.1539
1.5666
-0.1349
-1.2077
1.067
1.1617
-0.3775
2.0608
-1.0923
2.4537
0.9729
-0.3245
-1.1102
0.9062
-0.3648
-0.2383
-0.8264
0.8953
0.9158
-0.051
-0.4048
-0.2018
1.0824
0.1187
-0.5231
-1.0951
1.0022
-0.8606
-0.561
1.4292
-1.0044
-0.1243
-0.2698
-0.4571
-0.3655
0.2392
63.5
0
406
69.32
MASTECTOMY
Breast Cancer
Breast Invasive Ductal Carcinoma
Moderate
1
LumB
1
Positve
Positive
3
NEUTRAL
Negative
Ductal/NST
1
Post
2
Left
17
6.36
IDC
Negative
1
ER+/HER2- High Prolif
180
3
Died of Disease
0.4302
0.0981
-0.7443
-0.5539
-0.2806
-0.2271
0.4657
-0.102
-1.3399
-0.3981
0.0662
1.0542
0.5736
-0.0495
0.4552
0.2276
0.1672
-0.774
0.4305
-0.8477
0.8804
0.2484
-0.8945
0.0339
1.7644
1.0016
-0.1194
0.199
-0.0196
1.0404
-0.331
0.5223
-0.8282
-0.595
-0.6099
-0.7766
1.7819
1.2069
0.5626
-0.2635
-0.7503
-0.8413
0.085
-0.7512
-0.2203
1.8021
-0.8256
-0.0004
-1.7552
-1.1584
-0.7726
-0.3193
-0.7967
-0.9199
-0.1585
0.3245
0.9427
0.2677
0.7591
0.9157
2.0896
0.8873
0.4878
1.7246
0.0101
1.3026
-0.3643
-0.3896
-1.0367
0.705
-0.765
0.6409
-0.5802
-0.0117
1.0292
0.1652
-0.6731
-1.6392
-1.486
-0.9042
-1.3052
-0.5767
-1.4213
0.7642
-1.031
-0.7374
-0.8481
-1.1633
0.1921
0.1612
-1.0859
-1.3103
-1.5285
-0.1716
0.1118
2.1373
1.0287
0.511
0.8261
-0.575
-0.3811
0.2272
0.9402
-0.3556
0.9304
0.4304
-1.7859
-1.1647
-0.3129
0.3119
0.5818
1.898
-0.3758
-1.3058
0.7398
-0.2025
0.5393
1.6798
1.3474
-0.7407
0.667
-0.7513
-1.0773
0.4695
0.4704
-0.2443
-0.1122
0.8512
-0.7285
-0.5105
-0.2737
-0.4333
0.485
0.4209
-0.3396
-1.0119
-1.1985
0.8019
0.871
1.5511
0.6643
0.7542
-0.3367
0.2622
0.8072
-0.0638
-0.4095
-0.5994
0.2703
0.3377
-0.3556
-0.4337
-0.6443
0.2869
-0.4098
-1.2099
-0.1842
1.3003
-0.2794
-0.4366
1.1577
0.4432
1.3599
1.193
-0.6245
-0.5144
-0.098
-1.0271
-0.6923
-0.1033
-0.2564
-0.7606
1.8178
0.2701
-0.3549
12.2252
0.2844
1.8476
-0.9682
-0.5829
-0.6374
-0.6993
-0.1658
-1.0258
0.236
-0.3106
-0.0248
0.0679
0.2439
-0.4185
-0.9173
0.1841
0.3237
-0.0388
0.2334
0.5735
2.2082
-0.5133
-0.5084
-0.6342
-1.7235
0.6664
-0.442
-0.1287
-0.9491
-0.2055
-0.3095
-0.4892
1.5495
0.1509
0.6255
-0.6241
0.3236
-0.4685
-1.0511
0.3696
-0.0142
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0.033
0.8451
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-0.5422
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-0.3537
-0.726
-0.1858
-1.164
-0.7513
1.0348
-0.7869
0.1556
-0.8534
-0.5381
0.1676
0.109
-0.6359
0.0106
1.5389
1.5476
-0.1297
-0.7193
-0.0166
0.2318
0.2798
-0.2963
-0.4236
-0.7795
0.7839
-1.1094
-0.8482
2.4049
-0.435
-1.4357
-0.4108
0.0912
-0.726
-0.7933
-0.332
-0.2175
-0.0484
-1.1662
0.6608
-0.4646
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0.3129
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0.4022
0.327
0.6118
-0.2834
0.9227
-0.3668
1.2455
-1.0506
0.7075
0.0023
0.5884
1.0655
-0.2676
-0.4548
-0.8385
0.1357
-0.6014
-1.396
0.347
-2.1378
0.4007
-1.0367
-1.0826
0.9158
-1.3213
0.0614
-1.4624
0.0168
-0.1582
-0.2018
0.0328
0.7399
0.0315
-0.9749
1.0642
1.1639
0.2968
1.9266
-0.4895
-0.5981
0.0375
1.5346
-0.7524
1.5148
-0.7784
-0.8809
0.1575
-0.1542
0.0948
-0.5538
0.2835
0.0464
0.7467
0.2689
1.951
0.2761
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0.975
0.3597
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0.5252
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0.5699
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0.0626
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1.6517
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0.0394
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0.2388
-1.1085
-0.7412
0.8662
1.6167
0.0405
-0.1335
-0.2989
-1.0112
-1.3893
-1.0953
-0.4843
3.7139
0.7946
-0.0099
-1.0578
0.2972
0.1458
-0.01
-0.5615
1.146
-0.2024
-0.5734
0.7295
0.8823
0.0804
2.041
0.6822
-0.5378
-0.3125
-0.0104
-1.273
1.1358
-0.4596
-0.3403
0.1249
-0.0711
-1.4349
-0.2916
-0.8867
-0.7224
-0.5475
-0.6397
0.7362
-0.0576
2.8673
0.6087
1.6096
0.431
0.6973
-1.1665
-1.1632
-1.1473
0.3364
-0.5511
1.4952
-0.0793
3.7158
1.8327
0.3338
-0.7391
-0.499
-1.4614
0.4512
-0.8953
-0.7545
-0.9072
-1.0103
0.0923
-0.464
0.5675
2.5069
1.0641
-1.3226
-0.0661
-0.3644
0.9068
-1.3488
-0.1049
0.5051
-0.445
-0.8159
-0.4463
-0.5504
0.2128
-1.0494
-0.8138
-0.6415
-0.5115
0.3441
-0.5465
1.395
4.6394
-0.155
0.479
-0.3871
-1.1774
0.0492
-0.4118
0.7184
-0.7945
1.7712
1.1063
0.7345
0.4415
1.0087
-0.6879
-0.4937
0.2163
-0.2438
-0.5843
1.4905
0.4663
0.7672
1.0143
-0.7603
-0.5155
-0.5268
0.3383
-0.152
-0.6465
-0.4796
-0.9728
0.2208
0.3547
0.3191
0.1066
-0.4134
-0.7447
-0.7191
-1.3214
-0.7086
96.9
1
410
57.41
BREAST CONSERVING
Breast Cancer
Breast Invasive Lobular Carcinoma
High
0
LumA
1
Positve
Positive
2
NEUTRAL
Negative
Lobular
1
Post
3
Right
0
3.04
ILC
Positive
1
ER+/HER2- Low Prolif
20
1
Living
-1.4716
0.3917
0.3703
-0.2352
-0.7639
0.2652
-1.7403
-0.0447
-0.5079
-0.9874
0.4761
-0.0869
0.9682
-0.4484
-0.2998
0.166
-0.6341
-0.6087
-1.1279
1.1791
0.5278
0.0637
0.3371
-0.7241
-0.8504
-0.1669
-0.6208
-1.1334
-1.0822
-0.3626
0.2529
0.3403
1.03
-0.3373
0.1939
0.0598
0.4488
0.3622
-0.2305
-0.2079
-0.5338
-0.2527
-0.64
-1.0907
-0.9052
-0.6024
-1.7311
0.6555
0.3451
0.5646
-0.453
-0.2204
0.4716
-0.1472
-1.1737
-0.0442
-0.2364
0.1651
-1.0747
0.7263
-0.457
0.7529
0.1714
0.1364
-0.0112
1.8286
-0.7663
-0.6017
0.1471
0.5697
-0.2127
-0.8729
-0.4015
0.6948
0.7563
-0.4953
-0.0567
0.1963
0.1376
-0.3889
-0.159
-0.1829
1.1208
0.5466
-0.8618
-0.1256
-1.0909
-1.5842
-0.146
0.0834
0.2829
-1.3437
-0.6654
-0.3852
1.3184
0.5102
-0.182
0.3599
0.0887
-0.5534
-2.162
0.5705
0.8092
-0.0576
0.3891
-1.7189
-0.0038
-0.3091
-0.2015
0.5294
-0.4992
-0.8382
-0.5491
0.5604
-0.202
-0.5426
0.0413
1.0087
-0.5745
2.3578
-0.9433
0.5372
-0.3664
-0.8516
-0.52
1.0678
-0.5251
0.1601
1.0416
0.169
0.3714
-0.2897
-0.2744
-1.0086
-0.8107
-0.1195
0.4961
1.0664
1.5686
-0.6875
2.3777
-0.0577
-0.343
-0.0364
0.9399
-0.9985
1.3746
0.4035
-0.3923
0.1266
-0.1599
0.5384
0.3157
-0.0582
-0.4845
-1.108
-0.9811
0.3176
-0.3951
0.2021
-0.1291
-0.0867
0.5921
0.7153
1.4571
0.8539
0.2129
0.0927
-1.9228
-0.3652
-0.2885
0.1657
-1.246
0.6835
-0.139
-0.576
0.1693
-0.861
-1.0971
-0.6708
0.7649
-1.1064
1.7966
-0.7971
1.0657
-1.2115
-0.5282
-0.87
0.5968
1.0656
0.3944
-0.0214
0.1729
1.4597
-0.8653
0.6072
-0.6977
-0.3802
0.3667
-1.0674
0.4735
-0.0823
-0.5278
-1.1563
-0.2964
-0.5037
-1.6033
-0.5142
-0.8388
-0.0345
-1.3642
1.3317
-0.1949
1.0693
-0.6569
-0.3305
0.8507
-0.9707
0.2158
-0.5767
0.9172
-0.1421
2.3415
0.362
0.4772
-0.4811
1.494
-0.0857
-0.2411
-0.324
-1.4966
0.5498
0.1747
0.3413
-0.2273
-0.6766
1.16
0.5895
0.5864
-1.4117
0.4619
-0.8756
-0.5132
0.5896
-0.2932
-0.7678
0.2912
-0.2244
0.3458
-1.1663
0.2241
-1.0515
-0.7421
0.6552
0.5819
0.2582
-0.3916
-0.9708
-0.1727
0.2148
1.2413
-0.0159
0.2093
-0.5895
-0.9033
-0.4285
1.2978
0.6675
0.9308
0.2125
-0.3291
-1.386
-0.2894
1.0233
-0.4528
-0.9424
-0.5438
1.1496
-1.0126
-0.0781
0.3521
-1.1007
-0.5162
-1.5111
0.4536
1.6317
-0.7146
0.0684
-0.1167
-0.2974
1.4906
1.9735
-1.0545
-0.6994
0.2646
-0.2194
-0.2831
-0.2263
-0.1196
-0.5067
-0.5068
-0.5037
0.1712
-0.3764
0.2197
-0.1428
-0.0395
-0.6571
-0.2507
0.5546
-0.3005
0.4909
1.0996
-0.6036
0.2284
-0.2786
1.1073
-0.2639
-0.6526
-1.2819
0.9911
-1.1974
0.8327
-0.5709
-0.561
-0.8549
0.4019
0.9987
-0.2102
0.2484
-0.1067
-1.149
-0.6486
0.3935
0.1295
0.4212
-0.8782
-1.0175
-0.21
-1.8205
2.2573
-1.6849
1.5687
-0.4262
-0.126
0.1452
-0.208
-0.38
-0.2028
-1.1534
-0.8002
0.8287
0.4035
-0.6225
-0.336
0.4145
3.8712
-0.0635
1.644
0.2876
0.3615
0.344
-0.8773
0.0121
-0.486
0.1634
0.988
-0.9325
-0.2874
-0.4807
0.4456
-1.6501
-0.5263
0.5365
0.0373
-0.1954
0.2486
0.5018
0.1305
-0.3707
-0.5327
-1.2261
0.8342
-0.2062
-0.214
0.8049
-0.0826
-0.7294
-0.6621
1.203
0.5439
-0.5976
-0.9153
0.2022
-0.3759
0.1541
-1.2574
-0.3421
-0.5746
-0.8336
0.8853
-0.0822
1.3603
1.65
-0.9903
0.1927
-0.682
1.4909
-0.7284
-0.69
-0.064
-0.1231
-0.963
-0.2717
-0.4647
0.4818
0.6061
-1.1387
-0.603
1.4879
-0.043
1.6453
0.3572
-1.0988
-0.4226
-0.3726
0.8717
1.0383
-0.4458
1.538
0.5602
0.8402
0.6049
-0.0947
0.3293
0.3538
-0.0098
2.1862
0.0712
0.8244
-0.9172
0.0751
0.2364
1.1851
-1.9142
-0.3102
-0.8494
-0.4519
-0.3331
0.6382
-0.5046
1.0848
-0.4235
0.6043
-0.5133
-0.6105
-1.1016
0.3941
-0.3964
-0.369
0.0454
-0.2344
-0.3492
-1.7147
-0.5889
0.0115
-0.2481
-0.8311
-0.0657
-1.6206
0.0813
-0.0119
0.8101
-0.7654
-0.7052
0.5802
0.1955
-0.0859
0.6991
-0.3334
0.0817
-0.2728
-0.0657
0.0641
0.1912
-1.0328
0.1461
-0.3006
-0.4274
63
0
411
54.6
MASTECTOMY
Breast Cancer
Breast Mixed Ductal and Lobular Carcinoma
Moderate
1
LumA
1
Positve
Positive
2
LOSS
Negative
Mixed
1
Post
6
Left
1
4.036
MDLC
Negative
1
ER+/HER2- Low Prolif
18
2
Living
-0.9517
-0.1272
0.073
-0.6884
0.0642
2.3907
0.5653
-0.8402
-1.091
-0.5782
-1.1762
-1.3569
-0.3791
-0.6022
-0.3999
1.4804
-0.2564
-0.3217
-0.6497
1.7762
1.8184
-0.5559
0.3322
-0.19
-1.3731
-1.2929
-0.6145
-0.8633
-0.9555
0.4804
0.1895
-0.1778
0.8415
0.6613
1.9086
1.3472
0.6224
0.2757
-1.0125
-1.1358
-0.7239
0.9471
-0.037
1.3177
-1.6881
-0.3407
-0.9903
1.3065
0.2311
-0.376
0.0258
-0.0788
-0.9095
-0.0836
0.7962
-0.2612
0.3422
1.869
-1.2061
1.0405
0.234
0.2844
0.3569
0.7938
-0.3108
2.1164
0.859
0.0228
0.1712
-0.7957
-0.1428
1.1713
-0.6412
-0.7086
0.9179
0.132
0.6954
0.7441
0.7635
-0.0889
0.3987
-0.4077
-0.5599
0.2651
0.0292
0.2797
-1.5265
-0.7226
-1.1493
-0.1993
-0.3895
-0.4144
-0.0959
-0.1576
0.3124
0.9302
-1.0588
-1.04
0.0411
1.1531
0.2186
0.0353
0.9116
-0.0824
-0.4468
-0.0819
0.2057
0.7195
0.5005
1.9918
-0.2826
0.0973
-0.418
-0.3353
-0.1435
0.4334
0.5278
-1.7182
0.3014
0.3968
-1.1646
1.0104
0.2569
-0.2561
-0.0889
-0.5935
-0.4645
0.4856
0.9281
4.2787
0.4971
0.6522
-0.6851
-0.667
0.7716
-0.5745
0.3636
-1.0167
-0.0479
1.2661
0.8269
-0.5487
-0.4994
-1.369
-0.029
-0.4493
-1.0629
-0.2502
-0.508
0.1672
-0.0203
-0.7319
0.3891
0.1463
1.2027
-0.2246
-0.9495
0.165
-0.0748
0.1597
1.2008
3.0905
0.3238
0.3508
1.8655
0.4196
0.0905
-0.4254
0.5864
-1.4713
-0.2973
-0.6501
0.6298
-0.1558
-0.2087
-0.4709
0.3087
-0.3225
-0.4076
-0.1554
-0.3561
2.1586
-0.0506
0.0843
0.7377
-1.6154
-1.5693
-0.7547
-0.1967
-0.395
-0.0929
1.0441
-0.9184
-0.321
0.2075
1.4534
0.8872
-0.3396
0.0394
-0.3781
0.7292
0.6302
-0.4075
-0.9896
-0.5968
-0.1009
0.3704
-0.2274
-0.6268
0.3968
-1.1971
0.1787
0.1816
1.1603
1.2261
0.1335
1.7524
-0.4713
-1.084
-0.8923
0.6179
1.012
1.094
0.2492
0.4001
-1.0894
-0.3386
-1.3135
-0.7699
-0.1011
-1.9822
0.878
0.84
0.5259
0.6547
-0.6021
-0.443
-0.2008
0.6615
1.0526
-0.7709
-1.0771
1.857
-0.1283
0.5733
-0.9763
0.6129
-1.3887
2.4253
-1.2557
-0.1924
-1.6763
-1.2128
2.4121
-0.1388
0.0874
0.3474
-0.9409
1.5442
0.994
0.9783
-0.3354
-0.2957
0.7252
0.6514
0.8449
2.1912
-1.2063
0.8659
0.1752
-0.554
-0.5471
0.2285
1.2356
0.3716
0.1975
0.6532
0.657
-0.3151
1.081
0.3184
-0.9653
-0.7669
-0.8479
-0.1382
-0.9441
0.3676
1.5194
0.6603
1.4959
0.7735
-0.9983
0.0841
0.1173
-0.4191
0.4445
0.3079
0.7788
0.0789
-0.1932
-0.2296
-0.7602
0.4107
-1.0898
1.0315
-0.7141
1.3496
-1.0907
1.1157
0.9943
-2.2392
0.3091
0.8905
-0.1665
0.7996
1.2277
-0.1819
-0.4862
-0.4375
0.0696
0.806
0.5494
-0.1427
-1.4758
-0.295
0.002
1.1273
1.0667
-0.8397
1.3614
-0.3828
1.6144
-0.6424
0.6729
0.9372
0.3376
-0.0727
-0.2541
-0.703
-0.3081
-0.6037
0.1955
-0.0789
0.1359
-0.1841
-0.3163
0.0469
0.8868
0.1148
0.3123
-0.5117
-0.914
0.3511
-0.8441
-0.5994
1.6633
-0.1053
0.9156
2.8551
-0.7351
-1.1051
-0.4834
-0.3308
-0.9332
-0.3523
0.4288
-0.3099
-1.2797
0.2278
-0.4129
-0.0704
-0.6416
-0.8818
-0.4187
-0.646
-0.6805
0.3797
0.8541
1.4898
0.7997
0.2733
0.6096
1.5795
-2.0809
-0.5876
0.3268
-0.4996
0.7661
-0.9133
0.8788
-0.1828
-1.2574
1.3458
-1.1242
0.2785
0.2459
-0.0704
0.822
-0.844
-0.8
-0.6562
-0.6137
1.0846
3.0765
0.5906
1.7289
1.5655
0.2106
-1.4195
-0.6336
0.3892
-0.3789
0.894
-0.5959
1.1831
2.9376
-0.1875
-0.9276
0.1021
0.3268
-1.5686
-0.6609
-0.1261
0.2626
-1.4175
-0.1856
1.4586
-0.0583
1.8311
-0.2262
-0.6373
-0.0905
-0.2584
-0.0566
-0.7976
-0.3026
-0.6422
2.0154
0.5784
1.1127
0.0968
0.0294
-0.8525
0.5173
-1.1766
-0.2267
0.0314
0.007
-0.4772
-0.0167
-0.5311
1.4497
-1.0794
0.509
-1.0306
-0.6915
2.0726
-0.6574
1.6136
-0.6012
-0.5812
-0.7022
-0.8462
-1.3473
0.0056
-0.0581
1.7906
0.225
0.2887
-0.6764
2.6635
0.132
-0.8217
-0.6468
-0.0106
0.3666
-1.0139
0.0526
0.5153
0.2948
1.2992
-0.8504
0.2592
0.3341
0.324
-0.039
0.0706
-0.3356
-0.8673
139.166667
0
412
54.06
BREAST CONSERVING
Breast Cancer
Breast Invasive Ductal Carcinoma
High
0
LumB
1
Positve
Positive
3
NEUTRAL
Negative
Ductal/NST
1
Post
6
Right
1
5.038
IDC
Negative
1
ER+/HER2- High Prolif
19
2
Living
0.2338
0.645
1.1085
-1.4443
-2.2072
0.2231
0.8117
-1.2923
1.0464
-1.7848
2.3019
1.2262
0.0985
-0.304
0.963
2.9036
0.4225
2.8552
0.2022
-0.9546
0.0085
1.4026
-1.2733
-0.2769
2.4588
0.9873
0.7348
0.3063
0.7697
1.0416
1.0928
-0.4455
-0.8032
0.7194
0.5241
0.4656
0.1187
0.0347
-1.6299
0.9963
-0.6115
0.7822
0.5673
-0.6836
3.1446
1.0519
0.637
-0.2313
-0.8508
0.9294
-0.5985
-1.3726
-1.6159
-1.4481
1.1494
-0.5
-0.284
-0.8992
0.1111
-0.9837
-0.4697
0.6214
0.9576
-0.1101
1.1914
-0.9954
3.2568
-1.4434
0.4853
-0.5622
0.2471
0.9427
-1.1166
0.0994
0.7763
0.156
-2.8578
-0.6107
-0.9636
-1.005
-1.4458
0.9344
0.4429
0.1693
0.2323
-0.9879
0.1601
-0.161
-1.0546
-0.8988
0.0013
-0.8935
0.4337
-2.0139
1.0356
0.7424
1.5205
0.3438
-1.0114
-0.9247
-0.7237
-1.1773
0.7936
-0.348
1.0584
-1.4796
0.8059
1.737
-0.8629
0.244
0.0609
-0.04
-0.2825
-0.9821
-0.0341
0.2662
-0.7949
0.2129
-1.0561
1.0235
1.8599
1.0462
-0.5808
-0.4068
0.4124
1.3305
-0.9275
0.3601
0.5501
2.0941
-0.2583
-0.0129
-0.7702
-0.9324
-0.634
0.9191
0.1648
1.6246
-0.243
-1.437
1.0871
-0.2601
1.187
-0.4474
-0.5358
-0.6487
0.1233
-0.6516
-1.0222
-0.579
-1.0813
0.4763
-0.8034
1.1298
4.9496
-0.9098
-1.0802
0.548
-1.0537
-0.6728
-0.282
4.9505
-0.7747
-0.9163
-0.5026
-1.1349
-1.5811
-0.9201
-1.425
-0.3568
-0.1157
1.2991
3.5802
-0.4446
3.471
-0.0791
-0.0366
-1.704
-1.1817
-0.0289
0.3441
-0.5479
-0.5528
0.2154
0.6905
-0.187
-0.6449
-0.6562
0.3671
-1.3459
0.5303
-0.5569
-0.6426
-1.2485
1.4788
-0.7297
0.8004
-0.8432
-0.2616
-2.0872
-0.5127
0.7751
0.1984
1.0468
0.1899
-0.7089
-0.0701
0.4773
-0.3516
-1.0128
-0.6844
0.2249
-1.1789
-0.3898
-1.1369
1.9508
-0.4522
-0.2425
4.462
-0.6193
-0.9581
0.2657
-0.8473
0.3648
-0.2713
0.5134
0.1197
-1.5428
0.3835
1.0088
0.4437
-0.208
-0.2937
1.3474
0.9664
-0.7014
-1.2029
2.3028
-0.3171
0.9883
0.7579
0.7931
-1.123
0.095
2.0489
1.0444
-0.5662
-0.9959
-0.8313
2.2168
0.0919
-1.3074
1.4494
0.621
-0.0763
-1.9491
-0.4003
-0.2108
1.0125
-0.2668
-0.9854
-0.3733
0.7841
0.8732
-1.6489
0.2615
-0.9453
-1.2479
-0.5878
-1.6484
0.0132
1.5776
-0.7563
0.8658
-0.7938
-0.2581
-0.1845
1.0847
1.3005
0.8586
0.5862
0.5699
1.2203
-1.0262
-0.9665
-0.813
-0.5025
-1.0311
-0.7158
-0.7894
-0.5462
-0.0718
0.3883
-0.5956
1.1186
-1.0931
1.8595
1.3007
-0.625
0.9394
0.299
0.6233
0.2163
1.0222
-0.9089
-0.2364
0.1846
2.0423
0.4427
-0.2402
0.3786
-0.0966
-0.371
-0.5666
-0.4722
0.5007
1.1647
0.8473
2.7943
0.6811
-1.9656
-0.4598
0.2966
-0.7215
0.7109
-0.7332
0.1378
-1.1858
2.1029
-0.0886
-0.4069
-0.3198
-0.0942
-0.2009
0.822
1.1128
0.1544
0.6522
-0.1704
0.3806
0.4962
-0.8031
-0.0708
-0.1867
0.2257
-0.4048
-0.4643
-1.0074
-0.322
-0.5525
-0.4926
0.1939
0.405
0.6532
-0.2357
-1.8957
-0.4084
-0.5873
-0.6601
-1.3115
0.8619
-0.8297
-0.901
-0.2104
-0.1773
0.8837
0.4358
-0.1086
-0.2009
-0.6735
-0.5128
-0.3368
-0.2246
0.3298
-0.9754
1.6193
1.0727
0.0474
0.3295
-0.2909
0.1203
1.5764
0.4886
-1.5873
0.208
0.23
-0.1556
-0.069
-0.3175
1.8463
0.3943
0.9943
-1.2713
-0.6693
-1.4176
1.1148
-0.4452
-0.6274
-0.6869
0.5547
0.3747
0.0158
1.5866
0.1154
-0.0632
-0.6292
-0.6042
-1.0101
-1.157
-1.5137
-0.5114
0.3499
-0.7982
-1.1259
0.3191
-0.4013
1.21
-0.3294
-0.7599
-0.0498
-0.2759
-0.6514
-0.267
0.3901
0.3252
0.7421
-1.4301
-0.7364
-0.8927
0.2433
-0.0799
-0.9535
-0.5359
1.0611
-0.8253
-0.2158
-0.5618
-0.4587
0.2056
-0.5727
-1.0326
0.3226
0.5498
-0.7644
0.7804
-0.9358
-0.3011
0.2065
2.5641
0.2007
0.9219
-0.3697
-1.2368
0.7506
0.2002
-0.6058
0.7447
0.0701
0.8166
-0.2312
-1.2135
0.2473
-0.6498
1.2123
0.0302
0.4413
-0.5062
1.5172
-0.1787
-0.7128
-0.879
1.8783
0.4872
-0.0085
-0.4974
-0.9299
-1.1836
-2.364
-0.6957
1.1469
0.4645
0.8987
-0.5679
0.545
-0.1997
-0.012
3.5542
0.2637
-0.6412
136.166667
0
413
56.58
BREAST CONSERVING
Breast Cancer
Breast Invasive Ductal Carcinoma
High
1
LumA
1
Positve
Positive
3
NEUTRAL
Negative
Ductal/NST
1
Post
2
Left
5
6.094
IDC
Positive
1
ER+/HER2- High Prolif
47
2
Living
-0.8159
-1.0938
0.2952
1.388
0.7097
0.6653
0.5148
-0.075
0.1039
0.4991
-1.4841
1.7275
0.6124
-0.4906
0.7587
-0.7609
-0.3329
-0.2883
-0.101
0.7323
1.5614
-0.7379
0.4391
0.1001
-0.1101
-0.42
-0.098
0.4385
0.4061
1.6379
-0.1593
-0.6607
0.6208
0.146
-0.1388
0.2312
-0.291
0.2491
-0.9218
0.4019
-0.4245
0.6025
-0.1632
0.659
0.8071
-0.9369
-0.0107
0.9714
1.1989
0.8334
0.6948
0.0818
-0.4245
-0.6646
0.8081
-0.0926
0.2538
0.6547
-1.0147
0.5253
-0.8005
-0.7598
-0.9341
-1.5066
-0.1707
-0.2024
-0.3762
0.4923
-0.6447
-1.0799
0.3238
-1.1658
0.001
-0.0475
-0.4298
-0.9186
-1.2361
-0.9283
0.0484
0.5329
-0.2272
-0.4476
0.8837
0.7843
0.0387
-0.3036
-1.3589
1.364
0.2868
-0.2115
-0.2472
-1.1745
-0.2644
-0.7683
1.306
0.3696
1.3049
-1.5927
0.95
0.7388
-0.5005
0.3191
0.0767
-0.6985
-0.0512
0.5049
-0.9843
-0.6772
-0.2073
-0.6367
0.0213
-1.3176
-0.3873
0.0084
-0.679
-0.728
-0.5238
-2.8499
0.2881
0.742
-0.0009
-0.0727
0.9121
-0.1892
-0.1143
0.9563
-0.4988
1.6568
0.5218
0.1927
-0.2517
-0.7418
1.7733
-0.615
1.9786
-0.4874
-0.8173
-0.2415
-0.4976
-0.1222
0.3333
-0.8476
-0.7064
-0.9254
0.6268
-0.7653
0.9877
-0.8356
0.7157
0.1516
0.1018
0.5388
-0.415
-0.6433
-0.4166
0.5756
-0.5287
-0.2943
-0.2938
-0.7735
0.8547
0.1388
-0.9003
0.6305
-0.4417
-0.5735
-1.4907
-0.4067
0.7744
0.2294
-0.4386
-0.4854
-0.2604
-0.2711
0.021
0.789
-0.8665
-0.2471
0.8437
-0.6166
-0.0808
-0.7586
0.8556
-0.0682
-0.0773
-0.867
-0.1285
1.4614
-0.3008
-0.2806
-1.5419
-1.0166
-0.9449
-0.8867
-0.4091
0.8248
-0.9182
-0.1098
-0.1702
0.2129
-1.5589
0.9706
-0.424
-1.6257
-0.4068
3.1492
0.6474
-0.8134
0.8736
-0.8837
-0.2434
-0.3306
0.1461
-1.3503
0.2162
-1.3184
-1.1354
-0.7006
-0.9048
1.2725
-0.417
0.9202
0.8231
0.1984
0.3064
-0.1027
-0.1845
-0.3682
1.0776
-0.7348
-1.0396
-0.8452
-0.1293
-0.0422
2.0584
-1.1761
0.9111
-1.2412
0.1745
-0.8318
0.5619
-1.193
-0.4899
-0.6789
-0.2173
-1.745
-0.4224
-0.247
-0.233
0.2627
-1.0316
-1.0367
-1.1684
0.6136
-0.1077
1.0348
0.9248
-0.8321
-0.3639
0.8911
0.3088
0.0535
1.1865
-1.4917
-0.7587
-0.4623
1.2758
1.057
0.2026
-0.249
-0.8142
-0.5406
-1.5231
0.5959
-0.1975
-0.8235
2.0203
0.42
-0.2423
1.2299
1.1187
-0.5791
1.645
-0.45
0.7744
0.2501
0.3087
0.6734
-0.6112
1.2568
-0.4544
0.0627
-0.7997
-0.5825
-0.1269
-0.5783
0.4146
-0.8313
-0.8466
-0.508
-0.7788
0.9255
1.3492
1.2738
-1.1156
0.6889
0.2315
-0.2907
-0.3874
-0.05
-2.1365
0.6956
0.7653
1.0223
0.6542
0.5007
-0.5869
0.6078
0.6153
-0.0692
-0.1917
-0.4564
-0.4943
0.5321
-0.6766
-0.1896
0.5076
-0.494
0.082
-0.2241
1.8464
0.405
5.7206
0.3422
1.3845
-0.2007
1.0306
-0.4457
1.2355
0.1287
-0.167
-0.6813
0.5656
-0.0032
2.4731
-0.2683
-0.1579
-0.2057
-0.6856
1.5446
0.2195
0.2175
-0.6474
1.1109
-0.9013
0.6439
0.6491
-1.6914
0.0176
-0.4322
0.5775
-0.1699
-1.3087
0.0435
-0.2512
0.7136
-1.1373
-0.829
0.9122
-0.4643
-1.4482
0.1564
-0.2465
0.0098
0.4747
0.679
0.2055
0.4999
-0.1292
-0.6908
0.1551
-1.4696
0.0545
-0.6626
-1.3482
1.3621
-0.2276
1.5168
-0.2865
0.2845
1.329
-1.1216
-0.0562
-1.4002
-0.2858
-0.8766
-1.1478
-0.2696
-0.8119
0.2224
0.801
1.1857
0.8673
0.7234
1.0544
0.3478
-0.2328
-1.0314
-1.5957
0.5548
0.4989
0.2948
-1.2265
0.0018
0.3617
0.6244
0.3527
-0.7712
-0.6439
-0.1746
-0.3587
0.0021
-0.515
-1.4543
-1.062
-0.2094
-0.3934
-0.2978
0.8751
-1.4893
-1.1063
-0.127
-0.6647
-0.6095
0.533
-0.417
-0.6895
0.3903
-0.2781
-0.9077
-0.2265
-0.8311
-0.8622
-0.4807
-0.0653
-0.7261
-0.8649
-0.1717
0.5276
-0.2738
-0.5176
0.7519
0.7638
-1.814
-0.1773
-0.8852
-0.5973
0.654
-0.0803
-0.7712
0.3294
0.0469
-0.8106
0.0748
-0.2832
1.1505
-0.4615
1.5813
-1.3
-0.1917
0.6203
0.5473
-0.0395
0.0612
0.4744
-0.2929
0.2367
0.5065
-0.254
-0.455
-0.1656
-0.3476
0.681
-0.3848
-0.5832
-0.3594
0.2589
-0.3229
-0.8207
140.066667
0
414
72.16
BREAST CONSERVING
Breast Cancer
Breast Invasive Ductal Carcinoma
Low
0
claudin-low
1
Negative
Negative
3
LOSS
Negative
Ductal/NST
0
Post
10
Left
0
4.042
IDC
Negative
1
ER-/HER2-
21
2
Living
-0.7232
-1.042
1.863
-0.5943
-0.6853
0.6435
-1.2742
-0.0658
0.0875
-1.0079
0.0045
1.6101
-0.1025
2.2274
2.7028
0.3089
1.0864
0.3894
0.2078
-0.7552
-0.8848
3.438
-0.3575
-0.1897
1.2568
2.1734
2.1061
1.6202
2.6868
-2.1862
0.6381
-0.0508
0.4551
3.1397
-0.3397
1.3464
1.588
-0.1328
-1.9772
1.4973
1.9329
0.6577
3.0919
0.1934
1.9017
1.3901
0.4317
0.1522
1.0961
2.0358
-0.0393
1.0697
0.2029
-0.4767
0.3272
-1.1428
-0.0692
1.0305
0.1942
-1.3207
-0.0286
-0.2619
1.4884
1.2041
0.8446
1.2658
1.0718
0.8386
-0.2794
-0.7034
-0.801
-1.0933
0.6595
-0.1516
-0.6336
2.1773
-1.6819
-0.1353
-1.0808
-0.7155
-1.0957
0.5812
-1.4927
-1.4426
-0.5456
-0.1058
-0.1826
0.0869
-0.6716
2.3405
-1.3921
-0.3408
2.4199
-1.856
0.6883
0.2421
-1.0861
-1.7247
1.9747
-0.3238
-0.007
0.2794
0.8859
-0.2301
-0.6813
-0.6661
-1.047
0.5968
-1.7444
-2.1455
-1.5073
-2.0202
0.5653
-0.4835
-0.3761
-0.2902
0.1804
-0.6282
-0.7661
0.4479
1.0543
-0.3749
-1.0096
-0.7648
-1.0284
-0.0468
3.0573
0.6991
-1.6983
0.4324
2.6286
-0.1855
0.7851
-0.2903
-0.3781
0.0023
0.5711
1.216
0.5135
-0.3215
1.0835
-0.0643
1.3978
0.66
1.0531
0.3257
1.0846
0.0242
-0.1779
-0.1987
-0.5754
1.6245
0.4342
1.571
1.9743
-1.3923
-1.4851
-1.7369
-0.3626
0.4239
-1.1643
3.9833
0.0673
1.1074
0.0722
-0.7524
-0.0842
-0.597
-0.222
-0.2876
0.623
1.5987
1.663
-0.4661
-0.2448
-0.1222
0.0117
-0.2687
-0.1673
0.9062
1.0933
0.5534
0.8224
-1.268
0.7026
-0.4954
1.4207
-0.6893
-0.0583
-1.9583
-0.5552
-1.3316
0.0702
1.0405
-0.0312
2.3877
0.4088
4.2432
-0.5788
2.6567
1.1409
-0.2765
1.6148
0.152
-0.5053
-0.2452
-2.1928
2.4943
-0.4036
-0.4901
-0.317
0.4989
0.3476
0.1214
-0.8191
0.4292
-0.4517
-0.723
-0.3264
0.6558
0.6204
-0.5423
-0.2079
1.4795
0.516
0.9763
1.2128
0.8539
-1.2248
-0.9485
-1.7372
-0.2986
-1.1329
-0.2066
-1.0283
-0.3953
-0.9019
-0.8564
0.9579
0.0591
-0.5591
0.6677
-0.5793
0.3176
2.2673
-1.0576
-0.038
0.4541
-1.5423
-0.4905
-0.8092
-0.1358
0.1643
-0.5091
1.7099
0.5495
3.4052
-0.0829
0.0299
0.8371
-0.1872
0.4663
0.6406
-0.8346
1.1107
-0.9974
-1.7323
-0.7714
1.1434
-0.0955
-1.252
-1.5831
-0.4566
-0.8338
0.0183
-0.2261
-0.1068
0.4741
-1.5196
1.3196
-2.5751
0.1583
1.0363
0.386
0.3028
0.2299
-0.2929
-0.1877
-2.0505
-1.5893
1.6911
-0.1953
0.888
0.0708
0.3773
-1.283
-0.8053
0.4055
0.6082
-0.4371
0.5803
0.4259
-1.9292
1.5282
-0.6515
-0.0413
0.2559
2.2127
-0.5789
-0.7351
0.069
1.1404
0.0066
0.1054
-2.7655
-1.6508
0.8656
-1.4292
-0.5113
-0.8812
-1.414
1.3991
0.4204
0.9223
-0.1146
-0.6442
0.4564
0.5153
-0.4627
-0.4669
1.0032
-0.0817
-0.0749
-0.1563
0.5043
-0.7281
1.2726
1.0414
-0.7255
-0.7393
-1.4495
-0.0411
1.2196
0.1712
0.0513
-1.3554
4.1561
0.0725
1.9218
-1.4917
0.2634
-1.0554
-0.2393
-0.2223
-0.1396
-0.1025
1.0664
-0.0162
-0.2929
-0.3789
-1.2317
-0.5328
0.1343
0.0701
0.032
-0.3089
-1.1988
1.2278
2.9571
1.0497
-0.3659
3.6003
-0.687
-0.1987
0.2701
-1.2222
-1.1863
-1.4904
2.0112
1.354
-0.3121
-0.2422
-2.5146
-0.3806
-0.7279
-1.0554
-0.4464
-0.6039
1.469
-1.0394
0.3697
1.031
-0.2345
0.059
-0.0218
-0.1914
0.1947
-0.4188
0.7494
1.4029
-0.9655
0.7716
1.9492
-0.9929
-1.033
0.4842
2.975
-0.1724
0.634
0.8265
-0.3537
0.8094
-0.9078
-1.2079
-0.0738
-0.5957
-0.2474
0.2195
-0.66
-0.5047
-0.5045
0.1838
1.7952
-0.524
-1.6046
-0.1768
0.0194
-0.439
-1.5161
1.0877
-0.9563
-1.6076
-1.0903
1.1303
-1.6564
-0.5448
2.1573
1.1634
-2.0378
-0.8083
1.2823
0.8638
0.3662
-1.2842
-0.0261
-0.2557
-1.4003
0.2146
0.1875
-0.7646
1.3811
0.1896
1.2014
0.2038
-0.8337
-0.8385
-0.5577
-0.8019
-0.2102
-1.5791
-1.2406
-0.3997
0.1072
1.1851
-1.3557
0.1995
-0.1124
-0.9276
0.0073
-0.2494
-0.7175
0.8683
-0.7721
-1.1701
-0.4886
0.4426
-0.5047
0.8461
0.757
-0.0799
2.6594
-0.5133
0.4506
1.7128
-1.1655
-0.4665
-0.5156
-0.4607
-0.9956
76.633333
0
417
54.22
MASTECTOMY
Breast Cancer
Breast Invasive Ductal Carcinoma
Low
0
Her2
1
Positve
Positive
2
NEUTRAL
Negative
Ductal/NST
1
Post
7
Left
1
4.08
IDC
Positive
1
ER+/HER2- High Prolif
40
2
Died of Disease
-0.0083
-0.7232
-0.1895
0.4457
0.8001
1.1877
0.3493
0.0247
-0.0355
0.8536
-0.7688
-0.3315
1.13
0.0276
-0.7218
-0.0369
0.3666
2.2581
0.3805
0.1586
-0.437
0.3093
-0.2777
0.2895
-1.0231
-0.3364
0.1979
0.2405
-0.5851
0.5316
-0.2863
-1.0469
-0.5073
-0.4364
-1.6953
-0.5659
-0.6371
-0.0088
2.581
-0.3479
-0.2645
-0.1253
-0.0733
0.7632
-0.7351
-1.4548
-0.2836
0.1379
-0.9187
-0.9993
-0.9381
-0.2313
-0.76
0.743
0.6962
0.1413
-0.0614
-0.1663
1.2948
1.3783
-0.346
-0.4939
-0.0935
0.1732
-0.6732
-0.0159
0.3712
-0.8668
1.0311
0.0874
0.6541
-0.6516
0.5794
-0.5138
0.1161
-0.6876
0.1543
-0.9662
-1.5659
-0.6129
-1.01
0.4203
-0.2126
0.0905
-0.2773
0.3083
-0.661
-0.0122
0.2901
-0.7471
-0.6689
-0.7231
-0.9084
-0.0584
-0.7572
0.7589
-0.2599
0.4501
-0.2887
-1.0564
1.2288
0.6718
0.3143
-0.1021
0.7704
-0.4617
-0.9969
-0.978
-1.3456
0.9824
-0.6783
-1.863
-0.2714
-0.7626
-0.9648
0.0904
0.2572
0.9053
-1.8255
-0.4483
-0.0901
1.326
0.1393
0.3287
-0.4219
-0.9212
-0.1667
0.4623
1.6888
-0.695
-1.0698
-0.3498
-1.7161
0.9551
-0.4449
0.0493
-0.9946
-0.1038
1.6491
-1.2741
-0.0267
1.6275
-0.2756
1.0168
0.3257
0.6712
0.8945
-0.6936
-0.5757
-0.2452
-0.8691
1.4331
-0.4966
-0.5535
-0.5364
-1.1614
-0.1608
1.1325
-1.7283
-1.6559
-1.0113
-0.3304
-0.7799
0.5656
0.9022
-0.5105
-0.2734
-0.1081
0.077
0.7608
-0.5316
-1.0444
0.0349
-0.4327
-0.6183
0.1644
-1.7263
0.352
0.0733
-0.0131
0.3258
-1.7779
-0.4386
0.2187
2.1015
0.6825
-0.1722
0.5804
2.0987
-0.3481
-0.838
-0.6645
-0.5978
0.0437
-0.4318
0.4706
-0.1189
-0.7611
4.3282
1.1477
-1.2494
1.1423
-0.2599
1.0977
-0.2666
0.4582
-0.2107
0.6514
0.5857
-1.49
0.9163
-0.3201
-0.3144
-0.7392
-0.0322
0.8293
-0.3078
-0.5438
-0.2158
0.1365
2.8138
-1.0785
-0.2398
0.3553
1.1416
-0.4281
0.7549
0.4561
0.5938
0.758
-0.3567
-1.4952
-0.9777
0.4732
-0.7898
-1.3234
-0.3008
-0.429
-1.0585
-1.2613
1.0369
0.4384
0.0409
-1.3978
0.1983
-0.5486
-0.7382
1.1101
0.0319
-0.7103
-0.5738
0.6621
0.7164
1.7134
0.2424
0.7028
-0.3687
-0.5825
-0.2226
0.0609
-0.8753
-0.553
0.12
-0.2462
-0.4575
-0.6901
0.7115
-1.7792
-0.9312
-0.2211
-1.078
0.3241
-0.2202
-0.0035
-0.2157
1.3165
-0.3962
0.7033
0.1085
-0.8254
0.3505
0.3471
-0.0568
-0.6811
1.6764
0.2951
-0.9432
-0.4724
-0.6501
-0.0241
-0.7829
-1.5183
-0.5829
0.4937
-0.1322
0.3669
0.0017
0.2423
0.6411
-0.8198
-0.3004
-0.0298
1.0469
0.5877
0.996
-1.8568
2.1965
-0.7681
-0.2485
-1.1439
0.1349
0.5008
0.0118
-0.1888
-0.8181
-0.9535
-0.6067
-0.3744
-0.3368
-0.9429
0.0734
-0.2246
-1.6889
0.8119
1.2671
-1.8907
-0.111
-0.4381
-0.7685
-0.0527
0.3449
0.6181
0.0453
-0.1245
0.4381
-0.3641
0.7472
0.766
-0.2771
-1.0837
0.8724
0.6617
0.0092
-0.5026
1.155
-0.3552
1.0345
-1.0258
-0.5165
-1.7417
0.8648
1.6414
-0.8585
1.3235
-0.5019
1.5372
-0.4195
-0.5911
-0.1079
-0.538
0.0927
1.6183
-0.2982
-0.4835
-0.0128
0.9537
1.1149
2.0197
-0.3658
-0.4689
-0.4498
-0.68
0.2069
-1.0904
-0.3765
-0.2574
-0.9271
-1.2732
-1.4873
0.1476
-1.2287
0.834
-1.2278
0.6913
-0.2294
0.6098
-0.4045
-0.1918
-0.2509
1.5103
-1.6168
0.3847
0.2991
-0.6981
0.8071
-1.1962
0.5756
-0.3987
-1.601
0.4095
1.8505
4.2585
-0.1503
-0.5505
-0.0476
0.3073
-1.1183
-0.4592
-0.1075
-0.4572
0.992
0.3511
-1.0179
0.4002
-0.3748
-0.6599
-0.3112
0.1183
-1.5701
0.4927
-1.3926
0.7754
-0.5061
-0.9651
0.3034
1.0249
-0.1312
-0.146
-0.5065
0.7489
-0.7526
-0.6749
-0.5971
-0.7384
1.229
0.591
-2.3721
-0.2229
1.2136
-0.8067
-0.6455
-0.3692
0.4791
1.4056
0.3848
-0.4917
0.8159
-0.1491
-0.8264
0.282
0.67
-0.2293
0.7952
0.6759
2.9305
-0.3989
-0.2845
2.2132
-0.3339
1.7602
0.2938
1.0836
0.9845
-0.0669
-0.8306
0.2131
-0.4981
-0.2637
-0.8888
-0.0173
-0.5583
-0.3622
-0.688
0.2632
1.3599
0.4011
1.8512
0.2976
-0.5263
-0.3873
-0.2905
-0.7889
1.3576
-0.7799
0.6865
-0.5954
3.4462
2.6335
2.9004
6.266667
1
418
58.72
BREAST CONSERVING
Breast Cancer
Breast Invasive Ductal Carcinoma
Moderate
0
Her2
1
Positve
Positive
3
NEUTRAL
Negative
Ductal/NST
1
Post
9
Right
1
5.062
IDC
Negative
1
ER+/HER2- High Prolif
31
2
Living
0.9777
-0.7446
0.7352
-1.1643
0.1357
0.868
-0.0547
1.3272
0.9996
-0.6925
-0.0097
1.6465
1.6947
-0.5186
0.8869
-0.8731
-0.8603
0.2938
-0.8162
0.0194
0.2742
-0.4145
-0.5303
-0.222
0.6817
0.4708
0.6593
0.0249
1.7974
-0.0827
0.4503
-1.1871
-1.0646
-0.4799
-1.2038
-0.0492
-0.3169
-1.6112
-0.3318
0.729
-0.0761
-0.678
1.3996
-0.4916
1.8892
-0.8808
1.0319
-1.5965
-1.8372
-1.1142
-0.9705
-1.7325
-1.3713
0.2645
0.1305
-1.6006
-0.7539
1.3943
-0.3373
-0.5229
1.2299
-0.9497
0.8917
-2.6037
-0.1464
0.7585
-0.6903
1.2711
1.5447
0.8885
-0.9272
0.9026
-1.236
0.6051
-0.3767
-1.5353
-0.6581
-0.1423
-0.057
0.012
0.0383
0.6299
-0.3256
-0.6865
0.7124
-0.7003
-0.3904
-1.4371
1.4871
0.2557
0.1267
0.0237
0.6433
1.4701
-0.0588
1.5663
1.3085
0.1289
0.5342
0.5851
-0.6915
-0.8273
-1.7274
-0.5124
0.038
2.332
0.2816
-0.1296
-1.1384
0.6751
-0.807
0.9437
1.7698
-0.0867
2.4473
0.2257
1.2888
-0.0157
0.1552
-0.2793
1.3671
-1.1852
-1.3511
-0.082
0.7289
0.3014
-0.5817
-1.1174
1.9175
-0.9925
-1.1543
-0.1574
0.6512
-0.9879
-1.0891
-2.0515
0.2945
-0.4804
-2.1086
-0.629
-0.4461
-1.8705
-0.71
-0.6318
-1.1618
-0.4676
-1.1993
-0.8131
-0.1181
-0.5609
-0.6884
0.2355
-0.0914
-1.378
-0.389
-1.6315
0.0695
0.7457
0.0314
-0.9021
-0.4889
-0.6281
2.4376
0.0676
-0.7666
-0.3235
-1.1902
-1.3156
2.5606
1.4849
1.1726
-0.8256
-0.4759
-0.794
0.8408
0.0474
0.783
0.4502
-0.9854
1.488
-0.2134
-0.8472
-0.0281
-0.5339
-1.7285
-0.3619
0.0576
0.3301
-0.507
-0.971
-0.0006
-1.0292
-1.7317
-0.0192
-0.2598
-0.4322
0.7638
-0.4457
-1.5953
1.2692
-0.4224
0.8563
0.4307
0.0663
-0.2102
-0.7215
0.2781
-0.8213
-0.7682
-1.1845
1.9157
0.9944
1.7188
0.5544
-0.1125
-0.0174
-0.4406
0.8585
2.7877
0.4136
-1.1059
-0.1452
-0.3962
-1.2931
-0.2834
-0.944
-1.8163
-1.0559
-1.0714
1.1907
2.501
-0.6523
0.6779
1.4744
-0.2092
-1.171
-0.3966
0.7656
0.6098
2.5603
-0.2283
0.2076
1.3645
-1.2972
-0.1297
-1.1872
-0.9605
-0.967
-0.5689
0.0046
-0.9373
1.3471
2.5295
-1.288
-0.5105
-1.1981
-1.0637
-0.7725
-0.1152
-0.2415
-1.4419
0.7619
-0.4132
-0.8024
0.4851
-0.8507
-0.4615
-0.6974
-0.8372
-1.1184
0.4751
0.7247
0.2403
0.4743
-0.7196
-0.2927
-1.2967
-0.8104
1.2602
-0.6827
0.0881
0.6273
-0.6436
-1.5614
0.8731
-0.5272
-0.4288
0.4166
0.0548
-1.7976
-0.3373
-0.0972
0.5394
-0.9703
-0.0435
-0.4011
-0.278
-0.5142
-0.3798
0.4161
-0.8043
1.0702
0.0287
-0.7024
0.1564
4.7294
-0.6438
1.735
1.385
0.0228
0.1085
0.4327
-0.3671
-0.9236
0.0922
0.7504
-0.3925
-1.424
-0.1501
0.7442
-1.0156
-0.2527
0.115
1.6819
1.3741
0.9015
-0.1322
-0.5338
-0.5137
3.0433
2.9574
0.8645
0.3748
-0.0178
-0.2335
0.121
-0.1319
-1.3037
-0.2739
0.9164
0.9457
-0.4878
0.7562
1.5542
0.0951
-1.199
-0.9512
0.0563
-0.5718
1.9959
0.7468
1.5898
-0.2018
1.0151
-0.6969
-1.5298
-0.8092
-0.4869
-0.7602
-1.3859
2.8134
-1.0946
-0.7708
0.4487
-0.0531
-0.1866
0.0077
1.028
-0.378
2.4824
2.8109
-1.0378
-1.1766
-1.8494
-0.4208
2.2099
0.3502
1.1457
0.5585
3.8052
-0.851
0.3919
-0.3856
-1.5131
-0.8479
-1.1613
1.2087
0.6816
-1.0887
0.2375
-2.0663
-0.1741
0.3459
-0.4811
0.0331
-1.0117
-0.2663
-1.0854
-1.8246
0.9228
2.6312
1.0232
1.3689
-0.7226
1.1095
-0.9413
0.7103
-0.1753
0.8652
-0.7873
0.135
0.1073
1.2441
-0.7344
0.0246
-0.3236
0.2967
-0.7892
-1.2262
0.2454
0.3601
0.6598
0.302
-0.8552
-0.6307
-0.4126
0.6732
-1.4781
2.0936
-0.8215
-0.2777
-0.5051
-0.4285
-1.4055
0.8907
-0.6007
1.1679
-1.2423
0.2867
-0.4828
0.1125
0.585
-0.1659
-1.2555
-0.225
-0.1211
0.4354
-0.1145
3.0555
-0.4682
-0.2352
0.073
0.4092
0.9105
0.0472
-0.4954
1.4531
-0.0696
0.1716
-0.3348
0.8871
-0.7317
-1.1654
0.4835
0.0288
-0.7048
0.9725
-0.8317
-1.6791
-2.2599
-1.3576
0.8927
-0.8529
1.5142
0.4095
2.2204
0.659
-0.5066
-1.0228
-0.8666
0.1194
-0.7499
0.1755
2.5711
0.7912
-1.2329
3.3582
1.0061
1.1663
102.066667
0
419
77.92
MASTECTOMY
Breast Cancer
Breast Invasive Ductal Carcinoma
High
0
LumA
1
Positve
Positive
2
NEUTRAL
Negative
Ductal/NST
1
Post
8
Right
3
4.042
IDC
Positive
1
ER+/HER2- Low Prolif
21
2
Died of Other Causes
0.286
-0.3271
1.234
-0.104
-0.0783
0.787
0.0507
-1.6156
1.6464
0.3625
1.0603
-0.9714
0.3684
-1.4741
-0.5006
-1.5786
0.6788
0.8847
-1.1507
1.3291
-0.4794
-1.3807
0.3967
-0.0987
-1.2673
-1.2467
-0.5945
-0.1742
-1.5068
0.0828
-1.015
-0.7358
-0.4901
-0.6221
0.8371
0.3132
0.1401
-0.6997
0.4839
-0.7739
-1.2396
-0.7265
0.1912
0.7979
-1.4145
-2.0166
0.3481
0.0611
-0.1005
0.0394
0.2304
0.4364
-0.7388
1.0746
-0.038
-1.1414
-0.9046
0.0244
-1.4824
-0.5858
-1.7301
-1.4
-0.6187
0.2984
-1.1716
0.6335
-0.4439
-0.3505
-0.6521
-1.3705
0.7348
-2.0365
0.9102
-0.7782
0.7469
-0.3156
-0.3481
0.1105
-1.3154
0.8829
-1.3379
-0.9231
-0.0503
-0.9716
-0.4219
-1.644
-1.4976
-0.4082
0.061
-1.2256
0.1812
-1.3553
-0.5372
0.2868
1.5
0.3554
0.311
-0.3772
-0.0868
-1.3668
0.0843
0.2397
-0.5642
-0.2796
-0.2485
1.3859
-0.4238
0.1004
0.1807
0.3801
-0.0172
0.9046
0.9221
-0.8677
-0.5743
-0.3797
-0.0847
-1.9127
-0.1205
0.1893
-0.4681
0.2333
1.1733
0.8253
-0.5943
-0.2296
-0.666
1.5741
0.6754
0.3783
1.1867
-0.6942
0.5687
-0.4449
0.8223
0.3996
4.226
-0.8944
-0.5049
-0.3815
-1.3661
-0.9436
-0.5449
-0.5789
-0.5027
-0.7642
2.3702
0.4329
0.54
-0.3422
-0.0064
1.4995
-0.8157
-0.5205
-0.09
0.4962
-0.3317
-0.4285
-0.2994
-0.3817
-0.6732
0.5113
-0.7279
0.4149
1.4855
0.243
0.432
-0.6478
-1.0388
1.053
-0.0756
-1.1686
-0.3737
-0.967
-0.3946
0.727
-0.3413
0.2279
1.1855
-1.4331
1.2321
1.3074
0.2134
-0.5954
-0.0039
-0.0027
-0.7408
-0.2509
-1.297
-1.4248
-0.7272
0.2977
-0.1292
-0.8764
0.4484
-0.1204
1.2242
-0.7883
-0.3412
0.3439
1.5753
0.0874
0.8825
0.7252
-0.3506
-0.5038
1.7042
-0.591
1.4312
-0.9482
0.0774
2.947
-0.5285
-1.0439
1.588
0.9317
1.6645
0.5096
-0.9608
-0.1654
-1.1115
-0.0961
0.5229
-0.8484
-0.8526
0.8004
-0.3096
-0.4813
-0.7438
-0.6093
-1.2616
-0.6585
0.3822
0.4753
-0.4418
-0.994
-0.147
-0.9901
-0.3254
-0.4681
-0.1229
-0.3396
1.0165
-2.3964
-0.4362
-1.0114
-1.2475
-0.1578
-0.1813
-0.0253
-0.8873
0.3801
-0.4616
-0.8062
0.3343
-0.3903
-0.4079
-0.5386
-0.2995
1.4589
-0.8058
0.8505
-1.0238
-0.4618
-0.9344
-0.4182
0.0429
0.1315
0.4466
1.1986
-0.8865
0.6117
-0.7245
0.0539
0.3869
-0.7568
1.187
0.2735
0.6278
0.0795
0.1735
-1.0847
1.2276
0.5855
-1.2555
-1.7085
0.8626
1.0826
-0.6367
0.449
-1.0656
-0.9244
-0.1616
0.426
2.942
-2.3653
-1.1766
-0.5511
0.3679
0.3244
0.5548
0.1787
0.9522
2.8278
0.6994
-0.6281
0.8115
-0.2962
0.8699
0.0513
0.9739
0.2478
-0.4629
0.9764
-0.1626
0.2128
-0.2318
-0.6032
0.9887
-0.1451
0.1821
0.1887
-0.5694
-0.532
-0.3759
0.2818
0.0499
-0.9711
0.1198
1.742
0.9036
1.9411
-0.3216
0.6703
-0.0095
0.5338
1.2358
-0.2438
0.1047
2.2321
0.537
-0.0069
0.5861
-0.6964
3.1733
1.6123
0.7897
-1.1017
0.0746
0.076
0.4824
1.0441
-1.8374
0.3994
-1.1829
0.5296
-1.6361
-0.2966
0.8639
-1.4348
0.514
1.2023
-0.2331
0.086
0.1048
0.1085
-0.0901
1.4689
-0.6191
-0.5728
1.4838
0.1458
0.9193
-0.291
-1.0189
1.383
-0.082
-1.1286
-0.2988
-1.3756
1.3169
0.3774
1.3691
0.0119
-1.3693
0.2185
-1.3832
-0.7615
1.109
-0.0079
1.1474
-0.2511
-0.1881
-0.835
0.1453
-0.8796
-0.5097
-0.4228
-0.4525
0.5717
-1.836
0.1554
-0.2192
1.4386
-0.4362
-1.0266
0.1506
-0.8837
-0.1856
-1.0018
0.5472
-0.1778
-1.0655
-1.2304
0.3464
0.1469
0.5623
-0.8638
1.6877
-0.6154
-0.2294
2.2103
-0.2702
0.2214
-0.3682
-0.0557
-0.8494
-1.1577
0.6934
-1.1081
0.3194
-0.0223
-0.293
0.9471
1.0073
0.077
-1.2441
-0.3633
1.0248
0.5818
0.1483
0.9008
2.2433
0.2126
-0.7132
-1.1066
0.8247
-0.5389
-0.2964
-0.4402
-0.0175
-0.2443
1.593
0.2344
0.3979
0.7868
0.7423
1.1904
1.6906
-0.6136
1.3001
0.0179
-1.117
0.2457
0.6168
-0.184
-0.6562
1.0016
1.2769
-0.686
0.2533
0.4694
-0.5221
0.9798
1.2921
-1.6835
0.8138
0.2442
-0.4109
0.2757
0.1477
-0.9543
-0.4816
-1.3669
1.2809
0.8404
-0.2751
0.2698
-0.6855
104.3
1
420
34.92
BREAST CONSERVING
Breast Cancer
Breast Invasive Ductal Carcinoma
High
1
claudin-low
1
Negative
Negative
3
NEUTRAL
Negative
Ductal/NST
0
Pre
10
Left
0
4.032
IDC
Negative
1
ER-/HER2-
16
1
Living
-1.0185
0.9884
-0.4885
-0.2599
-1.4727
0.0571
-0.2694
1.246
2.4887
-0.6989
-0.1629
1.1145
-0.7485
-0.2377
0.3958
-0.0364
0.3726
0.9668
-0.1266
1.1729
0.5671
0.4899
-0.8723
1.1713
-0.7482
1.2767
0.7611
-0.0139
1.0429
0.1531
-0.1562
1.593
0.7021
-0.5977
-0.8405
0.7961
-0.5396
-0.7745
0.3648
0.4524
0.835
0.4511
-0.5437
1.093
2.5387
0.6414
1.092
0.6095
-0.4471
0.033
0.2695
-0.8401
-0.5522
-0.6294
0.1947
-0.5855
0.4831
0.7142
0.0988
-0.6124
-0.8236
-0.474
0.8482
0.2167
-0.1315
1.8376
2.9105
1.4603
0.2981
0.2206
-1.064
0.0581
1.1708
-0.2324
0.0995
0.0146
-0.4783
-0.0893
1.4373
0.9038
0.3673
0.3149
2.0038
-1.2778
0.9716
2.2115
-1.088
0.5421
0.3569
1.2768
-0.6479
0.3855
0.4516
0.968
0.8242
1.1582
-1.3634
-1.8764
1.6484
-0.2945
1.0067
0.0834
0.4603
-0.5138
0.0586
-0.2809
0.0743
-0.0036
0.3873
-0.7179
1.2878
0.4209
-0.0777
0.8769
-0.7628
-1.2043
-0.4196
0.2348
-0.9711
0.5414
1.0068
-0.2246
-1.7978
0.1923
-0.1511
-0.1681
0.478
0.0241
0.037
0.8437
5.1275
1.4433
0.8016
-0.9682
0.8297
-0.3946
0.7293
-0.4612
-1.624
-0.0786
-0.1024
-0.5816
1.2791
0.4844
1.2679
1.8532
0.3863
-0.3129
1.2019
-0.8148
-0.3476
-0.6011
0.978
-0.1542
-0.2337
0.9194
-1.1174
-2.0295
-0.4013
-0.8788
1.189
0.0476
2.6055
2.3303
-0.3962
0.1548
0.0759
-0.4404
-1.5446
0.0605
0.5438
-0.1689
-0.0803
-0.6421
0.4118
-0.4457
-1.5396
-0.142
0.7986
-0.2661
1.9509
2.0358
-0.0458
-0.3972
2.22
0.0992
-0.8787
-0.6045
-0.6038
-2.196
0.4215
-0.1038
0.1182
0.7282
2.7493
1.0197
-0.1158
-0.271
0.611
-0.5292
-0.5615
0.397
-0.0827
-0.6654
-0.3658
-0.7533
0.9806
-0.4707
0.9403
0.4918
-0.0341
0.3388
-0.3564
-0.5069
0.6985
-0.0946
0.3689
0.0709
-0.994
-0.4369
0.1489
0.6361
-1.2677
1.6173
1.6422
-0.2078
-1.5095
-0.7136
0.7059
0.9661
0.844
0.5258
1.1567
0.0833
-0.8102
-0.4969
-1.0669
-1.7793
0.9522
-0.2001
-1.1084
0.1786
-0.2611
0.1688
0.3974
0.0109
-0.6128
0.9537
1.1822
-1.0727
-0.2679
0.4884
-0.1362
-0.7367
0.4283
0.8462
-2.0891
-0.5257
3.4606
0.2296
-0.5039
0.8438
2.9335
-0.8635
-0.5538
-0.3574
-0.675
-0.0677
0.5904
-0.4636
-2.418
-1.4058
0.8206
1.1263
0.8932
-0.2144
-0.2982
0.8598
-0.3443
0.6591
-2.4551
-1.6611
1.0723
1.5295
-1.0575
-0.4644
1.9929
0.3469
0.4928
-0.0979
-1.5058
-0.4223
1.2094
0.1272
0.945
-0.1647
-0.4798
-0.618
0.003
1.0227
5.1804
0.2115
-1.638
0.0189
-2.6066
-0.8414
0.0063
-0.4584
0.9605
0.3843
0.8331
0.2393
-0.7823
-0.6569
-0.2355
0.402
0.2585
0.1613
-0.9702
-1.3959
-0.3927
0.2006
0.0585
-0.3627
-0.9579
-0.9684
0.0241
-0.0596
-1.8575
-1.7319
-1.1727
1.3965
2.0536
1.0689
-0.0086
-0.64
-0.2069
-0.3894
0.0701
-1.7442
0.0644
1.2621
1.6283
0.015
-0.7238
-0.4628
2.6817
1.7228
0.0464
0.0066
-0.319
0.7192
0.3557
-0.1619
-0.1637
-0.8431
-0.4027
0.0646
-0.4652
1.2172
-1.042
-1.0492
-0.4908
-0.123
-0.4144
0.9932
-0.7908
-0.5587
-2.0186
2.2327
-0.1689
2.7304
-0.9759
-1.0681
1.0435
-1.4712
-0.6057
-0.682
1.8733
0.3387
0.7169
-1.8637
0.7166
-0.4018
-0.6165
0.14
-0.4868
-0.6795
0.8784
0.3344
0.8996
-0.3509
2.2106
0.0767
0.9124
1.106
-1.7475
-0.1663
0.6295
0.0444
-0.196
0.7227
1.6459
0.7221
1.4559
0.7612
0.6489
-0.7472
1.1651
-1.0678
-0.9172
-0.4057
0.5134
-1.2841
1.1226
1.3825
-1.1985
0.2451
0.623
0.4733
-0.6614
-0.1276
3.3344
-0.4718
-0.0872
-0.7896
-0.8696
0.0836
1.2867
1.8441
3.7397
2.8636
4.1936
2.7878
-1.7791
0.2096
0.393
0.8981
-1.4115
-0.0431
3.5094
-0.0945
0.5374
-1.3842
-0.5761
-0.1455
0.4974
0.7747
0.2367
-0.9101
0.339
0.8043
0.3697
-0.283
2.971
0.2721
-1.1124
-1.3105
2.1228
-0.9817
1.2474
0.4068
-0.8757
-0.2482
-0.0758
0.5955
-0.5869
-1.0582
-0.2372
0.29
1.4481
-0.628
-0.7984
-0.7033
-0.4042
-0.7016
0.4101
1.4708
1.2976
-0.561
-0.568
-0.8618
-0.2439
0.625
-0.3093
-1.5811
-0.4953
-0.5101
-0.0125
76.733333
0
421
73.53
MASTECTOMY
Breast Cancer
Breast Invasive Ductal Carcinoma
Low
0
Her2
1
Positve
Positive
3
GAIN
Positive
Ductal/NST
1
Post
5
Left
0
4.048
IDC
Positive
0
HER2+
24
2
Died of Other Causes
-0.4151
1.1772
0.3075
-0.3307
-0.163
-0.6637
0.3455
0.032
-0.1772
0.8558
-1.3271
-0.6814
0.2621
-0.0748
0.8147
-0.6435
-0.72
-0.8233
-0.7443
1.318
1.8973
-0.1745
0.0694
-0.2517
0.7447
0.1297
0.0616
-0.5304
0.1825
0.887
-0.1876
0.1874
0.3465
0.0024
-0.2017
0.579
3.268
-0.7683
-0.8229
-0.358
-0.6123
0.1357
-0.1697
-0.006
0.8956
0.276
-1.6067
0.1158
-0.8111
-0.9731
-0.2912
1.1524
-0.9363
0.0417
-0.3963
-0.2399
1.0805
0.8606
0.0822
-0.0666
-0.4418
-1.2457
-1.3406
0.3162
-1.1593
0.6178
-0.3742
-0.0894
-0.9507
-0.8121
-0.2573
-1.2466
-0.6755
0.4939
-1.4634
-0.5753
-1.8751
-0.8749
-0.2264
0.2006
-1.5383
-1.075
0.4671
0.9997
-0.2818
-0.1809
-0.1318
-0.1455
0.9306
-0.2955
0.2626
-0.0435
-1.0334
0.2637
0.2186
0.893
-0.604
-0.3199
0.1977
0.1547
0.5589
-0.5347
-1.004
-0.6512
-0.2969
1.1717
-1.0619
0.2956
-0.5464
-0.4024
-0.6626
0.626
-0.6091
-0.8476
0.2589
-0.303
0.4143
-0.2744
0.2858
-0.5623
0.7462
-0.2485
-1.4225
-0.7461
0.1822
-1.4908
-0.7369
-0.927
0.1307
-0.0789
-0.3677
1.8879
0.5468
0.5258
-0.6343
-1.3918
-1.699
0.5613
-0.9025
1.1322
-0.3745
-1.2997
0.118
0.2164
0.5614
1.6199
0.7119
1.6135
0.3
-0.2568
0.337
-0.0365
0.0086
0.1433
1.0037
-0.5812
1.9894
0.2066
0.3494
-0.5762
2.2251
1.2563
3.2061
0.5308
-0.0836
1.2743
-0.2354
-0.1967
1.7542
0.3752
0.953
-1.0009
0.0675
-0.7676
-0.3801
-1.0197
0.6961
1.1661
1.0943
0.3306
0.762
-0.157
-1.0704
0.5359
1.1467
-0.6462
0.5811
-0.4694
-0.7909
-0.8514
-0.545
0.727
0.2501
-0.4008
0.7193
1.066
-0.5432
-0.5248
0.7979
0.3854
-0.7215
0.7541
0.1545
-0.7391
-1.2109
-0.7481
1.4742
-0.7527
3.9122
2.0299
-0.0306
-0.4967
0.1303
1.3033
0.9507
0.3885
1.0266
-0.1901
-0.5214
-0.5488
0.6164
0.697
-1.4399
-1.066
0.6763
-1.3255
-1.4374
-0.7465
0.2259
-0.0751
0.1745
-0.3523
0.6823
0.0913
0.8739
-1.0612
-0.811
-0.429
0.6495
0.4944
-0.584
0.3047
0.264
0.2605
-0.1158
-1.2469
-1.3053
-0.8883
-0.1497
0.3737
1.4287
-0.5897
0.3237
0.456
0.336
-0.6621
0.4065
-0.8236
0.0046
1.28
0.4649
-1.0015
-0.0738
-1.379
0.3364
-0.5919
-0.7281
2.6817
0.1792
-0.595
-1.2633
-0.9975
2.417
0.9197
-0.2218
-0.1357
-0.7071
-0.9123
-1.7213
0.5641
0.1637
-0.7855
0.1714
0.2441
-0.5489
0.1737
2.6425
-0.9251
0.7621
-0.0111
-1.5235
0.8455
0.1171
-0.793
-1.2311
-0.2483
-0.6971
0.786
-1.0734
2.9496
-0.8209
1.0186
-0.0029
-1.2557
-2.2303
2.1849
0.1647
-0.4762
0.8701
-0.4562
-0.6635
-0.4965
0.2485
-0.5723
-0.219
2.3105
1.6662
0.8122
0.1205
0.4042
-0.6511
-0.1237
0.257
0.0686
0.8871
0.2077
-0.5465
0.2834
-1.425
-0.6733
2.4013
1.6864
-0.1653
1.006
0.0824
1.2705
3.1639
-0.31
-0.3338
-0.7141
1.0664
-0.0159
0.3013
0.3716
-0.7399
0.2561
-0.9267
0.8867
-0.5596
0.3339
0.511
0.3601
1.482
-1.2265
-0.7666
0.3018
-1.2129
0.2142
0.1165
0.0245
-0.3766
-0.1613
-0.9882
0.5845
0.3355
-0.9436
-0.8589
-0.3429
-0.0704
1.4728
1.0556
0.9919
0.2411
-0.4175
-1.4419
-0.3762
-0.5951
-0.0367
0.1638
-0.6727
0.6308
0.1723
1.3264
-0.2045
-0.868
-0.4993
0.236
-0.6111
1.8021
-1.0993
-0.9771
-0.1283
0.6152
-1.1592
-0.0002
-0.4397
-0.5692
0.753
1.0433
-0.2101
0.6573
1.2475
0.2763
2.8796
-0.5857
-0.8191
-0.5071
-0.2355
-0.9129
1.1648
0.1963
-1.1586
-0.6783
0.3314
0.7148
1.5703
-0.2051
-0.3507
-0.2373
0.3094
0.7086
0.2074
0.588
-0.2475
-0.1509
1.0873
0.4562
-0.3384
1.2741
-0.1638
-0.9922
-0.8372
-0.7408
1.1521
-0.6305
-0.1564
0.8121
-0.1897
0.3464
-0.5477
2.0176
-1.4602
1.1282
-0.2714
-0.2014
-0.6407
-0.2986
-0.2508
0.2973
-0.4658
-0.1874
0.4921
0.3948
1.4519
-0.3371
0.9545
-0.5211
-0.6516
2.2142
-0.4176
1.5466
0.2431
1.2887
-0.4536
-0.1085
-0.7056
-0.0629
-0.5737
-1.0476
-1.5227
1.0497
1.7851
-0.6261
-0.8217
-0.2452
-0.1795
-0.2571
-0.0797
-0.234
0.4024
0.5194
-0.615
0.5664
0.55
-0.2847
-0.5468
-0.1542
0.1619
0.4751
93
1
422
66.72
BREAST CONSERVING
Breast Cancer
Breast Invasive Ductal Carcinoma
High
0
LumA
1
Positve
Positive
2
NEUTRAL
Negative
Ductal/NST
1
Post
8
Right
7
5.032
IDC
Positive
1
ER+/HER2- Low Prolif
16
2
Died of Other Causes
-1.3114
1.1295
1.2758
-1.1331
0.4803
-0.6918
1.5216
-0.7308
-1.2736
-1.6005
1.1915
-0.3378
1.2695
-0.361
-0.59
1.294
-1.3143
0.0276
0.3366
-0.6506
0.6048
-0.7432
0.3467
0.2421
-0.8425
-0.9434
-0.2124
-0.0945
0.0134
-0.2492
0.6574
0.6858
-0.3998
-1.3336
-1.3926
-0.4423
1.5988
-1.2735
-0.9842
-0.6882
-0.8119
0.6241
-0.1383
1.2693
0.3995
-0.3706
-1.073
0.5537
0.9373
-0.8821
-0.9391
0.2724
0.2682
0.3325
1.2874
0.3472
-0.0492
0.516
-0.7535
0.5759
0.8779
-2.2061
-1.8644
1.1907
0.2014
-0.0828
2.3262
0.7376
0.9037
-0.582
0.1145
-0.6166
0.0697
-0.7075
-1.2798
-0.6852
-0.1038
0.0539
0.0236
0.6532
-0.5611
-1.3461
-0.0386
0.9265
0.4648
0.2472
-1.3601
-0.9081
0.3418
-0.7705
-0.688
-0.4318
0.2921
0.3966
0.8434
2.1134
0.7726
0.6017
0.5316
-0.2975
-0.4913
0.6987
-1.7416
0.7051
-1.1952
0.7607
0.0336
-0.5958
-0.8677
0.3053
0.7381
-1.8683
0.9338
0.4384
1.706
-0.6662
-0.9716
-1.693
0.4844
0.1246
-0.0031
-0.3103
0.316
2.1695
-0.6922
0.1864
-0.2261
0.6701
1.4648
-0.2962
0.2289
-0.4396
-0.4584
1.1055
0.217
0.9717
1.278
-0.7591
-0.6045
-0.3156
0.4154
0.1138
-0.1024
0.2211
-0.3446
0.1302
-0.393
-0.7449
-0.7438
-0.4766
-0.6738
-0.174
-0.3023
-0.9506
-0.6765
-1.1399
-0.3536
0.065
-0.2651
-0.7171
0.4951
-0.0181
-0.0539
0.4195
1.0472
-0.5483
-0.7679
-0.4076
1.4871
-0.1828
-0.8234
-0.8734
-0.5743
-0.6335
-0.3671
-0.6657
-0.5721
0.3226
0.5833
-0.5871
0.968
-0.8705
0.1736
-0.5477
-0.6783
-0.8915
-0.0823
0.6438
0.1774
0.0838
-1.3215
-0.0214
-0.0512
0.3233
-1.0892
0.0183
0.6009
-0.0594
-0.3837
0.5603
-1.2903
1.3668
-1.5019
1.4672
-0.6207
-0.5491
0.4738
-0.5324
0.7362
0.0627
-0.8589
0.2451
-1.7189
-0.2465
0.0489
1.3206
0.8487
-0.3706
-0.7363
0.1832
0.2086
-0.59
0.1541
0.3407
0.2007
0.1963
0.8613
-0.7558
0.4923
-0.7703
-0.668
-1.0903
0.412
1.3674
-0.8978
-1.9669
1.0715
-0.2709
-0.2972
-1.7912
0.3901
-0.9237
-1.6738
-0.4692
-0.009
0.2099
-1.1159
-0.0121
0.9411
-1.0346
-1.0124
-0.361
-0.3905
1.2919
0.8279
-1.2519
-0.2288
-0.125
0.2006
0.236
0.7486
-0.2618
-0.5828
0.9211
-1.8591
0.716
0.8664
-1.7849
-0.3014
0.3839
-2.3285
0.0391
-1.1806
-0.8666
0.0694
-0.0811
-0.2141
-0.3688
-1.1759
0.0499
0.1
-0.235
-0.4946
-0.3216
-0.5102
0.5478
0.7082
-0.621
0.3344
0.7373
0.6126
0.9288
0.2109
-0.5702
0.0543
-1.4083
-0.2352
0.146
-0.161
-0.0855
-0.7362
0.5784
0.7261
-0.2881
0.1405
-1.0907
0.0558
0.2425
-0.2258
-0.1576
-1.3456
-0.9694
0.1306
-0.0797
-0.5185
-0.0529
-1.3022
-0.9243
1.159
-0.9533
0.3732
-0.8607
-1.4465
-0.8504
-1.0991
-1.2652
0.2293
-0.8923
-1.2619
-0.3111
2.0562
-0.5542
-0.0989
0.785
0.6945
1.1463
0.386
0.2297
0.5374
-1.0722
2.5433
-0.8212
-0.0063
-0.6252
1.8935
0.0339
-0.2035
-1.0359
0.7704
-0.7699
-0.2113
-0.8497
-0.9991
-0.0875
-1.5016
0.9558
0.0017
-0.2526
0.9225
1.872
0.397
0.1145
-0.309
-0.0284
0.1571
1.1698
-0.6258
-0.1917
0.3909
-0.1722
-2.6133
-0.6941
-0.965
-1.2988
0.484
-1.0625
-0.1737
-0.8932
-0.3209
-0.2044
-1.0695
-2.1227
-0.8034
-0.6877
-1.371
0.452
-0.0016
-0.1636
-0.1246
-0.6058
-0.0998
-0.5992
-0.1945
-1.3462
0.7976
-0.7699
-0.0077
-0.0551
-0.3746
0.7506
-0.1581
0.7471
0.6674
1.0103
-0.1785
-0.6821
-0.514
0.035
-0.7101
-0.7576
0.7223
0.2356
2.455
-0.5834
-1.1045
-1.0931
0.4541
-1.2218
-1.2714
-0.9321
1.736
1.2205
-0.4985
-2.4758
-1.0845
0.832
0.6099
-0.4267
-0.931
0.5365
-0.256
0.0201
-0.2876
1.2605
0.4433
-0.864
-0.987
0.8874
0.0916
-0.8059
1.2532
1.0556
0.9844
0.1265
-0.7149
-0.2372
0.4565
-0.1173
-0.6208
-1.0308
1.7709
0.6391
-1.4665
0.2697
-0.1928
-0.525
0.5496
2.014
-0.3924
-0.5754
0.3336
0.5056
0.8532
0.4471
-0.2478
-0.1246
-0.7794
0.4704
1.1209
-1.9141
-0.4517
1.1625
-0.3947
0.4164
0.1065
-0.6417
-0.0017
0.8618
-0.7006
-0.8813
-0.1368
-1.3106
2.652
-0.7378
-0.9193
-0.5849
2.7722
1.8514
2.9979
33.8
1
424
44.02
MASTECTOMY
Breast Cancer
Breast Invasive Ductal Carcinoma
Moderate
1
claudin-low
1
Negative
Negative
3
NEUTRAL
Negative
Medullary
0
Pre
4ER-
Left
22
6.12
IDC
Negative
1
ER-/HER2-
60
3
Died of Disease
-0.9028
0.6558
-0.7071
1.3668
-1.3311
-1.045
-1.7587
-0.0049
1.6304
-1.0655
-1.6932
-2.2706
0.0346
0.6197
-0.4919
-0.3542
-0.6973
-0.3937
-0.7123
0.187
2.0991
-1.3796
0.0463
-0.2752
-1.8451
-1.5961
-0.13
-1.9268
-0.7529
-1.5228
1.1353
0.6063
1.8799
0.7214
-0.1664
0.514
4.2919
0.1989
-0.9198
-1.5879
-0.6651
0.2612
-1.4191
-1.3803
-0.1863
-0.1646
-1.0908
1.0597
1.6938
-0.5655
0.7265
0.4725
1.2866
0.2814
3.0752
-0.108
-0.0142
0.8502
0.1193
0.2214
-2.9047
1.8027
0.1852
-1.8433
-0.1818
0.2583
0.472
-0.0206
0.6724
-0.4111
-0.631
0.552
-1.7738
-0.5783
-1.27
-0.4633
-2.444
-0.4996
-1.5123
-0.0195
0.117
-1.0149
-0.5048
-1.4438
-0.9226
1.11
-0.7868
-1.0597
-1.3078
0.6127
0.4861
-0.7601
-0.9956
-0.0427
1.0643
0.3228
-0.2785
-1.4906
1.1718
-0.2505
0.8738
1.0443
-0.8475
-0.3481
-1.2759
0.4089
-0.4795
-0.2316
2.0504
-1.408
4.3278
1.5074
-0.7136
2.0108
-1.0963
-0.624
-0.1933
1.4941
0.7716
-0.4014
-1.7967
0.542
-1.1894
-0.5793
0.0816
2.0836
3.2811
0.2581
-0.4296
0.4552
1.6392
-0.4494
1.4245
-0.631
0.0606
-0.8546
-0.8616
0.4407
-0.8462
-0.6707
1.2476
-1.1796
-1.0083
-0.1506
1.5901
0.5846
0.051
2.3773
2.0379
0.4956
-0.2492
0.6819
0.2876
1.1185
-0.0811
1.036
-1.8649
-3.7284
2.2863
4.5138
-1.0142
0.2641
0.575
3.91
0.5822
2.4239
-0.0388
1.5996
0.675
-1.0871
1.8845
0.41
-0.9587
2.1917
-1.5822
0.3212
0.3293
0.092
1.3043
0.2465
0.6189
0.1325
0.848
-0.1676
0.1078
-1.0256
-0.1972
-0.549
-0.3148
-1.0108
0.6749
0.7315
1.1449
1.3993
0.5771
0.4185
-0.3471
-0.1389
2.1262
0.416
-0.5406
0.1043
-0.867
-1.0063
-0.5834
-0.9103
-1.1043
-0.1824
0.1336
1.5592
-0.71
1.1812
-0.9666
1.2085
4.811
-0.6985
-0.5052
-0.333
-1.219
0.9088
3.8875
2.4162
-0.409
-0.2107
0.8141
-2.9442
-0.6361
-0.8892
-2.7886
0.207
-1.3424
1.7579
1.5016
-0.154
0.4729
0.4914
1.4663
-0.4181
1.215
-0.5573
-3.7279
-1.0269
-0.8598
0.4869
0.2888
-0.7466
0.2577
-0.5499
0.7741
-0.2827
-0.1025
-1.6035
-0.6994
0.5535
1.0007
-0.3016
1.0779
-0.1773
1.1059
0.2602
-0.0032
-0.6364
-0.8351
-0.0028
0.7697
-0.5911
1.2188
-0.9529
1.6767
1.138
0.5951
-1.5212
-0.8269
2.5553
-0.8742
-0.2613
-0.3306
-0.6189
-0.1273
0.533
-2.242
-1.2889
0.514
-1.2703
-0.5145
0.42
2.0193
0.225
-0.0919
-1.2448
0.9298
-0.1088
-1.3917
-1.6903
1.2135
0.6202
-0.3979
-0.137
0.8378
0.8945
-0.7347
-0.3258
-1.2234
0.0394
-2.3202
0.0266
0.3595
-2.2867
3.0749
1.7823
-1.4519
-0.7016
-1.2556
0.0621
-0.1002
1.8139
-2.5848
2.4129
0.9236
-0.587
0.7673
-0.4802
-0.4315
-0.6688
-0.7578
-0.8323
1.1434
0.0242
-0.0839
-0.2584
-0.361
0.8227
-0.723
1.3015
-0.9552
-0.8311
-1.266
-0.0987
-0.3577
-0.4326
0.17
1.3442
-0.9804
-1.7318
-0.3844
1.5278
-0.2581
-0.3202
-0.388
2.7324
0.0692
-0.0525
-0.0616
-0.9331
-0.6735
-0.4975
1.3733
0.0499
0.9018
-0.1891
0.1161
-1.1454
1.531
1.5173
0.0115
-1.517
-0.5476
-1.9418
-0.3907
0.3818
1.1312
-1.3562
-0.1007
1.8383
-0.2814
-1.2612
0.9272
2.9777
1.6175
-1.664
1.9222
0.1808
0.5863
0.9343
0.4945
-1.215
-0.7233
-0.0711
-0.8203
-2.7977
0.1616
0.5726
1.3591
0.4009
0.968
0.6444
-0.5326
0.6462
0.2127
-1.8349
-0.497
-0.9118
-0.1094
3.1572
-1.5347
-0.2736
0.4211
1.409
-1.1949
-1.8302
-1.0987
-1.4377
-0.4628
-0.8528
-0.1371
2.696
-0.1907
0.2994
-0.3413
-0.9383
-0.8085
-0.7232
-0.5024
-0.4138
-0.7552
-0.0572
1.4498
1.5142
0.892
0.6369
1.4403
1.8766
2.2438
2.3245
-1.2964
1.5471
-0.4975
4.5368
0.422
1.3893
-1.1929
0.7251
1.5914
-1.1959
1.6038
4.1583
20.395
-0.1502
-0.9761
-0.0939
-0.6722
1.8574
-0.0614
0.1689
2.1233
-0.3999
-0.425
-0.3579
-0.1576
-0.2953
-0.2274
0.662
0.5324
-0.3283
1.414
-0.5792
-0.317
-0.4029
-0.6226
-0.4172
3.2492
0.0863
2.8614
-2.2271
0.9321
-1.3075
-1.211
-1.1957
1.9007
-0.5125
-0.4441
-1.4137
0.1201
-0.4922
-1.4377
-1.8705
-0.2502
-0.6621
-0.4933
9.833333
1
425
83.17
MASTECTOMY
Breast Cancer
Breast Invasive Ductal Carcinoma
High
0
LumA
1
Positve
Positive
2
NEUTRAL
Negative
Ductal/NST
1
Post
3
Left
6
5.044
IDC
Positive
1
ER+/HER2- Low Prolif
22
2
Died of Other Causes
0.0416
0.4338
0.7533
-0.5294
0.3741
0.5449
-0.0219
-0.8373
0.1314
-0.515
-2.0483
-2.1387
0.9455
-0.8368
-0.0726
0.1374
-0.7612
-0.358
-0.4147
-0.0808
1.2073
-0.2179
1.8356
-0.2855
-0.2443
-0.2139
-0.5289
-0.4523
-0.5641
0.1854
-0.777
0.0164
-0.1968
-0.2282
0.7257
-0.3464
0.5854
0.6692
-0.287
-0.8495
-0.2127
-0.6065
-0.9179
-0.1645
-0.4963
-0.8221
-0.8885
0.6612
-0.9034
-1.0463
-0.5506
1.2231
0.4874
-1.071
-0.2229
0.1088
0.8648
-0.0512
0.2525
0.9389
0.089
0.4993
0.1143
0.276
-0.8302
0.7615
-0.5918
-0.6913
0.009
0.3442
-0.3413
2.559
-1.1875
-0.6087
-0.1718
-0.6531
1.0456
-0.1223
0.0526
0.6941
-0.5811
-0.5641
0.0121
0.8606
-0.8194
-0.1066
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-0.971
1.052
0.0047
2.0475
-0.6304
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0.1609
-1.2168
1.3881
0.0857
0.3377
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-0.7085
0.6051
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0.091
-0.4599
0.5452
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1.6036
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-0.875
0.2481
-1.0257
0.4969
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0.8238
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1.3106
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1.2644
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0.643
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0.7876
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0.3455
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0.4643
0.4697
0.8177
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0.2309
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1.3168
0.3952
1.2055
0.6649
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0.6995
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0.975
0.5724
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0.5552
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0.8483
1.0438
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0.0517
3.4301
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1.3595
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2.3064
1.8179
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0.9897
1.3979
1.1089
0.446
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1.2189
1.0547
1.2478
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0.3749
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0.8068
0.1139
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0.9113
0.6403
1.1442
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0.3913
0.4148
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1.3004
0.128
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0.4978
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1.1248
1.0745
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-1.6274
0.0628
0.139
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0.5574
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0.4159
0.613
1.3116
-0.3936
0.9749
1.2251
0.8363
1.1658
-0.3852
0.5474
-0.2017
0.0523
-0.8084
0.2815
0.2712
1.4576
1.1819
0.1804
-1.0215
-0.6909
0.9977
-0.4764
-1.7892
0.4802
-1.1499
-1.1908
0.3467
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3.7251
-0.1355
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0.5779
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1.1605
0.7935
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0.0735
0.2946
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0.2646
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0.5388
0.4846
0.4845
0.3596
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-0.8493
0.1536
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2.4083
0.1829
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1.8113
0.5599
0.8141
-0.7167
0.7137
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0.0572
0.6721
1.5048
-0.3378
-0.0928
0.1516
0.8954
-0.2883
-0.3974
0.184
-0.6349
0.1669
-0.3321
-0.5782
-0.9386
-0.509
-0.1637
-0.0304
-0.6016
0.1048
0.1135
-0.5384
-0.046
0.0953
-0.0782
-0.0633
-0.2265
-0.7154
0.0962
-1.2961
-0.5871
2.4511
0.5589
-0.815
-1.2953
0.0964
0.1475
0.4546
-0.5493
0.1219
0.4126
0.2086
1.3755
-0.2551
1.9226
0.2818
0.7179
-0.4928
-0.3475
-0.341
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0.0421
-1.7154
0.1776
0.7711
0.1399
0.1883
-0.3912
-0.7371
-0.3482
0.6823
-0.8999
0.137
-0.2807
2.1287
1.9781
-0.3228
0.4158
0.0914
0.6596
-0.8865
-0.7006
-0.6377
-0.7078
-0.4921
-1.2028
-0.4925
2.7838
1.4684
-0.8849
-0.6822
0.0849
0.3438
0.7009
-0.7287
-0.1156
-0.8206
-0.2038
1.2648
0.6174
1.4793
-0.8606
-0.1365
0.7588
0.2177
-1.1629
-0.2945
-0.9505
-0.3892
-0.5778
1.3256
0.0525
0.5626
-0.3881
-0.0329
0.291
1.0304
-0.7451
1.2451
-0.344
-0.7263
-0.1031
-0.5858
0.2001
-0.3154
-1.2992
-0.3811
-0.7047
-0.508
0.7959
1.9993
0.9309
0.708
1.3138
-1.6966
0.0152
-0.7316
-1.001
0.6973
-1.3595
0.1282
-0.2125
1.3685
0.5465
-0.6472
-0.5358
-0.2681
0.3391
-0.5457
-1.3855
0.4483
-0.8643
-0.0234
1.0603
-0.2747
0.8033
-0.9445
-1.2422
-0.3505
0.677
-0.7374
24.4
1
426
50.48
MASTECTOMY
Breast Cancer
Breast Invasive Ductal Carcinoma
Moderate
1
Normal
1
Positve
Positive
2
NEUTRAL
Negative
Ductal/NST
1
Post
3
Right
2
4.084
IDC
Positive
1
ER+/HER2- Low Prolif
42
2
Living
-0.447
-0.1593
0.4476
1.2364
0.2656
-0.0551
0.0604
0.8853
-0.3133
-0.7616
0.0438
0.7386
0.9371
0.2704
0.8205
0.7563
1.5612
0.2588
0.2684
-0.7174
1.0528
-0.7324
-1.218
0.3667
0.2119
0.3865
-0.5708
-0.3286
-1.0498
-0.7104
0.395
-0.2597
1.3339
0.2665
1.2436
1.0628
0.4658
0.4321
-1.4938
-0.8688
-0.3648
-0.7935
0.0315
0.0794
0.0722
-1.2512
-1.1635
1.0326
1.1592
-1.1786
-1.1743
0.7582
1.4069
0.7831
-0.5011
0.4499
0.5553
-0.3059
-0.2422
-0.3174
-0.6928
0.4982
-0.8512
1.0218
-0.7436
0.6244
0.0783
2.1801
0.6793
-1.4548
-0.5659
-0.3868
0.4733
-0.2838
-0.7287
1.166
0.899
-0.7221
0.3511
-0.1365
0.2684
-0.2019
-0.6197
-0.9109
-1.6877
-0.2436
-0.7782
-1.029
-1.1039
-1.3111
-0.4889
-0.4632
-0.5007
-0.2928
0.7734
0.5769
0.0746
0.563
0.2556
-0.7636
-1.6768
0.222
-0.9838
0.3134
-0.3154
-0.85
1.1012
0.2379
1.5129
-1.5306
0.7505
1.7783
0.2136
-0.5652
-0.5163
-0.8869
-0.4876
-1.0353
1.007
0.1115
-0.7708
-0.2327
-0.6105
-0.8112
0.123
-0.4684
0.1693
1.067
-0.212
0.6104
0.9335
-0.1974
0.7567
-0.7977
2.34
-0.4941
1.3157
-0.853
1.5937
1.0228
0.5849
1.0719
0.3938
-0.8477
-0.4047
-0.351
0.1089
-1.32
-0.1104
1.3515
-0.6543
2.02
0.3395
1.1168
-1.5404
-0.2971
-0.4957
-0.8787
-1.5055
1.7332
1.7576
0.5445
0.7381
0.6219
0.3367
0.2016
-0.5175
-0.2521
1.84
-0.7651
1.8186
-0.4234
0.042
2.0935
-0.2756
0.3618
0.5885
-2.0159
1.7174
-0.0658
2.2889
-0.7813
1.7579
-0.1869
-0.7606
-1.0866
-1.8191
0.284
0.0189
0.9687
-1.7716
0.2794
-0.7021
0.0932
0.3967
0.6371
0.4049
0.14
0.9143
-1.1717
-0.7861
0.8036
-0.5041
-0.2583
-0.1487
2.3461
0.0347
-0.4119
0.796
0.199
-1.3171
0.1538
0.4032
-0.8333
0.0442
0.7779
1.6417
-0.3246
-0.2882
0.9314
0.4259
0.4396
1.4984
0.9517
-0.6408
-0.4082
-0.1414
-0.5229
-1.0594
0.5327
-0.5218
1.9522
0.2838
0.0583
-0.1498
-1.0856
1.2185
-0.6481
0.1672
-1.4061
0.4974
0.0988
-0.8076
0.4414
0.2452
-0.2342
1.1652
-0.5183
0.4594
-0.1996
-1.3988
-0.3278
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0.7612
0.9979
-1.1246
0.3484
-0.7685
-0.3631
0.1698
-0.9264
-0.3877
-0.4035
0.1267
-1.2381
0.211
1.3024
-0.688
0.6134
0.1332
-1.3491
-0.6579
-1.5316
-0.6165
-0.7709
-0.4761
-0.4247
-0.3207
0.0981
0.533
-0.0909
-0.9514
1.6208
0.9422
-0.6746
-1.8582
-0.3129
-0.6038
0.5691
0.6129
1.3326
0.1128
-0.9675
-0.87
-0.36
-1.7423
0.0555
-0.64
-0.2387
0.0225
-0.1824
-0.1904
0.7014
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0.0458
0.3753
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0.849
-0.1707
0.4983
0.1793
1.6938
0.3683
-0.5397
-0.6952
0.2726
1.1943
0.4094
0.666
-1.8877
-0.6604
-1.4872
-0.1285
0.9574
0.9111
-1.0133
-0.5593
0.5991
-0.9701
0.0588
-0.4682
1.3456
-1.4864
0.5501
0.8212
-0.3655
0.3622
1.5278
0.4158
0.2207
0.9753
-0.453
2.1916
1.4182
-0.0518
-0.2718
-0.407
0.2305
-1.6334
0.9366
0.1528
0.496
0.1763
0.2362
-0.1626
-0.2099
1.6238
1.1697
0.6557
-0.4622
0.4741
0.6462
-0.388
-0.3105
-0.7908
-1.1166
0.2143
-0.7896
-0.3263
-0.1641
-0.6471
0.8631
-0.2457
-0.3529
2.6447
-0.0242
0.8831
-0.0131
0.4749
-0.7261
1.1272
0.8874
0.6026
0.415
-1.3695
0.7449
1.0111
-0.3774
-1.354
1.6122
0.1092
-0.0266
-0.2759
2.4772
-0.6159
-0.4027
0.312
-0.5684
-1.0771
-0.1739
1.9651
1.954
-0.7415
0.4902
-0.4412
-0.9425
0.566
0.3011
-0.2037
-0.2095
0.5137
0.4847
0.6454
0.3658
0.1156
0.1903
0.4343
-1.8235
0.0018
0.4971
-0.0801
-0.6
-0.5716
-1.3851
-0.8181
1.5202
0.1016
1.7416
-0.5207
0.3049
-0.0525
0.5163
-0.3566
0.6438
0.0459
1.3396
0.6199
-0.9306
0.8317
0.9472
2.4763
1.4377
0.0073
1.6425
-0.8224
-0.3635
-0.0779
0.2537
-0.0138
0.9847
0.6757
0.8408
0.2021
0.6263
-1.7596
0.6395
0.6537
-0.5003
0.2325
-0.18
0.0077
-0.7627
-0.6532
0.3979
0.0731
1.2835
1.5293
0.5354
1.1755
0.2267
-0.6723
-1.0101
-0.5121
-0.3083
0.7463
0.1713
1.2822
-0.0817
0.9406
0.4952
0.4467
0.4681
-1.6136
-0.7963
0.393
-0.4208
-0.7111
131.1
0
427
81.89
MASTECTOMY
Breast Cancer
Breast Invasive Lobular Carcinoma
Moderate
0
LumA
1
Positve
Positive
2
NEUTRAL
Negative
Lobular
1
Post
7
Left
15
5.042
ILC
Negative
1
ER+/HER2- High Prolif
21
2
Living
-0.7362
-1.8486
0.9109
0.6306
0.134
0.2102
-2.3987
0.2687
-0.425
-1.4265
1.5786
2.0679
0.6221
0.0761
0.0884
0.8082
-0.0474
0.1582
-2.4425
-0.8887
0.2992
-0.233
0.1988
-0.2319
0.0771
-0.003
-0.6022
-0.9217
-0.391
0.1708
0.3294
-0.4501
1.2243
-0.5732
-1.6601
2.3386
0.0911
0.6239
-0.3259
-0.1498
-1.3162
-0.3769
1.6603
-0.535
-1.0986
-0.044
-1.0725
1.2303
1.3803
0.7505
-1.256
-0.073
0.8776
-0.4082
-0.5115
-0.3385
1.2034
-0.3152
0.4679
0.9011
-0.4831
0.1305
-0.8557
-0.5767
-0.1269
-1.1454
-0.5177
-0.242
0.1916
-1.4311
-0.5172
0.4452
1.4337
0.4988
0.0708
-0.1607
0.3161
-0.5867
-2.0139
-0.3939
-2.1748
0.0432
0.9209
-0.3101
-1.5467
-0.6155
-0.8449
-1.1085
-1.2542
-0.8957
-0.8612
-2.1113
0.6258
-1.2799
1.8038
0.8088
-0.0447
0.6029
1.2719
0.7448
-0.0281
1.2587
-1.244
-0.3854
-0.9392
-0.0127
0.7498
-1.5691
-1.069
0.454
0.3449
-1.2506
0.717
-1.3436
-1.246
-0.9071
-0.2508
-1.0024
0.1858
0.3206
-0.0624
0.3526
0.9491
-0.3581
2.1894
-2.6153
-0.2465
0.4555
-1.3565
-0.5709
0.7685
-0.3607
0.8052
0.2055
0.1648
-0.3282
1.9164
-0.3637
-0.7069
1.2762
2.324
0.4277
-0.5652
0.2791
0.1986
-0.5052
1.2031
-0.1372
-1.0434
-0.6171
-0.3373
0.7215
-0.391
0.4414
-0.9828
-0.8392
-0.4518
-0.2985
-1.8759
0.8331
-0.9992
-0.3593
-0.6192
1.2538
1.0555
-0.3192
-1.5422
-0.74
-0.1007
-0.3311
-0.1383
0.1792
-0.8095
-0.3131
0.1397
0.0332
-1.0149
-0.4521
0.0278
-0.6286
0.6765
0.3545
-0.0451
-0.5094
0.0096
-0.4319
-0.3191
0.1036
-0.3351
0.255
-1.0862
-1.7414
0.4306
0.4336
0.344
0.2805
1.6775
0.3307
-0.9628
-0.6868
-1.0231
0.1954
-0.378
1.6707
-0.8109
-0.2732
-1.1011
-0.1119
-0.9185
-0.0791
-0.8596
1.4191
0.5675
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0.1518
0.9195
0.4662
0.1809
1.411
0.1613
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0.047
1.1195
0.2894
0.7562
0.5123
-0.7513
-0.5366
-1.0047
-1.1358
-0.9274
0.5137
-1.037
-0.8469
-0.1613
-1.1175
-0.5984
0.3681
0.0447
-0.1171
-0.4326
-0.2618
0.1672
-0.8289
1.4534
0.0637
-1.6638
-0.0412
-0.9571
1.793
2.1855
0.6647
1.3206
0.4419
0.4961
0.2269
-0.1281
1.8585
-0.4442
-0.0067
-0.185
0.4898
-0.2167
-0.2222
-0.7343
-1.0422
0.5121
1.2312
-1.051
-0.6227
-1.3604
-0.8161
-0.7479
-0.7772
-0.3584
0.4325
-1.6038
0.683
0.3466
-0.4904
1.7228
-0.0846
-0.3009
1.418
-1.3951
0.1476
-2.3346
1.2419
0.2984
-0.654
0.3146
-1.3347
1.527
-0.7635
-0.7244
-0.6164
0.0659
-1.1936
-0.3111
-0.2892
0.7663
2.0433
1.0241
-0.0026
-0.4801
-0.6021
-0.8894
-1.0112
-0.819
-0.3723
0.8173
1.9287
0.1533
-1.61
-1.5027
-1.0416
1.7647
-0.1544
0.0736
-0.8722
0.1661
-1.1016
-0.0806
-0.7383
0.838
-1.1104
0.0483
-1.3496
-0.2195
-1.0656
-0.6992
-1.1359
-0.3032
-0.3898
-1.3314
0.5373
-0.0236
-0.0756
0.5794
-2.4498
1.8877
0.416
-0.0579
-0.1933
0.129
0.9704
-0.5564
-0.0036
-1.1082
1.554
-0.2393
0.0665
-0.3182
0.9241
1.6092
-0.3744
-0.3883
-1.2655
2.4878
0.02
0.2124
0.0091
-0.0168
1.9042
-0.8466
-0.6157
0.6261
-0.7383
-1.5035
-1.1637
0.6724
-0.6757
-0.2447
-1.7682
-0.5212
0.9486
0.1578
2.0716
-0.7792
-0.6372
-1.929
0.1208
-0.6082
-0.1259
-1.8659
-0.6813
1.5209
-0.864
0.9916
-2.436
-0.2239
0.1749
-1.2379
-0.1516
-0.7594
-0.6697
-0.6585
0.8763
-0.4172
0.5033
1.4226
-0.5142
-1.8576
-0.8998
3.7156
0.4795
0.6851
0.6565
-0.1036
-0.947
0.1996
-1.0287
-1.0258
-0.9012
0.8999
-0.2712
0.3114
0.829
1.1494
1.5915
-0.6429
1.1296
1.4826
-0.5067
-0.4804
0.3977
-0.0659
-0.0323
-1.0018
-0.68
-0.7035
1.5794
0.8853
-0.4807
-0.8612
0.5795
1.1117
-1.3811
-0.6711
-0.397
0.8216
-0.4891
-0.2938
-0.1548
1.3122
-0.2709
-0.5397
-0.9583
-0.3673
1.234
-0.0021
-1.4176
0.2072
-0.7682
1.1198
1.834
-1.3523
-0.9757
0.5644
-0.1637
-0.8993
0.1166
-0.9847
-0.7313
1.9536
1.0757
-0.1477
-0.4058
-1.3202
1.7293
-0.9735
-0.4719
0.6176
-2.0075
-0.5909
-0.459
-0.8422
-0.7003
0.5982
-0.7111
0.4956
-0.0691
-0.291
0.1815
2.4607
3.7937
0.9959
116.1
0
428
85.21
MASTECTOMY
Breast Cancer
Breast Invasive Ductal Carcinoma
High
0
LumA
1
Positve
Positive
3
NEUTRAL
Negative
Ductal/NST
1
Post
9
Left
4
6.04
IDC
Negative
1
ER+/HER2- High Prolif
20
2
Living
1.2794
-0.5699
0.3593
-1.7602
-0.558
-1.6161
0.7685
0.773
-0.4401
2.4794
1.126
-0.4832
-0.1271
-1.1713
-1.6032
0.0747
-0.6029
1.1946
0.5567
-1.3035
0.0681
0.5246
0.3145
-0.0008
-0.7827
-0.4
-0.3182
-0.5436
-0.2391
-0.5756
3.1288
-0.6306
0.3598
0.257
-0.3772
0.3795
0.4129
0.0083
0.598
-0.3627
-1.3089
0.822
0.3407
-0.2954
-0.7209
0.1475
0.9776
-0.0977
0.2564
1.1863
0.151
0.6598
0.4548
1.078
1.1981
-1.6064
-0.0354
0.3656
0.8028
-0.3567
0.8733
-0.623
-1.8458
0.1395
-0.6204
0.6418
-0.3162
-1.2024
0.5045
-1.3307
-0.8101
-1.0436
1.1529
-0.0993
-0.2215
0.1
-0.079
-0.6827
-1.4007
1.298
-2.0995
-2.1333
0.4373
-1.3843
-0.7676
0.3964
-0.6073
-1.7233
-0.7322
-0.1149
-0.5314
-0.5326
-1.3059
-0.9102
-0.0924
1.0935
1.4578
0.8586
1.0803
-0.6952
1.4516
-0.453
-0.8566
-0.5409
-1.6176
0.5891
-0.9394
-0.9636
-1.3448
1.3986
-1.0963
-1.0232
-0.7592
0.2801
-1.1834
-0.4231
-1.2158
0.2763
0.3795
0.5553
0.624
-0.8973
-0.2545
1.4242
-1.1146
-0.389
0.3662
0.1926
-0.8781
-0.3563
-0.657
-0.7789
-0.1655
0.5433
-0.8858
-1.6388
0.5712
-1.2352
-0.684
1.7208
1.2175
1.2198
-0.3501
0.0032
0.1424
-0.8142
0.4336
2.043
-1.1507
-0.7504
-0.8361
1.7414
-0.5024
-0.5116
0.1414
-1.5077
-0.1328
0.7312
0.0697
0.364
-0.0183
-0.4948
3.9482
0.1786
-0.5453
0.516
0.3778
-0.9847
-0.6107
-0.5244
-0.0351
0.3382
0.9769
-0.1614
-0.275
0.6601
0.879
0.7311
-0.4887
-0.149
-1.8947
-0.1713
0.0883
-0.0132
0.4527
-1.7369
-0.465
-0.1745
-1.8644
-0.1361
0.9913
0.5419
0.2358
0.7687
-0.1685
0.3549
0.3936
-0.0032
-2.2716
0.539
-0.6755
-0.5936
0.682
-1.0482
-0.4579
-0.1829
-0.1253
-0.1406
0.6452
-0.2538
-0.5602
-0.1743
0.4636
-0.5706
0.3508
-0.4429
1.0482
0.2913
0.6807
1.0581
-0.9411
-0.1202
-0.2164
0.5285
1.048
-0.7995
-0.6576
-0.4911
-0.1134
-1.4508
-0.3939
-0.4885
-1.2919
0.7855
-0.3675
-1.4672
-0.1775
-0.634
0.1041
0.3677
0.0795
-0.9663
0.9693
0.8185
-0.3278
-0.8848
0.102
-1.0088
-0.462
-0.2499
0.7298
-0.6661
0.3489
-0.3247
0.5871
-0.04
-1.3633
-0.4334
0.1353
-0.2796
-0.9792
-0.5191
2.3702
0.2148
0.7882
-0.4754
-0.5646
3.6995
0.16
-0.3784
-1.8558
-0.6148
-0.3214
-0.8819
0.2312
2.6605
-1.1982
-0.3906
0.1155
0.0826
0.0435
-0.9116
-1.6896
-0.6209
-0.7511
0.4029
-1.0993
0.3785
-1.198
-0.9674
1.6319
-0.1
-0.4075
-0.8672
1.2455
-0.5346
4.0923
-0.5644
-0.1134
0.1722
0.0994
0.4762
-1.045
-0.1223
-1.5799
2.9689
0.2221
-2.8103
0.1629
-0.9083
-0.0137
-0.5362
0.1834
0.7665
-0.6147
-1.8117
0.7488
0.8438
0.0869
1.3361
-0.3916
0.9929
-0.9351
-0.2605
1.1756
-0.6834
0.6008
0.9181
-0.6299
-0.4396
0.1085
-0.7966
-0.3667
-0.3041
-0.2168
-0.1956
0.4753
0.796
-0.3894
-0.5374
0.5045
-1.1094
-0.6141
-0.2525
-0.0307
0.1463
-0.0834
-1.4381
-0.6214
-0.3089
-0.0967
0.4163
0.1748
-0.6343
-0.8427
0.5515
1.2833
0.0502
0.1789
-1.059
0.2518
-0.4338
-1.1306
1.1224
-0.0872
-0.9301
-0.5652
-0.8334
-0.1338
-0.3094
-0.4517
1.0578
0.2917
-1.2792
1.1319
-0.266
-0.6522
-0.6813
0.0916
0.239
-0.5759
-0.2611
-1.0265
0.7252
-0.975
-1.4188
-0.3579
-0.6339
0.7721
-2.4382
0.5454
-1.2034
-0.5709
0.5893
-0.4359
-0.3559
-1.2822
-0.5781
-0.0491
-0.9243
0.4091
-0.9045
0.5864
-0.2865
1.207
0.2432
0.1512
-0.3043
-1.0687
0.9497
0.0528
-1.166
0.8059
-0.8729
-0.3619
-0.2377
-0.3813
-0.8876
-0.347
-0.4736
0.4248
-0.2576
0.9285
-0.6453
-0.1102
-0.1105
-0.4401
-0.398
1.8731
1.9151
0.1286
-0.401
-0.0472
-0.3564
-0.2974
-0.3579
-0.3218
1.2047
-0.5313
1.7168
-0.6144
0.7234
-1.3328
-0.8053
0.2629
-0.7689
-0.3121
-0.4357
0.1347
1.5827
1.9309
0.9687
0.8275
-0.191
0.7235
-0.79
-0.454
-0.9584
0.3408
-0.2819
0.8598
1.6402
0.4586
-1.2351
-0.4694
-1.5352
1.4232
0.0481
-2.0117
-1.2878
-0.8024
-0.2592
0.5741
0.9516
-1.0589
-1.7571
1.1743
0.1513
-1.3394
-0.459
-1.0698
-0.1694
2.3045
1.641
0.484
0.7762
-0.0521
-0.364
-0.5353
55.933333
0
429
78.86
MASTECTOMY
Breast Cancer
Breast Invasive Lobular Carcinoma
High
0
LumB
1
Positve
Positive
3
GAIN
Negative
Lobular
1
Post
1
Right
4
6.08
ILC
Positive
1
ER+/HER2- High Prolif
40
2
Died of Other Causes
1.0425
-0.8132
1.5304
0.2666
-1.0532
0.2176
-2.0744
1.0116
0.718
0.9517
2.6141
-0.0565
0.0363
-0.2185
0.0403
0.3686
0.1503
2.4988
-0.2072
0.4699
1.4456
0.6898
0.116
-0.9831
0.9297
0.3127
-0.4229
1.6253
0.2714
0.7679
0.725
-1.0739
-1.1268
-0.7775
-1.2159
1.2923
0.8156
0.728
0.4926
-0.3223
-0.8922
-0.4275
1.1604
0.5484
1.7945
-1.1676
0.0379
-0.0552
-1.0235
-0.5603
-0.5769
0.3457
-0.7812
0.7156
1.1883
0.9531
0.9922
-1.6626
0.1388
0.8923
-1.3754
-1.4121
-0.3008
-1.4367
0.0249
-1.7278
1.5016
-0.3486
0.2755
-1.3583
1.2608
0.2511
0.6405
-0.1851
-1.7945
-0.5378
0.9695
0.3205
-0.5606
0.3799
-2.0639
-0.4729
-1.0304
-1.0395
-0.0805
0.0256
-1.2873
1.1659
-0.8628
-1.5291
-0.9263
-1.2651
-1.0369
0.2043
-0.1202
1.5515
0.326
-0.0828
0.0398
0.242
3.4876
1.7349
-0.3248
0.5409
-0.4053
-1.0692
-1.6624
-1.573
-1.5254
0.1558
0.0557
-0.7285
-0.1974
-0.3054
-0.7126
-0.9067
1.4072
0.0771
0.2427
1.0459
0.3115
1.4193
-0.141
1.6761
0.0831
-0.7034
-1.0992
0.8516
0.1128
-0.1873
0.381
-0.9041
1.6997
1.9644
0.4285
-1.1838
-0.4173
-0.8225
0.0203
0.0548
-0.3086
3.0535
0.2667
1.1527
-0.2657
-0.1279
0.7629
-1.7068
-0.8908
-0.8882
-0.998
0.4325
-0.6818
1.3825
-0.2638
-0.9799
0.256
0.8453
0.5417
-0.2926
-0.5856
-0.1009
-0.8023
-0.0908
0.6853
-1.3275
-2.0067
-0.4822
-1.3437
-1.1563
-0.0699
-0.6943
2.7959
-0.7351
-0.0467
0.7599
0.0467
-1.5987
-0.3203
-0.6337
2.0453
0.1359
-0.9766
0.4019
1.0364
-0.8972
-0.2547
-0.3598
0.2748
-0.6206
0.6982
-1.9073
-0.9732
0.2903
0.1995
0.3025
1.3366
-0.0574
-0.627
0.1982
-1.1326
1.5149
1.1166
0.834
-0.7327
-0.6791
-0.3599
2.0085
-1.2542
1.0298
-1.3425
0.856
-0.3953
-0.2944
-0.3861
2.6372
0.1866
0.6277
-1.0854
-1.0779
0.0836
-0.6728
-1.4612
-1.1663
-1.2638
0.3571
-2.1697
-0.7665
0.5682
-0.2307
-1.0503
-0.7151
-0.9265
0.9528
-0.4825
-0.9077
1.5506
-1.1604
-0.5345
-0.2284
-0.308
0.3677
-0.0195
0.5414
0.7665
-0.027
-1.6005
-0.724
-1.7203
1.3845
-0.9339
1.831
1.2511
0.2412
3.2353
-0.0628
0.99
-0.1982
-0.4368
0.8718
-2.2286
-0.6882
-1.0065
0.0902
-2.0487
-0.8536
-0.677
0.0039
-0.3168
-0.0671
-2.3921
0.1493
-0.6048
0.9002
-0.9588
-1.314
1.4321
0.7132
-0.0306
-0.4961
0.5708
-1.3495
0.6008
-1.1889
1.1907
-0.826
-1.1471
1.3696
-1.7185
0.2886
-1.0412
-2.3397
-0.562
0.2407
1.6918
-0.9919
-0.1609
-0.0495
-0.121
-0.3816
0.3472
0.2886
1.7193
0.3671
0.8149
0.2715
-0.7858
-0.6282
-0.1417
-1.0828
-0.9284
-1.1444
1.1737
0.7448
1.6421
-1.8536
-0.2866
-0.2903
-0.1458
0.3222
-0.898
0.2949
-1.625
-0.141
0.2026
1.4266
-0.6761
-1.6769
1.123
1.0756
-0.6702
-0.4366
-0.5624
-0.8305
0.8372
1.732
0.4147
-0.7986
-1.0868
0.5472
0.6892
0.4694
1.1236
-0.316
0.374
0.9389
-1.0129
0.307
-0.5409
-0.0927
-0.5215
1.0074
0.6416
-0.354
0.0843
0.0921
-0.0655
-0.2568
-0.3479
-1.3241
0.6616
-0.2373
0.4915
0.3741
-0.2013
0.69
-1.3364
1.1711
-1.0606
-0.5814
-0.5375
-1.1428
0.5643
-0.1951
-1.2069
0.6398
-1.3664
-0.281
1.1226
0.7268
-0.1032
0.6467
-0.7931
3.3172
-0.5288
-0.9311
1.6869
-1.5482
1.6491
-0.1556
0.5419
-0.7475
-0.3699
-0.4301
-1.0989
2.1944
-0.1329
0.4005
1.5933
0.4954
0.2164
-0.519
0.2118
-0.7586
-0.1038
0.6737
1.967
-0.5423
0.8595
0.5855
2.1078
-0.5435
-0.466
-0.0702
0.1019
-0.2585
-0.7233
-0.3602
-0.2962
-1.5715
-1.0057
0.5692
-0.6682
-0.1302
-0.4541
-0.5974
-0.8541
0.0693
0.2813
-1.0209
-0.5335
-0.1966
-0.2204
-0.0155
0.3171
-0.188
-1.2194
0.8515
0.3188
-0.6584
-1.5371
1.6637
0.7683
-0.2825
-0.4768
-0.1186
0.8546
-0.8855
0.2814
-0.7505
-0.1729
-0.0036
-0.6787
0.6444
-1.3222
-0.7256
-0.1214
-0.2478
-0.5321
1.2485
1.9532
-0.3803
-1.3226
0.0521
-1.5195
-0.3476
0.515
0.8096
-1.1058
-0.1934
-1.8667
2.0983
-0.5408
-0.3454
1.9436
-0.7884
0.3607
-0.8311
-0.526
-1.4212
-0.2151
-0.921
0.1927
-1.7832
-0.6746
-0.7463
-0.318
0.2021
-0.9469
74.466667
1
431
63.61
BREAST CONSERVING
Breast Cancer
Breast Invasive Lobular Carcinoma
High
0
LumA
1
Positve
Positive
2
NEUTRAL
Negative
Lobular
1
Post
3
Left
2
4.114
ILC
Negative
1
ER+/HER2- Low Prolif
57
2
Living
-1.0904
0.0957
0.1296
-0.2976
0.0643
-0.2275
-0.8418
-0.146
-0.2221
0.9202
0.7342
-0.5164
-0.7006
0.1425
-0.2576
0.8744
0.2091
-0.2071
0.6632
-0.6475
0.7432
-0.4896
-1.5333
-0.4061
-1.0674
-1.2191
-0.0738
-1.0507
-0.1145
0.7292
0.3537
-0.2111
-0.8491
-0.6248
0.0065
2.3155
0.6733
0.3111
-1.4719
-1.6353
-0.1922
-0.9189
0.9681
0.0635
-1.3732
-1.1399
-0.0077
-0.0113
-0.1068
-0.9673
-1.1679
0.5369
1.1729
0.3067
0.5383
0.1194
0.1227
0.9842
0.6861
-0.2189
-1.4067
1.1125
0.382
0.7628
-0.0968
-0.7278
0.6267
-1.8282
-0.2045
-0.9408
1.2925
0.5133
1.3057
-0.1423
-1.0252
0.553
2.9846
0.1195
0.0809
-0.4253
-1.464
-0.6103
0.0006
-1.5199
0.2887
0.0904
-0.5514
-0.3671
-0.2828
-0.6907
-1.1442
1.8541
1.6087
-1.1175
0.8811
1.2449
-0.0671
0.0992
0.9814
1.1587
1.3347
0.0939
-1.3057
-0.7472
-0.2826
0.0845
-0.6525
-0.6252
0.3184
1.3345
-0.3247
-1.3794
0.4629
-0.651
-1.1347
-0.596
2.2195
-1.6702
-0.3565
-0.4687
-1.155
1.4615
1.3238
0.5019
-0.6267
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0.2544
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0.1694
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0.6411
0.4437
1.5123
1.3668
1.2088
0.3806
-0.0276
0.6957
0.6807
1.5006
0.4941
-0.6021
0.1371
-0.1762
-0.0023
0.4586
-1.1333
-0.5928
-0.1752
0.0396
0.8388
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0.3805
0.9188
-1.7051
0.3778
1.0289
-0.8211
0.2699
-0.738
2.1489
-0.9273
-0.3723
0.2651
-0.2773
-0.7407
-0.5802
1.345
-1.5687
-0.2061
-0.3194
0.331
0.6102
0.0556
-0.3119
1.7269
1.1313
0.5167
0.394
-0.8656
-0.4761
-0.1424
0.2625
-0.4029
0.4435
2.9857
-0.8181
0.7404
-1.3019
-0.8817
-0.0767
-0.3982
0.2537
0.5029
0.9676
-0.2466
-0.2788
-0.5981
-0.3494
-1.9784
0.677
-1.8931
-0.2855
-0.3442
-0.715
0.8414
-0.7613
0.0257
0.9749
-0.7439
1.0624
1.3279
1.1102
0.7738
-0.1837
0.4803
-1.4279
-0.9476
0.0756
0.027
-0.0657
-1.0361
-0.9046
-0.8764
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-0.902
-0.7519
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0.1748
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0.0565
0.5674
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1.1341
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1.1433
-1.5493
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0.7166
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1.0234
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1.0463
1.0563
1.6236
0.232
0.1538
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1.6982
1.0146
0.0269
-0.1804
0.1318
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1.022
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0.0224
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0.2719
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0.8952
0.0179
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0.1443
2.0137
0.2601
1.0475
-0.4149
0.1563
-0.335
-0.2717
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0.0653
0.5335
-0.5646
3.1853
0.1774
-2.8768
-0.3261
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0.2812
0.2076
-0.2948
-0.723
-0.1913
1.2019
-0.6396
0.162
0.6571
0.6723
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0.0341
-1.4975
0.2872
0.6821
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1.2877
0.0308
1.8602
-0.0993
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0.1487
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1.3961
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0.008
0.144
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0.9008
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0.7854
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0.1093
0.4135
1.1131
-1.3364
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-0.572
0.2515
-0.8499
1.1881
-0.3114
-0.453
-0.2333
-1.5619
-0.5593
-0.4779
-0.6381
1.0658
-0.3376
0.1118
-0.6785
1.0859
0.4912
-0.8732
-0.4101
-0.1165
-0.1613
-0.502
0.3179
-0.9969
0.7847
-0.783
0.1901
-0.4867
-0.9461
0.7893
-1.2401
1.4152
0.0904
-0.848
0.7005
0.1242
0.0751
0.0707
-0.1276
0.5256
-0.3948
0.2172
0.1426
1.686
-0.1007
0.8132
-0.1722
-0.9551
-0.3201
-0.0715
-1.2507
0.7525
-0.5223
-0.8439
0.9012
-0.0955
0.063
-0.903
0.3636
-1.1659
0.0317
-0.6497
-0.912
-0.8596
-0.4137
0.5909
1.5888
0.9585
0.1365
-0.0245
1.1586
1.3734
-0.0006
-0.1879
1.9109
0.5053
0.2416
-0.8992
-1.3358
0.5743
0.6972
0.3144
-0.0591
-1.2991
0.1783
0.0361
-0.5843
-0.8955
0.164
-1.3327
0.5922
0.948
-0.3301
0.1576
0.99
1.1181
1.2234
0.6822
-0.0976
0.1722
1.7653
0.8974
0.0335
2.7438
1.1432
0.9448
-1.066
0.663
0.0036
-0.622
0.6186
-0.1342
-1.3605
-0.4504
-0.2976
2.1706
0.825
0.3009
-0.1981
-0.5103
-0.8348
-0.4507
-0.3225
-1.4847
0.07
0.0387
0.6775
-0.1416
-0.3346
1.0422
0.4593
1.0377
-0.7656
-0.8203
0.8058
1.8549
0.9178
-0.28
0.1728
-0.2607
-1.071
0.583
-0.5627
0.3375
0.153
-0.1723
0.9009
-0.7837
-0.8346
0.1053
-0.5408
-0.3847
-0.7829
85.133333
0
434
69.79
MASTECTOMY
Breast Cancer
Breast Invasive Ductal Carcinoma
High
1
LumB
1
Positve
Positive
3
GAIN
Positive
Ductal/NST
1
Post
5
Right
2
5.04
IDC
Negative
0
HER2+
20
2
Died of Disease
-0.5424
0.0798
0.3942
-1.7314
0.3211
-0.5061
1.423
1.4059
-0.2028
-1.0983
2.5576
0.0932
2.368
-0.1962
-0.6175
1.1951
-0.1843
0.019
-1.0156
0.7049
0.0444
1.7349
-1.0258
-0.4737
-0.4266
0.5679
0.1689
1.1495
-0.0291
0.5879
0.7945
-0.649
-1.7308
-0.754
-1.5932
-0.1185
0.6104
-0.4935
0.8375
0.0612
-1.4057
0.5186
1.347
2.7787
-0.5563
1.6078
3.8812
-0.7239
-2.4633
-0.8673
-1.4764
-0.5334
0.4611
0.1769
0.5281
0.0578
0.6226
1.5967
-0.3601
-1.3326
1.7727
-0.8621
-2.8164
2.2428
-0.0135
-0.5231
-0.6429
1.0272
-0.8211
-0.1911
0.0394
0.3244
2.0758
0.5837
0.4589
2.1136
-0.194
0.0449
-2.0633
-0.5269
-0.3895
1.0678
0.3903
0.0716
0.3231
-1.1666
-1.8252
-0.7676
-0.0129
-0.8215
-0.3218
1.1198
1.8521
-0.3654
0.4257
1.7609
2.7468
1.4607
-0.3116
2.2351
-0.3066
0.4909
-2.1764
1.2498
-0.0585
-0.7976
1.4275
-0.2926
-0.6513
1.3068
-0.1295
-1.0148
3.1245
-1.1408
0.0784
-0.178
0.8932
-0.9508
-0.4228
2.0542
1.7073
0.2325
-0.0659
0.4517
-0.7099
-2.1499
-0.5072
1.1659
2.4602
0.419
-0.1987
-0.8199
0.9413
-0.2074
0.0363
-0.8435
-0.4711
2.3411
0.6731
1.6416
2.3166
-2.3242
0.4336
-0.3381
-1.4111
0.8027
5.2766
-0.7699
-1.9914
0.4587
-1.1468
-0.1409
-0.7151
-0.3294
0.6395
-1.5905
2.2889
0.6003
1.0197
-0.6271
-0.8127
-0.1689
-0.3444
-0.2099
0.6796
-1.3059
1.4033
-0.5802
0.0878
-0.3178
0.2028
-0.762
1.6009
-0.8845
0.0167
4.7497
2.6582
-0.9586
-0.5349
-1.6223
0.7629
-1.5896
-1.2232
-0.9386
0.2393
-0.521
-1.5328
-1.0131
-0.2876
1.3986
-1.1369
-1.6979
1.748
0.4338
0.7816
1.1644
0.9691
-0.2193
-0.0633
1.1666
-0.0693
1.7291
-2.0174
-0.0093
0.8557
-0.9409
0.6695
0.1964
-0.4097
0.3618
2.4925
1.1549
0.3789
-0.9383
-1.6854
0.1125
-0.4582
0.1129
0.0455
-0.618
0.0653
0.0542
0.6986
-0.5638
-0.4149
-1.285
-1.8949
-0.4994
1.8566
-0.2244
1.1293
-0.9688
-1.2283
0.114
-0.9082
-0.5014
-0.5775
0.9994
-1.0189
-0.3567
1.3624
1.107
1.7209
0.9908
0.1097
-1.0619
1.9007
-1.8395
-2.2621
-0.4179
-0.7931
0.3343
-0.1472
3.4515
0.1978
-1.2243
-0.4683
-0.3513
0.5328
1.2155
-0.2637
-0.785
0.0016
-0.1681
-0.7748
-0.2936
0.314
-1.3585
-1.5428
-1.9583
-1.8804
-0.8098
0.0379
1.1882
0.0766
1.8732
-1.262
-0.7924
0.9074
0.9427
0.9331
-0.3725
-0.2445
0.3782
-0.3874
-0.8973
-0.7337
-0.5409
-0.8421
-1.3102
-1.284
-2.1188
-0.255
-2.5395
-0.5637
-0.395
0.0583
-0.5929
0.569
1.1248
-0.0888
0.5849
0.2119
2.7193
-0.6247
-0.7944
0.3501
2.6668
0.0678
-1.2223
-1.0675
-0.4233
-1.0989
-1.2325
0.3684
0.876
-0.1403
0.0819
1.3782
0.3802
-1.3201
-3.2021
-1.1792
-0.8349
1.5411
-1.6374
-0.2562
-2.26
-0.4167
-0.1983
0.8369
-0.3775
-0.6128
-0.4487
1.6196
1.6044
0.9411
-1.5631
-0.8521
0.65
0.6173
-1.9636
0.3738
1.0915
-0.5765
-0.7672
-0.0324
-1.6867
-0.2583
0.4783
-0.8544
1.2932
0.2661
-0.8694
-0.0619
0.8036
-0.6184
5.6202
-0.8804
0.1601
0.5988
-0.5022
0.0042
-0.067
-0.0172
0.42
-0.6953
1.0062
-1.4149
3.1097
0.8778
-0.461
-0.3594
-1.151
0.7855
1.2265
-0.2619
-1.0381
-0.351
-0.0116
-0.2794
0.1172
-1.8798
-0.2275
-0.1534
-0.484
0.2574
-1.0279
1.9523
-0.7435
0.6323
-0.7572
-0.2281
-0.4105
-1.4682
0.1085
-0.7767
-1.1664
0.3086
0.1936
-0.7453
0.0511
0.3168
-0.5669
-0.6293
0.5945
-0.6094
-0.365
0.8597
0.2089
0.5392
-0.6507
-1.6725
-1.285
-0.6381
-0.013
-0.3642
-0.6019
-0.7075
1.5291
-0.4399
1.7129
0.5029
-0.5477
0.088
1.5644
-0.6068
-0.6319
0.7685
0.613
-0.9593
-0.926
-0.8054
-0.0291
-0.4039
-0.1502
0.2327
-0.6367
1.3651
-0.2366
0.2538
1.3269
2.9854
-1.1828
-2.065
-0.3632
0.5249
-0.1842
-0.2162
0.8986
0.8771
-0.8728
-0.1757
-0.7365
-0.8357
-0.2108
-1.5543
-0.1984
-0.1906
-0.7173
0.4599
0.4246
-0.5776
1.0827
-0.4637
-0.6253
2.3057
-0.292
-0.0007
-0.0834
-1.6742
0.482
-0.2944
1.414
-0.4004
-1.0134
0.0464
-0.2049
-2.2184
-0.0678
0.3563
3.812
-0.0854
1.1615
-0.3602
-1.2131
-0.4842
-0.1001
-0.7817
45.5
1
436
88.29
BREAST CONSERVING
Breast Cancer
Breast Invasive Ductal Carcinoma
Moderate
0
Her2
1
Negative
Negative
3
NEUTRAL
Negative
Ductal/NST
0
Post
4ER-
Left
0
4.026
IDC
Negative
1
ER-/HER2-
13
1
Died of Other Causes
-0.6548
0.8523
-1.0422
-0.2622
0.2448
-1.2776
1.2432
0.6053
1.4417
-0.7583
0.0607
-0.394
-1.5994
-0.3944
0.2387
1.2507
0.8106
-1.3034
-1.4847
2.0578
0.9305
-0.1982
0.4266
0.3033
0.8612
0.1374
0.4015
-0.6111
-0.7172
-1.4476
-1.3799
1.6999
0.1369
0.5364
0.7131
-0.7868
0.4924
-0.5614
-1.7203
0.8964
0.4483
1.5654
0.3337
-0.6105
-0.4889
-0.2893
-0.2524
0.3776
-1.1814
-0.3057
0.177
-0.1905
-0.5824
-0.7319
-0.7371
-1.3334
0.3124
0.308
0.0262
0.0548
-0.9114
-0.3791
-0.3698
-0.2051
-0.6332
1.4107
0.386
-0.5905
-0.333
1.2898
-1.8558
-0.6827
-1.1591
-0.5764
0.2181
0.0249
-2.264
0.1728
0.2963
-0.8848
-0.8406
0.0395
-2.3365
0.4936
0.2134
-1.2203
-0.5086
-0.8269
0.4391
0.5138
1.2936
0.0486
-1.2733
0.5299
-0.1332
1.6199
0.0114
-0.7805
1.737
-0.6566
-0.568
-0.5906
0.8376
0.3194
0.4371
1.3934
-0.2632
-0.127
1.2396
-0.9733
0.3808
2.5979
-1.2681
0.3671
0.5767
-0.9764
-0.3346
0.347
0.0183
-0.7917
0.0722
-1.0821
-1.7886
-0.5521
-1.14
-0.375
0.1351
0.7289
-0.3953
2.5868
-0.0998
2.6112
0.3952
-0.8009
0.0308
-0.4635
0.84
0.6495
-0.1035
0.7468
1.5204
0.1209
-0.2324
-0.549
1.0386
1.7323
-1.0433
-1.0055
0.6796
-0.492
0.5758
1.0131
1.8181
0.9438
0.8437
-0.4682
-0.7399
-1.2585
-0.0863
0.6745
1.4691
0.3313
2.0084
2.4141
-0.9728
0.1609
-0.4045
-0.0751
2.3775
-0.4823
0.8275
1.0763
-0.1242
0.266
-1.4738
-0.0956
-1.3418
-0.1945
0.5569
0.9598
-0.3758
0.7527
-0.9904
-0.3407
1.5324
-0.7854
2.3519
-0.8522
-1.0066
-0.4442
-0.5462
-1.3195
1.0914
0.4438
-0.7503
0.9858
0.9784
-0.048
0.909
0.1557
3.4055
0.4653
-0.3335
0.102
0.4618
-0.7316
1.0642
1.6209
2.2473
0.1798
2.124
0.239
1.5144
-0.1542
1.0487
-1.5727
-0.3414
0.6808
-0.4263
0.649
2.0788
-0.0747
-0.5513
-0.6976
1.7094
0.3921
0.1438
0.3489
-0.2285
0.6061
-0.4481
1.3681
0.647
0.5361
1.9789
-1.1306
1.8579
-0.2312
0.5565
0.0616
-0.1242
0.4027
-1.3169
-0.6029
0.9291
-0.0652
-0.9619
0.8998
0.8515
-1.0752
0.2912
-0.9717
0.6009
1.0088
-1.7527
-1.6804
-0.7665
-0.4218
0.1018
-0.1492
-0.1548
-0.7037
0.2345
0.8487
1.4951
0.5054
0.1589
0.6173
0.9874
-1.307
-0.332
-0.3186
2.4013
1.0017
-0.9285
0.5584
0.7746
0.9979
0.1826
1.9487
-1.6309
-1.8015
-0.5602
0.3061
-0.2083
-0.5154
2.1607
-0.0843
-0.3487
-1.2124
-0.7298
0.3948
-0.0257
-0.1362
0.9617
0.031
-0.8956
-0.1876
-0.357
1.4107
-0.6586
-0.2516
-1.3421
-0.4446
-0.6221
0.6929
0.5434
-1.7086
0.5474
-0.3283
0.0262
-0.499
0.489
-0.6666
-0.4095
0.8007
0.6674
0.7067
1.265
-0.6585
-0.4375
-0.4137
-0.2935
-0.1321
0.0266
-0.179
-0.3129
1.4502
-0.1283
-1.6385
0.4993
1.4526
-0.7769
0.5398
0.2818
0.2273
0.0148
0.0202
0.4736
-0.8587
-0.2313
2.373
-0.089
-0.2964
-1.0113
-0.5269
-0.96
0.2511
0.0138
0.3686
-1.1237
0.2376
-0.9649
-0.3835
-0.0705
-0.8346
-1.8395
-1.282
-0.8272
0.5134
-0.3791
0.2072
-0.7138
0.3752
-0.1594
0.3636
0.1108
-1.8091
-0.0685
0.709
0.8681
1.0739
0.8131
0.5647
-0.0803
-0.6691
-0.8015
1.2742
-0.9467
-1.3167
2.3985
-0.3082
1.2444
-0.7653
-0.3528
-2.8298
-0.5316
-1.1501
0.6652
0.8752
0.5143
0.1457
-0.078
-0.4134
-0.0081
-1.2982
-1.7646
-0.6247
0.224
0.1512
-1.2663
-1.1763
-0.4287
1.4475
-0.4386
1.4579
-0.3011
-0.6596
0.1544
-0.8812
-1.3432
-1.6826
0.4219
0.1257
1.0889
2.4356
-0.7576
0.0229
-0.557
-0.2108
-0.5904
0.5866
-0.462
0.5006
-0.2752
1.1036
-0.2849
1.0125
0.9459
2.1588
1.9834
0.9129
1.9163
-0.476
-0.7246
0.3754
0.285
0.1379
0.4733
-0.0356
-1.2417
-1.1341
-0.4158
-0.4789
-0.5957
1.2832
-0.6711
0.0704
0.9785
-0.1649
0.9789
0.8895
0.0718
-1.1542
0.6995
2.8989
-1.3943
-1.4055
2.1568
0.6954
-2.3715
-0.1546
0.8656
0.9978
-0.7302
3.9863
1.1769
-1.0818
1.2091
-0.2698
1.3475
-0.4334
-1.1752
1.0178
-0.2583
2.2519
-1.1618
0.1684
0.3889
2.8881
0.9146
0.8043
-0.0383
-0.3663
-0.9908
-0.8073
0.8266
-0.824
2.0825
75.5
1
437
82.17
BREAST CONSERVING
Breast Cancer
Breast Mixed Ductal and Lobular Carcinoma
Low
0
LumB
1
Positve
Positive
2
LOSS
Negative
Mixed
1
Post
4ER+
Right
3
4.03
MDLC
Positive
1
ER+/HER2- High Prolif
15
2
Living
-0.0859
-0.6046
-0.6149
-0.0893
0.5135
-0.3327
0.9465
0.6225
-0.3364
-0.3829
-0.3913
-1.3247
1.3111
0.2592
-0.6272
0.9943
0.2932
0.7605
0.3646
-1.3327
0.9966
-0.7929
-0.089
0.334
-0.0071
0.5261
-1.0222
-1.4384
0.0818
0.963
-0.4928
-0.5939
-0.5879
-0.4291
-1.3104
1.1758
0.0724
1.5536
-0.3289
-0.1575
-0.1509
1.0523
0.7886
0.0121
-0.7394
0.7174
-1.17
0.0609
-1.4903
-0.2249
-1.8692
1.2701
-0.9188
-1.5995
-0.032
0.6641
-0.7072
-0.6579
-0.2856
1.8876
-0.2195
0.4442
0.2211
-0.3742
-0.4402
-1.2907
-0.2672
-2.1107
-0.4716
-0.8142
-1.3695
-0.8148
0.3887
0.2139
-0.0504
0.3781
-0.7587
-1.7156
-2.085
-0.6754
-1.4818
-2.5161
-0.0045
1.5583
-1.1027
-1.2875
0.4431
-0.0986
-0.724
-2.489
-1.6073
-2.8949
-0.3949
-0.1472
-0.9243
2.6611
-0.5045
-0.2469
1.0849
-0.4651
-0.8912
0.7262
-1.5791
-0.9875
-4.3159
0.1309
-0.6997
-1.1257
0.0997
-0.2125
0.8414
-1.7286
-1.2576
-0.8815
0.3492
0.1492
0.7275
-0.2885
0.6505
0.0051
0.1859
-0.1365
0.7221
-0.0335
0.7526
-1.7098
-0.9278
-1.2567
-0.3733
-0.1896
-0.4224
-0.8349
-1.9048
1.3854
0.048
-0.5882
-1.4669
-0.3032
0.1191
-0.0038
1.9853
-1.3269
0.4702
2.0402
0.7619
-0.1591
-0.3364
-0.2986
-1.1701
0.7776
0.8002
-1.1323
-0.606
0.6276
-0.0288
-0.7458
-1.0577
0.0224
-1.1908
-1.9075
-0.4735
2.3146
-0.6135
0.5358
-1.0812
-1.0075
-2.2766
0.0469
0.4532
-0.7247
0.3714
0.6824
0.8228
0.0837
0.8734
-0.7906
1.3942
-0.4702
0.7497
9.3976
-0.4538
-1.3739
-1.1399
-0.241
0.1992
0.0405
-0.4621
1.6469
-0.0357
-1.0372
-1.6295
-0.8032
1.8117
0.608
0.0234
1.1841
-0.8533
0.0373
-0.0428
-0.9735
-0.7325
0.597
-0.3702
0.2447
0.1514
-0.007
-1.3243
-0.5334
-0.1238
0.4673
-0.1632
-0.3756
-0.4617
-0.1806
-0.7908
-0.3172
-0.2747
1.0316
-0.4127
-0.8292
-0.101
-0.2858
-0.3796
-0.1081
0.4844
-1.5009
1.4658
-1.2172
-1.2593
-0.7512
-0.5505
-0.4636
-1.5825
1.8222
-0.5706
-1.309
-0.5928
-0.1307
-0.2516
-1.2154
0.0557
0.9794
-0.8432
-0.034
0.14
0.2353
0.8547
0.9568
-1.5666
-0.6148
-0.5943
0.5638
-0.8581
-0.4744
-0.5875
0.9285
-0.1531
0.5635
-0.8684
0.0351
-0.1102
-0.0956
1.9949
-1.7464
0.0873
-1.2042
0.2168
-0.1901
-0.2355
-1.1529
-0.0303
-0.9171
-0.1243
0.0167
0.1169
1.2239
1.0708
0.6418
0.909
0.1726
1.0412
-0.5891
0.0799
0.5046
-0.1801
-0.7842
-1.1592
0.0425
-1.1013
-0.8463
-0.4838
-1.2732
-1.9337
-1.1975
0.9604
-1.8512
-0.2574
0.2606
0.1447
0.2653
-0.2598
-0.755
0.1418
-1.9313
-0.8663
0.1618
-0.6511
-0.3566
-1.2059
-1.2024
-0.353
-1.0615
1.2783
0.5445
0.5991
-1.4929
-0.1473
-1.1875
-0.5649
0.6798
-0.2221
-1.2688
0.2776
-0.0451
0.3836
-0.0168
-0.4144
0.6002
-0.4025
-0.2358
0.5658
-0.9693
-0.4057
-0.7529
-0.0329
-1.1705
0.0605
-0.839
-1.3048
-0.5858
1.7311
-0.8106
-1.4322
0.5187
-0.5437
-0.2506
-0.2777
-0.7715
-0.7106
-0.516
1.0768
-1.2328
0.4186
-0.2321
-0.1468
-2.0224
-0.2393
-0.1276
-0.7736
-1.279
-1.9948
-0.9796
-0.2778
-1.5049
-0.0695
-1.7695
-0.0405
-0.1562
-0.663
-0.7531
-1.1438
0.779
-2.2892
-0.092
1.7317
0.4656
-0.5473
-0.5384
0.2397
-0.7859
-0.1704
0.7879
-0.4298
-0.5094
-0.3274
-0.3794
1.6338
-0.2192
0.7337
-2.117
0.0179
-0.5084
-0.6465
0.4389
-0.2888
-0.3479
0.33
-0.3686
-0.4422
-0.3205
-0.5123
-1.2293
1.6851
-0.0199
0.4353
0.3544
-2.0905
-0.1197
0.5565
0.1012
-0.2198
-0.0308
1.337
-0.4893
-0.3976
-1.2757
0.0825
0.0114
-0.9935
0.9043
-0.5587
0.6149
-0.5671
-1.6688
-1.2125
-0.9405
-0.1627
-0.7816
-0.8084
0.0917
0.2829
0.2059
0.4328
-1.7371
0.1797
-0.047
0.5097
-0.0001
0.8143
-0.5054
-0.9385
0.3718
1.4644
0.3205
0.1171
-0.4146
0.1876
0.0888
0.6655
0.4147
0.6842
0.5956
0.7028
0.9887
0.8831
-0.8214
0.4697
-0.0967
-0.2134
0.0136
0.2485
0.3569
2.4541
-0.952
-1.55
-1.2124
-0.3268
-0.1405
-2.3886
-0.4126
-1.3547
1.4625
-0.0316
-0.3479
0.9317
0.3805
1.0963
0.8668
1.0362
-0.3614
-1.3056
0.036
0.9034
1.6996
-0.0055
1.1728
0.3651
-0.3859
1.4898
90.566667
0
438
57.41
MASTECTOMY
Breast Cancer
Breast Invasive Ductal Carcinoma
High
1
Her2
1
Negative
Negative
3
GAIN
Positive
Ductal/NST
0
Post
5
Left
1
5.05
IDC
Negative
1
HER2+
25
2
Living
-0.7797
-0.3007
-1.5326
-0.3519
-1.5496
1.5864
0.4372
-0.3166
1.3258
-0.7087
1.138
-0.6865
0.6213
0.0587
0.763
-0.0546
2.2992
-0.4336
-1.0365
0.8952
0.3977
-0.8311
0.8114
-0.591
1.1642
0.7496
-0.332
-1.1121
-0.328
-1.0427
0.5197
0.9011
0.5164
-0.1708
0.348
-0.9314
1.3862
0.6318
0.9914
0.3602
0.0736
0.0353
1.2738
-0.4934
-0.9821
0.1691
-0.9643
0.6756
0.5065
1.0666
-0.3366
-1.0203
-0.2522
-1.1538
-0.1388
-1.4181
1.0742
0.1046
0.334
-0.5817
0.8051
1.9138
0.2418
0.1375
0.442
-1.4066
-0.0184
0.4715
-0.4892
-1.0584
-1.7971
1.0057
0.4968
-0.1286
-0.5582
0.9798
0.7213
0.3558
-0.8521
-0.4029
-1.0799
-1.8653
0.2966
1.2153
1.0992
0.1944
-0.2677
-1.4626
-0.9617
-0.6526
-0.9905
-1.6161
-0.9054
-0.4817
2.4427
0.3834
-1.1538
1.4184
1.4931
-1.5404
-0.6401
1.4903
-0.329
0.2612
-0.0071
-0.5293
0.0987
-0.3763
0.6898
0.5727
1.7679
0.0909
0.2023
-0.8343
0.8871
-1.1925
0.0137
0.1012
0.4374
0.5384
-0.2627
1.3933
-1.2653
0.6892
-0.4356
0.0662
-0.4825
0.5437
-0.5882
0.5853
1.1125
0.3869
0.3524
-0.9268
-0.4132
-0.8249
1.1674
1.5342
1.2666
1.8289
1.4331
-0.0914
-0.1483
-0.0752
0.7151
-0.5916
2.1021
0.9423
1.7806
-0.4778
-0.8089
0.5075
-0.4904
1.3205
-0.2875
-0.9148
2.0259
-0.3264
-2.0422
0.3378
-0.1318
0.0322
-0.7345
1.2051
-0.8225
0.3482
-0.5641
-0.5536
-1.0064
-0.1831
1.6863
1.7566
-0.4721
0.0972
-1.4636
0.2331
-1.0122
-0.4218
-0.9599
-0.4402
-1.9185
1.0678
-0.6232
-0.3143
1.4497
-0.6295
0.2725
-0.7272
0.7242
-0.2633
-2.3591
-0.9888
1.8382
1.6446
-0.3908
0.5627
-0.509
-0.6865
0.6356
-1.8392
-0.7345
2.1002
-0.1472
-0.3956
1.3788
-0.5427
0.1571
2.4931
-0.5088
-0.2241
-0.8121
2.1326
-1.001
-0.8859
-0.2139
0.26
-0.3482
-0.3534
2.2724
0.5081
-0.578
-0.0939
0.0982
1.3567
0.9384
-1.1281
1.462
-0.879
0.3313
-0.2888
-1.1436
0.845
-0.6842
0.6044
-0.0707
0.1901
0.815
0.6232
-0.4751
-1.6265
-0.5481
0.5652
0.0685
-0.607
0.4045
-1.4694
0.5725
0.1138
0.8885
-1.3708
0.7901
-1.2446
0.1336
-0.7603
1.5428
-0.1082
-0.434
-0.371
0.1353
-0.2829
-0.8287
-0.9546
0.1422
-0.8427
0.283
-0.3228
0.4373
-0.2018
0.6917
-0.465
0.1783
-1.316
-0.3385
-0.1382
-0.7891
-0.265
-0.0329
0.5043
-1.2516
0.488
-1.1518
-1.1105
0.5442
0.075
-0.4778
1.3038
-0.2405
0.9234
-0.6514
0.1698
-0.2495
-0.4464
0.0448
-1.0587
3.3052
0.901
1.989
1.7395
-0.3728
0.7684
-0.4599
-0.9676
-1.1903
0.9702
-0.1151
-1.5181
0.3008
-0.049
0.4415
-0.6072
-0.2021
0.903
-0.6896
1.9396
-0.1613
-1.149
-1.9876
0.9643
-0.0718
0.8326
0.7849
-1.0561
0.6076
-0.8287
-0.7582
0.3159
-0.0051
0.5383
0.1161
-1.0368
-0.1325
0.0887
-0.2156
-0.1049
-0.7854
0.0319
0.9623
-0.842
-0.8858
1.2604
-0.3907
-0.9612
2.134
0.8182
-0.2384
0.2195
-0.4239
-0.0562
-0.4366
-1.4431
-0.113
1.3988
0.5156
0.3652
0.5585
0.7966
1.8665
0.6166
-0.5117
-0.8682
-0.2665
-0.4016
-0.1625
1.0204
-0.3989
1.6573
-0.2033
-0.2218
-0.3588
-0.4595
-0.2753
-0.9377
0.5063
-0.2336
-1.8857
-0.0466
-0.5989
0.3241
0.0394
-1.2478
0.5954
-0.3873
0.3496
-0.2207
1.1393
-2.027
-1.426
-0.8112
-0.1268
-0.6488
2.6746
1.8822
-0.4958
0.6562
-1.1281
0.7392
-0.1362
1.7153
0.66
-0.784
-0.0376
-1.3187
1.4909
-0.8956
1.2009
0.4822
-0.5747
0.0776
1.0382
-0.0958
-1.005
0.6324
-0.6461
2.9361
-0.2156
0.9515
1.1727
-0.0498
0.1148
0.6707
1.3217
0.4271
-0.1167
-0.3476
0.0234
2.0244
1.1738
1.1292
-0.2264
-0.367
-0.2873
-0.5578
-0.396
0.7716
0.2324
0.0439
0.4072
0.3489
0.2242
-0.3404
-0.8411
-0.7815
1.39
0.5915
-0.1388
0.4814
1.055
-0.4147
0.7207
-0.4706
0.6147
0.9261
-1.4042
-0.5936
-0.1863
-0.2927
-0.3929
0.0369
0.8855
-0.8762
0.2006
-0.6155
0.5187
-2.21
-0.8275
-0.0731
0.0962
-0.7598
1.0762
1.1341
0.0933
1.4679
-0.3713
-0.9524
-0.0489
-0.4484
-1.6048
-0.4512
-0.6251
-0.0177
1.0869
1.4884
1.4988
0.3292
-1.0577
0.783
-0.2234
-0.4313
0.8814
135.166667
0
439
50.32
MASTECTOMY
Breast Cancer
Breast Invasive Mixed Mucinous Carcinoma
High
0
LumB
1
Positve
Positive
2
NEUTRAL
Negative
Mucinous
1
Post
8
Left
0
3.03
IMMC
Positive
0
ER+/HER2- High Prolif
15
1
Living
0.3736
-0.3777
-0.1063
0.1344
1.762
0.437
-0.0086
1.1255
0.2637
2.0652
1.2
-1.8221
1.0829
0.322
-0.5693
0.9909
1.3265
0.2029
0.8555
1.9998
0.2244
0.0585
-0.8082
-0.5576
1.3559
1.6808
-0.3657
-0.0412
0.0568
0.6684
0.7681
-0.9653
-1.88
-1.0725
-2.0287
2.3996
-0.5322
0.7651
1.2633
1.0265
0.2542
-1.1288
2.8542
-1.5299
0.3774
0.7911
-0.5412
0.594
-1.6677
-1.3721
-2.6519
-0.359
-0.1075
-0.013
0.8727
0.9531
0.4812
0.5039
0.3903
1.4557
0.0753
0.7348
0.0551
1.8273
0.1765
0.2851
-0.4842
-0.6957
0.1839
-0.8836
0.414
-0.9503
-0.1012
-1.2541
0.7953
-0.3306
-0.3296
-0.284
-0.0936
-0.9371
-1.631
-0.1607
-0.567
1.7847
-1.0384
-1.1963
-0.7466
-0.3495
0.0361
-0.5455
-0.6421
-1.5783
1.5247
0.0151
0.8662
1.2188
0.1385
0.2382
0.1096
-0.2621
0.2184
0.5143
0.0263
-0.1356
-0.2322
-0.4993
-0.0716
-0.7645
-0.3856
0.8396
0.4829
-1.3799
0.0625
-1.4337
-0.1806
-0.3376
-0.3278
-1.6031
0.847
-0.0558
0.5311
0.6867
1.1141
-1.1653
-0.9704
0.339
-0.9413
2.0469
-1.911
-0.0754
0.1472
-0.6515
-1.1096
1.4658
-1.2002
0.6715
0.7605
-0.8182
0.9397
-0.1014
2.0455
2.2804
0.3727
0.0755
-0.8131
-0.7346
0.9435
-0.1899
-2.4761
-0.847
-0.467
1.7833
-0.7464
0.4084
-0.2452
-1.6016
-1.0273
0.4009
-0.9929
-0.7076
0.5637
-0.7212
-0.6786
-0.4642
-0.0941
-2.1971
-0.6386
-0.2825
0.6126
-0.9566
-1.5059
-0.1113
-0.0932
-0.8143
0.9233
0.0544
-0.0322
-0.1899
-0.4553
-0.3051
-0.503
-0.581
-1.3339
-2.0048
1.1151
-0.5358
0.6628
1.5342
1.7462
0.0436
-0.7035
0.3929
-0.0083
-0.3059
1.454
-0.1984
0.7244
-0.5693
-1.037
-1.3951
0.6014
0.7397
-0.0213
2.455
-0.4117
-0.6832
-2.5681
-0.5715
-1.2524
-0.2119
-0.676
1.6991
1.8273
-1.0339
-1.9254
1.0295
1.0763
1.7738
-0.8382
-0.8601
-0.5947
-1.1645
-1.2068
-1.8622
0.3611
-0.8204
2.4184
-0.7172
1.3001
-1.2133
-0.9881
-2.1641
-2.3674
1.854
-0.7132
-0.748
2.6751
1.3666
-1.176
-0.6235
1.2105
1.9106
-0.787
-0.0591
0.0618
0.691
2.1682
0.5339
0.9604
-1.0316
-0.8408
-0.621
1.0611
1.4079
2.723
0.8049
0.205
0.2005
-0.8945
-0.7313
-1.2487
-0.216
-0.042
-0.6484
-1.0134
-0.0374
-2.9964
-0.7066
1.2861
1.9847
0.2055
0.0736
0.0745
0.7147
0.1046
-0.605
-0.4354
1.1363
0.0919
-0.5276
1.1535
-1.1833
0.8492
-0.4353
1.0141
-1.6403
-1.3378
0.9771
-1.2045
0.6411
-1.6688
-0.9892
0.6608
-0.4575
2.1553
-2.2054
0.3634
-0.4872
-0.8566
-0.8622
-1.6144
-0.1904
0.7918
1.0413
1.5583
0.4361
-0.2312
1.4319
-0.9343
-1.2866
0.4735
-0.3825
1.513
0.2843
0.5134
1.6669
-1.1445
-0.8203
0.1721
0.4673
-1.8516
0.3447
-0.5605
-0.2296
0.0759
-0.8043
6.095
0.7192
0.7331
-1.1086
0.0585
-0.4976
-0.6885
-3.4644
-1.1586
-0.4287
-0.5352
9.1885
3.0251
1.9706
-0.2414
-1.352
0.9213
0.786
0.7437
1.2585
2.0581
-0.1514
-0.7232
1.3547
-0.7251
1.2598
1.4071
-0.2611
-0.6051
-0.827
-1.7186
-0.5881
-1.4773
3.0599
-0.3708
0.237
0.4235
0.357
0.1742
1.4458
-0.71
0.0743
0.3566
-0.6736
0.337
-0.8812
-1.7622
0.6672
1.253
0.8672
-1.7603
-2.1729
-0.427
-0.3393
-0.8307
-0.4491
0.0189
-1.0435
0.3464
0.5976
-0.5099
1.9368
-0.8391
0.8866
0.9222
0.9991
-0.1196
-0.5919
0.2648
0.4523
0.0997
-0.0421
-0.3669
-0.2757
-0.372
-0.1999
0.3005
-0.7311
1.4877
-1.6168
-0.5201
0.6351
-0.1653
-0.5665
-0.37
0.8965
-1.2248
-1.3515
1.0459
-0.7835
0.8155
-0.3518
0.4474
1.6338
0.509
1.582
-0.4937
-2.1061
1.169
-1.1051
-1.7482
-1.1024
1.3488
-0.0843
-1.4149
-0.6682
-0.8769
0.518
-0.0687
-0.3082
2.4094
-0.0587
0.7038
-1.1437
1.3801
0.1299
2.3582
-0.8156
-0.3039
8.5374
-0.7508
-0.2564
0.7942
-0.8724
0.9344
0.8881
0.6072
-0.8523
-0.5922
-0.6647
0.1658
-0.6717
-1.345
0.6736
0.1061
-0.4264
-0.7209
0.2684
-1.6648
-0.2129
0.2695
-0.7965
-0.3277
0.5824
-1.8879
2.0711
-0.6918
-1.0513
-1.0804
-0.7192
1.0856
-0.4309
-0.6469
-0.2
1.124
0.7198
1.5139
-0.2198
-0.5699
-0.2357
-1.0016
-0.4534
-0.8712
112.133333
0
440
56.73
BREAST CONSERVING
Breast Cancer
Breast Invasive Ductal Carcinoma
High
1
LumB
1
Positve
Positive
3
NEUTRAL
Negative
Ductal/NST
1
Post
1
Left
1
5.052
IDC
Negative
1
ER+/HER2- High Prolif
26
2
Living
2.1772
0.5417
1.0188
-1.8608
-0.4843
1.3628
0.4293
-1.3066
1.2664
-0.3083
0.3681
0.7578
2.3855
0.5445
0.5886
1.9089
1.0518
0.2523
1.3868
0.5804
0.8461
1.0473
3.752
-0.8169
1.4436
1.5095
0.4872
0.561
0.7511
1.3975
0.824
-0.5866
-1.2118
0.3431
-0.5321
-0.1815
1.4618
0.8964
0.3955
1.2215
-0.7508
-0.6723
-0.5792
-0.4062
2.2909
1.9932
0.5728
-0.3507
-1.7028
0.3241
-1.2179
-0.4646
-0.7472
-1.73
1.1085
1.0384
0.8208
-0.1878
0.7253
0.0077
0.4762
1.0657
2.4857
-0.4338
0.131
-1.6042
-0.7233
-1.3225
0.3838
0.5139
0.1145
-0.8492
-0.146
-1.3432
0.4051
0.1383
0.5583
-0.2449
-0.5407
0.932
-1.9479
0.2296
-0.8087
-2.0174
-0.8394
-0.2926
-1.3124
0.0006
0.0616
-0.9086
1.495
-0.3659
0.2464
-0.7499
2.6472
1.1462
-0.8976
0.8386
-2.0505
-0.826
-0.3409
1.5069
0.3979
-0.0454
1.4275
-0.5411
-1.1706
-1.0274
-0.4389
-0.5794
-1.1714
-1.3774
0.6233
-1.3086
-0.461
0.2166
-0.0848
1.3997
-1.361
0.5773
0.6796
2.4016
-1.6391
0.7398
-0.1617
-0.784
-0.6312
1.9272
0.1306
0.369
0.2323
-0.4352
0.4255
0.923
-0.7118
-0.196
0.4904
0.5235
1.2309
2.5203
1.5815
0.3977
0.3683
-1.1027
-1.07
0.8769
1.5188
-0.2493
-0.4357
-0.6575
-0.1867
0.7173
-0.6897
0.5874
-0.4394
-1.1664
-0.23
-0.3083
-1.4854
0.4629
-0.5408
-0.471
-0.6486
0.1016
1.0405
-1.1267
-0.7307
-0.3928
-2.1146
0.3907
0.9777
0.4952
0.9144
-0.0478
3.0729
0.5513
-1.5222
-1.1946
-1.1812
-1.2264
-0.968
-0.276
-0.9639
-0.9318
0.0735
-1.3843
-1.0077
-0.6767
-0.4301
-0.9664
-0.9766
-0.8592
-0.0274
-1.1986
1.8871
1.1178
1.4462
-0.7697
-0.7044
-0.8183
-1.7111
-1.0801
0.9593
0.1415
0.1618
-0.6201
-0.3803
-0.5573
0.2794
-1.1545
-0.1699
2.1063
1.7283
0.2337
-0.7175
0.5792
1.7199
0.8062
2.5924
-0.9659
-0.2326
-0.3545
-0.5949
-1.6673
0.0533
-0.7794
-1.4494
-1.4667
0.3082
-1.1309
0.6029
-0.0879
-0.8409
0.5125
-1.051
0.4966
0.3637
0.8091
-0.8765
-0.5259
1.1179
2.0859
1.7177
-0.3571
0.6842
0.2521
-1.9774
-0.1812
-1.7976
-0.6112
1.9627
0.1581
0.4668
-0.2955
0.9305
-0.035
-0.0906
-0.315
-1.6937
-0.2687
-1.6021
-1.2657
0.0187
1.4171
0.7611
-0.711
-1.0308
-0.5107
-0.6728
-1.1492
0.7649
0.0129
-1.4725
1.236
2.87
-0.7976
0.7836
1.1918
-0.5123
-0.0471
1.2469
-1.123
1.2749
-1.0875
1.41
-1.4514
-0.5139
0.8553
-2.1285
-1.4865
-1.0826
0.6431
-0.9751
0.2302
1.0792
0.0819
-0.2469
0.2849
-0.0728
0.0142
-0.2214
-0.6358
0.5402
1.5533
0.4555
-0.0891
-0.3033
0.5081
-0.4837
-0.7705
0.5181
-0.266
0.8056
0.5315
-0.4073
-1.2171
-1.0156
1.7622
0.4162
0.6522
-1.3436
-0.0726
-0.9477
-0.0371
-1.0031
-0.2261
0.0079
1.1714
3.8082
-0.767
-0.7302
-0.8949
-0.3256
-0.6492
-0.404
-0.2671
0.209
-0.269
-1.3006
0.23
-0.2752
-1.7197
1.0037
1.5422
-0.1255
-0.7611
-0.8669
-0.8293
-0.2779
-1.1774
-0.212
2.0465
-0.3327
2.8135
-0.3361
-0.6238
-0.6234
-0.7999
-0.7029
-1.2729
-1.0856
-0.3379
-0.141
0.9422
-0.5146
1.1493
0.4449
-0.9347
-2.137
-0.2993
-0.7171
-1.2559
0.4235
0.1587
0.0976
1.1875
-0.9907
-0.3602
0.3026
-0.9992
-0.528
-0.039
-0.6738
-0.0632
2.017
-0.0903
-0.6858
-1.0135
-1.628
0.88
0.6771
0.2496
-1.2407
-0.5625
-1.656
2.0781
0.1732
-0.4324
-0.1823
-0.1563
0.1633
-0.1424
0.2709
-0.6122
-0.8241
-1.106
-1.1629
-1.6298
-0.1828
-0.6562
-0.4107
-0.1368
0.3416
-2.1324
-0.3421
-0.5965
-1.1797
-0.3412
-0.1073
-0.7886
-1.5996
0.5162
-0.822
-0.5093
-0.5081
-1.2642
-0.5956
0.3622
-1.0967
-0.2222
0.1897
-0.0134
0.1354
0.8665
-1.432
-0.0551
-0.6954
-0.3956
1.5635
-0.8055
-0.5179
-0.4183
3.2623
-0.9987
-0.145
0.0735
0.473
-0.4009
1.2867
-0.8671
-1.0193
-0.5947
0.596
0.4668
2.1987
-0.501
-0.7813
-0.01
0.2825
0.5414
0.3187
-0.4805
-0.0454
-0.2531
-1.3124
-0.0176
0.3218
0.1854
0.2322
2.2578
-0.928
0.1397
-0.3652
-0.0289
0.8173
-0.5091
1.5022
-1.5145
-0.5189
-0.7738
0.6743
0.2974
-0.4238
0.2151
-0.3591
-1.3884
-0.5618
-0.2867
-0.9477
100.833333
0
442
71.58
BREAST CONSERVING
Breast Cancer
Breast Invasive Ductal Carcinoma
Low
0
claudin-low
1
Positve
Positive
2
NEUTRAL
Negative
Ductal/NST
1
Post
4ER+
Right
1
4.034
IDC
Negative
0
ER+/HER2- Low Prolif
17
2
Died of Disease
-0.357
-0.6023
1.2502
1.2056
0.352
-0.4983
-2.4491
-0.193
0.8847
3.1151
-0.7627
-1.6135
0.647
-0.6676
-2.0083
-0.2339
-1.2041
-0.6923
-0.3614
-0.9646
1.9363
-1.7437
0.0497
0.2192
-1.7298
-2.1112
-1.3706
-1.8051
0.0871
-1.1113
-0.399
-0.2225
1.7628
-0.447
1.2211
0.1391
-1.0038
0.3078
-2.3981
-1.7007
-0.5492
-0.4839
-0.3033
-0.0067
-1.1154
0.6222
-1.046
1.503
1.6653
0.0188
0.4426
1.0752
1.1444
2.3951
-0.622
-0.7359
-0.2036
0.4108
-0.7074
-0.3835
-0.0793
1.5291
-1.1973
0.75
-1.0546
-0.3597
-0.7734
1.7296
1.4001
-1.3701
0.1913
0.0793
1.2077
-0.5821
-1.3066
-0.5699
-0.0315
-0.5124
0.3851
0.883
0.2012
-0.1838
-0.2987
0.4339
-0.5007
0.1937
-1.7747
1.151
-0.8267
-0.6356
-0.4645
0.0914
-0.6988
-0.5272
0.3775
3.1423
-0.5939
-1.2395
2.2948
1.8243
0.3287
-1.1638
-1.2043
-0.1705
-0.9272
-0.3788
-0.1607
-0.1365
0.9134
-0.0014
-1.155
0.5081
0.6047
1.1908
-0.8995
-2.018
-2.0908
-0.9932
0.5049
1.5508
-2.1742
-0.7158
1.1188
-0.1129
1.1813
-0.9857
0.6113
0.1459
1.1392
0.2728
2.2598
-0.6526
1.045
-0.4236
2.2961
-1.5153
2.1441
-2.0464
-1.2959
1.1949
-0.0911
-1.3377
-1.8389
-0.1696
1.5103
0.0865
-0.6929
1.2192
1.1505
-0.2059
0.6041
0.8349
0.3126
-0.4138
-0.9491
0.5634
-0.9357
-0.7179
-1.9761
0.7391
0.9693
1.4558
-0.7715
2.3984
0.8258
1.3364
-0.2534
-0.8377
0.1081
-0.9334
0.0359
-0.4201
-2.4185
1.4619
-1.8516
-0.4745
-0.8416
-1.8299
1.6208
0.6832
0.3235
-0.3272
0.5436
0.1641
-0.3269
-0.0668
-1.3369
0.1987
-0.0343
-0.6162
1.5377
-0.2768
0.1324
0.3729
1.5216
-0.1525
0.7419
-0.2692
-0.7794
0.924
-1.2198
0.539
-0.2557
-1.3552
-0.7745
0.3069
0.335
-0.592
1.17
2.1744
-1.7503
5.244
1.7898
-0.0049
2.7349
-3.3526
1.4833
0.3571
-0.6274
2.2926
0.9996
3.3446
-0.4757
-0.5639
-0.5515
-0.9573
-0.5049
0.9496
-2.4618
-1.5619
-0.4738
0.8299
1.3131
-0.2388
-0.4853
-0.4638
0.6887
-1.7017
1.8785
-1.4048
-1.7172
-1.5384
-1.1091
-1.0098
-0.3357
-0.3387
0.5293
-0.821
2.0201
-0.7949
-1.9919
-1.7755
-1.4598
0.1181
-0.256
-0.587
0.9512
-1.1185
0.3435
2.1507
2.6538
1.1482
-1.4941
0.5313
-0.6042
-0.1079
1.4283
-0.4969
1.7441
0.6479
-1.4572
-0.992
-0.8361
1.1404
-0.4206
-0.7466
-1.3674
-0.5564
0.3859
0.3487
0.1174
-1.3879
-0.1499
0.6634
-0.2211
1.469
0.8292
-0.3295
-0.1359
-0.5738
0.7803
0.6084
-1.7063
-0.2915
2.8266
-0.1583
-0.5436
-1.8289
1.3898
1.4239
-0.7676
0.0827
-0.4446
1.4909
0.9157
2.5767
0.0031
-1.6759
0.7117
1.9764
-0.885
-0.2831
0.2197
0.1127
0.9936
0.8345
-0.7506
-0.9545
-0.3575
-2.1741
1.1976
0.2016
-1.0414
-0.6371
2.7108
-1.8123
1.2088
0.4515
-0.4719
-0.7569
0.241
2.1491
0.1699
1.4955
1.1921
0.0192
-0.2517
-0.7034
-0.4949
-1.5569
-1.8008
0.8533
0.0642
-1.8408
-0.0314
-1.0636
1.1814
0.3236
-0.3976
1.6912
1.2517
0.2346
-0.833
-0.8751
-1.2119
-0.0302
1.8264
0.563
2.7505
-0.3245
-0.746
-0.4141
0.9886
-0.653
-0.3166
-0.5355
-1.2778
-0.6581
-0.3956
-0.0705
-0.7747
-0.0428
0.2987
1.4421
-0.5093
-0.8767
0.7422
1.4216
-0.7455
-0.5425
1.3434
4.6691
1.2726
-2.8724
-0.886
0.0429
-0.1192
1.1953
-0.2927
-2.3227
2.8457
-0.3785
4.9577
-0.4303
1.9044
-0.2474
0.4991
1.4322
0.1946
0.0875
-0.8407
-0.8284
-0.1151
2.8093
-1.1217
1.0083
0.3582
1.5238
-0.4339
-1.2929
1.1426
-0.9504
1.4564
0.3099
4.1047
2.9154
-0.6912
-0.1647
0.3048
-0.152
-0.4626
4.9111
-0.4152
-1.6289
0.4776
-0.7517
1.3854
1.0375
0.7707
-0.0077
0.9342
0.6941
1.1446
-1.2534
-0.0195
0.1644
-1.5866
1.9459
0.1393
2.5329
1.4656
0.2952
0.6805
-0.2266
0.3165
-0.8834
-0.7769
-0.6285
-2.2021
-1.2911
-0.6744
2.1942
1.2312
0.6189
0.7684
1.4383
-0.5076
1.0406
0.8242
-1.5388
-0.8336
0.6532
-1.2253
0.0884
1.2861
-0.2757
0.3885
0.3586
-2.1869
-1.5533
1.6858
0.1609
1.4006
0.0408
0.8351
-0.4479
0.1617
0.1884
0.9528
-0.9401
0.7288
-1.7303
-0.5637
1.8648
-0.5088
-1.0525
-0.2607
-0.726
-0.8519
103.466667
1
443
61.67
MASTECTOMY
Breast Cancer
Breast Invasive Ductal Carcinoma
High
0
claudin-low
1
Positve
Positive
2
NEUTRAL
Negative
Ductal/NST
1
Post
7
Left
0
3.052
IDC
Positive
1
ER+/HER2- Low Prolif
26
2
Living
0.0679
0.1457
-0.0827
-0.1646
-0.2839
1.1872
-0.3042
-0.1478
-0.1224
-1.1148
0.2228
0.2092
1.0874
0.0434
-0.5291
0.1799
-0.5249
0.2881
0.795
0.1197
0.5138
-0.4771
2.9166
-0.3281
-0.5544
-0.3867
-0.6419
-0.7245
-0.46
0.675
-0.8555
-0.2773
1.1438
-0.2228
-0.2354
0.1157
1.5332
0.6998
0.4737
-0.4301
-0.979
-0.2422
0.1669
1.5806
-0.6125
-0.1421
-1.2458
1.3096
1.1146
0.6988
-0.7604
-0.5315
0.0566
0.5306
-0.3625
0.0148
0.1119
-0.5562
-0.6706
0.491
0.9566
0.1689
-0.3477
-0.5179
0.4295
-0.6306
-0.839
0.561
-0.1515
-0.787
-0.4999
-0.6424
0.628
-0.2681
0.4843
-0.3233
-2.0875
-0.9618
-0.0345
-0.5358
-0.2797
-1.2376
0.8045
-0.1503
-0.6645
0.2444
-0.958
-0.7435
-1.7203
-0.9396
-1.0843
-1.4641
0.0028
-0.43
-0.8477
0.6495
-1.8409
0.4472
1.5675
-0.2109
-0.1132
0.718
-0.6927
-0.9253
-0.4122
0.399
0.4835
-0.7035
0.1046
-0.1997
0.6048
-0.8472
-0.4614
0.2892
-0.5526
-0.4899
0.5139
0.2199
1.3434
0.4387
-0.7703
0.4782
0.3041
-0.2328
2.6138
1.1398
0.9205
0.4736
0.8995
0.1656
0.1049
0.107
-0.4659
1.5136
0.2203
-0.921
0.4341
0.3788
-0.3746
1.6918
1.0771
0.9203
-0.6334
1.3331
1.3849
-0.5342
-0.9468
0.344
-0.5159
1.0387
-1.4811
2.5396
-0.6256
0.0324
0.4066
-1.1184
-0.2975
-0.444
-0.2266
0.8308
-0.6553
-0.7213
-0.595
1.1797
-1.1279
0.6942
0.0484
-0.5107
-0.1601
-0.5317
0.0004
0.7784
-1.9581
-0.2103
0.4372
-0.6055
0.4761
-0.6016
0.0213
-0.3684
1.7086
-0.1072
-0.2817
-0.1183
0.3779
-0.9965
-0.0797
0.4506
0.2828
0.2045
0.3635
0.1703
0.9494
2.0893
0.0364
-0.42
2.3856
-0.5216
-0.6502
-1.2532
0.4468
-0.261
-1.3595
1.0617
-0.7648
-0.5825
-0.6476
-0.5665
-0.2651
-1.8234
-0.9424
0.7998
0.6367
1.065
-0.7982
2.0957
0.7055
0.075
1.0416
-0.3834
-0.9481
1.5355
-0.9299
-1.2798
0.6045
-0.6369
1.439
0.3529
-0.187
-0.8565
-0.0888
-0.2614
-1.1162
0.5076
-0.5115
-0.3475
0.2237
-0.1049
-0.222
-0.6565
-0.2849
-0.1507
-0.4529
-0.8057
-0.627
0.135
0.4428
0.8493
-0.7969
-0.7222
0.0507
-0.9813
-0.6784
0.18
-0.2495
0.2294
-0.3889
-0.3018
0.1641
0.3978
-0.702
-0.0545
2.6123
0.5262
-0.5256
0.0514
0.3007
1.3793
1.0839
-0.0023
-1.5154
0.0133
-1.6191
0.3255
-1.1418
-0.3199
-0.5661
0.1166
0.4482
0.0998
0.102
-0.2711
0.4932
-0.1855
0.6951
1.0636
-0.7351
-0.2883
-0.656
-0.9104
1.1712
-0.7016
-0.5041
0.3327
0.2869
-0.3029
0.1398
-0.7981
-0.1799
-0.6124
0.0016
-0.6009
-0.547
1.2663
-0.2633
-1.0867
-0.2439
-1.0395
-0.7544
-0.2858
-1.3631
-0.0512
0.7933
-0.1808
0.3087
-1.5728
-0.378
-1.7182
-0.03
-0.2416
0.6042
-1.171
0.739
-0.1524
0.5664
-1.0584
0.6237
0.2684
-0.3022
-1.4411
-0.0696
-0.7591
-0.5373
-0.1428
0.2378
0.456
-0.1503
-0.1242
-0.9244
-0.6445
-0.3618
-1.3408
-0.1791
-0.483
0.4625
0.8746
0.7015
-0.668
-0.5954
1.2197
0.577
-0.8666
-0.514
-0.4245
-0.4693
0.5562
3.2057
-1.0904
0.412
-1.1149
0.3322
0.3289
0.3272
0.2086
0.2765
0.1346
-0.4735
-0.1025
-0.5029
-0.5037
0.8582
0.1359
-0.1396
0.0077
1.3458
-0.1771
-0.9597
0.9954
-0.2087
-0.0404
-0.1589
-0.5217
-0.0699
-0.1552
0.2864
-1.18
-0.0012
-0.0564
0.6194
-0.5433
-0.2621
0.3869
-0.6097
1.7476
-0.1547
-0.2135
-0.0112
-0.282
-0.7152
0.5144
0.089
-0.6997
0.5519
-0.0555
-0.586
1.2987
-0.9387
-0.0122
-0.0116
-0.7935
-0.7142
-0.6029
-0.4049
0.6083
-0.3635
0.4231
1.7133
0.0039
0.1277
0.8283
0.3194
-0.4077
-0.6563
-0.5911
0.0946
0.4393
0.4684
-0.3582
0.0794
0.0429
0.729
1.0057
0.8513
-0.3679
0.6571
-0.0582
-0.1736
0.696
0.7102
0.192
0.6997
-0.2115
1.0725
-0.4196
0.8717
-0.5389
-1.2237
-0.1233
0.1055
-0.4407
-0.1092
1.872
0.9989
-1.0661
-0.2913
-0.9889
-0.547
1.0744
-0.5279
-0.3364
0.2929
-0.3827
-1.0004
1.9331
0.0216
-0.2217
-1.168
0.8357
0.1974
-0.4736
-0.7885
0.2023
0.3927
-0.9804
-0.6134
1.6874
0.7986
-1.6801
0.0027
-0.8335
0.5343
0.3289
0.5322
0.5795
-0.7994
-0.9089
-0.1391
0.1595
-0.4035
45.033333
0
444
49.87
BREAST CONSERVING
Breast Cancer
Breast Invasive Lobular Carcinoma
Moderate
0
LumB
1
Positve
Positive
2
NEUTRAL
Negative
Lobular
1
Pre
8
Left
18
5.066
ILC
Positive
1
ER+/HER2- Low Prolif
33
4
Died of Disease
0.1594
1.5124
1.0567
0.3966
1.1605
0.0969
-2.6884
-1.3177
0.0054
0.3692
-2.1953
0.5545
-0.5059
-1.4644
-0.1777
-0.7182
-1.4185
0.4041
0.5332
0.8612
1.2661
0.4889
-0.9045
0.2044
-0.8841
-0.7351
-0.5267
1.1308
0.4657
0.3196
-0.7943
-0.1175
1.221
0.6413
1.51
0.947
0.4794
-0.8389
-0.4565
0.9856
-0.732
0.0998
0.7192
-0.5858
-0.7197
-0.6354
-1.1176
1.6194
-0.1877
-0.7979
0.031
0.4966
-1.6625
-1.4912
1.2708
0.4371
-0.6081
0.7904
-0.8051
-0.2922
-0.539
-1.3167
-1.0909
0.3001
-0.1492
0.6423
0.9956
-1.7885
-0.6563
-0.6927
0.1901
0.3347
-0.4617
0.3896
1.0804
-2.2788
-0.8884
-0.1567
0.0105
0.3277
-0.2807
0.7848
0.6036
0.7003
-0.286
-0.6082
0.4434
-0.2306
0.3995
-0.647
0.9417
-0.6895
-0.1377
1.3522
-1.1171
1.1062
0.4243
-0.2531
-0.0162
-0.061
-0.49
-0.3603
0.8285
-0.5918
0.1891
0.8669
0.0889
-0.2565
0.0557
0.4135
0.8136
-0.0328
-0.6555
0.7936
-0.863
-0.0509
-1.5866
-1.6451
-0.1954
1.0303
0.9274
0.1081
0.5275
0.032
2.6601
-0.1471
-0.6928
-1.3839
0.906
-0.5977
-0.7091
-0.5431
0.6965
0.1549
0.3555
-0.3472
0.1555
-0.1413
-1.5203
-0.7845
-0.5066
1.9104
0.0494
-0.5335
0.1559
0.393
0.8927
0.3253
-0.7821
-0.8873
0.084
-1.3112
-0.6145
-1.4963
-0.738
-0.0985
-0.8302
-0.2206
1.5483
-1.137
1.7117
0.3794
-0.7477
0.5786
-0.2112
0.688
-0.3532
0.0598
0.2464
-0.9258
-0.534
-1.3805
-0.7112
-0.9273
0.7002
1.0056
-0.4483
-1.0209
0.986
-0.4815
0.6467
-0.3296
0.2621
0.619
0.0192
0.6909
-0.6503
0.1055
0.7593
1.5523
0.9011
0.2542
-0.6482
-0.8851
-0.6239
-0.3732
-0.1843
-0.2014
0.0083
0.3679
0.3524
0.8005
-1.2109
1.8202
-0.7744
0.0134
1.4309
-1.0982
2.2766
-0.7433
0.2173
-1.8398
0.8642
-0.0796
2.0302
2.7965
-1.8641
-0.08
-1.0781
-0.8823
-0.2296
3.5586
-0.8213
-0.4011
0.6584
0.0503
-1.0467
-0.6117
-0.358
-1.1077
-0.6957
-0.4208
0.7664
-0.289
1.4413
-1.0875
1.2662
0.9406
0.5084
-0.0604
0.4349
-0.1712
-0.0537
0.1242
-0.2037
0.2488
-0.2272
-0.5499
0.9829
-0.2283
-1.1895
-1.8203
-0.9148
-0.5822
-0.8935
0.1339
0.2801
0.2939
0.5285
1.0504
0.3282
0.5974
-0.5736
0.7551
-1.2713
2.0817
1.2811
1.2914
0.5459
-0.8617
-0.791
1.0744
-0.6485
0.8309
0.0289
0.0253
-0.3007
0.575
-0.0229
-0.0271
0.5546
0.1785
-1.7333
0.4157
-0.3976
0.6947
1.4825
2.9165
0.9887
-0.2571
-0.8275
-1.5298
-0.7545
-0.7276
0.0067
-1.3672
-0.9373
0.3972
-1.2168
0.6676
0.7832
-0.3177
1.0713
-0.7039
0.1214
1.0016
-0.7805
-0.0595
0.2811
0.0264
-1.9024
-0.4762
0.0548
0.6436
0.3975
2.0179
0.0805
-0.6734
0.5066
-0.8296
0.1078
0.9139
-0.9592
-0.126
-0.0257
-0.5938
-0.211
-0.7049
-1.6184
0.5816
0.4388
1.9139
0.2113
0.8282
0.3604
0.808
0.4732
0.1732
0.4555
0.5883
-0.1913
1.3954
-2.3318
-0.2853
-0.4417
0.1738
-0.2619
0.2512
-0.7325
3.3702
0.8088
0.0424
0.517
-0.8397
-1.0933
-0.0571
0.0077
-0.4342
1.3897
-0.752
-0.8799
0.5524
-1.0071
-0.5865
-0.2801
-0.4048
-1.1489
0.3545
0.2404
3.0716
-0.9116
1.4786
-1.7408
-0.6826
0.1756
0.498
-0.8727
-0.4325
0.1237
0.8143
-0.6525
1.756
1.8851
-1.2313
-0.5664
0.7348
0.7959
0.494
-0.6207
0.4358
-1.2944
-1.9527
0.5215
-0.0201
0.8114
-0.7014
-1.2943
0.2905
-1.1879
-0.1052
0.7806
-0.1589
-0.1186
2.492
-0.849
0.3202
1.1379
-0.4853
-0.991
-1.1187
-0.4039
-0.951
0.5382
-0.1579
-0.0202
1.9467
-1.1431
-1.0431
-0.8481
-0.4936
-0.2813
-1.9143
-0.4685
-1.3464
2.0008
-1.1515
-1.0399
-1.6232
2.4338
-0.8469
-0.7976
-0.0449
-0.7791
-0.0233
-0.3067
-0.5113
-1.2301
-0.6252
-1.0085
1.8815
2.5672
-0.745
-1.365
1.0892
1.1414
-0.2654
0.3385
-0.0827
0.0088
0.1833
-1.1883
0.7762
0.18
-0.5086
-0.3024
-0.3588
-0.68
0.0574
2.6033
1.2496
-0.7152
-0.7392
-1.0779
0.7573
0.959
-1.08
-0.7461
0.343
0.192
-2.0373
0.3072
0.0844
0.9012
-0.5166
-0.1513
0.6342
-0.1977
0.8572
-0.4932
0.0405
-0.9648
-1.0108
-0.2687
-0.4891
-0.8701
-1.7386
-0.4841
-0.5624
-0.9211
55.466667
1
445
40.07
BREAST CONSERVING
Breast Cancer
Breast Invasive Ductal Carcinoma
High
1
LumA
1
Positve
Positive
2
NEUTRAL
Negative
Ductal/NST
1
Pre
7
Left
1
4.046
IDC
Positive
1
ER+/HER2- High Prolif
23
2
Living
-0.2205
-0.0021
-0.5475
-0.2501
-1.8945
1.0487
0.9255
0.7009
0.2371
-0.8111
0.6309
0.5491
1.3283
-0.4228
-0.9552
1.3923
-0.6777
0.3144
1.4782
-0.538
-0.2991
0.0422
-0.9533
-0.683
-0.7115
-0.3374
-0.4512
0.0436
-0.388
1.0017
0.1203
-0.5915
0.6282
-0.4789
0.9608
1.0445
1.9435
0.307
-0.2946
0.0483
-1.7385
-0.1733
1.2936
1.0695
-0.4613
0.4322
-0.4752
0.2018
1.3382
0.0075
-0.6689
0.8799
2.0873
-0.4401
0.9123
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-1.7222
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0.2005
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0.3812
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1.6227
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0.1914
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0.3507
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4.3719
0.8832
3.1253
-0.2388
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0.3286
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-0.5162
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0.1832
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1.2369
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1.1554
-0.3695
1.4861
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-0.2229
0.8704
-0.5294
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-1.1022
-0.6275
-0.3516
1.1159
1.3414
0.7547
0.0495
0.0268
0.1561
-0.3464
0.1471
0.5872
-0.1726
-0.9454
-0.6395
0.6421
1.8079
0.4732
0.1453
0.8734
-0.3531
-0.0709
-0.553
-0.0189
0.4155
-0.8821
-0.4718
0.4328
0.487
0.0637
-1.1886
0.9367
0.2085
-0.7006
0.9708
2.103
0.4997
-0.6895
-1.0787
0.6198
-0.615
0.0029
-0.8091
3.5551
-0.3521
-0.6392
-0.4599
-0.5521
-0.018
-0.7265
-0.0527
-0.5635
-0.1882
-0.0204
-0.4723
-0.9123
0.8169
-1.1333
-1.885
-0.9931
-1.2211
-1.0811
-1.3762
-0.0724
-0.474
-1.5187
0.1379
0.5503
-0.4304
1.2171
0.3323
1.9211
0.6516
-0.2571
0.0253
-0.9828
-0.2148
-0.565
-0.4497
-1.1163
-0.3534
-0.1489
1.7743
1.5609
-0.3073
0.1033
-0.4955
1.3241
0.4224
0.1432
-0.7485
1.4434
-0.0289
-1.4789
-0.8517
0.3455
0.5629
-0.0508
-0.7412
0.2442
0.2639
-0.8694
-0.3445
0.8873
0.6528
-1.0087
0.2515
-0.5757
-0.176
-0.5021
-0.831
-0.0181
-1.4366
0.0311
0.3426
-0.1443
0.9504
-0.7258
132.533333
0
446
56.96
MASTECTOMY
Breast Cancer
Breast Invasive Ductal Carcinoma
Moderate
1
claudin-low
1
Negative
Negative
3
NEUTRAL
Negative
Ductal/NST
0
Post
10
Right
0
4.048
IDC
Negative
0
ER-/HER2-
24
2
Living
0.4612
-0.8785
0.1836
-0.7082
0.4523
1.1921
-0.9588
-0.0053
-0.9957
0.4147
-0.5049
0.0105
-0.0012
-1.224
0.363
-0.6959
-0.3681
-0.1041
-0.2606
0.726
1.1866
0.6641
-0.3898
-0.4992
0.0833
0.1409
0.9105
-0.0105
-0.1908
-1.0739
0.785
1.7073
1.0902
0.8474
-0.971
1.1099
0.4938
-0.2598
-0.1585
-0.3757
2.1392
-0.1941
1.1616
0.7884
-0.0356
0.0418
0.7286
0.5692
2.4699
0.7896
0.5383
0.0389
-0.2427
-0.0032
0.7003
-0.7648
0.8126
1.4171
1.0287
-0.8477
-1.6361
-0.2371
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-1.0131
0.5248
0.9
0.2086
-0.2531
-0.9338
0.6096
-0.9909
1.3083
-0.6905
-0.8055
-1.2343
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-2.3381
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-1.6697
-0.649
-1.8048
-0.8383
-0.5089
-1.1771
0.0257
2.5172
0.4036
-0.1434
-0.1471
2.8555
2.7055
-0.716
-2.3619
0.1156
0.4716
0.5307
0.3704
-0.3024
2.4594
-0.4514
0.4052
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0.627
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0.5267
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1.6945
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1.299
-0.9829
1.0555
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1.426
1.2465
0.2074
-1.4894
0.3728
-0.8571
-2.1721
-1.8679
-1.4994
2.2282
0.5062
-1.0889
1.2725
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0.5999
0.7621
-0.8036
0.029
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0.5615
-0.2093
1.3437
2.1561
1.9841
3.7556
-0.4754
0.9215
0.5049
-0.3366
-0.1667
-0.5128
2.0603
0.7703
1.2037
1.5318
-0.2874
-1.7248
1.7189
0.9693
2.0613
0.6784
0.1462
-0.7122
5.097
0.5639
-0.4449
-0.5198
-0.3802
0.1969
1.414
1.4773
-1.3656
-0.5413
-0.9584
1.4532
-0.7473
1.3482
0.6889
1.4828
1.5398
-1.0082
-0.9171
-0.3795
1.2554
-0.411
-0.2435
0.0099
-0.7027
-0.8531
0.2247
-1.2754
0.2124
0.6186
-0.8556
0.5384
-1.9615
1.8678
0.5339
0.5678
-0.0216
0.1983
1.0063
-1.0353
1.4516
-0.1623
0.4561
2.0272
-0.5254
0.1919
-0.7142
-0.6585
-0.3736
0.1488
0.8214
-0.1957
0.17
-0.6518
-0.3662
0.589
0.8077
-1.1256
-0.2289
2.0129
0.76
-1.8735
0.1639
0.4891
-0.8602
-0.0269
0.6409
2.1728
-0.0455
-0.587
2.6615
-0.1781
-1.2502
-0.4071
3.1494
-0.3331
-0.184
0.294
0.7755
-0.6177
0.8865
0.6322
-0.6723
0.0428
0.1437
-0.2738
-0.0543
-0.8271
0.4053
-1.7717
-0.0795
-1.4225
1.7779
-0.3168
0.5532
2.0153
0.163
-1.0068
-0.1874
-0.0525
-0.0162
3.2976
-1.6039
2.264
0.991
0.1723
0.0583
-1.5171
3.4142
0.6872
-1.2669
-0.8214
1.462
-0.0749
0.241
0.0219
-1.9303
-0.5832
-0.6827
0.7734
0.3498
0.9029
2.532
-2.0452
-0.3498
0.181
-1.1405
0.6157
0.5711
0.0714
-0.1809
-0.9614
-0.8173
-0.5184
0.1283
3.0391
2.3698
-0.0808
-1.5942
0.5658
0.48
-0.1232
-0.3506
-0.5186
0.488
0.0217
-0.6907
-0.4109
0.143
-2.2787
-0.4076
0.2538
-1.4738
-0.5723
1.0909
0.122
0.5816
-0.396
0.3712
-1.1318
-1.2551
0.4925
-0.8415
-0.0707
-0.3681
0.072
1.4462
1.7894
-0.3331
0.4095
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-0.4571
-1.143
0.6788
-1.2908
-0.4037
-0.5869
1.0361
0.5483
0.3446
-0.7986
0.3066
-0.1539
-2.3065
1.1684
0.5542
0.1252
-1.3176
-0.9424
-0.9824
0.9867
-0.1568
-0.5787
-0.9506
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-0.3535
-1.9236
-1.8877
-0.7482
-1.0754
-0.6004
-1.0107
-0.7239
-1.1016
0.0399
-0.4014
1.2827
-0.0994
0.1916
-0.2982
-1.2296
-1.245
0.2094
0.9292
1.721
-1.3486
3.7009
1.8061
0.7312
0.3616
-0.2159
-0.7264
1.6067
-0.0872
1.59
-1.3771
-0.6068
0.9748
1.4251
1.0945
-0.5752
0.1233
-0.3035
-0.1797
0.6682
-0.9091
-0.5335
0.9043
0.5788
0.341
-0.9327
-0.7955
0.598
-0.5997
-0.6629
-0.4764
-1.7642
-1.1701
0.6471
-0.0102
1.9807
2.0492
0.0956
0.6179
-0.4477
1.2335
1.2349
0.7814
0.2805
1.518
0.0725
0.6579
-0.3797
1.202
1.7289
1.1605
-1.097
-1.9578
-1.0317
-0.5818
-1.5927
-0.4839
1.5704
0.1134
-0.6265
-0.1595
-0.208
-1.3211
0.7544
-0.5061
-1.4523
-0.77
-0.1881
-0.6653
-0.7591
-0.5793
-0.9257
1.9403
1.0992
0.2115
0.3556
0.1401
-0.8803
-0.1272
1.3114
-0.934
-1.5091
-0.0842
2.7026
-0.5889
-0.2381
0.7378
1.3493
-0.8599
-0.1165
0.019
1.6989
-0.0467
-0.482
-1.1938
-0.5875
-0.7544
0.194
0.3555
0.3756
-0.1814
-0.0789
0.4142
-0.6835
-0.906
-1.4139
-1.7503
-0.407
-0.8645
0.3736
72.266667
0
449
54.38
MASTECTOMY
Breast Cancer
Breast Invasive Ductal Carcinoma
High
1
LumA
1
Positve
Positive
1
NEUTRAL
Negative
Ductal/NST
1
Post
3
Right
2
3.07
IDC
Positive
1
ER+/HER2- Low Prolif
35
2
Living
-0.8899
-0.1984
-0.7422
0.0417
-0.6588
-1.0438
0.9467
-1.6357
0.9272
-0.3289
-0.2827
-0.7157
0.7116
0.4179
0.1562
1.4743
1.8235
-0.2486
-2.0789
-0.0394
0.406
-0.4173
0.8419
-0.8172
-0.4377
-0.3605
-0.9586
-0.5854
-1.2581
-0.2956
-0.3206
-0.8403
-0.1442
-0.2802
-0.7815
-0.3562
0.4955
0.7933
-0.5287
-1.2937
-0.6475
-1.502
0.1397
-0.4706
-0.9339
-1.8711
-0.5313
0.2434
1.7698
-1.4266
-1.5065
-1.0994
-0.5912
-0.1768
-0.161
-0.9287
0.678
-0.5129
1.1387
0.8316
-0.1515
1.3057
0.7602
-0.181
-0.0692
-0.0763
-0.315
0.582
0.0449
-0.4067
-0.3315
-0.0532
-0.1232
-1.0064
0.7393
1.7213
1.5453
0.032
-0.0997
0.6185
0.7381
-0.725
-0.7146
-1.2532
-0.6396
0.1433
1.1831
-0.877
0.5678
-1.0137
1.077
-0.6554
-0.9517
-0.4896
1.2269
0.3218
-0.0189
0.519
-0.7863
-0.7047
-1.7792
1.3608
0.043
0.4907
0.4634
-1.7759
-0.2555
0.1659
0.8563
0.9196
-0.9031
1.0435
0.1246
-1.1136
0.6788
-0.3154
0.4925
-1.3054
-1.588
-0.2783
-1.1649
0.9222
1.1668
1.2028
-0.1318
-0.6441
-0.8056
0.2334
0.7645
0.076
0.4756
-0.3205
1.352
-0.8266
0.3763
2.0789
1.4465
-0.3322
2.0732
0.1254
0.355
0.8751
-1.0336
-0.477
-0.4678
-0.8333
2.2075
-0.4849
-0.6393
0.2982
-0.3403
1.1941
-0.1876
1.4334
-0.3528
-1.0242
-0.0097
1.2377
-0.815
0.1739
-0.1118
0.4872
0.0993
-0.0847
0.3099
-0.7602
0.0292
-0.5119
0.3276
-1.0188
-0.3981
-0.8527
0.7958
1.5744
0.679
0.0719
0.3626
-1.155
-0.2754
-0.371
0.3757
1.8742
-0.4389
-0.6144
-0.4165
-1.2345
-1.6268
-1.7365
0.436
0.5419
-2.1505
0.4219
-1.5075
-1.1775
-0.4225
0.1583
-0.1936
-0.6847
1.8247
-1.6124
2.3773
0.3003
0.2628
-0.8581
-0.5395
0.586
-1.4035
-0.6341
-0.1814
-0.1743
-0.1655
2.0559
0.4987
-0.6491
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0.8024
0.0204
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0.1037
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0.5311
-0.544
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1.2509
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0.7432
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0.4762
0.6968
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0.1238
1.2542
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0.7109
0.3221
1.162
0.4556
1.4422
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0.8653
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0.4072
1.4229
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0.533
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0.9467
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0.0577
0.2499
0.8513
-0.1038
0.8124
-0.2918
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1.0679
0.0551
0.3426
0.4513
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0.3572
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1.2903
0.4388
1.5618
-1.2037
-0.4935
-0.5422
-0.3156
-0.9835
0.173
0.7253
1.0938
2.034
0.3303
-0.7889
0.1049
0.27
1.0685
1.2504
1.4075
-1.7245
-0.5442
-0.9775
-0.3321
-0.0203
-0.0097
0.0684
0.9418
-0.7943
-2.0853
-0.4982
-0.7399
-0.1067
-0.9176
0.5334
0.1511
-0.1421
-0.5183
1.2225
0.3077
-1.0713
1.2274
-1.1073
0.3815
-0.5756
0.4114
0.9535
-0.3087
-0.4129
-0.5355
0.2116
-0.6149
-0.2353
1.3199
1.9416
-0.5187
-0.9398
0.764
1.0306
-0.7867
0.88
2.9059
0.7032
-0.0888
-0.1004
-0.5817
-0.5724
-0.1492
-0.5638
-0.8799
0.9482
-0.2149
0.7211
-0.9315
1.1732
-0.3539
-0.9503
-0.5316
-1.3268
-0.1297
-1.3481
-0.0662
0.5467
0.8993
0.3055
-0.7205
-0.1522
-0.976
0.5167
0.7577
0.6041
-0.3057
-0.6574
-1.0213
0.8396
1.4219
0.0571
-1.0063
-0.2387
-0.174
-0.0302
0.1808
-0.585
0.9729
-0.6489
-0.1034
-0.1798
-0.7866
0.9735
0.2118
-0.1747
-1.9969
-0.0772
0.0962
0.6578
0.5161
0.3036
0.7294
0.1359
-0.8584
0.7751
-0.4749
0.5333
0.2607
2.9726
-0.1059
1.7145
-0.5988
-0.5801
0.7621
-0.0927
0.4726
0.3014
0.5969
-0.1395
0.7355
-0.1176
1.0195
-0.587
1.7559
-0.2707
0.2611
-0.9282
-0.767
-0.2598
1.1695
0.6574
-1.1457
-0.7565
1.3173
1.2488
-0.6286
-1.3773
1.1722
0.0948
0.0375
2.8293
-0.5787
0.6207
0.4366
1.532
-0.3002
-1.0701
-0.6514
1.5823
0.5416
2.4766
0.3478
1.1736
0.097
-0.5904
-1.0366
0.5278
-0.5563
-0.4636
1.1461
0.4694
1.393
0.9436
1.0252
2.0038
0.4489
0.415
-0.2573
-0.1962
-0.4198
-0.3152
2.3632
112.566667
0
451
63.2
MASTECTOMY
Breast Cancer
Breast Invasive Ductal Carcinoma
Moderate
0
LumA
1
Positve
Positive
1
NEUTRAL
Negative
Ductal/NST
1
Post
8
Right
0
2.032
IDC
Negative
0
ER+/HER2- Low Prolif
16
1
Living
-0.1907
0.3253
1.1303
0.1999
1.7447
1.7557
0.1158
-0.3063
0.019
1.0589
-0.2866
-0.7704
-0.3059
-1.4065
-1.1836
-0.651
-1.0546
-0.0063
0.5983
2.121
1.3082
0.7269
-0.3122
-0.0919
-1.672
-1.3878
-0.7369
1.0416
-0.4779
-1.217
-0.1012
0.5405
0.3412
-0.4068
1.148
1.4515
-1.3337
-1.35
-0.8923
-0.495
0.8211
0.581
1.5479
-1.3891
-0.3178
-1.0438
0.0992
1.2682
-0.0968
-1.7446
-1.1307
1.3903
0.8387
1.7335
0.4608
-0.6169
0.4978
1.2785
-1.2339
1.005
-0.0058
-0.6818
-1.1073
1.6576
-0.2049
1.92
-0.6615
-0.6185
0.0731
-1.8887
0.6745
-0.2941
0.3871
0.9934
1.0053
-1.4303
0.7832
-0.3612
-0.1827
1.1283
0.0309
0.0214
-0.026
-1.1895
0.1634
-0.9473
-1.1416
-0.63
0.9978
1.4909
-0.9427
0.5264
0.2119
-0.3189
1.4178
-0.1155
0.733
-0.8765
0.7706
1.4901
1.6003
-1.2843
0.9328
1.2064
-0.313
1.1884
0.0538
-0.0685
-0.0817
1.2242
0.8818
-0.1728
0.6371
-0.9591
-0.9093
-0.3369
-0.9011
-1.8714
1.2942
-1.0984
-0.2643
-0.0282
2.0612
0.2178
1.1492
3.5676
-0.889
-1.053
0.0298
0.6254
-0.6675
-0.648
1.2236
-0.6978
-0.1177
0.4115
1.1715
-1.5572
-0.6018
-0.8932
-0.6378
0.7393
-0.4775
1.5688
-0.2706
0.6924
-0.1522
1.0617
-1.4202
0.3658
0.6648
-0.4771
-0.0009
-1.0407
-0.8801
-1.5685
0.2058
0.3449
1.9438
-1.0675
2.3368
1.1175
0.7594
0.2336
0.7156
1.2343
0.1226
-1.144
0.7147
-0.8818
-0.3171
-1.7487
-0.427
-0.5015
-0.2269
1.2527
-0.5227
-0.1662
0.8781
-0.1742
-0.3522
1.9934
0.6021
0.1905
-0.2563
-0.2153
-0.1933
-0.456
-0.297
-1.0362
-0.0748
1.3764
-1.95
-0.6568
-0.1321
-0.0967
1.4344
0.3884
0.5259
0.4249
0.4714
-0.1484
-0.5348
0.3075
-0.6455
1.5803
-0.3699
-0.5225
-0.7773
0.0056
-0.1148
0.1437
-0.4286
0.9457
0.0635
1.9137
0.8886
-0.1587
1.535
0.2855
-0.1609
-0.6078
0.7329
0.1129
-0.8597
-0.7511
0.003
-0.4117
1.5272
-0.0208
-1.1298
-0.1269
0.1957
1.0479
0.3401
-2.3021
-0.3142
0.4339
1.0367
0.2128
1.1146
-0.3763
0.694
-0.0979
0.2435
0.7502
0.7929
-0.7506
0.8256
0.0547
-1.8195
1.8183
-1.4654
0.6057
-1.8675
-0.0458
1.9895
-1.6721
-0.5279
0.8175
2.0169
0.5584
0.0429
2.1163
0.6075
0.9956
0.8442
0.3393
-0.2191
-0.4965
-0.3903
-0.4845
0.054
-0.431
-0.4531
-0.6879
2.3256
1.365
-0.3566
0.0608
2.2028
-0.7884
-1.2545
1.8211
0.6878
0.4034
-0.077
0.8733
-0.0476
1.9145
1.0242
0.6909
0.3015
-0.4321
1.3053
-0.0184
0.0244
3.7639
-0.802
-1.3544
-0.3727
-0.6617
0.0897
-2.0387
0.3212
-0.7093
-0.3901
-1.1548
-0.2731
0.788
-1.8037
1.351
0.407
-0.8304
-0.1259
-0.4826
-1.2468
-0.385
0.6064
-1.3053
1.3141
1.6728
-0.1963
0.376
0.1757
0.1664
-0.4916
-1.7129
-2.1644
-0.8328
2.1905
1.0699
-0.6051
0.7937
2.535
0.9105
0.0959
1.1176
0.6133
0.5987
0.4189
0.2879
1.7186
0.565
-0.1355
-0.1669
-0.8141
-0.7256
2.2948
1.8307
-0.1725
-0.1069
-0.433
-1.1974
-1.0464
0.7909
-0.4199
-0.2429
1.1822
2.0861
-0.2576
-0.9928
0.1825
-0.4493
-0.1242
-0.829
-0.5458
0.905
-0.0567
-0.364
0.4178
1.4245
-0.9404
-0.9354
0.9502
-0.5414
-0.1342
0.7137
0.5847
4.1841
-1.8595
0.8045
1.0963
-1.0766
-0.7805
1.4449
2.7075
-0.6304
-0.21
0.5441
0.5134
-0.1307
3.6066
-0.9794
-0.306
-0.3817
-0.0872
-0.2044
-1.5954
1.1906
0.0699
0.4616
0.0187
0.3643
-0.7417
1.0837
0.5162
-0.6483
-1.5541
0.5978
0.5785
0.1915
-1.2985
-0.167
0.5075
0.0591
0.327
-1.1831
1.1064
-2.1187
-0.3843
0.7678
0.3099
-1.5078
2.2981
0.3713
0.7523
-1.6576
-0.641
0.5241
-0.1257
-0.3661
-0.6647
-1.1224
-1.1801
-0.1992
-0.6183
1.1621
0.6754
0.1656
-1.4138
1.8731
-1.2621
0.1155
-0.2887
-0.7563
-1.1233
-0.2097
0.0337
-0.9803
-0.3307
0.4696
0.542
0.7848
-1.2187
-0.1276
-0.0792
0.2371
0.7999
-1.0056
0.2569
-0.825
-0.4471
0.7271
-0.6694
-0.8277
0.4663
-0.3629
-0.0442
-0.9327
-0.8084
1.4303
0.6859
-0.5739
0.9464
0.1916
0.6043
2.3293
-0.6885
-0.1344
-0.455
-1.5125
-0.8341
1.792
0.5573
0.7879
-0.5531
-0.3857
-0.9235
50.066667
0
452
54.43
BREAST CONSERVING
Breast Cancer
Breast Invasive Ductal Carcinoma
Moderate
0
LumB
1
Positve
Positive
3
GAIN
Negative
Ductal/NST
1
Post
9
Left
0
4.046
IDC
Negative
1
ER+/HER2- High Prolif
23
2
Living
1.5348
1.1761
-1.1258
-1.1995
0.2002
-1.3771
-0.4519
0.0162
0.0526
-1.2874
0.3622
-0.3315
-0.5226
-0.199
0.5126
0.7295
0.0978
0.0699
1.6423
-0.1387
-0.015
-1.0194
-0.8073
-0.2382
0.5876
0.5919
-0.1953
0.0215
-1.1171
-0.1685
0.5574
0.1364
0.2814
-0.1041
0.2631
1.2959
2.0534
0.5952
-0.3305
-0.0579
0.2464
-1.1851
1.2757
1.2419
-0.8386
1.2875
0.2281
0.38
-1.3378
-0.1809
-0.3271
1.5744
0.4163
0.0398
0.7738
-0.9902
-0.351
0.9898
0.6131
-1.1685
-1.0564
-1.1223
-0.1307
0.5381
-0.5272
0.6018
-0.1017
-0.7032
-1.5038
-0.8311
-0.7878
-0.1042
-0.3962
0.5693
0.1364
-0.4105
-0.9121
-0.7965
-0.3749
-0.2475
-1.1737
-0.8817
0.8236
0.4573
-0.9324
0.9268
0.2702
-1.1182
-0.6035
-0.2125
-0.8089
-0.8266
-0.3078
-1.7176
0.2936
1.0419
0.8895
-0.2556
0.2802
0.4574
1.0514
-0.5041
-0.1749
-0.5841
-0.0584
0.3685
-0.4588
-0.4378
0.4638
0.4149
0.0766
0.448
-0.3262
0.4077
-1.0387
-0.0482
-0.1754
-0.6643
-0.8835
0.2767
0.4291
1.3999
-0.1471
-0.5673
-0.4412
-0.7716
0.3912
-0.7116
-0.8353
-0.7026
-0.5767
1.9453
0.8733
-0.8918
-1.6897
0.1575
-0.9777
-0.1789
0.7196
1.4665
0.6654
-1.4954
0.2945
1.5988
0.4367
1.4686
0.0881
0.6608
0.0504
0.1488
-0.2527
-0.7018
-0.7382
0.313
-0.0991
-0.1129
0.0155
0.3913
-0.597
-0.1849
1.7706
0.2643
-0.5521
0.6831
0.0192
1.8546
0.3189
-1.0214
1.574
0.4776
0.4707
-0.017
-0.4864
-0.1839
-0.4571
-1.3185
-0.0165
0.5151
-0.4971
0.4525
-0.661
-0.2721
-0.7453
-0.2342
-0.0783
-0.3698
-0.1893
-0.9765
-0.5112
-1.4335
-0.1421
1.015
0.04
0.1283
-0.3261
1.3586
0.1371
-0.3001
-0.5049
-0.8489
0.846
-0.0097
-0.1391
-0.4195
1.6391
1.3796
1.6089
-0.5227
2.5294
0.4975
-0.5142
0.7363
0.135
1.2144
1.3328
-0.5938
1.0783
-0.3143
-0.7852
-0.459
-0.3535
0.2535
0.8439
-0.446
-0.0283
-0.9245
0.0633
0.1791
-0.4781
1.6056
-1.3965
1.145
0.5603
0.475
-0.0164
-0.462
-0.8937
0.4848
0.9617
1.0176
-0.1991
0.0365
-0.567
-0.9929
0.3429
0.376
0.3151
-1.8651
-0.028
-0.7016
0.3281
-0.4965
0.5153
-0.0235
1.3075
-1.2505
0.3778
-0.7622
0.0349
1.7224
1.5861
-0.8933
0.6778
-0.1391
0.389
0.2243
-0.0646
0.4092
0.3477
-0.6414
-1.4295
-0.5248
0.0087
1.3795
-1.0997
0.5302
-0.0355
0.7244
-0.7742
0.1136
0.5386
-0.5646
-1.5102
-0.2082
-0.6842
-0.4307
1.6303
-0.5778
-0.3853
0.4772
-0.5707
0.8126
-0.0947
-1.0525
0.5588
-0.8673
-0.936
-0.254
-0.9284
3.0904
0.1434
0.0284
0.1182
-0.7363
-0.0023
-0.9516
-0.1043
-0.637
0.8932
-0.6871
0.5999
-0.6391
-1.5937
0.6037
-0.2254
0.1859
-1.2551
0.3068
2.3812
0.0528
-0.2439
0.5212
-0.012
-0.6288
0.2394
-0.9654
-0.2026
0.1411
-0.8809
-1.4192
-1.4922
1.8345
-0.3284
0.4192
-1.15
0.0834
0.7661
-0.803
-0.6252
-0.4324
0.5377
-0.4809
-0.5374
-0.0672
-0.723
-0.6285
-0.7838
0.9286
-0.7164
1.0379
-0.0222
-0.5941
-0.7175
-0.4205
0.1785
-1.793
-0.1708
0.4636
0.1122
-0.0081
0.0027
-1.0004
-0.997
-0.1815
0.0206
0.4839
-0.9785
1.0893
0.5204
-0.616
-0.9702
0.3453
-0.3557
-0.3834
0.2597
-0.0677
0.1425
0.4924
1.0185
2.4163
0.9482
1.2424
1.2015
-0.8522
0.4097
-0.9444
0.4739
-0.3866
0.5444
-0.6504
-0.7713
0.6593
0.2769
0.2002
-0.2064
-0.2713
-0.7433
-1.2952
-0.4456
-1.0106
-1.5321
-0.9816
1.3474
1.4806
-0.3343
-0.8694
2.1195
-0.4826
-0.5205
-2.241
-0.2746
0.2991
1.1486
-0.1793
1.5013
3.0445
0.0432
1.1583
-1.67
2.4542
-0.5236
0.78
-0.7035
0.877
-0.1976
-0.1794
-0.2991
0.7764
1.1723
-0.3505
-0.6266
-0.3178
-0.353
1.5977
0.4525
-0.0628
2.1006
-0.1463
0.8873
0.1614
1.089
1.3734
-0.5118
0.1356
-0.9147
-0.1102
1.509
-0.399
0.0235
0.5781
0.1001
0.0466
-0.8125
0.1928
-0.0066
0.5749
-0.2549
-1.2221
2.8536
-0.3149
1.4833
-0.5288
0.8255
-0.1138
-0.2819
-0.8674
1.3022
-1.5584
-1.1892
-0.3614
1.3992
0.3278
-0.9827
-0.6466
-0.7132
-0.3442
-0.2292
-0.0083
-0.1997
0.2431
-0.2173
0.1971
0.3169
0.9815
-0.5041
-0.072
-0.6864
-0.6534
-0.9374
62.8
0
453
61.11
MASTECTOMY
Breast Cancer
Breast Invasive Ductal Carcinoma
Moderate
1
Her2
1
Positve
Negative
3
LOSS
Negative
Ductal/NST
1
Post
2
Right
6
6.2
IDC
Negative
1
ER+/HER2- High Prolif
100
3
Died of Disease
-0.6985
0.6978
-0.415
-0.1267
-1.1
-2.3187
0.5499
0.5455
-0.103
-0.2427
-0.004
-0.7019
-0.1559
-0.0537
1.3701
-0.369
0.7098
-0.0097
0.8079
0.6994
-0.0346
0.0746
0.1083
0.3744
2.0231
0.5349
-0.2149
-0.8349
0.5275
1.0488
0.2215
-0.332
-0.067
1.918
2.319
0.1606
0.3194
-0.3183
-1.5771
0.7643
-1.2166
1.5699
-0.6494
0.7475
0.4897
0.6243
0.3814
-0.5015
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