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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MASTECTOMY
Breast Cancer
Breast Invasive Ductal Carcinoma
Moderate
0
LumA
2
Positve
Positive
2
NEUTRAL
Negative
Ductal/NST
1
Post
6
Left
0
3.048
IDC
Negative
0
ER+/HER2- Low Prolif
24
1
Died of Disease
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73.7
1
2,686
68.76
BREAST CONSERVING
Breast Cancer
Breast Invasive Ductal Carcinoma
High
0
LumB
2
Positve
Positive
3
NEUTRAL
Negative
Ductal/NST
1
Post
1
Left
1
5.034
IDC
Negative
1
ER+/HER2- High Prolif
17
2
Living
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0.1525
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0.2979
0.7513
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0.073
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0.408
1.1273
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1.9694
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1.4112
2.1868
0.8436
1.7593
1.284
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0.9133
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-1.3509
0.8435
0.3274
0.0079
0.5849
2.563
2.1762
0.4401
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0.7575
2.3656
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-0.1146
-1.1642
-0.5902
-0.1636
0.5584
1.2562
0.4253
-0.8562
-0.2707
-0.063
-0.8237
0.5111
1.7713
-1.3832
0.3601
-0.8321
-0.7523
-1.3947
1.3128
-0.4858
0.3548
-1.1378
-0.6169
0.8943
0.8418
0.1502
-0.4259
-0.2432
-1.0039
-0.1732
-0.3393
0.8221
-0.3737
-0.206
0.0865
0.2459
0.004
0.0927
0.3713
0.4903
-1.2124
-1.0933
-0.4577
-0.1374
0.6016
1.9767
-0.3846
-0.9917
0.923
0.6711
-0.4409
0.153
-0.412
0.9085
-0.4545
0.6045
0.4629
-1.1654
0.9443
0.2731
-0.8929
-1.2563
-0.2756
1.0674
-1.2532
-0.1377
-0.1805
-0.1749
1.0345
-0.4159
0.2893
0.6589
0.9767
1.0409
-0.0302
-0.274
0.5327
-0.0659
-0.6483
0.937
-0.156
-0.8834
-1.2931
4.5524
9.3796
1.2237
177.266667
0
2,705
61.78
BREAST CONSERVING
Breast Cancer
Breast Invasive Ductal Carcinoma
High
0
LumB
2
Positve
Positive
2
NEUTRAL
Negative
Ductal/NST
0
Post
3
Left
0
3.03
IDC
Negative
1
ER+/HER2- High Prolif
15
1
Living
0.8873
-1.124
-0.1188
-0.1234
-1.3204
-0.9796
-0.1164
0.1414
-0.3073
0.755
1.1451
-0.1648
1.1505
0.162
-0.8363
0.966
-0.0973
0.7754
0.4123
0.8601
0.2884
-0.1065
-0.2042
0.0594
0.0711
0.9207
-0.1671
0.3297
-0.4048
0.3226
-0.1723
-0.1352
-0.7342
-0.8996
-0.4678
-1.2962
0.8172
0.3347
1.5165
0.033
-0.6915
-1.78
-0.3614
1.1876
0.1053
-0.7527
-0.1479
-0.0805
-0.7256
-1.001
-0.3865
0.4288
0.3609
-0.0841
-0.0211
1.2337
1.2001
0.1972
0.1801
0.7168
1.5484
0.4987
-0.2467
1.056
-0.3535
0.1642
-0.6586
0.3329
0.0116
-0.0216
0.3528
-0.7435
-0.9601
-0.8352
0.1299
-0.371
0.533
0.2494
-0.0658
-1.0787
-0.3511
-0.7317
-0.9301
-0.3796
0.3841
-0.9148
0.3759
-0.6091
0.953
-0.4763
0.0062
0.7326
1.4456
0.6501
0.0235
0.8284
0.0444
1.2584
-0.6943
-0.6942
1.7244
0.3208
-0.4737
-0.2365
0.5984
0.1851
-0.3224
-0.1117
0.2581
-0.42
0.8792
0.6543
-0.1189
-0.1624
0.1683
0.2779
0.7744
0.0226
-0.277
-0.544
-0.3013
2.3339
-0.1645
-0.6812
-1.0918
-1.0747
-0.6867
-1.5228
0.8963
-0.2419
-1.4139
-0.4885
-0.2279
1.0682
-0.6808
-0.2409
-1.7676
0.5113
1.1705
-0.6018
1.6642
1.5533
-0.7368
-0.7027
-0.7242
1.0852
-0.3619
-0.1779
-1.2728
-0.0428
0.2114
-1.3975
-0.6068
0.4565
0.3026
0.2221
-0.116
0.7251
-2.3062
-0.2867
0.6928
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-0.7373
-0.8809
-1.2201
-0.09
-1.2658
-0.1674
1.0984
-0.6284
-0.753
-0.8577
-0.1258
-0.1325
0.9495
-0.9392
-0.6419
0.2138
0.5573
2.0977
1.0434
-0.2951
-0.7784
1.1388
-0.3088
0.3891
-0.5058
1.0655
1.5245
-2.4483
0.4164
-0.0542
-0.6182
-0.1973
-0.8048
0.6905
-0.1201
-0.6815
0.4767
0.0508
-1.0031
1.4545
-1.0478
-0.4927
-0.491
-0.5914
0.7709
-0.7231
0.8295
1.3634
-0.3005
-0.0734
-0.6806
0.1516
-0.831
0.528
-1.3089
-1.5565
-1.0456
1.2511
-0.2642
0.7441
-0.9195
-0.2677
-0.3174
0.6197
0.4456
0.3162
-0.5809
-0.4207
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-0.8741
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-0.7085
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0.1768
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0.9364
0.0165
-0.7138
1.8982
-0.357
-0.371
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0.3384
0.2985
0.5102
0.0592
0.289
-0.9055
0.3932
-0.9483
-0.5896
-0.5042
-0.4064
-0.6183
-0.0203
-1.4075
-0.4506
-0.6383
2.7311
1.4144
-0.4156
-0.2259
1.2165
-0.9719
-1.2375
0.9326
-0.493
1.395
0.3484
-0.5655
-0.3194
0.5265
0.2353
2.5185
-1.3315
1.0561
0.2985
-0.705
-1.3587
1.1182
-0.2361
0.2559
-0.3935
1.4005
0.1468
-0.9969
0.5307
-0.7606
-1.0326
-0.948
-0.5486
-0.3435
-0.1709
1.1581
0.4044
-0.7719
-0.486
1.2871
-0.5925
1.5486
0.5485
-0.6109
0.9093
-0.3936
-0.9811
0.0866
-0.4554
0.9136
-1.2577
-0.5557
0.3701
2.1
-0.5817
-0.6292
1.0767
0.5048
0.5067
-0.5361
1.0717
0.2773
0.4985
0.1686
-0.0431
-0.7164
-0.4822
0.6695
0.6058
-0.008
0.1506
-0.5563
1.1147
0.4639
0.1677
-0.3605
0.2166
0.5996
-0.0941
-0.4188
0.0876
0.9465
0.0911
-1.1018
-0.9983
-0.7006
2.0167
0.3954
0.5598
-0.4573
0.6447
0.1145
0.2969
-0.6644
0.1349
-0.2699
-0.193
0.1288
0.5882
-0.4287
-0.98
0.1693
-0.5481
0.3775
0.3299
-0.2938
-0.4629
0.0214
-0.0322
-1.6034
0.0374
2.8359
-0.5698
-1.1486
0.1925
-0.255
-1.0137
-0.638
0.0061
0.1521
-0.969
0.2607
-0.2114
-0.5595
-0.2303
0.2906
0.277
-1.7285
0.4063
-0.1005
-0.2377
2.2664
-1.1341
0.4813
-0.1627
0.0725
-0.8552
0.6896
-0.4881
-0.065
1.5477
0.8759
-1.3326
-0.256
0.9641
-0.2354
-0.57
-0.2213
-0.286
0.4307
0.4999
-0.3564
-0.2929
-0.588
-0.1928
1.2124
0.0473
0.3167
-0.3702
-0.6277
-0.3879
0.1316
-0.6277
1.0887
0.669
-0.199
0.3596
-0.7284
-0.7914
-0.7003
-1.5239
0.4118
-0.294
0.5129
-0.3367
1.5686
0.1691
-0.5497
0.0551
-0.3806
1.0484
-0.8651
-0.1416
-0.5455
-0.4117
-0.5034
-0.0128
0.8705
-0.2684
0.2988
-0.2666
-0.0329
-0.6002
-0.6509
0.3442
0.6644
0.5985
0.3752
-1.915
-0.5868
-0.2697
-1.0477
-0.3994
0.7246
-0.1484
0.8932
-0.4763
-0.2329
0.1759
0.2948
0.634
0.5257
0.1739
-0.5074
-0.2972
-0.2261
-0.8213
0.992
-0.4681
0.8741
-0.5552
0.6912
0.2369
2.7433
0.3227
2.9382
163.733333
0
2,708
66.36
MASTECTOMY
Breast Cancer
Breast Mixed Ductal and Lobular Carcinoma
Moderate
0
LumB
2
Positve
Positive
2
NEUTRAL
Negative
Mixed
1
Post
7
Left
0
3.03
MDLC
Positive
0
ER+/HER2- High Prolif
15
1
Died of Disease
-1.0422
1.0586
0.4956
0.3913
-0.4853
-0.357
-0.1714
0.2263
0.6122
-1.0109
-0.8368
-0.209
-0.7414
0.8394
-0.4545
1.0248
-0.0918
-0.3975
-0.5848
-1.7377
1.4173
-0.5174
0.0868
0.3201
-0.0528
0.9397
-0.5652
-0.667
-0.0062
-0.3803
-0.2509
0.072
0.0673
0.2189
0.561
-0.3512
0.9523
0.5708
-0.9838
-0.6148
-0.0681
-1.1271
-0.1714
-1.7497
0.1944
0.4374
-1.9584
0.4326
-0.5989
-0.5526
-0.2506
-0.493
-1.1279
-0.9371
-0.1172
0.1105
1.1019
-0.3153
-0.3345
0.138
0.2148
0.169
-1.7628
0.7264
0.2424
-0.5234
-0.1443
-0.736
-0.6208
-0.1173
-0.5633
0.6705
-1.8564
-0.1799
1.0804
-0.1105
0.3299
-0.1294
-0.3767
0.2448
-0.2582
-1.3557
-0.071
-0.447
-0.5884
0.7548
0.1642
-2.0336
-0.7864
-0.2668
-0.2514
-1.4345
-1.0756
0.2509
-0.7237
0.6474
-1.352
1.7834
0.2446
0.161
0.6971
0.4835
-1.8693
-0.5665
0.4286
0.4782
-0.5498
0.3793
-0.028
-0.5357
-0.3257
-0.415
-1.6356
0.1286
-0.1699
-0.7872
-0.6261
0.7943
0.6851
-0.0316
-0.2723
0.1595
-0.2532
-0.2098
0.0086
0.0536
-0.4851
0.2017
-0.9083
9.7343
-0.915
0.036
0.8938
-0.7543
-0.3548
0.8121
-1.9015
-0.3851
-0.1198
2.4156
0.5873
0.1764
0.3363
0.0622
0.7427
1.873
-0.2856
-0.0616
0.2137
-0.3442
0.5095
0.7662
-0.7215
0.4541
0.1649
0.0658
-0.8054
-0.4594
-1.0073
0.3578
1.7132
0.2887
0.7809
1.5405
0.1361
-0.5081
-1.6582
-0.6644
0.8671
0.3124
0.6714
-0.2932
0.3581
0.0897
-0.9349
-0.3684
-0.3023
0.3869
0.5553
-0.7204
-0.722
-1.4441
0.1837
0.518
-0.1583
-1.6718
-0.3499
-0.2764
-1.2789
0.0323
-0.582
-1.1342
-0.8607
1.1126
-0.5362
0.861
-1.066
-0.9794
0.3761
-1.8269
-0.5401
0.221
-1.2026
-0.5727
-0.0243
-0.6551
0.3109
-0.1472
1.6477
-0.0544
-0.5568
-0.669
0.2107
1.1147
0.4107
-1.148
-0.2794
-0.3283
-0.4317
0.7783
1.1013
0.4678
0.3344
0.5189
-0.3291
-1.317
-1.0785
-0.7611
-0.6064
-1.1443
-1.2176
0.7814
-0.2732
-1.1908
-0.7891
-0.4099
1.2593
-1.8856
-0.272
-0.412
-0.4562
-0.5168
-1.1468
-0.2569
1.5642
0.5612
0.1806
-1.2799
-0.3814
-0.7882
0.2736
-1.2864
-1.0193
0.3249
0.2743
-1.0808
-0.4072
-0.2634
0.706
1.0049
-1.0353
-1.4888
1.1083
-0.388
0.3249
0.2291
0.6648
1.1122
0.374
0.3678
-0.9918
-1.055
-0.1827
0.7051
0.9192
0.3343
-1.9962
-0.745
-2.0358
-0.255
-0.0864
-0.6602
0.4582
-1.9137
-0.8703
-0.0113
0.161
0.4542
0.0553
-0.2161
-0.3863
0.7203
-0.5475
-0.4216
-0.6701
0.2085
-0.032
1.0791
-0.5948
0.9086
-0.7519
-0.6073
0.2636
-0.4913
-2.3824
0.633
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-0.746
0.4155
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-1.5896
0.2084
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0.1243
-1.0093
-0.3904
-0.5628
1.604
-1.0117
-0.4274
0.0203
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-2.5215
-0.0879
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0.5545
0.1941
0.4461
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0.8401
0.1547
0.1562
-0.3909
-0.332
-0.6654
-0.4378
-0.2285
-0.0849
2.6763
-1.0139
-0.2468
-0.2486
-0.8312
-0.312
-0.8149
-1.1419
-0.4022
1.833
-1.6
0.0123
-1.7983
0.1513
0.0022
0.8383
0.383
-0.1598
0.6592
-1.1543
0.7128
-0.5698
-0.3852
0.3799
-0.0642
-0.1345
-1.0951
-0.8461
0.0047
-0.3523
0.1686
-0.8745
-0.6536
0.3487
-0.4921
-0.2695
-0.9381
-0.296
1.4216
-0.0832
0.889
-1.0208
0.728
-0.9994
0.3645
0.2781
-0.5011
-0.5214
0.8386
-1.1653
-1.0759
-1.4024
3.7004
1.3161
-0.3228
-0.0644
-0.9809
-0.381
0.5057
-1.9176
-0.6996
-1.1403
0.1939
1.9662
-0.7545
0.2566
2.03
-0.0142
-1.7694
0.5596
-1.4733
-1.1853
-0.4289
-0.8621
0.5429
1.5255
-1.5037
-0.8887
-0.7613
-0.7414
-1.3778
-1.011
-0.6098
0.2942
0.3821
-0.8711
0.6525
0.5122
1.2491
0.3684
0.944
0.5647
1.0889
-2.2375
-1.0374
-0.5909
0.057
0.1341
0.5578
0.4454
0.9451
0.501
-1.453
0.7799
0.4409
-0.1422
0.0098
-0.346
0.2066
-0.141
-0.2896
1.5011
-0.1135
-0.5383
-0.7616
-0.3403
-0.3765
1.5037
1.5502
0.5737
0.9678
-0.0554
0.0896
-0.7911
-0.4274
-0.8289
0.1559
-0.0056
0.0266
-0.5394
1.0943
0.3425
0.6967
-0.6174
-0.1502
0.5766
-0.3615
0.0068
-0.3227
-0.4613
-0.1438
0.1475
0.8024
-0.3284
0.1283
0.4802
-0.6581
-0.1215
-0.1301
133.233333
1
2,711
48.07
MASTECTOMY
Breast Cancer
Breast Invasive Ductal Carcinoma
Moderate
0
LumA
2
Positve
Positive
2
NEUTRAL
Negative
Ductal/NST
0
Pre
7
Left
0
3.03
IDC
Positive
0
ER+/HER2- Low Prolif
15
1
Living
0.5548
-0.7529
-0.4075
-0.2468
0.5008
0.4784
-0.0234
-0.1392
-0.3666
0.0496
-0.429
-1.7208
0.8779
-0.4214
-0.6623
1.4326
-0.3582
-0.071
1.3948
-1.1144
1.538
-0.6188
0.8839
-0.1784
-0.4244
0.1825
-0.4183
-1.285
-0.4575
0.2064
0.2751
-0.5393
-0.1802
-0.2862
-0.4734
0.5681
-0.6218
0.0455
0.9716
-0.4715
-1.1181
-0.067
1.0566
-0.2475
-0.6209
-0.1892
-0.1023
1.424
1.1319
-1.4609
-1.4581
0.6616
0.3965
0.3836
-0.2807
1.2208
1.3366
-0.6928
-0.1445
0.8461
-0.4384
0.3697
-0.0214
-0.7306
0.9056
-0.8171
-0.8969
-1.0942
-0.5533
0.358
-0.3869
-0.3562
-1.0904
-0.9306
-0.4778
-0.1665
-2.0551
0.3447
1.0188
-0.6043
-0.0493
-0.3736
-1.2368
1.491
0.0831
0.4597
-1.1655
-0.839
0.0051
-0.2432
-0.7227
-0.6096
-0.2528
-0.9612
-0.598
1.3063
1.3973
2.0069
0.1491
-0.3079
-0.1535
0.258
-0.6244
-0.9901
0.3524
-0.5378
0.741
0.3298
0.4651
0.1833
-0.8267
0.0081
-0.7458
0.8408
-0.5894
-0.1463
1.7937
0.4295
-0.6934
0.1679
-0.5911
1.6343
1.0593
-0.2871
1.381
1.1869
-0.7618
-0.0767
-0.4259
-0.5557
0.1277
-0.2483
0.481
0.6834
-0.7999
0.3239
-1.1065
0.4473
-0.3016
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0.373
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5.353
0.3121
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0.6836
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0.6469
0.6537
0.3867
0.5875
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0.1145
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1.2251
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2.2705
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0.0949
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1.2442
0.0639
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0.5096
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0.0751
0.1658
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1.6117
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0.4029
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1.1394
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0.2871
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0.1602
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0.3633
1.6428
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0.8323
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0.5378
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0.278
0.1361
0.512
-0.5603
-1.4825
-0.7747
0.6855
0.0827
-0.7967
0.4291
-1.3786
-0.0548
0.5748
0.7454
0.6758
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0.5662
0.5703
0.5316
-0.3366
-0.0358
-1.9777
0.0214
-0.9733
-0.0291
0.5469
0.1502
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1.1362
0.4437
2.3559
1.0565
0.7232
0.0762
-0.1812
-0.5524
0.2231
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0.5611
0.4827
-0.3965
1.0034
-0.5393
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-0.7687
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0.3033
0.6915
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0.1676
0.8997
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0.1487
0.175
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0.7617
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0.0293
-0.4569
-0.3726
-0.5621
1.2807
0.682
-0.7581
1.7392
2.0725
3.2127
0.9478
201.466667
0
2,712
54.59
BREAST CONSERVING
Breast Cancer
Breast Mixed Ductal and Lobular Carcinoma
null
0
LumA
2
Positve
Positive
1
NEUTRAL
Negative
Mixed
1
Post
7
Right
1
3.022
MDLC
Positive
1
ER+/HER2- Low Prolif
11
2
Died of Other Causes
-0.4686
-0.3299
0.9451
1.0407
0.3979
-1.3356
0.4317
0.1415
-0.8611
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0.135
1.5616
0.3283
0.3718
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0.6224
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1.1613
0.1103
3.5328
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1.3448
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0.2305
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0.3655
0.6877
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1.7932
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0.7812
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0.2189
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0.6039
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1.4058
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1.3457
0.438
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0.3326
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0.0791
1.0829
-0.9078
0.6145
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1.2816
0.8012
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0.6189
0.097
0.1543
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0.5534
0.0005
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0.3011
0.4165
1.0386
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0.5645
0.9875
0.7715
2.3232
-0.8924
0.4363
-1.816
0.0035
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0.5005
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0.5198
-0.0652
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-0.3329
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0.3389
-0.5273
-0.1302
-0.1985
-1.7189
0.0349
1.2621
0.4159
-0.9295
0.343
-0.3001
-0.1519
-0.2038
-0.4114
-0.3189
0.0164
-0.3181
1.579
1.2341
-0.3025
-1.076
0.6016
-0.5671
-0.0112
-0.7738
0.071
0.5531
-0.2556
1.8748
2.4855
-0.7248
0.4941
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-0.8835
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-0.1715
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0.2981
0.1825
-0.1521
0.6673
-0.348
-0.4726
-1.962
-0.6114
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1.2508
-0.7811
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0.6269
1.3906
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0.3287
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0.9691
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0.4352
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0.1647
0.284
0.509
-0.8882
-0.7251
0.6023
-0.3646
0.0278
-0.581
234.433333
1
2,718
47.94
MASTECTOMY
Breast Cancer
Breast Mixed Ductal and Lobular Carcinoma
High
1
Basal
2
Negative
Negative
2
NEUTRAL
Negative
Mixed
0
Pre
10
Left
1
4.04
MDLC
Negative
0
null
20
2
Living
-1.2341
0.4814
-2.4862
-1.5342
-1.4642
-1.4808
1.075
1.2905
-0.1313
-0.3837
0.9098
-0.1226
-1.3784
2.7413
2.1433
0.6893
3.2886
-0.4702
-0.0396
-0.6151
-0.3647
0.1069
0.2159
4.3706
0.6558
2.0164
1.6079
1.2464
1.4675
-1.0255
-0.0316
0.4555
-0.4094
3.7134
0.0278
0.1701
0.2902
0.6201
0.3239
1.6534
3.1279
1.2606
1.5242
0.0542
-0.5407
0.94
-0.5914
0.5965
1.7789
1.0826
1.1717
0.4165
1.9125
-1.8139
0.1203
-0.8741
1.1917
1.4969
1.2838
-1.4984
-1.5008
1.1944
2.9322
-0.0915
3.8333
-1.5723
1.3722
0.1944
-0.1021
0.7593
-1.3439
-0.3841
-0.8534
-1.4353
0.8845
1.4702
0.5139
-0.367
-1.5565
0.8022
-1.3814
-0.3895
-1.491
-1.7514
1.068
1.5863
-0.4847
-0.8941
-0.3662
0.0673
1.6816
-2.1994
-0.9098
-1.5573
0.0306
-1.0385
-1.2286
-0.0472
0.1323
-0.2859
-1.291
0.7973
-1.1349
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0.7547
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1.5957
-0.0283
-1.2871
-0.8248
-1.294
-0.7404
-1.7753
-1.0693
-0.4553
0.2506
0.7353
-0.8138
-0.6177
1.1176
1.141
-1.5374
0.1271
0.4364
0.2933
-0.2162
0.4014
-1.5674
0.3541
-0.5283
3.5682
0.7537
-0.9638
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1.1488
-0.2646
-0.1003
0.8016
2.3448
0.6673
-1.6089
1.8379
0.9517
-0.0845
1.093
0.726
0.8307
-2.2703
-0.7261
-0.1277
-0.7053
1.4178
1.3664
1.9841
-1.733
-0.8411
-0.5608
-0.7492
3.6173
0.3002
-0.1669
-0.739
-0.9592
1.4376
-1.5161
-0.4302
-1.3836
-0.7321
0.6338
1.474
3.2498
-0.2871
-0.8503
-0.7431
-0.2468
0.9464
1.8778
0.8544
0.5898
0.5894
-0.0269
-0.2748
-0.8504
1.5688
1.0504
-0.7212
-1.4362
-2.9604
-0.876
-1.4719
-2.1333
-0.6381
1.2528
2.135
1.7941
-2.0211
-0.4195
0.0863
-0.5521
-1.3884
1.266
2.6845
-0.6742
0.8087
-0.6721
-0.6246
2.0802
-0.413
2.6436
-0.9097
1.1988
-0.1896
0.657
-0.8258
0.322
0.2993
-0.2592
-0.2811
-0.0612
0.0087
-1.6314
-0.428
2.6422
0.0684
-1.3715
0.8249
2.2283
-1.0064
0.1445
-1.1768
-1.072
-2.2082
-0.6764
-1.2948
0.7453
-1.8795
-1.5025
-0.6743
1.1692
0.0171
1.5947
0.5886
0.2573
3.3499
0.4238
0.1119
0.4656
-0.8958
-0.5695
0.8218
-0.3643
-0.686
0.6919
1.0588
-1.6951
-0.1926
-0.1863
-0.7344
-1.0307
0.2938
0.0412
0.4527
0.6554
1.6279
1.0221
-1.8037
-0.8126
-0.642
-1.2173
-1.7194
-2.1391
1.8221
0.6134
2.6427
-0.2752
0.1883
0.0626
-0.038
0.915
-1.8701
-0.4003
1.3999
-0.6035
1.2731
1.7804
2.3026
1.1859
-2.0945
-1.5644
-0.5209
-1.3959
-1.087
2.2592
-0.6168
-0.7762
1.1927
0.3274
0.1508
-0.4037
3.8117
0.3036
-1.6589
0.4275
-1.1287
-1.2
0.5097
-1.4809
0.1419
-0.5629
-0.1497
0.8075
0.4917
-0.4222
-2.8579
0.5916
0.7344
-0.3387
-0.2136
-0.2274
0.2459
-1.8357
-0.0441
-1.7223
-0.7837
0.4683
-0.3002
1.7065
-0.9142
-0.5716
-0.8685
-1.3794
4.2006
-1.7684
-0.085
-0.1211
0.2999
0.2037
-1.009
1.3955
-1.7647
1.8892
2.033
1.0017
-0.2642
-1.3306
2.3432
-0.1743
0.0728
-0.2927
-1.4357
2.1842
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0.4914
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2.1401
0.0412
3.3792
-0.0066
-0.8305
1.1706
-0.2481
-0.3333
1.5142
1.1114
-0.9552
0.4402
2.598
-0.0777
0.2534
-0.4043
-1.1843
0.9796
0.2128
-1.579
-0.0847
0.8125
0.345
3.5094
-0.2116
-1.3918
-0.2568
0.8901
-0.8829
-1.4263
0.6907
-0.0702
0.6106
0.7627
1.2813
-0.5931
0.0419
0.8271
1.5435
-0.665
-0.2675
1.1404
-0.5184
0.2641
-1.4134
0.1157
-1.5998
0.1956
0.8215
0.3594
-0.1721
-0.5497
-0.418
-1.6534
-0.0738
-0.289
-1.0543
-0.9962
-0.089
-2.452
0.8657
0.3499
-0.6489
1.986
0.8106
2.932
1.5019
0.3213
0.9247
1.0338
1.0599
-1.8625
-0.9859
-0.8881
1.3672
0.7214
1.7812
-1.8856
-0.4613
2.1905
-0.6041
-1.431
-0.1159
0.1055
0.4812
-0.6771
-0.8372
-0.324
-0.8045
3.8667
4.8845
-1.21
-0.3076
-0.5315
-0.7778
-0.7364
-1.6958
-0.2568
1.6633
-0.0667
-1.6023
-0.5346
4.4556
-2.1196
0.9163
-0.8266
0.5464
-0.9618
5.6784
0.6648
-2.9389
0.9491
-0.9186
1.136
0.1652
-0.511
0.1523
-0.2828
0.0601
0.4233
-0.2663
-0.3411
1.1097
0.3227
-0.3142
-0.7547
0.3986
-0.3264
-1.6662
-0.6258
-0.7702
0.1742
278.266667
0
2,721
44.82
BREAST CONSERVING
Breast Cancer
Breast Invasive Ductal Carcinoma
High
0
LumA
2
Negative
Positive
1
LOSS
Negative
Tubular/ cribriform
0
Pre
7
Left
0
2.018
IDC
Positive
1
null
9
1
Living
-0.1033
-0.3552
0.0637
0.4759
0.2023
0.0927
0.2918
-1.0908
-0.6234
0.6188
-0.3487
0.9798
-0.3335
0.9575
0.2315
0.6699
-0.2515
-1.8314
1.3004
-0.75
-0.4877
-0.7255
-1.1261
-0.6857
0.3888
-0.7482
-0.721
-0.622
-0.6211
0.5786
0.5142
-1.2553
-0.6227
0.4312
0.5506
-0.3504
-1.3104
1.2796
0.3429
-0.6339
-0.3586
-1.6213
-0.4576
-1.7232
-0.1005
-0.2947
-0.9101
-0.714
0.8289
-0.7218
0.1699
-0.9493
-0.2039
-0.8389
-0.2011
0.0699
0.2596
0.0993
0.0797
1.3299
-0.5232
1.6073
0.554
-0.7669
0.7866
-0.8758
0.5564
-0.8857
-0.979
0.6168
-0.0065
-0.8195
-0.8053
0.3451
0.58
-0.4135
0.1978
-1.4474
-0.145
0.0834
-0.2309
-0.3488
-0.2503
-0.0766
0.5649
-1.1492
-0.5138
1.2235
0.0348
-1.3136
0.1388
0.2293
-0.2441
0.2247
0.3467
-0.9858
-0.0661
0.0355
-1.3123
0.1627
0.6119
0.8421
1.1078
-0.5614
-0.2319
-0.6977
-0.003
-0.2404
0.295
0.4997
-0.5798
0.4149
-0.6389
-0.2468
0.4848
2.1668
-0.0516
-0.6404
-0.5678
-1.1664
-0.9171
1.4662
1.5236
0.4857
0.5916
2.6336
-0.1525
-0.885
0.7619
-0.2171
-0.7551
-0.7047
-0.0466
1.1916
0.7942
0.8401
0.3529
-0.0683
0.7729
0.1662
-1.4158
-0.4535
-0.8798
-1.0478
-0.5322
-0.733
-0.7306
-0.0752
0.2617
0.2178
-0.2299
-0.5483
-0.5627
-0.0008
-0.5238
0.9415
-0.4477
1.3162
-0.8085
0.2623
-0.0152
-0.7969
-0.9127
-0.8039
-0.7431
-0.2392
1.1406
-0.4849
0.7577
-0.3238
-1.2599
-0.3643
0.1164
0.2467
0.7737
-0.923
0.0972
-0.128
0.1062
-0.3977
-0.16
-0.0459
-0.8439
-0.2541
-0.647
0.6227
-1.2768
0.4681
1.3946
2.6281
-0.6763
1.5995
-0.2544
-1.1538
-1.3005
-0.611
0.2983
-0.2337
-0.9615
-1.4031
0.121
-0.2885
-0.6593
0.2932
-0.6075
-0.6721
-0.2215
-0.4235
-0.4523
0.6859
0.1735
0.6925
-0.7901
-0.2392
-0.2073
1.2408
0.474
-0.5446
-0.6592
0.5553
-0.0188
0.9308
-0.4131
-1.1543
0.2223
0.4456
1.4552
0.175
0.1418
-0.768
-0.5022
-0.2829
-0.5219
-1.3465
-0.0498
1.5667
1.1316
1.4194
-0.8775
-0.177
0.7495
-1.0742
0.3223
0.4603
-1.0878
-1.744
2.4935
0.8792
1.5513
0.2018
0.1674
-0.7827
0.1542
0.1996
-1.3146
0.9431
0.1904
1.1021
-0.1112
-0.377
-0.5283
0.3863
0.1365
-0.7268
1.1048
-0.1041
1.051
-0.3925
-0.1004
0.9428
1.1739
0.4874
-0.0164
1.1777
-0.0939
-0.5008
-0.5668
0.2022
0.8145
-0.7991
1.4132
0.1333
-1.2883
-1.0209
-1.2064
-1.8085
-0.2678
-1.4637
0.2954
1.387
-0.5855
1.6636
-0.6088
-0.8439
-0.5879
0.142
-0.59
-0.0168
-1.0545
-0.5847
-0.56
0.2965
0.7763
-1.89
0.8204
1.1528
-0.712
0.4164
-0.7491
-0.1854
0.8483
-0.1984
-0.3682
-0.529
1.4406
0.7145
-0.2461
-1.4308
-1.0058
0.863
0.4073
0.8964
-0.0489
0.735
0.4308
1.0031
0.9449
0.4025
1.5461
1.8168
-0.0101
0.7722
0.1584
0.2978
-0.8228
-0.2103
-1.4068
0.1903
-0.3544
-0.2867
-0.1496
-0.0429
-1.2033
-0.6533
-0.1655
1.4488
1.5955
0.1622
-0.5338
-1.1746
-1.0405
-1.3529
-0.1083
1.4236
2.286
0.3289
-0.4728
-0.3572
0.138
-1.1112
0.742
0.9203
0.5015
-0.6894
0.1965
-0.5792
0.1128
-0.3117
0.2704
-0.8336
-1.1965
0.4475
-0.1696
0.8219
-0.6668
0.837
-0.8151
-0.3033
-1.0783
0.4781
-0.7857
-0.4243
0.9845
0.8128
1.3685
1.3196
-0.3959
1.6859
-0.2655
1.0867
-0.7641
-0.161
-0.7939
0.4349
0.2106
-2.3001
1.2139
-0.5148
-0.464
-0.1575
0.6322
0.4376
-0.6635
0.6054
0.9131
-0.9881
0.4972
1.9649
-1.1919
-0.0599
-0.2017
0.8357
-0.6175
-0.1331
0.4857
0.4225
0.9622
-0.1092
0.861
0.6383
1.3038
-0.634
-0.6505
0.9537
0.3949
0.0108
-0.359
1.7788
-0.0055
0.3935
0.6546
0.3677
0.3417
0.1651
0.6727
-0.2787
-1.1704
-0.3296
0.4406
0.7894
-0.0501
0.1927
-0.2723
0.2295
-0.6223
-0.4146
-0.034
-0.4341
-0.1798
-0.2759
-0.0967
-0.2315
-0.3832
2.8038
-0.6652
-0.5272
-0.3311
-0.824
0.0365
0.5407
-0.0178
-1.1944
-1.3107
1.6329
-0.2401
0.2207
-1.3412
0.276
0.7294
0.4055
-0.0093
-0.3239
0.8891
0.5783
-0.7351
0.8021
-0.8581
-0.077
0.3274
-0.2986
-0.5913
0.1971
-0.1264
-0.3358
0.1556
0.5852
-0.3289
-0.0817
-0.7059
251.633333
0
2,724
60.59
BREAST CONSERVING
Breast Cancer
Breast Invasive Ductal Carcinoma
null
0
claudin-low
2
Negative
Negative
3
NEUTRAL
Negative
Ductal/NST
0
Post
4ER-
Left
0
4.016
IDC
Negative
0
null
8
1
Died of Disease
-0.9705
-0.2174
-0.4628
1.6232
0.0941
1.2258
-1.7885
0.7227
-0.5627
-0.4623
0.2131
0.7251
0.1535
0.8465
-0.4251
0.5774
-1.5189
0.4402
-0.1149
-0.1934
0.7081
1.5908
3.7743
-0.4072
-1.0199
-0.0985
-0.0843
0.3036
-0.4886
-2.4532
-0.5217
0.9458
3.4021
-1.0784
-1.515
0.1724
-0.8614
0.6802
3.0697
0.266
-0.3474
1.4267
0.9459
-0.446
-0.2816
0.5397
-1.9276
2.354
1.4503
0.7044
0.0432
-0.5756
3.1391
2.1813
-1.3427
-0.6735
2.1192
1.113
-0.2239
0.883
-0.6845
0.4635
0.361
-2.0893
1.1328
0.9715
0.178
-0.9227
4.1909
-0.1402
-0.9323
-0.7616
-0.5862
0.7723
2.7255
-0.7474
-2.9317
-0.3673
-2.3961
0.5937
-1.3016
-2.7337
0.5227
0.2244
0.5588
1.8227
0.0104
-1.798
-1.2097
1.6921
0.046
-1.9955
-2.0102
0.0783
-0.4
1.036
-1.1468
-1.9883
1.2676
0.5836
-0.6369
0.2328
1.6963
-0.6022
-3.0315
-0.0334
-0.64
-1.6201
-1.2622
-2.1284
-0.5055
0.5171
-0.9916
1.5328
-1.6311
-1.2554
-1.1204
2.1051
-0.2663
6.3338
-0.6477
-1.3009
0.9616
-3.5852
-2.7328
-0.0674
1.1868
0.2875
-0.715
-0.1775
0.072
-0.9557
-1.4291
-0.9928
-2.0264
-1.0574
0.9344
1.1102
-0.5242
-0.789
4.5385
0.1663
0.1307
-0.1805
1.2002
-0.9661
-0.948
0.6124
-0.3622
-0.4747
0.5261
0.3791
-0.3468
-0.2378
-1.3026
1.1628
-2.8875
-4.9467
-1.5834
1.4381
0.6456
-0.7497
-0.7996
1.4331
-1.6301
4.6032
-1.0836
1.8133
1.2492
-1.4713
1.0545
0.9337
-1.7363
-0.7067
-0.9939
-1.1954
1.052
1.5487
-2.2186
-0.2901
-0.3009
-1.7739
-0.4266
-0.0564
2.083
0.3179
0.8035
-0.0558
-0.1528
0.9225
2.2991
1.81
1.0601
2.8267
-0.9559
1.4173
-1.3284
-0.7357
-0.546
-0.2663
-0.8665
-0.0231
1.506
-1.4944
-0.8705
-0.5827
-2.6587
-0.0861
-0.9684
-0.3129
-0.9559
-0.555
-1.3194
-0.5878
-1.1863
-0.5555
-0.7679
-0.7974
1.7869
-1.028
0.3466
1.5934
-1.5815
-1.1784
1.8033
0.4308
2.5905
2.4548
-1.4567
-1.5027
-2.5932
-1.0599
-1.7859
-0.6246
-0.7648
0.237
0.632
-2.7633
0.2121
-2.0712
-5.399
0.2979
0.0881
2.8699
-1.3074
1.4339
1.4916
1.8418
-0.8818
-0.2646
0.501
-0.9044
-1.5825
-0.6659
-1.209
1.1304
0.4664
-0.9597
-1.7822
-0.3097
3.8287
0.4215
0.2884
1.9172
0.2408
-0.7562
-2.3204
-1.0897
2.1126
0.1352
1.0011
-0.6535
-1.626
-0.0435
-0.4607
-0.5662
-0.999
1.333
0.262
0.6961
-1.8781
0.1244
-1.406
-0.2021
1.1457
4.2953
-1.1898
-0.3124
-1.3329
-1.6204
2.2058
2.2576
0.9427
-0.6557
-1.2068
1.3089
-0.4957
0.3302
-1.2089
-1.2605
0.3385
-0.4203
-1.5424
0.9186
-0.722
-0.7718
-0.238
-2.6885
-1.2695
-0.926
-2.0638
0.5557
-0.8068
-0.3021
-1.1723
-2.5445
0.264
0.3455
-0.5747
0.5689
0.5375
1.2281
1.9069
-0.4064
0.6161
0.8646
1.0467
3.9418
0.68
0.174
1.5651
-2.0125
-0.5315
-2.5915
2.2231
-3.6658
0.7009
-0.3509
-1.1571
-1.4249
-0.1856
-2.8493
-0.8024
0.8402
3.2464
0.5751
-0.3964
1.3099
-0.285
0.3452
0.5181
-2.0356
1.1092
-1.1038
0.0509
1.6167
2.4228
0.7678
-0.6558
-1.3702
-0.9482
3.9278
1.6513
-0.283
0.0149
0.1326
-1.1827
0.0079
0.3823
-0.7604
-0.4756
0.5712
1.4791
-0.0898
0.6431
-1.7643
-0.7603
2.8948
0.346
-1.2794
1.115
-0.1366
-2.5072
-0.0707
-0.024
-0.17
0.7775
1.412
1.4524
0.2084
0.0456
1.3449
-0.5203
3.5443
0.6253
-0.7733
0.0212
-0.5057
-0.6727
-0.2917
1.5135
-0.0458
0.7921
-1.5235
-2.0757
-0.9052
-0.3656
-0.1412
0.3304
-0.3238
-0.3345
0.6177
2.3155
3.3064
-0.7395
-0.6804
0.6202
0.2449
-1.1105
2.9244
1.3735
-0.4782
-0.6817
-0.5363
1.8816
0.6859
2.5271
0.5952
-0.6656
-0.4527
0.4817
-0.5628
0.3876
0.6579
-1.7994
-0.4813
1.2111
2.0982
-1.3503
-0.5498
-1.0995
-0.8586
-0.8653
-0.9881
-0.064
-0.2309
-0.6362
-0.1881
-0.799
-1.3017
-0.9775
2.3038
-0.1233
0.6165
-0.2732
-0.4517
-1.687
-0.4709
-1.741
-0.4903
0.112
0.9512
-0.5019
-2.0444
-1.2648
-1.3574
0.4952
-1.2733
-1.5054
-1.5392
-0.4482
0.5127
1.7255
-3.0389
-0.5862
0.447
-2.6013
-2.3337
-0.0743
-0.3652
-1.1276
-1.5101
-0.7506
-0.8575
1.0335
-0.2974
-0.7884
0.6157
-0.5191
108.066667
1
2,725
44.88
BREAST CONSERVING
Breast Cancer
Breast Invasive Ductal Carcinoma
Moderate
0
LumA
2
Positve
Positive
1
NEUTRAL
Negative
Ductal/NST
1
Pre
4ER+
Right
3
3.03
IDC
Positive
1
ER+/HER2- Low Prolif
15
2
Living
-0.9075
-0.2869
-1.2741
0.3892
-0.1055
-0.9126
0.3128
-0.3326
-0.4145
-0.3338
0.3781
-1.2385
-0.2075
-0.4877
-1.6848
0.1843
-0.3985
-0.4082
-0.4824
-0.6904
0.0576
-1.3259
1.0227
-0.3445
-1.4975
-1.6503
-1.1119
-1.1927
-1.1018
0.4117
-0.7353
0.0184
1.3299
-0.5882
-0.7926
0.2593
-0.4283
0.7314
1.1771
-1.5318
-1.1623
-0.4275
-0.2437
-0.4494
-1.3449
-0.884
-0.3722
1.2392
-0.3223
-1.4856
0.1385
0.1822
0.2635
0.8539
-0.4288
0.6028
1.8111
-0.2651
-0.3271
1.2213
-0.598
0.4072
0.6658
-0.262
-0.915
1.737
-0.4048
-0.238
1.2232
-0.0861
0.1977
0.4355
-1.1279
-0.5882
1.0317
-0.8351
0.0401
0.7366
-0.4459
-1.119
0.9143
0.5808
-1.7236
-0.0281
0.3431
0.5841
0.1175
0.2871
0.3656
0.3047
0.9962
-0.1522
-1.3432
0.3755
-0.7643
1.3301
-0.6331
-1.0026
-0.0539
-0.6619
-0.1832
-0.237
1.4367
3.3102
0.6407
1.6607
0.6385
-0.4194
0.6969
0.6606
0.4296
0.5996
-0.5319
2.3818
-0.2629
0.3092
-0.5965
-0.3526
-0.0807
-0.4107
-1.9641
1.1932
0.8614
-0.7218
0.0397
-0.0688
-0.1068
-0.2243
0.8011
0.383
0.9209
-0.3338
0.5635
-0.3918
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0.7446
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2.7582
1.5278
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0.31
2.0416
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0.3092
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-0.6396
0.012
-1.4417
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0.224
0.7745
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0.3442
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0.8127
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1.7021
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0.3424
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0.1203
-0.6834
0.1213
-0.5852
0.4634
0.1966
0.3526
-0.6048
-0.9472
1.826
-1.6193
-0.539
-0.3852
0.5991
0.6825
3.1138
-0.024
1.6552
-1.0533
-0.2666
-0.6143
-0.3488
-0.3476
-0.3611
0.0522
-0.4179
1.0057
-1.1538
1.3846
0.6853
0.0373
-0.7469
1.5264
1.0364
1.5941
0.2988
-0.5299
0.2729
0.9178
3.8054
0.8088
0.7759
-0.1888
-1.0743
-0.225
-0.9205
0.7467
0.327
-0.6265
-0.2354
-1.3755
-0.5623
-0.8056
0.8777
0.9003
1.4816
0.2797
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0.3238
-1.5769
0.1024
0.5608
0.0243
-1.1673
-1.192
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0.4955
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1.093
0.4866
2.915
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0.591
0.2711
3.8164
-0.9901
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0.4182
-0.1719
0.4596
-0.6554
-0.2519
-0.3463
-0.4326
236.933333
0
2,728
28.62
MASTECTOMY
Breast Cancer
Breast Invasive Ductal Carcinoma
High
1
LumB
2
Negative
Positive
3
NEUTRAL
Negative
Ductal/NST
0
Pre
9
Left
11
6.08
IDC
Positive
1
ER+/HER2- High Prolif
40
3
Died of Disease
0.2577
-0.0361
0.5662
0.1608
-1.1239
-1.2697
0.0867
0.2968
-1.3806
0.5298
-0.3011
0.6067
-1.3458
0.0869
0.2072
1.003
-0.4408
1.5844
-0.4818
-0.5077
2.1276
-0.0164
1.07
0.0011
1.4167
1.0908
-0.0045
0.504
0.1414
0.4634
0.6378
-0.2507
-0.2523
-0.5091
-0.6568
-0.0043
0.0667
0.412
0.7861
0.0536
0.2745
-0.9675
0.8651
0.1421
1.1015
0.5035
0.9847
0.422
-0.2216
0.8034
0.9101
-1.1087
-0.7404
-0.6565
-0.207
-0.0286
0.9982
0.3555
0.6071
0.0096
-0.7149
0.0092
-1.0188
-0.6182
-0.8972
-0.4417
0.0158
-0.8719
-1.3788
-0.2968
0.0838
-1.4326
-1.4429
-0.4971
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-0.3247
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0.5072
-0.0758
-0.7566
0.042
0.1741
-0.3591
-0.111
0.3939
0.613
-0.8194
0.4478
-0.3427
2.7264
-0.0584
-0.7402
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-0.0055
1.6681
0.9123
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-0.7722
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0.466
0.5254
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1.0283
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1.005
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0.33
0.0938
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0.5832
0.1593
-0.3963
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0.996
-0.2101
0.4832
-0.1
0.3146
-0.1127
-0.2823
-0.6014
0.8204
-0.3114
0.3621
0.8337
-1.1549
0.8582
0.3131
0.315
0.4827
-0.95
-1.6864
-0.2556
-1.4588
-0.7658
0.9998
-0.1978
-0.767
-0.1099
-0.548
1.0662
0.6168
-0.4168
0.4718
-1.3978
0.2788
0.9386
-0.5949
-1.543
0.222
0.2826
1.2775
-0.6663
0.4999
1.0347
0.7479
-0.5456
0.2474
0.2256
-0.3492
-0.3017
-0.6321
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0.1638
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0.1964
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-0.769
-0.7171
-1.0037
-0.8705
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0.9203
0.3725
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0.6303
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0.6388
0.7669
0.5544
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0.1938
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0.0585
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1.1108
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0.0661
1.8194
0.5968
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0.4439
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0.1156
1.0332
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0.3935
0.2461
0.2826
0.192
0.48
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0.3302
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0.6588
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0.026
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0.8107
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1.3502
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1.0995
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0.047
1.4025
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0.1812
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0.6215
0.5851
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1.3916
0.5907
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0.2752
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0.6999
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1.13
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0.9494
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-0.9145
-0.4902
-0.9589
-0.6343
-0.6025
-0.2585
0.5923
-1.0161
0.292
-1.4362
1.4682
-0.479
1.0856
0.0153
0.5791
0.7338
-0.8333
0.9756
-0.143
-1.1024
-0.8435
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-1.0637
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-0.328
0.3061
0.2722
-0.0732
0.243
-0.3663
-1.5613
0.5271
-0.575
1.0684
0.1718
-0.7859
0.5558
-0.1398
0.3809
-1.0378
0.7351
-0.7684
0.0792
-0.7506
-0.7742
-0.032
0.1835
0.4081
-0.2306
0.7724
0.2494
0.1703
0.3067
-0.5692
1.2867
-1.7662
-1.4357
-0.2943
0.2392
1.2063
-0.1773
-0.9507
0.5757
-0.2078
-1.0534
-0.5634
-1.3446
-0.9792
1.4418
-0.8401
-0.5869
1.2755
-1.8257
-0.1323
0.0405
0.6811
-0.9829
0.8549
-0.2699
1.3168
-0.822
-0.3785
-0.0675
-0.2455
1.1195
1.3165
-0.7454
-0.6358
-0.5802
-1.0603
-0.7186
-0.1446
-0.1084
0.8295
0.332
-0.4268
-1.0471
-0.8419
-0.7135
-0.4822
-0.6087
-0.37
-0.4712
-0.3162
0.6882
0.136
0.3124
1.1925
0.5146
-1.4558
0.2727
-0.5104
-0.3263
0.7358
1.4089
-0.3279
1.3022
-0.257
0.8429
-0.5396
-0.2915
0.2532
1.0054
0.4345
-0.7803
0.2614
0.3792
0.8699
-0.7566
0.4956
1.2171
0.5183
1.3078
-1.3585
0.1664
-0.5376
0.2917
-0.6121
0.4775
1.0175
-0.2337
-1.5024
0.2727
0.1753
-0.7623
51.4
1
2,730
61.99
MASTECTOMY
Breast Cancer
Breast Invasive Ductal Carcinoma
High
0
LumB
2
Positve
Positive
3
NEUTRAL
Negative
Ductal/NST
1
Post
1
Left
4
6.07
IDC
Negative
1
ER+/HER2- High Prolif
35
3
Living
1.3717
-0.3221
-0.0495
-2.5416
-0.4067
-0.1076
1.2399
0.1493
1.4364
0.559
0.2747
-0.7219
2.3528
0.4031
0.5975
2.684
0.9524
1.8767
1.1484
-1.7856
1.0784
1.1077
1.5718
-0.6298
0.5461
1.3626
-0.3109
0.5596
-0.4642
0.9048
-0.1518
-1.0094
-1.1669
-0.0935
-0.1791
0.8339
-0.5994
0.2383
0.0118
-0.0445
-1.5538
-0.4249
0.3922
1.1348
0.5216
-0.9627
-0.1891
0.4389
-0.6065
-0.2903
-0.4041
-0.4463
-1.5287
-0.243
4.9764
-0.5963
0.7906
0.0069
-0.6382
0.5908
-0.1581
0.2663
0.9364
-0.9043
-2.2056
-0.7636
-0.5235
0.0635
-0.3841
-0.6562
-0.8163
-0.6832
-1.5204
-0.3761
0.0034
0.7861
1.2878
-0.1911
-1.7736
-0.4246
-2.0056
-1.4351
0.1237
-0.2987
-1.6115
-0.1694
-0.102
-1.2066
-1.0226
-1.6236
-0.9963
-1.6669
-0.6059
-1.6816
0.0337
0.4305
1.6252
0.507
0.5846
0.4876
0.4976
-0.8226
-1.2682
3.6031
-2.8923
-0.3826
-0.8219
1.7632
-1.238
0.5666
0.1662
0.2953
-0.6117
-0.5609
-1.3965
0.063
-0.156
1.5409
1.1016
-0.1211
0.7381
1.0052
0.583
-0.5334
1.0784
-1.2716
-0.2747
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-0.5467
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-0.9383
-1.3476
0.6394
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-0.3223
-1.4271
0.6997
0.3752
0.8206
-0.8083
-0.5553
-0.7307
1.3865
0.4188
-1.7857
-0.454
0.2051
1.7957
-0.6278
1.5154
-0.8107
-1.5695
-0.4483
0.1362
-0.5406
-0.6328
0.6346
0.0489
-0.605
0.9041
-0.3732
-1.1352
0.1302
-0.8308
1.3529
0.0547
-0.2489
0.3311
-0.6851
-0.4881
1.04
-0.8441
-1.2275
-0.2915
-0.177
0.3199
-0.3442
-1.7439
0.484
-0.8199
0.7404
-1.0683
-1.4539
-2.3206
1.1165
0.124
-0.0479
0.24
-1.0907
-0.3673
-0.3742
1.2114
0.9087
-0.4849
-0.8524
-1.6144
0.0171
-0.5634
-1.0381
0.1635
-0.6776
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0.4609
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1.9725
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1.2715
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0.9876
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-0.0856
-1.1386
0.0982
-1.8092
-2.875
-0.6761
-1.7155
-0.7478
0.0858
-1.242
-1.7402
-1.2083
1.604
-0.8497
0.2708
-0.9312
0.1984
0.7779
0.9272
1.3543
-1.3854
-1.9535
-1.8611
0.4984
-0.6808
0.0757
0.4703
-0.5281
-0.7739
-1.6262
-1.8169
-1.3964
-0.9352
-0.301
1.1995
-0.8566
-0.2655
-0.1876
-0.0825
0.4115
1.4497
0.1262
-0.3316
-0.3709
-0.8654
1.6338
-0.4558
0.0533
-0.9929
-0.4898
-0.1508
-1.0399
-0.9207
-0.6494
-0.1275
-0.861
-0.3525
1.4929
0.6871
-0.2014
-1.1561
1.877
-1.0847
1.0151
-0.9535
0.1259
0.3274
0.1876
-0.1776
0.3156
0.4156
0.7341
0.345
-0.7455
0.0073
0.3503
-0.6066
1.6718
-0.2117
-0.552
-1.1033
2.2646
-0.1223
0.9688
-0.5008
-0.845
-1.033
1.077
0.6008
-0.4081
-0.703
-0.1966
2.5726
-1.4546
1.3471
1.9663
1.0932
1.0374
-1.0607
0.2633
0.4069
0.6057
0.1999
0.9149
-1.2256
0.6479
0.1325
-0.3279
0.0734
-0.8445
133.733333
0
2,735
49.94
BREAST CONSERVING
Breast Cancer
Breast Invasive Ductal Carcinoma
High
1
LumB
2
Negative
Positive
3
GAIN
Negative
Ductal/NST
0
Pre
6
Left
1
5.024
IDC
Negative
1
HER2+
12
2
Living
0.0902
0.0598
-0.2987
0.8126
0.6122
-0.4029
1.403
0.1074
-1.719
-0.4962
-1.3646
1.0185
0.2117
-0.3481
1.0933
-0.122
0.4354
-0.5851
0.2125
-1.3055
0.116
0.8
0.2309
-0.0712
0.2159
-0.3224
0.7884
0.6308
0.4896
0.6998
0.8022
-0.2334
0.1184
-0.4927
1.0245
-1.626
2.1623
-1.4876
0.1081
-0.0858
0.925
0.513
-1.1857
0.4879
1.2174
1.5039
0.4146
0.0954
0.275
-0.4595
-0.0366
-0.781
-1.7568
-1.6726
0.7802
0.4914
0.9938
-0.1034
-0.0738
-0.4424
0.6429
-0.171
0.055
-0.2337
0.5355
0.9537
0.5773
0.1359
-1.802
-1.3607
0.3302
0.4642
0.8933
0.1602
-2.904
1.3439
-0.8898
-0.5086
-0.632
-0.7949
-0.1573
-0.2221
-0.6811
0.9491
0.0282
-0.0597
0.6773
0.3589
0.6312
-0.2517
-0.5841
0.444
1.0697
-0.3948
-0.3187
1.3762
-0.2615
-1.3376
-0.2672
-0.505
-0.5706
-0.0362
-1.1312
-0.7685
-0.3354
-0.0943
-0.1814
1.1784
1.2211
-0.4494
0.1734
-0.8322
-0.5648
-0.929
1.2937
-0.1433
-0.6657
-1.7716
0.6838
-0.1459
-0.5029
-1.8539
1.2904
-0.627
-0.3875
-0.2576
-0.0226
-0.7954
0.7196
8.873
-0.8652
-0.2084
0.2123
-0.7835
0.9026
0.1642
0.1346
1.391
0.8863
0.2795
1.3986
-0.0541
0.9756
-0.5954
-1.1648
0.0622
-0.519
-1.5713
-0.2663
-0.3966
-0.9127
0.2331
-0.4788
0.9108
2.3214
0.2573
0.2848
0.329
-1.144
-0.2734
1.7364
4.9616
-0.1381
-0.9589
-0.9525
1.1585
0.9503
0.8213
-1.7351
-0.3741
2.076
0.1014
0.4778
-0.3395
-0.64
-0.8703
-0.5777
-0.1965
1.1855
-0.3808
-2.5129
-0.2761
-0.7592
0.8047
0.9402
-0.7278
-1.5604
-0.7192
1.3514
-0.5037
-0.9008
1.354
1.1537
0.59
-0.1976
0.9961
-2.311
-0.1132
1.6217
-0.8799
0.4977
1.7965
-0.041
-1.4241
0.7747
1.4409
1.1411
0.7526
1.6879
-0.5264
1.2531
-0.8711
-0.0608
0.2017
0.1059
0.044
-0.8436
0.2877
-0.5466
1.47
0.0663
0.2285
1.2036
1.1169
0.3382
-0.8591
0.8089
-0.5645
-0.0047
-0.789
-0.7401
0.181
0.8757
0.3782
-0.2352
0.0278
0.7782
1.5459
-0.2891
-0.071
0.6273
1.3281
-0.4361
0.7979
0.7483
1.7455
0.2689
-1.9103
0.7417
-0.3194
-1.683
-1.9142
-0.0354
0.1863
0.092
0.4015
0.9952
0.6416
1.5645
1.8793
0.187
0.0865
0.8776
0.8726
1.6148
0.3726
1.8721
0.2844
0.265
-1.5297
-0.1841
-0.1423
-0.7191
-0.9415
-0.2432
0.12
0.4484
-0.6413
1.3421
2.1318
0.3285
0.2212
-0.8913
1.4183
-0.2715
0.2745
1.3774
-1.9463
0.3646
1.3838
-0.9525
0.3011
0.2249
-0.1744
-1.6382
0.6211
-0.8162
1.246
-0.5996
1.1824
1.6434
-0.1699
-1.2239
-0.8706
0.0623
-0.3884
-0.2868
0.0385
3.8299
-0.8094
-0.1081
-1.0612
-0.2753
-1.4286
-0.721
-0.0801
1.2632
-0.2565
-0.8474
0.6682
-0.2426
-1.2614
0.485
0.6323
-0.4442
1.032
-1.0316
-0.8606
0.2631
0.3294
0.7035
1.2819
-0.1383
1.0096
0.5908
1.0646
-0.6833
-0.5031
0.7092
4.5295
-0.024
-0.6367
-1.8348
0.0377
-1.6708
0.3758
-0.1157
-0.4012
2.7016
-0.7758
-1.573
-0.5021
1.4766
-1.0757
0.8865
0.6403
-0.6038
0.8356
0.0883
1.0002
-0.2661
-1.2683
-1.0251
-0.258
-0.2883
-1.9265
1.1989
-0.8589
0.5317
-0.8018
0.8092
2.1802
1.2809
3.3357
1.0519
0.151
0.157
0.3189
-1.1607
-0.8129
1.5134
1.4909
2.1233
-0.4347
0.2833
-0.9463
0.6164
0.5443
-0.4035
-0.8276
-0.516
-0.3357
-1.108
0.0234
0.2062
-0.2941
0.3663
2.8282
0.8613
-0.203
0.2739
0.3522
0.2219
0.6001
3.0338
0.5673
-0.7731
0.1989
-0.1568
1.4667
-0.5324
0.4022
0.8202
2.1993
-0.1743
0.2107
-0.3086
-1.1703
-0.9656
-0.1149
-0.1469
-1.2637
-0.5905
-0.7449
-1.2371
1.781
0.7969
0.3257
0.3176
0.2406
-0.6952
-0.6859
-0.5951
-0.5355
-0.0614
0.5673
0.1809
-0.9086
-0.2176
-0.9161
0.3773
-0.914
-1.0823
-0.9904
1.103
2.7046
-0.8918
-0.2698
2.1829
-0.4217
0.1427
-0.1863
-2.1804
-0.4567
-0.9897
-0.8657
-0.1147
0.286
1.8134
-0.9219
-1.0738
0.9595
-1.9082
0.086
0.2962
-0.8238
-0.9162
-0.0636
-0.8809
-0.1429
3.0721
1.5889
-0.8254
-1.5085
-0.6329
-0.8985
-0.8202
0.3381
-0.0071
0.8256
-0.1546
0.0452
1.3653
-0.8119
-0.7039
0.4379
-0.9353
-0.2689
-0.726
274.5
0
2,742
48.25
MASTECTOMY
Breast Cancer
Breast Invasive Ductal Carcinoma
High
1
Her2
2
Negative
Negative
3
GAIN
Positive
Ductal/NST
0
Pre
5
Left
3
5.03
IDC
Negative
1
HER2+
15
2
Died of Disease
-0.4504
-0.4296
-1.4688
-1.3087
0.8113
1.4881
0.4242
0.5051
0.7793
-0.3275
-0.9137
-0.8474
-0.5995
0.0708
-0.1718
1.0885
0.7211
-0.3202
0.5009
-0.8415
2.5539
0.1789
-0.2871
1.2361
0.6472
0.9309
1.6662
0.0779
0.9622
-1.4671
-1.0966
0.1966
-0.2557
0.035
-0.1307
1.1505
1.2587
-0.5605
0.5029
0.0256
0.6045
-0.0949
1.2174
-1.0158
-0.5642
-0.3615
1.0401
0.391
2.1136
0.5662
0.2667
0.1816
-0.2359
-1.3606
-0.2997
-1.0327
1.1203
1.2838
0.1358
-1.7583
1.3503
0.1443
-0.4306
-0.9827
1.0528
-1.2607
0.2748
-0.4275
0.2486
2.2036
-2.205
2.0868
-1.3214
-0.6849
-1.812
0.9644
-0.5136
-0.522
-1.7657
-0.785
-1.9582
-1.0048
-1.6443
-1.5537
-1.0577
0.4388
-0.4131
-0.7935
0.2454
1.0076
0.6462
-0.5133
-1.0639
-0.2028
-0.5696
1.9428
0.3337
0.5032
0.2615
-1.3646
-0.1928
-0.0206
-2.3329
0.6918
0.8092
-0.3135
-1.2215
-1.0518
0.1226
-1.3781
-0.5137
0.5163
-0.3918
-0.2949
1.1181
0.3945
-0.111
-0.0586
-0.0725
0.0834
0.8322
0.0604
-1.9229
1.0533
-0.3846
-1.4229
-0.0976
0.2876
-0.8313
0.654
0.3847
1.1366
0.7522
-0.7944
0.0801
0.7599
0.4682
0.868
-0.0372
0.4828
0.2235
-0.8608
1.0399
-0.4016
0.3183
2.1066
-0.2741
0.8704
-1.5868
-0.5818
-0.5211
0.513
1.1586
1.1931
1.8006
-0.6209
2.4959
-1.6664
-0.8786
1.1006
1.0467
-0.397
0.9949
1.1337
0.1768
-0.7781
-1.5487
-1.5186
0.4374
0.1781
1.8932
0.0729
-0.0109
-0.6972
-1.3087
-0.2416
0.5957
-1.3879
0.436
0.5622
0.2921
0.3738
1.0836
0.1744
0.8895
-0.3916
-0.1061
0.0672
-1.4829
-0.2049
1.4186
-1.7422
-1.0563
0.541
1.8364
0.2179
-1.3576
-0.3734
1.1249
0.2762
1.2724
1.3481
0.3177
-1.1334
1.1162
-0.6019
0.5533
2.5911
0.04
0.9368
1.1355
0.7489
1.5373
0.8899
0.1724
-1.0784
0.9757
-0.6673
-0.511
-0.0351
-0.1504
-0.2451
-0.5885
-0.7594
0.1705
-0.4825
-1.7571
-0.3601
-0.6821
0.3575
-0.2546
-0.7305
-1.0229
-0.967
2.3057
-0.3802
-0.6156
-0.8617
1.831
-0.0442
0.587
1.8851
-0.9453
2.1041
2.2052
1.8274
0.7017
-0.3913
-0.031
-0.7236
-0.1475
-0.4269
1.2917
-0.7895
1.3027
-2.0485
-0.0416
-0.2605
-1.768
0.1754
-0.688
-0.3456
-0.1496
0.6146
-0.3159
2.3131
-0.9749
0.8854
0.2602
-0.1874
-0.4641
-1.6122
0.9777
0.363
-0.9931
-0.8294
-1.8383
-0.5673
1.573
0.8588
-1.6727
-0.2817
2.2222
-0.4836
0.1481
0.4101
0.223
-0.1512
-0.8175
-1.2882
-0.7883
-0.2117
0.2908
0.7837
0.5258
0.7072
-0.9679
0.0657
-0.4405
0.8072
2.5113
-0.7425
-0.3846
-0.1882
0.1075
-0.6371
-0.6301
0.5881
-0.5098
-0.9129
-1.2263
-0.0212
-0.2298
-0.1692
-0.3785
-1.4413
0.6744
1.5647
0.0825
-1.0391
-0.0527
-0.0857
-1.8464
-0.1564
-0.3068
-0.7989
-0.1825
-0.712
-1.686
-0.063
-0.7203
0.375
-0.6557
-0.494
-0.9315
-1.0615
0.4153
3.8047
-1.4198
-0.8364
-0.867
1.4459
0.6281
0.3886
-0.9563
-1.0432
-0.9121
0.6695
-0.6238
0.3498
0.3352
0.0542
-1.6627
-1.0067
0.7907
-0.3634
-0.9505
-0.2165
-1.1603
-1.0321
-1.1132
-1.4653
-0.7693
-0.0149
-0.2915
-0.4398
-1.443
0.7574
2.9254
-0.444
0.408
0.2098
0.8821
-1.8461
0.0631
-0.7165
-1.3386
-0.2158
2.0807
-0.9935
1.5248
0.1849
-0.479
2.188
0.5625
-0.459
-0.9832
0.8052
1.2523
-0.6724
0.754
-0.8753
-0.2508
-0.2383
-0.9885
1.2244
-1.0559
0.3006
1.3556
-1.6964
-1.4991
-1.2572
-0.6944
-0.128
-0.326
-0.0336
-0.0964
-1.3887
-0.5865
0.8889
-2.2696
-1.2013
-0.1934
-0.8274
-0.6381
0.7379
-1.6896
-0.6583
1.021
0.1954
0.6047
1.1089
1.4235
0.561
-0.2401
-0.4104
-0.3764
0.4486
-0.4066
0.6775
-0.5647
-0.6883
-0.3066
0.4766
-1.0408
-0.5977
1.4244
-0.8899
1.2123
-0.9572
0.3797
0.6887
0.2763
-1.0911
0.3965
-0.9766
-0.291
0.2086
-0.8056
-1.002
-0.7339
1.0754
0.1443
-1.0458
-0.1188
1.6243
-0.7635
-1.2008
0.7566
0.0656
0.5033
0.7763
-0.2283
-0.6127
-1.7087
0.7227
1.257
-0.2538
0.5299
0.1757
-0.8396
-0.2256
-1.0859
-0.3694
0.0961
-0.1409
-0.777
0.6279
0.041
1.0905
1.4039
1.2636
0.2867
-2.7041
-0.9825
-0.7469
-0.4546
-1.4505
1.3382
24.9
1
2,744
45.57
MASTECTOMY
Breast Cancer
Breast Invasive Lobular Carcinoma
null
0
Normal
2
Positve
Positive
2
NEUTRAL
Negative
Lobular
1
Pre
4ER+
Right
0
3.06
ILC
Positive
1
ER+/HER2- Low Prolif
30
1
Living
-1.3898
-0.887
0.093
0.2535
1.2383
1.2346
0.7875
-0.0978
-0.1325
-0.927
-0.7206
-1.4067
-0.2982
-0.7248
-1.2048
0.4577
-0.2399
0.1819
0.5061
-1.0247
-0.4907
-1.5893
0.7972
-0.2868
-1.091
-1.3743
-0.918
-1.006
-0.8631
-0.7277
0.3066
0.2858
1.2698
-0.4673
-1.2033
1.8798
-0.5139
-0.2202
0.2198
-1.7809
-1.1496
0.0155
0.0374
0.7218
-1.6671
-0.8593
0.5052
0.9455
-0.4217
-1.9449
-0.9826
0.5556
1.8759
1.4516
-0.1664
0.4155
1.3393
0.4013
-0.539
0.2167
-0.5273
0.7024
0.2694
-0.2599
0.0765
1.1062
0.323
1.4533
0.0706
-0.9375
0.3483
0.6318
-0.0132
0.0635
0.5035
0.5263
0.6462
0.0129
-1.1084
-1.6379
0.4519
0.2579
-1.7069
0.0455
0.1899
3.095
-0.2233
-0.0516
-0.2391
-0.7095
-0.4205
-0.6132
-0.3434
-0.5265
-1.3402
0.6687
-1.3809
-0.5793
0.0938
-1.4081
-0.7148
1.3535
0.1237
-0.5688
-0.4681
2.1382
1.5669
0.2575
1.0698
-0.0446
-1.629
1.9668
-1.6259
2.6773
-0.131
0.0004
-0.1709
-1.1862
1.0669
-0.1196
-1.3045
0.656
0.4086
-0.2123
0.9859
-0.7005
0.2105
0.5731
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1.362
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0.7395
0.4161
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0.2412
-0.022
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-0.7727
4.3232
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1.8407
0.5605
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1.0289
0.2104
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0.5338
-1.7112
-0.0755
-0.5973
-0.5767
2.0213
0.4149
-0.6572
2.4468
0.031
-0.8998
-0.1052
-0.0343
0.9842
2.4877
-0.7234
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0.3387
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1.7787
0.2185
0.3704
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0.411
-0.1318
-0.1802
0.044
1.5371
-0.5136
-1.1579
-0.5478
-0.3903
-0.2429
-2.6478
-0.4439
-0.8881
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-0.1436
0.7293
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0.0513
-0.391
-1.8579
0.4001
0.5582
-0.3932
-0.4837
3.3613
0.0588
-0.7974
1.1754
-0.1098
0.3943
-0.1721
-0.3914
-0.1813
0.285
-0.6798
2.4634
0.8501
-1.5295
0.3617
0.0774
1.7885
-0.6691
1.7389
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-1.7195
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0.1444
-0.7942
2.0545
-0.9728
0.4044
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1.0941
-0.3067
0.7117
0.2585
-0.1846
-0.6496
-0.7825
0.2552
1.1202
-0.6994
2.3506
-0.8308
-0.4725
0.4669
0.0096
1.33
1.3808
0.5606
0.0179
-1.1023
-1.019
0.2014
-0.0045
0.8587
-0.4193
0.9236
0.3081
-0.2728
-1.1467
0.5584
0.8634
0.8273
-0.7628
-0.1791
-1.7237
0.0266
1.3183
3.2927
-1.76
-0.0691
-0.5984
-0.3709
-0.2969
-0.2019
1.472
0.4793
-0.8171
-0.5764
-0.8645
0.5037
0.0934
0.7185
0.0894
-0.0759
-0.2592
0.1527
2.9843
-0.6917
0.7476
-0.2507
-1.2129
1.6029
-0.1138
1.3536
-1.3046
-0.1783
-0.503
1.0834
1.1242
-1.3615
-0.3147
0.4557
-0.4031
-0.5719
0.5481
-0.4863
0.2568
0.1535
-1.0035
-0.8139
-0.6913
0.896
-0.2573
-0.1265
-0.6046
0.6296
0.1158
-0.7548
0.2556
-0.0651
-1.3577
0.8636
-1.0292
-0.6991
0.2964
0.6139
1.2667
-0.3629
1.1915
1.2892
-1.164
-0.2856
0.0829
-0.2642
-0.1357
2.5004
2.48
0.1209
0.1213
1.0275
-0.6034
-0.063
-1.4517
-0.8906
0.53
0.4139
-0.6159
-0.6047
-2.1009
-1.2582
-0.4975
0.3693
-1.4734
1.5904
0.3851
-0.388
0.787
0.9303
-1.6839
0.0855
-1.4375
0.2514
0.5346
-0.1028
0.2429
-0.341
-0.1974
-1.4633
0.3396
-0.2704
-0.378
0.0985
0.7085
-0.6434
-0.1979
-0.2385
-0.6687
-0.3886
-0.3027
-0.5109
-0.599
0.1244
0.6027
-0.4485
0.7762
0.4894
0.8985
-0.6755
-0.0819
-0.3594
3.118
0.1302
1.2763
-0.3398
-0.4856
-0.5798
0.612
0.5984
-0.1753
1.4392
-1.0191
-0.3005
-0.6941
0.9991
0.4849
-1.4277
0.1675
-0.0757
0.8813
0.2309
-0.4814
-0.394
0.3623
0.3054
2.3607
0.3136
1.6291
-0.8692
-1.093
-0.0122
-0.6316
-0.2628
-0.4263
0.9951
-0.0325
-1.5
-0.4176
0.2028
1.0003
-0.4474
1.2902
-0.3298
1.963
0.9872
0.9809
-1.215
-1.2341
1.5179
1.6553
0.3232
-0.693
-0.2147
0.0309
0.2488
-0.0496
-0.9998
-0.4354
1.0878
1.589
0.0447
0.568
0.1792
0.8462
0.7236
0.7185
4.4733
1.1328
1.2355
-0.5578
-0.1783
1.645
-1.2921
-0.5909
0.1438
0.0154
1.1163
275.633333
0
2,745
46.85
MASTECTOMY
Breast Cancer
Breast Mixed Ductal and Lobular Carcinoma
High
0
LumA
2
Positve
Positive
2
NEUTRAL
Negative
Mixed
1
Pre
8
Right
1
4.06
MDLC
Positive
1
ER+/HER2- High Prolif
30
2
Died of Disease
-0.4656
-0.3408
0.5923
-0.2844
-0.112
-1.8629
0.6128
1.5719
-0.2715
2.0303
0.5059
0.34
-0.5102
0.2865
-0.3951
0.8483
0.9148
0.4295
0.3462
0.2065
0.3321
-0.2581
-0.3537
-1.0287
0.5808
0.6466
-0.5378
1.0454
-0.1673
-0.1485
0.0476
-0.9708
-1.0143
-0.6514
-0.7272
0.2953
0.4073
0.0736
-0.5229
-0.2369
0.1809
-1.6725
0.0358
-0.1568
-0.0677
-0.6164
-0.9643
0.4404
-0.1302
-1.1493
-1.2643
1.4754
2.4148
1.3568
-0.5275
1.8224
1.1099
-0.2464
1.3717
0.4668
0.6936
1.082
0.3446
0.7832
-0.5434
-0.7609
-0.6107
-0.4636
0.0946
-1.0683
0.2288
-1.4258
-0.1043
-0.8403
-0.0031
0.4844
-0.7949
0.2003
0.2059
-1.4239
-0.1032
-1.0938
-1.2377
0.5844
-0.4845
-0.8065
0.1118
-1.4854
1.1525
-0.9419
-1.1018
0.2187
0.4941
0.5254
-0.4338
1.3476
1.1651
1.0932
-0.2535
-0.3555
1.3197
0.8602
-0.3708
-0.0767
-0.2167
-2.161
-0.9315
-0.7959
-0.386
0.1356
0.9629
-1.1753
0.366
-0.5368
0.4303
0.1857
1.4535
-0.3805
1.1158
-0.4478
0.0097
0.2482
0.2219
-0.5562
-0.54
-0.0892
-0.2725
0.5796
0.4292
0.0008
0.0876
-0.9609
-0.7723
0.8889
-0.6362
0.7641
-1.305
-0.9683
1.9383
-0.2394
0.8029
2.4362
0.7042
0.7847
-0.2615
0.6026
0.7026
0.1268
-1.3987
-0.1621
0.9119
0.5269
-0.4473
0.8345
-0.0861
-0.9773
0.4792
0.9151
-1.5416
-0.494
0.5684
0.6337
-0.764
0.6281
-0.0298
-0.8422
-0.9934
-1.3725
-0.8546
-1.0627
2.8008
-0.7239
-0.1364
0.2469
0.5262
-0.54
0.378
-1.5829
0.1275
-0.1166
0.8246
0.4623
-0.6901
-0.9341
-0.0837
-0.4168
-0.6111
0.3486
0.2733
0.2568
-0.6219
-0.3626
-1.3395
-0.0738
-0.2969
0.0316
-0.0109
-0.264
0.1354
-1.6031
0.2452
1.0795
-0.1286
1.1099
-0.7205
0.3078
-0.8269
-0.3022
-0.331
-0.5202
-0.9625
1.0277
0.3709
-0.3155
-0.1777
-0.5862
-0.9102
-0.2166
-0.7658
-0.9418
0.2238
0.2582
-0.0928
-1.3238
-0.3659
1.6327
0.0196
-0.4055
0.3169
-1.0019
-0.7291
0.4307
-0.6108
0.0438
-0.7847
-0.8137
-1.1879
0.839
-0.5685
-0.505
1.8013
0.7115
-0.252
0.7008
0.3044
-1.2564
2.0309
-0.3115
-0.91
-0.8144
-0.493
0.214
-0.0832
0.3073
1.0358
-1.1232
-0.1646
0.0601
-0.4156
-1.0125
-0.4093
-0.3764
-0.285
0.6984
-0.5071
-0.4676
-0.3756
-0.3022
0.1857
-0.1254
1.0053
1.1964
-0.3685
-0.7014
-0.9911
-0.7497
-0.6075
1.3906
0.0546
-0.4629
0.8715
-0.6893
0.6712
0.3628
-0.6522
0.5333
-0.3271
-0.3117
0.1587
0.4283
-0.3465
-0.3384
-0.0213
-0.3321
0.8273
-1.2138
2.374
-0.6023
-0.2968
-0.9624
-0.2878
-0.6492
1.5569
-0.3265
0.2656
-0.6995
0.1122
0.8402
-0.7126
-0.3847
-1.0263
0.7414
0.5333
0.7472
0.0969
-1.3183
-0.3337
0.1453
-0.1482
-0.0253
-0.0686
-0.3815
-0.9632
0.1746
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-0.9229
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0.1248
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0.3932
-0.2348
-0.4114
0.4027
1.1548
0.9046
-0.6507
0.3341
0.7509
2.4122
-0.0897
-1.0215
-2.8197
-0.6179
-1.4824
-1.4084
0.5462
-0.0424
0.0242
0.1654
0.6365
-0.6782
0.5402
0.6759
0.7923
0.4193
-0.4853
-0.3032
-0.5636
-0.0603
-1.6473
-0.6504
1.0889
-0.1338
-0.4133
-1.5374
-0.2063
-1.0396
-0.237
-0.1641
-0.7192
-1.0122
-0.3982
-0.2994
-0.0484
-0.1437
0.0416
-0.0063
-0.3436
0.3986
0.1593
-0.4338
-0.6204
0.2697
0.3326
0.357
0.9363
-0.2232
-0.9487
-1.0321
1.3591
0.6919
-1.0684
1.2154
0.377
0.0838
1.206
-0.2844
-0.2298
-0.9221
-1.2048
-0.1743
0.5869
0.4896
1.2101
-0.1333
0.4196
-0.5843
-0.9915
1.1937
0.887
-0.2396
-1.2087
0.9131
-0.202
0.2032
-0.4036
-0.7193
-0.7309
-0.6219
-0.5485
-0.0791
0.2651
-1.1695
-1.0302
0.1738
0.0781
0.0711
1.2546
-0.5564
-0.3461
0.9674
0.7027
1.3229
-0.0928
0.8948
-1.8611
1.0776
0.3346
-0.6519
-0.5772
-0.9288
-0.3636
-0.5636
-0.7273
-0.3854
-0.0866
0.6461
-0.7926
-1.4733
1.4999
0.0293
1.1549
-0.3464
0.5339
1.038
-0.2332
0.2286
0.1874
-0.5985
-0.2883
-0.3946
0.6515
-0.1701
-0.1538
-0.543
0.8188
0.2778
-0.6373
-0.9625
-1.8311
-0.1375
1.2653
0.3682
-0.1768
0.1866
0.3355
0.2358
-0.3222
0.6185
-0.4092
0.2255
-0.3299
-0.2151
168.966667
1
2,747
68.23
MASTECTOMY
Breast Cancer
Breast Invasive Ductal Carcinoma
High
0
LumA
2
Positve
Positive
1
NEUTRAL
Negative
Ductal/NST
0
Post
8
Right
0
2.038
IDC
Positive
0
ER+/HER2- Low Prolif
19
1
Died of Other Causes
-0.2712
0.1794
0.3451
-0.6476
-0.0962
0.4826
0.4626
0.7307
0.2228
-0.4344
0.5532
-1.7689
0.8617
-0.1133
-0.5434
0.1008
0.4739
-0.134
0.5228
1.0006
0.8524
-0.4481
-0.5886
-0.3407
-0.2049
0.0968
-0.6166
0.6131
-0.7437
-0.1226
-0.1273
-0.7436
-0.2279
-0.3855
-0.157
-1.3641
0.0048
0.0274
0.6588
-0.5393
-0.9981
-1.1572
-0.7957
-2.1443
-0.7294
-1.3819
-0.2119
0.1621
-1.065
-1.8393
-1.5196
1.044
0.8666
0.0648
-0.4873
1.1842
0.8233
-0.8507
0.8141
0.9359
-0.4912
0.7428
0.4393
-0.1226
-0.0464
0.1056
-0.0621
-0.0078
0.2409
-0.6212
0.4953
0.7638
-0.3709
-1.3047
0.0761
0.2678
0.459
0.7729
0.2109
-1.2709
-0.3157
-0.4517
-1.6128
0.425
0.3584
-0.6098
-0.8245
-0.5065
1.1662
-0.8785
-0.4881
-0.8223
0.3131
-0.0836
0.2103
1.5421
1.4825
0.2496
-0.0129
-1.6356
-0.5717
0.7178
-0.4478
0.1329
0.3814
0.9049
-0.1748
0.2341
0.6318
-1.444
-0.442
-0.4948
-1.5628
-1.1819
-0.1569
0.3822
-0.0498
-0.278
0.8581
-0.6036
-0.8768
0.9842
0.3156
-0.0713
-0.2181
-0.039
-0.4216
0.2056
-0.7591
0.1746
-0.7751
-0.0151
0.3221
1.5671
-0.6074
0.0078
0.6981
0.2281
0.9366
1.053
0.8518
1.1697
-0.4886
2.1891
0.7178
-0.3695
-0.2565
0.824
-1.3829
0.759
0.576
1.6554
-0.6964
0.1743
-0.3647
-1.149
0.0921
0.0774
-1.3341
0.5938
1.5025
-0.144
-0.7265
0.0215
-0.1041
-0.5539
-0.7998
-0.209
-0.5263
-1.3427
0.2415
-0.2751
-0.6738
-0.4024
0.3867
-0.0617
-0.4277
-3.3307
0.9229
-0.3699
0.989
0.1593
-0.7449
-0.6922
0.4186
-1.1607
-0.7966
1.1607
0.1667
0.0399
-0.1401
-1.1688
-1.5766
0.0706
0.2483
0.48
0.3034
-0.879
0.1993
-0.1747
-0.2966
0.9927
-0.1404
0.6978
-0.2874
0.7138
0.9966
-0.6078
1.0533
2.3436
-0.4424
1.2029
0.2814
0.1883
0.0545
-1.4767
1.1455
0.3408
0.3166
-0.5651
0.3349
1.1257
-0.8755
-0.2624
0.4059
0.2182
0.9421
0.0411
-0.2858
-0.4007
-0.3103
-0.6178
0.2214
0.5786
-0.8621
-0.77
-0.5629
-0.6751
-0.7532
-0.8425
0.974
0.0922
-1.348
1.1994
0.7414
-0.6829
-0.0096
-0.1025
-1.193
-1.2888
-1.0464
-0.3836
-0.672
0.8302
-0.727
-1.0584
1.0162
-0.0423
0.6767
0.5862
-1.6954
-0.106
-0.6184
0.7485
-0.5472
-0.4104
0.345
0.2984
-0.1298
-0.5976
-0.2802
0.2295
0.3061
0.4254
0.4809
0.292
-0.1635
0.2759
-3.1156
0.3606
0.691
-1.1419
0.7199
0.057
1.344
-0.2787
0.0406
0.9843
-0.7531
-0.3667
-0.7591
-2.3846
-0.5208
-0.8836
0.3393
-0.4327
0.438
-0.3928
-0.3857
1.4103
-0.2939
-0.4146
0.9056
-0.4389
-1.2911
-0.0507
-0.1242
-0.0482
-0.0735
-1.1217
-0.4251
1.157
1.2793
1.6502
-0.0337
-0.1872
0.3158
0.2544
-1.4604
-0.4106
-0.1457
-1.5442
-1.2693
0.3409
-0.6553
-1.4103
0.812
-0.9673
-0.296
-2.0349
-0.5881
1.0331
0.6834
0.6382
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-0.2906
0.0593
-0.9715
-0.1095
0.8924
-0.3816
0.4482
-0.3877
-0.5135
-0.2839
-1.3086
1.3936
-0.5682
0.0814
0.1809
0.0248
-1.4703
0.6353
-0.2546
0.1311
-1.0863
-0.413
0.0291
-0.2785
-0.4732
0.4386
0.6254
0.2538
0.073
2.133
-0.6821
0.2694
-0.5826
-0.2403
-1.8661
-0.2522
-1.9356
-0.3463
-0.1305
0.6766
-1.0713
-0.5919
-0.8474
-0.3935
0.0053
1.3001
0.5706
0.0043
0.7351
0.6426
-0.1972
-0.1839
0.1756
-0.3531
0.0366
-0.2144
1.4218
-0.6677
0.2173
0.2648
0.0774
-0.3686
1.111
-0.0291
-0.2806
0.5301
0.5577
1.6994
-0.1682
-0.2314
-1.2897
-1.4818
1.0499
-0.6623
-0.0411
0.1711
-0.1123
0.1621
-0.341
2.2787
-0.9302
-0.9654
-0.3606
-0.9869
1.1004
0.3826
-0.3848
-0.8059
0.0309
-0.6621
0.5327
0.2685
0.2191
-1.2654
-0.7099
-0.2261
-0.5468
0.0402
-0.1869
0.1159
0.4025
-0.3086
1.4498
-0.6595
-0.0781
0.6397
0.1711
-0.105
-0.2319
-0.2894
0.7282
-0.4267
-1.1818
-0.1648
-0.0163
0.5685
0.7626
-0.2343
0.4172
-0.5687
-0.7406
1.5994
1.2669
0.2319
1.0069
0.1532
0.462
0.7453
-0.9861
-0.6994
0.4137
-0.5445
0.6467
-0.4135
0.0248
0.3226
-0.6203
-0.241
-0.0066
-0.9004
0.4866
0.0729
-0.2958
-0.7375
1.2407
-0.1818
0.8502
-0.1045
-0.2916
-0.3312
-0.2939
0.024
1.14
234.333333
1
2,749
60.13
MASTECTOMY
Breast Cancer
Breast Invasive Ductal Carcinoma
Moderate
0
LumA
2
Positve
Positive
1
NEUTRAL
Negative
Ductal/NST
0
Post
3
Right
0
2.026
IDC
Positive
0
ER+/HER2- Low Prolif
13
1
Died of Other Causes
-1.2065
0.5396
-0.0994
-0.498
-0.1346
0.2069
-1.0415
0.5325
0.0967
-0.7129
0.2272
-2.1801
0.4848
-0.8701
-0.963
0.2856
-0.8166
-0.0071
0.105
-0.5338
-0.0823
-0.7759
-0.3069
-0.4554
-1.1337
-0.9271
-1.0595
-0.0447
-1.3947
0.0231
0.0361
0.1118
0.8969
0.4163
1.203
0.3375
0.5108
0.1468
0.2525
-1.7593
-1.3618
-0.5859
-0.4196
-0.5628
-1.0367
-0.8846
-0.6654
1.1205
-0.5777
-1.4375
-0.3886
0.7144
-0.2874
0.5126
-0.6436
0.8413
0.1885
-0.3879
-0.0742
0.97
-0.6737
0.5607
-0.477
0.5176
-0.6314
0.3813
-0.3385
-0.0036
0.4622
-0.8673
0.0732
0.8657
0.2551
-0.9398
-0.7831
0.0082
1.2534
0.5156
1.3423
0.2143
1.7448
0.2055
-1.4088
-0.1053
-0.4288
0.083
-1.9999
0.0674
-0.0617
-0.3675
-0.9077
0.1446
0.7176
-0.1876
-0.0287
0.7006
-0.4962
0.0883
-0.1785
-0.5759
0.1265
0.0971
-0.9489
-0.5871
0.0521
-0.8049
0.9066
0.6911
0.603
0.2943
1.2063
-0.2929
-0.645
0.9789
-0.3655
-0.5661
-0.3259
-0.3158
-0.1835
-0.0909
-1.4669
1.3194
-0.0399
-0.1481
-0.1065
0.1197
0.5582
0.6303
0.9868
0.2715
1.0083
0.0979
-0.1311
-0.2152
0.532
-0.1485
0.4932
-0.8347
0.6837
0.2989
0.857
0.6999
-1.1037
0.7014
0.3366
0.807
-0.5454
1.0489
0.3747
10.2727
0.8822
0.5777
-0.2367
0.2198
-0.5914
-0.8424
-0.3911
-0.0677
-1.0345
1.1066
0.7466
0.4411
-0.6718
1.4664
1.1267
0.2001
-0.3833
-0.9164
-0.472
-1.8249
1.0036
-0.912
-0.9896
0.3409
0.4113
-0.7653
0.7727
-1.5086
0.6012
0.7115
-0.5948
1.1787
-0.0068
-0.7974
-0.1701
-0.6701
-1.1595
-0.0961
0.1791
-0.8434
0.3068
0.6546
-1.457
-0.0119
0.2533
0.0673
0.281
-0.8043
0.0773
-0.231
-0.353
0.6514
-0.5445
-0.549
-0.8384
0.2748
0.2736
-0.4273
0.2292
0.479
-0.7176
0.5942
-1.1951
0.5165
1.6343
-2.3162
1.7131
-0.4102
-0.692
-0.542
1.2432
2.5281
-0.2686
0.1451
-0.4342
-1.0904
-0.1622
-0.9576
-0.038
-0.664
-0.7085
0.3805
1.4859
0.1946
-0.4394
-0.3072
-0.5872
-0.7591
0.647
-0.378
-0.1658
-0.5714
-1.1487
0.6729
0.5476
0.7654
0.5768
-1.6177
0.4391
-1.2522
-1.0706
-0.0594
-1.1931
0.7724
-0.2299
-0.9239
-0.0798
-0.4305
0.6671
0.8173
-0.6424
0.7736
-0.3278
-0.4204
0.7799
0.6251
1.5879
0.0546
0.9589
0.332
0.464
0.3247
-0.1672
1.0893
1.3997
0.069
-0.3135
0.212
-0.3401
-0.1041
0.4129
-0.7929
0.3544
0.2091
0.2062
0.5354
0.8672
-0.5065
0.2259
-0.138
1.277
-0.0426
-0.5638
-0.4191
-1.4138
-0.1975
-0.5301
-1.4516
0.2359
0.5564
-0.4892
-1.2632
0.5018
0.4406
-0.2728
-1.4899
-0.5261
-0.674
1.079
1.625
-1.2633
0.8644
0.2784
-0.9497
0.8723
0.0964
0.7114
0.2118
0.5016
-0.1176
0.2924
0.3766
-1.0364
0.0274
0.5069
-1.4819
0.3142
-1.4169
-0.5018
0.2168
-1.3203
1.2022
-0.2261
1.4425
-1.0523
0.0368
-1.1224
-0.8412
0.1601
-0.0168
-0.3026
-0.071
-0.554
-1.4991
0.7647
-0.4684
-0.4012
-0.2911
-0.3712
-0.7324
0.0384
-1.1124
-0.4738
-0.4185
-0.0414
-0.0785
0.5134
-0.2017
2.2533
-0.5406
-1.0517
-1.023
0.6374
1.2215
-0.1066
-0.4677
-0.7625
0.1123
-0.7912
-0.5135
-0.0439
0.1881
-1.2563
-0.2285
0.8898
0.1767
-0.0434
0.5873
-0.2054
0.0594
-0.0284
-0.953
1.2388
-1.1014
0.3734
0.0354
-0.7909
-0.2119
-0.4706
-1.4554
-0.963
-1.4473
1.6942
-0.2003
1.0391
0.4476
0.4
0.1002
-0.0716
-0.4608
-0.2152
-0.2017
0.048
2.5634
-0.3896
-0.3064
1.4106
0.7565
0.3066
-0.8787
-0.377
-0.7952
-0.1175
1.0281
0.9195
1.8745
-0.2004
-0.8139
-0.6578
-0.2252
-0.849
-0.17
-0.6505
-0.7931
0.4606
-0.6771
1.4656
0.297
0.4253
0.1741
0.8192
1.1898
1.2875
0.2914
-0.5737
0.5307
0.3495
1.3071
0.9296
0.7745
-0.3042
-0.0201
0.155
0.1391
0.2077
-0.0115
0.5307
-0.5868
-1.7269
-0.3192
-0.3175
1.922
0.0226
0.194
0.4881
0.3509
-0.5439
1.0624
1.6742
0.6219
0.3538
-0.0372
-1.508
-0.1679
1.3174
-0.5037
0.1971
-0.6838
0.0807
-0.9493
0.7903
-0.4386
1.8466
0.741
0.4354
1.5294
0.9288
0.44
0.3856
-0.7956
-0.3162
-0.2308
0.2001
-1.3605
-0.4883
-0.9287
-0.2899
-0.7812
-0.8095
97.766667
1
2,750
47.48
MASTECTOMY
Breast Cancer
Breast Mixed Ductal and Lobular Carcinoma
Moderate
0
LumA
2
Positve
Positive
1
GAIN
Negative
Mixed
0
Pre
8
Right
0
2.06
MDLC
Negative
0
ER+/HER2- Low Prolif
30
1
Died of Other Causes
-0.5493
-0.3371
1.0261
0.2043
-0.392
-0.9537
0.1579
-0.2946
-0.2306
0.7139
0.3186
-0.9303
-0.2024
-0.4046
-0.8527
1.7241
-0.5059
-0.3739
0.3703
1.077
0.7829
-0.4081
-0.1823
-0.2401
-1.0174
-0.7213
-1.1012
0.1505
-0.5647
-0.4056
-1.4772
0.112
0.4405
-0.6097
1.3913
-0.3248
0.9297
0.5713
-0.4035
-1.0614
0.0599
-0.7626
0.7467
-0.3844
-0.9916
-1.1584
-0.2666
0.8195
0.0242
-1.146
-0.6628
1.0846
0.2679
0.4117
-0.9311
1.2858
0.8008
0.7881
0.8111
0.2747
0.1189
0.5039
0.2231
0.317
1.3856
0.0928
0.5942
-0.4828
0.3738
-0.1294
-0.0812
-0.0373
-1.4854
-0.2369
0.2168
-0.5996
-0.2666
1.1979
0.7372
-0.3863
0.3457
-0.2945
-2.2658
0.6111
-0.1435
0.2461
0.1234
-0.9495
0.6291
-0.6875
-0.9646
0.2521
0.2414
0.7302
0.0616
0.446
0.1003
1.0417
-0.4182
-0.7173
0.7301
0.4744
-0.573
-0.0888
0.0993
-2.3808
0.1224
0.0728
0.1067
-0.0645
-0.772
-0.0716
-0.2971
-0.056
-0.4871
0.1172
0.5296
0.2378
-0.0843
-0.1286
-0.4619
1.3373
-0.0032
1.0552
0.5428
0.7014
-0.3388
0.22
-0.5295
0.2403
0.9746
-0.5591
0.3895
-0.8682
1.5289
-0.3686
0.7349
-0.4309
-0.1042
0.5822
0.2414
0.5059
-0.9568
-1.6107
-0.2369
-0.567
-0.5505
-0.1543
-1.2886
-0.0616
0.5954
-0.282
-0.3798
0.4268
-0.6561
-0.3807
0.5016
0.8019
-0.5716
0.2263
0.464
-0.5185
-0.4796
0.5215
1.671
0.3505
-1.0468
-1.0738
-0.0404
-1.5826
0.1816
-0.1836
0.1909
0.809
0.5442
-0.5146
0.1225
0.0047
1.126
-1.5767
0.6515
-1.5816
-0.1581
0.5902
-0.711
-1.0231
-1.6687
-0.4221
0.3115
-0.0768
0.8393
-1.3122
-1.4648
-0.5756
-0.181
0.3674
1.4497
-0.5225
0.1031
-0.765
1.8151
0.3042
-0.0081
0.2946
-0.6803
0.3064
-0.3212
-0.3437
-0.2291
-0.1595
-0.304
0.1674
0.1004
0.3028
0.1425
-0.8226
0.6086
-0.0326
0.0398
0.52
-1.5552
0.4857
0.5174
0.4058
-0.2954
0.126
-0.2263
0.0919
-0.6079
-0.748
-0.4046
0.7009
0.3752
-0.5997
-0.2127
-0.3457
-0.1258
-0.5208
0.1119
-0.6469
0.5297
0.2418
-0.3302
0.5003
-0.0561
-1.0555
0.5807
-0.6507
-1.113
0.0464
0.206
0.3995
-1.3966
0.9496
-0.6459
-0.3895
0.8102
-0.4022
-0.2774
0.5902
-0.4067
-0.2463
-1.2786
0.3705
0.8381
0.1297
0.686
-0.2714
0.6655
0.1874
1.002
0.5414
-0.378
1.0826
0.003
-0.7926
0.495
0.5698
0.8536
0.5098
0.8221
-0.6212
0.501
-0.2725
-0.8195
-0.7403
-0.3709
1.5035
-0.2622
2.1253
0.4976
-0.1761
-0.5989
-0.3972
0.2645
-0.3493
0.5493
-0.4524
0.1843
-0.293
-0.8493
-0.9106
-0.3854
-0.3777
-0.5863
-0.5358
0.3295
0.37
-0.1232
0.4535
-1.7307
0.9555
-0.9593
-0.1442
1.1908
-0.4568
0.9287
0.2435
1.0478
-0.1192
0.2906
0.419
-1.5132
-0.2204
-0.2094
-0.6752
0.66
-0.4474
0.1496
-0.9958
0.5922
0.0182
-0.1318
0.718
0.446
0.6268
-0.0352
0.5313
-0.0616
0.9115
0.4705
-0.6556
-0.4934
-0.4561
-0.2206
0.4861
-1.0052
0.8211
-0.5086
2.3035
-1.2674
-1.1413
-0.7443
1.2452
0.5888
0.2634
0.0224
0.242
0.7824
0.1102
-0.0899
-0.5149
0.4143
0.6457
-0.4392
1.1214
-1.1176
0.7849
-0.5999
2.2061
-0.7739
0.3298
-0.5492
0.7204
-0.1486
-0.3329
-0.1534
-0.4507
-0.5177
0.059
0.0328
-1.3559
0.337
-1.1676
0.719
0.3533
-0.564
-0.0876
-1.0508
0.1083
-0.8331
-0.6541
-0.1849
0.5294
-0.1043
1.5283
1.1447
-1.0677
0.4566
-0.0212
-0.2666
0.6435
-0.4949
0.6709
0.4
-0.6973
0.4406
0.056
-1.3557
-0.143
-0.3462
0.011
-0.8106
-0.4479
-0.5434
-0.3372
-1.0269
-0.3267
0.1567
-1.0248
0.2474
-0.0552
-0.2772
-0.9637
-1.279
-1.0987
0.3332
0.623
0.3152
1.1997
-0.1011
0.041
-0.0215
-0.5044
-0.6855
0.2201
-0.2135
1.2739
0.3926
-0.1248
-0.4944
1.3381
-0.5501
-0.078
0.2921
-0.2638
-0.9237
-0.2694
-0.5898
1.119
0.3683
0.6966
0.7224
0.9456
-0.8082
-0.4903
0.434
0.1167
0.1154
0.3455
1.7749
0.2793
0.3753
-0.0649
-0.394
0.727
0.0607
0.3134
-0.8102
-0.2312
0.2401
-0.2039
0.1289
1.0406
-0.4954
0.6727
0.7223
1.3939
0.6898
-0.7987
0.8427
-0.0939
0.7057
0.1752
-0.8771
-1.2574
-0.6597
-0.5843
-0.565
145.433333
1
2,752
51.36
MASTECTOMY
Breast Cancer
Breast Mixed Ductal and Lobular Carcinoma
Moderate
0
LumA
2
Positve
Positive
2
NEUTRAL
Negative
Mixed
1
Post
7
Right
0
3.07
MDLC
Positive
0
ER+/HER2- Low Prolif
35
1
Died of Disease
-1.3123
-0.4226
-0.6633
-0.6739
0.3395
-1.0379
-0.062
-0.0142
0.6741
-0.5311
0.1712
-1.9472
0.3383
-0.8651
-0.1069
0.499
0.0516
-0.8816
-0.5574
0.1135
0.1173
0.4633
0.7411
-0.5579
-0.5009
0.2018
-0.0702
1.3969
0.0138
0.6704
0.6305
-0.4843
-1.1043
-0.4351
-0.6733
-0.418
-0.153
0.5039
0.4059
-0.1965
-1.8719
-0.0251
-0.6961
1.4599
-0.7702
0.7776
-0.8425
0.7593
0.0746
-0.274
-0.2987
-0.0773
-1.0595
-0.8546
-0.5014
2.0979
0.1635
0.8896
0.1219
0.969
0.7949
0.0461
0.0999
0.9512
1.5312
0.9691
0.4838
-0.8545
-0.1492
0.5889
0.9793
-0.1017
-0.8027
-0.0917
1.0815
-0.8566
0.9
-0.8601
-1.2265
-1.6204
-0.062
-0.0942
-1.0395
0.4674
0.2872
-0.287
-1.4389
1.1029
-0.0416
-1.2419
0.1604
-0.9563
-0.8114
0.5148
1.3657
0.1698
0.2716
1.0316
-0.5298
-0.1372
-0.1212
0.1742
1.5918
0.0461
0.0327
-0.2783
-1.0644
-1.1234
-1.4361
0.6254
1.5877
-0.9458
-0.0675
0.2439
1.1285
-0.8692
0.5973
0.5785
0.6021
0.1723
-0.1741
2.3578
0.4893
0.6816
-1.7413
-0.1564
-0.1291
0.9851
-0.0557
0.1525
0.1383
-0.4417
0.2797
-1.078
-1.0536
2.2528
-0.8208
0.6526
1.159
0.3626
0.2381
1.6574
-0.4823
-0.3615
-0.1789
-0.6852
-0.9353
-0.2249
-0.726
0.5993
0.726
1.3377
-0.3496
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-0.2542
-0.8114
-0.5684
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-0.4163
-0.0768
0.0401
0.5643
-0.5449
2.2126
0.3248
-0.2217
-2.1056
-0.8129
-0.6727
-0.6363
-1.3591
0.2259
0.6935
0.7611
0.7468
-0.2631
1.7539
-1.3378
-1.1261
-0.1504
0.3326
-0.479
-0.2798
-0.0314
0.3406
-0.8921
-0.9906
1.7193
0.8496
-0.1829
0.5931
-1.2772
-1.603
-0.217
-0.0079
0.1401
0.4202
-0.2732
-0.6188
-0.2871
0.0239
0.7369
-1.3555
0.8013
-0.351
-0.3285
-2.1937
0.1581
-0.8193
-0.59
0.3978
0.7487
0.7456
-0.4361
-0.2039
-0.4066
-0.4597
-0.1455
3.4252
1.1064
-0.5309
-0.2035
1.1179
-0.3198
0.6568
0.8331
0.142
0.5547
0.4281
-0.8225
0.0499
0.4405
0.02
0.6812
-0.9687
-0.3532
0.7157
-0.9755
-0.2716
-0.9356
0.8289
0.1595
1.1954
-0.1657
-0.0717
-0.9047
0.8137
0.1011
0.3167
-1.0169
0.3337
-0.2687
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2.0318
-1.0802
-1.1489
0.8244
-0.6507
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0.8829
-0.9642
-0.1613
0.4049
0.5894
0.5579
-0.5404
-0.4281
0.2584
0.4336
0.2456
0.4881
0.3785
-0.852
0.4791
1.2515
-0.993
0.6689
1.0541
-1.1567
-0.695
0.5429
-1.0875
-0.1137
-1.3332
0.0224
1.4828
-0.941
0.2467
0.9492
0.2897
0.7669
0.0963
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-0.3663
-0.7198
-0.6975
0.3371
-1.0543
-0.3665
-0.6727
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0.5764
0.3254
0.5491
-0.2929
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0.885
0.1678
0.3317
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-0.9134
0.6579
-0.4532
0.2129
-0.5598
0.5973
-1.1982
0.2601
-0.5835
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-0.3634
0.3373
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-0.7431
0.1504
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-0.8052
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-0.5801
0.8642
-0.4184
-0.2266
-0.6328
-0.5356
0.945
-0.8383
-0.9632
-1.0081
0.7444
0.0087
-0.2246
-0.0274
1.3298
1.3266
0.2309
-0.0766
0.4734
0.5803
0.88
-0.2622
-0.2758
0.2739
0.4231
-0.1563
0.0352
0.1815
-1.1477
2.0404
-0.9001
-0.737
-1.8241
-0.7442
-0.9783
-0.9822
1.5289
-1.3812
0.0087
-0.6697
-0.6732
-0.4271
-0.0592
-0.9429
-0.8597
-0.6691
0.6704
-0.1517
-0.4984
0.9886
-1.4003
0.911
0.5755
-1.7237
-0.2186
0.5608
-0.5221
-1.6646
0.5359
-0.7847
-0.3453
0.5673
0.9532
-0.7551
-1.2616
0.0337
-0.3145
0.6854
-1.087
0.3411
-0.2356
-1.2836
0.8835
0.5232
-1.8732
-0.7023
-0.5449
0.1892
0.9136
-0.3061
-0.997
-1.64
-0.2226
0.8804
-0.4451
-0.7434
-0.2711
-0.6647
0.6332
-0.3436
-0.8484
0.1377
-0.239
0.2179
0.0748
-0.4708
-1.1888
-0.4553
-0.7793
0.0696
1.6576
-0.1064
-0.1388
-0.6075
-0.4689
-1.2656
-1.8836
-0.8818
-1.4977
-0.6453
-1.115
-0.9897
0.5017
-0.2955
-1.1359
-0.595
0.0173
-0.6068
-0.4356
-0.0553
-0.91
1.8119
-0.6092
1.2102
-0.2546
-0.0794
-0.6005
-0.0824
-0.7477
0.4029
1.1015
-0.323
-0.5407
0.148
0.6611
0.6629
-0.4593
0.9754
-0.0172
0.4065
0.3581
0.0261
0.437
0.7215
1.323
-0.0932
1.1634
0.7048
-0.4313
-0.4283
1.9828
81.933333
1
2,753
30.95
BREAST CONSERVING
Breast Cancer
Breast Invasive Ductal Carcinoma
High
1
Basal
2
Negative
Negative
3
GAIN
Negative
Ductal/NST
0
Pre
10
Left
1
5.074
IDC
Negative
1
ER-/HER2-
37
2
Living
0.9934
-0.8118
1.154
-1.5297
-1.6726
0.9821
0.0126
2.2723
-0.0901
-0.455
-0.4086
-1.2827
-0.2507
1.4737
0.8716
0.977
-0.0938
1.0918
0.8772
1.0752
0.2462
0.9134
-0.1676
2.6494
2.2052
1.9122
2.5877
1.5193
3.2367
-3.7559
1.703
0.2319
-0.6046
2.2457
2.2164
1.1248
0.8029
0.3554
-0.4094
1.3115
1.6669
0.267
2.1395
0.3286
2.6672
1.9501
0.3827
0.5682
-0.4571
-0.65
-0.7299
0.2748
-0.1983
0.5312
-0.2804
-1.036
0.1901
0.2111
0.3643
-2.1575
-1.5517
-0.1753
-0.2494
0.0248
3.6013
-1.046
0.9503
0.6156
-0.1745
2.4366
-0.637
1.2307
-0.8476
-1.2855
0.8421
3.0426
-2.469
-0.1521
-1.0537
-0.5666
-1.3578
0.6191
-1.8274
-1.6208
-0.7311
0.2877
-0.4917
-1.4394
-0.3497
-0.435
0.2837
0.3205
-1.0636
-0.2317
0.1106
0.3202
-1.4792
-0.3631
-0.9773
-1.712
-0.305
1.9418
-0.2579
1.0434
-1.2542
0.0385
-0.4433
-0.6203
-1.2706
-1.6507
0.7931
-0.6824
0.0989
-0.8199
-0.0991
-0.265
-0.8211
-0.4944
-0.7788
0.8097
2.0112
-0.2881
-0.3977
-2.106
0.9424
1.0082
-0.8918
1.1172
-1.3941
2.2463
0.1406
-0.2703
2.1483
-0.8412
0.811
1.2741
-0.002
-0.921
-1.1803
0.4414
-0.5722
-0.0769
1.9258
-1.0681
0.3238
0.4097
0.1989
-0.1217
-1.9053
0.6699
-0.2432
0.9407
1.285
0.4305
0.7997
-0.5553
-0.0778
-2.1257
-1.9054
-0.3771
0.3809
0.0421
-0.5834
0.3831
1.9927
0.1385
-0.0374
-0.6397
-1.1232
-0.7694
1.514
-0.6448
1.3177
-0.2896
-1.8486
0.1374
-0.5955
-1.7917
0.8076
-0.6271
0.1236
-0.3897
0.4721
-0.3473
0.2083
-0.3531
-1.0173
0.3378
-0.185
-0.6188
0.0817
1.8564
-0.7791
0.3443
0.1663
0.801
-0.8903
1.0493
1.2171
0.9986
0.2854
-0.3864
2.4946
-0.7217
-0.0775
1.8553
0.1239
3.0479
1.7874
-0.1857
-0.8029
1.0852
0.523
0.9668
0.1137
-0.4228
0.9289
0.1224
-0.7938
0.3486
-0.6935
0.1755
-0.3608
0.6864
1.1484
1.5513
-2.82
-0.7623
-0.0391
-0.5444
-1.2967
0.5177
-0.2018
-0.7477
0.3513
-0.8559
-1.7347
-0.2396
2.8295
0.5161
0.3104
1.742
2.2016
1.6398
3.0531
0.4643
1.5988
-2.3133
-0.8397
0.0227
0.3905
0.2047
1.1019
-0.5456
0.7527
0.3192
2.9252
-0.4985
-0.1872
2.1413
-0.1996
0.0062
-0.1391
0.2068
-1.1234
1.7883
-1.0324
-1.2238
0.4676
-0.6347
-0.8608
0.6708
-0.0424
-0.4893
-0.4678
-0.2461
-1.5324
0.5375
-1.2559
2.4569
-1.6342
0.0824
2.3982
0.8953
1.1902
-0.4222
0.0772
0.8037
-0.9931
-1.7382
-0.7925
0.2073
-0.2135
-0.6932
0.5478
3.139
-0.2246
0.2957
-0.5113
0.041
0.1718
-0.5474
-1.018
1.2616
0.2062
-1.3532
-0.1866
0.0243
-0.3145
-0.6243
-0.9017
0.5975
0.5065
0.9921
-1.6778
-0.7586
1.3317
0.3195
0.5146
0.1842
-0.7828
0.2794
-3.1525
0.2755
-0.1337
-0.8705
0.3678
-1.0357
-0.2732
-0.5089
-1.63
0.7251
-0.1575
0.4547
0.8853
-0.34
-0.4734
0.4989
-0.4669
-0.1924
-0.4055
-0.6766
1.5325
2.7495
-0.5543
-0.8623
-0.0577
-1.1022
3.8422
-1.4792
0.6844
1.0343
-1.3989
-0.0673
0.8272
2.119
-0.6898
0.8117
0.1129
-0.7197
-3.0095
-0.4148
-0.5082
0.6094
-0.4633
0.8706
-1.3706
0.8921
2.4962
-0.4258
-0.3536
-0.1445
-0.4262
-1.6421
1.3313
-1.2562
-0.9005
-1.0227
0.6602
-0.4812
-0.3477
-1.3051
0.5518
0.2576
0.3704
0.0529
-1.421
-0.5068
0.4696
-2.1837
-0.9628
-0.1817
-1.3485
0.8272
-0.8362
1.1521
-0.5322
0.0509
0.283
-0.1981
0.3192
0.7151
-0.6759
0.2484
-0.9648
0.8603
0.3593
0.185
0.9511
2.7896
-1.3414
0.2726
-1.3097
-0.3186
0.3508
0.946
-1.3354
0.5859
0.039
-1.1762
-1.1003
0.829
2.2686
-0.3662
0.4414
2.0483
0.4226
-0.4801
-0.3143
-1.3474
-0.202
-0.0657
-0.1628
0.6073
-1.4864
-0.613
2.1089
0.315
1.3207
-0.7155
0.4111
-0.0534
0.3338
-1.2308
-0.5178
0.0206
0.8433
1.9282
0.898
-0.7394
-0.1299
0.8
1.5231
-1.1176
-0.8636
0.5732
-0.0666
0.1927
1.3542
-1.2368
-2.2419
0.1149
1.5725
-0.3547
-1.8355
0.7436
1.2955
-0.2641
-0.0375
-0.0162
0.6017
0.636
-0.1227
-1.9916
-0.4648
0.6587
0.1737
1.0673
0.0441
0.7196
1.0929
-0.8605
1.0466
-0.2438
0.5274
-0.2833
-0.3524
-0.0032
-0.7324
274.4
0
2,754
66.11
MASTECTOMY
Breast Cancer
Breast Invasive Lobular Carcinoma
Moderate
0
Normal
2
Negative
Negative
2
NEUTRAL
Negative
Lobular
1
Post
3
Left
0
3.07
ILC
Negative
0
ER+/HER2- Low Prolif
35
1
Died of Disease
-1.4669
1.0133
-0.1036
0.4974
-0.4173
0.6654
-1.6627
0.3342
-0.6028
-0.3139
-0.1112
-0.0443
-0.2196
-0.0164
-0.7539
0.7788
1.1471
-0.1971
-0.1189
1.0559
0.6365
-0.4435
-0.7172
-0.8488
0.0757
-0.1472
-0.6843
-0.9078
-0.384
-1.0043
0.2938
-0.0161
0.6404
-0.1683
1.2912
-0.0738
0.4248
-0.6472
-0.0709
-0.7748
-0.2915
-1.1196
0.237
-0.4229
-0.5403
0.4696
-1.6673
0.8176
0.005
-1.2194
-1.0164
-0.3305
0.2778
-0.5388
-0.6749
-0.5127
0.8779
-0.0051
-0.1305
-0.7481
1.4214
0.8954
-0.0141
-0.3575
-0.2215
-0.2092
-0.474
-0.09
0.8939
-0.0527
-0.7948
2.0213
-0.445
-0.2963
-0.7879
0.9269
0.5763
-0.3574
-0.2339
-0.7347
-0.0974
-0.57
-1.9862
0.0907
-0.7198
0.2308
0.2953
-1.6345
-0.3075
-0.9453
-0.6875
-0.0864
-0.4307
0.536
0.0714
1.7145
-0.4472
0.0057
-0.1553
-1.1884
-0.3887
0.9024
-1.2233
0.3068
0.2355
-0.176
-0.6327
-0.172
0.7164
-0.1761
0.5213
1.44
-0.6813
0.8488
0.1551
-0.4758
-0.0951
-0.4747
-2.0372
0.6549
-0.3858
0.9255
-1.0904
0.5809
-0.5248
0.2011
0.0883
1.0039
1.7714
0.2678
0.2703
-0.2571
0.7924
-0.908
0.5451
-1.0854
-0.2752
0.3553
1.1275
1.373
1.0499
-0.5623
-0.3857
0.188
-0.2045
1.6767
0.4536
-0.4787
0.6819
0.3567
-0.3117
-0.0532
0.364
0.9416
1.0351
-0.3593
0.1938
0.5367
-0.1978
0.0708
0.2532
-0.0252
0.065
0.2199
0.084
0.8853
0.2163
-0.1029
-0.7845
-0.8227
0.9803
-0.5821
-0.261
0.4228
-1.045
0.1846
-0.5906
0.3669
0.5763
0.0841
-0.951
0.7972
0.4009
0.2952
0.3072
-0.5156
1.2003
0.0283
0.4163
0.1141
0.4938
-0.717
-0.405
0.4172
0.1539
1.0093
-0.2248
-0.7863
0.2289
0.5601
-0.5603
0.7346
-1.6832
-1.4383
-0.6659
-0.2052
-0.8168
-0.2942
-0.4193
1.6476
-0.2288
0.959
-0.7229
0.166
1.6613
-0.402
0.2756
-0.9397
-0.8999
-1.7742
1.6921
0.1459
2.3694
0.8963
-1.2354
0.1756
-0.3023
-0.247
-0.1538
-1.0104
-0.5819
1.2128
0.9183
-0.4472
-0.4796
0.1764
1.555
-0.0818
-0.2306
-0.943
0.9831
0.6354
-1.0671
0.9495
0.3359
-0.4688
1.3647
-0.4966
0.8402
-0.9834
-0.7053
1.0238
-0.2276
0.2841
-0.0718
-0.8759
-0.0617
0.0444
-0.5147
-0.8896
-0.3285
-0.3661
-0.4413
1.1074
-0.7666
0.9818
1.079
1.027
1.1809
0.8569
0.5944
-0.7299
-0.3949
0.5793
-0.7569
-0.7081
0.525
-1.2283
-1.1888
0.1466
-1.2
-0.9194
0.2487
-0.0403
-0.9246
-1.1325
0.1865
0.4496
0.0147
-0.2091
-0.1843
-1.9481
-1.1253
-0.2076
0.9959
-0.426
-0.2243
0.1753
-0.1487
-0.202
0.0887
-0.7809
-0.2521
0.4583
-0.1191
-1.1224
0.0125
0.8577
0.9171
2.3162
-0.52
0.7522
0.4265
0.1847
0.4382
0.4602
0.4523
-0.2429
-0.3065
-0.9343
0.7743
-0.8544
-1.9772
-1.1153
-0.9115
-0.2041
0.4747
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-0.4698
-0.5629
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1.0621
-0.4318
0.6226
-0.3719
-0.992
-0.8254
-0.9681
0.2184
0.9049
1.2564
-0.3425
-0.3258
-0.1061
-0.3901
0.3281
-0.2263
1.8431
-0.8047
0.5975
-0.3275
1.0102
0.8366
0.6631
0.3003
-0.0096
2.3219
-0.4498
-0.4247
0.715
-0.0938
0.0378
-0.2738
0.898
-0.57
-0.1896
-0.1692
0.0217
-1.5834
0.194
-0.2242
-0.1694
0.5682
-0.8034
1.2469
0.6317
-0.0601
-0.9823
0.7796
0.489
0.6375
-0.0106
0.3108
0.2213
-1.707
-1.0015
0.7575
0.1613
0.421
-0.3864
0.4849
-0.4947
0.5899
0.5122
-0.2346
-0.3706
-0.0808
-1.6465
-1.1944
-0.5047
-0.5877
1.9707
-0.0895
-0.25
-0.6776
0.1854
0.5559
0.2711
-1.1376
-1.4281
-0.5824
1.5226
0.7594
0.7659
-0.6272
-0.27
0.7464
-0.8043
-0.2321
0.5891
0.4403
-1.0457
-0.2568
-0.4496
0.3685
0.6341
-0.2581
0.5587
-0.5786
0.1506
-0.1609
-0.1157
-0.2736
1.0514
0.5784
2.2551
1.7299
-0.2691
-0.8133
-1.4672
0.4946
-0.8367
0.2027
0.4097
1.2617
-0.3448
0.1712
-0.5502
-0.1558
1.0706
0.4901
-0.1354
-0.3937
5.0043
-0.2718
-0.3224
-0.4092
-1.4424
0.5249
0.9586
1.1956
-0.7128
0.2575
1.0859
-0.0713
0.2025
-0.3461
0.081
0.9124
0.2999
-0.7507
0.1023
-0.1856
0.7276
-0.0153
-0.2384
0.9672
0.5488
0.1345
4.8841
0.6369
-1.0253
-2.555
-1.7179
-0.3291
-0.332
0.6042
203.533333
1
2,758
38.16
MASTECTOMY
Breast Cancer
Breast Invasive Ductal Carcinoma
Low
1
claudin-low
2
Negative
Negative
3
GAIN
Positive
Ductal/NST
0
Pre
4ER-
Right
4
6.09
IDC
Negative
0
HER2+
45
3
Died of Disease
-0.975
-0.0578
-0.9967
1.1029
-0.5319
-0.2628
0.5349
-0.352
0.0955
0.0309
-1.0382
0.0197
-0.3311
0.3939
-0.0897
0.2989
0.1
-0.6834
-0.7909
-0.0922
0.6766
-0.754
1.134
-0.2128
0.6229
0.4229
1.5398
-0.1727
-0.122
-0.843
-0.496
0.663
0.8737
1.2831
2.085
0.2143
0.6627
0.0338
0.7859
-0.7295
0.8156
0.7623
-0.5846
-0.3637
-0.3832
1.1197
0.5587
2.2601
0.7389
0.1487
-0.15
-1.206
0.119
-0.3038
-0.3586
-0.5284
0.9807
0.0085
-0.4759
0.3132
-0.8437
1.0005
-0.3164
-0.6305
-0.184
0.8406
-0.2306
0.2829
-0.5812
0.928
-1.2676
0.6325
-0.5737
0.9072
-0.1652
1.5449
0.0603
0.7947
0.7346
-1.1306
1.016
-0.9504
-0.1258
-0.3952
-0.4337
0.9267
0.2497
-0.6383
-1.1925
0.1942
0.5279
0.2884
-0.1203
0.1849
-0.7019
0.1305
-0.9556
-1.5864
0.7777
-0.6496
-0.1197
-0.1933
0.3143
-0.0224
-0.4242
1.6392
0.2271
-0.1577
1.8882
-1.8458
-0.4106
1.5539
-0.6796
0.3547
-0.8361
-0.0916
-0.4384
0.8247
0.3872
-0.4398
-0.1289
-0.7078
-0.3662
-0.9355
-0.0297
0.1989
0.1113
1.0211
-0.648
0.7552
0.424
-0.5896
1.0471
-0.8114
0.9819
-0.568
0.5438
0.8927
-0.4369
0.9889
1.1729
1.0179
0.7083
0.3877
1.048
3.2338
0.2032
1.2782
0.4777
-0.2389
-0.0713
-0.939
0.4831
0.9614
0.4384
1.2072
1.3587
-1.69
-0.421
1.597
0.9315
-0.145
-0.8726
0.6759
-0.3381
1.2121
-0.1193
-0.2271
-1.1838
-0.3705
2.8133
0.7556
-0.5849
1.4622
-1.3826
-0.6864
0.7859
0.7753
1.7948
0.2633
1.2649
1.1465
0.9827
0.1479
0.4681
-1.6797
-0.2636
-0.0819
-0.8053
0.2673
0.7302
-0.2042
1.5817
0.5983
-0.9928
0.0765
-0.6966
-0.5153
1.0261
-0.7438
0.4416
0.9745
-1.4733
-1.7604
1.7535
0.7065
0.4107
0.7684
1.8105
0.9686
0.4627
-0.7625
0.4196
1.4928
0.8276
0.0823
-0.5579
-0.8063
-0.2302
0.2151
-0.9778
0.2678
2.1248
1.1265
0.7923
0.0904
0.4724
-0.0839
-0.1958
-0.2298
0.048
2.1227
0.8754
-1.4035
0.4988
0.9071
1.6131
-1.5167
0.2592
-0.4909
-0.7082
0.0512
-1.2508
0.8522
0.2834
1.452
0.6001
0.2167
0.6007
0.0396
-0.7672
-1.0496
-0.5929
0.5578
-0.4713
-0.0382
0.2923
-0.1944
0.0414
0.6025
-0.2248
-0.0303
-0.1155
-0.1969
-1.2012
1.0947
0.1994
0.4132
1.5257
0.0388
-0.1112
-0.6193
-0.1107
-0.812
-0.9156
-0.0275
-0.8624
-0.1762
-0.4394
1.4992
-2.0033
-0.2401
0.4032
0.748
0.1473
1.3003
0.2376
0.3794
-0.2374
-0.9368
1.645
-1.4775
0.1843
-1.5727
-0.8511
-0.1256
-0.3682
0.7657
-0.5439
-0.1023
-0.4944
-0.2616
-1.6015
-0.3223
-1.5609
-0.0641
-0.2595
-0.8202
0.0973
1.2517
-0.0145
0.202
1.7075
-1.1699
0.1721
-0.0955
1.0745
0.0148
-1.8167
0.1036
1.2851
-1.0971
0.2005
-1.4766
-1.2895
-0.4366
0.4652
0.6467
0.405
-0.9344
-0.0008
0.1244
-0.1981
1.4767
0.7856
-0.2082
-0.4943
2.3054
-0.058
-0.6423
-0.3388
0.4042
-0.5603
-0.4471
0.4049
-0.6343
-1.0126
-1.1753
-0.2643
0.0597
-1.0123
0.1601
-0.2906
-0.0194
1.3972
1.9893
1.5065
0.7346
1.4934
0.5564
-1.128
-0.2591
0.7806
-0.0637
-0.0042
-2.2712
-0.8365
-0.7484
0.3144
-0.4681
-0.1762
-1.0391
1.4192
0.6431
-0.403
-0.7816
1.0103
0.2314
0.9482
-0.8822
1.7607
0.6449
1.3504
-0.5418
0.4632
-1.0625
-0.6163
0.0495
0.4522
-0.8813
-0.897
0.2561
-0.339
0.969
1.1743
0.0866
0.6753
0.6393
0.8226
-0.505
-0.146
-0.4215
1.0267
1.1632
-0.9588
0.0584
-0.3951
0.2871
0.7973
0.3277
-0.9029
-0.7913
0.3584
0.7376
1.038
1.5482
-0.0553
-0.3505
0.1699
-0.9655
-0.2347
0.1301
-0.4675
-0.241
0.5349
0.0284
1.5383
1.4547
1.0544
-0.8279
1.5502
0.8991
1.1153
-0.9163
-0.552
-0.0342
1.4785
0.5642
0.087
-0.4229
-0.9161
0.7568
-1.5884
-1.0378
0.4933
-0.45
0.0849
-0.0301
-0.4625
-0.7531
-0.5234
1.5936
0.5138
-0.5693
-0.2667
1.6961
1.2968
-0.1357
0.99
0.0687
-2.2421
-0.4891
-1.3655
-1.1528
0.6975
0.7513
-1.1058
0.3753
-0.4115
0.2195
1.8463
-0.0472
-0.4517
-0.772
-0.2821
1.2956
-0.9371
0.4053
0.7644
0.2902
0.4719
0.5368
-0.9069
-0.1823
-1.0044
-0.6469
-0.3682
-0.9894
1.0981
35
1
2,760
63.1
BREAST CONSERVING
Breast Cancer
Breast Invasive Ductal Carcinoma
Moderate
0
LumB
2
Positve
Positive
2
NEUTRAL
Negative
Ductal/NST
1
Post
7
Right
2
4.03
IDC
Positive
1
ER+/HER2- Low Prolif
15
2
Died of Disease
-0.7567
-1.0875
0.6983
0.8735
0.361
0.718
-0.2937
0.0981
0.8666
0.2658
-0.3094
-0.42
0.5879
-0.439
-0.2984
-0.2528
-0.7228
0.3766
-0.3818
1.5614
1.7843
-1.0778
-0.0226
-0.4154
0.4276
0.3116
-0.5928
0.8189
-0.1875
0.2675
-0.415
-0.6683
-0.1574
-0.535
-0.7842
-0.4795
-0.2937
0.3386
0.7097
-0.298
-0.4402
-1.1648
-0.1632
-0.5583
-0.2104
-0.6227
-1.071
0.5462
0.4357
-0.833
-0.286
-0.0366
0.3116
-0.2426
-0.4724
1.3557
1.1442
-0.8678
-0.435
0.7123
-0.6831
0.7351
-0.0744
-0.0908
-1.4646
0.9338
-0.7168
0.2769
-0.2524
0.3234
0.3979
0.4864
-1.0248
-0.8093
-0.0179
0.4686
0.3188
-0.2216
-0.2965
-0.3467
-0.3615
-0.5604
-1.6115
0.6737
-0.1805
-0.1185
-0.404
0.2572
-0.5632
-0.4922
-0.6151
-0.2104
-0.0757
0.6415
0.3837
0.8957
-0.4901
0.4408
0.074
-0.7243
0.4144
1.5262
-0.5057
-0.4003
-0.1109
0.0081
0.009
-0.8603
0.179
-0.9455
-1.4167
-1.3914
-0.127
-0.8318
-0.0246
-0.6816
-1.6021
-0.6445
1.3387
-1.041
-0.305
0.9439
0.6331
-0.0261
-0.7288
0.1571
-0.7416
-0.4237
-0.6537
-0.3374
-0.4157
-0.2884
0.0172
1.5942
0.6417
-0.1391
-0.921
-0.5692
-0.2376
-1.6769
-0.4842
0.3452
-0.8223
0.7477
1.0133
-0.3067
0.3016
-0.7738
-0.6836
-0.6986
0.4153
0.9836
-0.6598
0.3327
-0.3178
-0.4156
-0.6591
-1.0235
-0.8859
0.289
-0.0251
-0.1336
-0.6999
0.4625
0.5698
-0.6564
-0.1438
-0.6271
-0.4303
-1.2126
0.1296
-0.3542
-1.1903
-0.3145
0.722
0.1739
0.3166
-0.6375
1.8389
-1.3148
-0.0892
-0.5689
0.2797
-0.1157
-0.2693
-0.4705
-1.1817
1.5608
0.0955
0.5906
0.0728
-0.5098
-0.8858
-1.5258
-0.1496
0.1625
0.9714
-0.6522
-0.1221
-0.7543
-0.2158
1.0414
0.1645
0.8111
-0.8015
-0.1222
0.8059
-0.617
0.9218
0.1084
-0.2299
0.0285
-0.3253
1.2441
0.193
0.0084
-0.2553
-0.5128
-0.5023
-1.3432
0.8514
0.6151
-0.4264
-0.0466
-0.5185
-0.2627
0.7752
0.2854
-0.0207
-0.4687
-0.6464
0.2608
0.3028
-0.1214
-0.7497
-0.4117
1.6333
0.5727
-0.3802
-0.9535
-0.1369
0.4046
-0.3572
1.1434
-0.7438
0.0356
0.7785
-0.0816
-0.0153
-0.3448
-0.9769
-0.0481
-0.7513
-0.5878
0.029
0.133
0.3624
-0.3738
0.2814
-0.3631
0.2595
0.2899
-0.8091
-0.6045
-0.9124
-0.096
0.4618
-0.0155
0.6265
1.3317
0.7312
1.4699
-1.3033
-0.4773
0.3065
-0.595
-1.109
0.0182
-0.551
-0.5155
0.6367
-1.2944
0.6672
-0.2446
0.8566
0.5903
-0.3961
-0.074
-0.2023
-0.2613
-0.322
-0.3438
0.0351
-0.811
-0.0712
0.0944
0.5685
0.0536
-0.4434
0.0462
-0.5248
-0.6559
0.4821
-0.0332
-0.5305
-0.8577
-0.5282
-0.2139
-0.6972
-0.0697
-0.7441
0.0569
0.4832
0.7201
0.3305
1.0532
0.9002
-0.8687
0.1952
0.3277
-0.1039
0.1964
-1.0516
-0.81
0.0632
0.8938
3.2811
-1.2562
1.225
-0.6266
0.2322
0.2996
0.0928
0.9469
-0.142
0.2512
0.0831
0.0882
1.1341
0.7375
0.5768
1.1663
1.5108
-0.5702
0.5348
-0.4411
-0.8737
-0.4539
-0.6382
-1.4003
0.9597
0.1555
-0.2541
-0.1999
0.2444
0.5899
-0.3685
-0.3519
0.8615
-0.3514
-0.2859
0.431
0.3264
-0.0247
-0.116
-0.2883
-0.939
-0.0267
-0.3084
-0.4105
-2.3194
-1.48
-0.4165
0.3193
-0.7218
1.1434
-0.9622
-0.039
-0.273
-1.392
-0.4011
-0.5892
0.2322
-0.4446
0.2602
-0.3854
-0.946
1.1415
-0.211
0.1424
0.5016
-0.6233
-0.1002
0.0657
1.3587
0.0511
0.5171
-0.5351
1.2068
0.0495
0.1448
0.0516
-0.7192
0.4816
-0.4652
-0.9984
0.2884
0.241
-0.2828
-0.0586
-0.3032
0.1062
-0.5169
0.1652
-0.516
0.7653
-0.7929
-1.2772
0.111
0.1992
0.0942
-0.2701
-0.3964
-0.0271
-0.6326
-0.2187
1.5749
1.185
-0.1581
-1.3824
1.1196
0.9276
1.0643
0.8455
-0.03
2.7197
-0.4392
-0.0921
1.2444
-0.3034
0.0683
1.0801
0.3688
0.6604
-1.4769
-0.4151
1.4903
-0.5399
-0.2793
-0.3223
-0.3118
1.2482
0.62
0.0805
-0.237
-0.5042
0.4365
1.782
-0.1652
0.4871
0.3639
1.2605
-1.2803
0.404
-0.9543
-0.1933
0.5127
0.5941
0.88
-0.4809
-0.4701
1.0714
0.3974
-0.6776
-0.2424
-0.0866
0.085
0.5754
0.1025
-0.9487
1.3027
-0.7807
-0.6837
-0.7547
-0.3185
0.3357
2.0484
3.2089
2.201
118.033333
1
2,763
70.32
MASTECTOMY
Breast Cancer
Breast Invasive Mixed Mucinous Carcinoma
Moderate
0
LumB
2
Positve
Positive
2
NEUTRAL
Negative
Mucinous
1
Post
4ER+
Right
0
3.052
IMMC
Positive
0
ER+/HER2- High Prolif
26
1
Living
-0.2087
-0.107
-1.0883
0.0934
0.2194
1.3312
1.6719
0.2026
-0.3132
-0.5954
0.4397
-2.1364
0.6432
0.7022
0.573
1.5905
0.8112
0.1376
0.4331
1.0488
1.3613
-0.7295
1.728
-0.5326
-0.0872
0.2743
-0.5278
-0.6006
0.2356
0.2252
-0.6119
0.3321
-1.6621
0.2013
-0.5197
1.7439
0.2261
-1.3529
-0.4573
-0.3176
-1.1113
0.9548
0.1254
-1.6791
-0.3149
0.1525
-1.1188
0.2789
-0.1359
-0.8525
-1.2633
-0.0021
-0.2006
0.0063
0.7989
0.4858
0.3693
-0.2976
-0.0311
1.359
-0.0876
0.2237
1.1087
1.2356
-0.3778
3.1207
-0.8137
0.2995
-1.1293
0.1723
-0.6613
0.0045
-0.7084
-0.5841
-0.5727
0.5392
0.4772
0.043
0.2681
-0.6021
-0.3298
-1.0112
-1.1874
1.659
-0.7609
0.5594
-0.3754
-0.5802
-0.6201
-0.2783
0.431
0.1723
0.3672
0.6461
-0.4591
0.125
-0.098
-0.9998
0.2421
0.018
1.2467
0.5412
-0.9673
-0.8601
1.2626
-0.414
-0.3454
-0.6018
-0.4328
-0.4139
0.2789
1.0653
-0.837
-0.2075
0.5713
-0.1396
3.8387
0.6272
0.822
-1.337
-0.6794
0.8216
2.0066
0.7577
-0.2879
-0.0352
-0.8532
0.2773
-0.9703
0.6018
-0.7511
-0.5727
-0.1723
1.4215
-0.0901
0.329
-0.6302
-1.3541
0.3996
-0.2857
0.9534
1.2041
0.0473
1.012
0.8324
-0.392
0.2073
1.8373
-0.0458
-0.6368
0.4033
0.153
-0.7723
0.3809
-0.0375
-0.8973
-0.4463
0.7115
-0.1576
0.225
0.1192
0.2917
-0.8762
-0.2277
-0.4095
-0.7733
-0.3973
-0.3283
1.6043
-1.3161
0.9229
0.2676
0.1072
0.1064
0.3629
0.2125
-0.0627
2.2703
0.0868
0.5703
-0.5702
1.2396
-0.927
0.1171
1.5458
-0.6806
-0.1499
1.3788
0.1695
-1.6333
-1.0541
-0.7541
-1.2384
-0.3431
-0.2586
0.1892
0.7397
1.4594
-0.0985
-0.9323
0.4628
0.6951
-0.4568
0.6993
-0.6179
-0.9478
0.1814
-0.5759
-0.3671
0.2244
-0.1336
1.2736
-0.1356
1.7939
-0.6776
-1.5101
-0.3989
-0.8165
0.0188
0.4555
0.5176
-0.1111
-1.3008
-1.4654
0.1431
0.3363
2.9683
-0.1042
-0.2865
-0.7638
-0.305
0.0744
0.3044
1.2015
-0.8921
0.3692
-0.9633
0.5313
-0.72
-0.3555
-0.4386
0.0748
-0.7055
1.5417
0.8647
-0.8696
1.3786
0.3041
0.4146
-0.2412
-0.3399
-0.3886
0.2596
1.6516
-1.1552
-0.9908
0.3069
0.6179
-1.2516
-0.2921
0.5184
0.1631
3.5453
0.394
0.6068
-0.5445
1.3152
-0.8944
0.2623
-0.5226
1.118
0.5439
0.2648
-0.3292
0.3531
0.9436
0.6927
0.4429
0.0092
0.4544
0.6256
-1.0229
1.0686
0.0996
3.2149
0.6429
-0.5478
-0.1976
-1.5695
0.6653
-0.4882
0.4746
-0.8678
-0.8753
-0.6463
-1.8528
-0.3485
1.0536
-0.8272
-0.2094
-0.269
-0.5012
0.5745
-0.8338
0.1532
-0.8005
-0.0879
-0.2543
-0.596
0.0591
0.7789
0.9971
-0.886
-2.6653
0.4556
-1.6662
1.0952
0.0267
0.8089
0.3516
-1.6717
-1.4477
-0.2544
0.2341
-1.8866
-0.1018
0.0696
0.0514
0.2036
-0.974
0.2826
0.4737
-0.1038
0.1067
0.2768
-1.2915
0.4218
-1.0205
-0.4084
0.3293
-0.2082
0.449
-0.271
-0.3083
-0.4345
-0.7796
-0.4703
-1.1915
-0.7152
-0.8847
-0.5699
1.3071
-0.4137
0.1381
0.0105
0.7599
-0.8528
0.6455
-0.4084
-1.2249
-1.3586
-0.3386
0.5626
-0.1142
-0.2313
0.4693
0.0883
-0.5567
0.0737
-0.5333
-0.1666
0.3247
-1.2263
-0.3269
1.2921
-0.8462
-0.8371
0.0819
0.2142
-0.4068
0.1628
0.5756
-0.448
-1.1349
1.2834
-0.7293
-1.486
0.4464
-0.1269
0.2053
-0.4251
-0.7108
-0.7371
0.0621
-0.1676
0.5174
-0.0581
-0.5506
1.2739
-0.547
0.015
-0.8385
0.3431
-0.6467
0.9666
0.6076
0.0773
-0.1066
-0.9587
0.802
0.1384
-0.0203
0.6956
0.2239
-0.1306
0.2371
0.307
-0.2263
-0.8773
0.1878
0.1771
-0.4021
-0.714
-0.2581
0.7852
0.3767
2.222
-0.2993
0.4947
1.3424
-0.5344
-0.0316
0.0306
0.2702
-0.2043
-0.1198
2.1302
0.9784
1.0746
-0.9509
0.1841
0.3551
-0.5301
-0.744
0.2265
0.5426
0.0922
-0.0263
0.8339
-0.2828
0.0599
-0.4013
-0.8519
-0.7394
0.4292
-0.8043
-0.3469
0.1964
-0.555
0.4651
0.1991
1.0239
-0.7841
-0.1438
0.0189
-0.7261
0.4847
-0.2615
-0.437
0.5139
-0.2875
1.5636
0.1281
-0.0634
-0.1798
1.4212
0.7448
0.0514
0.4996
-0.4839
0.1056
0.1409
1.2182
-1.2053
-0.4665
-0.3512
3.6619
1.5658
0.0314
275.6
0
2,764
57.48
BREAST CONSERVING
Breast Cancer
Breast Invasive Ductal Carcinoma
Low
0
claudin-low
2
Positve
Positive
2
NEUTRAL
Negative
Tubular/ cribriform
1
Post
4ER+
null
1
4.03
IDC
Negative
1
ER-/HER2-
15
2
Died of Disease
-1.2183
0.2306
-0.8717
-0.2546
-0.2853
0.3135
-0.8548
0.7154
0.4628
-0.3077
0.6466
-1.821
-0.4252
-0.8604
-1.4301
-0.4441
-0.4777
-0.196
0.2036
0.5133
0.4836
-0.1674
0.6225
-0.2596
-1.546
-1.4961
-0.6587
-0.6062
-0.8272
-0.906
0.5318
0.4051
1.3205
-0.4694
-1.6233
0.6668
-0.4759
-0.4023
0.0002
-1.2181
-1.242
0.2956
-1.2434
-0.3299
-1.0096
-0.7715
-0.1114
1.2265
-0.105
-0.9556
0.0305
0.3438
0.7973
0.8962
-0.4692
0.4348
1.4074
-0.2396
-0.7289
0.6911
-1.4228
0.6738
0.4551
-0.3827
-0.2969
1.3099
-0.3982
1.8289
0.7343
-1.0982
0.6311
0.9966
-0.3247
-0.1317
-0.7631
-0.1233
-0.0713
-0.0655
-0.6442
-0.5684
1.0831
0.9299
-1.2186
-0.3703
0.5
1.2014
-0.7343
0.0815
-0.4004
0.1676
-0.0231
0.2019
0.2417
0.5169
-0.4893
0.3384
-0.8643
-1.8856
1.1937
-0.224
-0.3096
0.0875
0.1913
-0.2498
-0.6695
0.3225
0.7038
0.0864
0.6833
-0.3696
-0.2557
0.0713
-1.0542
2.617
-0.462
-0.2942
-0.7981
0.3031
0.6838
-1.2645
-1.7568
0.101
0.0002
-1.1049
-0.1674
-0.7977
0.809
-0.3247
0.4224
0.7236
0.8779
-0.6015
0.6328
-0.8963
-0.1194
-0.8853
0.4504
-0.3962
-0.4147
-1.4034
0.9142
-0.1601
-0.7166
-0.6898
1.7932
-0.2598
-0.003
0.7998
0.7478
1.0476
-0.085
0.9081
0.6168
-0.3401
-0.7806
0.1284
-1.0641
-1.4889
-0.2257
1.5895
2.6494
0.5366
0.8829
2.8232
0.6026
1.2173
0.0311
0.6045
-0.5845
-1.8928
1.0118
0.0333
-0.8388
1.3392
-0.1444
-0.7384
-0.7987
-1.1753
1.0231
0.9889
-0.2813
0.1485
2.038
-0.5133
-0.1446
0.4392
-0.3586
0.1539
-0.0766
-0.504
2.2869
0.518
-0.5513
0.35
0.5926
0.3412
0.8082
-0.2111
0.029
1.2756
0.4995
-0.3607
-0.8509
-0.5428
-0.6205
-0.6055
-1.1422
-0.247
-0.7243
0.6729
-0.5495
0.0337
0.3566
2.0212
4.5025
-1.5562
-0.419
0.4178
-0.5379
0.3795
2.8325
0.7562
-0.5029
1.2555
1.4554
-0.5938
0.3668
-0.1792
-1.6148
1.0121
-0.6078
2.2666
2.0784
-1.683
-0.2425
-0.5223
1.0877
-0.9932
2.7632
-1.1443
-1.9853
0.0658
-1.1091
0.399
0.3495
0.7872
0.996
-0.2362
1.2175
-1.0985
-0.6128
0.0916
-0.9609
-0.4871
0.1885
1.0982
-0.0865
-0.786
0.5209
-0.6151
0.6614
0.7069
-1.0355
-1.2323
-0.9826
-0.0245
1.5453
-0.0772
1.9465
1.5215
1.4118
-0.2944
-1.8249
0.7677
0.2
-0.2518
0.1264
-0.6693
-1.2705
0.5251
-0.7056
-1.2371
-0.1399
0.2075
0.6983
1.8119
1.43
-0.2433
0.0525
0.4535
2.5841
-0.4058
-0.0869
-0.2507
-0.8368
1.5481
-0.0578
-0.2907
0.0882
0.1697
-0.9905
-0.8783
-0.4252
0.5917
-0.3969
-0.1844
0.536
-1.6161
2.8736
3.9317
-1.2777
-0.3616
1.7677
-0.4605
1.2935
1.3656
0.5939
-0.3715
-0.8145
-0.62
0.7413
1.5514
-1.4315
-0.0769
-0.5351
-0.4637
0.6895
-0.9931
-1.0877
-0.5308
0.0952
0.7488
-0.2773
1.8923
-0.2395
-0.8243
-0.6508
-0.3057
0.4607
-0.0634
-0.4728
1.6141
0.3102
-1.2397
0.0384
-1.219
-0.6247
-0.5953
-0.1619
-1.0777
-0.7055
-0.8718
0.5534
-1.0517
-0.3995
0.1496
1.2903
0.0897
2.5749
1.4424
0.0685
-0.8254
0.271
-0.4309
0.1904
0.6641
-1.463
-0.2778
-0.1027
-0.4016
-0.3524
-0.2019
-1.0355
-0.3049
-0.4204
-0.8839
1.1522
0.2314
-0.459
-0.2132
2.223
0.412
0.6037
-1.7896
-0.027
0.2907
-0.5988
-0.3379
-1.0808
-1.6247
-0.4125
-0.6219
0.5199
-0.012
1.9972
0.1697
0.0711
0.1082
0.0064
0.0396
0.414
-0.1288
-0.468
1.2788
-0.7597
0.7132
-0.8275
1.234
0.2079
-1.204
-0.6348
-0.0738
0.5696
3.7786
-0.2545
1.799
-1.5204
-0.1424
-0.2112
-0.5177
-0.9922
0.2873
1.2441
-0.9651
0.4985
-1.0823
1.2091
0.8035
0.6466
0.3289
1.3905
1.657
2.0114
0.0694
-1.1323
0.1785
0.5912
1.8855
-0.192
2.6247
-0.8911
0.32
-0.0759
-0.8031
0.6058
3.1185
0.7566
-0.1058
-1.7627
-0.5189
-1.2839
2.3998
-0.09
-0.0733
1.255
0.6362
1.2072
0.274
-0.6908
-1.207
-0.2153
0.4925
-1.1502
0.2951
1.2851
0.5519
0.4345
-0.292
-0.5439
-1.1507
1.4395
0.8154
1.5884
-0.9682
0.1103
1.0221
0.5198
-0.0237
1.8469
-0.4803
-0.4837
-1.0859
-0.4962
0.2695
-0.696
-1.3706
0.196
-0.9284
-0.3435
270.133333
1
2,765
65.79
BREAST CONSERVING
Breast Cancer
Breast Invasive Ductal Carcinoma
Moderate
0
claudin-low
2
Positve
Positive
3
GAIN
Negative
Ductal/NST
1
Post
3
Left
0
4.034
IDC
Positive
1
ER+/HER2- Low Prolif
17
1
Died of Other Causes
-0.0213
0.5074
-0.5513
-0.0526
-0.2621
-0.4947
-0.2433
-1.0854
-0.6525
0.3291
-0.1452
-0.7008
0.7813
0.1885
-0.7587
1.1065
-0.24
1.4256
-0.213
0.5796
0.5522
-0.3047
0.3983
-0.1912
0.3092
-0.2958
-0.5326
0.1513
-0.6708
-0.5781
-0.3839
-0.3588
0.1422
-0.5931
-0.1228
0.3553
-0.0847
-0.3022
-0.3012
-0.8173
-0.4667
-0.7567
-1.0005
-0.9287
-0.5277
-1.2252
-0.4876
0.364
0.0821
-0.0149
0.1049
-0.5107
1.2993
0.8127
0.4788
0.5173
0.1332
-0.3289
0.7853
-0.337
-1.2056
0.8011
-0.251
-0.5501
-0.049
-0.3638
-0.1629
-0.0145
-0.8856
-1.082
-0.3118
-0.1891
-0.1857
0.583
-1.8559
0.0937
-0.5109
-0.7496
-0.6284
-0.6923
-0.3489
-1.5148
-0.655
-0.4838
-0.271
-0.1603
-0.0329
0.3578
-0.1913
-0.687
0.629
-0.907
-0.8719
-0.5446
-0.1624
0.5764
0.607
-0.0691
0.4725
-0.6439
0.2702
-0.0144
-1.5236
-1.2412
-3.1089
0.2428
-1.5615
-0.8574
-0.1086
-0.7153
0.4822
0.0957
-0.7407
-0.0274
-1.0026
-0.5995
0.6909
0.9244
-1.0293
0.2322
-0.4093
1.1474
0.1692
0.0769
0.5294
-0.5865
-0.012
-0.034
-0.4156
0.1932
-0.2973
0.06
0.4694
-0.876
0.3039
-0.7716
-0.3302
0.1359
0.228
1.0265
0.2751
-0.7464
0.2391
1.5904
1.7157
-0.1087
-1.2667
0.2956
0.5628
1.2842
-0.6449
-0.1363
-0.2812
0.6335
-0.8988
-0.2484
-0.757
-0.177
-0.5919
0.2506
-1.2747
-0.0646
-0.7177
1.6993
-0.6335
-0.1532
-0.7059
-0.9052
0.0353
-1.3727
0.6671
0.0903
-0.6118
1.0949
0.4551
-0.295
0.7366
-0.8189
0.7106
2.6663
1.0947
-0.9898
0.8662
-0.8624
0.8822
-1.027
-1.167
1.1852
0.9046
0.3606
-0.0564
-1.2108
-0.0937
-0.4012
-0.2447
0.318
-0.4719
-0.3776
-0.8083
-0.1715
0.668
0.3224
-1.1739
-1.072
-0.4164
-0.3023
0.3394
1.1473
0.174
0.9281
-1.1069
-0.3091
-1.0351
2.8878
0.1586
0.7367
0.8432
-0.4982
-0.6832
-0.7752
-0.1194
0.4199
-0.5637
0.8062
2.1243
-0.7274
0.1938
-0.9999
-0.2249
-0.86
-1.3191
0.9999
0.4265
-0.8666
-0.7061
1.4039
0.5275
-1.8778
0.2337
-1.0636
-0.1818
0.12
-0.8145
-0.3702
0.4928
1.3074
0.2648
-0.1465
0.6685
-0.0243
-0.5594
0.0451
-0.8522
-0.5097
-0.7302
-0.2056
0.0988
-0.0236
-0.0285
-0.1102
-0.617
0.0515
-0.9197
0.0722
0.3916
-0.7516
0.2937
-0.9882
1.2884
-0.0841
-0.1497
-0.9898
-1.2549
0.2628
0.3263
-0.3417
-0.2531
-0.8144
-1.8275
0.3192
0.3122
-0.509
1.0657
-0.3831
0.6454
0.006
0.0298
0.3131
-0.5152
0.8365
0.2123
-0.6724
-0.3427
-0.64
-0.2802
-0.5075
-0.6183
-0.4922
-0.1959
-0.2746
-1.3078
-0.6107
0.7096
0.5813
-0.8811
-0.0255
-0.1125
-0.9039
0.1573
0.5943
-2.4713
0.4993
0.9102
-0.7651
0.3807
-0.3293
1.0186
0.4157
1.1728
0.1606
0.5537
-0.5796
-0.583
-0.2283
-0.4703
-1.1671
-0.0169
-0.8548
0.9564
1.1002
-0.785
0.108
-0.3225
1.0715
-1.5349
-0.0153
-1.0232
-0.2335
1.2523
-0.2712
-0.164
1.5829
-0.7801
-0.3852
0.3356
-0.7949
0.0119
-0.4451
0.7151
-0.4363
0.9691
-0.8514
-1.064
0.1805
0.8331
0.0784
0.7597
-0.0105
1.0928
-0.6184
-0.9173
-1.429
0.5767
-0.7535
-0.5465
0.0503
-1.2702
0.125
-0.5485
-0.556
-0.1771
0.015
-0.0117
-0.009
-0.5448
0.971
-0.5134
0.1858
-0.2643
0.1154
0.7783
-1.4487
0.1827
-1.0185
0.0514
-0.3352
-0.7376
0.1593
0.5705
-1.845
-0.9417
-0.0159
-0.4356
1.0377
0.2004
-0.3161
0.7474
0.2013
0.566
-0.9229
0.361
0.4064
-0.7126
0.3571
0.4126
-1.2587
0.4607
0.9025
-1.1891
0.0013
0.4744
-0.9579
0.4075
0.4084
0.2525
0.6078
-0.1676
-0.3233
-0.8021
0.3081
0.4289
-0.1169
-0.4436
-0.096
-1.0686
-0.4941
1.4291
0.726
-0.0766
0.1199
1.4886
0.5696
1.2564
-1.002
-0.0305
0.1275
-0.3669
0.4453
1.023
0.6298
-0.2444
0.5796
0.036
-0.7477
0.4761
-0.0981
0.6487
-0.034
-0.8628
-0.3959
-0.35
1.2545
0.9447
-0.4536
-0.5022
-0.5419
-0.7685
0.8067
0.2836
0.37
1.8048
0.5592
0.6489
0.041
-0.5592
-0.0811
0.4297
0.4477
-1.2503
0.473
0.3472
0.5149
1.483
-0.0359
1.8306
1.0553
0.3642
-0.101
0.4276
-0.3702
0.3119
0.2894
-0.1899
-0.9541
-0.3862
-1.5065
-0.2281
-0.4895
-0.8438
227.866667
1
2,767
53.11
BREAST CONSERVING
Breast Cancer
Breast Invasive Ductal Carcinoma
High
0
LumB
2
Positve
Positive
3
NEUTRAL
Negative
Ductal/NST
1
Post
2
Left
1
5.042
IDC
Positive
1
ER+/HER2- High Prolif
21
2
Living
0.1781
0.498
-0.767
0.2462
0.6681
0.1717
1.1648
0.3159
0.2817
-0.1556
-1.386
0.4863
1.1569
0.2921
0.0164
0.5123
0.4885
0.0569
1.3191
-0.8983
0.4168
0.3585
0.9058
-0.0974
0.6661
1.1492
0.0495
1.1368
-0.7695
0.1354
1.234
0.2906
0.3049
-0.4307
-0.1538
0.2666
0.6301
0.3432
0.7673
-0.5247
0.1924
0.466
-0.5441
-0.8179
-0.0878
-0.2601
-0.0642
0.1135
-1.1754
-0.9731
-0.221
0.03
-0.6053
-1.1924
0.2958
-1.6445
0.3358
0.6593
0.7431
-0.5394
0.9498
0.7525
-0.9399
-0.0469
-0.1961
0.9146
-0.5058
-1.1708
-0.6885
-1.1673
-0.5792
0.3005
-0.9647
0.0303
-0.6116
1.4041
0.2825
0.1362
0.0251
-0.8163
-1.0896
0.3484
-0.2578
-0.2205
-0.9619
-0.2609
-0.782
0.1601
-0.7217
-0.3566
-0.845
-0.2471
0.3495
0.0149
-0.4019
1.742
0.1642
-0.7606
0.1954
-0.71
0.1762
0.2409
-1.988
0.4789
0.6617
0.0578
-0.4005
-0.1519
1.2637
-0.7774
0.1787
0.3803
-0.037
-0.513
0.5934
-0.3521
-0.6801
0.493
1.6888
-1.3811
0.4486
-0.6972
-0.9679
0.4092
-1.4526
-0.5257
-0.5336
-0.4944
-0.2454
0.5522
-0.2929
-0.0901
0.9403
-0.7169
1.0746
-0.0598
-1.1239
2.19
1.2745
2.6407
0.4854
0.0766
0.4404
-0.4435
0.5522
0.3205
-0.7832
-1.2681
-0.4785
-0.3463
-0.7396
1.0384
-0.5366
0.4833
0.2437
-0.1172
-0.4785
0.2124
-1.0318
-0.0829
1.957
0.2288
0.2601
0.9164
0.54
0.3064
0.0073
-0.4546
-1.1004
-1.1264
1.5012
-0.4648
1.2791
0.0635
-0.6278
0.5149
-0.1455
1.0978
0.5957
-0.2527
-1.0883
-0.6262
-0.4029
1.0163
0.4208
-1.5654
-0.5495
0.7172
-0.9381
-1.046
-1.07
0.2384
-0.5881
-1.0962
0.0979
0.9065
0.5621
-0.9763
-0.2511
0.6232
0.3532
0.0952
-0.2376
-0.9964
1.2765
0.9193
1.8287
-0.5617
2.1215
1.8906
-0.5346
-0.6046
-0.7189
1.7266
1.5037
-0.0932
0.4686
-0.9821
-0.2993
-0.6957
0.1534
0.6042
0.9212
0.1771
0.7526
-1.5443
-1.0048
-0.3534
-0.1285
0.3865
-0.8003
1.2038
0.9206
-0.3392
-0.685
0.6468
-0.8436
-0.7467
-0.376
-0.1695
0.9467
0.8532
0.0504
0.1371
1.1479
1.7448
0.6825
-1.4881
1.1013
-0.139
1.284
0.293
0.1689
0.8151
-0.9616
-2.4931
-0.5834
-0.0522
0.5913
0.6954
-1.8198
-0.9539
2.3143
0.9138
0.6427
0.0287
0.4927
0.3878
0.675
-1.2102
-0.1186
-0.6312
-0.6307
0.0266
-0.0748
0.3844
-0.8615
-1.2312
-0.7688
1.5242
0.5884
-0.2382
1.1929
0.5646
0.3658
-0.5105
1.9014
0.8807
-0.064
0.804
-0.6979
0.1676
-0.4896
-0.3263
0.0051
0.2652
-0.6912
0.5632
-0.1732
1.7026
1.2368
-0.1528
-0.0262
0.201
0.6946
-0.7959
-0.4094
0.0263
0.6901
-0.6622
0.4899
1.2111
1.0643
-0.7327
0.1816
1.8415
0.8382
0.4541
-1.6807
0.2829
-0.4662
-1.1771
-0.8919
-0.9278
0.3132
-0.9937
-0.2906
-0.6218
-0.7638
-1.2342
0.004
1.5634
-0.2615
1.4477
0.0446
-0.3179
1.0357
-0.4362
-0.6081
-0.1912
-0.0548
0.6038
1.4645
0.399
-0.4543
-1.1207
-0.9966
-0.1095
1.5222
-0.1009
-0.0551
0.1627
-1.5741
-0.7681
1.6772
0.0295
-0.5955
2.7697
-0.0124
-0.0739
-1.1339
-1.3182
-0.3554
0.8618
-0.6381
-0.2192
-0.4604
-1.1156
-0.9789
-0.1893
-0.0402
0.0247
-0.6518
1.008
0.3168
0.9828
-0.6792
-0.7792
0.5471
-1.1353
2.5996
0.7689
0.916
-1.6761
1.0083
0.2982
0.0999
-0.115
1.0117
-0.8523
-1.0963
0.2867
-0.1137
0.2001
0.3855
-0.3573
-0.4742
-0.0368
2.0668
-0.9993
-1.7057
-0.3413
0.6694
1.9338
-0.9653
0.283
0.8267
-0.2826
0.464
-1.062
-1.0393
0.201
0.5801
0.1174
0.0321
2.9277
-1.1813
-0.5736
-0.817
0.598
-0.2496
-0.8147
0.3328
-0.4324
-1.4268
0.594
1.257
0.4181
1.4036
-1.4907
0.0932
0.8031
0.4962
0.4998
-0.6817
0.7516
1.1552
-0.0043
-0.3749
0.995
0.9226
-0.326
-0.0699
-0.9941
-0.8924
0.0954
0.1398
-0.4121
0.4012
1.3851
0.3599
0.5871
1.1904
-0.4014
-0.1438
-0.5751
-0.6401
-0.7405
1.7753
0.515
0.6141
0.101
-1.4426
0.5076
0.2436
0.6368
-0.315
-0.5347
-0.9836
1.0722
1.1138
1.645
-0.4283
-0.9827
-0.4184
0.5783
0.7408
-0.9778
-0.0036
1.3221
0.961
1.4572
-0.2511
-0.2757
-0.5973
0.5439
-0.3718
0.557
-0.5274
271.333333
0
2,769
59.9
BREAST CONSERVING
Breast Cancer
Breast Invasive Lobular Carcinoma
High
0
LumB
2
Positve
Positive
2
NEUTRAL
Negative
Lobular
0
Post
7
Left
0
3.03
ILC
Positive
1
ER+/HER2- High Prolif
15
1
Living
-0.6796
-0.5164
0.6393
0.3466
-0.6236
1.5117
-2.5414
-0.9036
0.0799
1.0654
-0.2141
0.3735
-0.4316
1.0541
0.3521
1.3592
0.0438
0.3078
-0.4596
-0.8358
2.1403
0.1012
2.907
-0.503
1.6963
0.806
-0.8175
0.4508
-0.3129
0.8519
-0.2542
-1.0004
-0.1194
-0.4422
0.2588
-0.8391
1.0459
1.2968
-0.4941
-0.321
-0.588
-0.9563
1.8389
-1.2328
0.1748
0.8702
-0.8894
1.2219
1.2841
0.1458
-0.6427
-0.4646
-0.5396
-0.7722
-0.1946
-0.3502
1.4699
0.9342
0.2226
0.6187
0.0935
1.7775
0.3904
0.3818
-0.7904
-1.106
0.2586
-0.5321
-1.0932
-0.5337
-0.535
-0.1303
-0.7966
0.9499
-0.1857
0.3187
-0.4895
0.2276
0.2416
-0.1587
-0.7174
-0.8595
-0.5683
0.9577
-0.7274
0.0706
-1.0879
-0.2885
-0.977
-1.3494
-0.9838
-0.7897
0.4913
0.9583
-0.8312
1.3953
-1.0117
-0.6541
0.5037
-0.7672
-0.08
0.9968
-0.633
-0.8503
0.1175
0.9161
-0.6305
-0.6585
0.2225
0.2044
-0.0377
-0.4672
-0.5584
-0.4109
-0.5867
-0.1894
1.0429
0.5732
-1.219
-1.1396
-0.5213
2.1895
0.8278
0.7752
0.4796
1.0069
-0.8365
-0.8312
-0.9757
0.6942
-0.2912
-0.8882
1.2379
0.9847
2.2362
-0.1635
-1.5881
-0.2927
-0.1107
3.0728
0.8267
0.0229
0.0316
-0.01
1.3222
-0.5899
-0.8015
1.1788
-0.4128
-0.4809
0.1437
-1.471
-0.5262
1.0933
-1.0828
-0.67
-0.3829
0.2391
-0.7337
0.3458
0.2507
-0.6997
-0.9134
0.1094
-0.2972
-0.2457
-0.8797
-1.3334
-0.4492
-1.6079
0.6989
0.6497
0.9683
2.2709
0.7413
-0.5342
1.0085
-1.3603
1.2349
0.7604
0.0867
-0.5472
0.8293
1.2201
0.5938
-1.3138
-2.1212
0.2338
0.632
1.4605
0.1398
-0.5291
-0.7922
-0.8765
-0.7447
1.2128
0.5405
-0.7317
-0.0701
-0.8915
0.6671
0.0715
-0.4371
-0.7024
-0.5068
-0.3637
-0.1594
-0.7675
-0.0213
-0.0942
-1.2506
-1.8417
-1.7688
0.7819
0.1428
-0.027
0.1973
-1.078
0.609
0.2698
0.4997
0.119
1.5176
-1.0819
-1.8042
0.3524
-0.3457
-0.5169
-0.9147
-0.5828
-0.768
0.5109
0.1066
0.1133
-0.4607
1.7014
1.6575
-0.5628
0.0953
0.3405
-0.6649
1.0742
-0.4906
-0.4998
0.1917
0.5583
0.7254
0.4284
-0.2884
0.2172
-0.2322
-0.5065
-0.8766
0.4226
-0.7988
0.5277
1.517
0.5453
0.1825
1.0577
-0.0214
0.2919
0.075
1.2093
-0.0699
-0.2126
-0.0703
0.2319
1.1161
0.7634
1.1897
0.3361
-1.3362
1.3302
-0.1503
-0.6668
0.0213
-0.008
-0.5049
0.7226
0.9288
-0.5577
0.3063
-0.9035
0.3474
-0.4219
0.5214
0.6568
-1.0825
-0.2128
1.0354
-0.1428
-1.1494
-0.806
0.0058
-0.7453
-0.8856
0.043
-0.9427
-0.6436
-0.53
-0.8027
0.3276
-0.4027
0.2374
0.8876
-0.5525
0.3711
-0.9953
-0.2041
1.1853
0.9341
0.7289
-1.4633
1.7483
-1.1476
1.4827
-0.283
-1.2559
0.3724
-0.2158
-0.6904
-0.0772
-0.7892
-0.2812
-0.1676
0.7061
-0.6143
1.1752
-0.1009
0.0099
-0.4827
-0.6027
0.4791
-0.2287
-0.0712
-0.9682
0.6373
-0.7259
0.5703
-0.1692
-0.699
-0.3892
-0.204
-0.6634
-0.1436
-0.4244
-0.7417
-0.4962
1.237
-0.585
0.0475
-1.5186
-0.5076
1.1287
0.7268
0.5174
1.1132
1.2576
-1.2521
0.5713
0.6739
0.8096
0.1042
-0.3883
-0.5867
-0.9932
-1.6738
-0.8901
-0.5266
-0.2969
0.2229
0.271
1.4438
-0.1004
-0.055
-0.7213
-0.401
-0.2588
0.0267
0.5349
0.0443
-0.5837
-0.1527
1.0281
-0.1238
-1.1747
-0.0451
0.9271
0.303
-1.6166
-1.0788
-0.5864
1.2329
-0.5116
0.6103
1.3368
-0.0983
1.3787
0.1251
-0.2432
-0.2156
0.7488
0.2793
-0.4012
-1.0792
-1.0776
-0.937
-1.1698
0.3389
-0.0799
0.8708
-0.2503
-0.7343
-0.3631
0.4506
-0.8446
-0.155
-0.7242
0.2447
-0.0813
-0.2873
-0.5574
1.4769
1.5274
-0.6487
1.7166
1.3747
-0.2717
-2.0205
0.1418
0.2885
0.2661
-1.1554
-0.3974
0.0305
-0.1818
-0.1015
0.6493
-0.778
-1.025
0.2593
-1.183
-0.6381
-0.1995
-0.4396
0.523
-0.5564
0.1556
-0.4628
-0.8051
1.6723
1.2358
-0.4517
-1.2354
-0.4796
-0.1521
-0.2269
-0.6706
0.6551
-0.1743
0.8322
0.2678
-1.5084
-0.3463
-0.6343
1.2744
-0.8207
-0.7099
0.0657
-0.7162
0.9749
-0.3454
1.4219
1.0442
0.3152
1.4981
-0.0519
1.5321
-0.3129
-0.5767
-0.039
0.1627
-0.8053
-0.2093
0.4696
-0.4804
-1.0248
-0.5274
160
0
2,770
60.32
BREAST CONSERVING
Breast Cancer
Breast Invasive Lobular Carcinoma
null
0
LumA
2
Positve
Positive
2
NEUTRAL
Negative
Lobular
1
Post
8
Right
5
5.09
ILC
Positive
0
ER+/HER2- Low Prolif
45
3
Living
0.2529
-0.7
0.2653
-0.0524
-0.7358
1.0628
0.2291
0.0719
-1.6136
-0.3284
-0.6454
-1.0776
-0.1381
1.143
-0.5186
-0.5187
1.2258
0.0238
-0.9509
0.1652
0.2864
-0.6434
0.3325
-0.305
0.0696
-0.1022
-0.8557
0.1279
-1.8026
-0.5137
-0.8779
-0.4996
-0.8775
-0.2712
-0.0964
-0.5606
0.5865
-0.1747
-0.4165
-1.2948
-2.1453
-1.2188
-1.2407
-0.235
-0.5833
-0.2959
-0.1598
1.0441
1.1999
-1.3109
-1.9264
-0.2758
-0.2105
-0.162
-0.4231
0.3313
0.612
0.2138
0.4626
0.6977
0.0751
0.5808
0.7197
0.7813
0.3834
0.54
-0.5074
-1.5411
0.2271
-0.289
-1.3983
-0.0666
-0.5002
-0.3223
0.293
0.6933
0.6462
-0.1095
0.3235
-0.8935
0.7146
-0.9539
-0.4046
0.3731
-0.681
-0.673
-0.2076
0.9092
1.0697
-1.2604
1.4926
-1.0421
-0.4582
1.1286
-0.7636
1.4168
0.4574
0.9209
-0.5176
-1.2139
-1.2277
0.653
0.2524
1.5753
-0.0282
-0.3953
-0.4233
-0.8911
0.393
0.0487
-0.5195
-0.0144
-0.8349
-0.6127
0.6558
-1.0598
-0.1578
0.124
-0.3601
-1.0851
-1.2207
1.2626
0.4878
-1.0047
0.43
0.1311
-0.7634
-0.7237
0.6536
1.0902
-0.0926
-0.7286
-1.2756
0.0394
-0.1965
-0.6533
-0.1886
0.6703
0.7314
1.3477
0.802
1.0583
-0.9485
-0.4799
-0.0707
-0.6981
-0.7438
0.5682
-0.7991
6.5812
2.0187
-0.3696
-0.4199
0.1857
-0.7277
-1.0716
-0.7986
0.574
-0.6739
-0.6121
-0.243
-0.2369
1.276
0.4096
-0.3303
-0.2622
-1.0342
-1.2748
-0.5363
-1.7278
0.008
-0.0204
0.319
0.6007
1.3022
-0.795
0.3568
-0.1689
-0.1701
-0.0237
0.4826
1.6807
0.784
-0.1631
-0.4541
-0.4139
-1.4569
0.0302
-0.0106
1.2363
-1.1335
-0.1874
-0.12
-0.8582
-0.9983
0.2318
0.5089
-0.1491
1.3008
-0.7088
1.6502
0.3066
-1.2532
-0.1032
-0.2753
0.0366
-1.8629
0.0332
-0.964
-0.4047
-1.1522
-0.6678
-0.3149
0.6743
-1.2044
-0.5945
0.98
0.5877
-0.7845
5.0421
0.2028
0.0964
0.4163
-0.6693
-2.068
-0.4097
0.7208
-1.3089
0.1581
-0.3465
-0.3398
1.2011
-0.7836
-0.2631
-0.9986
0.0399
0.206
-0.5295
-0.4308
-0.5163
1.1947
-0.7506
-1.1333
0.5275
-0.2599
1.5212
0.4116
-0.054
-0.1767
-0.6531
-0.7782
-0.8997
-1.3504
0.7003
-1.4847
-1.4843
1.1216
-0.1347
-1.26
-0.0929
0.013
1.013
-0.5738
0.6759
-0.1871
-0.0406
-0.7729
-1.6559
0.5837
-0.0762
1.1025
0.5259
-0.3378
-0.0626
0.6658
0.2616
0.0185
0.0378
-0.0793
-0.2587
0.1095
-0.6691
0.6972
-1.0134
1.0127
-0.6321
0.0047
-0.0254
1.3524
-1.5562
-0.1112
-0.9537
-0.4147
-1.2328
-0.7834
-1.1665
-0.386
0.3098
0.0109
-0.8336
-0.9687
-0.7267
0.9172
-0.2378
-0.7437
0.1304
-0.1453
0.5025
-0.9951
-0.7228
-0.673
0.6012
0.8823
-1.8854
0.9936
0.6605
1.723
-1.0297
-1.2993
0.9652
-0.3587
-1.4258
0.19
-0.4255
-0.6825
-0.5163
0.2444
-0.8126
0.0413
-0.226
0.0707
-1.1957
-0.6598
-0.5494
-0.1394
0.4115
-0.1353
-2.1895
-0.969
0.9109
-0.3806
-0.8111
-1.5979
-1.4575
2.1927
0.89
-0.7976
0.7476
-0.4354
-0.9606
0.6454
-0.3097
-0.6814
-0.7038
1.0878
0.0774
-0.4093
0.1331
1.1449
0.4319
-1.7471
0.3268
1.3076
-0.5213
-0.4489
0.0919
-1.1814
-0.5566
-0.6006
2.2252
1.1326
0.5648
-1.2319
1.1899
0.3603
-0.7013
-0.0575
-0.6615
-0.386
-0.1215
0.2054
0.3555
-0.7296
-0.021
0.9856
-0.1491
-0.5595
1.5687
-0.9937
-0.2541
-1.1752
0.8527
-0.2828
0.3365
-0.2444
-0.5619
1.6225
-0.3811
1.3585
-1.0684
0.4865
0.169
0.5802
-0.1578
1.0341
-0.8547
-1.63
0.1149
-0.6341
-1.1105
-0.2863
-1.0478
-0.2239
-0.2583
-0.7269
0.2556
-0.1177
-0.7552
-0.0128
1.1587
0.1519
-0.7321
-0.1625
0.1517
0.3273
-0.1387
2.3219
-0.1051
-0.7965
-1.3706
0.0238
0.8139
0.4072
0.5466
-0.7096
-0.2428
-0.1265
0.2566
1.0583
-0.4999
0.5969
0.5672
-0.4445
-0.6406
-1.4966
1.4423
-1.4654
-0.5116
-0.4372
-0.0258
-0.7035
0.4759
-0.4394
-0.0015
0.7845
-0.6465
0.5953
0.4146
-1.2792
0.8659
-0.0509
2.6369
0.2557
-1.0689
-0.3714
-0.1232
-0.094
1.4851
-1.3114
-0.1016
-0.5711
0.2787
-0.2393
-0.2501
0.093
0.0984
0.6156
0.4436
1.4474
-0.6324
-1.3003
1.0005
1.2612
1.2547
-0.4101
-0.9827
0.8313
-0.3172
1.7199
274.366667
0
2,771
56.79
BREAST CONSERVING
Breast Cancer
Breast Invasive Ductal Carcinoma
Low
0
Basal
2
Positve
Negative
3
LOSS
Negative
Ductal/NST
1
Post
10
Left
0
4.032
IDC
Negative
1
null
16
1
Died of Disease
-1.3258
0.6962
-0.5966
-2.9058
-1.6013
0.419
-1.2518
0.9729
-1.2661
-0.3807
-1.5765
-0.2556
1.5501
0.9348
-0.4707
1.6874
0.244
0.4431
-0.4088
-0.6015
1.1915
0.2027
1.3352
5.3312
0.576
1.2578
0.3593
0.1144
-0.2004
0.3073
-0.8003
6.0306
-1.3461
0.6888
2.7521
0.7975
1.5421
1.0254
0.5199
0.2876
1.8698
-0.1887
1.7345
-1.9209
0.7089
1.3435
-0.3893
0.6586
-0.1388
-1.4593
-1.352
0.0725
-1.5775
-1.7775
-0.6703
-0.3581
0.0667
-0.3891
0.7415
-1.2688
-1.5386
-0.4128
1.6945
-0.5293
0.3818
-0.871
-0.4303
0.198
-1.3921
-2.0905
-1.2419
1.0282
0.7214
-0.339
-0.4662
1.0036
0.5866
2.2235
-0.6776
1.1341
1.6752
0.3275
-0.5051
-2.1946
0.2894
3.6695
-0.9497
0.3039
-0.0463
0.4389
-0.1855
-0.3163
0.0357
-0.5843
-1.1282
0.3089
-1.5265
0.4692
2.1225
-0.0219
0.0926
-0.0634
0.2444
-0.7406
0.048
0.1514
2.312
0.2497
1.3384
-2.3542
1.6322
0.6724
-0.2706
-1.1772
-1.2725
-0.0703
0.2456
-0.7327
-0.6638
-0.623
-0.5464
-0.752
-1.3741
0.3726
-0.6817
-2.5591
11.5429
-2.2071
-1.5177
1.419
2.6498
-0.4559
0.985
-0.5349
1.1989
2.2077
0.7148
-2.7046
-0.8447
0.1401
-0.6409
-1.0734
0.5156
-0.1936
-0.1536
0.9654
-1.737
0.5256
-0.6239
-0.5195
2.0865
0.5118
0.1554
0.926
0.0433
-0.3446
-0.8075
-1.3921
-1.2833
0.6397
-0.5616
-0.044
3.2899
0.0256
-1.2341
0.1831
-1.4255
-0.1565
-0.008
-0.9305
1.033
0.0252
-0.6537
-0.2655
-0.4585
-0.0365
-1.0351
-0.2953
0.9734
0.1158
-0.1936
1.0646
2.2733
2.0964
1.2745
-1.5841
-1.881
-0.2629
0.1757
-0.5881
0.0858
2.1419
-1.3755
0.3796
0.0094
0.6406
0.2055
0.2837
1.6671
0.609
0.9058
0.8379
0.6805
-1.8631
-0.171
-0.7759
-1.1417
0.0042
1.7992
-0.3419
-1.4733
0.6033
-0.1918
1.6883
-0.5974
-0.5647
-1.3071
-0.7164
-1.4131
-0.0882
-0.4459
-0.5118
-1.2611
2.4488
1.358
0.1717
-1.2889
-0.3126
0.2824
0.5623
-1.2792
1.0823
-0.5828
-0.3989
-1.2149
1.8662
-0.7294
-0.9052
-0.666
0.8694
-0.8029
0.3632
3.9534
-0.055
0.4323
-0.051
0.5923
-0.1423
-1.6122
0.3427
-1.2674
-0.9718
-1.1978
0.6559
-1.5143
0.23
2.3804
0.2836
4.2547
2.8351
1.8457
-0.5787
-0.3798
0.4685
-0.7731
0.8038
-1.3065
0.2746
-0.411
-1.341
-0.4266
-1.4702
1.2119
-0.7544
-0.5196
-0.5343
0.6257
-1.272
1.5677
1.0876
-2.5742
-0.8647
0.3598
1.3405
-0.4275
1.523
-0.249
-0.4553
0.1667
-0.1436
-0.4635
-0.9526
2.0341
0.0718
-2.0167
-1.1565
-0.4046
1.035
0.4535
0.3404
1.7052
-0.6055
-1.5978
0.3769
-0.7311
-0.9085
0.2266
-0.8875
-0.6873
-1.0454
0.7294
2.8913
1.3201
-1.4453
-0.6925
2.0435
0.244
3.5938
-0.2514
-0.2806
0.7337
1.0918
-2.0946
-0.7045
0.0894
-0.3746
-0.4031
-0.9675
-0.8596
-1.0225
0.0406
0.2445
0.1916
0.1887
0.1521
0.7588
-0.2424
-0.295
-0.4342
-0.6294
-1.2879
1.6328
-3.0987
0.693
-0.5651
-2.3185
1.9086
-0.6996
-0.6215
0.716
0.2708
-0.5444
0.2447
-0.4642
0.7533
-0.269
-0.6469
0.6259
0.1458
2.6682
-0.9205
-1.4605
0.0016
-1.1772
-0.3008
-0.3007
-0.7259
-0.6712
0.3042
-0.2894
-0.9872
0.8597
-1.2101
-0.6991
1.2074
-1.6336
-0.9576
0.1633
1.865
0.061
0.2283
0.4995
-0.4166
-1.7822
1.5138
0.5556
-0.974
-1.483
0.3712
0.1687
-1.5997
-0.5664
1.6968
-0.6143
0.6818
-0.0277
1.5523
-0.3966
1.5171
1.2748
-1.1024
0.7216
0.3189
0.7892
1.123
2.5975
-0.6772
0.3554
1.9112
0.4443
-0.2393
-0.2477
1.3007
-0.9286
-0.6726
-1.0278
-0.1184
0.5835
0.1482
-0.2554
-1.1168
0.7776
4.6949
0.4874
-0.3046
-0.3841
2.0243
0.8919
-0.3778
-1.0605
-0.0889
-0.6783
-0.1849
0.5954
-2.2016
-0.2747
1.9303
0.722
-1.9484
1.9963
-1.5133
0.653
-1.8101
-1.181
-1.4059
0.0801
0.6749
-0.5343
-1.3959
-0.5397
0.2938
-0.3284
-0.2145
-0.6647
-1.4713
-0.6082
-2.2636
-1.441
-0.8757
0.6412
-1.6702
0.4266
-0.9444
-1.9876
-1.4664
2.5632
-1.1216
-1.0649
-0.8948
2.8648
-0.5354
-0.6242
-0.1137
0.3763
-0.2007
0.8808
0.6321
1.7707
0.7709
1.1889
-1.6777
-0.6665
0.5282
-0.6214
0.0988
-1.1286
-0.4829
-0.4827
-0.6305
44.833333
1
2,772
54.4
BREAST CONSERVING
Breast Cancer
Breast Mixed Ductal and Lobular Carcinoma
Moderate
0
LumB
2
Positve
Positive
3
LOSS
Negative
Mixed
1
Post
6
Right
0
4.034
MDLC
Positive
1
ER+/HER2- High Prolif
17
1
Died of Other Causes
0.0497
0.984
-0.6967
-0.2332
-0.6463
0.4226
-0.4137
0.088
-0.214
-0.1856
-0.7299
0.7567
0.2167
1.1644
0.7178
1.1369
0.7235
0.4611
0.5788
0.1366
1.507
0.0471
1.1561
-0.0191
2.4772
0.7367
0.1817
0.4893
0.0864
1.1088
-0.269
0.5118
1.0485
0.3763
0.7991
0.2176
0.427
0.8306
-0.2169
-0.4665
-0.3395
-0.5305
0.0275
-0.9851
0.6849
0.7004
-0.6436
0.8369
0.1381
-0.2528
-0.3681
-0.5645
-0.3311
0.133
0.3594
0.1899
1.0372
0.402
0.4028
0.405
-1.0926
1.1717
-0.1837
-0.5683
0.882
0.9134
-0.1656
0.1247
-1.2413
-1.6474
-1.0959
-1.5715
-1.7511
-0.0601
-0.4172
1.3
-0.987
0.1127
0.0712
-0.2464
-0.4935
-0.4906
-0.403
-0.0823
-1.2604
0.2855
-0.5984
-0.8585
-1.8202
-0.367
-0.1685
-0.9775
-0.9811
0.9836
0.3423
0.9677
-0.5495
0.3598
1.105
-1.2294
0.0767
1.4809
-1.6428
-1.2798
0.1946
0.7885
-0.502
0.1149
0.9854
-1.5545
-0.6943
1.7857
-1.492
0.0064
-0.2617
0.1116
-0.3948
0.7463
-0.8028
1.6836
0.5774
-0.1415
-0.2756
-1.0529
-0.5579
-0.7333
-0.3307
0.3176
0.2411
1.5387
-0.5304
-0.256
0.1722
0.2779
0.8589
0.1324
-1.0593
0.6629
-0.2278
-0.2185
0.2526
-0.3531
0.3434
0.5973
1.4511
0.9659
-1.026
-0.0681
0.488
-0.2453
-0.7173
-0.0307
-0.2401
0.5701
0.3178
0.9386
-0.7552
-0.7554
-1.1533
0.4302
2.89
1.0056
0.182
0.8565
0.3873
0.9268
-0.8247
-0.8849
-1.0968
-0.8856
1.3928
0.2166
1.0255
0.7706
-0.1952
-0.447
1.1023
-1.0154
1.5056
0.4443
-0.1502
0.8076
0.491
1.0965
0.8105
-1.5468
-1.379
0.71
-0.5043
-0.0834
0.2303
0.3511
-0.5336
1.3237
0.1958
0.302
-0.2459
-0.2131
0.7944
-0.3405
0.7552
0.2941
-0.8714
-0.8779
0.6395
0.39
1.051
0.0166
4.2234
1.0808
-1.6123
-0.2968
-0.2495
1.3216
1.214
0.1522
-0.6646
0.0881
-0.3425
0.6474
1.8046
1.6151
0.5985
1.2207
0.9752
-1.1438
-0.7952
-0.8437
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-0.0224
-0.068
1.5898
0.6787
-1.3578
0.4616
0.8221
-0.4855
-1.5035
0.7021
-0.1724
-1.0475
1.4331
-0.6453
0.0012
1.0962
1.135
-0.0871
-1.1102
0.6884
0.2403
1.149
-0.6643
-0.0841
0.1661
-1.6092
-0.9423
1.6298
0.0062
-0.102
0.8313
-0.5663
-0.9032
-0.3309
0.6853
1.9555
0.6032
0.6257
0.8437
1.2292
-0.4348
-0.1337
-1.1978
-0.1277
0.6489
-0.227
-0.4767
0.1151
-1.8855
-1.8135
1.4497
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-0.8141
0.5065
0.1415
0.0297
-0.2357
1.4299
0.1856
-0.2078
0.2195
0.1107
0.571
-0.4003
-0.8642
-1.0772
-0.184
0.021
0.7403
-0.4297
0.8846
0.4401
-0.5457
0.2629
-0.8197
0.7507
-0.1037
-0.4139
-1.5125
1.8569
0.6744
-0.6529
0.4035
1.0094
-0.5698
0.1757
0.8122
2.3354
-0.178
-0.1528
0.8469
-0.1087
-0.2712
-0.9183
-0.2135
0.0367
0.3198
-0.2148
-0.6124
0.2835
-1.0012
1.2044
1.8141
-0.4958
1.1751
-1.1454
0.5403
-0.3668
-0.4051
-0.3052
-1.5498
-0.9409
0.3499
1.1952
0.2685
-0.3409
-0.9206
-0.8352
-0.1344
0.3403
0.2744
-0.59
0.2458
0.1743
-1.1004
0.2584
0.207
-0.1478
0.2878
1.1787
-0.3055
-1.0217
-1.4313
0.1494
-0.2837
0.051
-0.204
-1.4259
-1.8744
-0.7687
-0.2985
0.5465
0.4463
-0.7298
1.5687
-0.7758
0.4569
-0.6176
1.5046
1.046
0.15
1.8106
0.7723
1.4387
-0.7823
0.8668
-1.4136
-1.1669
-0.4917
1.5528
-0.7489
-0.8207
0.3571
-0.5764
1.0922
0.8219
-0.3249
-0.0385
0.1024
1.7845
-1.9591
-0.1907
-1.4269
0.5365
2.6085
0.3048
0.1266
0.6097
0.4884
-0.6577
-0.2103
-1.4871
-0.8535
0.2236
-0.1457
1.0374
3.3724
-0.4375
0.1001
-0.314
-0.3764
-0.8766
-0.3965
-0.2973
0.9897
-0.1526
0.4192
1.473
0.6849
2.1227
-0.3304
0.831
0.6907
0.7961
0.4262
-1.221
0.0103
1.0022
0.2996
0.596
0.701
-0.0945
1.2673
-0.9944
-1.1049
-1.5422
-0.5703
0.0244
-0.0966
-0.0695
0.4304
0.2486
1.6154
0.3051
-0.9544
-0.2461
-0.1946
0.3022
-0.0627
2.7596
-0.8546
0.0681
0.3147
-0.1698
-0.668
0.6162
0.0048
-0.1406
-0.0568
-0.182
0.5775
1.8292
2.0093
0.3969
-0.8143
0.4941
0.2283
-0.3376
-0.9901
1.1336
0.2991
1.3903
-0.1814
0.0913
-0.1023
-1.1665
-0.0026
-0.6299
-0.7098
-0.7034
150.733333
1
2,774
66.06
MASTECTOMY
Breast Cancer
Breast Invasive Ductal Carcinoma
Moderate
0
LumB
2
Positve
Positive
2
LOSS
Negative
Ductal/NST
1
Post
7
Right
7
5.07
IDC
Positive
0
ER+/HER2- High Prolif
35
3
Died of Other Causes
0.5865
0.7946
0.4294
0.4875
-0.3908
0.2664
0.5096
1.005
-3.211
0.3651
-1.2609
0.2388
-0.2816
0.4952
0.1914
1.124
0.0353
1.7928
1.0895
-0.4275
1.5261
0.1107
0.1291
-0.3576
0.1853
0.4185
-0.1412
0.8272
-0.662
-0.4546
0.1566
1.0094
0.1422
0.1362
1.0443
0.2048
0.1527
0.491
0.3048
-0.2729
-0.6386
-0.6439
-0.5792
-0.6445
-0.149
0.3122
-1.2059
0.2077
-0.6222
-1.0203
-0.5964
0.8854
0.6722
0.0654
0.33
-0.9242
0.4619
0.2695
0.9366
-0.3618
-0.5918
1.6266
-0.1386
-0.3581
-0.5389
-0.0683
-0.7229
-0.4721
-0.9793
-1.1414
-1.2729
1.3053
-0.4639
-0.336
-1.2546
0.7384
-0.6725
0.2872
-1.075
-0.6932
-0.4289
-0.915
-1.1245
0.1008
-1.112
0.7793
-0.6096
-1.1118
-0.0774
-0.1691
-1.021
-0.8788
0.5404
0.5402
-0.9639
1.2373
-0.0299
-0.4848
0.8139
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0.5818
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-0.4088
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0.2954
0.6511
-1.2808
0.1445
2.0835
-1.2417
0.4325
-0.4283
-0.2327
1.0492
0.2197
1.2008
0.527
-0.2621
0.8056
-0.0784
-0.3237
-0.5769
-0.2905
-0.0892
-0.4854
-0.0854
1.3248
-0.8759
0.7971
0.4948
1.3863
0.3063
0.2011
-1.4384
0.5746
1.1978
1.505
1.6832
0.8349
-0.0036
0.0258
0.3351
0.4394
-0.5267
0.8278
0.1501
-0.4454
-0.6656
0.1569
-0.3628
1.4434
-0.6735
-0.7946
-0.2006
0.0729
-2.2684
1.1788
2.1423
0.7974
0.0925
0.9439
0.4363
0.3726
0.0332
-1.2164
-0.1861
-1.7981
1.4508
0.1431
-0.1249
1.2876
-0.1558
0.2062
0.3033
-0.4514
0.8183
0.8641
0.6244
-0.4093
0.6015
-0.1719
0.1963
-1.3043
-1.7933
-0.1436
-0.9992
0.0073
-0.6601
-0.2083
-0.834
0.047
-0.6839
0.4016
0.4212
-0.1634
0.1913
-0.2168
1.1063
0.0376
-0.6379
-0.2224
1.7898
-0.0303
0.8911
-0.3234
2.6116
1.264
-0.6104
0.2225
0.4515
2.4447
0.9408
0.0419
-2.1542
0.393
-0.072
0.2365
4.0515
1.9197
0.3545
0.5833
-0.2507
-1.4038
-0.4839
-0.9285
-1.4263
-0.1288
-0.5886
1.3206
0.3396
0.2177
-0.1228
0.0128
-0.3418
-0.7771
0.5129
-0.068
-0.2034
0.3572
-1.2835
0.8351
0.708
1.4062
0.6811
-1.4775
-0.3515
-0.0563
-0.0212
-0.912
-1.2802
0.6773
-0.7538
-0.6462
0.8074
-0.3122
1.434
0.4046
-0.5022
-1.0367
-0.6676
0.6471
0.6505
-0.2547
0.6119
0.631
1.1551
0.7905
0.8077
-1.0735
-1.0645
0.7459
-0.5935
-0.5439
0.0063
-0.3177
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0.8484
0.0265
-0.6875
1.0229
0.1824
-0.8481
-0.394
0.9216
0.7862
-0.5715
0.5107
-0.2495
-0.121
-0.1386
-1.1443
0.0526
-1.2953
-0.7142
0.676
-0.2098
1.2331
-0.4964
-0.753
0.8216
-0.0349
-0.2525
1.8246
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-0.1443
0.9212
0.3424
-0.1992
-0.098
1.7945
-0.6699
0.9089
-0.0426
1.5627
0.5462
0.071
0.386
-0.1222
-0.9815
-0.8186
-0.9272
-0.6899
-1.1084
-0.3274
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-0.0307
0.1369
0.6384
1.073
-0.3276
1.0937
-0.4075
-0.0667
-1.7505
0.1947
-0.6122
0.164
0.2377
0.2563
0.3933
-0.0951
-0.0348
-0.776
0.0119
-0.5866
0.1759
-0.4085
-1.595
0.6869
-1.7584
-0.8989
0.663
0.3805
0.0376
0.2717
0.5888
-0.9532
0.5751
-1.5288
-0.1213
-0.3801
-0.1306
0.6733
-0.9381
-1.7356
-0.3513
-0.5022
-0.0183
0.1381
-0.5295
0.8548
-0.5457
1.1779
-0.443
-0.0403
0.5218
0.7766
1.86
1.1643
1.2319
-0.5598
1.7998
0.3182
-0.3266
-0.2061
0.8081
-0.7923
-0.5826
0.4655
-0.473
-0.2727
-0.2587
-0.9138
0.8649
0.0981
1.1751
-0.69
-1.625
-0.4664
0.2809
1.8755
-0.7733
-0.1908
-0.6009
-0.3546
-0.4574
-0.1452
-0.5618
-0.3502
-1.4351
0.8745
0.9245
3.1004
-0.0201
-0.1916
-0.7606
0.1163
0.5291
-0.4606
-0.0301
0.8135
0.6626
-0.1287
1.7988
0.645
1.655
0.649
0.3472
0.1907
0.3713
-0.2633
-0.9141
0.3872
0.528
0.9677
1.0396
-0.0021
0.7794
1.1836
-0.3344
-0.4678
-2.226
0.4582
-0.4791
-0.3558
0.5656
1.1486
-0.9529
1.3207
1.4031
-0.222
-0.1656
-0.3616
-1.0073
0.0833
2.0779
1.0253
0.6028
0.5404
-0.1397
0.176
1.0489
-0.6471
0.3199
-0.4515
-1.7287
0.5778
1.2387
0.8649
0.2435
-0.8392
-0.514
0.3708
-0.7455
-0.4171
0.1956
-0.5716
0.682
0.4361
-0.022
-2.4928
-0.8699
-0.7735
-0.7471
-0.5684
-0.8415
131.666667
1
2,778
62.76
MASTECTOMY
Breast Cancer
Breast Invasive Ductal Carcinoma
Low
0
NC
2
Positve
Positive
2
NEUTRAL
Negative
Ductal/NST
1
Post
3
Left
1
4.034
IDC
Positive
0
ER+/HER2- High Prolif
17
2
Died of Disease
-0.3965
0.8522
0.483
0.8063
-0.0166
-0.3085
0.1328
0.1965
0.1171
0.0995
-0.7903
0.1085
0.4966
-0.07
-0.0702
0.1009
-0.6889
0.1845
0.2949
0.3246
1.3802
0.0459
0.2746
0.2295
-0.3536
0.1346
-0.2819
0.9957
-0.4714
-0.4281
0.4251
0.0918
1.0456
-0.0031
0.4969
-0.4081
0.5698
-0.2121
0.7348
-0.7168
-0.2522
0.1218
-0.637
0.9957
0.1761
0.7097
-0.7027
1.9906
0.2804
-1.285
0.0243
0.9175
-0.8778
-0.4376
-0.2633
1.4995
1.3552
-0.4458
-0.4679
0.1627
-0.461
0.3531
-0.2354
0.486
-0.3955
1.1159
-0.1823
-1.2789
-0.7899
-1.2109
-0.1471
0.8294
-0.2104
-0.5928
-1.4111
0.1672
-0.367
-0.3097
0.7598
-0.5976
0.6128
-0.3433
-0.4827
-0.7314
-0.1613
1.1955
-0.9119
-0.3553
-0.2799
0.1167
0.1694
0.4978
-0.358
0.3947
0.0053
1.4429
0.1599
-0.9057
0.1255
-1.1949
-0.468
0.0371
-0.7112
1.1549
0.6326
0.4208
-0.0711
0.3504
1.2463
-1.386
1.6178
0.1592
-0.9388
-0.2854
-0.5183
-0.7801
-0.6492
0.2565
-0.0272
0.2922
-0.5623
0.6493
-0.7423
-1.2133
1.7247
0.673
-0.1027
-1.8734
0.4035
-0.4431
-0.4713
0.47
1.2525
-0.3089
0.4729
-0.7185
0.4587
0.1371
0.7195
2.1613
0.9607
0.7079
0.3349
0.2907
0.5648
1.0383
-0.5554
0.2651
-0.1457
0.1894
-0.2531
1.3268
-0.1508
1.0656
-0.3039
0.2749
-0.6296
0.0609
0.0812
0.871
2.9539
0.5987
-0.4312
1.1614
0.2412
0.3296
-0.6901
-0.0149
-0.5813
-1.1212
1.3217
-0.6484
-0.5333
-0.4308
-0.1148
0.3756
-0.2928
-0.804
1.4114
-0.1026
-0.7371
-0.0915
-0.0406
-0.374
0.3537
-1.109
-0.9311
0.1944
-1.0972
-0.0574
0.7276
1.1494
-0.6612
0.4144
-0.0493
0.6791
-0.6871
-0.5514
0.8048
-0.1835
1.5274
1.1495
0.0395
-1.095
-0.0511
3.075
1.6336
-0.4823
2.8101
0.6822
-0.6267
0.1939
-0.5583
0.7606
1.9661
0.3934
-0.2621
0.2305
-0.7795
0.9163
1.685
2.2858
0.031
0.2967
0.8844
-0.2712
0.0901
-0.5846
-0.4283
0.3586
0.6104
0.8025
1.3936
0.2561
-0.4753
-0.5572
-0.1065
0.1704
0.3098
-0.7866
0.2387
0.3308
-0.4751
0.4087
0.5079
-0.0003
0.3446
-1.3334
1.2808
-0.6315
-1.2515
-0.2603
-0.8697
0.9803
-0.3727
-1.4559
0.9027
-0.157
-0.1261
1.549
-0.2099
-0.9274
-0.4901
-1.0028
-0.1392
2.2735
0.8203
0.387
0.7793
1.0563
-0.0086
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0.689
0.669
-0.5233
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0.8511
0.3082
0.7245
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0.8805
0.4525
2.015
2.207
1.3387
0.6823
0.5006
-0.7637
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-0.0339
-0.2203
-0.3822
-0.817
-0.3658
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1.5315
0.3474
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0.814
0.5865
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1.9547
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0.2387
0.8962
1.2074
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0.8997
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0.6634
1.163
0.6696
0.0362
0.5643
0.0533
0.5787
-0.0522
-0.8393
-0.5748
0.0237
-0.1572
-0.0438
-1.1863
-0.5525
0.8087
-1.1003
2.0415
-0.0411
1.5917
0.7183
1.0768
-0.4166
1.8236
0.2545
0.0672
-0.6259
0.9322
0.3194
-0.0494
0.6229
-0.1905
-0.7461
-1.4988
-0.2585
0.5663
-0.5367
-0.0967
-0.3776
1.2814
0.3079
-0.0525
-1.0675
-0.4561
0.9023
0.8132
0.8527
-1.0636
-0.2062
-0.0005
-0.1933
-0.9153
-0.6744
-0.3611
0.0403
-0.4046
0.2794
0.3399
-1.026
0.994
0.9731
0.7142
-0.551
-0.5316
0.6726
0.38
1.6772
-1.9212
1.6629
-0.9462
0.2669
0.1268
-0.3166
0.0345
0.4998
-0.2938
-0.5632
-0.1163
-0.0167
-0.1762
1.2092
-1.6729
-0.3594
-0.2804
0.3366
-1.2318
0.3585
0.0626
0.1083
3.7353
-0.5681
0.4291
0.4984
-0.1256
0.3567
1.019
-0.7673
-0.5864
-0.4491
1.0741
1.0218
1.776
-0.7535
-0.819
0.224
0.8405
-0.1636
0.3457
-0.3266
-0.4614
0.2588
0.9146
0.7431
0.8813
1.0494
-0.5794
-0.996
-0.6754
-0.7586
-0.0881
-0.3474
-0.0222
0.5721
-0.3687
0.6582
0.0864
-1.2916
-0.2728
0.1486
1.2735
0.8003
-0.6679
-0.1552
-0.0021
0.2276
3.0881
-0.7459
1.1166
-0.1232
-1.1056
-0.4419
-0.0026
-0.9715
0.8386
2.4252
-0.4624
0.2962
-0.1258
-0.4824
-0.0712
0.6325
-0.2704
0.4277
0.0141
-0.094
-0.2526
2.0489
0.87
-0.0143
-1.2579
-0.0455
0.4478
-0.0207
-0.2567
0.0037
0.4413
1.2238
-0.4235
-0.2204
0.7917
-0.4058
-0.4316
-0.4492
-0.1189
-0.5563
181.233333
1
2,779
36.8
BREAST CONSERVING
Breast Cancer
Breast Invasive Ductal Carcinoma
High
0
LumA
2
Positve
Positive
2
NEUTRAL
Negative
Ductal/NST
0
Pre
10
Left
0
3.04
IDC
Positive
1
ER+/HER2- High Prolif
20
1
Living
0.3774
0.1621
0.2043
-0.1592
-0.1814
2.1006
1.8777
0.1337
-0.831
0.0372
-1.8075
-0.3697
-0.9743
1.2632
0.3023
0.1196
1.1602
0.5598
1.6671
0.2008
0.8744
-0.6114
1.6927
-0.244
0.4417
0.8357
0.0818
0.5863
-0.8421
-0.3894
0.0895
-0.1349
-0.6171
-0.1536
-0.1314
-0.7803
0.4198
0.6279
-0.1106
-0.2015
-0.0402
0.4043
-0.4039
-0.3731
0.5544
1.0364
0.3302
0.4544
-0.0714
0.9602
0.9442
-0.2116
0.0703
-0.5469
0.2606
1.2532
1.1236
-0.1076
0.9352
0.6558
0.9434
1.3417
-0.3175
-0.3088
-0.6017
0.1439
-0.4721
-1.4345
-0.9303
0.222
-0.3288
0.1317
-1.1712
0.0363
1.2752
0.0232
0.268
0.0598
-1.3008
-0.4402
-0.7549
-0.8632
-0.2869
-0.8519
0.2023
0.1839
-0.7517
-0.7329
1.3505
-0.5236
0.0156
-0.1718
-0.0178
-0.6745
-1.4279
-0.0095
1.2587
0.5129
-0.079
-0.7397
1.1429
-0.2544
-0.5642
-0.5289
0.2121
-0.0541
-1.3418
-0.9279
-0.1957
0.6449
2.3427
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1.1116
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1.2793
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0.7536
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0.4064
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0.5171
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0.3347
3.4659
0.6239
1.3599
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0.9166
0.3788
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0.1968
1.0263
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0.2148
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0.0326
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0.055
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0.585
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0.2345
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0.988
0.2133
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0.1145
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0.0381
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0.5893
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0.0751
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1.2506
0.1272
1.9406
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0.191
-0.1373
-1.193
0.1583
-0.1916
-1.0426
-0.0707
-2.0711
0.3116
0.1511
-0.8862
0.9249
0.1297
0.6893
0.5115
-1.0218
-0.5358
-0.5401
-0.2183
0.0543
-1.02
-0.0544
0.5493
-0.2448
0.7396
1.6854
-0.189
-1.1001
-1.7511
-0.2263
1.0363
0.5583
-0.2232
0.0507
-0.6589
1.0665
0.0783
1.7856
-0.1511
-0.0688
0.1954
-1.362
-0.2246
-0.3671
-0.6694
-0.0912
-0.3534
-1.2173
-0.0164
1.327
-0.1368
-2.0661
-0.0294
1.3684
-0.2284
0.0392
1.9123
-0.3842
0.8736
1.2558
0.0811
-0.5982
-0.0456
-1.1019
1.281
0.2793
0.486
-0.4059
1.2141
-1.3257
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-0.3777
0.5423
0.2276
-0.8466
1.3646
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-1.3914
1.5089
-0.0858
-0.5402
-0.8179
-1.2534
1.1665
2.1059
1.0583
275.233333
0
2,781
64.32
MASTECTOMY
Breast Cancer
Breast Invasive Ductal Carcinoma
Moderate
0
LumB
2
Positve
Positive
2
GAIN
Negative
Ductal/NST
1
Post
1
Left
1
4.06
IDC
Positive
0
ER+/HER2- High Prolif
30
2
Died of Other Causes
1.2255
-1.4951
1.375
-2.4351
-0.6903
0.6261
1.8752
1.3966
1.3045
1.5696
-0.0622
-0.4745
0.7728
-0.1266
-0.3622
0.1695
-0.3094
3.82
2.9976
-0.4344
0.2359
0.1896
2.5769
-0.6239
0.3992
-0.4234
1.9173
-0.0037
-0.2881
-0.7069
-0.9427
-0.8436
-0.7499
-0.8453
-1.3103
0.213
-0.7644
-0.6911
1.183
-0.025
-0.5771
1.1891
0.0232
1.054
-0.555
-0.7243
1.154
-0.6877
-1.315
-0.69
-1.0367
2.4506
-0.2868
1.1008
0.8039
1.4791
0.0796
0.697
0.0223
-0.1315
-0.4165
-0.5828
-0.811
-0.7235
-1.1292
-0.5969
0.3002
0.8246
0.4225
-0.2647
0.3849
-1.1699
-0.2046
0.0495
-0.2553
-0.1646
0.5729
-0.3551
-0.5942
2.066
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-0.6304
-1.2666
-1.7681
-0.6102
0.563
-1.0551
0.1025
-1.14
-1.4391
0.6114
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0.7617
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2.3735
1.6017
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1.4186
0.774
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0.7979
0.0334
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1.1221
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0.6467
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0.0777
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0.9896
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0.2767
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0.1211
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0.2937
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0.1114
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0.6293
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0.4511
0.7685
-0.5062
0.121
-1.1881
0.3084
0.7672
0.7673
0.8594
-0.4588
-0.1102
1.1591
1.5004
0.2709
1.3822
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0.28
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0.9068
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0.1008
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0.4113
1.2672
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1.2831
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0.2432
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0.1563
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0.7264
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0.4045
1.0244
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1.4241
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1.2975
0.9088
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-0.8102
0.096
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0.0779
1.0199
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0.0473
0.1189
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0.0039
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0.503
1.3123
1.5958
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0.5889
0.2225
0.3619
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0.4151
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0.0741
0.0309
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1.52
0.1814
0.3885
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0.3112
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0.5025
0.4662
0.4581
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1.2361
0.8713
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0.588
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1.4981
1.8269
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0.0747
0.5467
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1.593
0.5132
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2.7178
2.2948
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0.2286
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0.0559
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0.2006
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1.1426
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1.3231
-2.5459
-0.5404
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-0.1049
1.4875
-0.448
0.0522
0.3545
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0.6522
0.3212
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0.7098
0.0807
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0.0742
1.5957
0.2222
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0.3486
-2.0887
-0.513
0.4941
-0.275
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-0.5752
0.3639
-0.5981
0.4812
0.3373
0.433
-0.1178
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-0.9988
0.4593
-0.5352
-0.1569
-0.6689
-0.4519
-0.5271
-0.9244
-0.2599
0.8283
0.4531
0.5237
0.3745
-0.2982
0.2497
1.129
0.1317
0.4559
-0.6979
0.8718
2.1704
1.2171
1.8457
-0.066
-0.4114
-0.1889
0.9627
0.2131
0.0199
-0.3456
0.0177
-1.1546
0.1635
-0.571
1.4523
0.3797
1.0846
-0.2762
0.9122
1.2753
0.5059
-0.0888
0.1536
-1.9904
1.508
-0.1829
-0.9877
0.6584
0.0483
-0.6512
1.5502
-0.6392
0.3604
-0.4755
-0.3084
0.7644
0.6318
-0.0979
-0.3406
-0.6569
-0.0167
1.4654
0.4429
0.3375
0.8181
0.0022
-0.1396
-0.9858
-0.3442
0.3806
0.0505
-0.0362
-0.5821
0.9074
-0.4442
-0.4224
0.0984
-0.7631
0.0141
40.433333
1
2,786
62.36
MASTECTOMY
Breast Cancer
Breast Invasive Ductal Carcinoma
High
0
LumA
2
Positve
Positive
3
GAIN
Positive
Ductal/NST
1
Post
5
Left
3
5.056
IDC
Negative
1
HER2+
28
2
Died of Disease
-0.6506
-0.1476
-0.7637
1.1327
-0.306
-1.405
0.9773
-0.3467
-0.8001
-0.7799
0.6369
-0.554
-1.405
0.1223
0.6876
-0.4246
0.7903
-0.5107
1.5528
-0.3277
1.2461
0.2053
-0.6834
-0.1833
0.1795
0.5595
-0.2129
0.0164
-0.2754
-0.3132
-0.3428
-0.0087
-0.1826
-0.4582
1.4016
0.4479
-0.4228
0.6839
1.6147
-1.0948
0.6531
-1.248
0.2978
1.3643
-0.5508
-0.5659
1.1677
0.5215
-0.6128
0.1482
-0.2497
2.4446
0.9193
0.3707
-0.8014
-0.5054
0.6143
0.7989
0.2977
-0.38
-0.0052
0.5838
-0.9894
0.2831
-1.462
0.1319
0.9046
1.0825
-0.2522
-1.0496
-0.1649
1.8859
-1.2593
-0.9353
1.2313
1.1594
-0.4561
-0.9378
0.6862
0.0222
0.1239
-0.6489
-1.3473
-0.7007
0.199
0.6826
-0.4522
-0.497
0.0776
-1.1102
2.6218
0.4318
-0.4162
-0.9944
-0.5661
0.8791
0.2117
0.3762
-0.6529
-1.0388
0.5511
-0.2415
-2.1225
-0.0321
0.3997
0.6157
0.0965
-0.1044
0.6268
-0.258
1.1799
-0.5188
-1.396
0.9964
-1.3658
0.8778
0.693
0.7273
0.008
0.3091
0.13
1.1517
-0.515
0.3965
1.3892
0.4986
-0.5438
-0.821
-0.2373
-0.46
-0.0252
-0.267
1.4107
1.3232
2.2073
0.0206
0.5428
0.4467
1.2994
0.8776
0.352
-0.2182
-0.4749
-1.0386
-0.6078
-0.5141
0.4235
-0.9556
-1.6192
0.0089
0.3591
0.0848
-0.477
0.3822
-0.6868
0.7685
2.2038
-0.1509
-0.5065
0.3127
1.7802
0.0723
-0.4327
0.2769
0.2897
0.5555
-0.2442
0.4511
0.3565
-0.7192
3.0084
-0.7025
-1.7816
0.1976
0.0234
-0.4362
-1.683
0.1892
1.7621
0.6572
0.3909
0.0511
0.0649
0.661
-0.7231
0.2061
-1.259
0.037
-0.594
-0.0467
0.0698
-0.197
-0.8837
0.1466
0.4743
0.2852
0.4719
-0.3003
0.3964
-1.3127
0.2639
0.7556
-0.8649
-1.2615
1.1172
-0.5609
0.8629
-0.4025
1.4022
1.1026
-0.303
0.1136
-1.6486
-0.2506
0.9357
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1.0876
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0.189
0.8349
2.0949
0.3858
0.0285
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0.7309
0.3905
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0.4869
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0.064
0.252
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0.1799
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0.7044
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-2.7236
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-0.4497
0.0308
0.6867
-0.3742
-0.2931
-0.2524
-0.244
-1.0552
-0.4356
0.0325
-1.1598
0.1901
-0.7539
0.1604
0.2261
0.0699
-0.1595
0.0588
-0.5209
0.2859
-0.9706
-0.343
0.1291
-1.3332
0.8391
-0.6829
1.0446
-0.0489
0.7853
0.9827
-0.2885
0.5464
-0.8585
-1.6961
0.3511
0.4351
-0.5841
0.0514
0.0246
-0.0362
0.2273
-0.145
0.3757
-1.024
-1.9188
-0.8829
-0.6968
1.6732
-0.1915
-0.4668
0.2061
-0.7812
-0.997
-0.0796
-1.6812
-0.2229
-0.3394
-0.5155
0.0764
-0.3031
-1.0408
-0.6569
1.0878
0.7772
0.7694
-1.0657
-0.1779
0.1159
-1.0808
0.9555
-0.0052
-0.6893
0.5905
-0.0051
0.2783
1.154
0.7832
-0.7475
-0.4563
0.0854
0.46
0.1046
0.4283
-1.0542
-0.2492
-2.515
-0.6
-0.2841
-1.2564
0.3315
-1.3179
-0.6356
-0.672
-0.2409
-0.1284
1.0012
1.3403
-0.1444
-0.4989
-0.7408
0.8583
1.3478
1.0956
-0.6099
0.6385
-1.9365
-0.7078
-1.009
-0.0673
-0.6388
0.3768
0.79
0.1821
-0.2268
0.4694
1.0858
-0.4907
0.7372
0.8239
-0.7012
0.7508
-0.2785
-0.0452
-0.4331
-1.3603
0.0169
-0.7351
-0.4564
-1.1319
0.9862
-0.1045
-0.6688
-0.8756
68.266667
1
2,790
47.03
MASTECTOMY
Breast Cancer
Breast Mixed Ductal and Lobular Carcinoma
Moderate
0
LumA
2
Positve
Positive
2
NEUTRAL
Negative
Mixed
0
Pre
8
Left
0
3.05
MDLC
Positive
0
ER+/HER2- High Prolif
25
1
Living
-0.0164
0.8376
-0.6068
1.2143
0.4595
0.4421
0.0239
-0.6684
-0.6623
0.3335
-0.2422
0.2361
0.9553
1.1813
1.6286
2.1559
0.4723
0.2391
0.4694
-0.2891
1.183
-0.763
-1.1958
-0.0548
0.2644
1.0154
-0.5347
0.2148
-0.087
0.2672
0.2635
-0.3424
-0.1722
0.2713
0.3676
-0.7682
0.3767
0.7482
-0.0132
-0.3091
-0.1086
-0.7608
0.1394
-1.0884
0.0137
-1.3622
-1.3855
-0.3962
-0.5911
-1.0549
-1.4062
-0.7919
0.0717
-0.3982
0.4372
0.2297
1.274
-0.5908
2.0243
0.7998
-0.0185
1.0434
0.0948
1.0576
0.1876
-0.7553
0.375
0.0663
0.0069
0.106
-0.3536
0.5343
-1.0719
0.4153
-0.1132
-0.3108
-0.1082
0.467
-0.8508
-0.9343
-1.2005
-1.1707
-0.8742
-0.6234
-1.1513
-0.1287
-0.4583
-1.5725
-0.1796
-1.2013
-0.2648
-1.5562
-0.325
0.4286
-0.2889
0.4119
1.1452
0.6258
-0.113
-0.1355
-0.0799
1.3073
-1.1034
-0.4878
-0.4833
-0.2777
1.2113
-0.8226
-0.0342
0.1488
-0.8609
0.4153
-0.4701
-1.0345
-0.2163
-0.0864
1.3712
-0.2752
-0.0149
-0.5822
-0.6783
0.7028
0.3489
0.1981
-1.0361
-0.19
-1.168
-0.0051
0.6975
0.0043
-0.7103
-0.5551
-0.2542
-0.8365
-0.4309
0.294
-1.2461
0.1431
0.6376
0.8867
1.6122
-0.6776
0.038
-0.0245
0.771
-0.4698
-0.3439
-0.1924
-0.1392
1.5261
-1.1726
-0.8099
-0.5353
1.0285
-1.5819
-0.182
-0.5918
0.4504
-0.8841
0.7071
1.1123
-0.3026
-0.7327
0.294
-0.4671
-1.5343
-1.8784
-0.9358
-1.547
-0.6748
0.2819
-0.092
-0.4845
-0.1919
0.5375
-0.4189
-1.4257
0.1208
0.331
0.5851
0.7673
-0.7672
-0.6994
-0.8574
0.2246
-0.9496
-1.2344
-2.0581
-0.3291
0.9209
-0.333
-1.2111
-0.1073
-0.8358
-0.5215
-0.1818
0.1064
-0.7407
0.3544
-2.2809
1.1135
0.4304
-0.8443
-0.1391
-0.0885
1.4202
-0.5484
-0.1901
3.8356
0.2406
-1.7041
0.7642
-0.4896
1.3292
0.1652
0.0027
-0.3743
-0.3272
-0.4882
-0.196
1.829
0.4455
0.8904
-0.3342
0.0565
-0.3643
0.1662
-0.0973
0.7844
0.0713
-1.1448
0.09
-0.6687
-0.3181
-0.6002
0.3354
1.1055
-0.8006
-1.0938
-0.7922
0.9793
0.7235
-1.3466
0.2199
0.851
0.6992
1.3156
0.1399
0.0801
-0.6592
-0.7124
-0.7866
-1.0889
1.6718
-1.6884
-1.5821
0.444
-0.4079
-0.1605
-0.5412
-1.0043
-1.1975
-0.0461
0.8312
0.1917
-0.0552
0.4495
-0.0141
0.1698
0.7223
0.1112
-1.0967
-1.1006
0.1723
-0.8981
0.233
-0.2212
-0.5954
-0.8998
-0.0858
0.5567
-0.2518
0.352
-1.8633
-1.0919
0.9841
0.9194
-0.4723
-0.0765
0.551
-1.2776
-0.8299
0.6902
-0.7944
0.0968
-1.0931
-0.3171
1.1629
-0.9645
0.4112
-0.7371
-0.2046
1.069
-0.9302
0.2091
-0.1815
-0.7044
-0.3966
-0.7443
-0.614
0.4981
0.5594
0.2255
-0.2569
0.446
0.3269
1.2139
-0.0612
-0.945
-0.4618
0.3163
-1.0976
-0.2851
-1.2761
-1.405
-0.0742
-0.1471
-0.2365
0.6335
-0.5727
-0.4111
0.6805
-0.435
0.1554
-0.5271
-0.413
-0.7145
-1.283
-0.0843
0.18
0.9068
-0.4373
-0.8372
-0.2319
-0.1643
-0.3587
0.7605
-0.9021
-0.2644
-2.0831
-0.5469
0.1566
-1.0098
1.5618
1.446
1.4226
-0.5829
0.068
-0.4098
-0.1514
-0.7888
0.0606
0.3308
-0.8632
-0.2375
-0.9576
-0.535
-0.9276
-0.0008
0.8904
-0.1436
-0.1723
-1.4166
0.4891
-1.1541
1.1602
-0.7251
-0.9279
-0.158
0.3465
0.9255
1.3614
0.1454
-1.2113
0.2343
-1.132
-0.1527
0.5838
-0.1573
-0.1805
-0.7132
0.0474
0.2904
0.0856
-0.2044
0.1017
0.311
0.478
0.5437
-1.0283
-0.9473
1.1706
1.0474
0.3466
-0.1227
-1.4369
-1.1529
0.3849
-1.8954
-0.3819
-0.194
-0.3325
-0.9064
-0.3209
2.6822
0.9213
-0.5294
0.2498
-0.4603
0.5224
1.9332
-0.6111
-0.5182
0.252
-0.3742
0.2562
1.8082
0.2842
0.2396
-0.3728
-1.4339
-0.1819
-0.4669
-0.4456
0.6578
-0.1542
0.8593
-0.3766
0.6937
-0.0355
0.1645
1.2742
-1.4505
-0.3732
0.0532
0.0181
1.4123
-0.5054
-1.2851
0.8048
0.3185
1.235
-0.2342
-1.471
1.1636
-0.7201
-0.34
2.0555
1.3765
2.4129
1.2421
4.9906
-0.9149
-0.3381
1.1814
-0.4374
-0.0042
-0.1601
-0.3477
0.1821
0.1554
0.3509
-1.0843
-0.3136
0.2118
0.4664
-0.0222
-1.0291
-0.0834
-0.4387
0.504
0.3114
0.7424
0.2066
-0.4466
-0.5835
0.011
0.5219
0.4742
116.933333
0
2,791
40.79
BREAST CONSERVING
Breast Cancer
Breast Invasive Ductal Carcinoma
High
0
LumA
2
Positve
Positive
2
NEUTRAL
Negative
Ductal/NST
0
Pre
3
Left
0
3.034
IDC
Positive
1
ER+/HER2- Low Prolif
17
1
Living
-0.502
-0.2379
-0.5233
0.5102
0.869
-1.1082
-0.9481
0.591
0.5111
0.6836
0.875
-0.1613
-0.1954
0.0093
-1.3441
0.8956
0.2709
-0.0404
0.5587
0.2273
-0.0974
-0.372
-0.1513
-0.3046
-0.9382
-1.3481
-0.9747
-0.6227
-0.5153
-0.2948
0.5933
-0.4976
-0.1889
-0.1193
1.1083
-0.0984
-0.3953
0.0981
0.4196
-1.7192
-0.5187
-1.6769
0.1297
0.2435
-0.9511
-1.3622
0.704
1.09
-0.4103
-0.4562
-1.1069
1.0558
1.8559
0.7759
-0.2752
1.1355
0.7891
0.331
0.9674
0.9154
-1.3591
0.6432
0.2442
0.1713
-0.4771
0.7082
-0.6068
-1.6723
0.3517
-0.5722
-0.0916
2.4434
-0.3759
-0.7143
0.2971
-0.0179
0.3895
0.0483
0.2487
-0.1612
0.5871
-1.2272
-1.3445
-0.4639
0.9255
-0.3829
0.4003
-0.301
0.3639
-1.3366
0.4848
-0.763
0.7128
0.3349
1.1557
0.8755
0.4401
0.4513
0.4867
-0.1991
0.8305
-0.6167
-0.9319
0.5191
0.3714
0.4008
-0.3224
-0.6482
-0.0094
1.0166
-0.8014
-0.6341
-0.3633
0.3618
-0.0949
0.0379
0.3316
-0.9074
-1.4354
-1.3782
-1.3617
1.4923
0.8183
-0.4918
0.9706
-1.1925
-0.8835
0.5692
0.3529
0.3848
0.2977
-0.8245
0.4057
-0.5138
-0.3235
-0.4076
0.1363
0.4589
2.0646
-0.8413
0.5746
0.8419
-1.1723
0.7959
0.5159
-0.2625
-0.032
0.4628
-0.9895
3.453
-1.2284
0.4246
-0.4304
-0.5612
-0.3667
-0.4663
0.2483
0.4711
-1.269
0.069
0.3112
-0.3187
-0.5319
0.2833
0.3146
-0.1598
0.1704
-0.8355
-0.281
-1.2311
0.0746
-0.546
-0.988
0.3126
0.9456
-0.5456
0.5656
-2.5666
-0.7475
-1.0921
0.6075
-1.5064
-0.2499
-0.1337
-0.6862
0.3387
-0.9818
0.1855
1.2587
0.6506
0.2001
-0.2292
0.694
0.7588
-0.6635
0.5124
-0.6173
-0.4305
-0.5291
-0.6308
0.0896
1.1734
-0.9575
-0.035
-0.4556
-0.022
0.5884
-0.6445
0.2753
-0.9346
-0.2096
0.2729
-0.2145
-1.6541
-0.5723
0.8453
0.5007
-0.563
-0.8242
0.0589
-0.1466
0.6434
0.6728
-0.5725
-1.0763
0.4011
0.4106
-0.578
0.0227
-2.0752
-0.9954
0.5133
-0.1411
-0.9468
-0.4003
-0.4735
1.5408
0.4991
-0.3051
-0.692
0.512
-0.4884
-1.1016
2.3331
-0.002
-0.7868
1.8094
-0.1486
0.8464
-0.9919
-0.898
-1.051
-0.2014
0.2501
0.6106
-0.3829
0.0758
-0.3458
-0.1497
0.2097
0.1334
0.0677
-1.1926
-0.0255
0.2408
2.2923
0.4552
-0.0616
0.3765
-0.3469
-0.128
-0.7234
-0.2742
0.7944
1.217
0.1147
0.3067
0.0963
-0.0753
-0.3051
0.7123
-0.2778
0.809
-0.6802
1.4783
-0.3291
0.2056
-0.0535
0.7804
0.0448
-0.0265
0.3634
-0.6871
-0.269
0.1647
0.4778
0.797
1.4537
-0.9376
-0.3365
-1.1176
-0.6805
1.1013
0.2043
-1.0464
-1.1194
-0.3667
-0.1705
-0.2183
-0.2475
-0.4416
-1.0603
-0.0345
-0.9304
0.1366
-0.2791
-0.178
-0.3944
-1.4328
-0.3485
-0.2549
-0.1182
-0.6572
-0.6408
0.031
-0.3643
0.5427
-0.4392
-0.8694
0.4482
0.7506
0.4466
0.058
0.3055
0.6987
0.4826
1.5917
0.2601
0.8957
0.4612
-0.215
-0.4629
-0.7248
-0.9712
0.751
0.3538
-0.8813
1.1734
-0.318
-0.196
-1.0194
1.5408
0.1269
-0.9301
0.0317
-0.5969
0.3326
-0.1823
1.1006
0.1942
0.1418
-0.5152
-0.3437
-0.4546
0.0028
0.9431
-1.0577
-0.1518
0.3152
-0.7979
0.0082
-0.3612
-1.972
-0.7398
1.045
-0.4901
-0.7043
-0.0809
-0.1278
-0.5227
-0.3854
-0.1662
0.1143
1.3274
0.2477
-0.2238
0.7831
0.6094
-1.139
-0.1474
0.2351
-0.933
-0.567
-0.6726
-0.0574
1.4616
-0.6285
-0.9856
-0.2527
-1.1386
0.0415
0.3256
-0.5265
0.4647
-0.227
-0.2934
-0.6762
0.5171
-0.4097
0.26
-0.6357
0.0675
-0.7325
0.6109
-0.1386
0.7093
0.2014
-0.4288
-0.368
-0.0542
0.3346
-1.479
-0.4482
-1.3048
-0.2956
-1.2268
-0.0627
-0.014
-0.3182
-0.8375
0.5686
0.5208
0.8712
0.5874
0.2221
-0.2081
-0.0058
1.7831
1.448
-0.5892
0.5068
0.2972
-0.0262
0.0922
-0.7058
-0.2601
-1.4282
-0.3979
-0.6223
-0.2576
0.1194
0.7057
1.1598
-0.4658
-0.2134
-0.1937
0.4028
0.5111
0.3702
0.1228
1.069
-1.2407
-2.318
-0.7795
-0.4827
0.5934
-0.2708
1.6193
-0.2493
-0.4909
-0.3992
1.1902
1.6598
0.6157
-0.3095
-0.3466
-0.0522
0.0077
0.4893
-0.4572
0.0969
-0.2649
1.3812
-1.1925
-0.0729
0.4796
0.3731
-0.5646
-0.6976
271.933333
0
2,792
50.38
MASTECTOMY
Breast Cancer
Breast Invasive Ductal Carcinoma
Low
0
Her2
2
Positve
Positive
2
GAIN
Negative
Ductal/NST
1
Post
9
Left
1
4.07
IDC
Positive
0
ER+/HER2- High Prolif
35
2
Died of Disease
1.6524
0.714
-0.9925
1.1691
-0.9871
-2.0352
-0.4352
-0.591
-1.0761
-0.1675
0.6884
-0.6862
0.1665
-0.3219
0.2629
-0.0566
0.1438
0.2193
0.5739
-0.7341
-0.7227
-0.754
-1.9015
-0.4353
0.8825
0.3461
0.6019
-1.1459
0.1925
0.8217
-0.1461
0.1384
0.1873
-0.0929
0.4564
0.5202
1.0191
1.5905
1.5696
-0.0326
0.6345
0.1067
-0.0285
-1.9417
-0.2622
-0.3987
-0.081
-1.2663
0.1929
0.2579
0.3588
-0.7584
-0.3639
-0.5294
0.4278
-0.97
-0.7794
-1.133
1.3327
-0.6735
0.1025
-0.0464
-0.0767
-1.174
-1.1347
1.0673
-0.1524
1.9998
-0.32
-0.6406
0.1889
0.681
-1.2718
-2.0333
-0.6233
-0.2045
-0.3757
0.7547
0.7373
1.0184
-0.1264
2.1487
-0.8168
0.1251
-1.4198
-0.8244
-1.2887
0.2553
-0.6763
0.5282
0.4515
0.2061
-0.6206
0.7411
-0.69
-0.3031
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110.766667
1
2,793
67.62
MASTECTOMY
Breast Cancer
Breast Invasive Ductal Carcinoma
High
0
LumB
2
Positve
Positive
2
NEUTRAL
Negative
Ductal/NST
1
Post
8
Right
0
3.05
IDC
Positive
0
ER+/HER2- High Prolif
25
1
Living
0.9286
0.1695
1.5997
-0.6762
-0.6044
0.5844
0.6966
1.8098
0.9649
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0.0222
0.988
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0.3817
1.2129
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0.7619
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0.1085
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0.0553
1.6143
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1.2218
-0.2277
-0.7041
-0.1128
0.0429
0.2147
0.1043
0.253
-0.8327
-0.9812
1.1657
-1.5932
-0.3922
1.3693
-1.0489
-1.2498
-0.7709
0.0211
-0.7901
0.1401
-1.3542
-0.1792
0.1674
-0.52
-0.5681
-0.167
-0.2372
1.2257
0.0099
0.7851
0.6077
-0.354
-0.7916
-0.4908
-1.2245
-1.2632
-1.0062
0.2648
-0.0792
0.9021
-0.7282
-0.0209
1.6207
-0.9656
1.0948
-1.3985
-0.2322
0.0013
2.5562
-0.1853
0.4161
-0.1474
-0.873
0.446
1.0161
0.4766
-0.0058
0.3396
1.4945
-0.7484
-0.9744
0.5668
0.6002
0.0582
0.4173
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0.9986
1.2543
-1.4285
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1.7493
0.93
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2.413
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1.3538
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0.9144
0.3185
0.7659
1.9482
0.3572
-0.7885
0.7138
267.233333
0
2,795
42.07
BREAST CONSERVING
Breast Cancer
Breast Invasive Ductal Carcinoma
Moderate
0
claudin-low
2
Positve
Positive
2
NEUTRAL
Negative
Ductal/NST
0
Pre
1
Right
0
3.024
IDC
Negative
1
ER+/HER2- Low Prolif
12
1
Living
0.0956
-0.8644
-0.0853
0.6318
-0.884
-0.2494
-0.3353
0.1767
0.5195
-1.2105
0.8843
-0.6839
-0.3171
0.788
-0.1779
0.0444
-0.5311
0.3896
0.1986
0.8215
2.0155
-0.3909
0.7415
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-0.1159
-0.4996
-0.9606
0.1472
-0.5817
-1.3021
0.2345
0.5954
0.0651
-0.0825
-0.3478
-0.3191
0.5147
0.819
-0.461
0.4277
0.384
0.5776
1.7507
-0.7253
0.3
-0.6112
0.8808
1.3055
1.2815
1.1068
-1.5954
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0.2978
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0.3185
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0.4953
0.0252
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1.1331
-1.2683
-1.7179
0.4677
0.0928
2.5142
-0.5982
1.5268
-0.7672
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0.2312
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-2
0.4776
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0.3114
1.1225
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1.4277
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1.225
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1.3476
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0.1586
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1.1363
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2.1021
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0.275
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-0.4021
-0.3263
-1.0293
0.226
-0.6263
1.0826
-0.2941
-0.7075
-1.5302
-0.2117
0.0694
-1.2896
0.3749
-0.9304
0.9326
0.1419
0.5402
2.6743
-0.6765
1.341
-1.3418
-0.5521
-0.449
0.442
-0.5758
0.0038
0.5933
-1.899
-2.0284
-0.0677
1.312
0.2683
-0.6137
0.3836
0.6502
0.3852
-0.8641
-0.5035
0.3268
1.0219
-0.5022
1.3801
0.8783
-0.2913
-0.0134
-0.0372
0.1619
0.4075
0.4433
-0.1407
-0.7273
-0.1236
-0.2132
-0.4427
1.3115
-0.2931
-0.3186
0.8976
-0.2547
-0.1745
-1.5499
0.256
-0.1172
0.0088
0.7699
-0.8583
-0.6876
-0.3286
0.2448
-1.4687
-0.4522
-2.7428
-1.2466
0.6472
1.0117
-0.345
0.8526
-1.3954
-0.1046
-0.954
0.5774
-1.9036
-0.4099
-0.4087
-0.3562
0.3482
-0.1497
-0.2614
-0.4581
1.1454
0.6156
-0.066
0.917
0.5233
0.0717
-1.5824
-0.0741
0.0463
0.273
-0.0052
-0.0569
-0.0843
-1.7419
0.4848
-0.8151
-0.873
0.0405
-0.821
-0.8245
0.0902
0.6443
-0.4793
2.0602
0.334
1.4267
-0.6727
-0.5801
-0.0395
-0.1167
-0.3708
-0.4808
-0.0163
0.7312
-2.1607
-1.0479
-0.2464
-0.2163
0.0335
0.4559
-0.854
-1.3551
0.8475
0.7263
0.7915
-0.4074
0.9357
-0.3166
-0.5799
-1.204
0.247
-0.539
0.0603
-0.4051
-0.1887
0.0754
-0.6393
0.5178
-0.5958
-0.7947
-0.6996
272.1
0
2,796
57.94
MASTECTOMY
Breast Cancer
Breast Mixed Ductal and Lobular Carcinoma
Moderate
0
claudin-low
2
Positve
Positive
3
NEUTRAL
Negative
Mixed
1
Post
2
null
1
5.04
MDLC
Positive
1
ER+/HER2- High Prolif
20
2
Died of Disease
0.0454
0.581
-0.0929
0.6395
0.3434
-2.1549
-1.2547
-1.0585
-0.4743
-1.3486
-1.2478
-1.364
0.0605
0.0099
0.6346
1.0792
-0.3977
-0.116
0.2703
-0.5191
-0.8685
-0.9699
1.0913
-0.1514
1.1752
0.1844
-0.0954
1.0829
-0.3027
0.234
0.7083
0.2295
0.7869
-0.1123
0.8802
0.3337
-2.3962
1.5142
1.1425
-0.1649
0.81
1.2032
-1.0694
-1.4019
-0.0927
0.1527
-0.9998
-1.5979
0.2127
-0.5774
0.1231
-1.0851
-0.5543
-0.517
-0.4918
-0.2037
-1.4217
-0.9295
0.3944
0.9706
0.0349
-0.059
0.4286
-1.2178
-0.2831
0.5224
-0.6564
0.4615
-0.1839
-0.8506
0.2141
1.553
-1.2196
-1.2368
-1.1475
-0.1744
-0.3528
-0.5486
0.647
0.7467
0.0348
0.6012
-0.2703
-0.4152
-1.1831
-1.2797
0.4186
-0.0471
-0.6682
0.8196
0.8788
0.8216
-0.6335
0.0059
0.8505
-1.1339
-0.9158
0.8807
-1.6311
-0.1955
-1.0411
0.1268
-0.4177
-0.6616
-0.3551
1.6612
0.6567
-0.0704
0.5767
-0.1697
1.7491
0.6337
-0.4262
0.6717
-1.3066
-0.319
-0.0056
0.9744
0.4288
1.0971
0.1742
1.1431
0.9648
-0.4757
-2.4606
1.7138
0.2504
0.4556
-0.3142
-0.8995
0.8131
-0.6185
-1.4193
-0.4438
0.2245
-1.7231
0.2216
-0.4604
-0.844
-0.0275
-0.1992
-0.7693
-0.0252
0.3008
1.1247
0.8106
-0.0058
0.5469
1.1082
-0.8872
-0.3169
0.4005
-0.1135
0.2863
0.0007
0.7212
-0.9113
0.3664
0.9393
1.1028
-0.1285
-0.7698
-0.76
1.4638
0.8286
0.0867
-1.3561
-0.0386
-0.4446
-0.2125
-0.6863
0.1655
2.5096
2.0467
-0.3232
-0.1558
0.3623
1.1371
-0.1222
-0.5267
-0.9224
0.9826
-0.2875
-0.2238
1.6892
-1.7583
-0.4876
-0.397
0.8493
1.2019
-0.3509
0.1986
0.615
0.5049
0.4253
-1.1976
-0.2717
-0.4466
-0.1583
-0.0973
-3.085
0.1534
0.9112
0.4001
0.1428
-0.4075
0.4772
1.0834
-0.4141
-1.0682
-1.0488
1.0248
-1.499
-0.9952
0.1942
0.8025
-0.6483
-1.0738
-0.3088
-0.3278
1.909
1.1703
0.5542
-0.305
0.5581
-1.9269
-0.1476
-0.2795
1.4393
-1.0571
-0.2328
1.4109
0.8819
-0.5665
-0.6616
0.8543
0.9462
-0.3165
-0.074
-0.5798
0.2661
-0.0272
-1.1872
-0.3279
0.4628
-0.6273
0.7124
-0.8868
0.8939
-0.4159
0.4971
0.3511
0.0065
0.2272
-0.9177
0.5193
0.722
0.753
1.2429
0.1531
0.3079
-1.1018
0.2323
1.4454
1.244
-0.4737
0.5826
-1.9618
1.1501
0.1954
0.4151
0.0799
-0.2183
1.1747
-0.6794
-0.8775
-0.8078
0.1917
-0.8305
0.0159
0.5533
-0.9993
0.7126
0.0668
-1.9365
-0.1469
-0.398
0.742
0.1663
0.2682
0.2354
-0.4657
-1.5069
0.5458
-1.1507
0.3528
0.466
0.0247
0.6467
-0.354
0.3415
-0.5984
-0.2194
-0.9618
0.1333
0.5436
-0.5604
-1.3727
0.3887
0.7644
0.1547
-0.27
0.0538
0.6456
0.9565
-0.3212
-1.0446
0.283
1.1082
1.6392
0.1022
-0.5402
-1.1713
-0.525
0.6604
1.1998
0.8469
0.8226
1.5328
-0.4629
1.1957
0.0337
-0.0747
0.9171
-1.3988
0.4046
0.6657
0.099
-0.0899
-0.192
-0.6572
-0.5466
-0.5229
0.1896
-0.6336
-0.2829
0.0885
0.4736
-0.2713
-1.5693
-0.0282
-1.0563
0.5074
-0.9947
1.999
0.2486
0.759
-0.7589
0.4816
-0.7016
-0.5237
-1.0598
1.2642
0.5462
0.0808
0.7563
-0.0052
0.2331
-0.0438
-0.5358
-0.9325
-0.4787
0.8677
0.8274
-1.1484
0.4177
-0.0648
1.5666
-0.0553
-0.9968
0.8826
1.0243
0.608
-0.0127
1.051
-1.3846
0.8975
-0.6885
0.2153
-1.291
0.3947
-0.2568
-0.4978
1.3818
0.9144
-0.2907
1.1634
-0.2822
-0.03
0.2379
-0.9545
-0.341
-1.2987
0.0893
1.0177
-1.2865
1.6644
0.7333
-0.6339
-0.3542
0.5088
0.1008
0.665
0.0733
1.4362
-0.8503
-0.7729
0.1665
-0.9271
0.704
-1.4973
-0.6761
-0.738
0.408
-0.5667
2.1371
-1.3406
1.2196
2.2118
-0.9981
1.8139
1.6609
1.5896
-1.3002
-0.813
0.7612
-1.0691
-0.216
0.3201
0.5094
0.3617
-0.7623
0.5837
-0.5888
0.0795
0.0148
-0.2792
-0.6176
-0.5246
-0.1082
1.8883
0.4255
-1.1148
-0.8575
0.2841
-0.5528
-0.8773
-0.3386
0.7301
-0.42
1.003
-1.1201
0.0905
0.5027
0.7743
0.4209
-0.8999
-0.1183
-0.3784
1.0985
1.1171
-0.6864
3.5217
-1.5471
0.1116
0.8019
0.9038
-2.0466
1.1378
-0.23
-1.7421
0.5759
-0.5067
0.7082
1.0389
-0.1183
0.0651
-0.1847
-0.9427
87.7
1
2,797
50.07
MASTECTOMY
Breast Cancer
Breast Mixed Ductal and Lobular Carcinoma
Moderate
0
LumA
2
Positve
Positive
1
NEUTRAL
Negative
Mixed
0
Post
6
Left
0
2.03
MDLC
Positive
0
ER+/HER2- High Prolif
15
1
Living
0.1609
-1.0397
-0.32
0.3036
-0.5829
-1.4273
-0.1072
1.2411
0.2496
0.5646
-0.0556
0.4367
0.4265
-0.1948
-0.3697
1.5931
-0.5617
0.6174
1.1953
0.0498
0.8164
0.3401
-0.9012
0.0427
0.3057
0.8994
-0.2739
0.697
0.4482
2.0303
0.3039
-0.6944
-0.0315
0.0008
0.5591
0.5405
-1.0254
1.5903
1.847
0.053
-0.5892
-1.2149
0.0254
-1.4794
0.6691
0.3006
-0.5518
0.4528
0.3639
0.5167
0.3605
-0.0117
1.6818
1.7642
-0.4461
1.5796
3.4787
-0.5287
-0.3331
1.5003
0.158
1.0841
-0.8699
-0.2659
-0.7376
0.2363
0.3213
-0.2793
-1.17
-1.8872
1.0049
-1.7975
-0.7349
-0.8664
-0.4578
-0.2112
-0.387
-0.1648
-0.2586
0.0114
0.6973
-0.5821
-1.932
-0.1687
0.0546
0.9497
-0.9819
-0.1135
-0.505
-1.4038
-1.8214
-0.2217
0.4596
-2.3485
-0.6798
0.8535
0.718
-0.6915
-0.7422
-0.2367
0.1735
0.0091
-0.2417
-0.6558
1.0987
0.4112
0.7526
0.2995
0.387
0.367
1.1484
-0.0717
-1.4232
-0.7832
-1.3731
0.0043
0.5874
-0.7998
0.7265
-0.3443
0.5913
1.5773
0.9006
-0.1467
-0.6307
-0.5306
-1.2298
0.0431
0.6975
9.5248
-0.6011
-0.132
1.5925
1.1114
0.3647
0.2023
-1.3619
-0.5576
-0.5939
0.7963
1.0605
0.0427
-0.5334
0.9166
-0.7007
-0.515
0.7211
0.3772
-1.9432
0.1652
-0.5283
0.444
-0.3215
1.4653
1.6454
-0.0411
0.3234
0.6784
-0.162
-0.1101
2.4947
1.308
0.2308
-0.5147
0.1246
-0.639
-1.6666
-1.5001
0.8306
-2.2243
-0.6964
-0.747
0.1861
0.1441
1.186
0.8137
0.2782
0.2142
0.6011
-0.3151
-1.1276
-0.169
0.8454
-0.1558
0.1813
-0.2914
-1.3037
0.8719
0.3001
1.068
-1.297
-0.4456
-0.7973
-0.5602
-0.0656
1.0721
0.282
-0.7608
0.4786
-0.1664
1.1067
1.2618
-0.0079
-0.9621
-0.1723
0.2794
-0.9363
-0.5351
-0.3058
0.2356
-1.1749
-0.0926
0.2761
-0.0532
-0.4311
-1.4951
-0.9045
-0.363
1.2392
0.073
0.0128
0.8523
0.3318
0.6035
-0.7945
-0.4491
-0.4613
-0.1697
0.2602
-0.0503
0.3606
0.6151
0.0218
-1.274
-0.2306
-0.3782
0.2054
-1.2516
-0.3609
-0.8627
-0.075
2.1918
-0.6799
0.4222
0.9956
0.8079
0.7445
-2.3721
-0.1463
0.3815
-1.2015
-1.1081
-0.6326
0.7689
0.0594
0.3769
0.5635
-0.4235
-0.1057
0.2655
0.8083
-0.3515
-0.4307
0.0812
0.565
0.1323
1.5263
-0.3856
-0.0634
-0.1967
0.0806
-1.0674
-0.1715
-0.8833
0.4277
-0.6094
0.0939
0.2843
-1.6749
-0.1118
1.3333
-0.6719
-0.7558
-0.3647
0.4064
0.1501
-0.6831
1.4568
0.4927
2.757
0.4638
-0.7852
-0.6185
-1.0118
-0.562
-0.8959
0.2027
0.0464
-0.4673
-0.4166
0.9887
-0.79
1.1984
-0.1626
-0.4278
0.0829
-0.597
-0.7519
-0.7363
-1.0237
-1.074
-1.2923
-1.182
-1.5502
0.7422
-0.8987
1.3595
-0.1417
0.2493
0.6829
0.0979
0.5124
-1.7519
0.1706
-0.0839
-0.192
0.0445
1.0781
0.3794
-1.4861
-0.0937
0.7823
0.1498
0.2573
-0.1317
0.0513
0.5801
-0.7896
0.3423
0.3514
0.1577
0.0026
0.1029
0.5563
2.9685
-0.794
-0.8238
-0.3705
0.5637
-0.2395
-1.7875
-0.6933
1.3734
0.427
0.2316
0.3397
-1.0345
-0.701
1.4661
0.9303
0.5679
-0.8223
0.2558
-0.219
0.2299
-0.6849
-0.6145
-0.3362
-0.1185
-0.5471
-1.1461
1.0641
-0.9421
-0.2474
0.9621
0.7668
-0.6404
0.1406
0.9655
-0.797
0.3203
-0.8892
0.5303
-1.1305
-0.2432
-0.6728
-0.2397
0.3137
-1.2412
-0.8391
0.5229
0.5015
-0.8323
-0.3437
-0.3843
-2.1065
0.6071
0.5051
0.1844
-0.3477
0.2371
-0.2969
0.0879
0.4305
0.8532
-0.3517
1.0671
-0.6534
-0.7095
0.993
0.1251
-0.158
-1.1117
0.0815
-0.027
-0.023
-0.8184
-0.5091
-0.1453
-0.3692
-0.4836
-0.3612
0.2135
-0.1766
0.0292
-0.2515
-0.1392
-0.5545
-0.4341
-0.3083
-0.1116
0.0628
0.1299
0.7565
-0.9176
-0.4841
0.2896
1.0036
0.6468
-0.7147
-0.744
-2.0255
0.0458
1.0234
-0.8668
-0.5964
-0.7681
-0.2301
-0.6152
-0.8249
-0.2423
0.4634
1.1419
-0.8271
-0.1114
0.1942
-0.5789
0.1902
0.4303
-0.3758
0.356
-0.0514
-1.607
-0.5269
-0.9952
0.1
0.8648
0.567
-0.8561
-0.639
-0.1405
2.2489
0.1036
-0.1616
3.5948
-1.1993
0.7358
-0.8468
1.0174
-0.6153
0.6944
-0.7688
2.4492
-0.2311
0.1629
0.4257
2.9479
3.766
0.7072
252.966667
0
2,801
70.35
BREAST CONSERVING
Breast Cancer
Breast Invasive Ductal Carcinoma
Moderate
0
LumA
2
Positve
Positive
2
NEUTRAL
Negative
Ductal/NST
1
Post
2
Left
1
4.026
IDC
Positive
1
ER+/HER2- High Prolif
13
2
Living
1.0686
0.6457
0.2422
0.1358
-1.4458
-2.0795
-0.2214
1.1636
-0.5856
-1.8829
-1.3154
-0.1152
-0.1403
1.6142
1.107
0.4116
1.595
0.7573
-0.8644
-0.9366
-1.8841
0.8656
-1.2043
-0.2181
0.0416
0.1276
-0.6075
-1.0127
-0.26
0.0331
0.7902
-0.6698
-0.2455
-0.096
0.5953
-0.5318
-1.2003
1.5484
-0.8058
1.1505
-0.7089
-0.0929
0.7137
1.1681
-0.2626
0.7481
0.8251
-1.4814
-0.6096
0.5104
-0.3325
-1.7568
-1.3347
-1.6987
-1.0443
-1.0623
-0.6418
-1.2169
3.1784
1.0219
-0.125
2.0898
-0.2467
-1.8602
0.3602
-0.009
-0.3176
-1.4219
-0.0983
-0.4113
0.4046
-1.5938
-1.0614
-1.0218
0.7093
1.2756
0.2092
-0.2753
-0.6427
2.9985
-0.5106
0.2921
-0.2824
-0.8289
-1.8449
-2.1192
-0.6399
-0.6333
-1.8969
-0.8998
0.3989
-0.3452
-1.3889
-1.5093
-0.9567
-0.7278
1.2046
1.3031
-1.6113
-0.6264
0.0284
-0.1245
-0.3685
-1.0402
-1.7458
-1.5525
0.0606
-0.1298
1.4964
0.028
-0.221
1.3628
-0.6728
-0.3693
-1.4619
-0.6879
-1.2733
0.431
-0.7274
-0.6784
0.6854
0.9012
0.7435
-0.6345
0.7198
0.9546
-0.7568
-0.3511
0.268
-0.3462
-0.4238
0.1972
-0.776
1.3127
0.3374
-0.3045
-1.39
0.2905
0.2632
-0.8379
-0.4777
-0.737
-0.4403
-1.0694
-0.0891
-0.1388
-0.5543
0.7972
0.0791
-0.4368
-1.2956
0.2279
-0.3993
1.5975
0.4262
1.4713
-0.8011
0.1722
1.4992
0.6204
0.067
-0.9349
-0.2642
0.3818
1.0736
-0.6621
-0.7267
-0.5589
0.0676
0.1533
-0.9682
-0.0918
0.4776
1.1794
0.7929
0.3428
0.4112
0.4859
0.0753
-0.2703
-2.165
-0.2131
-0.3287
0.1148
-0.5884
-1.3634
-0.8908
-0.349
-1.2653
0.4996
-0.2247
-0.0121
-0.1821
-0.1973
-0.4341
-0.4483
0.3784
-0.1305
1.3679
2.5296
-0.4116
-0.9533
-0.3629
0.902
0.8358
1.4092
0.8137
0.4364
1.7014
0.4456
-0.9195
-0.2586
0.6005
-0.201
0.4549
0.0438
-0.9932
0.0243
0.4828
-0.1027
0.893
0.3252
1.4466
0.532
0.8003
-0.3823
-0.1321
-0.0775
-0.0882
-1.1023
-1.0317
1.7307
0.0826
-1.2211
-0.7814
1.317
-0.383
-0.6564
-0.846
0.0137
0.3061
-0.0747
-1.1946
-0.1713
0.8702
0.6742
0.1818
-1.1094
0.3049
0.6856
0.552
0.5565
0.7175
-0.3699
-0.1756
-0.3514
0.1975
0.9937
-0.9697
-0.224
-0.6635
-2.0048
0.5067
1.2327
0.5228
-0.4533
0.2491
-0.065
-0.1675
0.5711
-0.8367
-0.652
-1.1657
0.1494
1.3455
0.4958
-1.1488
-0.4737
-0.668
0.4343
0.1401
-0.3904
-0.253
-0.7417
-2.6583
-0.9252
0.6587
0.1956
-0.1362
-0.2902
-0.5252
0.3419
-0.7485
-1.0414
-1.1677
0.0025
0.598
-1.6517
-0.2959
-0.727
0.2445
-0.6083
-0.3594
-0.7968
-0.275
0.1695
1.5558
-0.9978
-0.4053
-0.041
1.8122
-1.3229
0.655
-0.0987
-0.0146
-0.3853
-0.4522
-0.1687
-1.1353
1.2214
-0.4045
-0.6618
0.0366
0.1265
0.6513
0.6842
0.1147
-1.283
0.622
-1.5694
0.9143
-0.5846
0.376
0.5806
-1.1051
-1.1893
-0.8822
0.2398
1.3013
1.2892
-1.1637
-0.7624
-0.5396
-0.3955
-0.0956
0.034
-0.5991
-0.3359
-0.4195
-0.2291
-0.8813
-0.6003
-0.6835
0.2788
1.187
-0.2547
-0.4002
-1.687
0.4113
-0.1688
0.4961
-0.5692
0.9358
-0.4789
0.2852
-0.1621
-0.4619
-0.4442
-0.9415
-0.1406
-0.5416
0.552
1.497
0.5183
0.2483
0.3507
-0.2239
1.0426
0.6124
0.7761
0.5659
-1.889
0.4791
-0.7105
0.9263
0.0796
-0.0728
-0.716
-0.7187
0.2997
-1.5482
0.7047
-0.7683
0.5456
-0.7522
0.4966
0.6324
-0.0305
-0.5202
-0.3327
-1.6892
-0.912
-0.5032
0.8967
0.7729
0.3809
0.0566
0.2288
1.1228
-1.8772
-1.5518
-1.8706
-1.5668
0.7423
0.901
0.3372
-1.8716
0.5582
0.0297
-0.601
-0.9295
-1.6869
-0.3029
1.0144
-0.7802
0.467
-1.3852
0.4035
2.2922
-0.5393
0.3403
0.5743
-0.0769
0.5008
-1.1529
0.0837
-1.8392
-0.401
0.1295
0.4374
0.894
0.2796
0.1331
0.1803
-0.7345
0.5868
-1.0799
-0.6582
0.7918
0.506
0.7677
0.298
0.1238
0.071
0.2831
-0.6083
1.1334
-0.6464
1.177
0.5397
-0.7104
0.9547
0.3692
0.1152
1.2631
-0.1374
-1.2533
-1.841
0.3951
1.9486
0.8991
-1.1674
0.435
1.1387
0.2708
0.6604
0.1762
-0.36
-0.0058
-0.8015
-0.8096
-0.1315
-0.6418
-1.144
0.0808
0.6403
-0.2561
0.1307
-0.5116
271.266667
0
2,803
63.01
BREAST CONSERVING
Breast Cancer
Breast Invasive Ductal Carcinoma
High
0
LumB
2
Positve
Positive
2
NEUTRAL
Negative
Ductal/NST
0
Post
8
Right
0
3.036
IDC
Negative
1
ER+/HER2- High Prolif
18
1
Died of Disease
-0.617
-0.1222
-0.9577
-0.2077
-0.3104
0.0112
0.9056
0.5477
-0.3913
0.4537
0.7756
-0.3939
0.4085
0.0215
0.2066
0.5907
0.1441
1.3538
0.2758
-1.1
1.3007
-0.0057
0.4956
-0.3421
0.3994
2.1305
-0.46
-0.6923
0.0888
0.4569
-1.0251
-0.5572
-1.1027
-0.6676
-0.8317
0.6187
0.1537
0.2354
1.6159
-0.3835
-2.0409
-0.6616
0.0832
-0.6041
-0.3683
-0.6248
-0.0896
0.0047
-0.8276
-0.217
-1.0938
-0.1155
-0.0391
-0.0051
0.8735
1.3822
1.0455
-0.5613
-0.0617
1.213
1.073
0.7911
-0.4818
0.2399
-0.0094
1.2921
-0.1591
0.6811
-0.6826
-0.7309
0.0556
-0.6256
-0.6045
-1.2742
-0.4996
0.0897
-1.0205
0.7672
0.7017
-1.5998
-0.3983
0.0763
-1.1389
0.4749
-0.5584
-0.493
-0.1325
-1.2092
0.2193
-0.6952
-0.4097
-0.5715
1.1034
-0.2015
0.3035
0.3514
1.5421
-0.4016
-0.144
-0.6626
-0.2728
0.6663
-0.6195
-0.7941
0.3551
0.4776
-0.2287
-0.8096
-0.9261
-1.4729
0.5071
-1.5977
-0.7424
-0.0512
0.2204
-0.2256
1.337
-0.4504
-0.5826
0.4623
0.3338
1.2181
1.5982
-0.6338
1.4327
0.9933
-1.0294
1.0846
0.077
-0.3093
-0.0865
-0.6864
-1.4302
-0.8955
-0.291
0.0658
0.249
0.1952
0.0248
0.8995
0.2387
0.4769
0.0987
-0.6398
0.528
-0.1061
-0.9624
-0.1231
-0.6083
-1.0095
0.074
0.162
-0.8644
-0.0662
-0.1738
-0.3224
-0.5225
0.4172
-0.071
-0.9139
-0.6189
-1.1877
-0.8404
0.0752
0.2942
-0.58
-0.835
-1.0313
-0.1649
-1.5246
-0.2253
0.4034
0.2091
-0.9843
0.8154
0.0612
0.2457
-1.3824
0.6131
-0.567
0.7586
-1.0618
-0.7161
-0.1229
0.7451
-0.5416
-0.5286
2.6688
-0.0593
-0.3009
0.6197
-0.4959
-0.9637
0.197
0.3238
0.341
1.0034
8.5776
-0.0811
-1.5533
0.0946
1.7152
-1.2942
-0.6532
-0.3947
-0.7648
0.6508
1.9701
-0.0464
0.8409
-0.487
0.6847
0.1818
-1.0682
-0.6906
-2.5296
1.2181
0.2515
-0.5037
-0.3634
-0.298
0.259
-1.1855
-0.5489
0.6348
0.1121
1.4343
-0.2301
-0.2407
-0.6431
-0.7815
-0.5841
-0.1691
0.0575
-0.8942
0.174
-1.1127
-0.9285
-0.7177
-0.1017
0.4259
-0.2375
-0.9305
3.0526
0.2321
-0.0334
0.7101
-0.0543
-0.6553
-0.7205
-1.1475
-0.9761
-0.1852
0.4091
0.9211
-1.0897
0.8841
-1.0665
-1.9316
-1.4862
-0.3718
-0.3264
-0.4332
1.5521
-0.9769
-0.2837
0.8713
-0.4276
-0.3991
0.367
-0.1673
-0.5898
-0.4157
-1.3726
0.47
0.0092
0.5191
-0.0711
0.7707
0.8645
0.8037
-0.462
1.0879
0.3045
1.0621
0.8265
-0.3696
-1.1582
-0.5821
1.5481
0.5192
-0.3549
-1.0327
-0.9284
0.3189
-0.798
-0.3997
-1.9558
-0.2218
-0.2751
0.1331
-0.7062
0.0385
0.1513
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-0.217
0.2347
-1.0016
-0.8363
-0.308
-0.9173
-0.6994
0.1249
0.3885
-1.3938
-0.1406
1.1743
0.055
0.2824
0.7692
-0.2947
-0.6697
-0.2692
-1.3636
-0.038
3.747
-0.2754
-0.0947
0.0522
-0.5711
0.1135
0.0579
0.137
1.3263
-0.6835
1.3607
-0.538
-0.7904
0.5012
0.0167
0.2295
0.2106
-0.2503
-0.4083
-0.056
-0.9957
0.0693
-0.5325
-1.1521
-0.4776
0.6802
-0.0762
0.9802
-0.7578
0.3251
-0.6149
-1.2291
-0.0766
-1.1142
-1.1564
-0.1358
-0.5543
0.7257
-0.0243
0.1537
-1.5529
0.1914
0.5192
-0.5146
-0.526
-1.699
-1.9144
-0.7551
0.9268
-1.2716
-1.1244
1.8955
-0.6298
-0.0327
-0.7861
-0.8447
-0.1825
-0.4113
0.1478
0.5474
-0.4577
1.4214
0.0694
-0.8957
1.4607
0.1019
-1.172
-0.0513
1.5832
0.1451
0.57
-0.6188
0.3527
-1.5876
-0.034
-0.1642
0.2355
0.1508
-0.5432
0.3367
1.6965
-0.1224
-2.0581
-0.1618
-1.1343
-1.235
-0.4093
-1.167
-0.4465
-0.5212
-2.1004
-0.4884
-0.2174
0.1099
0.3161
-0.568
-0.6043
-0.6139
-0.3514
-0.2529
-1.3346
-0.784
-1.0752
-0.9095
0.1921
1.3324
0.9235
-0.525
0.1148
6.1683
-0.0921
-0.0378
0.9363
-1.2483
0.4844
-1.0788
0.3373
-0.4233
-0.9998
-0.3661
0.4815
-0.4578
-1.2646
-0.1671
-0.0801
0.434
-0.3064
-1.6936
-0.2244
-0.3431
-0.5853
0.0058
-0.1645
-0.0565
1.5678
0.1238
0.6468
0.6454
-0.409
-0.2972
-0.0955
-0.9934
-0.246
-0.5265
-0.3476
1.8643
0.232
-0.0698
1.4183
0.238
0.3476
-2.0033
-0.5235
-0.3387
1.151
-0.1895
0.9747
-0.1969
-0.6113
1.7765
-0.0781
0.0399
-0.5025
85.866667
1
2,814
65.25
BREAST CONSERVING
Breast Cancer
Breast Invasive Ductal Carcinoma
Moderate
0
LumB
2
Positve
Positive
2
GAIN
Negative
Ductal/NST
0
Post
3
Right
0
3.026
IDC
Positive
1
ER+/HER2- High Prolif
13
1
Died of Other Causes
0.1891
-0.5829
-0.0844
0.2418
-0.471
-1.1325
0.693
0.9699
-0.5404
-0.1337
0.4599
-1.3681
1.0206
-0.092
-0.2724
0.0336
-0.6869
0.9719
-0.8035
0.6504
0.5386
-0.9927
0.4319
-0.0308
-0.2646
0.7916
-0.3168
0.2007
-0.4036
-0.0566
-0.7507
-0.6419
0.2648
0.0338
-0.1025
-1.321
-0.7868
-0.2936
0.6378
-0.0708
-0.1404
-1.4402
-0.9068
0.9694
-0.0708
0.3012
1.1136
0.0976
-0.1743
-0.1847
-0.0816
1.1218
0.8215
-0.385
-0.4009
1.4722
-0.0705
-0.2631
0.2525
-0.1016
0.134
0.0937
-0.8346
-0.0941
-0.3509
-0.3134
-0.3249
0.4928
-0.4519
0.1526
-0.3209
-0.4384
-0.9752
-1.4496
-1.3042
-0.0473
0.2317
0.0158
-1.0737
-0.2852
0.1405
-0.6239
-0.7706
0.3315
-0.1786
-0.444
0.3175
-0.5675
0.481
-1.1514
1.3163
-0.2485
0.1481
0.7911
0.7043
0.4495
0.2281
0.5787
-0.8472
-0.0112
0.3033
-0.1048
-0.9651
0.3315
0.172
-0.8288
-1.0034
-0.7777
0.1153
-0.0797
0.2964
-0.5376
-0.332
0.1793
0.0965
0.2543
0.0231
-1.123
0.0033
-0.3662
-0.3889
1.286
0.4897
-0.798
0.1532
0.4061
0.1256
-0.8165
0.0389
-0.7484
-0.1855
-0.3671
-0.2638
-0.7166
0.5791
0.1445
0.1772
0.345
1.3921
0.3289
0.7517
1.0871
0.6201
-0.133
-0.1451
-0.8316
-0.4053
0.3743
-0.0815
5.7485
0.1288
0.9593
-0.469
0.6739
-0.3676
0.6117
-0.075
0.0142
-0.162
0.1662
0.1206
-0.5223
-0.8157
-0.597
-0.3264
0.0025
-0.9666
-0.4216
0.5305
-0.8801
-0.5535
-0.3617
-0.5275
0.0277
0.7039
-0.6294
1.013
-1.9642
1.2021
-0.7026
-0.6407
-0.1871
-0.3457
0.038
-0.7547
0.4546
-0.6815
-0.0928
-0.0143
0.9987
0.2716
-0.3664
-1.4346
0.379
-0.351
-0.0006
-1.4225
-0.2331
0.637
-0.6654
1.7882
0.9281
-0.9249
-0.8592
-0.1498
0.9391
1.0566
-0.8801
2.6466
1.084
0.0375
0.5103
-0.4989
-0.744
1.7366
0.1281
0.0777
-1.0325
-0.7731
-0.1355
1.52
0.0392
-0.403
-0.0464
-0.6404
0.5387
0.4407
0.0929
-0.6957
-0.7909
-0.1882
-0.1311
0.4439
-1.2049
-0.99
-0.812
-0.3719
-0.2215
-0.4067
-0.5264
0.4232
0.6911
-0.6357
2.4838
0.5478
0.1698
0.0027
-0.7372
-0.5201
-0.4983
-0.143
-0.2551
-0.9539
0.5771
0.3828
-0.4485
0.3601
0.4091
-0.5778
0.0691
-0.3868
-0.6324
-0.8491
-0.8638
0.0372
0.1576
0.3278
1.1204
-0.0203
-0.9108
0.3759
-0.8278
-0.4576
0.0043
1.954
0.931
-1.3252
0.3536
1.2969
0.1408
0.2231
-0.2982
-0.3615
-0.0448
0.1403
0.2855
0.758
0.1885
0.6964
0.3403
-0.573
-0.4326
-0.358
-0.2338
0.8474
-0.3797
-0.052
-0.2718
0.171
-0.0006
-0.175
-0.6276
1.01
1.227
-0.3384
1.1127
-0.3384
0.8624
-0.0784
-0.0008
-1.0565
-0.238
-1.7055
-0.7652
0.4304
0.6462
-0.0048
-0.3465
1.7473
-0.3704
0.2966
-0.3076
-0.6181
-0.1257
-0.3078
0.34
-0.1631
-0.4073
-0.4324
0.4753
-0.4637
1.211
0.2333
0.8763
-0.1703
-0.0926
0.548
-0.5747
-0.4312
0.6602
0.6849
0.1284
-0.0419
0.1161
1.0704
-0.3554
-1.1237
-1.2579
-0.498
0.1515
-2.2732
-1.5175
-0.0639
0.2632
-0.8358
0.0138
-0.626
-1.069
0.0464
-0.3673
0.1627
-0.2361
0.2469
-0.1157
-0.3124
-0.0414
-0.319
0.0599
-0.9331
-0.4264
0.4903
0.0425
-0.8673
1.1902
-0.4678
0.2271
-0.8423
-0.2775
-0.3044
-0.1419
-0.1911
0.2185
1.0082
-0.6549
0.0404
1.0187
-0.3748
-0.1827
-0.2213
-0.0853
0.4281
-0.7288
-0.639
0.0439
0.7694
0.6153
0.2537
-0.8766
0.072
-1.516
0.5921
-0.2784
-1.1892
0.7622
0.2053
-0.8831
-0.5798
-1.1554
-0.1289
0.0091
-1.6495
-0.403
0.3624
0.1493
0.2918
0.2085
-0.8324
-0.7096
2.1567
0.6211
-0.0521
-0.1806
-0.2738
-0.2668
-1.2874
-0.5594
0.3747
0.2878
-0.0296
-0.3244
-0.2115
-0.5609
-0.2537
0.197
0.2848
0.4043
0.3607
-0.2033
1.3596
0.3662
1.1214
-1.3738
0.521
0.5861
1.6888
-0.8052
0.4687
-0.3905
-0.6704
-0.4209
-0.3473
-0.2898
0.8864
-1.2565
0.0595
-0.6922
1.5261
1.6587
0.8933
1.1319
0.0482
-0.0155
-1.5393
-0.4564
-0.0074
-1.3562
0.2601
0.0586
1.4175
-0.1568
1.128
0.3432
-0.0603
0.2358
1.1813
-0.2269
-0.1696
-0.6678
-0.3913
-0.5731
0.372
-0.5815
0.6732
-0.3432
-0.1756
0.8351
-0.2377
-0.5878
-0.3056
231.033333
1
2,815
64.25
BREAST CONSERVING
Breast Cancer
Breast Mixed Ductal and Lobular Carcinoma
Low
0
Normal
2
Positve
Positive
1
NEUTRAL
Negative
Mixed
0
Post
3
Right
0
2.044
MDLC
Positive
1
ER+/HER2- Low Prolif
22
1
Living
-0.8566
-0.4422
-0.4439
1.0839
-0.0575
0.1213
0.8403
0.5546
-2.2934
-0.1116
0.5368
-1.1694
-0.3885
-0.6632
-1.8436
-0.0162
-0.5471
-0.3432
-0.249
0.8537
0.0174
-1.1492
0.4125
0.1884
-1.5227
-1.482
-1.187
-0.1327
-0.8275
-0.1737
-0.631
0.0073
1.182
-0.2018
-0.0872
0.2644
-0.5161
-0.1168
0.6446
-1.5254
-0.9659
-0.6986
-0.2968
-0.1966
-1.1771
-0.1151
0.2307
0.6604
-0.1322
-1.8196
-0.1076
1.3919
1.74
0.6369
-0.9272
0.9767
-0.3524
-0.0574
0.2013
0.6523
0.6936
-0.0197
0.0463
-0.9064
-1.1606
0.8908
-0.0648
-0.9086
0.6747
-0.6916
0.3911
-0.6717
-1.0742
-1.1541
0.348
-0.4192
0.427
0.644
-0.7753
-0.3719
0.5181
1.0047
-2.1189
0.0857
-0.5348
0.3867
0.512
0.3306
0.3347
-0.3161
0.067
0.4
0.1386
0.0752
-0.3634
-0.0202
0.122
-1.1164
-1.4403
-1.1707
0.2498
-0.207
0.1887
0.5813
0.2914
0.2885
0.394
-0.4473
0.167
-0.0176
0.9612
0.702
-0.8113
1.4094
0.4555
0.2355
-0.5513
-0.6337
-0.7962
-1.1255
-1.524
0.7797
0.7638
0.0561
0.6913
0.1529
-0.0859
-0.3247
0.9799
0.1204
0.3294
-0.2494
0.2017
0.293
0.3559
-0.4202
-0.2012
-1.2907
0.2067
0.6115
-0.2575
0.1532
-1.3391
0.61
0.2023
-0.2581
-0.5392
-0.5863
-0.9614
4.0807
0.0154
0.7775
0.3755
-0.0269
-0.6448
-0.3438
0.391
0.3111
0.1948
-0.2643
0.691
0.5149
0.978
1.229
-0.3546
0.5299
0.2786
-1.1627
-1.5551
-2.0609
0.5124
-1.0763
-0.9218
0.9595
0.4351
-0.329
-1.0559
-0.3897
0.2256
0.1737
-0.5734
-1.031
1.6051
-1.6397
-1.0242
0.1809
-0.5224
0.3458
0.9309
0.6474
0.6017
0.3697
-0.7476
-0.67
-0.5334
-0.7415
0.0532
-0.1029
-0.2516
0.347
-0.3949
-0.0824
-0.0004
-0.8815
-0.6012
0.1161
-0.8795
-0.6806
-0.3726
0.3196
-0.6015
-1.2685
-2.0169
-0.9425
0.1412
0.8395
1.4897
-0.0286
-0.2395
-0.7112
0.5422
0.3991
0.3292
0.279
-1.138
0.0782
0.1299
-0.6065
-0.8843
-0.8415
-0.6938
1.3938
0.8854
-1.4866
0.0928
-0.9033
1.3065
0.1809
0.7115
-0.7552
0.2542
-1.0201
-1.0272
1.3362
0.0792
-1.8254
0.7624
-0.5049
0.7365
-0.821
-0.1474
-0.1271
-1.2574
-0.5729
-0.2294
0.0334
0.2727
-0.3443
-0.2522
-0.6513
-0.2857
-0.2673
-0.1902
0.6044
0.2542
0.184
0.7936
0.7788
1.2952
1.1455
0.3944
-0.1647
-0.7012
0.6828
0.254
-0.8855
-0.7836
0.7348
-1.4149
-0.4898
0.3701
-0.8532
-1.2451
0.7463
0.2739
-0.0746
0.2323
-1.5574
1.3865
0.2927
1.8133
-0.5994
-0.4506
-0.6463
-0.1917
-0.8241
0.1137
-0.4234
1.1538
-1.1375
-0.2268
-1.2843
0.4706
0.0463
-0.6115
-0.0393
0.0296
-0.3317
0.5804
1.2782
-1.2204
-0.5857
-1.1805
-0.4322
0.8306
0.137
-0.5552
0.7282
-1.5758
-0.2831
0.619
0.0797
-2.1449
-0.0703
-1.0152
0.4791
0.4676
0.7006
-0.8008
0.675
-1.194
-0.878
-0.5918
0.2214
-0.1513
0.5813
-0.9937
-0.2503
0.8488
0.7
-0.3174
0.2472
0.271
-1.2104
0.2634
-0.1102
-0.7984
-0.6945
-0.3468
0.0569
-0.2836
-0.7299
0.0212
-0.4051
-1.0983
0.3371
-0.7386
-0.1971
2.467
2.2569
-0.334
0.0419
1.4389
0.2231
-0.1115
-0.7518
-0.708
0.7143
-0.3984
-0.3525
-0.4357
-0.887
-1.1964
0.037
0.6284
-0.4984
0.8638
-0.0915
-1.3277
-0.993
0.2818
-0.3355
0.3742
-1.0466
-0.3455
0.0776
-0.5598
-0.3771
-1.4198
0.3066
0.2047
-1.1409
-0.5924
0.2745
0.2308
-2.4672
-0.4165
-0.4082
-0.8713
-0.5245
-0.0291
-0.1455
-1.0702
0.0177
-0.1658
-1.003
-0.9557
0.8466
0.1174
0.401
0.1869
0.6928
-0.0782
2.7933
-0.2122
-0.2022
-1.7713
-0.0294
0.142
0.088
0.3588
-0.0006
0.2329
-0.8512
-0.7458
-1.207
-0.8803
-0.009
-1.2151
0.1266
1.0777
1.0934
1.0154
0.9287
-0.8719
0.1275
-0.438
2.6909
0.787
0.7699
-0.1614
0.0618
-0.1406
0.5898
-0.6223
0.2357
0.0269
0.0666
-1.173
-0.3752
-0.2047
1.1915
-0.419
0.9786
0.4866
3.1786
-0.2724
0.4427
-0.5672
-0.5171
1.5733
-0.8422
-0.3447
-0.5113
-0.6505
0.5871
-1.0727
0.8754
-0.2734
-0.6736
0.9308
0.3261
1.2109
0.0428
-0.0082
1.687
0.6281
0.6674
3.0033
-0.4335
-0.5525
-0.7367
0.3938
0.7155
0.136
-0.6013
0.5988
0.0674
1.2968
257.566667
0
2,819
61.95
MASTECTOMY
Breast Cancer
Breast Mixed Ductal and Lobular Carcinoma
High
0
LumA
2
Positve
Positive
1
NEUTRAL
Negative
Mixed
0
Post
7
Left
0
2.038
MDLC
Positive
0
ER+/HER2- Low Prolif
19
1
Living
-0.2752
-0.5423
0.7715
1.2932
-0.54
-0.9618
0.0678
-0.6865
0.8071
-0.9253
0.2273
-1.0427
1.1605
0.5435
-0.3256
1.1196
0.3428
1.27
-0.0744
0.2656
-0.0424
-1.4433
-1.372
-0.3569
-0.1278
0.0258
-0.5886
-0.1669
-0.5826
0.3114
-0.1695
-0.7183
-0.5697
-0.0466
0.0094
-0.8162
-1.5707
2.5559
0.0754
-0.4015
0.0181
-0.5809
-0.5053
-0.148
-0.528
-0.7747
-1.374
-1.6579
-0.3377
-0.4518
-0.8758
-0.3223
0.4227
-0.8413
-0.8425
-0.0087
-0.3028
-1.1865
0.8215
1.3053
0.2834
1.1814
0.0266
-0.836
-0.5737
0.267
-0.084
0.396
0.2554
-0.278
0.7098
-2.4219
-0.9381
-1.7132
-0.3515
-0.3243
0.337
0.6816
-0.5454
0.5784
-0.8287
-0.0727
-0.9648
0.2434
-1.6654
-1.2594
0.5601
-0.9966
-0.2854
-0.2382
0.6124
-0.7235
0.6999
0.461
-0.4552
0.4358
0.5888
0.6981
-1.31
-0.8192
0.0263
0.9885
-0.082
-0.2438
0.4767
-1.4156
-0.494
-0.0463
1.2415
0.0305
-0.2071
0.877
-0.9928
-0.0636
-1.543
-0.1486
-1.746
-0.5451
0.8141
0.3262
-0.9681
0.6868
0.9944
-0.908
0.2588
-0.7596
-0.1613
0.6381
0.9715
-0.0339
-0.5579
-0.2715
-1.1639
1.9118
-0.1321
-0.1692
1.838
-0.2056
0.2012
-0.0776
-0.0544
-0.1055
-0.6403
0.791
0.8147
-0.6388
-1.3986
-0.301
-0.9841
-0.3017
-0.1083
0.7251
-0.6223
1.1976
-0.7659
-0.5199
-0.3303
0.2009
0.5636
0.1909
-0.2466
-0.5507
-0.5056
0.2774
0.8061
-0.2321
-0.4083
-0.7603
0.5375
-1.1347
-1.0387
0.8584
-0.9909
0.2838
-0.0212
0.2602
0.5154
0.3943
0.5082
0.3213
0.0897
-0.2378
-0.4408
-1.5755
0.4758
-1.6521
0.0008
2.4716
-0.1913
1.0953
-1.06
-0.8661
-0.6449
0.505
-0.1929
-0.5247
0.146
-0.7096
0.4323
-0.1431
0.2512
0.2772
0.1705
1.3493
-0.7593
0.1811
-0.4041
-0.525
0.0331
0.3804
-0.2773
-1.8364
0.3736
-1.1942
-0.7866
1.5521
-0.4758
-1.1113
-0.125
-1.0843
-0.2838
0.5465
-1.1393
-0.5218
-1.4076
-0.8709
0.9813
-0.0719
-0.2392
-0.5319
-0.7828
0.116
-0.453
-0.1751
-0.6994
0.4086
1.6357
0.1076
-0.0132
-0.435
0.7508
-0.1977
-1.0538
0.9705
-0.0398
-0.1723
0.6428
-0.2657
0.3117
-0.4569
-1.1984
-1.0275
-0.6587
-0.8417
-0.0512
-0.5578
0.6119
0.8416
1.3165
-0.279
0.0252
-2.0276
-0.5638
1.0792
1.4135
-0.7138
0.2316
0.4319
0.1943
0.4011
0.5741
-0.1446
-0.3008
-0.0214
0.4718
-1.0189
0.1776
0.6339
-0.3514
0.0672
0.9044
-1.4697
0.7256
-0.5567
-1.2504
-1.2421
0.7381
-1.2023
-0.6132
0.1061
-0.0232
-0.0947
-1.3302
-1.0264
-0.3601
-1.0425
-0.4079
0.5543
-0.1154
-0.2213
-0.1297
-0.8368
0.357
0.3458
0.8764
-0.5023
-0.7357
-0.6669
-0.6815
-0.8062
0.7711
-1.5529
1.0547
0.8434
0.3882
-0.56
-1.0571
-0.0163
-0.7342
0.7589
-0.1029
-0.9062
-1.2862
-0.7988
-1.4076
0.3928
2.4837
0.237
0.9548
0.2163
0.3545
-0.2765
0.0477
-0.2109
-1.0008
-0.5335
0.0553
-0.2884
1.3865
-0.1555
0.186
-1.0877
0.3876
-0.1976
-0.4842
1.4907
-0.6458
-0.176
-0.3948
-1.3509
-0.3824
0.1421
-0.1269
-0.0295
0.8691
0.022
-0.7656
-0.3415
-0.2462
0.5661
-0.0988
0.3107
0.7334
-0.1595
0.2667
-0.2903
-0.3236
-0.0652
-0.8838
-0.3588
0.2414
-0.106
-1.2745
1.6384
-0.011
0.9047
-0.8727
0.4248
-1.1896
-1.0716
0.4245
0.2192
0.5785
0.6905
1.5666
0.4481
0.847
-0.4286
-0.1522
0.3891
-0.5771
0.0053
-0.8744
0.6117
-0.4355
-0.2298
0.916
-0.9088
-0.4436
0.3298
-0.9108
-0.7722
-0.6921
0.9583
0.8273
-1.4341
0.1398
-0.22
0.0449
-0.4785
-0.8109
-0.6862
-0.5658
0.0036
-0.7115
0.4333
-3.0533
-0.3797
0.0992
0.0747
-0.0564
-0.2035
-0.4327
-0.1704
-1.1625
-0.0687
-1.2926
1.6936
0.3269
1.0147
-0.3658
-0.3463
-0.3651
-1.1024
-0.7468
1.3052
-0.7449
0.0391
0.8347
-0.189
0.2562
-0.3916
-0.7119
0.6813
-0.4203
0.3129
-0.0765
-0.1906
-0.1392
0.3761
-0.2896
0.2887
0.6825
-1.1196
-0.4261
-0.6825
0.5669
-0.1929
0.4829
1.6991
1.3811
-0.611
0.2073
1.1165
-0.8126
-0.0518
-1.3777
-0.2063
0.4376
-0.0405
0.0474
-0.5318
0.2754
-0.5294
-0.3954
0.6883
0.4181
0.5601
0.3741
-1.0629
-0.6107
-0.7122
0.1192
1.5734
-0.5083
0.4492
-0.5495
-2.1126
0.5857
270.566667
0
2,820
40.06
BREAST CONSERVING
Breast Cancer
Breast Invasive Ductal Carcinoma
Moderate
0
LumA
2
Positve
Positive
3
NEUTRAL
Negative
Ductal/NST
1
Pre
3
Left
0
4.036
IDC
Positive
1
null
18
1
Living
-0.4535
-0.3191
-0.0292
0.5686
-0.8449
-0.3515
0.1521
-0.9766
-0.7241
-1.4658
0.6596
-0.7739
0.5341
0.3968
0.9699
0.5008
0.4158
1.0357
0.2795
-2.5303
-1.16
-1.2399
-0.7607
0.2176
0.7343
0.121
-0.703
-0.7161
-0.1997
0.4442
0.4085
0.0147
-0.1105
-0.6512
0.936
0.2792
-0.2261
2.1171
1.2715
-0.6158
-0.0286
-0.4207
0.0293
1.1013
-0.2675
-0.9954
-1.2896
-1.6638
0.754
-1.0141
0.1352
-1.1008
-0.418
0.6764
-0.3671
0.4721
-0.9994
-1.2345
0.814
1.168
0.0586
1.0793
0.3455
-0.0548
-0.6474
0.0493
0.331
0.4018
0.5645
-0.0229
0.7518
-1.0504
-1.0472
-1.3132
0.4866
1.139
0.1241
-0.3678
0.0487
0.3902
-0.3349
0.7443
-0.1555
-1.0457
-1.1138
-0.1984
-0.3512
-0.9031
0.2564
-0.5072
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0.2721
0.727
0.1186
0.5017
-1.0957
-0.5793
1.0461
-1.4076
0.5276
-0.2275
1.3274
0.6503
-0.6743
-0.1419
0.399
-0.0685
3.1011
0.2717
0.6113
0.7268
1.0555
0.3265
0.678
-0.8801
0.6008
-0.1209
-0.4638
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0.8176
0.9613
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0.2929
0.9818
0.1332
0.4379
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0.6473
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0.5328
0.3998
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0.352
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0.0301
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0.2325
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0.1771
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0.6884
3.0212
0.3702
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0.7555
0.9004
-0.4241
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0.1884
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0.5963
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0.3251
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1.3517
1.2992
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0.4217
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0.0739
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-0.5599
-0.8454
-0.7753
0.4063
-1.3127
1.5885
-0.2835
0.3785
-0.3735
-0.4698
-0.3824
-0.0503
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-1.0859
0.3252
-0.0651
0.6925
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-1.8605
0.4609
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0.8472
0.4831
0.307
-0.3847
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-0.3948
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-0.5355
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-1.008
1.4492
0.9116
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0.678
0.4671
0.0848
-0.1421
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1.2431
-0.0581
-0.5672
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0.0324
1.0315
1.611
-0.9842
-0.1633
-0.0087
-0.1802
-0.0711
-1.8613
-0.3867
0.4137
0.402
0.9906
0.864
0.1286
-0.189
1.3941
-1.5232
0.2078
0.1943
-0.6166
-0.3355
0.6736
0.1085
0.9236
0.1833
2.6414
-0.2934
-1.0903
0.669
0.4369
-0.8636
0.2577
1.9702
1.0074
-0.3854
1.1936
-1.0438
-0.1026
-0.7893
-2.1584
-0.8105
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-0.7704
0.7403
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0.4102
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0.8947
0.4634
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1.081
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0.1354
0.1674
0.9787
0.533
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0.4204
0.3746
1.2935
-0.0137
0.4587
-0.545
-0.0445
2.0415
0.9366
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-1.3682
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0.4489
0.8139
1.7961
-1.0363
1.5724
-1.5244
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-0.2951
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1.1332
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0.4964
0.9507
-0.0251
0.2946
0.2954
-0.534
-1.0189
-0.5691
-0.6301
1.7684
1.626
-0.1428
-0.2694
-0.1025
-0.5464
-0.7518
0.9729
0.1231
-0.8232
0.9225
0.7227
-0.5209
-0.4163
1.2122
-0.6615
0.9709
0.1843
1.7941
0.0635
-0.2271
0.7066
-0.5023
-0.4231
-0.4506
-0.4532
0.0202
-0.3744
0.8771
1.1686
-0.9552
-0.3519
0.1284
1.1181
-0.331
-0.4647
0.6132
-1.0044
0.2789
1.0516
2.1631
0.7259
-0.2996
0.6568
-0.7594
0.5479
-0.6253
0.1301
-0.7194
0.1496
0.4594
-0.4262
1.1605
-0.8111
-1.2133
-0.1859
-0.0239
0.0188
-1.1113
0.8789
0.5616
1.0555
0.2909
0.0478
-0.8015
0.4031
-0.1871
-0.1326
-1.3416
-0.6275
-0.3469
-0.0516
-1.421
0.995
-0.2642
-0.3257
-0.1204
-0.907
-0.2747
0.9537
1.1513
0.7328
-1.8231
1.3215
0.3339
-0.1745
1.6125
1.3798
1.0019
1.1592
-0.2251
0.1687
-1.1026
1.8203
-0.0265
-0.688
-1.2793
-2.1199
0.9464
0.1013
0.4641
-1.1286
0.3447
-0.2989
-0.5706
0.0449
-1.6713
0.2891
-1.5066
1.0598
-0.5326
0.1328
-0.9944
0.4163
0.979
1.3763
0.7078
0.322
1.3151
-0.9379
-0.3664
-0.3488
-0.9585
-0.5954
-0.7304
1.0016
0.3255
-1.278
2.6691
-0.036
0.5305
-0.1631
-0.0816
-1.2827
1.4138
-0.9607
-1.0681
-0.0206
-1.8781
-0.0318
-1.0281
-0.8512
-0.0221
-0.7443
0.7084
254.633333
0
2,821
57.39
BREAST CONSERVING
Breast Cancer
Metaplastic Breast Cancer
Moderate
0
claudin-low
2
Negative
Negative
null
NEUTRAL
Negative
Metaplastic
0
Post
4ER-
Right
0
1.032
MBC
Positive
1
null
16
1
Died of Other Causes
-0.4111
2.392
-1.1911
1.5704
0.2083
0.3663
-2.2048
-0.3783
-0.6694
-1.0359
-0.3792
-1.6284
0.2561
-0.7856
0.2187
-0.2651
-0.653
-0.5355
-0.0713
-1.9956
-0.4993
-0.9309
-0.7819
-0.2338
-0.1687
-0.495
-0.172
-0.1198
-0.8289
-1.8967
1.0441
1.9299
1.7023
-0.5905
0.8543
-0.3284
-0.5996
0.7557
2.1129
-1.1318
0.8768
0.8746
-1.4957
0.6897
0.429
-0.6855
-0.6293
-0.7313
0.8684
-0.7321
0.9277
-0.628
0.5892
0.9839
-0.638
-0.0508
-0.5159
-0.1346
0.7972
-0.169
-1.7992
1.5457
-0.8381
-2.7811
0.5386
1.733
-0.1208
0.2109
-0.2624
-0.0584
0.1065
0.1917
-1.1863
-0.5974
-1.2141
0.2652
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-0.5603
1.8671
0.8427
1.3669
-0.0749
-0.9475
-0.1879
-1.0507
1.0677
-1.145
0.5657
-1.698
1.1723
0.1369
0.7957
-1.1608
1.0214
0.6962
-1.1885
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-0.2935
0.339
-1.2503
0.7937
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0.4182
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2.187
0.7383
3.1512
-1.6297
0.054
2.8052
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1.6611
-1.2632
0.1968
-0.8073
2.0918
-0.063
0.0266
-0.6875
0.4295
-0.6989
-1.8636
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-0.8009
0.4141
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1.0908
1.9882
1.0744
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0.9025
1.5435
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0.692
0.7883
-0.2454
3.205
-1.7123
-3.7482
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2.9685
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-0.59
2.3825
5.8508
1.5554
-0.5878
1.4369
0.3765
-1.3331
1.0809
0.6074
0.1179
1.7476
-0.6993
-0.0639
0.8319
0.4945
2.371
0.1629
-1.6892
-0.5422
0.7751
0.1095
0.1956
-0.8268
-0.2074
-0.0081
-0.0383
-0.1464
1.0611
0.9489
1.5998
1.0977
0.7463
-0.48
-1.245
0.0502
1.6313
0.0922
0.6871
-0.7511
-0.087
-1.3796
4.3238
1.6076
0.5591
-0.0801
2.4033
4.1334
-0.5275
-1.2042
0.609
-0.0518
3.2597
0.097
0.4631
-0.8057
-0.3277
0.356
1.7318
1.9172
1.9462
0.8086
-0.7718
-1.1962
0.8609
-0.0344
0.4264
1.3306
-0.3822
3.2396
1.9098
-1.1921
-0.4475
2.3247
1.5529
-0.4746
1.4178
-0.5006
-4.8478
-0.0847
-1.4074
1.4003
0.5051
-1.2539
0.7839
-0.0131
-0.0073
0.3857
-0.3391
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-1.5289
-0.9851
0.8768
-0.1353
1.2895
0.3747
0.3613
-0.8915
1.4487
-2.2013
-0.9927
-1.4975
0.5816
-0.3585
2.1163
1.0645
1.7036
-0.1865
1.5471
-0.7628
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0.7818
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-0.6386
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-1.2243
0.419
1.3073
-2.0091
-0.7486
-1.0566
0.6492
-1.6764
0.0588
3.6728
1.8089
0.7542
-0.939
-0.2238
-1.8996
-1.4614
-0.2127
0.8078
0.5003
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0.4514
2.2844
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2.7744
2.2306
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-0.7526
0.3358
1.0743
-0.2832
-0.6302
-0.0688
0.5164
1.0312
-0.0414
-0.4
-0.3428
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0.9745
4.8572
-0.2886
0.7634
0.6576
-1.0613
1.9299
-0.1809
1.7665
-0.9367
-0.7217
0.6489
0.4788
-0.7529
-1.0075
-0.0393
1.4117
2.3581
-0.898
0.3648
0.6299
-1.0495
-0.3301
-0.4982
0.0133
-0.5655
-0.7652
0.3315
-1.0248
0.9298
-0.6961
0.8416
-0.5978
1.1062
0.1759
-0.6296
-1.0908
0.2851
-1.4351
0.1312
-0.2218
-1.0986
-1.6024
-0.4059
-0.6469
0.9337
-0.5566
0.1942
1.8763
-1.0178
-1.0738
-0.294
2.16
1.0035
-0.0587
2.4497
-0.5679
1.9239
0.3097
1.8277
-0.5854
-0.1836
-0.9554
0.4179
-2.326
0.424
-0.0023
0.5274
2.1466
0.6363
1.6557
0.1192
-0.2611
-0.987
-1.1353
-0.5213
-1.4382
-1.0351
2.7455
-1.5094
-0.2455
1.1877
0.2434
0.4942
-0.0007
-1.8951
-0.9661
-1.1428
0.144
-0.423
2.5448
-0.9026
1.4941
-0.7931
0.9629
-0.3953
-0.2683
-0.1174
0.0071
0.1304
1.3663
-1.6809
1.8429
1.9129
-1.3505
1.6428
1.9066
1.4863
0.0946
-1.703
0.4514
-1.1701
1.0286
-0.1975
1.4429
-1.4104
-2.0886
-0.3142
-1.0934
-0.4318
-0.3003
-0.623
-0.4839
-1.3534
0.7227
-1.0376
1.5945
-0.6822
-0.7611
0.649
-0.0109
-1.0643
-0.7468
-0.0664
-0.4529
-1.3604
-1.311
-0.4635
-0.9659
2.7065
0.6287
-1.5326
0.048
-0.257
1.8521
3.3027
-0.1704
1.9323
-2.5859
-0.8358
-0.302
-1.6931
-1.2797
1.1934
-0.4505
-0.6502
-0.1728
-1.0972
-0.1711
-1.5444
-1.3776
-0.4348
-0.6292
-0.7032
136.066667
1
2,823
35.97
BREAST CONSERVING
Breast Cancer
Breast Mixed Ductal and Lobular Carcinoma
null
0
claudin-low
2
Positve
Positive
3
GAIN
Positive
Mixed
1
Pre
4ER+
Right
0
4.022
MDLC
Positive
1
ER+/HER2- Low Prolif
11
1
Living
-0.0531
-0.2112
-1.0756
1.1944
-1.61
0.7002
0.0108
-1.5151
-0.1704
-1.6719
0.1867
0.0275
-0.0423
-0.2563
0.0127
-1.2592
-0.739
-1.0867
-1.3688
-0.4822
-1.3517
-0.4204
0.2555
-0.2342
1.0554
0.0411
-0.6383
-0.8508
-0.5256
0.2549
-0.4511
0.4471
1.209
-0.6637
0.0134
-0.0845
-0.9929
1.413
0.7977
-0.2834
0.3163
0.9317
-1.6048
0.5801
-0.5913
0.0229
-0.5274
-1.7315
0.8339
0.8863
0.9755
-1.446
0.851
1.7443
-0.5838
-0.9188
-1.656
-1.7197
0.5003
0.761
-0.7093
0.4453
0.7704
-0.7197
-0.036
0.3936
-0.6604
0.4748
1.7459
-0.0226
0.1041
0.8886
-1.7833
-0.8426
-0.1964
0.3754
0.3124
0.0415
-0.0563
0.6658
0.6155
0.0539
0.8326
0.3791
-1.0973
0.1648
0.094
-0.4168
-0.0947
0.9018
0.7621
0.0686
-0.9149
0.3605
-0.3669
-0.8991
-0.1718
-0.4629
-1.0994
-1.1977
-2.4478
0.3456
1.008
-0.4715
0.3062
-1.319
-0.0114
-0.5601
1.6364
-0.1014
2.3014
2.6656
1.2391
1.9969
0.0062
-0.5975
-2.0844
1.3807
0.5759
0.1006
-0.5831
-0.8153
-0.0021
-0.6258
-0.7025
-1.1669
0.1852
-0.7519
1.0793
-0.6925
0.7327
-0.1913
-0.5622
-0.9279
0.6535
-0.5879
0.8144
0.3505
-0.434
-1.4904
0.196
-0.9171
-0.3099
-0.0198
1.2325
0.0625
-0.0495
-1.5477
2.4779
-0.1819
0.8342
-1.3974
0.7007
-0.2113
-0.7936
1.1343
2.4391
-0.5495
0.1529
0.9166
-1.1985
-0.1018
0.4817
1.6299
0.1084
0.9606
0.1504
0.1723
-0.1374
-0.5557
-1.4692
2.1153
0.1147
1.2809
-0.418
-0.3236
0.771
-0.4896
-0.1758
0.1571
-0.886
-0.2987
1.6682
-0.5339
-0.3393
-0.5767
0.7337
-0.3459
0.7713
0.9815
-0.2972
1.3181
1.0074
0.3825
0.035
-1.6983
-0.0151
-0.2054
-0.2401
-0.0019
0.2689
-0.7308
-0.0402
-1.0402
-0.2765
-0.3108
-1.3999
0.1661
-0.6699
0.0402
-0.2772
0.5728
0.4966
-0.5988
0.8408
1.3954
-0.4704
-0.3016
1.2499
-0.2625
0.0631
0.4866
0.1439
0.1216
0.4376
0.3202
0.9243
0.9726
-0.019
-1.4128
0.3001
2.2706
1.4794
-1.987
-0.0138
1.4698
0.911
-0.5114
0.9315
0.0382
-0.4541
-0.5092
-0.4216
0.5851
-0.3949
-0.0069
0.891
0.7038
1.5104
-0.2481
-0.452
-1.1915
-0.8708
-0.8274
-0.8708
0.9316
-0.0282
1.5378
0.13
-1.0825
1.86
0.4129
-0.1649
-1.2399
-1.1516
-0.9767
1.1021
0.9503
1.8758
1.0321
1.3789
-0.4672
-1.0018
0.4492
0.3787
-1.251
-0.0315
0.6389
-0.339
0.4281
-0.2093
-0.9175
-0.8413
-0.2425
-1.6808
0.5258
-0.0264
-0.5198
0.1593
0.6819
1.0677
0.5426
-1.1901
0.9092
2.228
1.175
0.4007
0.4903
0.9411
-1.0758
-0.0926
0.1337
0.0049
0.202
-0.7443
0.5192
-1.0674
-0.8617
1.177
1.1237
0.7319
0.0587
0.3067
1.2205
1.264
0.2314
-1.0158
1.1445
0.3974
1.0711
1.158
-0.4872
-0.0573
-0.5559
-0.0798
0.516
0.6995
1.244
1.0313
1.7639
-0.4979
-0.9265
-0.575
1.2848
-0.3701
-0.4003
-1.3507
0.0323
0.136
-1.614
-1.3361
0.3401
1.2127
0.691
0.3362
0.792
0.1522
0.4381
-0.0014
0.0309
-0.6913
-0.0872
-0.4035
-0.6791
0.9664
0.0073
0.6753
-1.2569
0.9938
0.276
0.4604
0.116
1.4734
-1.0832
-0.3663
0.7039
-0.5985
-1.0229
-0.1016
-0.544
-0.2969
-0.3575
1.25
2.3664
-1.8199
-0.9083
0.5815
2.278
-0.2074
-0.4824
0.9179
0.9973
-0.1201
1.7909
1.0328
0.1841
0.4447
0.1174
-0.1922
-0.5147
-1.345
-0.2354
0.0679
1.3778
0.9022
-0.2571
0.8448
1.4588
-1.1489
-0.2216
-0.0239
0.0776
-1.2157
-0.4137
-0.3161
-0.8761
0.2115
-0.2862
-0.7715
0.3697
-1.1513
-0.9726
-0.3651
1.2906
0.1737
-0.8602
-2.3062
1.2617
-0.7724
1.1448
0.5033
-0.6256
0.1633
0.4163
-0.7817
0.2656
-1.5116
1.6216
1.5369
-0.5058
1.5032
1.6006
0.5884
-1.8976
-0.8935
0.5315
-1.7468
0.9094
-0.2933
1.0846
0.8711
-0.9095
-0.4292
0.5438
-0.0144
1.0685
-0.6638
-0.345
-1.3399
-0.3017
-0.8634
0.2305
-0.4246
0.3932
-0.6515
0.9086
0.1718
0.4054
-1.1812
-0.3932
0.0315
-0.1053
-0.4911
0.452
0.9586
0.892
-1.8525
-0.996
-0.0712
1.159
1.1155
-1.0265
2.6368
-1.2786
-0.8474
0.6014
-0.8739
-0.81
2.5375
-0.7793
-3.0241
0.2382
-1.4544
-0.5288
-0.0986
-0.4256
-0.175
0.6442
-0.6263
269.9
0
2,827
36.5
MASTECTOMY
Breast Cancer
Breast Invasive Ductal Carcinoma
Moderate
1
Basal
2
Negative
Negative
3
NEUTRAL
Negative
Ductal/NST
0
Pre
10
Right
1
5.022
IDC
Negative
1
ER-/HER2-
11
2
Living
-1.0738
0.4857
0.3576
-0.9962
-1.065
-0.8466
1.0172
1.3192
-1.1328
-1.1716
-0.1606
1.2478
-1.3576
0.2983
0.8749
-0.5999
-0.207
-0.0808
0.6678
-0.5886
1.3617
1.9644
-0.1239
0.0936
-0.1364
1.0273
1.5354
0.1541
0.2081
-1.1333
-0.9562
0.1052
0.3318
2.0431
0.9297
0.4999
-1.1677
-0.2355
-1.1076
0.4513
1.4083
0.9239
0.586
-0.7139
-0.0574
1.9167
2.9762
0.2456
0.4423
1.2328
0.4846
0.004
2.0487
-0.1148
0.1704
-0.4804
0.2082
0.3532
1.7818
-0.809
0.8085
0.2292
-0.6818
-0.6139
2.4774
-0.5216
1.5776
-0.2705
0.2729
0.2948
-1.4164
0.2326
-0.3662
-0.1104
-0.5418
1.1985
-1.05
-0.2032
-1.8951
0.4498
-0.2286
0.2563
0.1702
-1.0409
1.5154
1.5763
0.4723
-0.6363
0.8698
2.7881
-1.1317
-1.2759
0.6318
-1.0395
-0.7294
-0.7085
-0.0295
-0.9025
-0.496
0.0791
-1.229
-1.2596
-0.4872
-0.1737
-0.455
0.2372
-1.1042
2.2385
-0.4491
-2.6544
-1.6418
-0.7973
-0.0122
0.5481
-0.8797
0.7073
0.7505
-0.5274
0.3105
-0.0052
1.3841
-0.4991
-1.1893
-0.8342
1.3339
-0.3724
-0.4788
0.2738
-1.5212
-0.2372
1.3084
-0.6194
-0.244
-1.0192
-0.1405
1.2195
0.5552
0.9917
-1.1062
0.3606
-0.2307
-1.4119
2.2637
0.843
0.6944
0.1649
-0.1647
-0.259
-1.4077
-0.4042
-0.0994
0.1659
0.8621
-1.1891
0.5496
0.4016
-0.848
-2.202
-0.1073
0.9144
1.0325
-0.3547
0.1958
-0.6914
0.089
1.0708
0.1292
-1.1392
-0.0328
-0.0627
-0.5023
0.7314
-0.8782
-0.7436
0.1675
0.2612
1.4483
0.8093
0.2121
0.0484
1.0928
-1.2706
0.5194
-0.912
0.3162
0.5545
-0.3794
-0.7719
-0.252
-0.4147
1.0908
-0.2141
0.3227
1.8486
-0.0116
0.0121
-1.0483
0.471
0.6202
-0.1185
-0.8743
0.7417
-0.011
-0.9941
0.9964
-0.1668
0.7055
0.6397
-0.1307
2.1681
2.1079
0.0654
-0.4334
-1.4505
-0.5185
0.5072
-0.9443
-0.3013
0.238
-1.9118
-0.624
-0.6141
1.6515
2.191
0.7857
0.6572
0.191
0.4346
-0.6982
-0.7684
0.7008
0.0893
-0.8249
-0.8883
-1.0275
-0.012
-1.3381
-1.0107
0.939
-0.1109
-0.6385
0.9146
1.3636
1.9784
1.1449
-1.0225
-0.1848
0.1346
0.8728
-0.4142
0.2658
1.3278
0.3457
0.1312
-0.4193
-0.5669
1.4189
-0.6731
0.9095
0.5715
0.6361
-0.3713
-0.4605
-1.1318
0.7589
0.6257
-1.8911
1.2046
-0.1338
-0.467
-0.3124
-1.0721
-0.1273
-1.0669
-0.4849
0.1028
-0.586
-1.6284
-0.6111
0.7892
-2.0426
-0.2474
0.2969
1.285
0.1746
0.839
-0.2302
1.0205
0.1343
-0.723
0.3569
-1.1822
-0.112
0.6507
-0.3878
0.7884
0.1076
-1.795
-0.4226
-0.4042
-0.0765
-0.7415
-1.7426
-0.052
0.0784
-0.0342
-0.125
1.5228
-0.671
-0.3852
-0.4639
-0.0313
-0.2114
0.7027
-1.2163
0.5203
-0.7965
0.8048
-1.9744
-1.1796
0.8246
1.6168
0.526
-0.1605
-0.739
0.2726
-0.4043
0.7221
-0.759
1.0214
0.2866
-0.2343
2.1652
-0.5183
0.3338
-1.6898
1.0107
-0.271
-0.6452
0.1187
-1.1632
1.5538
0.4779
0.3169
-0.4263
0.1023
-0.044
1.2879
0.9504
0.481
-1.5277
0.0196
-0.9331
-0.2257
0.3317
-0.5598
0.3519
1.8534
-0.4741
0.1346
-0.5127
-0.0178
-0.3772
-0.6239
-0.3757
-1.066
1.8715
-0.5793
1.2429
3.461
0.0161
0.5984
0.5912
-1.5326
0.9561
-1.2987
-0.941
-0.0485
0.153
-0.6334
6.9631
-1.2609
-0.4727
-0.4481
0.0586
-1.0712
-1.0993
0.6785
0.1651
-0.5541
-0.8359
-0.2223
-1.6337
1.291
1.4783
-0.0593
-1.1165
0.6311
-0.3605
-0.2956
-0.2763
0.9362
-1.1554
-0.3933
0.2612
1.0132
0.2638
0.6654
-0.2072
-0.882
-2.8305
-1.5247
0.335
-0.2073
-0.4949
-0.5616
-1.0848
0.9069
-0.7076
0.4036
0.4033
-1.0104
0.2191
0.0621
-0.6376
-0.3425
-0.9854
-0.6013
-1.2028
0.2911
-0.7862
-1.4787
-1.1062
0.4873
-1.7996
-0.5317
1.6032
0.6929
-1.3986
1.9053
0.4696
0.5696
-0.3985
-0.9071
0.3649
-0.1832
1.237
-0.6363
0.2142
-0.967
0.0514
-0.4981
-0.2428
-0.947
-0.5061
1.1023
-0.1296
-1.4424
-0.0476
-1.0574
-0.0373
-0.6906
1.1922
-0.3604
-0.7865
2.0545
0.5618
-1.6786
-0.2058
-0.9499
0.0216
-0.932
-0.6281
0.1306
-0.6512
-0.565
1.5091
-0.187
-0.3451
1.6095
-1.5035
-0.4428
0.6383
0.9366
-0.1041
-0.284
-0.6063
0.8981
-0.7633
235.666667
0
2,833
42.9
MASTECTOMY
Breast Cancer
Breast Invasive Ductal Carcinoma
High
1
claudin-low
2
Negative
Negative
3
NEUTRAL
Negative
Medullary
0
Pre
10
Right
2
5.046
IDC
Negative
1
null
23
2
Living
-1.2448
-2.2417
0.5508
0.8508
-0.6159
1.5829
0.0555
1.3599
-0.5648
-0.5968
0.4462
-0.9152
-1.1411
0.5537
0.0761
-0.7961
1.0855
0.1136
-0.6791
-0.7227
1.1332
0.7281
1.9703
-0.0459
-0.1736
0.5428
0.0201
-0.7802
0.3141
-1.982
-1.9582
2.4975
1.0129
-0.3569
-1.5178
0.5063
-1.2669
0.0641
1.6316
-0.1372
0.5645
-0.5811
0.9675
-0.1254
-0.6236
0.4547
0.653
1.1376
1.4748
0.7817
0.0692
-0.4863
1.6359
0.8198
-0.7344
-0.5463
0.5877
-0.9461
1.0908
-0.5915
-0.3011
1.7155
-0.4771
-1.3533
-0.3864
1.1812
-0.3122
-0.9227
1.61
-0.9484
-1.9049
0.7454
-0.5937
-0.0065
-0.3297
0.3978
-2.2045
-0.713
-1.8016
0.2812
-1.2399
-1.3385
-0.9501
-0.6872
0.7111
3.5516
0.8966
-1.8924
0.0361
0.2381
0.3592
-1.53
-1.3152
-0.2621
-0.8456
0.0335
-1.2989
-1.5063
-0.0717
-1.1087
-0.2214
0.3762
0.1548
0.1437
-0.6797
-0.3264
-0.5322
-1.293
-0.73
-2.5789
-0.1589
0.0076
0.3835
1.1968
-1.5404
-0.5828
-0.211
0.3714
0.1945
-0.1994
0.2497
-0.2226
-0.1945
-0.376
-0.1524
1.0948
-0.65
0.082
-1.4402
-0.1869
0.1164
2.4612
1.0884
-0.9078
0.9208
-0.5369
1.8705
0.4789
-1.1493
1.5896
0.8122
-0.0587
-0.3803
0.211
0.6092
0.1223
0.7415
-0.2534
-0.9293
-0.8742
-0.7052
0.0825
0.8299
0.4659
-0.7278
-0.3109
-1.5104
-1.3313
-0.7565
0.6334
-1.1782
-0.2896
1.3518
1.8507
1.7504
1.1516
-1.4024
-0.2019
0.5572
-1.4116
1.0059
0.3358
-1.5086
0.6476
-0.5557
-0.2747
1.8471
-1.0789
1.1769
-0.4564
0.2778
0.0205
1.014
-0.4318
1.0949
-1.4739
-0.2392
-0.0647
-0.2303
0.4374
1.1677
-0.5894
-0.1307
1.7576
0.0502
0.8887
-0.917
3.8816
0.9101
-0.8601
0.1223
0.4117
0.3964
-1.9605
-0.6531
-0.6926
-1.3784
-0.4424
-0.48
-0.6613
-0.2905
0.1892
-1.1446
-0.4928
-0.1544
-0.448
-0.5804
0.1712
0.4381
-0.6208
0.6436
-0.786
0.3343
1.1665
0.9067
0.3391
0.8341
0.4896
-0.1001
-1.9699
-0.3978
0.7985
-0.6028
-1.5713
0.1025
0.5125
0.0536
-2.4833
-0.4909
0.4011
0.1893
1.1209
-0.5657
1.9114
-0.0238
1.7254
0.5276
0.8633
-1.0029
-0.7194
-1.0634
-0.7605
0.9492
-1.3197
1.2274
0.6074
1.4689
-0.1594
-1.253
-0.1551
0.482
0.4033
0.8989
0.6693
-0.9684
-0.2712
-1.0545
0.7919
1.7681
1.2285
-0.5772
-1.2974
-0.559
-0.5115
-1.3844
-0.4409
-0.8695
-0.0272
0.5579
1.4083
-2.2349
-1.4857
1.1457
0.0801
-0.0792
1.1544
-0.6923
-0.831
-0.8234
-0.8617
2.1131
-1.8664
-0.9781
0.2836
0.7613
-0.6099
-0.7319
-0.4869
0.0012
-1.3987
2.5097
-1.395
-1.5102
1.0928
-0.9369
0.086
-0.9047
-1.0102
-0.6236
0.2482
-1.5919
-0.0603
0.5111
0.7318
-1.4436
-1.5499
0.5197
0.1002
0.552
-0.3628
0.9967
0.948
-1.1073
-0.8424
-0.2372
1.1056
1.5111
2.6041
0.0375
-0.0644
-0.5689
-1.8585
-0.0664
-0.0691
0.7654
-0.4713
-0.9709
0.6929
-0.9654
-0.0483
-0.3165
-0.0506
1.5381
0.5924
1.5972
-0.3529
-0.7776
1.2515
-0.2071
-0.3785
-0.9818
0.5239
-0.5554
0.335
0.4196
1.7047
2.1018
-0.0434
0.5294
-0.9644
-0.8131
0.3118
2.0421
-0.5474
3.4099
1.569
-0.9648
0.0914
0.1609
0.2007
-0.08
0.0702
0.9717
-0.1581
0.4493
-0.6731
-0.8873
0.3552
0.5506
-0.396
-0.2605
-0.115
-0.5372
-1.0512
-0.3205
-0.6062
-0.5741
0.3217
0.587
0.5231
-0.5048
1.7595
-0.3206
2.21
-0.6201
0.1089
0.4199
0.1871
0.3586
-0.9528
-0.9757
0.2648
-0.3949
-0.7728
0.3556
-0.6632
0.4847
0.9359
-0.6578
-0.0327
-2.2179
-1.9549
0.6342
0.7767
-0.6968
-0.5694
-0.9558
0.672
0.0639
-0.8161
-0.1397
0.9695
2.5816
2.0292
1.0245
0.3265
-0.2466
-0.0934
-1.619
-0.1827
0.3735
0.8011
0.6206
0.2312
-1.7634
-0.5808
0.5923
1.4877
-1.0711
-0.1255
0.688
-0.8416
-0.2146
-0.9678
-0.1607
-0.2297
1.6344
-0.4508
0.0536
-0.5789
-0.8393
1.9352
-0.2794
-1.0935
-0.6241
0.0425
0.4644
-0.1708
-0.9258
-0.7935
0.0711
-0.4411
-0.8495
-1.1637
-0.4896
-0.2695
1.4776
-0.292
-0.4171
-0.0399
-0.5157
0.5039
-0.3281
-0.0529
-0.6056
-0.614
-1.6784
0.1418
0.976
0.1366
-0.0642
-1.1219
-0.0895
0.377
-0.6747
-0.8193
-0.7135
0.1929
0.0175
259.766667
0
2,834
56.85
BREAST CONSERVING
Breast Cancer
Breast Invasive Ductal Carcinoma
High
0
Her2
2
Positve
Negative
2
NEUTRAL
Negative
Ductal/NST
0
Post
3
Left
1
4.018
IDC
Negative
1
ER-/HER2-
9
1
Died of Other Causes
-0.6944
2.5977
-0.4158
-0.2159
0.1058
-1.5681
-0.0262
-0.423
-1.7083
-1.2014
-0.0919
0.2827
-0.5186
3.0168
1.2964
0.6765
2.0804
-0.5185
-0.238
0.2038
-1.1711
-0.9412
-1.0789
-0.3345
1.1697
0.8531
-0.4387
-1.1322
0.5488
-1.183
0.6695
1.7437
-0.0993
0.3714
1.6151
-0.7186
-0.0674
0.3482
0.8682
-0.3297
0.6421
-0.2578
-0.0198
0.6176
0.9937
0.8337
-0.2067
-1.9363
0.7548
1.1251
1.1394
-1.7789
-0.3676
-0.6103
-0.4451
-0.9823
-1.2394
-1.1701
1.309
-1.1467
-0.3698
0.8084
-0.7867
-1.6223
0.2468
-0.5786
-0.0734
0.9655
-0.7579
1.4122
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0.307
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0.7135
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0.8
-0.3671
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0.5842
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1.5987
1.3249
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2.4869
0.7989
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0.9039
1.9244
1.0601
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1.146
0.3509
0.8459
2.0341
0.6355
0.454
0.5375
2.3321
-0.36
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0.6702
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0.7194
0.2401
1.5098
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0.3403
-0.4224
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-0.4829
-0.9965
0.3995
0.4225
-0.8515
-1.0484
0.2827
0.6513
0.879
-2.2142
-2.2026
-0.9651
-0.3816
0.0229
0.4095
-0.9905
1.0016
0.3528
0.9674
-0.0974
0.4666
-0.1255
0.374
0.62
0.929
-2.2572
1.7422
0.0059
-0.5894
0.2777
-0.9224
-0.7284
-0.7145
-0.0919
0.5268
-0.4639
-0.0884
0.8713
0.1677
0.6926
-0.6472
-0.8697
-0.9601
-0.3096
0.2166
-0.1225
1.5016
1.3176
-0.477
0.3
0.3167
1.0909
-2.0679
-0.0816
-0.2643
-0.8561
-0.184
1.0644
-0.7308
0.8094
-1.2908
0.3005
-0.9912
-0.4904
-0.4029
-1.3896
-0.6901
3.5011
2.3788
2.1593
-0.7018
-1.0034
0.0821
-0.428
-1.5855
-0.8795
-0.8117
0.4694
-0.2501
0.9309
0.8474
-0.7121
-0.0919
-2.0335
-0.9789
0.6688
-0.4988
1.1528
153.833333
1
2,835
59.84
MASTECTOMY
Breast Cancer
Breast Invasive Ductal Carcinoma
Moderate
0
LumA
2
Positve
Positive
3
NEUTRAL
Negative
Ductal/NST
1
Post
3
Right
0
4.04
IDC
Positive
0
ER+/HER2- Low Prolif
20
1
Died of Other Causes
-0.5473
1.3836
-0.4321
0.522
-0.4124
-0.0833
0.4619
-1.6259
0.5568
-0.1132
-0.5307
-1.3622
0.2995
0.2095
-0.1909
1.3437
0.3309
0.5652
0.386
-1.2314
-0.5118
-0.4634
-1.1091
0.0213
0.5439
0.0127
-0.3521
-0.795
-0.8748
-0.5146
-0.1455
-0.0729
0.1013
0.4215
1.2419
-1.6055
-0.6098
1.379
1.6954
-0.877
0.1223
-0.8796
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0.6525
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1.0606
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0.0024
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0.8306
0.6831
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1.8898
0.2301
0.7473
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0.003
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0.7194
0.434
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0.807
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0.7825
1.1833
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1.5359
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1.1048
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0.9063
0.6996
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-0.7354
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0.0169
1.096
-0.1221
-0.7187
-0.6178
0.2777
0.6976
-0.8322
1.4674
-1.0696
0.7948
-1.082
-0.7255
-1.225
-0.051
1.3463
-0.5448
0.597
-0.6525
0.0614
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-1.3953
-0.5409
-0.0783
0.3571
-0.4177
-0.822
0.632
0.867
0.1671
-0.3427
3.736
0.029
-0.0718
1.2029
1.1761
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0.4217
0.1378
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1.8307
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0.9993
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1.1309
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0.2262
2.0221
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0.4156
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0.6322
1.0392
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0.401
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0.1512
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3.2779
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1.0384
0.2488
0.6374
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1.19
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0.8029
0.0282
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-0.6908
4.4581
1.232
0.8532
-0.7535
-0.071
0.7941
1.3758
-0.2668
0.2281
1.3028
-0.4396
-0.1826
0.4784
0.8497
-0.6418
-1.7509
-0.6118
-0.2491
-0.1779
-0.7983
1.2107
-2.0797
-0.1349
-0.0579
0.5826
-0.8923
-0.8015
0.6261
-0.223
1.306
0.641
0.9015
-0.3396
0.238
-0.2962
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0.0053
0.9026
0.6271
-0.4781
-0.4203
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1.1797
0.7394
-1.0901
-0.9307
-1.3306
-0.8989
-2.0671
0.6907
0.1923
-0.8041
-0.4851
0.1846
-0.7613
0.1059
0.0241
-1.3649
-0.6596
-0.5061
2.6449
-0.5738
-1.5623
-0.0375
-0.4425
-0.1615
0.3328
0.3686
-0.3326
-0.3683
2.128
0.7625
-1.5637
0.8256
0.3268
0.3727
-0.403
-0.2893
-0.5881
0.0927
-0.0312
-0.0112
-2.3479
-0.043
0.834
0.5421
0.0881
-0.6687
0.4419
0.7013
0.0857
-0.37
0.4948
-0.3931
-0.1566
0.814
0.374
0.4106
-0.513
-1.0012
1.1644
-0.0218
0.2532
0.8634
1.2442
1.3488
2.1659
-1.1366
-0.6706
-0.6212
-0.1016
0.4639
-0.9504
-0.3769
-0.8136
1.0369
1.1969
-1.1165
-0.0487
-0.9574
-0.2352
-1.0766
2.2141
0.4355
0.2227
-0.4997
-0.8717
0.0196
0.7017
0.3591
0.7399
-0.6194
0.1368
0.7391
2.0639
55.033333
1
2,838
67.12
MASTECTOMY
Breast Cancer
Breast Invasive Ductal Carcinoma
High
0
LumA
2
Positve
Positive
2
LOSS
Negative
Ductal/NST
1
Post
8
Right
0
3.054
IDC
Positive
0
ER+/HER2- High Prolif
27
1
Living
1.272
-0.8066
0.3597
0.8301
-0.5431
2.233
-2.1941
-0.6025
-1.1465
-1.0523
-0.3487
0.6827
-0.0261
0.1457
0.2661
2.6283
0.3025
0.5274
-0.4881
-0.8071
-0.6394
-1.0294
-1.549
-0.9591
0.3159
0.8636
-0.198
-0.0641
-0.0325
0.7674
0.2728
-0.3908
0.123
0.0247
0.5784
-0.6698
-0.9714
1.7744
-1.194
0.3528
-0.2942
-0.8561
-0.6803
1.1497
-0.2677
-0.1326
-1.1975
-1.5792
0.6008
-0.635
-0.6617
-0.8913
-0.297
0.1413
-1.5235
-0.7623
-1.8857
-0.9584
1.6512
0.632
-1.2372
2.093
0.3664
-0.7538
0.3287
-0.1106
1.0116
1.0624
0.2576
-0.1495
0.4733
-0.3003
-0.8822
-1.5148
-0.8065
1.0287
-0.8987
0.0185
-0.064
0.4889
-0.7547
-0.5782
-0.9687
1.2206
-1.4488
-0.2123
-0.4931
-0.7033
-1.1151
-0.6459
-0.2206
-0.8886
0.0184
-0.3503
-0.1198
-0.5901
0.1196
1.8448
-1.833
-0.4016
-0.8224
1.327
-1.1078
-0.3068
0.3908
-0.4175
-0.1872
0.6708
0.2631
-0.9045
2.3776
1.2674
-0.8123
0.8414
-1.0544
-0.0385
-0.8873
1.1035
-0.6706
0.5082
0.5829
0.4489
0.0034
-0.1035
0.84
-0.454
0.051
-0.3427
-0.308
1.2538
0.0911
-0.3375
0.2965
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0.5188
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-0.9411
0.2864
-0.018
-1.7981
-0.5493
1.1587
-0.6584
-0.6971
0.588
-0.6461
0.2257
-1.0859
0.2606
1.4857
-0.9571
0.245
0.7253
0.7577
-0.3027
0.1919
-0.5952
-0.0298
0.1329
1.2196
-1.1604
-0.0818
1.034
1.5468
-1.3504
0.2802
0.2466
0.1172
-0.3097
-1.2268
-0.7109
0.0498
-0.1614
2.4187
-0.2229
-0.5111
0.6002
-0.1156
-0.3905
-0.623
-0.4251
-0.1544
0.9683
-0.2912
-0.2606
-1.1941
-0.7966
-0.3838
-0.7118
1.7496
-0.8494
-0.2392
-0.4459
0.6725
0.2734
-1.913
-0.1682
-0.6291
0.5932
-0.4408
0.2623
-1.4554
0.9897
0.2813
-0.4392
-0.4832
-0.6104
-0.2328
-0.4795
-0.611
-0.7972
-0.2678
-1.0353
-0.2014
-0.0481
0.0065
-0.0901
-0.4478
1.1729
-0.7679
1.5025
0.4546
2.1739
0.9286
-1.2229
-1.3467
-0.3927
-0.6202
-0.553
-2.0585
-0.3958
1.6691
0.7328
-0.735
1.2238
0.5819
1.0247
-0.6716
0.3073
-1.0046
0.6748
0.1845
-1.0205
-0.2618
0.5472
0.3282
1.5257
-0.4021
0.8738
-0.2279
1.2095
-0.9933
-0.9362
0.2572
-1.5833
-0.4456
0.6283
0.6157
1.3302
-1.2581
1.2805
-2.4191
0.0573
-0.5444
-0.584
0.8109
1.3189
0.988
0.6568
1.6626
0.9214
-0.038
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0.5039
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0.5191
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0.0076
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-0.8372
-1.0185
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0.3368
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0.4522
0.0722
-0.2546
0.8499
-2.1641
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0.0137
0.7283
-0.0059
-0.4281
0.0997
-1.1231
-0.154
-1.4664
0.7699
0.3128
0.258
1.232
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-0.89
0.3639
1.046
0.3879
-0.1215
-0.7787
0.0775
0.5448
0.0265
-0.0857
-0.1702
0.2927
0.9963
0.5737
0.0095
-0.405
-0.0897
0.2408
-0.3355
1.3818
-1.1379
0.5506
-0.7759
-1.5511
-0.9844
-0.8104
0.8857
-1.5771
1.4582
1.0959
-0.5574
1.9626
-1.1567
-0.1468
0.0063
1.6142
0.6819
-0.0375
1.5774
-0.2539
-1.2959
-0.2351
-0.8199
-0.0369
-1.0917
-0.4588
-0.7435
0.7321
-0.5566
0.7368
-1.1217
1.5756
-0.0002
1.3862
-0.3534
1.056
-0.7223
-0.2204
-0.3222
0.5874
-0.7796
-0.4311
-0.4033
0.2089
1.1123
0.7534
2.2395
-1.6507
0.4563
0.6393
0.9622
-0.0525
-0.8821
0.1676
-0.6131
0.48
0.4986
1.1447
-0.6201
-0.5561
-0.0233
-1.2816
0.294
-0.269
0.6524
-0.9039
1.4139
-0.3134
1.3885
-0.0211
0.4308
-1.0065
-0.3394
-1.1823
-0.58
-0.8929
0.8036
2.9676
-1.2472
-1.2929
0.6062
0.3145
0.3188
-0.4993
-0.5463
1.4566
-0.867
0.5667
-0.5684
-2.1539
1.1695
-0.3353
-0.4682
-2.0307
-0.183
-0.3384
0.1344
-1.5846
-2.4854
-2.3993
1.676
-0.4774
0.2234
0.1188
0.5861
0.0187
-0.8916
-0.7407
1.0024
-2.0214
0.9586
1.352
0.5688
-0.5767
-0.7903
-0.1124
-0.2737
0.4113
0.3797
0.0128
-0.3085
0.8551
1.9043
-0.6968
1.182
-0.8518
-0.0427
0.328
0.0763
-0.7227
-0.296
-0.1409
1.2108
0.8493
-0.6857
-0.6396
-0.4152
0.561
0.4189
-0.9278
0.126
0.5304
1.551
0.5678
-0.9616
0.4346
-0.3745
-0.5794
-0.7701
-0.2874
0.0626
1.1716
-0.2861
0.0637
0.0361
0.0619
1.15
-0.6671
-1.0042
-0.3791
0.2428
-0.6085
270.3
0
2,840
60.48
MASTECTOMY
Breast Cancer
Breast Invasive Lobular Carcinoma
Moderate
0
LumA
2
Positve
Positive
2
NEUTRAL
Negative
Lobular
0
Post
3
Left
0
3.028
ILC
Negative
0
ER+/HER2- Low Prolif
14
1
Living
-0.3208
1.2158
-0.1497
1.1408
-1.8903
-0.4188
-2.7133
-2.0294
-0.1047
-1.2688
-0.2785
-0.4685
0.9456
-0.122
-0.3589
-0.7499
-0.1076
0.0433
-0.7795
-0.9309
-1.2672
-1.0745
-0.7578
-0.1999
-0.7665
-0.8713
-0.3876
-0.308
-0.9408
-0.4657
-0.4516
-0.284
0.2137
0.3771
1.5106
-0.1932
0.647
0.3113
-0.4736
-0.5596
0.0743
0.8487
-1.0005
1.1244
-0.9356
0.2499
-0.8618
-1.93
1.0482
-0.6894
0.1139
-1.0937
-0.8052
-0.0322
-0.9928
-1.1252
-2.9239
-0.0831
0.4043
1.2479
-0.1232
0.7984
0.6746
-1.8697
-0.2444
0.0972
-0.4484
-1.1522
-0.9954
0.1984
0.9901
-0.6249
-1.0667
-1.0873
0.3826
-0.7385
-0.0793
0.8871
0.5718
1.5088
0.6207
-0.0513
0.2545
0.4748
-1.6209
-0.6786
0.5984
-0.4744
0.2627
0.0575
1.1669
0.5268
-0.1872
1.0492
0.5653
-1.4203
0.1722
0.456
-2.2023
-0.014
-0.8661
0.7786
0.7408
-0.7258
0.621
-0.9239
-0.4656
-0.2922
0.7641
1.2494
-0.3015
1.1836
-0.5709
0.4207
-0.7586
-0.6985
-0.4342
0.5164
0.6455
-0.2914
-1.0629
1.2221
0.3955
-1.0529
-0.6035
-0.3743
-0.4208
-0.3836
0.2714
0.391
0.3051
-0.2365
-1.3642
-0.6524
0.0714
-1.6281
-0.1985
-0.108
-1.3477
-1.8596
-1.4786
-0.0581
-0.6593
-0.8401
0.2096
-0.4257
-2.1556
0.2829
0.7123
0.5283
-0.4527
-0.7775
-0.1738
-0.7611
-0.5473
0.3018
-0.366
0.4845
-0.3956
-0.3628
-1.0219
-0.7898
-0.0151
-0.0953
0.1393
0.7842
0.4825
-0.2926
0.7102
-0.5261
-1.598
-0.0498
0.0275
1.3176
-0.1553
0.308
0.234
-0.5085
0.0091
-0.5525
2.0542
-0.4492
1.0816
0.2613
-0.4494
-1.3006
0.3783
-0.6515
1.2324
1.6446
-0.1216
0.6894
-0.255
-0.5627
-0.4992
-1.3039
-0.0015
-0.0692
-0.254
0.2923
1.7313
-0.4325
0.1757
0.1268
-0.5726
-0.7252
-0.5201
-0.6206
-0.9229
-0.1727
-0.2733
-0.8725
-0.6121
1.4114
1.2486
-1.5373
-0.6261
-0.5501
-0.7106
-0.4341
0.6169
0.9518
2.1732
0.1555
-1.6963
0.0902
0.1037
0.1008
-0.6001
0.5422
-0.3391
1.3016
1.2436
-2.2495
0.0989
-0.8432
0.8398
0.2302
-0.7109
-0.3132
0.587
-0.9771
-0.1709
-0.823
-0.7025
0.5343
0.9264
0.4734
1.1832
0.4793
0.2737
-0.7875
0.1019
-0.5328
0.1471
1.1733
-0.3579
-0.8275
1.9634
-0.3981
1.1756
-1.3306
-1.2986
-0.6894
0.6281
-0.3477
1.4438
1.7091
0.9315
0.4482
1.281
0.2312
-0.0462
1.5431
-0.1251
-0.8325
-0.6867
0.8853
-1.4188
-0.1121
0.459
-0.4039
2.7412
-0.4485
-2.2678
-0.3295
0.03
-0.1849
0.7975
2.043
0.7233
-0.2949
-2.1703
-0.4504
-1.9061
-0.2737
-0.5761
0.5483
1.7711
-1.3953
-0.2048
-1.1805
0.9187
-0.5376
-1.6736
-1.4299
0.5603
-0.5203
0.4122
1.3987
-0.1675
1.2361
-0.1297
-1.5221
1.5686
0.8721
1.3833
0.6897
0.3722
0.8293
1.0673
0.6892
-0.9044
0.9157
-0.1839
1.8725
1.8075
0.3359
0.4441
-0.5425
0.0979
-0.3161
-0.9601
0.247
-1.1308
0.5722
-0.2237
-2.156
1.3513
-0.074
-1.0013
-0.023
0.5498
-0.1906
-0.5676
1.201
0.0234
-1.3825
-0.2447
-2.162
0.632
-1.6617
1.1157
-1.0518
0.7027
0.7368
-0.3541
0.5457
1.6051
0.6007
0.6526
0.572
-0.2997
-0.0324
-0.7647
-0.5027
0.1223
0.4152
-0.7199
-0.5344
-0.9591
0.4986
0.0007
0.3939
-0.3186
0.5889
1.1777
0.3312
-0.4364
0.1107
-0.1665
-0.0032
0.6135
-0.2503
0.0508
1.065
0.2624
-0.3103
-0.1564
0.495
-0.6692
0.8087
0.5871
-0.7581
0.2713
1.0377
-0.1589
1.1157
0.7676
0.2407
0.2566
0.6323
-1.6143
-0.0719
1.9345
-1.0985
-0.3831
1.142
0.6188
-0.4049
-0.1309
-0.2612
3.3342
0.3252
1.0465
-0.8238
-1.4985
-0.0449
0.6137
-1.1864
-0.3006
0.479
-0.2593
0.114
0.5322
-0.2224
2.0511
0.8195
-0.1509
-3.1308
-0.0786
0.6482
-0.4585
-0.8037
-0.0104
1.2006
-0.3111
0.1529
0.2696
0.5165
1.2876
1.6876
1.2929
0.3272
1.132
0.309
0.6277
0.1448
-0.5189
-0.2902
-0.3676
-0.1629
-0.1869
0.3506
0.6451
-0.8019
0.0563
-0.2015
-0.3293
1.254
-0.0049
1.3404
0.2486
-0.1562
0.2471
-0.0223
-0.8449
-0.4881
1.3982
-0.1186
1.7346
-1.0077
0.1509
1.1917
0.7415
1.4291
0.6725
1.1157
1.3464
-0.4065
-0.2631
-0.4947
-1.1871
-0.4667
0.8129
-0.0349
-0.5791
0.7586
-0.1699
269
0
2,842
58.48
MASTECTOMY
Breast Cancer
Breast Invasive Ductal Carcinoma
High
1
Basal
2
Negative
Negative
3
NEUTRAL
Negative
Ductal/NST
0
Post
9
Right
1
5.054
IDC
Negative
1
ER-/HER2-
27
2
Died of Disease
0.6399
-1.084
-0.694
-1.5123
-0.0539
-0.0158
-0.7274
2.8529
-1.4079
-0.0595
-1.8088
0.7539
-0.2744
1.4896
-0.1958
1.6536
0.8002
-0.3529
-0.5264
0.8071
0.8214
0.9161
-1.5893
0.805
1.3887
2.0899
0.9052
1.2199
2.0806
-1.18
0.6489
1.9103
0.3869
-0.8944
-1.2427
1.3926
1.9748
-0.081
-0.2018
1.1991
0.7442
1.2421
0.7235
-0.5097
0.2347
1.5986
-0.6881
-0.2317
-0.2895
1.592
0.5913
0.2726
1.0226
-1.6708
1.1104
-1.1657
-0.2236
0.5585
0.3944
-1.7194
-1.0244
0.0708
1.0322
0.3233
0.1784
0.2427
0.1567
-0.7424
-0.999
0.3851
-0.7595
1.4248
0.1841
0.0625
1.153
1.3209
-0.537
-0.1209
-2.0322
-1.056
-1.0904
1.0203
-0.381
-1.5533
0.2636
0.3172
-0.4607
-0.6604
-0.0771
-0.7363
-0.8664
-0.9225
-0.4805
-2.1258
-0.7353
1.5449
-0.7142
0.1145
0.7529
-0.0948
-0.5058
-0.3636
-0.2417
-0.4951
1.0102
-0.8818
-1.4607
1.1036
0.1429
-0.6785
0.2714
-1.5499
0.1855
-1.2799
-0.9851
0.5378
-0.1412
-0.3783
-0.3651
-0.9146
1.4019
0.4236
-2.2566
-0.1772
-1.0292
0.7678
10.5431
0.3413
-1.7464
4.0175
0.0539
-0.5092
1.5276
-0.8605
-0.7427
-0.0691
0.5614
-0.2222
-0.6665
-0.8411
1.4462
0.6772
2.3046
0.0561
-1.0273
-0.2365
-0.3032
0.2819
-2.1003
-0.2181
-1.2307
-0.5027
1.4936
-0.0222
0.2366
-0.9363
-0.9991
-1.7375
-0.9273
2.4251
0.0945
0.9294
3.5114
-0.835
2.3372
-1.2674
0.0586
1.17
-1.1347
-0.3915
1.8079
5.3416
-0.6446
-0.39
-1.3157
-0.737
-0.6526
-1.2296
0.3949
0.7013
0.5159
-0.6187
-1.0448
-1.762
0.7388
-0.8692
0.0537
-0.6473
-1.6045
-1.5673
-1.5671
-1.3654
0.5737
0.071
1.5452
1.5458
-2.4894
-0.2248
-0.4373
-0.444
1.69
-0.3178
0.0003
-0.7589
0.0775
0.3054
-1.7085
0.59
-0.1596
1.077
-0.6557
0.5862
-1.168
1.5983
-0.9454
-0.0212
0.1677
0.8631
-0.5009
-0.6695
0.1832
-1.4302
0.2195
1.7743
-0.2508
-0.0887
-1.898
1.1165
-0.7855
-0.1936
-2.1798
-0.2975
-1.5662
-0.9519
1.2907
-0.1669
-1.2541
-0.3121
3.3806
1.6135
1.0256
0.9475
0.0708
1.7616
2.2648
0.8943
0.023
-0.9281
-0.238
-1.5573
0.3381
-0.0279
-0.6503
1.271
-1.4286
-0.8704
-0.5288
-0.1328
4.2404
0.1895
-1.2892
-2.1937
-0.9353
-0.9153
0.3994
1.6766
-1.5458
-1.3044
-1.0064
-0.6532
-0.3719
-1.325
1.0466
1.0847
0.0281
-0.4857
0.165
0.0006
-0.7796
0.5796
-2.1511
-0.705
0.5474
-1.1377
-0.4224
-0.5966
-0.9083
-0.6193
-1.0757
-1.5351
-0.781
0.094
0.1633
-1.244
-1.0604
-1.7916
-0.1415
0.7627
2.8037
0.2143
1.5691
-0.9644
-1.6898
-0.0409
3.7974
-0.2338
-0.137
0.6039
3.2405
2.4094
-0.6171
0.3844
1.7202
-0.7011
-1.5069
0.6784
0.9179
0.7561
0.6822
-0.5501
0.0952
-0.2912
-0.8655
0.1911
-1.8223
-2.2337
3.0584
0.6577
0.3697
-0.7674
0.5427
-0.7376
0.8105
-1.1628
-0.6591
0.8972
-0.052
2.6475
-0.8449
0.2093
-0.6667
1.0806
0.664
0.8717
-0.8262
-1.6618
-0.6471
0.1313
-0.6103
-1.3446
-0.4471
0.8075
-1.1531
-0.2477
0.1209
-1.9326
-1.3191
2.218
-0.5259
1.585
0.876
-1.6577
-0.4861
0.1369
0.0243
-0.3772
1.4311
-0.9963
-3.0978
0.1771
0.3562
1.1858
-1.064
-1.4553
0.3393
-0.7756
0.1687
-0.2216
1.5067
-0.0681
3.9519
1.0574
-0.1172
-2.4183
2.0196
0.1607
-1.176
-0.3408
1.7571
0.7174
-1.2288
-0.6666
-0.2827
0.1313
-2.056
0.4409
-0.5995
0.9931
2.8625
-1.4397
-0.5228
0.124
0.6908
-0.7004
-1.9114
-1.5419
-0.3966
-0.4773
0.604
-0.4702
-0.6764
0.72
0.0483
0.0957
-0.1366
-0.3207
-1.7157
0.0835
-0.8522
-0.5138
-1.0078
-1.0945
1.8972
-0.9216
-0.3495
-5.2931
2.0736
1.3038
-1.1221
-0.4375
2.6131
2.9433
4.5958
0.1481
-2.2995
-0.5604
0.9927
1.2787
-1.3135
-1.0962
0.4004
0.2058
-1.068
-0.7993
0.0089
-0.7335
0.1467
0.2469
0.6641
-0.9988
-0.2189
-0.4195
1.5253
0.1088
-1.9061
2.1339
0.4458
-0.7339
-0.6294
0.6643
-0.4198
1.3616
-0.2214
-0.9264
3.3427
4.8371
-0.0172
-2.4625
-0.3442
0.3269
-1.3034
0.0945
-1.0273
-1.3465
0.0986
0.2075
-1.892
-1.8876
0.1744
0.2825
0.7393
1.7313
0.2454
-0.8902
-0.7975
-1.4218
-0.606
-0.2955
-0.629
19.733333
1
2,843
61.08
BREAST CONSERVING
Breast Cancer
Breast Invasive Ductal Carcinoma
Moderate
0
LumA
2
Positve
Positive
2
NEUTRAL
Negative
Ductal/NST
0
Post
2
Right
0
3.026
IDC
Negative
1
ER+/HER2- Low Prolif
13
1
Died of Other Causes
-0.2036
0.3455
0.0348
0.3852
-1.4815
0.8628
-1.0096
-1.4175
-0.436
-1.4345
-1.1931
-1.5989
0.2637
-0.5081
-0.1625
0.5079
-0.7729
0.7859
0.2108
-0.9811
-0.3283
-0.7962
-0.8296
0.1493
-0.6404
-0.6301
-0.1753
-0.4369
-1.47
0.2044
-0.4667
-0.1318
0.087
1.3895
1.642
-0.65
0.4178
0.5147
-0.0398
-0.3641
0.2685
0.662
-0.1772
-0.2084
-0.9428
-1.4773
-1.485
-1.2263
0.4417
-0.188
-0.5876
-0.8075
0.2631
0.0401
-0.8545
-1.0934
-1.2805
0.2437
0.2212
0.3307
-0.6441
1.5769
-0.3011
-1.718
0.856
-0.2693
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-0.2743
0.1315
-0.0038
-1.006
0.901
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-1.2
0.1198
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1.4553
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0.5434
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-2.1416
-1.3487
-0.5084
0.6156
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0.2315
1.7844
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1.3913
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0.3957
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0.891
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0.6576
0.7054
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1.1416
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0.4993
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1.6466
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0.5691
2.3604
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1.861
0.3912
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2.714
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1.3266
1.6004
0.4153
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2.9364
0.4307
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0.6689
0.3686
0.3763
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0.05
-0.6386
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0.4206
0.7419
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0.0467
0.0121
0.2136
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0.5075
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0.8049
0.1022
-0.7807
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0.0171
0.2027
-0.5433
0.303
-0.8267
-0.8471
-0.5071
1.0317
-0.0642
-0.5814
0.362
0.0648
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-0.4306
0.299
2.4297
1.4526
-0.3458
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0.1103
0.5438
-0.2679
0.0553
1.3658
0.0766
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-1.165
0.0178
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0.2295
0.5854
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0.7342
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0.2027
-0.0851
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-0.6228
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1.5364
-0.309
0.7935
0.3447
0.9935
0.5038
0.1994
0.1492
0.3479
2.0669
-0.6004
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0.5556
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-0.5963
0.9475
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1.3486
-0.8292
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1.2733
0.7243
0.3378
0.713
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-0.6708
0.2062
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0.5771
-0.9304
-1.1081
0.3721
-0.331
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1.7458
-1.3047
-1.8402
-0.6114
0.088
0.0495
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0.7937
1.8444
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-0.7755
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0.0984
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0.047
0.7632
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0.6182
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1.7885
0.6221
1.8296
0.0104
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2.3323
-1.0002
0.3284
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0.2767
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1.3729
0.7247
0.7581
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0.8697
0.3118
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0.1777
0.1406
-1.4249
-0.782
-0.2555
-1.1429
0.3018
-1.8647
-1.426
-0.5772
-0.6677
0.0899
-0.1205
0.175
-0.8019
0.2214
-0.5067
1.357
-0.7956
-0.5024
0.8879
-0.7606
-0.095
-0.162
1.3704
1.1616
0.6988
-0.1541
-0.378
0.0202
-0.7213
-0.363
-0.0143
-0.3533
0.2227
-0.8188
-0.3119
-0.3916
0.9326
-1.1769
0.0669
0.5776
-1.9049
0.1515
-0.3278
0.9057
0.2369
-0.6493
-0.0418
-0.5853
0.6452
0.0523
0.1387
-1.2442
-0.7001
-1.2436
-0.0444
-0.7243
-1.0435
0.1588
0.7166
1.2865
-0.633
-1.3776
0.3136
1.2202
-0.0509
-1.243
-0.8426
-1.3087
-1.0677
1.3455
0.2281
-1.002
-0.1085
0.3603
-0.271
-0.0041
-1.2484
-1.9329
-0.2045
1.9982
0.3859
1.1771
-1.4753
-0.4215
0.4315
1.1656
-0.5884
-0.8901
-0.5536
-0.4397
1.2773
1.2253
1.9518
0.0122
0.387
-1.9005
2.4724
1.4509
1.9888
-0.3637
-1.1457
0.9061
-0.8874
1.1913
1.1827
0.185
1.0579
1.3625
-0.6665
0.864
-0.6833
-0.5704
0.2833
-0.2416
-0.9346
-0.2388
0.7224
1.3604
0.393
-1.172
0.1253
-0.5912
1.4996
-1.164
1.0072
0.7995
-0.4102
3.4326
-0.1007
-1.1743
-0.4631
-0.6742
-0.7374
-1.2464
-0.7233
0.4373
1.4294
-0.3312
3.466
-0.2971
2.3515
-0.0996
-0.1976
0.2101
0.7987
-0.4535
0.8811
-1.1516
-0.0095
-1.3216
-0.3617
-1.0287
-0.1534
-0.896
-0.2128
231.533333
1
2,844
60.76
MASTECTOMY
Breast Cancer
Breast Invasive Ductal Carcinoma
High
0
LumB
2
Positve
Positive
3
GAIN
Negative
Ductal/NST
1
Post
9
Right
0
4.038
IDC
Negative
0
HER2+
19
1
Living
1.5868
-0.647
-0.0048
-0.6702
-0.4081
-0.3202
0.2352
-0.1996
-0.6912
-1.701
-0.697
-1.2588
0.2849
-0.294
-0.0218
0.3601
0.5925
1.5132
-1.3002
1.1191
-0.9561
-0.5728
-1.9035
-0.2592
0.44
1.413
-0.9674
0.6617
1.4074
-1.1974
-0.0125
0.1965
-0.3122
-0.5734
-0.3497
0.544
0.1733
0.0423
1.2209
0.7722
0.1887
-0.4519
2.0379
-1.5236
-0.9763
-0.3267
0.9833
-2.1685
-0.2215
0.8737
-0.8399
-0.2748
0.6027
-1.0713
0.097
-1.3937
-0.9506
0.1203
1.6577
-1.3471
0.9474
-0.2869
1.3852
-0.2868
0.1185
-0.3857
0.3235
0.4864
-0.3384
-0.1475
-0.4412
0.3808
-0.6786
-1.1009
-0.4337
1.3463
0.5866
1.8303
-1.7109
-0.5886
-1.7083
-1.1526
-0.9483
-0.1008
-0.9655
-1.15
-0.4639
-1.3743
-1.4698
-0.4774
-1.0534
-0.4652
1.0444
-0.7237
1.1908
-0.8016
0.5984
3.3706
-1.0115
-0.3469
-0.53
1.3051
-0.997
-0.2026
0.0815
-2.2943
-0.7436
-0.9494
-1.098
-0.0813
2.0776
-0.2759
-1.1182
-0.3155
-1.8062
0.0189
-0.9004
-0.5977
0.4442
-0.4772
0.9592
0.9707
-0.8266
-0.1896
0.5828
1.0774
-0.5229
0.611
0.8756
0.7311
-0.1378
0.6486
0.0309
-0.2541
-1.3296
-1.2975
-0.0131
0.0606
0.2875
-1.289
-0.1674
-0.0919
1.7943
-0.5787
-0.0702
2.165
0.3991
1.6031
-1.3019
0.3451
-0.805
0.5588
-0.4912
0.5285
1.663
-1.3443
0.9557
-1.3372
0.2585
-0.5577
0.3125
-0.5423
-0.3314
0.3536
1.4851
-0.3901
-0.6024
-0.2713
0.6826
0.9195
-0.6676
0.6581
0.7291
-0.8081
-0.703
-0.1894
-0.2744
-1.4648
-0.4917
0.0808
1.9177
0.6868
-0.3978
1.0412
0.9254
-0.2038
-0.4736
0.0052
-2.1734
-0.9617
-0.568
-0.5136
-0.5625
0.4882
0.4602
-1.1575
0.1171
-0.2467
0.7438
1.2171
-0.1298
-0.8814
-0.1884
-0.2367
1.4922
-0.4577
0.8072
1.538
0.6609
3.2479
-1.0447
-0.3266
-0.4127
2.1755
0.5739
-0.9336
-0.2138
-0.1535
-0.0971
-0.7156
-0.2
-0.9353
0.9032
-0.2158
0.3636
-1.5509
-1.5864
-0.1701
2.3879
-0.7842
-0.0773
0.1933
-0.7682
-0.1384
-0.2037
-0.7353
-1.5557
-0.4802
-1.1487
1.1808
0.5195
0.9347
-0.3074
2.1184
1.0855
0.2499
1.0721
-1.2417
-0.5042
0.397
0.3021
-0.6805
0.8589
-0.7605
-0.0807
-0.8014
-0.6648
-0.8875
0.6022
-1.0561
-0.3249
-2.6394
-0.3195
0.5509
0.8867
-0.0259
-0.8913
0.4235
-0.4633
-1.8195
0.2244
-0.4247
0.2075
-0.9644
-0.8892
1.1338
0.4611
-0.63
0.313
0.0853
-0.0147
-0.9288
1.5432
-1.0388
-0.8518
-0.0121
0.6385
-0.5903
-1.5513
-0.6495
0.1493
-0.5144
-1.4188
-0.35
0.4682
-0.4805
-0.4555
-0.4461
-0.6031
1.3385
-0.5255
-1.4156
-1.0609
-0.0417
0.0987
0.954
0.2081
0.8857
-0.1212
-0.7682
0.3972
0.8025
1.7114
-0.713
-1.3086
-0.989
1.9897
-0.767
0.145
-0.6165
-0.2891
-0.8544
-1.5357
-0.2645
-0.8244
0.5651
-0.831
-1.2347
-0.5616
-0.8733
-0.1773
-0.0277
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-0.1341
-0.7676
-1.2654
-0.3872
1.0242
-0.0157
-0.9153
-1.234
0.0809
1.7417
1.3169
-0.4098
0.8927
-0.6689
-0.4877
-0.3908
-1.4547
1.1367
-1.3163
-0.4777
-0.5396
0.9168
-0.1041
-0.1641
1.9844
-1.4653
-0.9979
0.6634
-0.7083
-0.2908
-0.4151
0.066
0.951
-0.3649
-0.1854
0.2463
0.2388
1.0018
-1.0824
0.5865
-0.4532
-0.3965
-0.148
-1.4711
-1.0949
-0.5346
0.6544
0.7259
1.005
-0.2456
1.14
-0.6969
-1.9913
-1.02
-1.8309
2.9878
-1.1063
0.247
-0.4694
0.7728
0.3699
-1.6902
-0.3719
0.6934
-0.3476
1.2795
-0.491
-1.2741
-0.7728
-0.638
-0.1097
-0.7807
-0.88
0.5975
-1.7907
1.8066
1.2548
-1.843
-1.2011
0.3621
-0.6416
0.5227
1.0899
-1.7975
-0.9503
0.1637
-0.5264
-0.3029
0.3853
0.0883
0.3475
-0.7675
0.4349
1.4015
0.0978
-0.6024
1.6532
1.471
0.0959
0.961
0.3715
-0.3034
-0.3601
1.5162
0.006
1.6269
-0.9129
0.1492
0.2704
-0.0442
0.3221
1.1101
-0.6555
0.7836
0.158
1.308
4.0833
1.4015
0.2229
-0.9733
-0.9038
-0.4426
-0.5001
0.7698
-1.4359
0.4591
-0.0989
-0.8469
-0.0118
2.2649
-0.8914
-1.4011
-0.7459
-1.7803
-0.9657
0.5802
0.8265
0.1475
0.5323
-0.7435
-0.2343
-0.6811
0.3369
-1.3452
0.0288
-1.0785
-0.2113
-0.5984
0.9971
-0.2217
-0.843
0.404
0.1961
-0.47
-0.6108
-0.8515
146.733333
0
2,845
55.8
MASTECTOMY
Breast Cancer
Breast Invasive Lobular Carcinoma
Moderate
0
claudin-low
2
Positve
Positive
2
NEUTRAL
Negative
Lobular
0
Post
4ER+
Right
0
3.028
ILC
Negative
0
ER+/HER2- Low Prolif
14
1
Living
-1.7346
3.2158
-0.428
1.2018
-1.81
-1.2088
-0.6393
-0.34
0.5639
-0.7936
-1.2012
-0.6646
-0.512
0.1498
-0.729
-0.2809
-0.8
-0.4551
0.5847
-0.6038
-0.3206
-0.5512
-0.0158
0.0028
-0.5936
-0.9985
-1.1551
-1.8
-1.4383
-0.4711
0.1848
0.4036
1.0483
0.2002
0.3875
0.3179
0.1649
0.6259
-0.4586
-1.8515
-1.1819
0.7154
-1.0597
-1.9481
-0.9307
-0.5989
-1.7865
-0.6127
-0.3816
-0.8601
-0.2217
-0.7172
0.4212
0.9588
-0.9515
-0.8347
-2.0796
0.3014
-0.3062
-0.1011
-2.2386
2.2173
-0.0676
-0.9827
-0.1736
0.8335
-0.355
0.6236
2.0467
-1.1028
0.0473
0.078
-1.3104
-0.0417
-0.5211
-0.2269
0.5923
-0.785
1.4654
0.6652
1.1474
-0.836
-0.3115
-0.3279
-1.5848
-0.9405
-0.9772
-1.1019
-1.0884
-0.9407
0.0245
-0.2135
-0.0142
-0.0101
0.6409
-0.7626
-0.442
0.564
-1.0453
1.7344
-1.5246
1.2321
-1.1481
-1.0538
-0.447
1.0297
0.1961
0.3218
0.8783
-1.0172
0.2857
1.2166
-1.6245
2.954
-1.342
-0.2
-1.8966
0.0783
0.4182
0.0255
-1.0565
1.4583
0.3361
-0.5611
0.6589
0.0367
0.5468
-0.4714
0.2946
0.6999
0.0616
-0.3008
-0.1384
0.6642
0.5837
-1.7182
-0.7906
-1.187
-2.405
-1.0574
-0.9535
-0.9657
-1.5776
-0.4155
1.4255
0.4241
-0.3411
-0.4736
1.4855
0.0876
-1.5328
-0.1736
0.2663
-0.3016
-1.2078
1.1047
-0.9091
-0.908
-0.1645
0.3865
-0.8057
-0.8119
-0.6726
3.0636
0.3966
0.6675
-0.3751
0.0142
1.1371
-0.5537
-0.3964
0.8492
-1.4023
3.4664
-0.8662
-0.56
0.677
-0.8407
0.4079
0.0106
-0.1105
-0.0577
1.3662
0.5419
-0.1845
-0.7238
-0.3684
0.1145
-0.0716
-0.4867
0.7134
0.491
-0.0104
-0.6295
0.3572
-1.3099
0.6915
0.7859
0.4724
0.8555
-0.0007
-0.3959
-0.3194
-0.3048
0.0449
-0.6615
-0.3177
-0.6185
-0.9198
0.3394
-0.9172
-0.5293
-1.9778
1.175
1.9774
-0.3877
0.9745
0.0322
-0.7396
0.3008
2.92
2.1949
1.0457
-1.1519
-0.4162
-1.6287
-0.4708
-0.123
0.1862
0.6743
-0.3311
1.2755
1.0688
-2.6728
0.0099
-0.6516
1.3919
-1.2198
1.0102
-1.1138
-1.3513
-1.4665
-1.3435
-0.5991
-0.4376
0.0833
0.5363
-0.7427
0.3418
-0.4055
-0.4745
-1.5609
-0.6813
0.6935
-0.725
0.6442
-0.0206
0.0027
0.0267
-0.4293
-1.3939
-0.1136
-0.0024
-0.1653
1.8208
-0.6784
2.1317
-1.244
1.7429
0.988
-0.4119
-0.7284
-0.5989
1.0689
0.6927
-0.5778
-0.382
-1.5182
0.5953
-0.131
-0.2445
-1.9079
1.6292
-0.7866
-1.2539
-0.1769
0.73
-0.5212
-0.4685
0.9265
1.6217
0.8153
0.623
0.237
-0.8158
0.4162
-0.5605
0.9448
0.1501
-1.3026
-0.5188
-0.2058
-0.4326
0.5894
-0.1171
0.178
-0.0394
-1.4486
2.0187
2.0751
-0.4394
0.3638
0.9794
-2.0082
1.1264
1.0939
0.4412
0.9072
-0.3206
0.0041
0.6916
0.0878
-0.8469
-0.5884
-1.2375
0.3779
1.3787
-0.4014
0.4145
-0.3546
-0.1247
0.1554
-0.8177
1.1815
-0.7809
0.1087
-1.2559
-0.579
0.7418
-1.1507
0.3385
-0.1133
-0.9266
-1.8605
0.4259
0.1798
0.53
-0.712
-0.1301
0.0742
1.2323
0.0808
1.16
-0.9665
-0.3042
-0.9381
0.8996
2.597
1.9336
-0.4943
-0.1701
-0.6145
0.7926
-1.2847
0.1275
0.1532
-0.7266
-0.1269
-1.8022
-0.7698
1.6553
-0.834
0.6727
-0.4176
-1.3937
0.5973
0.7043
1.2687
0.5426
0.4027
2.6037
-0.451
0.7233
0.3724
0.1106
-0.1965
0.5777
-0.596
0.2827
-2.1664
-0.835
-0.3568
1.0057
0.3602
0.7415
-0.8568
-1.6227
0.1605
-0.9321
-0.7033
-1.8979
-0.4686
-1.0903
3.0858
-1.5279
-0.4052
2.0997
3.1528
0.6847
-1.7198
-0.3961
-1.7022
-0.5458
2.1123
0.2033
2.0278
-0.6484
-0.6587
-0.1655
-0.8195
0.063
1.3887
-0.752
-0.8233
0.1264
-0.6276
2.6581
0.3867
1.2472
0.7584
1.8536
1.8597
1.8418
-1.3066
-0.9368
3.1414
0.303
1.8279
0.2839
2.3567
0.6953
1.7978
-1.3571
-0.316
1.5829
0.1137
-0.7439
-0.5806
-2.0448
-0.0895
-0.0438
1.5121
0.5396
-0.4449
0.6283
-0.7731
-0.2284
0.934
-0.7392
-1.8559
-0.0333
1.115
-2.6418
0.0727
1.0813
0.9062
-1.0343
-0.9611
0.9002
-0.5801
2.2771
-1.3751
3.1114
0.7544
0.8637
0.6175
0.8036
-0.8654
2.0995
-0.7408
-0.8797
-1.2359
-0.222
-0.982
-1.6538
-1.3492
-0.3217
0.5092
-0.7177
264.766667
0
2,846
58.85
MASTECTOMY
Breast Cancer
Breast Invasive Ductal Carcinoma
null
0
Basal
2
Negative
Positive
2
NEUTRAL
Negative
Ductal/NST
0
Post
4ER-
Left
0
3.01
IDC
Negative
0
ER-/HER2-
5
1
Died of Disease
-0.6743
-0.3452
0.286
0.4263
-1.1998
0.1213
-0.2935
-1.0221
0.6574
-1.8358
-0.7413
-0.9974
-0.3256
0.3511
0.7093
0.4811
0.584
0.2892
1.56
-0.2333
-1.7559
-0.8133
-0.4706
0.702
-0.1551
0.2151
0.1351
-0.7441
-0.8384
-0.0622
-0.8837
0.5186
0.171
0.5192
1.0544
-0.3313
0.356
0.0974
1.0178
0.1519
-0.3255
0.8608
0.3571
-0.1068
-0.8772
0.7326
0.8782
-1.6096
0.3236
-0.1398
-0.8211
-1.1008
-0.5472
-0.6636
-1.5111
-1.5149
-2.0967
-0.1631
0.2116
-0.3603
1.0747
0.7046
0.0783
-1.2898
0.3932
0.8988
0.4164
0.0951
-0.5269
1.4664
-0.9054
0.4722
-1.7598
-2.017
-0.3767
0.2396
1.1089
-0.3227
-0.7792
0.3472
0.0633
-0.2684
-0.0791
1.0543
-2.4015
-1.0001
-0.3498
-1.7202
-0.6337
-0.0633
-1.1957
-0.3774
-0.3834
0.0614
-0.3276
-1.3566
-0.7874
1.3744
-2.0288
1.4945
-0.1896
-0.2547
-0.8009
-0.6498
-0.2213
-0.9657
-0.275
1.7364
0.6281
0.4151
-0.3948
1.7651
-0.6126
-0.4218
-0.2411
-1.3929
-2.321
-0.3154
-1.3258
-0.8458
0.1746
-0.4948
-0.9829
-0.1129
0.6223
-0.4354
-0.1836
-0.4499
0.5833
2.709
0.3856
3.2321
-1.0528
-0.6903
-0.9077
-1.0584
-0.4016
1.2959
-0.3178
-1.1074
-1.3319
0.8177
-0.3915
-0.7651
0.6455
2.8705
-0.6088
0.1721
0.2408
0.6176
-0.6462
-0.9006
1.5424
0.3695
1.8277
-0.0068
-0.5023
0.046
0.6617
-0.3926
-0.5966
-0.5909
-0.3075
1.5854
-0.3838
-1.0322
-0.6944
-0.7806
-2.3961
-0.4687
-0.8763
-0.0263
1.1208
0.2739
-1.3982
-0.3124
-0.6691
-0.1933
-0.5706
0.8913
-2.4322
1.3386
0.5018
0.0056
1.4317
-0.2681
0.4082
-0.7224
0.9179
0.0657
-1.232
0.0056
1.6816
1.1471
-0.812
-0.7483
0.4395
0.2567
0.3641
0.2678
-0.0374
-1.8084
-0.6814
-0.4746
-0.2083
1.1549
-1.2594
2.0614
-0.4983
-0.064
0.9171
-0.4208
0.8009
2.0486
-0.41
-1.2583
1.8909
-0.1113
0.246
-0.1974
0.7428
-0.7899
0.7208
-0.1916
0.205
0.4865
1.0826
0.4149
-0.8846
-0.7663
-1.3294
0.5991
-0.5707
-1.2653
-0.6206
1.1694
0.062
-0.1665
-1.0137
-0.4555
-0.3691
0.0073
-0.9371
-1.009
0.3971
-0.0227
0.6703
0.7676
0.1857
-0.6464
0.0265
-0.341
0.6312
-1.4251
-1.1325
-0.1387
-1.1047
-1.0127
1.2349
-0.9003
0.7154
-1.6837
-0.3735
0.1683
0.7073
-1.096
-0.3229
1.7916
0.7605
-0.21
0.7918
0.0503
0.0028
-1.2495
-0.8169
-0.7051
-1.7162
-0.3435
0.6421
0.0893
-1.0208
-1.3507
3.8325
-0.8746
-1.9606
-0.1576
-0.7452
0.4089
-0.8972
-1.0084
1.1503
-0.729
-1.9799
0.7765
-0.4667
-1.3369
0.1415
-0.2263
-0.8681
-0.9571
-0.5244
-1.437
-0.0127
-0.1535
0.4012
0.1774
-0.1256
0.8
0.0851
0.4045
-0.6304
1.0547
1.9593
-1.0107
0.2582
-1.2981
1.3489
1.9222
1.6924
-1.0631
0.3783
-1.6905
-0.4139
-1.0585
1.7456
0.6138
1.6441
0.0853
-0.6118
-0.3449
-0.5909
-1.6734
-0.5047
-0.5354
-0.8675
-0.9044
-1.2506
-0.4483
-0.1873
-1.1823
-1.7015
-0.917
0.1577
-0.5747
0.1756
0.4874
-0.3359
0.8099
-0.5292
-0.3026
-0.0445
0.9821
3.1546
-0.1258
0.2425
0.306
-0.192
1.115
0.3023
0.6054
-0.4236
0.7961
0.6213
0.2075
-0.1269
-0.5982
-0.8001
-0.9805
-1.307
-0.0688
-0.1432
0.2723
0.7731
1.3465
-0.938
-0.9502
0.0664
-0.9228
-0.9917
-1.2179
0.5388
0.0839
0.0081
0.0996
0.5686
-1.7721
-0.5224
-0.6941
0.8472
0.4366
-1.4021
1.365
0.5534
-0.6994
-0.0763
1.0134
0.0674
0.6582
0.6139
-0.0166
-1.0777
-0.4523
-1.4834
-0.1177
-0.412
-0.189
-0.1731
-0.0062
0.539
-0.0661
-1.7672
-1.5943
-0.8771
-0.1616
0.8929
-0.0575
-2.7086
-1.0715
-0.4737
-0.7191
1.1677
1.7437
-0.0776
-0.8552
0.6623
0.2299
1.5761
0.4723
-0.4128
-1.9465
-0.1613
0.5691
-0.3214
-0.9652
-1.1672
0.0192
-0.8457
0.1356
0.3818
0.4551
-1.1251
0.2965
-0.4815
-1.2298
0.9448
0.0903
0.9745
0.5469
1.6042
-0.3359
2.5304
1.004
0.9002
-0.1598
-0.3428
0.8882
0.2756
-1.4066
0.0515
0.0792
-0.3198
1.2899
-0.0028
-0.2868
-0.2379
1.2817
-1.8161
-0.973
-0.9689
0.5163
-0.1922
-0.6632
-0.1327
0.5462
-0.8691
1.0429
1.7151
0.3505
0.8185
2.1603
0.898
1.2369
1.047
-0.2101
-0.6619
-1.0336
-0.7328
-0.3971
0.0727
149.7
1
2,847
65.04
MASTECTOMY
Breast Cancer
Breast Invasive Ductal Carcinoma
High
0
Her2
2
Positve
Negative
3
GAIN
Positive
Ductal/NST
1
Post
5
Left
18
6.07
IDC
Negative
1
HER2+
35
3
Died of Disease
-0.2879
-0.0691
0.6318
0.5027
-2.1433
1.2215
0.8845
-1.2053
1.0312
-0.5661
0.8906
0.8733
-1.273
-0.1785
1.7091
-0.3662
0.9639
1.7296
-1.1648
-0.2213
-2.443
-0.2589
-1.7262
-0.5798
1.5561
0.2456
1.2895
0.2788
1.4292
-0.7414
0.3834
0.418
-0.8001
-0.4485
0.6067
-2.4593
0.2847
-0.3477
-0.0497
0.5243
1.622
0.0228
-0.5399
-0.9434
-0.2573
-1.9219
0.5985
-2.4384
-0.7922
-0.5608
-0.1112
-2.5692
-0.5579
-1.7096
-1.1
-0.0241
-1.0411
-0.8031
1.5393
-1.7818
-1.8458
0.693
0.9773
-0.385
0.8459
-0.9857
-0.6924
-0.2487
1.6033
0.3228
0.079
-0.1102
-1.1866
-1.1703
-1.167
1.1544
1.1405
1.8389
0.2425
-0.6516
0.0421
-0.0672
0.451
2.0989
-0.0816
-0.0656
0.6471
0.0436
0.003
-0.6516
1.5098
0.8321
-0.752
0.5183
-0.3757
-1.1636
0.8907
0.2023
-1.6799
-1.0327
-2.0064
1.0572
-1.6768
-0.2102
0.0985
-1.5657
0.0829
-0.0094
0.8595
-0.5836
-2.1447
0.1797
0.1863
0.69
1.5739
0.8648
-0.9075
0.3308
-0.0029
-0.7079
0.3747
0.0809
-1.6741
-0.0128
-0.7878
0.3126
-1.0174
0.8533
0.3915
0.0132
-0.4655
2.2844
-0.1737
-1.0732
0.0624
-0.1045
-0.2715
1.2078
-0.5425
-0.1482
-1.536
-0.3898
1.5099
-0.4904
-1.0971
0.4534
0.9391
-0.1182
0.8027
0.562
-0.1916
0.2546
-0.1916
-0.8695
-0.5065
1.5281
2.7043
-0.0578
-0.062
-0.4023
-0.3415
-0.5632
-0.6487
-0.6641
0.0281
-0.2154
0.9665
2.6066
-1.3988
1.3919
-1.0362
-0.2251
0.8105
-0.8911
-1.532
-0.1742
1.2482
0.6044
-0.0546
-0.5287
-0.1849
0.1869
-0.7829
-0.2467
-0.4606
0.0072
-0.0956
-0.7449
-0.6486
-0.6156
0.8625
1.0205
1.6196
-0.3741
-0.141
-1.5299
-1.3789
-0.29
1.2629
0.2481
-0.3075
-0.7058
0.3056
0.0736
2.3126
-0.0598
0.6895
-0.2198
-0.3767
1.9295
0.9073
2.4211
1.2072
0.6243
0.5911
0.6743
0.5796
0.195
-0.3431
-0.0579
-0.3905
-0.3272
1.6673
0.6988
-0.6617
-0.8518
0.6786
0.5069
1.7982
0.0235
2.1711
0.649
0.3432
-2.0658
-0.5067
-0.6093
0.3101
-0.212
-1.0488
-0.4562
0.3388
-0.5974
0.3837
0.6311
-0.926
-1.056
0.6733
0.0512
0.7497
3.296
1.2095
-0.7927
1.2604
-0.9254
-0.3008
1.5167
-0.9929
-0.9207
0.5533
-1.8604
-0.2835
-1.5135
-0.1781
2.7413
-0.5743
-1.0156
0.4505
-0.0572
-0.5574
-1.1424
-0.4013
0.3749
-0.3784
0.3209
-0.1372
0.4541
-1.2752
-1.0524
-0.9431
0.1092
-0.2331
0.6247
1.7614
-0.3476
-1.8015
-0.126
0.1271
0.4068
0.432
0.6304
-0.3844
-0.072
-1.5771
0.7625
0.3046
0.5752
1.8937
1.0021
-0.9269
-0.0307
-0.5227
0.3908
-1.9008
-0.4938
0.2999
-0.3748
1.4646
-0.7476
-0.3785
0.0837
-0.1461
0.3256
0.1487
0.0955
0.1187
-0.6484
1.561
1.4953
-1.0978
-0.3976
2.0354
-0.4988
0.2243
-0.6796
-1.2234
2.451
-0.5255
-0.1769
0.786
0.1452
1.569
-0.0263
0.7336
0.3126
0.1439
0.4885
-0.547
-0.9093
-0.1768
0.3431
1.8595
-0.1636
0.1612
0.796
-0.3822
1.6398
-0.9633
-0.6388
-0.8082
-0.9079
-0.3377
0.1564
0.2002
-0.5393
0.3594
-0.1392
-1.162
1.0101
-0.053
0.6158
0.337
0.2812
0.0406
1.6285
0.226
0.3357
1.8136
-0.3784
-0.6292
-0.1383
1.396
0.8087
1.991
1.6596
-0.8903
0.7427
1.5688
-1.5455
-0.1258
-0.1967
-0.6405
0.5121
0.0792
-0.0584
-0.6165
-1.1806
-0.9498
-0.3555
-0.0207
1.2361
-0.1788
0.8295
0.2978
-0.0058
-0.5383
0.6915
0.0849
0.6391
0.0497
0.7531
-1.7216
1.1981
-1.575
0.6269
0.3794
1.1106
-0.6973
-0.9469
1.6119
0.232
-0.9062
-0.973
1.3139
-0.2792
0.3917
0.6255
-2.5941
-0.1725
-0.6456
-0.0249
1.5674
-0.4641
0.2363
0.1697
-0.0662
1.4778
1.3559
0.716
-0.0457
0.9423
-0.8025
-0.8643
-1.2022
-1.2742
0.1445
-0.2248
-0.9877
-1.0736
-2.0542
1.3845
-0.5487
2.3823
-0.5966
0.8057
-0.5275
5.2496
0.0452
-0.027
0.7966
-0.5337
-0.4003
-0.9046
0.806
-0.2172
0.3488
-0.8343
0.2942
-0.3424
-0.0038
-0.0358
-1.2328
0.8992
0.0836
0.4227
0.2523
0.454
-0.4046
-1.2339
0.6809
0.8998
0.8351
-1.1802
-1.0033
-0.0505
-1.0633
-0.165
-0.3886
0.4382
0.0677
0.14
-0.0391
1.225
0.093
-0.5795
-0.5271
0.7448
-0.3742
0.5911
1.8197
39.533333
1
2,848
60.11
MASTECTOMY
Breast Cancer
Breast Invasive Ductal Carcinoma
Moderate
0
LumA
2
Positve
Positive
2
NEUTRAL
Negative
Ductal/NST
1
Post
3
Right
1
4.03
IDC
Positive
0
ER+/HER2- Low Prolif
15
2
Died of Other Causes
0.467
1.9303
-0.0923
2.0163
-1.09
-0.941
-0.3857
-2.6887
-1.473
-1.1766
-0.0002
0.3317
0.721
-0.4425
-0.242
0.3271
0.0889
-0.6317
-0.1614
-0.5375
-1.6095
-0.8672
-1.3711
0.162
-0.3392
-0.864
-0.9538
-0.8075
-0.551
0.5159
-0.3923
0.2668
0.6662
0.1631
1.7519
-1.3693
2.5665
-0.2875
0.365
-0.9596
-0.8834
0.1251
-1.3661
1.6432
-0.6463
-0.4165
-0.7668
-1.4545
-0.1741
-0.5969
0.1068
-0.3018
0.5471
-0.0624
-1.4341
-0.9886
-1.4029
-1.5575
0.7914
0.6977
-1.466
0.5136
0.5299
-2.6166
0.0923
0.5268
-1.0216
-0.1285
-0.3799
-0.2033
0.7553
-0.3587
-1.7681
-0.9469
-0.7564
-0.3735
-1.1339
1.7573
-0.3997
1.1289
-0.4621
-1.414
-0.4802
0.5853
-1.0346
-0.675
0.2141
-0.4292
-0.9417
-0.6053
0.3884
-0.7249
-0.8853
1.1113
0.8403
-1.7422
1.3606
1.0299
-1.6455
1.7224
-0.6373
1.1861
-0.9757
0.2043
0.1921
-0.54
-0.5749
-0.5269
1.4444
-0.5706
-1.6128
1
-0.2127
0.5761
-1.3478
-0.6161
-0.8503
-0.2288
-0.0044
-0.7515
-1.0868
0.3665
-0.3952
0.4299
0.6552
0.304
-0.7487
-0.8319
0.4055
1.0108
0.3373
2.2909
-0.306
-0.5893
0.8029
-1.5361
-0.9937
0.0316
-1.1449
-0.6263
-2.2458
-1.2686
-0.1152
-0.2883
0.512
1.5797
0.8017
0.0661
1.2744
0.3892
-0.4751
-1.0795
-0.2455
-0.7427
-1.0998
1.2092
0.0701
-0.5662
-0.8138
0.9724
0.0417
-0.7155
-0.7442
1.0381
-0.5524
0.2381
-1.0263
0.1713
1.761
-0.3699
-1.4073
0.3034
1.2244
0.3783
-0.033
0.8422
0.1457
-0.1768
1.4147
0.4364
1.3067
-0.5117
0.1134
-0.3447
-0.5918
-0.7452
0.4715
0.9351
1.0415
-0.2547
0.3249
-0.0039
-0.5683
-0.6855
0.5003
-0.6568
0.7495
-0.081
-0.2788
0.2995
1.0613
0.6643
-0.5396
0.0649
0.2887
0.9655
1.4476
0.4584
2.1982
2.5756
-0.8493
0.0583
-0.6936
1.7145
1.9047
-0.5337
-0.7044
0.5254
-0.2275
-0.5683
-0.4291
0.6086
1.4083
1.0316
0.8749
-0.1692
-0.2173
0.8042
0.4738
0.029
-0.1866
1.5365
1.2704
-1.9267
-0.3617
-1.304
0.6735
-0.6945
-0.5825
-1.0938
0.2539
-0.8366
-0.2731
1.5257
0.0929
0.3168
-0.1239
0.4435
1.0402
0.601
0.4249
0.2179
-1.4431
-1.3224
-1.5031
0.7085
-0.1748
-0.5788
-0.2616
-0.5796
-1.2468
-2.0207
-0.2343
0.6999
0.3471
0.9321
1.171
0.9552
0.8061
1.3715
0.0262
-0.3365
-0.5266
1.0851
-0.7533
-1.1731
-0.6888
-1.1175
-2.4494
-0.0807
-0.3128
-1.2688
0.6963
-0.3868
-1.1891
-0.0366
1.876
0.452
1.3378
-0.1494
-0.5298
-0.3126
-1.0891
-0.9739
-0.3647
-0.4315
-0.3252
-0.1968
-0.484
1.8253
-0.0441
-0.2697
0.0015
-1.7928
1.0256
-1.2495
-0.1606
-0.9289
0.4279
1.233
-0.8407
0.7321
0.2595
-0.3986
0.7747
1.001
-0.3981
0.471
-0.3401
-0.6026
0.1823
-1.1342
-1.3641
0.4597
-0.5062
0.7319
-0.3402
-1.1893
-0.4721
0.4018
-0.3919
1.3313
0.1934
1.1251
-1.6583
0.1048
-0.1355
0.1659
-0.4658
-0.7971
-1.4373
0.267
-0.2899
-1.1746
1.4
1.103
0.2393
-0.009
-0.584
-1.4198
0.3907
-0.0569
-0.047
-0.8592
1.1297
-0.673
-0.7404
1.1558
0.6531
2.4436
0.4454
0.1399
-0.4853
0.078
-0.4704
0.7872
-1.1961
0.0799
-0.5747
0.0466
-0.0378
0.1037
0.271
0.5109
-1.4749
1.0396
0.2986
0.6505
-0.4003
0.2526
1.322
-1.791
1.2032
-0.4785
0.4701
0.1334
0.1697
-1.4961
1.7389
0.0523
-0.0189
0.2469
0.3141
0.129
0.43
1.4027
0.8266
0.0291
0.3677
-0.0772
-1.139
0.3697
-1.6451
0.6704
0.079
-1.3969
-0.8201
-0.2914
0.6442
-0.3793
-0.7021
-1.2287
1.4688
-0.4703
3.394
1.1619
-2.1501
-0.0569
-0.3915
-0.9372
0.6045
1.5004
-0.4705
0.2647
0.1024
0.5405
1.3787
0.3217
0.566
0.1729
-0.4508
0.022
-1.0192
-0.5443
-0.3476
-0.1564
0.0108
-0.1027
0.5848
0.5081
-0.106
4.5837
-0.4663
1.0632
-1.2759
-1.0289
0.1207
-0.3442
-0.329
0.0006
-0.0049
0.0532
0.1591
-1.5507
0.3037
-0.5493
-0.4303
-1.0262
1.7932
1.4162
1.0085
0.7464
0.4555
0.1181
0.6792
-0.3485
-1.3185
0.2229
1.3414
-0.2078
1.9871
-1.5238
-0.0447
-1.1222
1.7708
-0.1774
-0.3234
0.794
-0.199
-0.1978
0.3657
-0.9468
-0.5793
-0.4237
0.287
-1.2957
-0.5544
-1.0656
-0.6982
227.733333
1
2,849
60.65
MASTECTOMY
Breast Cancer
Breast Invasive Ductal Carcinoma
Moderate
0
Basal
2
Negative
Negative
3
NEUTRAL
Negative
Ductal/NST
1
Post
9
Right
0
4.052
IDC
Negative
1
ER-/HER2-
26
1
Died of Disease
-0.1859
-0.7105
0.9479
-0.4464
-2.0902
0.9815
0.9311
-1.1878
-0.2905
0.034
-1.2991
0.0292
0.1002
1.7525
1.2721
-1.125
1.9172
-0.4536
0.4967
-0.1322
-2.2236
-0.681
0.0996
-0.3919
0.2245
-0.0144
0.3737
-0.6151
0.5052
-0.9551
-0.6487
-0.0145
0.3377
1.9016
1.6869
0.1494
-0.2334
-0.4558
-1.202
0.8758
0.3874
1.0857
-0.8287
-1.6007
0.1217
-0.6078
0.5414
-2.1458
1.5183
1.2737
0.2489
-0.1882
1.5764
-0.0392
-1.8366
-1.4147
-1.6188
0.796
0.0789
-1.0747
-0.9335
0.6108
0.1936
-2.3291
-0.2188
-0.6998
-0.3463
-1.6619
-0.3154
1.0835
-1.0773
0.0038
-0.3316
-1.4662
-0.6069
1.7859
0.2126
0.5275
-0.5681
0.4624
-0.4933
-1.143
-0.7634
-0.8035
-1.02
-0.7472
-2.2897
-0.5346
-1.3163
-0.7386
0.1585
-1.1121
-0.6515
0.3501
2.4261
-1.3066
-0.9235
1.1179
0.3617
1.5933
-2.1966
0.6993
-1.5431
-0.8109
-0.9789
-0.4513
-0.466
-0.8101
1.1218
-0.9325
1.1234
0.3195
-1.0225
-0.3933
-0.4504
-1.061
-0.4534
-0.091
1.0144
-1.2904
0.6745
-1.2618
-0.9761
1.0487
0.6506
4.9085
-0.5709
-0.9091
-1.1821
-0.0173
-1.6216
1.0668
-0.469
-0.9022
0.1212
-0.837
0.2811
1.117
-1.0055
-1.0942
-1.0379
-2.435
1.2993
-0.2852
0.0558
2.24
0.5372
-0.7427
-0.406
0.4476
-0.5827
-2.5876
6.8218
-0.5046
1.0332
-0.1409
-0.8026
-2.1741
-1.1945
0.5788
-0.5349
-0.9677
1.6562
1.2706
-1.1124
-0.181
0.7178
-0.728
0.5693
0.6902
0.1221
0.3642
0.5581
-0.8529
-1.7694
-1.1056
-0.8912
0.533
0.6461
-0.0229
-0.0727
-0.0963
-0.1723
0.0924
0.5945
3.4889
0.7347
0.0749
0.3196
0.5389
-0.3127
-0.5908
2.5763
0.9765
-0.7247
-0.9365
0.119
-0.4045
1.37
1.2416
0.6275
-0.9865
-0.7365
0.27
1.6361
-0.4061
0.3854
2.6942
-0.7735
3.0435
1.6577
-0.3204
-0.0447
2.664
0.2687
-0.6538
-0.1885
-0.9622
0.3961
1.4295
-0.0808
-1.3444
0.8268
1.0756
0.9383
1.1682
0.4152
0.3899
1.2309
0.9713
-0.2841
0.2067
-0.1907
-1.2486
-0.8045
-0.7916
0.5529
-0.9814
-1.031
-0.8043
-0.6173
-0.7711
-1.0003
1.361
-0.6298
-1.5259
0.4206
2.2906
-0.1747
0.223
0.3242
0.2729
0.0291
-0.7087
-1.1367
-1.0624
-0.5586
-0.7274
-0.1052
-1.0567
-1.6236
-1.3982
0.3769
-1.9564
0.5117
-1.0849
-1.0015
-0.2955
0.3949
-0.696
-0.6426
0.1271
0.4596
-1.3404
0.4312
-0.5902
-1.129
-1.4933
-0.409
0.4825
-1.9442
-0.4647
-0.8189
0.5458
-1.3908
-1.3968
0.0268
3.8292
-0.512
-1.2537
0.7953
-0.5504
0.6665
1.0324
-1.9237
-0.8989
-1.0147
0.9888
-1.2282
-1.1027
-0.1717
-0.3241
-0.5964
0.755
0.3786
2.6431
0.0962
-0.6352
-0.4999
0.0165
0.7979
3.6169
0.5679
0.2506
0.1051
-0.1937
-0.6754
-1.1574
-2.9753
-1.2871
0.2743
-0.3991
-0.2522
-0.2265
-0.4825
1.9868
0.1572
0.2452
0.0471
0.7635
0.2513
-0.3689
-0.9492
-0.2528
0.2475
-1.3406
0.0227
-0.3746
-0.1443
-1.1127
0.3796
0.3035
1.1788
-0.2583
-0.4995
-0.1089
-0.866
-1.0247
-0.4307
-0.8527
-1.0045
0.2891
0.8351
-0.6569
1.2316
1.0673
0.8109
1.1942
-0.4563
0.3756
-0.1093
0.8043
-0.1341
0.6501
-0.2878
-1.3116
-0.6191
-0.6212
-0.1364
-0.1104
-0.5582
0.2233
1.5849
0.6183
-0.2297
0.0121
-0.5744
-1.2294
0.8554
1.82
0.4432
-1.4377
0.014
1.5663
0.2032
-1.2309
2.6567
-0.1563
1.7658
-0.1908
-0.7078
-0.5207
-0.2009
0.633
-0.904
-0.1826
-0.8615
0.4718
0.2235
1.0442
-1.737
-0.7396
-1.7493
0.7234
-2.073
-0.8013
-0.4562
-1.1363
1.372
0.9996
-1.244
-1.7217
4.2129
-0.0124
0.9386
-0.7335
-1.8714
0.1581
-0.98
0.1049
2.1338
-0.0302
0.127
0.2621
-0.122
-1.1919
1.6743
0.22
-0.4315
0.3591
4.0985
2.3895
3.264
-0.4076
0.3748
-0.3631
1.0755
-0.6862
0.3116
0.7348
-1.0223
0.8969
-0.1653
0.4587
0.8833
0.0586
0.4049
5.5959
-0.4113
-0.775
-0.7975
0.4782
1.285
-0.7835
-0.5816
1.3056
-0.3061
-1.8383
0.0059
1.0954
0.5723
3.9036
0.1323
-0.6064
-0.6433
0.8097
-0.7751
-0.4037
0.7858
-0.3304
-0.4919
-1.3408
0.1958
-0.1587
-0.6766
2.8513
-1.4614
0.3651
1.2183
3.9451
3.885
1.2173
-1.2252
1.0273
-1.678
-0.8498
-0.4533
-0.0403
1.1923
43.2
1
2,850
31.48
MASTECTOMY
Breast Cancer
Breast Invasive Ductal Carcinoma
Moderate
1
claudin-low
2
Negative
Negative
3
NEUTRAL
Negative
Ductal/NST
0
Pre
10
Right
11
6.062
IDC
Negative
1
null
31
3
Died of Disease
-0.107
0.5429
-0.8213
1.1497
-0.41
-0.0184
-1.0498
-0.7331
1.0847
-2.1082
-0.006
-0.2708
-0.8703
1.581
1.556
0.297
1.0125
-0.2405
-0.4383
-1.2976
-0.4491
-0.5127
-0.1629
0.8003
0.7182
0.8733
1.1262
-0.4406
0.4418
-0.5079
1.2697
2.7558
0.9041
2.3576
1.9746
1.6143
-0.4894
1.5726
0.7514
1.7397
1.1874
1.5577
0.347
-0.2828
-0.3283
-0.3433
-0.08
-1.596
1.5427
1.2087
0.9657
-1.4608
0.8357
0.0695
-1.5976
-0.9227
-1.3212
-0.0974
1.4389
-0.3022
-0.6438
1.7597
-0.0624
-1.0854
0.6483
-0.2167
2.4702
0.572
0.4864
0.0539
-0.6361
0.3662
-1.363
-1.5826
0.9719
1.1871
-1.6561
0.9716
0.9767
0.5555
2.282
-0.9624
0.0881
-0.6632
-1.1893
0.3211
0.1145
-1.1581
-1.4863
0.9953
0.4852
4.6378
2.0655
-0.9116
0.3962
-1.7955
-1.0312
0.0571
-0.5352
-0.0115
-0.7837
0.1318
-0.0584
3.4571
2.2816
1.5934
2.1014
4.9676
2.4999
-0.7007
0.2645
1.0426
-0.9646
0.8487
-2.1589
-0.2734
-1.1567
1.6432
-0.5183
1.131
0.4073
-0.6617
0.1745
-1.936
-0.0327
-2.6382
-0.5078
0.2651
-0.6935
1.1482
0.0051
1.6133
-0.9302
-0.9376
0.191
-0.3307
0.2465
0.9661
-0.974
-0.4189
0.0265
-0.8838
0.5383
0.015
1.8491
1.7359
1.3197
1.0183
-0.1181
-0.2845
0.114
-1.0681
1.0663
0.2577
0.2058
0.8383
-1.5674
-1.2946
-0.9222
3.2149
-0.8856
-0.5594
3.0637
1.3443
0.83
0.5794
-1.1618
-0.8449
-0.2459
0.3914
-0.7969
1.9829
-1.0421
1.29
-1.1975
-0.3118
-0.12
0.2288
0.4326
-0.2876
1.1402
-1.3357
2.4443
-0.4273
0.7464
1.2049
0.9265
-1.0481
-0.2122
0.2572
-0.0031
-0.3916
0.7622
2.3098
1.1833
-1.7133
-0.5448
-0.5641
0.4229
-1.1045
0.1005
-0.8266
-0.9018
0.2352
-0.4318
0.8492
-0.8346
0.8215
-0.5492
-0.0988
-0.2549
-2.0524
-0.0927
-0.8319
-0.6182
-0.1537
0.4251
0.0561
1.562
0.4226
0.2252
-1.3011
-0.0672
2.9561
1.4127
-0.4116
0.7124
1.7429
-1.2316
-1.8165
-1.3825
1.1346
-0.3689
-1.0295
0.808
0.9267
-0.3726
-0.3603
0.5256
-0.2963
-1.5831
-0.1402
-1.8345
0.9958
0.504
1.4986
0.6956
0.2636
-0.864
-0.5417
1.5492
-0.0291
-0.6823
-2.1369
1.8955
-0.8895
0.2712
-0.2119
-0.8471
-0.4243
1.0293
-0.7822
-0.2771
-1.4429
0.0827
-0.5925
0.7616
0.9762
0.8364
-0.7306
-0.7109
-1.0017
-0.6467
-1.2495
0.463
-1.0837
0.8851
0.1013
-0.6413
1.4421
-1.4761
-0.6903
-1.085
-0.8161
-1.7588
0.0464
0.1007
0.7465
-0.9666
-0.7999
0.9448
-0.3012
-0.6798
0.4428
0.7939
-0.1679
-0.6575
0.0421
-0.052
-0.7339
0.1974
-1.5636
-1.4725
1.0288
-0.2064
1.3564
1.2203
-2.5375
0.3927
0.5636
-0.5222
0.0228
0.9625
-0.5277
-0.8902
-0.6424
-0.1727
-0.7978
-0.2192
0.4061
0.5155
-1.3723
1.3122
-1.0859
-0.2477
1.8428
1.0256
1.5169
0.8677
-2.8409
-0.4863
-1.1289
2.9492
0.3463
-0.9091
-1.7292
-1.4004
1.0762
0.3178
-0.4176
-0.5951
0.5403
0.0277
1.418
-0.1427
0.4336
-0.7527
-0.6624
0.0284
0.4866
-1.2139
0.9375
-0.4675
-0.5452
0.6943
0.2608
3.1743
-0.7128
0.3597
0.6615
-1.2723
0.424
0.8385
0.135
-0.1839
-0.2451
-0.8432
-1.4232
0.3104
-0.0423
0.4453
-0.7144
0.467
1.0212
-0.4136
-1.3965
-0.4554
1.1324
0.9108
-0.1392
-0.0059
-1.4777
0.468
0.3323
0.9317
-1.1805
-1.069
-0.5075
0.3058
-0.1145
0.6224
2.3127
-0.5605
3.2576
-0.8622
0.49
-0.4169
-0.6091
0.1064
-0.4004
-0.8042
-0.0614
-1.3269
-0.3797
1.0587
0.0141
1.0346
-0.2712
-0.1964
0.1595
-1.7906
0.0292
0.6911
0.5363
-0.034
-0.0948
-1.9887
2.8301
-0.7975
0.4541
1.1267
-0.1046
0.9773
1.4757
-0.3482
1.5714
-1.9068
1.5578
-0.1447
-0.0133
0.4105
1.6847
0.6108
-0.7553
-1.8145
-0.1495
-1.0534
0.1038
-0.4823
1.2297
-1.1274
-1.1518
0.3077
-0.8946
-0.0496
0.0697
-0.9755
0.247
-1.5128
-0.5429
-0.5941
1.1626
-0.3267
-0.1127
-0.1935
1.5181
-0.9405
-0.8572
0.4466
-0.8674
-1.4978
-0.6547
1.047
-1.4238
0.466
0.2131
-1.8391
-0.303
-0.6401
1.2876
0.8137
0.6633
0.2124
-2.1182
-0.7695
1.312
-0.9482
0.413
1.2029
1.668
-0.9637
0.2515
-1.8076
-0.3925
-0.2622
-1.3756
-0.5699
-0.2262
-0.7289
9.433333
1
2,851
58.69
BREAST CONSERVING
Breast Cancer
Breast Mixed Ductal and Lobular Carcinoma
High
0
LumA
2
Positve
Positive
3
NEUTRAL
Negative
Mixed
1
Post
4ER+
Right
0
4.032
MDLC
Positive
1
ER+/HER2- Low Prolif
16
1
Died of Disease
-0.0974
2.1637
-1.1635
1.0675
-1.6678
2.0436
-0.6041
-1.0526
0.6884
-0.911
0.0531
-0.6675
0.6892
-0.6064
0.2055
-0.2906
-0.8131
-0.1952
-0.5215
-0.5355
-1.0559
-1.3959
-0.5141
0.2673
-0.105
-0.3289
-0.6669
-0.3703
-0.9507
-0.5785
0.775
0.1864
0.5115
0.1651
0.1551
-0.3179
0.6935
-0.0426
-0.2338
-0.4116
-0.2487
0.0887
-0.6925
-0.9119
-0.9199
-1.308
-0.7621
-0.985
0.1144
-0.3205
-0.1514
-0.9084
-0.24
0.0904
-0.5569
-1.7359
-2.2993
-0.8564
-0.2259
0.2446
-1.188
0.8305
-0.2804
-1.6119
0.5587
0.1813
-0.4607
-0.436
0.3487
0.3484
0.1913
-0.3193
-1.3014
-0.9632
0.0818
0.4226
-0.5324
0.3541
1.0013
0.0855
-0.0351
-0.5418
-0.3282
-0.5449
-1.8637
-1.9109
-0.7235
-0.7087
-1.4312
-0.0036
1.8593
0.3269
-0.3
0.4539
-0.3798
-1.2415
0.1782
0.4985
-1.5297
-0.1048
-0.0695
0.0835
-0.3639
-0.9532
-0.0877
0.5962
0.6099
-0.0903
1.5702
-0.0221
0.62
1.1632
-0.4042
0.9566
-1.1645
-0.3008
-0.4435
-0.4912
-0.5965
-1.2697
0.0093
0.7264
-0.0215
-0.1649
-0.7211
-1.333
-0.4946
-0.3157
0.4461
0.8878
-0.8845
-0.1861
0.0659
0.0865
0.7364
-1.7468
-1.5639
0.436
-1.348
-1.4332
-1.9512
0.1199
-0.9788
-1.098
0.3946
0.2203
-0.2007
0.6495
0.7806
-0.317
1.2557
-0.1264
0.1195
-0.6323
-0.9422
1.3302
-0.4757
-1.0009
-0.806
0.5686
0.0332
-0.2678
1.9824
0.4839
-0.4026
0.6323
-0.3432
-0.4059
-0.1971
-0.2014
-1.1106
0.6698
0.4044
0.8058
0.9042
5.0703
1.8722
-0.3829
0.9457
1.1307
0.0686
-0.224
1.9796
-1.1867
-0.4801
-1.2688
0.2935
-1.3322
-0.5583
0.8382
0.8884
0.6201
0.8145
-0.2762
0.1522
-1.0152
0.1914
-0.2709
-0.0811
0.4769
0.2574
-1.0647
-0.4538
0.3185
0.1865
0.26
1.5905
-0.6752
-0.0692
1.1103
-0.7453
0.1373
2.2736
1.9798
1.8407
-0.5816
-0.0637
0.0722
-1.0222
0.2395
0.4306
1.2594
-0.0455
0.2942
0.1429
-0.2805
-0.1772
-0.1851
-0.0827
0.1434
-0.283
1.4345
1.2517
-2.0332
-0.3753
0.0473
0.7332
0.7063
-0.7853
0.1419
-0.6564
0.2274
0.4941
0.3111
0.1725
1.6435
-0.0861
0.1433
1.3504
0.318
0.1573
-0.152
-2.0175
-0.4439
-0.8158
0.7771
0.3801
-0.1533
0.091
-0.4791
0.1685
-2.0298
0.1177
1.1634
-0.0304
0.2194
0.7721
1.857
0.6933
1.773
0.9661
-0.7371
-0.334
1.5353
-1
-1.2757
0.3642
-1.4139
0.7551
0.3324
-0.579
-1.2388
1.1483
-0.5271
-1.6164
0.0109
0.5847
-2.3741
0.4853
0.1215
0.6979
0.3354
-1.1334
0.2354
-0.1852
0.1769
0.1718
-0.0564
0.154
1.1863
0.4247
-0.9753
0.6851
-0.5497
-1.3077
-1.6731
-0.0328
-0.8633
0.6043
1.2628
-0.6133
1.7942
1.7154
-0.8162
1.5537
1.2387
2.1736
-0.654
-1.9622
0.0088
0.1347
0.3593
-0.6864
0.4623
-0.8981
2.7513
-0.1356
0.0227
-0.481
0.1003
0.4449
1.1038
0.3903
1.2098
-0.8106
-0.9599
0.5301
0.4064
-0.0548
-0.8216
-1.1473
0.6942
-0.8647
-1.071
-0.8432
1.7113
0.1805
2.9047
1.4548
-1.6468
0.0609
-0.0269
0.1853
-0.4321
0.7634
-0.4625
-0.3393
0.5524
0.8651
1.3525
0.4626
0.6601
0.2956
-0.5095
-0.4223
-1.1138
-1.5201
-0.8452
-0.3874
0.8565
-1.1805
0.0084
0.0144
1.2523
-0.0943
1.4232
-0.1128
0.6076
1.0977
1.0208
1.077
0.415
1.2351
0.374
-0.4953
-0.6761
-0.3485
-0.7681
1.9366
-0.1612
-2.1731
0.2741
0.0918
0.6844
0.8399
-0.447
0.6628
0.2858
1.1637
-0.8254
0.1136
-1.3996
-1.4219
1.5213
-1.1203
-1.1606
0.9329
0.9603
0.2643
-0.5757
-1.148
-0.8017
0.7995
0.0375
1.1787
0.871
-2.2596
-0.1376
0.6565
0.2783
0.2692
-0.2964
-0.577
-0.288
-0.5813
1.3967
0.9877
0.8332
1.5514
0.9196
0.0939
1.0257
-0.1981
0.3863
-0.4345
-0.2317
-0.3039
-0.2534
0.0076
-0.0126
0.1037
2.3407
-0.8411
0.2275
0.1502
-0.1739
0.2761
-0.21
0.4845
2.5231
0.1234
0.4444
0.6186
-0.7856
3.0222
-0.8539
0.3677
-0.8472
1.889
-0.0339
-0.4241
0.2333
-0.6242
0.4202
0.4774
-0.1903
-1.0664
0.1126
-0.2684
0.5164
1.8537
-0.7121
0.5669
-2.0125
-0.3603
0.885
-0.625
-0.4454
1.14
0.3113
-0.2352
-0.0857
0.0071
-1.0001
-0.4659
0.48
-0.4334
-0.3337
-0.7222
159
1
2,853
36.25
BREAST CONSERVING
Breast Cancer
Breast Invasive Mixed Mucinous Carcinoma
Moderate
0
LumB
2
Positve
Positive
2
NEUTRAL
Negative
Mucinous
0
Pre
6
Right
0
3.046
IMMC
Negative
1
ER+/HER2- High Prolif
23
1
Living
1.6203
0.4218
-0.557
0.9899
-2.2413
0.7626
0.4437
-1.1976
-0.9788
-0.566
0.9411
-1.4636
0.6956
1.0274
0.7758
0.6096
1.6122
1.0956
0.3694
0.2583
-1.1898
-0.8561
-0.6877
-0.7189
0.88
0.7077
-0.821
-0.6747
0.1726
1.9498
-0.5999
-0.9298
-0.8414
-0.0577
0.8341
0.1199
0.2499
2.8113
1.6283
0.565
-0.6629
0.7753
-0.3584
-0.6733
0.3005
-0.6028
-2.3173
-1.191
0.1
-1.2189
-1.27
-0.2445
-1.3842
-1.5387
-0.2737
0.0934
-2.2228
-1.455
0.9801
1.7594
-0.8813
0.2655
-1.6617
-0.8219
-1.8054
-0.9099
-0.9916
-0.4691
-1.3238
-0.8709
-0.3371
0.7792
-0.623
-1.7772
-0.0323
0.1017
0.911
2.0114
-0.1174
2.095
-0.1687
0.4446
-1.2252
1.8343
-1.0649
-0.0749
0.8387
0.5547
-0.8305
-0.6777
-1.281
-1.7743
1.0464
0.1371
-0.1078
-0.6583
0.2348
-0.1213
-1.5419
0.5392
-0.2735
1.3804
-0.2483
-0.8927
0.9131
-1.4086
0.8674
-0.3367
-0.939
-0.3261
0.9868
0.1088
-0.4239
-0.3624
-0.7572
-0.0888
-0.8019
0.2982
0.2659
-0.4195
-0.2145
1.3295
1.3525
-0.0382
0.5433
1.4163
-0.444
1.0319
-1.175
1.0305
0.4283
-0.5037
-1.2419
2.0977
0.6151
-0.72
-0.6114
-0.4514
-0.732
-0.2254
-1.1245
0.7154
-0.6598
-0.1407
0.3212
-0.2867
-0.7803
0.5929
0.9807
-0.3472
-0.5996
-0.7452
-0.4426
0.9849
1.4893
-0.0071
-0.5774
-0.0949
-0.0164
-1.2575
-0.9098
2.5293
-0.4855
0.5258
-0.8445
-0.9044
-1.0433
-0.4049
-0.2686
-1.3675
-1.5667
-0.6676
1.0088
0.8935
1.1641
-0.5509
0.616
-0.4648
-0.4621
0.1659
-0.4896
-0.1302
0.3281
-1.5741
0.8189
-1.2424
-1.3422
0.294
2.3028
-0.1826
-0.8243
-1.2882
-0.3622
-0.2161
2.2313
-1.303
0.8636
0.565
1.5926
-0.7462
-0.696
-0.4156
1.3483
0.7958
-0.1688
-0.4894
-0.7666
-0.4456
-0.5015
-0.5232
0.1969
0.3724
-0.7808
1.0006
-0.7376
-0.3439
-0.5491
-0.2977
-1.1589
0.9061
-0.2822
0.0321
1.1616
-0.4309
-0.1512
-0.1046
0.0911
-0.5485
0.2246
0.5883
-0.0283
0.1568
-0.276
-0.3759
0.2917
0.2411
-0.253
-0.771
-0.8119
-0.3427
-0.2462
-0.2395
-0.2888
0.5157
0.564
0.4583
1.5704
-0.6988
0.7135
0.5846
1.4482
-1.1247
-0.1405
0.6131
0.7384
1.3484
0.4387
0.5735
1.6328
-0.1385
0.3005
-1.0075
1.3064
1.9784
-1.7642
-0.7333
-0.2363
0.5009
0.1483
-0.5649
1.1833
-0.6725
-0.3278
-0.22
-0.0711
1.2429
-0.6279
0.9054
-0.8177
0.3526
1.1225
-1.3191
0.2685
-0.2324
-1.5109
-1.3583
-0.7891
-0.2376
-0.7495
2.2816
0.2171
-0.1957
-0.9451
-0.3549
-1.0958
0.1322
0.1042
1.4249
-0.4745
-0.7397
-1.2659
-1.0631
1.1854
0.8058
0.8804
0.8283
-0.2221
0.0183
-0.1268
-0.7522
-0.063
0.0552
0.2452
-0.404
1.3705
-0.1486
0.0529
0.5025
-1.8371
1.3867
-1.7475
-0.6488
-0.7389
0.3786
-0.565
1.1746
-0.7362
-0.8481
1.3832
0.1163
-0.2138
-0.4798
-0.4555
-0.2348
0.2935
-0.4267
-1.8153
0.0671
-0.7991
-0.1905
-0.9238
1.3068
-0.6298
0.1571
1.4459
0.1784
-0.4877
-0.8434
0.8235
0.3579
-1.2391
0.9975
2.3734
0.1387
0.9992
-0.7768
-0.1152
0.9813
-0.2934
-1.1137
0.5482
0.8468
2.2746
-0.3445
-0.669
0.8165
0.2365
0.4495
-0.2187
-0.3038
0.3773
0.4469
0.1204
2.0311
-0.2966
1.8813
-0.6781
-0.5301
-0.4147
-0.3632
0.391
-1.193
0.1812
1.5203
0.8507
-0.7695
0.2014
1.0752
0.4224
0.939
-1.049
-2.8651
-0.1753
0.6798
-0.5404
-1.1216
1.4976
-0.452
0.4044
0.1609
-0.0612
-0.6593
-1.2167
0.1953
1.3624
0.209
0.2992
0.0784
-0.0297
1.1023
-0.2352
-0.7637
1.2887
-1.2072
1.3184
-0.221
-1.5245
1.2088
-0.351
-0.0847
-0.4557
-0.1063
-0.3684
-0.1821
0.3042
-1.3257
1.046
0.4233
0.8913
-0.0349
0.872
0.6259
0.2403
-0.22
-1.1822
0.3244
-1.0711
0.3302
-0.5
0.598
1.1022
1.1988
2.5495
1.2192
-1.3988
0.2693
-1.1212
-0.1237
-0.1441
0.3304
0.0135
-0.1245
-0.5151
-0.3929
2.0265
-0.6197
1.8881
-0.616
-0.0989
0.0746
1.0955
-0.3682
-0.9951
-0.9409
0.2785
-0.0149
-1.5397
-0.097
-0.8656
0.2827
0.005
-0.4067
1.033
-0.4114
1.3699
0.0753
0.6286
-1.5201
0.3432
-0.4024
0.1481
-1.0096
0.1215
-0.7123
-1.2924
-1.0169
2.2528
-1.0464
2.1297
269.633333
0
2,854
61.53
MASTECTOMY
Breast Cancer
Breast Invasive Lobular Carcinoma
High
0
LumA
2
Positve
Positive
2
NEUTRAL
Negative
Lobular
1
Post
7
Left
0
3.044
ILC
Negative
0
ER+/HER2- Low Prolif
22
1
Living
-0.3106
-0.7214
0.8527
0.911
-0.3791
0.862
-1.8737
-0.3714
-0.6636
0.8113
1.2235
0.2284
-0.8541
0.6671
-0.7603
0.2923
-0.3454
1.165
-1.2899
1.5865
-1.8731
-0.9727
-1.9192
-0.6127
0.9214
-0.2877
-0.6853
-0.4186
-0.6112
0.4766
0.0798
-0.3996
-0.8299
-0.6936
1.1428
0.677
-0.4347
1.6065
0.1168
-0.0546
0.3739
-0.8225
1.2237
-0.8063
-0.4874
-0.3739
-0.5691
-2.1839
-0.6146
-0.2812
-0.1347
-0.4171
-0.2688
1.6243
-1.0761
-2.0202
-2.8816
-1.0329
1.4555
-0.5056
-0.4462
1.6606
-0.1786
-0.2365
-0.5048
-0.9811
1.2435
-1.1537
-1.0761
-0.9827
0.662
0.7377
-0.6385
-1.7143
1.2076
0.0603
-0.2383
-0.396
0.2754
1.7744
-0.4696
-0.584
-0.9321
1.0685
-2.2205
-0.6876
0.906
-1.4302
-0.8133
-1.6349
0.5175
-0.0524
0.7346
-1.427
-1.2708
-1.4635
-0.7082
1.4805
-1.3822
0.4055
0.9845
0.2954
-0.6971
-0.8397
-1.1306
-1.3298
-0.5504
0.4383
-0.0177
1.4114
-1.0535
0.9721
-0.3507
-0.6923
-1.1316
-0.8507
-1.0973
0.069
0.3711
-2.0511
-0.2502
0.4042
1.168
0.9472
0.4007
-0.0425
-0.4542
-0.2423
-0.2731
0.1017
-1.3579
-0.3716
0.5134
-0.9341
0.4627
-0.8488
-1.2066
-1.5626
-1.0288
-0.3671
-1.7495
-0.8469
-0.5444
-0.9657
-0.6891
-0.9467
-0.1253
0.4922
0.7216
-0.1455
-0.17
-0.8767
-0.1423
0.5636
0.361
-1.5422
0.2473
0.5341
0.0067
-0.7822
-0.2704
-0.6235
-0.1319
-0.3236
-0.2091
-0.1361
-0.2262
-0.3903
0.5933
-0.5019
-1.4808
-0.1352
-0.2026
1.9795
1.3738
-0.6263
-0.0782
0.7643
-0.8641
-1.694
0.3113
0.531
0.0856
-0.4204
-1.2546
-0.0201
-1.3359
-0.764
0
1.5208
-0.8934
-0.7044
-0.7781
-0.8112
-0.9006
-1.3421
1.1889
-0.4697
-1.2055
-0.6711
-0.6137
-1.3849
0.2287
0.7402
-0.2691
-0.5769
-1.6538
-0.6824
-0.4207
-0.7733
-0.948
-1.4565
-0.9526
0.6298
-1.2408
-0.5178
-0.5719
0.1064
1.5279
-0.2007
1.5515
-1.3096
1.5007
-0.9524
-1.974
1.31
-1.3659
-0.1106
-0.0569
0.1551
-0.6142
0.7286
-0.1511
-1.5694
2.4805
0.3968
0.1167
-0.9521
-0.7884
0.4727
0.4002
-0.2233
0.0497
-0.958
-0.0986
1.1024
2.522
-0.9534
-1.3701
0.5902
-0.7125
0.6347
0.0983
0.2692
-1.1747
0.4827
-0.0045
1.1968
-1.4506
-0.4908
-0.094
-1.6157
0.2749
1.9202
-1.0119
-1.0595
1.709
0.5472
0.3548
0.4543
1.2085
0.1829
-0.7161
-0.5225
0.5942
-1.6421
0.5453
0.023
1.0351
-1.5726
0.9379
-0.4793
-0.1128
-0.5704
-2.7082
-2.4217
-1.3461
-1.2539
-0.6272
2.0464
0.5989
-0.6353
-2.1247
-1.9046
-1.4745
-0.5409
-0.7495
0.1452
-0.2669
-1.2213
-0.8718
-1.3489
1.0509
-0.2294
-0.7393
-0.199
-0.3265
-0.0654
-0.3503
0.4505
0.228
-0.0242
0.1741
-1.5524
1.3055
-0.7115
0.2927
-0.4593
-0.9579
0.1303
0.9675
-0.2543
-1.6474
0.9977
0.3834
0.7031
-0.4433
-0.3884
1.4031
-0.785
-0.429
-1.2088
-0.6835
-0.4536
-0.6942
-0.1214
-1.4228
0.122
0.408
-0.2308
-1.0503
-1.3014
-0.6245
0.0023
-1.0253
0.2508
-0.2106
0.7469
0.9191
-0.2992
-0.5675
-0.733
-1.448
1.0827
1.2556
-0.0049
-0.8393
0.2799
0.6976
-0.654
2.6398
0.844
1.7277
0.796
-0.1847
0.2244
-0.6901
0.6459
-0.0447
-0.7249
-0.7189
-0.5122
1.6325
1.8062
-1.5614
-1.07
0.1935
0.5664
-0.6133
0.1431
0.1365
0.0756
-0.5906
1.2202
0.1207
0.2017
-0.7918
-1.6722
-1.1564
1.3413
0.0338
0.6574
-0.2258
0.3482
-1.0926
0.0012
1.2015
-0.1085
-0.2136
0.2337
-0.8108
-0.628
-1.5996
-0.2667
2.4501
-1.6744
-0.2031
2.8062
0.4075
1.2789
-0.363
-1.0801
1.5332
-0.3032
0.2482
-0.129
-0.7306
1.9795
0.3093
-0.3926
-0.8003
1.8108
-0.3692
2.1151
0.1135
-0.9801
2.1921
1.0999
0.023
0.5503
-0.1329
0.8001
-0.5369
-0.4752
0.1839
0.3476
-1.3006
0.102
0.3767
-0.8314
-0.6929
0.1497
-1.9715
0.3215
-0.7208
1.0017
0.3656
-0.5734
0.3121
0.0341
0.9831
-0.0314
0.1646
-0.8169
-0.5746
-0.5496
2.3665
0.3364
-0.3697
0.2437
1.7898
0.7046
1.5453
-0.2172
-0.3142
0.7552
-1.3666
-0.0257
-1.7811
1.2566
0.609
-0.8694
0.7926
1.6555
-0.389
0.8261
0.6629
0.3833
1.0771
-0.1766
-0.3169
-0.4758
-0.0024
-0.2164
-0.4688
-0.8319
0.7175
-0.406
-0.6531
270.433333
0
2,857
45.3
MASTECTOMY
Breast Cancer
Breast Invasive Ductal Carcinoma
Moderate
1
claudin-low
2
Negative
Negative
3
NEUTRAL
Negative
Ductal/NST
0
Pre
10
Left
1
5.044
IDC
Negative
1
ER-/HER2-
22
2
Living
-0.0378
-0.0068
-0.8137
0.1513
-1.8753
-0.4847
-1.7555
-0.1305
0.1767
-2.1054
-0.1974
-0.6259
0.5215
0.4883
0.2501
0.7716
-0.1461
-1.5642
-0.0784
1.6833
-0.2764
-0.8285
0.3336
0.7097
0.5955
1.2606
0.1998
-1.0574
0.1589
-0.6155
-0.1087
1.0633
1.0384
0.3424
-0.406
0.5829
-0.4799
1.686
1.8048
-0.3135
1.7117
1.269
1.5515
1.417
-0.027
0.8896
-0.2465
-0.8587
1.897
1.2231
0.5713
-1.1319
-0.1686
0.2016
-0.6372
-0.6676
-0.2887
-0.2755
0.2691
-0.4351
-1.7272
1.0094
-1.0847
-1.5984
1.2565
-0.3156
2.0307
-0.6245
-0.6872
0.4277
-1.2702
-0.9778
-1.7924
-0.8976
-0.3731
1.6928
-1.0962
-0.1415
-1.3314
1.5401
0.0748
-1.2512
0.3255
-0.8855
-1.7854
1.2095
1.0294
-2.1813
-0.9097
0.2505
1.4176
-0.7214
-0.6473
0.1237
0.1264
-1.0313
-0.6689
0.2949
-0.0097
-0.4373
-2.4112
0.1002
-0.0177
-0.3278
-0.491
0.2245
-0.7313
-0.9679
0.9703
-1.8542
1.1866
1.8301
0.0696
0.2741
-1.7042
-0.8226
-1.0689
2.2041
-0.6971
-0.4687
0.2741
-0.1492
-0.4715
-2.1218
0.4997
0.5995
-0.2012
-0.2884
-0.6317
2.0006
1.1151
0.5341
0.1876
-0.9073
0.4637
0.2756
-0.129
1.4563
-1.0212
-0.8561
-0.3138
-1.5321
1.0456
1.0504
1.676
0.4837
0.4085
0.373
0.7761
-0.5009
-0.462
-0.9719
0.7181
1.6149
-0.1565
1.6554
-1.3961
-2.9331
0.5795
2.0015
-1.2209
-0.5903
2.1009
2.0707
0.6844
1.0061
-0.7275
-0.5331
0.4565
-0.6843
-0.198
2.3049
-0.2373
2.2061
-1.7586
-0.5639
0.6562
0.2492
1.0202
-0.1032
0.8877
-0.457
1.4692
0.8209
0.7924
-2.0666
-0.0974
-0.3163
-0.4967
0.6342
-0.3641
0.1718
0.456
2.8471
-0.5197
-0.7239
-1.6183
0.2251
0.6016
-0.5311
0.4426
-0.7545
0.8946
-2.4216
1.699
-0.3169
0.1691
0.034
-0.4173
-0.1025
-0.6868
-0.0997
-0.1172
-0.6154
0.7931
-1.7969
-0.3269
-0.8898
-0.052
0.4508
0.1991
-0.2617
0.7159
2.4661
0.9242
0.1818
1.2576
0.862
0.2176
-0.9844
-0.8935
2.219
0.002
-1.685
-0.8525
0.831
-0.2642
-1.4517
0.6952
0.1487
-1.7134
0.1401
0.0873
-0.8368
1.3311
0.091
1.131
-0.2216
0.0299
-0.4797
-0.1686
-0.6899
-0.4906
-1.8258
1.9178
-0.6561
0.2812
0.1431
-0.7299
-0.0529
0.9024
-2.3383
1.2808
0.7492
-0.1283
-0.1079
-0.3122
1.9828
1.6942
-0.4151
0.7463
-1.8385
-0.4226
-0.2729
-0.1671
-0.9804
-0.8938
-0.5762
1.2897
1.6868
-1.7598
-0.9451
0.7731
0.3888
-1.6475
0.5678
0.7081
0.4059
-0.7514
-1.7943
1.6358
0.2644
-1.4328
-0.0148
1.0013
0.0279
-0.4001
-1.3451
0.5236
-0.4733
0.6202
-0.9492
-1.661
-1.4018
0.5584
0.9164
-0.6809
-1.7812
0.2196
-0.2685
0.0026
-0.5708
-0.044
0.3596
-0.0959
-0.2181
-0.6521
-0.3437
-0.9177
1.5208
0.8868
0.2988
-0.4532
-1.0686
-0.9227
1.4197
-0.7957
0.8518
0.7212
0.0279
-0.7701
0.0781
2.0716
0.3209
-0.8193
-0.5213
-0.2045
-1.434
-1.1173
1.2629
0.0579
-0.0943
0.9476
0.7955
0.2005
-0.0029
0.0603
-0.9672
0.604
-0.1166
-1.2509
-1.5263
-0.3241
-0.2493
1.3064
0.4159
2.4118
-0.0162
-0.1212
-1.0287
-1.242
-0.8273
0.7099
0.29
-0.3249
0.3521
-1.0782
-0.6006
1.0928
0.0967
0.2533
-0.1388
0.7879
1.0805
-0.6287
-0.7917
-0.51
1.94
1.8974
0.0599
2.4726
-0.7371
0.6314
1.7625
1.5016
0.1245
-0.6921
-0.4755
0.8372
-1.1261
-0.8047
0.9157
-0.1927
2.8933
-0.7585
1.06
0.5921
-0.6355
0.6571
-1.1775
-0.5006
-1.0203
-0.58
-0.0221
0.2806
0.0807
1.0056
0.0837
0.5272
-0.0632
-2.4608
-1.8254
0.0743
0.1672
0.2334
0.7535
-1.7922
2.4151
0.4441
0.258
-1.2478
-0.5452
0.3311
0.7397
-0.9676
1.3549
-1.1682
1.4442
1.194
-0.7745
0.6043
0.3972
0.1582
-2.3185
-1.8607
-0.1359
-0.4751
-0.3598
-0.9552
0.2222
-0.3961
-1.7161
0.1705
-1.1925
-1.4658
-0.1235
-0.5928
0.5186
-0.1575
-0.1917
0.3124
1.4204
0.6138
0.0073
-0.4804
0.4727
0.1831
-0.5444
1.1166
-0.4804
-0.9109
-0.9769
0.139
-0.8434
0.1731
2.9296
-1.8674
-0.5145
-0.8095
2.804
1.4296
-0.4905
0.8096
-1.9151
-0.4922
1.3431
-1.196
0.3487
1.4484
-0.147
-1.7037
-0.0084
-0.4095
-0.03
-1.0439
-0.4779
-0.67
-0.4232
-0.2557
250.666667
0
2,858
63.94
MASTECTOMY
Breast Cancer
Breast Mixed Ductal and Lobular Carcinoma
Moderate
0
LumB
2
Positve
Positive
3
NEUTRAL
Negative
Mixed
1
Post
1
Right
0
4.052
MDLC
Positive
0
ER+/HER2- High Prolif
26
1
Died of Other Causes
0.5338
0.3501
0.6375
0.2661
-1.131
0.918
-0.2547
0.567
-0.856
-0.2807
-1.7498
0.4328
0.9759
0.7933
1.1244
0.5205
2.8716
3.9122
1.8901
2.4557
-1.194
-0.336
-0.8978
-0.1359
-0.9707
1.4921
0.7297
-0.2858
-0.3022
-0.1894
0.2529
-0.9349
-0.7246
-0.0319
-0.5875
-0.5214
0.0612
1.3469
0.9615
0.0109
-0.4179
-0.6526
-1.0254
-0.6471
-0.2745
-0.2605
0.414
-2.2417
0.1013
0.9724
0.4098
-1.0081
-1.1255
-0.1686
-1.7555
-1.0891
-1.3606
-0.9235
0.626
-1.3142
2.5449
-0.1002
-0.7964
-1.743
-0.3335
0.0175
-0.6279
-0.8809
0.7519
-0.4471
0.6048
0.1656
-1.3474
-2.0713
-2.3288
0.4754
0.2072
0.0145
-0.7847
-0.2642
-1.9847
0.4884
0.2777
-0.2648
-1.9073
-1.1066
-0.5634
-0.5404
-1.4693
0.0881
-0.1858
-0.14
-0.4785
-0.2957
-0.1045
-1.0516
0.9571
0.3945
-1.8225
0.5083
-0.9618
0.5659
-2.5459
-0.9577
0.4924
0.5734
-1.0544
-0.8574
-0.1438
-0.7125
0.0535
0.4586
0.8803
-0.5393
0.0835
0.4372
0.3212
0.2068
1.1069
-0.3739
-0.3279
1.0199
0.3062
-0.016
-0.7592
0.9477
-0.6194
2.277
0.1069
1.1549
-0.7398
-0.3004
0.2092
1.0925
-0.6254
-0.4765
-1.3105
-0.6147
-0.8968
-0.0586
-0.4485
-0.4314
0.0883
0.2263
-0.236
-0.2184
0.9676
-0.2685
-1.3105
0.0214
-0.864
0.1624
-0.685
0.4614
-0.3245
-1.0028
0.0572
0.0352
-0.2362
0.152
0.0079
-0.5403
-0.0066
0.4902
0.1889
-1.5061
-1.7569
-1.4029
0.0239
1.2855
-0.5725
0.3928
2.9233
-0.4166
-0.0719
0.5221
0.3199
-2.6734
-0.2644
-0.6495
-0.1565
-1.2561
-1.037
0.0068
0.4583
-0.264
-1.2973
-0.0944
-0.7372
-0.5937
1.035
-0.7053
-1.4342
2.3201
2.2744
-0.7861
0.0826
-0.6382
0.8525
-0.8987
0.2425
1.2856
-0.6901
0.168
0.5844
-1.0566
0.7345
-0.3316
2.6154
2.1604
-0.5561
-0.1617
-1.2029
1.744
-0.0079
0.1964
0.2449
-0.57
0.0742
-0.1996
0.332
-0.2493
0.0516
-0.2276
0.2929
-2.1933
-2.0291
-0.7221
-0.8554
0.7178
0.1577
0.1068
-0.2473
0.0695
-0.7864
0.889
-1.3896
-1.0377
-0.8276
1.1864
-0.0187
0.0452
-0.1831
-0.1397
0.516
2.0407
-1.004
-1.0634
-1.4022
2.7375
0.0498
-1.0876
0.0253
-0.4161
0.5638
-1.7378
0.2928
-0.191
-1.0779
-0.6982
-1.6955
-2.9893
0.7231
0.2386
0.615
-1.1147
1.1256
0.781
-0.1341
-1.7936
-0.3938
-1.0666
-1.4198
-1.3041
-0.5315
2.9418
-1.0351
-1.0288
-1.3973
0.1238
-0.4924
-0.6627
1.2588
-0.8015
-2.2388
-0.9636
0.6345
1.9824
-0.7428
-0.5373
-0.715
-0.9752
-1.8173
-1.512
-0.6741
-0.7378
-0.6736
-0.0063
-0.7199
0.1771
0.8957
-1.4823
-0.3351
-0.5096
-0.7581
-0.3823
-0.3193
0.3746
0.2127
-1.1856
0.0922
1.7286
-0.0965
-1.5398
-0.218
0.482
1.4532
1.6684
-1.1708
-0.0181
-0.6833
-1.6015
-1.2768
-0.1869
3.4317
0.7635
-0.5578
-1.4604
-0.2048
-0.7557
0.361
-0.1949
-0.1836
-0.0338
-0.7165
-1.092
0.9457
-1.5797
-0.3049
0.6339
2.1763
-0.9318
-0.9178
0.7549
-0.8208
0.2763
-0.1596
2.7562
-0.5758
-1.1595
-1.459
0.2202
-1.1863
1.1406
1.2131
0.3496
-0.768
0.9908
-0.8585
-0.708
1.685
-0.2444
-0.9218
-0.2122
0.2665
-0.5845
0.3921
0.3367
-1.7211
-0.2136
0.1833
-0.0219
0.5874
0.2822
-0.3977
-0.8151
-1.4181
-0.1408
-0.0922
-0.7438
0.6382
-0.0678
-0.4703
-0.2406
0.9496
-1.5854
-0.8177
-1.6786
1.4004
-0.7468
0.2623
0.1485
-0.3448
1.0626
-0.9419
0.1733
0.7397
-0.7522
1.0166
-0.5951
-0.982
-1.1811
-0.9571
0.4928
-0.468
-0.9014
-1.3464
0.0773
0.516
-0.4772
-0.7204
-1.2203
0.7939
-1.5445
-0.9796
-0.0968
-1.998
0.4176
0.2095
-0.3392
-1.1319
0.8597
0.5105
1.4511
0.1442
0.6509
0.9409
0.4431
1.1701
1.7731
-1.0056
-1.0122
-1.0792
0.1038
-0.3555
-0.3095
-1.1319
-1.1918
1.4212
-0.1635
0.7191
0.6156
-0.8802
0.391
-0.2389
-0.2775
0.883
-0.3195
0.5116
-0.1633
0.2686
-0.1759
0.7236
-1.0736
-0.1107
-0.7363
0.6933
0.2371
1.0358
0.0872
1.2163
-0.0896
-0.848
-0.4611
-1.073
-1.1168
-1.4827
-1.1981
-0.0218
1.021
0.3583
-1.6609
-0.8806
-1.6513
-0.1696
-0.4882
-0.0807
-0.8994
-0.5152
-0.0755
-0.8004
0.9091
-0.1646
0.0744
-1.3801
-0.9937
2.6631
-0.5783
2.1121
141.566667
1
2,863
59.58
MASTECTOMY
Breast Cancer
Breast Invasive Mixed Mucinous Carcinoma
Moderate
0
LumA
2
Positve
Positive
1
NEUTRAL
Negative
Mucinous
1
Post
4ER+
Left
1
3.04
IMMC
Negative
0
ER+/HER2- Low Prolif
20
2
Living
1.0051
1.4395
-1.0847
1.1234
-0.4903
-1.0801
-0.5093
-2.5051
-0.8733
0.6815
-1.3987
-1.7357
0.8664
-0.0946
0.4386
-0.1445
1.1021
-0.8321
0.6947
-0.3902
-0.3754
-0.6265
-0.3421
-0.364
-0.0405
-0.4105
-0.1163
-1.3452
-0.6954
1.8091
0.0431
-0.5598
0.1537
0.2217
1.5358
-0.0809
0.4551
1.017
-0.5937
-0.5577
-0.2713
1.4432
-0.6016
-1.1985
-0.1369
-1.4858
-0.3876
-1.0985
0.247
-0.7824
-0.477
-0.8842
-0.6314
0.9334
-0.6091
-1.3151
-1.8347
-0.3576
-0.5685
1.5041
0.0548
0.722
0.4441
-1.2967
0.303
-0.0709
1.412
2.4434
-1.3027
-0.8131
1.7451
0.3758
-2.326
-0.8423
1.153
0.3628
0.1331
0.5008
0.5398
0.9411
-0.1152
0.4427
-1.7327
2.5603
-1.3719
-0.5875
1.1568
0.4919
-0.7711
-0.4684
-0.5511
-0.3566
1.0498
-1.4783
-0.7801
-0.5879
0.478
0.4791
-1.5862
0.4434
0.2353
-0.9591
-0.1174
-0.8412
1.0235
-0.5598
0.553
-0.0584
0.0982
-0.3398
0.044
1.6614
0.3401
1.0722
0.0466
-0.6164
0.2969
1.0035
-0.3571
-1.8078
-0.9952
-0.052
1.6892
0.1255
1.5084
0.6988
-0.6695
0.0122
0.934
0.8742
0.4637
-0.1172
-0.711
1.5095
0.746
-1.5975
-1.2675
0.4481
-1.3999
-0.3236
-0.9841
0.0243
-1.364
-0.7206
0.6427
-0.7854
-0.7102
0.4488
-0.3156
-0.277
3.4562
1.7274
-0.3561
-0.2066
-0.3997
0.9319
-0.0729
1.0777
-0.1071
-0.3832
-0.2446
-0.4828
-0.5747
0.8093
-1.006
-0.3407
-1.0806
0.0644
-0.423
-1.7831
-0.9298
0.4551
0.9534
0.2912
1.5759
2.7584
-0.8677
1.4654
0.3244
0.4123
-0.6422
-0.4861
-0.4463
0.1139
0.3237
-1.6288
-0.1025
0.5694
0.5426
-0.8385
-0.9617
-0.1323
-1.0551
-0.8559
2.0816
-0.7401
0.8619
0.2755
0.2248
0.6464
0.1212
0.0445
0.7856
-0.0775
-0.135
-0.0117
-0.5391
-0.5137
-0.056
0.0141
0.0467
0.0666
-1.1381
1.2212
0.3605
-1.0879
0.3343
0.1908
2.2003
-0.0925
-0.7609
0.3696
1.8788
0.5578
-0.6618
-1.0425
0.245
0.3522
-0.2948
0.3533
0.8469
0.9929
0.85
-1.0905
-0.9148
-0.9205
-0.6829
-0.3827
-0.8821
-0.2848
-0.2254
-0.2303
0.3003
-0.8913
-0.0524
0.7341
0.254
1.2857
1.6551
0.1335
1.698
0.5778
-0.9229
-0.8598
-0.8874
1.4409
0.1321
-0.7637
0.5993
0.0198
2.4083
-2.3591
1.4692
-0.3601
1.4628
-0.536
0.7774
-0.831
0.4456
-0.4529
0.6665
0.0604
0.6658
0.2178
0.9892
-0.8426
0.045
0.5232
0.1224
0.8618
2.0034
-1.6026
1.4819
-0.0635
-1.3775
-0.4987
-0.2527
0.1889
0.1615
1.7381
2.2735
-0.6826
-1.5197
-0.8954
-0.1836
1.7848
0.3026
0.8114
-0.3929
0.1577
-0.2782
-1.4894
-1.4393
-1.3835
-0.3592
1.2872
-0.6541
-0.317
0.5288
0.8041
-0.1189
0.2009
1.4228
-0.2525
0.7059
0.4652
1.0822
0.645
-0.2025
0.3654
-1.041
0.2753
-1.193
1.2521
0.2663
2.3828
0.0643
0.283
-0.148
0.0638
2.9359
-0.2768
-0.1032
-0.1263
0.0052
-0.6025
-1.1125
-0.8263
-0.0076
-0.7327
-0.0922
-0.9597
-0.4607
0.0917
-0.3509
-0.7527
-0.3719
0.466
2.9764
0.1483
1.1572
0.5805
-0.1687
0.4327
0.4486
0.02
-1.2384
-0.5543
0.9036
-0.5615
-1.1397
1.3012
-0.0364
-0.0896
-0.0647
0.0632
-0.3416
-0.7559
0.0526
-0.2929
-0.0388
-1.2856
-0.4178
1.0319
-0.8252
0.0864
0.6073
0.7105
-1.1886
0.2095
-0.422
2.4452
-0.1479
-0.2114
0.7628
0.3281
-0.5026
0.2354
0.0904
0.0692
-0.6922
-0.2259
0.1622
-0.6389
0.2306
-0.0434
1.1912
-0.5699
0.2106
-0.5135
0.3013
-0.1514
-1.6742
0.018
0.0756
0.6765
2.5977
-0.5118
-0.4648
0.5662
0.7855
-0.7143
-0.217
-0.0266
1.9376
0.8664
-1.3786
-0.4549
-0.2164
0.5674
-0.3536
0.4925
-0.4552
-0.885
0.4908
0.9477
1.6043
-0.3555
0.4306
1.5633
-0.5437
0.8207
-0.245
-0.6427
-0.6036
-0.0029
-0.9482
-0.0376
-0.8188
0.4529
2.0964
-0.022
-0.4428
-0.6898
-0.9246
-0.6562
0.246
-0.2768
0.4892
-0.2596
-0.2086
0.4575
0.3879
-1.434
2.4
-0.584
1.0507
-0.9185
0.5249
-0.1562
0.1824
0.468
1.11
-0.1636
0.4117
-0.4962
-1.9165
-0.5097
-1.8863
0.2618
1.0478
-0.4916
-0.358
0.2048
-0.2385
-0.1844
1.8817
0.3198
0.9002
-1.3786
-0.2185
-0.6994
-0.3381
-0.7241
1.0256
1.3722
0.1325
0.0462
1.4278
258.333333
0
2,867
47.1
MASTECTOMY
Breast Cancer
Breast Invasive Ductal Carcinoma
High
0
LumA
2
Positve
Positive
1
NEUTRAL
Negative
Ductal/NST
1
Pre
4ER+
Right
2
3.04
IDC
Positive
0
ER+/HER2- Low Prolif
20
2
Living
0.3787
-0.2138
-0.3734
1.176
-0.7945
1.0075
-0.5176
-0.7881
-1.7388
-0.9789
-1.2295
-0.6991
0.7144
-0.7043
-0.1917
0.8742
1.0478
0.6396
0.7127
-0.0338
-1.0428
-0.7026
-0.3999
0.5525
-0.5269
0.2527
-1.017
-0.9623
-0.6828
-0.5519
0.5387
0.2265
0.1045
-0.6651
0.0131
0.2597
-0.3901
1.4337
-0.5434
-0.8343
-0.4303
-0.2642
-0.6629
-0.3694
-0.4846
-1.5278
-0.7482
-1.1038
1.0386
-0.8233
-0.6092
-0.5701
0.094
0.7522
0.02
-1.1395
-1.0205
-0.9409
0.3837
-0.2043
-0.7808
2.0787
-0.661
-1.2282
-0.7666
0.8598
-0.2786
-0.6273
0.1655
-0.4775
-0.3542
0.3076
-2.0698
-0.7663
-0.0532
0.8571
0.4041
0.8515
0.2856
1.2885
-0.2961
-0.6333
-1.708
-0.7082
-1.5722
-0.82
0.9043
-1.075
-1.3754
-0.4404
0.5396
-0.8512
-0.1007
-0.1174
0.0784
-0.3417
-0.709
1.1275
-0.7398
-0.6228
-1.2637
0.5099
-0.878
0.4802
0.487
-0.2942
-0.3673
-0.1206
0.9684
-0.1453
0.8725
1.6903
-1.7673
1.4775
-1.1187
-0.6906
-1.1467
0.3691
-0.5245
-0.84
-1.1532
0.9896
0.8517
-0.8966
-0.8804
0.2876
0.0824
-0.2747
-0.1331
-0.049
0.7946
-0.3832
-0.2551
0.7304
0.5049
-1.2394
0.5423
-0.0891
0.3955
-0.445
-0.5803
-0.1375
-0.6992
-0.6957
0.6012
0.089
0.5628
0.5953
0.6295
3.1826
-0.7554
0.1033
0.0683
1.2334
-0.5635
0.0811
-0.5666
-0.1824
-0.9067
-0.0843
-0.4753
-0.055
1.1415
0.8872
0.0911
-0.5653
-0.1948
-0.2224
-1.8604
-1.4833
-1.2867
0.4043
0.6258
2.7016
-0.0401
0.1595
0.3169
0.4615
0.0793
-0.6453
-1.4957
1.2606
1.2368
-0.3936
-0.3081
-1.3457
-0.9334
-0.0037
0.3808
1.5225
-1.7156
0.3801
-0.488
0.5612
-0.3265
-1.2529
-0.1253
-0.3672
0.2391
0.0195
1.1035
-1.1311
-0.29
-0.5327
0.0018
1.2861
-0.0111
-0.4215
-0.0227
-0.3712
-0.6473
2.3931
-0.0217
0.4599
0.1863
-0.4769
-0.15
0.0781
0.2338
1.3115
1.0743
0.4298
2.0463
1.3046
-1.1896
-0.9453
-0.0505
0.1152
-0.3357
0.1108
-0.5
2.0454
0.3102
-1.6611
-0.2553
0.5915
1.3429
-0.2875
-0.1096
-0.8776
-0.3517
-0.2022
-1.9835
-0.9705
0.3103
1.5901
1.6557
-0.4229
0.3056
0.0089
-0.451
-0.1158
-0.7826
-1.1775
-1.904
-0.0556
0.384
-0.176
0.3422
-0.8625
1.2829
-1.7285
-0.1712
-0.0002
0.9609
-0.1373
0.9136
-0.4022
0.9743
0.4855
0.5452
-0.7576
-0.9387
-0.2362
0.8064
-0.682
-1.2032
0.193
-1.1207
0.0379
0.2875
-1.3361
1.1121
-0.3268
-1.8444
-1.4523
-0.0511
0.1989
-0.081
0.0187
1.0179
-0.2616
-1.3465
-0.1055
-0.1846
-0.0498
-0.1849
-0.4636
0.707
-0.399
-0.459
-1.368
0.8147
1.7235
-1.4555
-0.3078
-0.0347
-0.8471
0.2699
1.4548
0.6572
1.5544
0.1336
-0.1929
0.6082
-0.7013
0.714
-0.2682
0.8435
0.7962
0.7321
-0.3431
-1.3819
-0.1798
-0.4983
0.4481
1.3783
-0.0266
0.3725
-0.8398
-0.3828
-0.9759
-0.8187
0.8035
-0.6642
-0.3068
-0.5339
-1.3885
0.3529
-1.3461
0.8142
0.1442
-0.3597
-0.4648
0.2179
0.7104
-0.4719
0.8422
1.546
0.1832
-0.4855
0.3302
0.038
-0.8616
0.7427
-1.2443
0.7569
0.1463
1.8985
0.8556
0.8027
-0.6576
0.7108
0.042
-0.8642
-0.0332
-0.4232
-0.5733
-0.2958
0.5756
-0.4689
0.4541
-0.1946
1.459
-0.5283
-0.3203
-0.1531
0.4458
-0.0045
-0.028
0.9034
0.4571
0.2864
-0.2197
1.2476
-0.3989
-1.6156
-1.0569
-0.4368
0.2159
-0.4035
0.1461
0.5691
1.0187
-0.6257
-0.4488
1.0134
-0.2188
-0.2995
-1.0527
-0.4207
-1.794
-0.7978
1.4737
0.2584
0.0074
-1.088
1.1506
-0.0422
0.3662
-0.8929
-0.9916
0.4367
0.2937
2.0875
0.9304
-1.676
0.7373
0.0149
-0.7749
-1.2964
0.2987
0.4662
0.0142
-1.5353
-0.3598
1.7327
1.6369
-0.3607
0.5028
1.2693
1.2089
0.997
0.8741
-0.7363
0.7406
-1.1084
1.1489
0.4782
0.0345
-0.1583
1.4843
0.221
0.0227
0.4026
-1.0288
-0.6521
0.859
-0.5784
0.5547
-0.0691
1.4173
0.3014
-0.0367
0.1153
1.947
0.1608
0.4423
0.0974
-0.0423
0.8833
1.7083
0.3192
-0.9103
-0.1111
0.2742
-0.92
0.7406
-1.0994
0.2144
0.1753
0.0122
2.3611
-0.2793
-0.1673
0.5125
0.8747
-0.5369
2.1213
-0.6521
0.4487
-0.3153
-0.451
-0.453
-0.6016
-0.3233
-0.2432
-1.3083
0.7286
269.333333
0
2,895
66.84
MASTECTOMY
Breast Cancer
Breast Invasive Ductal Carcinoma
Low
0
claudin-low
2
Negative
Negative
3
GAIN
Positive
Ductal/NST
1
Post
5
Left
0
4.03
IDC
Negative
0
HER2+
15
1
Died of Disease
0.5948
0.4616
-0.1903
0.8214
-0.9287
-0.6056
0.4202
-0.539
-0.3486
-1.3215
-0.0335
-1.1409
-1.0239
1.4288
1.1399
-0.0885
1.4434
0.7486
-0.086
-1.754
-1.0424
-0.3535
-0.8893
-0.2089
0.348
0.7991
0.5017
-0.3341
-0.3027
-0.8744
-0.1425
0.0838
1.0031
-0.2627
0.5953
0.6685
-0.6338
0.8938
0.652
1.481
0.987
1.0858
1.0537
-0.6832
-0.7964
-0.6383
0.6256
-1.1683
0.7309
-0.3136
-0.1381
-0.6327
0.275
-0.0384
0.0326
-1.9318
-1.0219
0.2275
0.9161
-0.7371
-0.8531
0.1015
0.4235
-1.5944
-1.5402
0.8751
-0.2171
2.053
-0.0073
0.3224
-0.9348
1.9768
-0.6755
-1.6746
-0.4715
2.0507
-0.9424
0.47
-0.1555
0.0457
-0.3004
-1.2005
-1.4561
1.8315
-1.4756
-1.8546
-0.4967
-0.4247
-1.4261
0.2672
-1.0947
0.0762
-0.4048
-0.2525
-1.0782
-1.5825
-0.1887
-0.0872
-1.3908
-0.5972
-1.478
-0.107
-0.029
0.6998
0.9587
-1.1309
-0.3223
0.7949
0.632
-0.8173
-1.305
1.9643
-1.1507
1.6257
-0.8447
-0.8419
-1.2966
1.0046
-0.3846
1.5347
0.5986
-0.8384
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-1.0217
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0.5479
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0.7363
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0.1162
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0.7002
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0.7643
-1.3632
-0.5428
1.6307
1.0683
-0.595
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0.1021
0.4645
0.0883
0.7657
3.115
-0.2671
0.7025
0.9056
-0.461
-0.8116
-0.6232
1.2933
1.2698
0.373
0.1266
1.8727
-0.6417
0.6203
0.3209
-0.5806
-0.6804
0.4269
1.767
0.5376
0.4484
0.0618
0.0615
-0.852
-0.6775
0.1122
0.5539
-1.3464
2.4241
-1.6605
-0.7679
0.0042
0.1606
0.8067
0.9429
-0.8429
0.6587
0.0872
-0.6761
0.7176
0.082
0.0726
-0.2789
-1.6024
-0.0147
0.2646
0.003
0.9937
1.1082
0.5616
-0.5261
-1.0248
-0.3814
0.8102
0.2735
-1.4013
-1.1722
1.0027
-1.0985
1.3195
-0.6785
-0.6959
2.5326
0.4905
0.1148
1.9638
-0.4447
-1.4784
0.6752
-0.2166
0.0051
-0.1992
0.3748
1.0398
0.1481
1.0046
0.128
0.4153
0.1998
0.9863
-0.2694
1.4215
0.5267
-0.7465
0.2503
-0.7429
1.3334
0.551
-2.0235
-1.0134
0.4556
0.0702
0.0745
-0.3201
-1.4421
-0.05
0.6175
-0.6633
0.1393
-0.0354
-0.9425
0.5564
0.5406
2.1383
0.8555
0.9908
0.7305
0.8846
0.148
-1.5549
-0.4601
0.1159
-0.6126
-0.071
-0.3307
-0.3874
-1.8014
-0.4465
-0.4314
-0.3849
-0.0143
-0.0172
2.3137
1.2218
0.125
0.2773
-0.4675
-0.2824
-1.0456
-1.3192
-0.9566
0.2826
-0.262
-0.8971
1.7633
-2.1807
-1.3699
-0.0897
0.8295
-2.0187
-0.8677
-0.4977
0.7605
-1.1167
-0.19
0.9489
1.1044
-1.4205
1.8992
0.9049
-0.4638
-0.2902
0.0497
-0.307
0.0392
-0.3531
-0.9471
-1.5109
0.3684
-0.6762
0.1286
-0.3288
-0.7576
0.2717
1.3159
0.3904
0.3995
1.5046
-0.3751
0.1488
-0.4628
0.358
-0.0994
-0.1963
0.5134
0.619
-0.8992
-0.9522
-1.2629
-0.0686
0.8321
1.2264
0.8446
0.0063
-1.8552
1.2474
-0.9963
-0.5218
0.5453
-0.6872
-0.7917
0.7398
0.1872
-0.2047
-1.7361
-1.5207
0.6005
0.4502
0.7983
0.273
0.0135
-0.8475
0.7214
-0.6389
0.3349
0.1879
1.3321
-1.2022
-0.7887
0.6487
-0.4655
0.9866
0.0294
0.5378
-0.0746
0.2902
0.8
0.1511
-0.2389
-0.0655
0.8948
-0.5525
-0.7872
-0.3545
-0.3787
0.7648
-0.0948
1.4743
0.523
-1.9095
-0.7714
0.5655
-0.6592
-0.7682
-0.0455
1.7272
1.1586
0.5223
0.351
2.0911
-1.2737
-1.5585
-0.7332
0.3547
-0.5164
-0.5107
1.0035
-0.0392
1.9838
0.0544
-0.1962
0.2019
-0.013
-0.1292
-0.4449
-1.7665
-1.044
-1.25
0.2708
-0.539
0.0929
0.7926
-1.2588
1.4847
0.8985
-1.5605
-1.3527
-0.9346
-0.068
0.5888
-0.6854
-1.8851
0.6216
-0.9844
0.4853
-0.0483
-0.5078
-0.375
0.2604
0.265
1.115
1.2192
1.5397
0.9073
0.1855
0.6812
0.3809
0.0869
-0.2495
-1.6465
0.0714
-0.432
0.0199
-0.2482
1.0433
0.0303
0.746
-0.4174
0.3622
1.5816
1.5916
-0.0366
-0.0698
0.7566
-0.3104
-0.8672
1.6911
-0.3734
-0.6051
-0.2638
0.1282
0.3047
-0.9829
0.5127
1.0978
-0.6985
0.0648
-0.0381
-0.5703
-0.1235
0.9173
-1.3169
-0.26
-0.3206
0.8316
0.4875
-0.8172
0.5446
-0.8865
-0.471
0.3536
0.5077
0.2945
1.2573
1.7564
-0.2071
1.0629
-1.7747
-0.5723
-1.0181
0.5117
-0.6387
0.8007
0.3096
196.566667
1
2,896
68.18
MASTECTOMY
Breast Cancer
Breast Invasive Ductal Carcinoma
Moderate
0
claudin-low
2
Positve
Positive
2
NEUTRAL
Negative
Ductal/NST
0
Post
4ER+
Right
0
3.026
IDC
Negative
0
ER+/HER2- Low Prolif
13
1
Died of Other Causes
-0.28
0.1
-0.8522
0.1707
-1.1347
-0.4652
-0.334
-1.6105
-0.2842
-1.2838
-0.2532
-1.8049
0.3427
0.4804
-0.6041
1.8017
0.5585
0.4686
-0.1074
0.9516
-0.5937
-1.0449
-1.2867
1.9025
-0.0311
-0.1254
-0.1348
-1.1002
-0.8412
-0.1144
0.14
0.1902
1.0546
0.5082
0.9881
-0.391
1.4055
1.4788
1.0234
-0.8143
-0.3061
0.9403
-0.4336
-0.3124
-0.2439
-1.7558
-1.5662
-0.2984
0.5985
-0.3296
-0.4512
0.0575
0.59
0.192
-0.77
-1.5483
-0.953
-0.8142
0.1155
0.3644
-0.7187
1.7142
-0.1722
-1.0119
-0.2714
-1.0973
0.5609
0.6486
0.0627
-1.0539
-0.2722
-2.0714
-1.531
-1.3544
-0.3649
0.108
-0.6588
1.003
-0.0981
0.9666
-0.7772
-0.7725
-1.2943
-0.9537
-1.774
-1.6832
0.1792
-0.3093
-1.8576
-0.3421
1.046
1.2481
-0.365
-0.2349
0.4385
-0.5414
-0.7668
0.4297
-0.4384
-0.0469
-0.525
0.4802
-1.5136
-0.0588
-0.3877
-1.8125
0.1529
-0.4024
1.6705
0.4394
0.4913
0.9823
-0.9637
1.9503
-1.3293
-0.6242
-0.562
-0.9041
0.3721
-0.3931
-0.8362
0.9544
-0.0447
0.0952
0.2359
0.4702
0.0153
0.2139
0.7182
0.2155
-0.1892
0.9983
-0.2774
0.5211
0.501
-1.8128
-0.9287
0.5756
0.1371
-1.1476
-1.212
-0.4226
-0.5706
-0.1346
0.6562
2.0619
-0.2006
-0.019
0.6249
1.7058
0.8711
-1.0386
0.0952
0.6734
0.4752
1.2494
-0.7055
-0.906
-0.8252
1.6062
0.4326
-0.4052
1.2245
1.9762
0.0315
0.3698
-1.4597
-0.2485
-1.6584
-0.6328
0.1054
1.2045
0.7433
1.2242
-0.7887
-0.8964
-0.371
-0.368
0.3238
1.2975
0.1151
0.8096
0.9538
-1.0331
0.3539
-0.8759
-0.403
-0.5481
-0.3319
0.6659
0.1057
-0.2843
-0.9017
0.132
0.4243
0.5192
0.1706
-0.5811
0.7488
0.2839
-0.3165
-0.3397
-0.7789
-0.3077
0.5932
0.7912
1.0237
0.3302
1.131
1.9918
-0.7099
0.187
0.2068
1.5025
2.059
0.7407
2.7594
-0.5007
-0.667
0.0438
1.5582
1.5726
0.7528
1.032
1.6667
-1.2335
-0.3505
-0.952
-0.2216
-0.1822
-0.5829
1.6745
0.9534
-0.5878
0.606
-0.7878
1.6849
0.1197
-0.0136
-1.0753
-0.3183
0.619
-0.7002
-0.3273
0.7931
1.2854
0.6374
-0.7106
1.5501
-0.131
-0.4314
0.4786
-0.6731
-0.3571
-1.6711
-0.3201
0.0522
0.9363
0.8328
0.4353
-0.2766
-2.3111
-0.5892
-0.6001
-0.0575
0.2002
1.2525
-0.325
0.972
-0.4744
0.1218
-0.8938
-0.5851
1.0861
0.7916
0.9865
-0.9664
-0.2098
-0.4465
0.8866
0.4771
-0.3977
0.4114
-0.2438
-1.3996
-1.1054
0.5145
1.0382
-0.2821
-0.8663
-0.2315
0.1122
-1.0671
-1.0318
-1.2695
0.3187
0.0926
0.8784
0.3028
0.5367
0.382
-1.3543
-0.0092
-0.2636
0.0302
0.4371
-0.3118
-0.9606
1.7955
0.7074
-0.37
0.7474
0.9048
-2.5293
0.5829
0.8897
2.9082
0.7804
-0.4044
-0.1185
0.5409
-1.129
-1.7545
-0.1931
0.9338
-0.3007
0.5513
0.1234
1.0118
-1.0061
0.3475
0.7709
0.312
1.0254
-1.8964
0.9175
-0.9471
-0.0052
-0.2262
-1.7372
-0.4297
0.4312
0.6469
-0.7291
-0.5428
-0.2954
0.7215
1.4791
2.6134
-1.8501
0.7891
0.4556
-0.9065
-0.9908
1.2571
-0.2171
-0.4229
1.0705
1.2321
-0.567
-1.242
-1.8207
0.0324
0.3654
0.0276
0.9967
-1.29
-1.4327
-0.5127
0.2628
-0.144
-0.9768
-0.8945
1.4421
0.6506
-0.8932
0.1796
1.4914
1.1364
-0.061
1.5541
1.3201
1.3583
0.6142
3.0496
-1.5966
-0.0895
0.1025
1.4156
-0.6774
0.0422
0.4452
0.4998
0.8876
0.3266
0.7446
0.4792
-0.3742
1.1512
-1.2829
-1.4399
-2.083
-0.7828
2.3919
0.2783
-0.4561
0.8026
-0.0375
0.1439
-0.4356
-1.5066
-1.7426
-0.5614
-0.9029
1.0876
1.9483
-1.3967
-0.1359
-0.8279
-0.3475
-2.0293
0.295
-0.0839
-0.4562
-0.7552
0.1018
0.9973
1.4336
1.5336
-0.8105
0.8693
0.7304
0.7278
0.0323
-1.1878
0.5865
0.0869
-0.0628
1.2016
2.0886
0.061
0.7059
0.9502
-0.5592
-0.7342
-0.7514
-0.287
-0.1702
-0.4589
0.9888
0.2185
1.5908
0.635
-0.7198
0.3284
-0.4799
-0.5263
0.2317
2.1725
0.0444
-0.2002
0.5396
-0.2866
-0.3236
0.1772
0.1638
-1.7973
-0.4576
-0.7985
-0.1306
1.5125
0.3247
-0.2412
-0.7036
2.3444
1.8854
0.0585
-0.3352
0.4451
-0.6415
-0.0688
-0.9156
-1.1331
0.0614
-2.4981
-0.972
-0.4676
0.2331
-0.5346
237.366667
1
2,900
59.29
MASTECTOMY
Breast Cancer
Breast Invasive Lobular Carcinoma
Low
0
Normal
2
Positve
Positive
2
NEUTRAL
Negative
Lobular
1
Post
4ER+
Left
9
5.05
ILC
Positive
0
ER+/HER2- Low Prolif
25
3
Died of Other Causes
-0.9186
0.5691
-1.1363
2.0432
-0.6663
-1.0282
-0.9552
-1.551
-0.6051
-0.2138
-0.2968
-0.617
-0.415
-0.4691
0.3439
-1.0321
-0.0852
-0.853
-0.3101
1.3651
-1.7083
-1.3451
-0.9004
-0.3048
-1.2814
-1.0519
-1.1237
-1.5475
-0.7848
-0.5802
-0.6153
0.381
0.8562
-0.1574
1.4749
0.5173
-0.2207
1.2286
-0.856
-1.024
-0.013
0.5628
-0.9512
-0.5569
-1.1872
-0.4347
-0.9197
-1.914
-0.462
-0.7264
0.2049
-0.9196
0.8411
1.4767
-1.1453
-1.904
-1.9661
-1.6781
0.5529
0.498
-0.8682
1.3211
-0.2273
-1.4932
-1.0309
1.4637
0.1178
0.4398
-0.638
-0.6932
0.4971
0.0827
-1.1031
-0.2508
-0.8117
0.584
0.0603
0.1989
0.9203
0.8226
1.211
1.6024
-1.1854
0.1002
-1.2368
0.0304
2.3822
-0.5529
-1.3641
0.2827
-0.7767
0.6567
0.0604
0.4871
0.1126
-1.1603
-1.2143
-0.5643
-0.6659
-0.2101
-1.7226
-0.4279
0.2765
-0.4432
-0.1667
0.0126
0.8307
1.3257
0.9368
-0.0588
1.9435
3.1878
-1.2052
2.6159
-0.7886
-0.8512
-0.1968
-0.2105
-0.3666
-0.3505
-1.775
-0.1461
0.2319
-0.2353
-1.3785
-2.2419
0.6246
-0.4429
1.5236
-0.0656
0.5937
-0.2048
-0.293
-0.7959
1.4103
-0.4612
0.0112
-1.0102
-0.3258
-0.8545
-1.1651
0.9417
-1.0779
-0.2359
0.4456
-0.0246
-0.2386
0.2478
2.1458
0.5496
-0.5893
-0.3893
0.8741
0.2905
-0.9827
2.2094
-0.6372
-0.6819
-0.1498
0.8722
-0.4003
-0.9182
1.5069
1.4943
-0.992
0.8501
0.2506
0.1517
-0.4225
0.0298
-1.0057
0.6123
-0.4177
3.2243
-0.2629
-1.2537
0.4727
-0.1933
-0.5952
-0.5504
-0.1273
0.7894
2.1568
-0.5476
-1.0204
-0.5629
-0.1946
-0.588
-0.2768
2.0611
-0.9225
0.3311
0.9808
0.1025
0.0207
-1.2694
0.3282
-0.0139
-0.3919
0.4335
-0.5136
-1.8992
0.107
-0.6034
-0.4925
-0.4182
-2.0298
0.0142
-0.822
0.113
-0.1996
0.5451
0.4618
1.3374
0.1497
0.6807
-0.2108
0.0484
-0.568
0.4146
2.1889
1.3937
2.3649
1.4463
-0.9516
-0.4704
0.3893
-0.3095
0.1644
0.9899
-0.1219
2.4721
1.0012
-1.6264
0.4834
0.6551
2.1722
-1.2021
0.1612
-0.7482
-0.2696
-0.4569
-0.4277
-0.4078
-0.3287
1.4991
1.5075
-0.637
1.3253
0.614
-0.4588
-0.1808
-1.7408
-0.39
-0.5446
0.3343
0.1967
1.1415
0.6836
-1.2531
1.8444
0.5587
0.7857
2.1587
-0.4677
-0.8127
0.799
0.733
1.9423
1.2801
1.5752
-0.5526
-0.7057
0.842
-0.1569
-0.1592
-1.8947
-0.2223
-0.8357
-0.3516
-0.207
-0.0039
0.3573
0.6996
-1.563
-1.4169
-0.4256
-0.5879
-0.0088
0.0434
3.2
-0.015
-1.9421
-0.7801
-0.706
-0.1559
-0.4106
0.1143
1.9874
-1.0892
-0.4096
0.4156
-0.3083
-1.8275
-0.0894
-0.6329
-0.6535
-1.0039
0.2371
2.9177
1.5755
0.3522
0.7867
0.1083
1.6387
0.9748
0.983
0.9227
1.0377
0.4193
1.7741
-0.6818
-0.9522
-0.0333
-0.2746
0.9416
-0.1361
1.0197
0.7102
-0.782
1.0157
-1.2299
-0.7883
0.1419
-1.2521
-0.1119
-0.9981
-1.7246
0.1328
-0.9974
-1.5083
0.1801
-0.7726
-0.9009
-0.7168
1.6061
0.8067
-0.7154
-0.2626
-0.2656
0.1373
-0.1288
0.25
-1.0447
0.3719
0.4651
0.464
0.9624
0.9003
1.2035
0.7993
0.1618
2.4901
-0.0032
-0.0154
-0.3203
0.1527
-1.0209
0.299
0.9844
0.2185
-0.6978
0.7637
2.2317
-0.1491
-0.7459
2.2714
1.2325
-0.836
-0.5717
1.3808
-0.1348
0.4901
0.161
1.2335
0.5821
0.3534
0.2748
-0.8563
-0.1566
-1.2125
-0.8088
0.0874
1.4431
0.6856
0.5731
0.6809
-0.5795
0.1245
0.1458
-1.0672
-0.4961
-1.9649
0.4961
1.017
-0.5283
0.273
0.6348
0.8226
-0.1363
-0.4213
-0.9347
-1.3635
0.5897
-1.0407
0.471
-0.2937
2.5978
-1.1196
0.4611
-0.6928
-0.2476
1.5926
-0.2124
-2.669
-1.1249
1.494
1.9118
0.4557
-2.3215
1.2594
1.2975
0.7836
-0.8313
0.2375
1.669
-0.641
1.5058
-0.8643
1.0709
0.4469
0.4132
0.9718
-0.555
0.1677
1.0302
-0.0977
-0.3414
-0.978
0.6405
-0.6427
1.1674
0.2927
-0.6129
-0.3084
0.2088
-0.1305
-0.1401
-0.6406
-0.5176
0.3572
-0.0843
1.3504
-0.6
2.1873
1.3951
-1.8075
-0.2612
-0.4957
1.048
1.8757
-0.9689
1.7236
-0.5553
-0.3148
-0.0466
1.01
0.3109
3.1412
-0.5538
-0.5242
-0.7625
-0.8541
-0.2401
-0.4371
-0.6538
-0.5663
0.2319
-0.3543
20.666667
1
2,901
49.83
BREAST CONSERVING
Breast Cancer
Breast Invasive Ductal Carcinoma
High
0
LumB
2
Positve
Positive
2
NEUTRAL
Negative
Ductal/NST
1
Pre
8
Left
0
3.05
IDC
Positive
1
null
25
1
Died of Disease
1.7325
-0.7262
0.7318
0.9388
-1.0443
0.9355
1.0096
-0.295
-0.4077
-1.2686
-0.0958
-0.1858
1.0574
1.4122
0.1745
1.7929
1.4864
-0.9216
0.3271
1.371
-1.498
-0.832
-0.0777
-0.6417
1.2659
1.3264
-0.3009
0.8616
0.8004
1.6086
0.3356
-1.0963
-1.915
-0.1993
-1.3133
-1.1813
1.3641
3.1596
1.5741
0.5433
-1.148
-1.2502
0.1011
-1.3053
0.4729
-0.8697
0.7181
-0.8157
-0.9318
0.0321
0.0368
-0.7924
-0.6887
0.1753
0.6365
1.0578
0.1044
-0.9118
1.6207
1.3593
1.9311
2.2018
-0.5621
-0.7069
-0.8106
0.6715
2.7318
0.4657
-0.9931
-0.3822
1.532
0.8719
-0.6755
-1.8466
-0.3589
0.8193
1.7057
-1.0325
-1.1579
1.3926
-1.7134
0.1924
-1.3989
1.6652
-0.6781
-1.9068
0.2163
1.134
-0.2739
-0.9615
-0.2558
-2.5142
1.0881
-1.1118
0.3433
-0.9438
0.4434
1.3387
-1.8048
-0.0371
-0.7799
1.5042
0.407
0.6283
0.271
0.1502
0.0394
-0.3821
-1.6224
0.9984
-1.7419
-0.6078
-0.7349
-1.7959
0.0106
-0.7745
-1.054
2.5133
0.0121
0.0293
0.2489
0.3569
2.1013
0.9794
-0.6784
-0.1763
-0.875
-0.0551
-1.0465
0.4528
-0.3861
-0.7975
0.551
1.8974
-0.5939
2.5797
-1.8281
0.1464
-0.2286
0.1089
-0.5779
1.3161
0.0838
-1.2821
-2.1338
-1.1232
0.5613
0.9135
-2.6445
-0.619
-0.9188
-0.9463
-0.847
1.6014
-0.5544
-1.1297
-0.4316
1.0569
0.3737
1.0816
-1.4267
0.0778
-0.7153
-0.384
-0.2372
-1.7253
-1.7594
0.2969
-2.0497
-0.3792
-1.7654
0.6906
0.7233
-0.56
1.5679
0.0992
0.0008
0.5549
-0.789
0.0414
-0.2353
1.2224
-1.2249
-1.0256
0.842
-1.6365
-1.6914
0.8158
1.0445
-0.6005
-1.379
-0.6729
-1.253
-1.4718
0.4541
-1.6471
2.5389
0.1204
1.5345
0.2952
2.357
-0.1606
0.5149
0.7893
-0.7842
-0.5478
-1.8109
-0.6266
-0.7874
0.0061
0.2693
0.7845
-0.2588
1.459
-0.9287
-0.2407
-0.1601
-0.4953
0.522
1.4777
-0.4227
-0.9158
-1.1365
-1.2025
-2.0007
-0.3409
-1.8658
0.1304
1.2022
-0.7171
0.9283
-2.1018
-2.4133
-0.0281
-1.2111
1.2088
0.2357
-1.2981
-1.6267
-0.3369
1.0475
0.9689
0.5715
0.8123
1.3088
1.5463
-1.6222
0.0689
0.9549
-0.2753
-1.3842
0.0263
0.0971
0.1187
-0.2255
-0.4376
1.1315
0.437
-1.2825
1.9414
-0.6935
-2.3938
3.8438
0.8239
0.6359
-1.1199
-2.5284
-0.9706
-1.5889
-1.7507
1.1524
0.3886
0.6119
-1.4262
0.332
-0.8193
-0.77
0.7888
-0.693
-0.4418
1.5507
-0.1113
2.0045
-3.0421
-1.3975
0.2244
-1.4911
-0.8786
0.131
2.2838
-1.1647
-0.2761
-1.1959
-1.0065
0.4872
0.2336
0.3398
1.0353
-0.2942
-1.0581
-0.7632
-0.4476
0.9153
-0.2792
0.7016
-0.8257
-0.2174
0.1245
-0.8994
-2.1567
0.7008
0.7395
0.9105
0.8566
3.0033
-1.9309
0.5934
0.9635
1.9271
2.0538
-3.5597
-0.3476
-1.4196
1.2306
0.3648
-1.1664
-0.6422
-0.0649
4.5072
-0.346
0.0669
-2.4929
-0.6612
-3.2155
0.5075
-0.8866
-1.3565
-0.223
-1.2809
0.0214
0.4548
0.1303
0.2259
1.4225
1.0179
0.3549
-0.4292
-0.168
-0.1735
0.4544
-0.0861
1.0601
0.599
1.5337
1.3329
0.9548
-1.3955
1.5325
-1.8627
-0.9126
0.167
1.4792
1.5854
0.7869
-0.7003
0.981
0.4569
-1.0664
-1.3136
-0.3436
0.9073
-1.253
0.2167
0.0595
-2.0588
1.1229
-1.6773
-1.1828
1.9593
-0.4423
-1.5884
-0.5312
-4.0281
1.393
1.2548
-0.5484
1.0228
1.2006
-1.3769
0.4898
0.8084
-0.2525
-0.4384
-0.7983
-2.1106
1.9128
3.5086
0.5392
1.735
0.4237
0.083
0.0305
-0.6765
-1.2014
1.4792
0.5624
-0.77
-0.387
-0.6077
1.2226
0.6737
-0.7448
1.4397
0.0481
-0.0573
-0.2707
-2.4259
-0.219
0.5453
-1.2224
-1.1916
1.3269
0.0876
0.4127
-1.9207
0.947
0.8998
-0.5531
2.7079
-0.6133
-1.2187
0.9412
0.0002
0.5031
-1.2756
-0.7425
-1.1285
0.232
0.0082
-1.6764
-0.4547
0.7129
-0.6263
-0.5237
-0.3908
8.3818
1.1663
-0.495
0.3613
-0.7158
-0.6259
-1.0967
-0.2546
-1.5349
3.879
-0.5758
-1.313
-1.0392
-1.3674
1.5376
0.7642
0.6952
0.0481
-0.1706
-1.1382
-0.1472
-0.5142
2.2284
-0.1923
2.0488
-1.8753
-0.1364
0.5124
0.2824
1.4844
0.2093
1.3924
0.6098
-1.2551
-1.6331
-0.1957
0.3336
-0.1379
-1.3783
0.5178
0.6421
-0.3959
-0.7736
-0.8732
218.3
1
2,904
34.83
MASTECTOMY
Breast Cancer
Breast Invasive Ductal Carcinoma
High
1
claudin-low
2
Negative
Negative
3
NEUTRAL
Negative
Ductal/NST
0
Pre
10
Left
1
5.05
IDC
Negative
1
null
25
2
Died of Disease
0.8157
-1.2094
2.141
-2.3521
-2.1222
1.4951
-0.4805
0.2297
0.8995
-1.1743
0.0807
-0.6285
-0.3198
1.2353
0.8979
0.586
0.3294
-0.9919
1.4907
-0.1392
-0.4926
0.212
-1.7158
3.3769
1.183
0.3729
1.7827
-1.1271
0.7563
-1.3283
0.1246
1.1018
-0.3934
1.5058
-0.1085
0.4656
0.1512
-0.3081
0.6483
1.059
2.0371
1.2169
2.7251
-0.3286
-0.052
-0.3504
-0.5558
-1.9363
0.4479
0.6015
-0.5995
0.2063
0.0211
-1.6503
0.4089
-1.0084
-2.1646
0.1639
0.3201
-1.4438
-1.541
0.3757
-0.5287
-1.4991
3.114
0.2198
1.143
-0.4554
-0.0209
-0.2851
-1.3036
0.7259
-1.3613
-1.1313
-0.8069
0.8193
-0.9187
-0.426
-0.3578
0.3472
-1.0272
-0.5415
-0.0729
-1.6675
-0.5547
-0.1012
-1.0947
-0.7289
-1.8484
0.0312
0.4284
-2.0334
0.2019
-1.8055
1.0185
-1.1788
-0.0897
0.515
-1.3668
0.4105
-1.0893
-0.2525
-1.002
-1.0366
-0.6831
-0.082
3.0298
0.0138
-1.5125
-1.7775
-1.0868
-0.1965
-0.6855
-1.0814
-1.4216
-1.2075
-0.1892
-0.0012
0.1819
-0.5604
0.7838
2.2849
-0.3786
-1.8162
-0.529
2.2449
2.3573
-1.2783
-0.6455
-0.1402
-0.3431
0.7832
-1.5948
-0.5275
-1.8358
1.2722
0.1384
0.7228
-0.6972
-0.7437
-1.7378
-1.3747
1.1537
0.8875
1.3224
-0.5661
-0.1673
-0.7659
-0.7823
-0.3877
-0.9655
-0.867
0.0267
-0.3115
0.4799
0.1581
-0.1912
-2.7571
1.0198
2.4615
-0.4888
-0.7971
-0.7148
0.9978
-0.7385
0.2144
0.381
-1.1048
-0.3178
-0.5075
-0.3578
1.1891
0.1522
-0.4922
-2.1055
-1.1197
-0.2656
1.0392
0.4776
-0.8441
-0.8053
-0.0269
1.2369
0.1081
1.0161
-1.638
-0.2252
-1.1193
-0.2898
-0.1315
-0.6641
-1.2367
0.171
-0.2183
3.7391
-1.7508
-0.7596
0.4783
1.4024
-0.2186
-1.8284
-0.1482
0.9269
1.7444
-0.2963
-0.7963
-1.0781
0.6531
-0.4074
0.6455
-1.2459
-0.0669
0.1357
1.9297
-0.8137
-0.6331
-0.6833
-0.6468
0.4861
-0.7757
-0.1779
-0.5598
-0.5188
2.7194
0.6275
-0.4905
0.7374
3.1703
-0.7194
-0.0286
-0.8817
0.3223
-1.151
-1.3404
1.0813
-1.1804
-0.6789
-0.297
0.4796
-0.5063
-1.469
-0.2718
1.0293
1.3374
2.1595
-0.7444
-0.3513
0.7777
0.0328
-0.2143
1.0451
-0.0523
0.1993
0.2575
-1.6641
-0.5193
-0.3952
-1.2488
0.8768
-0.0632
0.0656
-2.1989
-1.3776
1.9838
3.1114
0.0146
-1.6745
-0.3198
-0.1935
-0.9845
-0.8673
-0.3596
0.3338
-0.3059
-1.1514
-1.1126
-0.7811
-0.2307
-0.6508
-0.3603
-1.7205
-0.9216
0.0894
0.3877
-2.6856
-0.6272
-0.4769
-0.4012
-1.5481
-0.9813
0.4895
-0.1944
0.2092
0.7287
-1.4593
2.2768
0.9423
-0.006
0.7553
-1.3125
3.0001
-1.5306
-1.6218
0.0293
0.0649
1.9683
0.9333
-0.7013
-0.1685
-1.5248
0.745
0.1217
-0.2649
-0.1066
-2.4714
-1.7653
-0.7447
1.8764
-0.5562
-2.3819
-0.0954
0.417
-0.8718
-0.1438
-0.7857
2.104
0.1245
1.0121
-0.5678
0.5161
-0.2058
-0.769
5.0616
-1.5159
-1.292
-2.253
-1.8634
0.1089
-0.8133
-1.6352
-0.2776
0.146
-0.9486
2.1508
0.9714
-0.486
3.0842
-1.1685
-0.6339
-0.5827
-0.2394
0.0661
2.7407
-0.4649
-0.3709
-0.8343
0.7888
1.741
-0.7546
1.5061
0.2399
0.1502
-0.887
-0.3776
-0.1071
-0.6308
0.4539
0.9226
-0.9206
-0.5516
0.1703
-0.6529
-0.3171
0.1553
0.0615
-1.5865
-1.0314
-0.3437
0.5353
0.4185
-0.0073
-0.3822
-1.054
-0.2006
-0.0205
-1.6218
0.3334
-1.0473
1.1275
-0.6585
-1.6052
-0.0345
1.2755
0.3765
2.5472
0.4909
-0.4045
-0.0194
-0.3852
0.2043
-1.8033
-0.0393
-1.8466
-0.039
-0.0384
-0.5841
-0.1355
-0.0659
0.094
-0.6637
-1.5399
-1.0478
1.8874
0.2976
-0.8738
1.026
-2.7936
-0.2903
-0.1331
1.6555
1.2846
0.8619
3.7125
0.2133
1.5496
1.3
2.1358
-0.046
-1.0969
-2.1336
1.8577
2.2392
1.0787
0.2203
-2.2677
-0.2712
0.2396
-0.6071
-1.0707
0.6999
-0.9219
-0.1227
-1.1367
-1.3776
-0.105
-0.9785
0.3678
-0.0729
-1.5691
-1.0552
0.6509
0.1167
-1.0218
0.2827
1.0398
-0.159
2.1372
-0.7269
-0.5081
0.0077
-1.6856
0.6903
-0.8547
-1.1585
0.2689
-0.1337
-1.3966
-0.9545
0.0701
0.2529
0.6079
-0.3543
-0.1092
-0.7052
-0.5415
1.104
0.5699
0.3895
0.0065
1.729
-0.1047
0.4577
-1.5764
-0.9092
-0.0304
0.1936
-0.7376
-0.0616
-0.3458
125.6
1
2,912
59.6
BREAST CONSERVING
Breast Cancer
Breast Invasive Ductal Carcinoma
High
1
Basal
2
Negative
Negative
3
NEUTRAL
Negative
Ductal/NST
0
Post
10
Right
5
6.04
IDC
Negative
1
ER-/HER2-
20
3
Living
1.1166
0.3675
-0.0717
0.2029
-2.421
0.8721
0.1421
-0.8778
-0.452
-0.5054
0.331
0.5758
-1.554
0.5209
1.862
0.1675
1.7487
-1.9292
-0.692
-1.3048
-1.5284
0.0436
-0.6542
-0.1412
1.4544
0.7319
1.0389
0.925
0.2847
-1.4938
2.0812
1.6082
-0.1371
1.4195
0.6919
1.1891
-0.0131
0.5348
1.151
0.9905
1.6998
0.523
-0.055
-1.4393
1.4809
0.0448
1.1387
-1.6029
0.3656
0.911
0.4631
-0.8303
-0.3905
-0.7446
-0.4524
-2.1202
-1.0427
-0.6316
0.1326
-1.096
-0.1189
0.5815
-0.5262
-1.8335
0.0788
-0.5343
0.3164
0.7433
0.4448
0.8104
-1.0712
-0.9407
-0.8837
-0.5401
0.2067
0.8852
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0.2307
0.0558
0.1026
-0.5524
-0.7939
0.7421
-1.2642
-0.672
0.6546
0.3952
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0.4568
1.8143
0.6199
0.6148
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0.7147
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0.1221
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2.3063
0.0776
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1.5192
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0.8369
0.835
3.1287
1.8046
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0.5075
1.0485
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0.4417
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0.6403
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0.4879
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0.4786
0.5006
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0.3365
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0.5948
1.1219
-1.0735
0.9932
0.6336
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1.5104
0.8313
-0.6237
2.3574
-0.3728
0.2174
-0.2702
-0.8224
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-0.6458
1.1476
-0.6639
1.4386
0.1828
0.3397
0.0267
-0.628
2.1034
-0.2962
-0.0063
0.1701
0.9916
0.4069
1.9364
-0.0974
0.1061
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1.4405
-0.8214
-0.7326
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-0.2887
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0.8424
0.8207
-0.8497
-0.8546
1.5471
0.7676
0.3396
-0.304
-1.2953
1.7184
-0.193
2.5607
-0.6953
0.1865
0.7625
1.5015
1.1157
2.2396
0.8873
1.4882
1.4056
-0.2449
0.2195
-0.1944
0.4353
0.0263
0.5444
-0.3338
-0.5889
1.4691
2.0129
0.0837
-1.2188
0.1168
0.3841
-0.2108
0.077
1.2063
1.3079
0.2062
-1.1395
0.9181
0.8231
-0.4756
-1.234
-0.9845
0.9733
-0.2897
0.7628
0.4636
0.1491
-0.0088
1.15
-0.2113
0.0656
0.0024
-0.9419
0.4405
-0.1
0.1722
-1.0802
-1.5543
-0.7209
1.0508
-0.3891
1.2155
-0.0731
-0.8569
-1.6019
-0.2554
1.9135
0.5352
0.1644
-1.0086
-0.2344
-0.1879
0.3937
-1.3494
-0.3366
-0.1817
0.3617
-0.4413
-0.8414
-1.8807
-1.7291
-1.2685
1.2978
-1.6074
-0.2822
0.6768
1.9489
-1.3538
-0.2936
0.1686
-1.056
-0.5092
-0.6822
0.7962
0.0667
-1.1519
0.4917
-0.7895
1.4792
0.0188
0.2666
1.2555
-0.2787
0.3572
-1.0447
-1.7242
0.3003
-1.2114
-0.3569
0.6606
-0.4073
0.8064
-0.3511
0.4697
1.5412
-0.3074
1.034
-0.9784
0.3993
2.3971
-0.0642
-1.1742
-0.5777
0.1471
-0.2119
-0.2443
-0.3292
-1.5676
0.3588
-0.1023
1.9828
-0.5239
-0.4462
-1.0349
-0.1868
1.5955
0.174
-0.5644
0.0241
0.7052
0.0087
-1.218
-0.4052
-1.2458
0.1452
0.7946
0.3985
-0.3485
-0.2501
2.3405
-1.194
0.2018
0.8221
-0.8089
-0.2539
-0.5096
0.0279
0.4359
-1.4494
-0.3372
1.1884
-0.447
1.6932
-0.0922
-0.0861
-0.7495
0.8148
-0.5997
0.7044
0.4482
-0.0295
0.1351
2.1684
0.2779
-0.2743
0.4738
1.3833
-0.9939
-1.1585
-1.1912
-0.6535
1.0675
-0.1323
0.7645
0.6515
1.0885
0.1994
-0.0142
-0.21
-0.445
-1.1071
1.1417
-0.9556
0.087
3.783
-0.2661
0.9093
0.3974
1.5265
-0.8185
1.1413
-0.4198
-0.2157
-1.5494
-0.1853
-1.3629
-0.4978
0.6799
-0.33
1.2922
2.3527
0.657
0.5425
-1.6357
-0.786
0.809
-0.2476
-0.6783
-0.09
-2.5838
0.5908
1.4598
-0.0019
-0.6164
0.5281
2.5749
0.4681
-0.0898
0.6157
1.0175
-0.1245
-0.7759
0.1536
1.6856
0.8312
1.2857
-0.0716
-1.7922
-0.1181
-1.3748
0.2203
-1.4056
-0.1568
-0.7722
0.3404
-0.5403
-0.9376
0.092
0.7559
2.2501
0.3324
0.0153
2.5203
0.2396
0.0998
0.5398
-1.5894
0.3234
0.813
0.6889
-1.6514
0.162
-0.8194
-0.5576
1.2391
1.1396
-0.0315
-0.6721
1.6676
-2.1681
-1.1041
0.9193
1.0368
0.4725
-0.8281
-0.3477
0.6189
-0.5759
-0.3483
0.7989
0.1814
0.5037
1.6477
1.5367
-1.2024
-1.1706
0.5699
-0.8488
1.2823
-0.3474
-0.2594
-0.1997
267.4
0
2,916
48.93
BREAST CONSERVING
Breast Cancer
Breast Invasive Ductal Carcinoma
High
0
LumA
2
Positve
Positive
1
NEUTRAL
Negative
Tubular/ cribriform
0
Pre
3
Left
0
2.032
IDC
Positive
1
ER+/HER2- Low Prolif
16
1
Living
-0.4143
0.7917
-0.2014
0.6321
0.3994
-0.9091
-0.3921
0.4443
-2.1651
0.1769
-0.9644
-0.3954
0.0094
0.2776
-0.6032
0.3157
0.2079
-0.4086
0.3077
0.4922
0.7552
-1.0442
-0.1427
0.1783
-0.7132
-0.5673
-0.7067
-0.4066
-0.8941
-0.4945
0.3464
0.3993
0.901
-0.8105
-0.0955
0.9585
-0.6787
0.6056
1.0156
-1.1815
0.1534
-0.3847
-0.4611
2.4396
-1.0735
0.3135
-1.3466
0.6325
-0.0091
-1.0958
-0.6391
0.9054
2.0151
1.2014
0.4264
-0.241
0.6886
-0.652
0.5661
0.3167
-0.4505
0.3416
-0.1244
0.2338
-0.2345
0.8875
-0.2124
-0.0776
-0.1266
-1.6777
-0.3244
-0.1619
-0.6516
-0.7319
-0.1693
-0.0749
-0.3702
0.0401
1.0072
-0.5755
0.3046
-0.1854
-1.3892
-0.2086
-0.3377
0.8935
-0.653
-1.0258
0.2709
-0.5348
-0.265
0.073
0.3783
0.7604
-0.9373
1.0964
1.2926
-0.0005
0.1048
-0.3725
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0.4794
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1.6297
0.8243
0.3659
1.401
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0.8528
1.3571
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0.9921
-0.3056
-0.0372
-0.241
-0.5437
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0.427
0.8458
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1.1746
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0.2319
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0.1455
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0.0961
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0.8351
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1.1509
0.5297
0.6433
0.1005
-0.5891
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-0.154
1.9433
-1.2804
-0.0912
-0.4801
1.8179
0.8826
1.2629
-0.0258
0.9084
-0.3213
0.1968
-0.599
-0.7075
-0.6932
1.5384
1.2971
0.4126
0.2449
-0.1317
-0.4211
0.9407
-0.2713
-0.9543
-0.9689
-1.7531
2.5977
0.2874
-0.8962
1.8495
0.3221
-1.1042
0.8909
-1.1007
1.555
0.8517
0.8799
1.5139
0.7796
0.0522
0.3031
-1.0979
-0.4361
0.1722
0.0714
0.0036
-0.9233
0.7178
-1.3441
-0.0974
-0.0947
0.402
-0.3392
-0.7422
0.5896
-0.6465
-0.1951
0.667
-0.7397
-0.3005
-0.0529
-0.1186
-0.0937
0.749
1.9762
0.6007
-0.8236
-0.8184
-0.5232
1.6372
0.126
0.0568
1.1772
0.4403
-0.1799
0.3279
0.9637
0.5485
2.2976
0.1417
-0.806
0.2048
0.7134
-0.248
-0.4436
0.2917
-0.0196
2.5318
1.2706
-0.9394
-0.4846
-0.1513
0.8505
-0.0376
0.735
-0.4588
0.8829
0.3095
-1.0981
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0.563
0.0302
1.1972
-0.4094
0.9302
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0.4374
0.1633
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-0.21
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0.166
0.5096
0.1557
2.5351
1.2478
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1.06
0.6078
0.7149
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0.6239
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0.5357
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1.5448
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-0.0027
0.0207
0.2574
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0.496
0.84
0.3988
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0.6647
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1.565
0.0707
1.228
0.411
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0.345
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0.6727
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0.9058
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0.4927
0.1633
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0.8247
0.5103
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0.7146
0.2641
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1.0417
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1.1346
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0.4726
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0.923
0.8112
0.2715
-0.4911
-1.0453
2.0363
-0.8098
-0.5227
-0.0004
-0.4538
0.0611
-0.3651
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-0.0043
-0.5411
0.4854
-0.5685
-0.3417
0.1729
2.3226
1.6602
-0.4392
-1.3551
0.1731
1.4549
-0.4322
-0.2543
-0.7139
-0.3549
-0.0697
-0.4933
1.1088
-0.1783
-1.6981
0.3023
-0.4523
-0.8285
0.0705
0.3636
0.3705
0.3618
1.2241
-0.5281
1.3231
-1.4588
1.25
-0.2936
-0.6932
-0.2102
0.0556
-0.7781
-0.374
1.3955
-0.0908
-0.4715
0.1926
0.1001
0.3241
-0.3894
0.5987
-0.8423
-0.1205
0.3181
-0.0263
1.064
-0.247
-0.8161
0.5145
-0.229
0.0787
0.0165
-0.5603
-0.6327
0.7369
0.6754
-0.5955
2.0923
-1.2431
0.0998
-0.02
0.4052
0.0727
-0.8363
0.0946
-0.1368
-1.3511
-1.0554
0.6881
0.7426
0.1239
1.0713
-0.4542
1.2278
0.4423
-2.2371
-1.1091
-0.1918
0.2691
1.1603
1.2686
0.288
-1.5951
-0.4947
-1.1437
0.0378
0.1189
0.3777
-0.7226
-0.0159
-1.384
-0.1446
0.1816
1.1952
0.4307
-0.1816
-0.5685
0.8616
-0.4609
1.3894
1.0095
1.6804
0.2289
-1.1278
-0.0937
0.2909
-0.154
0.3821
0.5778
-0.1006
-0.7658
-0.1396
1.1338
0.9875
-0.3027
-0.7848
-0.2505
2.036
-0.1074
0.3749
1.6355
-0.1993
-0.2974
0.485
0.1434
-1.0309
-0.8737
-0.8274
0.6534
-0.4317
-0.9347
266.933333
0
2,917
33.9
MASTECTOMY
Breast Cancer
Breast Invasive Ductal Carcinoma
High
1
Basal
2
Negative
Negative
3
NEUTRAL
Negative
Ductal/NST
0
Pre
10
Left
2
5.06
IDC
Negative
1
ER-/HER2-
30
2
Died of Disease
0.0707
0.332
0.5858
-2.2721
-0.6616
0.9063
0.5837
0.5641
0.4928
-1.2514
-0.3575
0.4852
-0.8472
3.3287
3.4835
-0.6492
3.1891
1.0003
1.7749
0.5807
-0.2048
-0.4292
-0.3979
-0.3574
1.973
2.449
2.4632
1.6272
1.2297
-1.107
2.3944
1.4257
-0.8781
3.8507
0.8757
1.0446
0.8514
0.3639
2.1902
2.4663
1.0928
1.8434
0.2183
0.4805
1.3004
-0.795
-0.5752
-2.2948
0.4557
0.4207
0.2562
-0.6451
-0.7059
-1.8861
-1.5123
-1.234
0.0534
0.5112
1.4024
-0.8118
-1.4791
-0.0121
-0.4584
-1.1907
0.292
-0.527
-0.1886
0.6688
-0.2326
-0.4157
-0.0434
-0.4347
-0.9855
-0.1422
-0.1026
1.9264
-1.1549
-0.638
-0.665
0.6447
-0.2239
0.2208
0.4713
-1.6814
-1.546
-0.4682
-0.0337
-1.7027
-0.7509
0.8993
-0.5092
1.7426
0.9891
-1.1948
0.5985
-1.6948
-0.5637
1.4682
-1.2144
-0.2073
1.1438
-0.0568
-1.0066
-1.2287
2.328
-0.4805
-0.6755
4.1524
0.0193
-1.1287
-0.5625
-0.3507
-0.3448
-0.2231
-1.957
0.2022
-0.0473
1.8779
-1.582
0.7072
1.6022
-0.4007
-1.0217
-2.1041
0.2086
-0.504
-0.5003
0.8786
-1.303
1.0896
0.3531
0.4198
-0.6799
-0.983
-0.2972
0.8927
0.2948
-0.7819
1.8587
0.7053
-1.8064
-0.0511
1.2539
1.4107
-0.0255
1.4211
0.7896
-1.2738
-0.6338
-0.0622
-1.6045
-0.2455
0.2881
2.4974
1.6854
-0.8745
-1.1353
-0.9565
0.357
1.1695
-0.7748
-0.6227
3.1972
-0.1049
0.5861
-0.4768
-1.1231
-0.2337
-0.6752
1.0411
0.1048
0.6049
0.7945
0.1109
-1.4866
-0.7318
0.8091
0.1013
0.7224
-0.917
0.7052
-1.2534
0.9763
-1.0528
0.5674
-1.0942
0.676
-0.7567
-0.8927
-0.0646
-2.5114
-0.3599
0.4977
1.65
0.6014
-0.4617
-0.9968
0.2903
0.9931
-0.2234
0.651
-1.09
0.3389
0.582
0.7152
-0.3752
0.3979
1.9019
-0.6237
0.691
1.8932
0.9579
-0.7673
1.764
-0.1102
-1.1438
1.9131
0.3424
-0.7062
0.724
-0.8749
-0.9913
0.401
2.788
0.1876
-0.5956
0.879
0.1662
0.2385
0.3986
-0.4926
0.799
-0.9691
-1.2863
1.4178
1.3741
-0.599
-2.6741
0.6051
-1.7427
0.798
1.3446
1.183
-0.1301
1.341
0.7553
0.3962
-0.8728
-0.4626
-0.0259
0.3791
0.3887
1.3448
0.2038
0.6396
-0.2072
0.7452
-0.3565
-0.0198
-1.071
-2.2687
-0.8816
0.6025
0.4689
0.5254
-0.3413
-1.1387
-0.1959
-0.3781
-1.0761
-0.8935
-0.7135
0.3137
-0.7889
-0.8635
0.45
0.1567
0.382
0.4176
1.224
-0.8217
0.204
1.8179
0.0068
-1.3233
-2.0276
-0.4143
-0.0602
-1.0705
-0.579
0.261
-1.9176
-0.6392
-0.1366
0.1447
-1.65
-0.4483
0.1753
0.6405
-0.7422
2.662
-0.2461
-1.7326
-0.2345
0.0746
0.348
0.8144
-0.4455
-0.4297
-1.3475
1.07
1.3253
-0.2489
-0.4467
-1.2316
-1.4076
1.8933
0.3551
0.4917
0.1045
1.3564
-0.7132
-0.6882
-0.6634
-1.6945
1.4533
0.0883
-0.9078
-0.4594
-1.7142
0.4169
-0.6453
1.2323
-0.3262
-0.1448
-1.2395
-0.8931
-1.0465
0.8565
-1.0827
-0.601
0.5733
0.1316
1.7611
-0.8564
0.146
0.9424
-0.4373
2.2411
1.4882
-1.2361
1.425
-0.2195
0.7688
0.7197
-0.5189
-0.063
1.0264
-0.8481
1.0329
-1.06
0.1357
0.5439
0.1909
-0.1935
1.0527
0.0179
0.0149
0.9928
-0.1964
-0.4919
0.347
-0.0337
0.9875
-1.2805
-0.0926
-0.9503
0.1505
1.8499
-0.9459
1.036
0.7655
0.174
0.2704
0.6817
-1.3748
-0.3063
0.3692
0.2546
0.3464
-0.522
4.3761
1.3896
1.2699
-1.2399
1.798
-0.9372
2.8595
0.4125
-0.1
-1.3368
0.1962
-0.5465
-0.1643
2.2239
1.0615
-0.3934
2.4082
1.6197
0.3492
-0.6868
-1.0282
0.8655
-0.6775
0.2342
1.0461
-1.1166
0.271
1.3285
-1.6096
0.7235
-0.1397
2.1141
0.3149
0.0503
0.0144
0.5514
1.0217
0.2914
1.9927
2.4995
1.5764
2.9732
-0.2441
-2.1256
-0.178
-0.2005
-0.0658
-0.983
-0.2747
-0.3161
-0.0522
0.1118
0.0762
-1.6592
-0.3818
1.1998
-0.2578
-0.3854
1.0857
0.7736
0.0362
0.0784
0.9515
0.7312
2.1492
0.032
-0.9315
0.2731
-0.5758
-0.411
1.7305
1.9191
-0.0949
3.0554
3.6446
-1.2396
-2.0645
0.2983
3.6744
-0.1779
-0.2701
0.1361
-0.6912
-0.9794
-0.381
-1.8971
0.783
0.159
1.3909
-0.7497
-0.5665
-0.2497
-0.8864
-2.7245
-0.8498
-0.9628
-0.9421
0.1454
31.933333
1
2,919
59.13
MASTECTOMY
Breast Cancer
Breast Invasive Mixed Mucinous Carcinoma
Low
0
LumB
2
Positve
Positive
1
NEUTRAL
Negative
Mucinous
0
Post
8
Left
0
2.04
IMMC
Positive
0
ER+/HER2- Low Prolif
20
1
Died of Other Causes
-0.2693
-0.2753
-0.775
0.1642
-0.2001
-1.3612
0.0701
-0.7382
-1.1678
0.5237
0.0214
-1.0317
-0.2464
-0.3386
-0.8852
1.5638
0.232
-0.511
-0.9549
0.1965
0.6956
-0.861
0.63
-0.4057
-1.0371
-0.4167
-0.6901
-1.1592
-0.69
0.6251
-1.7749
0.4802
-0.1609
0.0633
-0.5106
0.0393
0.0823
0.8527
-0.0738
-0.8155
-0.727
-0.8674
0.0242
-2.0241
-0.5801
-0.1692
-0.6414
0.8583
-0.7378
-1.2665
-1.2255
1.053
-1.6334
-0.5821
0.5959
-0.0633
1.2147
0.933
-0.0133
0.488
-0.2605
0.4293
0.0234
0.2544
-0.3748
-0.7429
-0.632
2.6496
-1.0842
-0.1016
0.26
2.7168
-1.8846
0.2111
0.1235
-0.7391
1.2955
0.4242
-0.6063
0.2401
0.0166
0.46
-1.2309
0.2295
-0.4701
-0.3164
-0.6461
-0.6007
1.5964
1.6322
-0.482
0.1736
-0.4452
0.7291
-0.2512
1.9448
1.8337
-0.0269
0.1458
0.0046
0.1072
-0.2011
0.8614
-0.4545
0.5792
0.126
-0.3466
-0.5406
0.2356
0.4826
0.8443
-0.5308
-1.6068
-0.6748
0.5542
-0.1633
-0.5506
-0.9507
-1.2164
-0.0337
-1.243
1.7874
-0.2428
-1.6409
0.0642
-0.0591
1.8778
-0.2235
0.0626
0.1293
-0.3683
-0.896
0.7802
1.0453
-0.7536
-0.5434
1.3372
-0.276
0.3829
1.4502
0.5126
-0.5525
-0.7926
-1.0686
0.8469
-0.118
-0.7034
1.3941
-1.0356
-0.5894
1.1624
1.2976
-0.7536
1.0333
-0.9104
-0.148
-0.4234
0.9123
-0.3531
-0.6731
0.5349
0.7146
-0.8865
0.6702
-0.5334
-0.693
-1.1062
-0.6413
0.0777
-1.0386
0.6873
-0.3436
0.6739
-0.1125
0.6736
-0.3925
-0.2007
-0.0288
0.8852
2.2437
1.8465
0.2365
-0.5253
-0.4998
0.867
-0.3097
0.1372
-0.4094
-0.557
-1.3485
0.3259
-0.2283
-0.1986
-0.3101
0.5221
0.274
1.2078
0.0042
1.0131
-0.8932
0.9944
1.6125
-0.8839
0.3369
-0.0053
-1.1031
-1.1615
0.6501
-0.2151
-0.5462
-0.0058
0.0078
0.7137
-0.2511
-0.322
-1.8409
0.1411
-0.0724
-0.3713
-1.0316
-0.5017
-0.6089
1.2253
-0.8162
0.5567
-1.15
-0.3395
-0.9966
-0.9295
0.682
-0.8045
-0.2145
-0.8879
0.6724
-0.9175
-0.3425
-1.2743
0.1913
-0.8962
-0.7883
0.1183
-0.5031
-0.7677
-0.8779
0.393
0.918
-0.1797
0.0404
1.3361
-0.7611
-0.0333
0.3608
-0.929
0.8401
-1.0991
-0.485
0.0125
-0.4556
1.9102
0.5512
0.1089
-0.393
-0.9444
1.6321
-1.4779
1.7102
-0.4234
-0.0403
0.0649
1.9092
0.8912
1.0045
1.7393
0.6828
-0.6002
-0.3392
0.3267
0.5868
0.8461
-0.8843
0.5448
-1.2408
0.3869
-0.4284
0.4755
0.1229
3.8253
-1.0557
-1.4149
0.2068
0.31
-0.4194
1.1449
-0.556
0.1008
-0.2897
0.15
0.4055
0.1071
0.8869
0.1702
-0.8568
-1.1108
0.0954
0.603
0.3792
-0.6383
-0.2299
-0.1242
-0.777
-0.236
-0.8773
0.1559
-0.773
0.1606
-1.276
0.6816
-1.6794
1.0334
0.0073
-1.0297
0.0977
-1.1018
-0.0742
0.145
-0.0776
-1.0368
0.912
-0.8351
-0.7832
1.5528
-0.346
0.2009
-0.9065
-0.6858
0.8824
-1.6895
-0.5936
-0.5742
0.7601
0.7064
2.7615
-0.4283
-1.3852
-1.4802
-0.542
-0.6911
-0.9571
-0.3708
-1.1215
0.9253
0.0062
0.2155
0.971
0.0954
-0.3518
-0.541
-0.0093
-0.1757
-0.9904
0.3481
-0.2222
-0.0779
-0.1469
-0.318
-0.2901
-1.0925
1.1907
-0.009
2.6952
-0.107
-0.2298
-1.7854
-1.2103
1.67
0.4549
-1.0067
0.9442
-0.2931
3.1027
0.4688
0.2687
-0.2252
-0.5899
0.0857
0.259
-0.613
-0.4847
0.7379
-0.4753
-0.7016
-0.3845
-0.5691
0.1262
3.4238
2.2443
-0.5032
0.1662
-0.2869
-1.5838
-0.4669
-0.4984
1.0656
-0.4243
1.2122
-0.8704
0.4531
-0.253
-1.3767
-0.7221
-1.3292
-0.3066
-1.8902
-0.0906
1.9362
-0.1473
-0.5412
-0.5769
-0.5075
0.1807
-1.4026
0.2005
-0.4415
-0.7016
-0.091
-0.7649
0.9654
-0.1362
0.5561
0.1456
-0.6834
-1.04
-0.8081
0.9875
-0.4291
0.1458
-0.2989
-0.794
2.014
-1.3476
-0.4905
-1.238
0.1835
-0.3983
0.4066
-0.57
0.0777
-0.0107
0.2602
-0.0514
-0.0703
0.4397
1.0287
0.989
-0.3309
-0.8216
-0.4302
-0.1217
0.373
0.0684
-1.0093
-0.5811
0.0351
-0.7497
0.1039
-0.7797
-0.6011
-0.8511
-0.5843
-0.1853
-0.3
0.4713
-0.0831
0.0071
4.2211
0.2159
0.5184
-0.7944
-0.0071
-1.0342
-0.3101
-0.4298
2.5317
-0.8133
0.7571
0.3612
0.7293
0.7549
0.0517
240.033333
1
2,922
45.74
MASTECTOMY
Breast Cancer
Breast Invasive Ductal Carcinoma
High
1
Her2
2
Negative
Negative
3
GAIN
Negative
Ductal/NST
0
Pre
1
Right
8
6.05
IDC
Negative
1
ER+/HER2- High Prolif
25
3
Died of Disease
-0.3575
0.2745
0.2389
-0.4245
-1.8884
-0.017
0.8651
-0.0831
-1.3711
0.7735
-1.2102
1.071
-0.8016
-0.2188
1.5906
0.1061
1.3079
1.1074
-0.0359
0.2854
-1.7168
-0.5176
0.6112
-0.3071
-0.0645
0.8874
2.2904
0.3809
0.2911
-0.5204
-1.3203
0.1693
-0.0372
0.7824
0.6336
-2.2895
0.366
0.1771
1.3778
-0.0085
1.3009
1.1573
0.441
-0.1631
-0.8399
0.5944
1.6541
-1.3769
0.1701
0.7885
0.3367
-1.1004
-0.2063
-0.6969
-0.7979
-0.6388
-0.8633
-0.1943
0.1751
-1.3516
1.4099
-0.0821
-1.2963
-1.8688
1.0487
0.1585
0.7269
1.4514
-0.342
1.522
-1.211
-0.2793
0.242
-0.8409
1.2688
-0.3749
0.5597
-0.1069
-1.0294
-0.0366
-0.7482
-1.4362
0.2526
0.2648
-1.1237
-1.1495
-0.5101
-0.477
-0.7517
-0.0666
-0.3111
-0.0492
-0.7782
0.3677
-0.6699
-1.6758
-0.2943
0.3685
-1.0834
-0.5573
-0.5242
-0.4736
0.4772
-0.6698
-0.2729
0.6231
1.6162
-0.7165
1.9868
-1.0526
-0.7031
1.8155
0.9988
-0.2269
0.2555
0.3653
0.15
1.4392
-0.9807
-1.2774
1.6191
-1.153
-1.5053
0.9685
1.1449
0.9515
-0.1917
-0.1769
1.703
0.266
-0.9807
-0.1937
-0.3467
-0.8207
1.5756
-0.19
0.9486
3.1053
-1.3977
-0.7979
-1.4751
0.186
0.2893
-0.5367
-0.3409
1.3218
-0.4461
0.8895
0.7054
0.5933
-0.7332
0.1254
-0.0293
0.2996
1.354
0.6065
0.8509
-0.3944
0.7981
0.3479
0.0508
-0.6622
2.4839
0.0004
0.7382
0.4641
2.051
0.027
-1.3408
0.6146
-0.3032
0.5498
-0.8534
-0.922
-1.0266
0.9113
-0.2899
-0.343
0.9581
-0.0655
0.5996
0.0592
-0.2542
-0.5848
-0.751
-0.9442
0.1487
-0.0193
-1.3098
0.4649
0.785
0.1169
1.0232
1.018
-0.3269
-1.5455
0.141
-0.5777
0.6896
0.2885
2.0536
0.3532
1.0377
-1.0787
1.3666
1.1705
0.6757
1.0843
0.9829
0.5109
3.9159
-0.407
-0.4786
1.6598
0.4594
-2.5329
0.1451
-0.5071
-0.3257
0.7991
-0.3479
-0.6801
0.2728
-0.4482
0.1397
-0.5728
-0.7285
0.7767
0.0077
0.1017
1.9141
1.0142
0.1418
-1.8564
-1.0712
0.9865
-1.3959
0.9658
-0.3625
-0.9839
1.3439
0.3089
-1.5735
-0.0564
0.4391
2.0802
-1.1811
-0.1723
-0.0961
0.6363
0.6578
-0.4388
-0.0749
-0.4983
1.1062
-0.2122
-1.0435
-0.2912
0.4655
-0.8339
-1.1908
-1.9112
-0.5169
1.4099
2.3699
-0.2577
-0.7701
1.4378
0.1428
-0.9539
0.6916
-0.529
0.5942
-0.0856
-0.8405
0.4403
0.0299
-0.986
0.2269
1.217
-0.8896
0.3696
0.8586
1.3565
-0.7999
-0.8473
1.3035
-1.6121
-0.7954
-0.7509
-0.1483
0.3121
0.0563
0.9315
0.7722
0.0337
-0.6689
0.0267
-0.8513
1.1213
-0.5791
-0.3674
-1.5223
0.5581
-0.4269
0.2632
0.4257
0.1252
-0.4409
-0.6863
-0.0381
-0.5709
1.0339
0.4309
0.2129
-0.4424
1.7193
0.1235
0.1571
0.4281
1.0561
-0.0256
0.9237
-1.0104
-0.0696
1.4109
-0.8175
-1.3787
-0.3906
-1.5475
0.4684
0.5932
-0.0602
0.7563
0.6703
0.2995
-0.5262
-1.2465
-0.7346
0.278
-0.4499
0.6936
0.6603
1.5844
-0.9729
0.5662
-0.5278
0.3722
-0.2923
-0.9215
-1.3412
-0.0192
-1.3565
0.3591
1.185
1.2062
-1.0794
0.6038
-0.6395
-0.4058
0.4754
0.0569
-0.0147
-0.4818
1.1544
0.3309
1.0096
-0.0426
-0.3165
1.0565
0.5809
-0.2331
1.5976
0.3311
-0.7289
-0.3192
-0.7532
-0.4795
1.2074
-0.1698
0.9816
0.6068
0.438
-0.1626
2.3991
-0.1055
-1.153
-0.9731
1.6329
0.158
0.3044
0.0196
-0.4519
1.0351
1.2521
0.9581
1.0698
-0.7608
1.0664
-0.1778
-0.3127
-0.8509
-1.1127
0.2549
-0.266
0.1304
-0.057
-0.1589
0.8334
0.5496
-1.2734
-1.6169
0.4858
-0.4064
0.5024
0.6478
-1.7875
-0.2539
0.1072
-0.2272
1.2008
0.4632
0.3038
0.1912
0.9546
1.7101
0.5329
0.5083
1.2169
-0.2349
1.2044
-0.4441
-0.0157
0.5306
-0.8519
-0.3203
-0.5267
-0.6469
-0.6467
-0.4089
0.5825
1.7484
-0.036
-0.7002
0.0535
-0.3689
0.237
-0.4397
1.8711
0.6126
0.8987
0.3056
0.6534
-0.9485
0.2788
-0.2559
0.3886
-0.4402
1.6183
-0.0888
-0.6984
0.5767
-0.5046
0.0222
-1.0006
1.2573
-1.6674
-0.808
0.3538
1.4527
1.2417
-1.0272
-1.0835
-0.3783
-0.5997
0.3479
0.5413
-0.2683
-0.4934
0.6874
0.3197
5.0124
-1.2215
0.3407
0.0742
0.0864
-0.6999
-0.4031
-0.4157
14.4
1
2,923
37.01
MASTECTOMY
Breast Cancer
Breast Invasive Ductal Carcinoma
null
1
Her2
2
Negative
Negative
3
GAIN
Positive
Ductal/NST
0
Pre
5
Right
5
6.074
IDC
Negative
1
HER2+
37
3
Died of Disease
2.6231
0.5907
0.0925
1.3954
0.5092
-0.0476
0.7358
-0.0137
0.5477
0.1775
-0.2435
0.9608
-0.2552
1.6754
1.4715
1.2946
2.9722
-0.2792
-0.7112
2.6404
0.3337
-0.0815
0.849
-0.0451
2.3029
1.4271
0.0908
-0.477
1.0472
-1.5976
0.744
0.0163
-1.6772
-0.9599
-0.9105
-2.2653
0.7881
-1.1389
-0.6408
0.4596
0.7487
0.0609
3.4848
0.6347
0.3067
0.6068
0.8668
0.0743
-0.8742
-1.2743
-2.2052
-0.3158
-2.0532
-0.1891
0.3612
0.3148
1.8062
-0.6947
1.1184
0.3529
-0.354
0.9387
0.0203
-0.5899
1.3092
-1.3613
-0.2854
-0.1932
-1.535
-0.384
-2.7244
-0.5736
-0.0067
-1.2633
-1.1473
3.238
-0.3607
-0.1672
-0.9412
-1.0985
-0.8334
-2.0457
-0.3366
2.6706
0.5001
-0.3454
0.5146
-0.7594
-0.4287
-1.0355
-0.1739
-0.3406
-0.2685
-1.5057
-0.7716
0.4305
-0.4086
0.9348
-0.1264
0.6291
-0.7817
0.6981
-1.0161
-0.4569
-0.0113
0.4659
0.4603
-0.6339
0.528
-1.5552
-0.4606
3.1833
-0.6344
-0.6023
0.4992
0.8323
0.0975
0.2521
-0.4899
-0.2327
0.2897
-1.1636
-1.0582
-0.0884
0.9018
-0.3692
-0.3036
0.3078
-0.8758
0.4593
-0.7801
0.5905
3.3571
-1.0211
1.4045
-0.0421
-0.618
2.3748
1.6317
-0.1036
0.7144
-0.1379
1.3667
-0.8181
-1.7942
0.9329
-1.0275
-0.3923
1.8893
-0.2833
-0.529
1.0907
0.0716
2.3149
-1.1159
-0.356
2.5963
-0.1234
-0.424
0.5304
0.4697
-0.6706
-0.8924
-0.3505
-0.4511
-1.0259
0.1012
0.2826
-0.1863
-0.9324
1.7038
-0.0091
-0.1543
-0.3218
-1.9174
-0.5831
-0.7648
1.3974
0.6028
-0.9428
-0.0099
0.3439
-0.2679
2.4663
0.3512
-1.8228
-0.7773
1.5108
0.2893
-0.4321
-1.4152
1.1931
1.2205
0.1746
-1.2647
-1.4613
-2.4089
-0.2642
1.2685
-1.1403
0.5362
0.2275
-0.4794
-0.5734
0.2156
-0.5651
-0.497
-0.5825
0.0616
-0.0389
0.4803
0.5852
-0.4598
0.1526
-1.4405
1.3225
0.3472
0.3016
1.7587
-0.4388
-0.3543
0.1941
-0.8074
-0.9555
-1.8064
0.8629
-0.3614
-1.4281
1.5791
-1.5262
0.6006
0.2701
-1.3626
-0.0083
-0.9192
1.5837
1.9578
0.9214
-1.0206
3.0509
0.5748
1.8105
-0.3483
-0.5626
0.0271
-1.0304
1.2553
-0.7106
-0.095
0.1752
-0.7863
-0.2182
1.0943
0.9387
0.0862
0.7777
0.8195
2.4658
0.9277
-0.6575
1.8864
-1.0509
-1.2341
0.1574
0.0727
-0.8633
1.6052
2.572
-0.2129
-1.4797
0.1218
-0.3466
-0.7653
-2.6149
-1.0782
-0.6129
-1.2686
0.183
-0.7875
2.1272
-0.4269
0.5872
0.3452
-0.1181
0.4698
0.9285
-0.1001
-0.0204
-0.5367
1.2508
-0.1637
-1.0306
-0.7744
-1.0701
-0.3941
2.1395
1.1561
-0.0848
-0.6793
-0.3329
-0.324
-0.9988
-1.6324
0.1258
0.5008
-0.9224
-0.5195
-1.0137
-0.6295
-1.5022
0.143
-0.5732
0.4021
0.1299
-1.1941
-1.4145
1.7701
2.9802
0.7346
3.003
2.5952
-0.4792
0.2863
-1.0084
0.9017
2.3906
-0.7434
-2.5834
1.4958
0.3129
1.1531
-0.1884
0.0896
-0.3946
0.5289
1.7033
-1.0322
0.1731
-1.0043
1.4272
-0.2917
-1.9282
-0.543
0.3687
-0.4669
0.6634
-0.9478
0.2957
0.326
0.3579
-1.5427
-0.3261
-1.3014
-0.2954
2.1672
1.0204
-0.3763
-0.7166
-0.7237
-0.7098
0.028
0.0899
2.0005
-0.5747
-0.0896
0.7676
-0.023
-1.8339
0.6798
-0.635
-0.1147
-0.2355
1.4837
2.2838
-0.4659
0.3288
-0.1924
-0.9705
-0.0177
0.5388
0.9874
0.6187
-0.4047
1.8203
1.4147
-1.0677
-0.3701
-0.2245
0.1436
0.1637
-0.5645
0.9479
-0.9668
-0.0114
-1.1439
-1.1446
0.2653
0.3252
2.569
-0.807
-0.2887
0.6205
0.5959
-0.4176
1.4393
1.1747
-0.9837
0.8151
0.6258
2.8991
-0.8088
-0.8778
0.9464
0.7074
-1.1444
-0.3985
-0.7509
0.0947
0.4028
1.3274
0.4464
-0.1182
-0.4445
2.9311
1.1905
1.3552
-0.6507
0.7599
0.4539
-0.2532
-0.7947
-0.795
-0.6702
0.3816
-0.0103
0.0503
1.1835
-0.4199
1.5336
-1.4778
-0.9677
0.5531
0.391
-0.8507
0.0936
0.1896
-1.3845
0.1487
2.6792
0.7371
0.4863
-0.1873
-1.2815
0.2278
-1.2821
0.0428
0.0606
-0.2093
0.0056
-1.1056
-1.4727
-0.2783
-0.2349
-0.5717
-0.6647
-1.2
1.8066
-0.1261
0.9405
2.6489
0.8545
1.7785
-0.8728
-0.1074
-0.7909
-0.3322
-2.2874
-0.3268
0.1867
-0.3156
0.2668
0.5299
1.0787
0.0772
-2.2616
1.502
-0.6583
-0.1475
-0.7255
14.1
1
2,927
58.14
BREAST CONSERVING
Breast Cancer
Breast Mixed Ductal and Lobular Carcinoma
null
0
LumA
2
Positve
Positive
1
LOSS
Negative
Mixed
0
Post
1
Left
0
2.026
MDLC
Positive
0
ER+/HER2- High Prolif
13
1
Died of Disease
-0.6074
-0.8709
-0.1626
0.3072
-0.4855
1.1836
0.7597
1.352
-1.3791
-0.1878
-1.5744
-0.1124
-0.1089
-0.4483
-0.5476
1.0276
-0.2187
1.8373
-1.1323
-0.0635
0.3932
0.2383
2.2914
-0.2338
-0.6533
0.8383
-0.618
0.8695
-0.6801
-1.3105
0.8533
-0.2904
-1.0138
-0.3382
-0.3404
0.6116
-1.6491
-0.0369
0.6898
-0.7734
-0.6158
-0.2484
0.0914
-0.5483
-0.2644
-1.3121
-1.1318
1.261
-0.4974
-0.8346
-0.619
-1.0233
-2.0158
-1.4265
2.4314
-1.2919
0.5205
0.5982
-0.5365
-0.3165
-0.4756
1.6718
-0.102
-0.1639
-1.1098
-0.5545
-0.9586
-0.617
-0.2834
0.6344
-1.2471
0.9316
-0.429
-0.7066
0.3319
0.823
0.6462
0.1314
-1.1178
-1.4587
-0.1904
-0.2202
1.3205
-0.067
-1.1899
0.2937
0.59
-1.386
-0.174
-1.0764
1.7855
-0.2356
0.5366
-0.5717
0.0099
0.8809
0.3351
1.2796
-0.7908
-1.3353
-0.4795
0.892
-1.4879
-0.8324
-0.4833
0.2097
-0.2503
0.1449
-0.5687
0.3047
-0.1881
1.3024
-0.1397
-0.7323
-0.5476
-0.2174
-1.1009
0.4587
-0.1111
-0.2013
-0.8494
0.428
0.2545
-1.3054
0.2082
-1.1388
-0.4809
-1.1987
-0.7702
0.0189
0.004
-0.5543
1.3276
-0.8313
-1.2324
0.3677
-0.8789
0.3081
-0.0646
-0.1362
1.2282
-0.3015
-0.1004
-0.8068
-0.4985
-0.9456
-0.6807
-0.3607
-1.3205
1.8969
0.0639
-0.1062
-0.0335
1.062
-0.1564
-1.0338
-1.0351
1.7484
0.127
-0.0531
1.5973
-0.2811
-0.0436
-0.2264
-2.1277
0.1566
1.1562
-0.4872
0.5335
-0.1946
0.3726
-0.5048
-1.5394
0.1035
-0.4854
-0.7228
-0.0145
0.6626
-0.6036
0.4693
-0.8512
1.0425
1.0364
-0.2435
-0.8689
-0.6145
-0.0727
0.0091
-0.6655
-0.7391
0.1904
-0.0886
-1.9976
-0.4529
-0.615
0.89
-1.8986
-0.7405
-0.4792
-0.6685
2.2504
-0.9712
-0.6477
-1.1877
-0.4602
0.1382
-0.946
-0.3519
-0.7385
0.3406
-0.5
-0.2937
0.1712
0.1671
-0.9892
0.5604
0.5497
-0.6605
1.8132
-0.6478
-0.1714
-1.1587
0.6213
-0.2765
-1.4536
-1.3493
-1.6588
-1.122
1.2042
-0.615
-1.4317
0.1695
-1.1056
-0.4736
1.2805
0.9789
0.2171
-0.6109
-0.5567
1.8685
0.5473
0.7409
-1.339
-1.3589
0.0298
0.4482
0.7353
-1.3992
-0.794
1.4649
0.6471
-1.4557
0.061
1.7424
-0.7891
-0.4256
0.4664
-0.6379
-0.3974
-0.9506
-1.3451
-0.7515
0.9576
1.9367
-0.0828
-0.4535
0.1978
-1.2378
-0.1904
1.6384
1.7732
-0.4639
0.1987
-0.2969
-0.352
1.093
-0.7171
-0.2702
-1.747
-0.5491
-0.3286
-0.8889
-0.1217
-2.1993
2.0118
-0.5028
-0.7374
0.5659
-0.7759
0.7172
0.5649
-0.9639
-0.7066
-0.6498
-1.3461
-1.0441
-0.5141
1.2077
0.2824
-0.8202
-0.4311
-1.2451
0.0429
-0.9041
-0.4648
-0.4104
-0.5666
-0.626
-0.0547
-0.7533
0.1241
-0.4324
0.9051
0.1556
-0.1818
-0.6398
0.3616
-0.7924
1.5734
1.0755
0.1983
0.4241
-1.2189
-0.1202
1.4734
-0.6321
0.3411
-1.0792
-0.3712
0.9653
-1.0156
-0.8999
-0.6326
-0.5709
1.0968
-0.4218
-0.8236
-0.2688
-0.7185
1.9711
1.1622
-1.1867
0.0784
-0.8478
-0.2797
-0.2959
-0.4738
-0.5693
0.572
-0.6583
-0.7427
0.1328
0.1103
1.3833
1.4729
0.4214
-0.5019
-0.1819
1.2121
0.0911
1.7195
-1.477
1.0082
-0.7541
-0.4212
-2.8432
0.1056
-0.0716
-1.064
-0.6498
0.4766
1.0042
-0.0782
-0.815
1.6533
0.6925
0.0088
0.4395
0.592
-0.0117
-0.118
-0.9172
0.0932
-0.5031
-0.2916
-0.1961
0.0962
0.2064
-0.75
-1.2221
-0.4826
0.8575
-0.8553
-0.5994
0.1728
0.6428
0.8761
-0.651
1.0768
-1.7133
0.6911
-0.468
0.7571
0.7404
0.2698
1.1489
-1.1621
-0.6113
-0.7664
1.1851
-0.8399
-0.4177
1.0764
-0.5249
-0.1865
0.7195
0.0712
0.0197
0.3074
-0.8106
-1.0447
0.3226
-0.1589
2.1699
0.2632
0.1418
0.5437
-0.0842
1.3628
-0.0626
0.0855
0.1274
0.2569
-0.8311
-0.3869
0.5329
0.5642
0.6096
0.5099
1.2186
-0.6702
-2.3133
-1.2911
-0.6347
-0.4594
-0.3049
0.1847
-0.1778
-0.5991
0.5162
0.2392
0.5453
0.6117
-0.1137
-0.9135
1.0245
0.301
0.0157
-0.6648
-0.0121
0.3267
0.6915
0.385
-1.2433
-0.0435
-0.0276
0.7596
0.9751
0.4469
-0.3608
-0.2648
0.2063
0.2779
-0.2287
0.6511
0.1275
0.7976
-0.0281
0.7254
-0.1561
-0.2346
-0.6805
1.0245
-0.2398
0.9976
-0.0026
3.397
7.8704
1.3779
263.7
1
2,929
53.31
MASTECTOMY
Breast Cancer
Breast Invasive Ductal Carcinoma
null
1
Her2
2
Negative
Negative
2
NEUTRAL
Negative
Ductal/NST
0
Post
4ER-
Left
1
4.04
IDC
Negative
1
ER-/HER2-
20
2
Died of Other Causes
-0.1143
0.0429
0.2031
-1.2949
-0.8166
0.0937
0.9071
0.2448
-0.4088
-0.4225
-0.025
-0.5971
0.9135
-0.3036
-0.4021
0.5188
0.2049
-0.0483
-0.2703
-0.6754
0.9175
-0.3629
0.6524
-0.1148
-0.6584
1.0485
0.1227
0.224
-0.6435
-1.5574
1.8059
1.2457
-0.3418
-0.0709
0.5517
-1.2618
0.4892
-0.4884
-0.9118
-0.1843
-1.0785
1.161
-0.1751
-0.1396
0.5909
-0.6245
1.1135
0.1506
-1.7034
-0.4707
-0.4913
0.6464
-0.4619
-0.865
-1.2209
-1.4539
1.9485
0.1127
0.7015
-0.5297
1.8321
0.8355
-0.1971
-0.7735
0.1949
0.302
0.02
-0.2938
-0.7729
0.4803
-1.0172
0.8268
-1.1688
-0.9787
-1.3922
-0.0531
-0.8381
0.2387
0.1711
-0.5001
-0.7109
-0.9845
-0.3716
-0.5572
-0.6381
-0.2177
-0.3641
-1.5191
-0.5081
-0.4815
0.5096
-0.8433
-0.5503
-0.0236
-0.272
0.4766
-1.8334
1.4516
0.0906
-0.885
0.0099
-0.0536
-1.4356
-0.1762
0.0155
0.6484
0.1034
0.3809
1.7769
-0.1077
0.8387
0.5092
-0.6345
0.4237
0.2891
-0.2012
0.1046
0.6834
-1.1767
-0.7391
-0.3747
0.3553
-1.4768
0.0236
0.6889
1.5586
-0.0096
0.3131
-0.7428
0.0707
-0.4716
-0.7186
0.611
-0.8114
0.3963
-0.8973
1.9884
1.9165
0.899
-0.4377
1.8351
0.0016
-0.1594
-0.5786
0.1445
0.8413
-0.5571
-0.896
-0.6644
1.2854
-0.3393
0.0642
0.7076
0.7323
0.2905
-0.2476
-0.3393
-0.0236
-0.9639
0.2344
1.2748
-0.5208
-0.8087
0.7411
-0.3692
0.572
-2.0653
-1.1557
0.6025
0.2838
2.0089
-0.1808
0.5222
-0.2335
-1.2944
-0.775
-0.7744
0.0983
1.2922
-0.1895
-1.1079
0.3161
-0.6503
0.6224
0.6484
-1.0595
-1.2816
-0.7813
-0.6841
-1.3457
0.9374
-1.1434
-0.4775
0.1246
-0.1515
0.1021
-1.1327
-1.2608
0.2748
-1.5951
-0.7245
-0.2683
-2.1162
-0.7222
1.8991
-0.5185
0.5036
-0.1913
1.9421
0.6212
0.1837
-1.1499
0.072
-0.2425
0.163
-0.2665
0.9762
-0.5138
-0.369
0.2128
-0.5879
1.072
1.1942
-0.6045
0.1675
0.2107
0.3743
-1.0083
-1.0815
0.1726
0.6612
0.8922
-0.3548
-0.8493
-0.9227
-0.2242
0.4384
-1.9112
-0.5508
-1.6719
0.4256
0.3194
-1.1926
1.2979
0.4045
0.5977
-0.0949
0.5183
-0.4681
-1.4728
-0.133
-0.0557
-0.9262
-0.6248
-0.4618
-0.1091
-0.4601
-0.0241
1.2771
0.3335
-1.0023
-0.7901
0.6699
1.6303
0.4352
0.9307
0.0281
0.7788
0.5019
-0.9618
-0.2401
-1.8471
0.9429
-0.9867
-0.2688
-0.0258
0.1203
-1.549
-0.8621
0.3113
-1.6955
1.7808
-1.6438
-0.8047
-0.2887
0.0375
0.6321
-0.5554
-0.2652
-0.637
-0.5566
-0.3051
0.9896
-1.2294
-1.1363
-0.2719
-0.9309
-0.4824
-0.3635
0.1737
0.4127
-0.8455
-0.9528
-0.4255
2.0477
2.0927
-0.3446
-0.2894
-0.1652
-0.9948
-1.1469
-0.3978
0.9246
-0.4967
-0.1151
-0.288
1.5495
0.7439
0.5888
-0.4963
1.4736
-1.8222
-1.3508
-0.3962
-1.4056
-0.6826
-0.025
-0.735
-1.1682
-0.8579
-2.1048
0.8937
-0.0464
0.3928
0.4349
-0.4584
-0.7574
0.1872
-0.9183
-0.2219
0.6296
0.6179
-1.3175
-0.8083
0.2351
-0.7153
-1.3557
-1.9638
-0.0936
0.0802
-0.743
0.8624
0.0155
2.4837
0.1776
0.8977
0.2374
-1.0238
0.6309
-0.3209
-0.9938
1.1016
-0.9691
-0.2171
-0.2372
-0.7772
-0.5823
-0.1244
-0.6648
-0.2161
0.1989
-0.1744
-0.4648
-0.0545
0.7493
0.4055
0.2122
-0.2471
-0.3152
-0.0301
0.5346
-0.14
0.8628
-1.2088
0.781
-2.5472
0.0527
-1.3424
0.0815
-1.097
-0.1138
-0.3149
2.7669
1.1078
2.0803
1.2167
-0.8888
0.6915
0.7006
-1.8427
-0.526
-0.914
0.755
1.2902
-1.4999
0.6588
-0.6475
0.1274
-0.6301
0.0237
-1.2654
-0.4476
1.5969
-0.5576
1.9806
2.5983
-1.1779
-0.3973
-0.3024
-1.0469
-0.9686
-1.5347
0.8274
0.3341
-0.2038
0.6945
-0.3662
0.8153
0.6863
0.1303
1.2727
0.7454
1.2837
1.161
0.4845
-0.0869
0.4791
1.2591
1.3836
0.2607
0.1996
0.0178
0.2878
-0.8447
0.4521
-0.9646
-0.3222
3.2722
0.2933
0.2939
0.5737
1.7808
-0.1532
-0.3244
-0.0202
3.0317
0.0761
0.2127
2.2133
1.0829
-1.0862
-0.5549
-0.0243
-0.5921
0.8548
-0.0233
-0.478
-0.7378
-0.8379
-0.5368
0.5126
1.4173
0.4462
-1.0156
-0.4251
-0.1128
0.5535
-0.7666
0.1686
3.1286
0.5902
2.2814
0.5543
0.3926
-0.7819
-1.5222
0.2478
-0.5446
2.4692
262.866667
1
2,931
46.9
MASTECTOMY
Breast Cancer
Breast Invasive Ductal Carcinoma
null
0
LumB
2
Positve
Positive
2
NEUTRAL
Negative
Ductal/NST
0
Pre
8
Left
0
3.034
IDC
Positive
0
ER+/HER2- Low Prolif
17
1
Died of Other Causes
-0.1963
0.9719
0.9539
0.2162
-1.5089
-2.1215
-1.3138
1.5796
-2.3792
0.1179
-0.8396
-0.1807
0.9145
-0.4956
-0.4335
1.945
-0.3099
0.4981
0.8615
-0.1527
1.5122
-0.5926
0.2159
0.0214
-0.4388
0.2464
-0.5028
-0.5279
-1.2332
-0.0514
0.7249
0.0194
-0.0145
-0.0961
0.0129
-0.1392
-0.6804
0.4642
2.6579
-0.6559
-0.272
-0.9629
-0.4679
-1.1099
-0.8321
-1.1616
-1.1947
1.0635
-1.0824
-0.82
-0.4415
0.806
0.6642
0.8791
-0.2292
1.4231
1.059
1.2271
0.4231
-0.1588
-0.8876
1.4103
0.0523
-0.5244
-0.1886
-0.9671
-0.4581
-0.3102
-0.3113
-0.5703
0.0641
-0.5164
-1.7995
-1.5064
0.1161
-0.0598
-1.2341
-1.2923
-0.3202
-1.6697
-0.9939
-0.4453
-0.7347
-0.5858
-0.1232
0.6646
-0.6808
-1.8849
0.0235
-0.7232
0.1612
-0.1244
-0.7291
-0.0325
-0.1021
1.5841
1.8585
1.5184
0.1212
-1.0807
0.401
1.0812
-0.9223
-1.1908
0.1544
-0.3788
-0.8693
-0.3338
0.9431
-0.8874
0.3665
1.2688
-0.8339
-0.0493
-1.1597
0.3226
0.1492
-0.822
-0.5273
-0.3062
-0.9908
1.1429
-0.5567
-0.7694
-0.8507
-1.2527
-0.4492
-0.1864
0.3276
0.1133
-0.3216
-0.5804
1.2147
1.406
-0.904
-0.8644
-0.107
0.4808
0.1465
2.2266
1.5063
1.2086
-0.1356
1.0506
0.5074
0.9222
-1.3426
-0.1993
-0.3146
0.5983
-0.2837
-1.7737
-0.4422
1.4275
-0.9221
-0.0004
0.2428
0.0741
-1.391
0.4763
2.0842
-0.6078
-0.7708
1.0899
0.3702
0.1098
-1.783
-0.656
-0.1167
-1.1589
0.4618
-0.5284
-0.4585
0.2905
-0.2174
0.1488
-0.7828
0.3651
0.336
0.4365
0.262
-0.1746
-0.9397
0.133
0.0379
-1.3965
-0.8812
-0.5896
-0.4641
-0.0488
-0.6794
0.0571
-1.1592
0.0583
-0.3093
0.606
0.1562
-0.2672
0.738
-0.9359
1.2688
0.965
-0.802
-0.098
0.2373
-0.4842
1.2251
-0.7474
3.2049
1.6213
-1.1308
-0.6171
0.2378
0.8075
0.7725
-0.1613
-1.001
-1.0634
-0.3713
0.2369
1.3726
0.6814
-0.4371
-1.1323
-0.674
-1.0726
-0.647
-0.8298
0.1853
-0.8918
-0.8766
1.3744
-0.0237
-0.6267
-0.4501
-0.056
-0.7237
-1.0345
-0.0769
-0.5425
0.9684
-0.2279
-0.9228
-0.5993
0.4202
1.8961
0.3648
-0.7412
-0.6934
-0.0619
0.3099
-0.4548
-1.0664
0.2414
-0.8962
-0.8376
0.4565
0.2734
-0.4543
-0.0718
-1.0155
-1.0563
-0.4964
0.2843
0.6668
-0.0992
0.3189
1.0443
0.399
-0.6734
-0.5506
-0.2381
0.1403
1.3097
-0.9895
-0.627
0.3248
0.2865
-0.188
-0.666
0.9769
-1.0877
-0.2555
-1.415
-0.5006
0.546
1.8005
-1.4863
-0.0436
0.8771
-0.1637
0.4633
-0.5938
-0.855
-0.7338
-0.7011
0.378
-0.8672
-0.5888
1.5055
-0.3822
-1.0966
0.9498
0.0128
0.0971
-1.4922
-1.0079
-2.2596
0.1125
-0.0822
-0.5569
0.3237
-0.8231
-0.9042
-0.0358
-0.2584
1.5772
0.0616
-1.2455
-0.2987
0.0082
-1.5507
-1.3841
-1.1359
0.2245
-0.2143
-0.2619
-0.9931
0.0328
-0.5055
-1.2954
1.0279
-0.3393
0.6489
-1.2361
0.5033
-1.3833
1.1866
0.1002
-0.3118
0.1881
-1.1575
-0.2234
-1.2774
0.2184
-0.4069
-0.9393
-0.9442
-0.6116
0.1529
-1.2814
-0.0753
-0.9518
-0.7821
1.0332
-0.4021
-0.7241
-0.4453
0.8491
-0.1425
-0.0121
-0.8926
-0.2155
-0.1503
0.1845
-0.2777
-0.8715
-0.1672
-1.614
-0.6708
0.5541
-0.1429
-1.5418
0.6563
0.6523
-0.6661
-0.9976
0.9297
0.648
-0.325
1.3792
0.4631
0.6053
-1.8409
0.5141
0.1624
0.7667
-0.5554
-0.0432
-0.3607
-1.1127
1.3268
-0.7127
0.5114
0.2648
-0.9708
-0.4142
-0.7348
0.8005
-1.6389
-1.512
-0.4498
0.6901
1.9336
-0.7292
-0.7017
-0.0685
-1.8246
-0.8159
-1.6077
-1.0105
0.002
-0.6202
-0.0989
-0.7543
3.0177
-1.7081
-0.2621
2.8631
-0.463
-0.2767
-0.0228
-0.5916
0.1619
0.7973
-0.8565
0.9252
1.5629
1.4294
0.2909
0.2165
0.5052
0.4681
-1.5226
-1.2238
0.0885
-0.0619
0.6988
0.5356
0.4568
0.4558
-1.3656
-1.2605
0.8651
-3.1335
0.2513
-1.204
-0.3332
-0.898
-0.5647
0.0707
1.5652
1.0416
-1.4214
-0.3792
-0.6024
0.4496
-0.0437
1.6835
0.5148
1.3771
0.2578
-0.4139
0.3496
-0.7683
0.1909
-0.1116
-0.1869
-1.4904
-0.562
2.151
1.1126
0.5523
-1.9063
0.2004
-0.2272
-0.6242
-0.9743
0.2718
0.3578
-0.8158
-0.4569
-0.1086
-0.1265
-0.6283
-0.3529
-0.3821
-0.5126
-0.6521
228.1
1
2,932
63.1
BREAST CONSERVING
Breast Cancer
Breast Invasive Ductal Carcinoma
null
0
LumB
2
Positve
Positive
3
NEUTRAL
Negative
Ductal/NST
1
Post
2
Right
0
4.036
IDC
Positive
1
ER+/HER2- High Prolif
18
1
Living
1.5743
1.0767
2.2284
-0.285
-1.4699
-0.1479
0.7574
0.6376
-1.0088
0.7883
0.3429
0.458
0.8709
0.8244
0.3717
0.2571
0.1315
1.5774
0.3001
-0.5035
0.6084
0.6809
0.8381
-0.4133
2.2106
0.726
0.1294
1.6313
0.6981
2.2648
-0.6495
-1.0317
-1.5791
-0.6941
-1.4037
-0.4395
-0.3361
2.076
0.3491
0.8217
-1.1811
-1.4665
0.6392
1.3528
1.5745
0.5091
-0.3734
0.2935
-0.9637
-0.4207
-0.536
-0.2536
0.2693
1.7671
0.28
-0.9689
0.4002
0.379
0.673
0.1686
-0.1547
0.6515
0.2331
-0.3708
-0.8502
-1.3833
-0.7914
0.0037
-0.6633
-0.5792
-0.2304
-0.6549
-0.8191
-0.6701
0.6142
0.1009
0.3979
-0.6466
-0.811
0.6926
1.0117
-1.1689
-0.3308
-0.5931
-0.319
-0.0512
0.2397
0.3625
-1.5083
-1.4583
0.6728
-0.7237
0.0132
-0.1604
0.2263
0.3033
0.0539
1.7378
-1.8651
-0.0183
0.3966
1.2731
-0.2433
-1.1099
-1.2282
0.7136
1.2105
-1.0447
-0.5817
1.1696
-0.6875
-1.3192
0.4081
-0.4926
-0.4384
1.2183
1.8044
0.1659
-0.3648
0.5373
0.5783
0.2931
1.1779
-0.2237
-0.5618
1.2701
-0.899
-0.8572
-1.443
0.0115
-1.1121
-0.4172
0.7544
2.2389
1.1151
0.2018
-0.6081
0.7017
0.5792
1.0706
-0.1554
0.674
-0.7323
2.3303
0.2486
-0.9578
-1.1355
-1.0224
-1.0536
-0.1943
0.6076
0.884
-0.7842
1.1277
0.66
-1.3061
-0.1102
0.794
-0.2727
-0.7222
-1.1211
-0.9737
-0.218
-1.1639
-0.3533
-1.5079
-1.1407
0.2206
-0.1253
-1.0197
-0.4742
-0.5762
-0.4404
-0.4828
1.3615
-0.9625
-0.5294
0.0969
-0.4442
-0.418
1.098
-1.2625
-0.1693
1.3219
0.2341
-0.3055
0.4388
-0.8555
0.586
0.6795
-0.1142
-0.2717
-0.7282
-1.132
-0.8968
0.5693
2.466
-0.1231
-0.173
-1.4425
0.0183
-0.2915
0.2237
0.946
-0.2738
-0.3178
-0.0205
-0.7975
-0.5563
-0.3662
0.3094
-1.1499
1.2919
-0.4044
-0.8922
-0.5054
-0.7992
-0.135
-0.525
0.1145
-0.1475
-0.6397
-1.2149
-0.5288
0.0174
0.5237
-1.2735
-1.4158
1.0129
-1.7378
-0.2453
-0.9131
-1.2025
0.0204
-0.99
1.2638
-0.4115
-0.9584
-1.1855
-0.2218
-0.7264
0.9204
1.0126
-0.2699
-0.3745
0.2012
-0.7894
-0.3365
-1.282
0.8561
-0.6764
0.6143
-0.9821
-0.0646
0.2627
1.6566
-0.867
1.1868
0.5599
-0.4596
0.0038
-0.0863
0.0636
-0.4763
0.0285
-0.7986
-2.2108
0.6668
-0.7498
-0.2654
-0.948
1.2549
-0.939
-0.0923
0.8645
-0.8399
-0.0833
-0.2327
0.9448
-0.284
0.5607
-0.731
0.0233
-1.5645
0.5692
-0.1856
-1.1918
-0.1535
-0.5843
0.3288
-0.5229
1.2872
1.6395
-0.6971
-1.0047
-0.5206
-0.6034
-0.9556
0.0383
-1.228
-0.8362
-0.1647
1.357
0.6731
-0.3484
0.8083
-0.1993
-0.8815
-0.9528
-1.3595
0.644
-0.6611
-0.5825
-1.5277
0.5374
0.1563
0.4546
0.7582
-0.9653
1.4315
-1.7741
0.1764
-0.7098
0.2289
0.0009
0.3932
-1.0993
-0.5762
1.1372
1.7644
0.0816
-0.8697
-0.2609
-1.1291
-0.1033
0.0511
0.1663
1.7092
0.5727
1.9614
-2.0017
-1.805
0.9851
0.2313
0.4079
1.8518
-0.8113
-0.0106
-0.2518
-1.2694
-0.5432
-0.0998
1.5633
-0.1564
0.9869
1.184
-0.8778
0.0741
-0.5037
-0.9462
-0.9156
1.4803
0.0002
-1.0427
-0.0948
0.0216
0.2865
-0.6613
-2.7751
-0.6311
-0.205
0.4741
-0.0112
1.0297
0.9491
2.4978
-1.0608
-1.3388
0.5177
0.2699
-0.5512
0.9026
-1.4841
1.0879
0.8636
-1.0152
0.6603
1.7844
0.4773
0.7433
-4.0392
-0.3525
-1.1198
-0.022
-1.0012
-0.3387
0.9828
-0.2321
1.9044
-0.0219
0.2955
-0.8295
-0.7311
-1.0082
0.0836
1.0733
-0.9298
-0.6372
-0.2593
1.0411
-0.0854
-0.9256
0.1003
0.6576
-0.535
-0.4909
-0.9247
-0.6781
1.8085
0.608
-0.7194
0.2193
-0.4053
0.6891
0.0762
1.2618
0.8158
-0.0409
-0.046
-0.2383
-0.4755
0.0624
-0.2239
-0.3926
-0.581
-0.6488
0.5988
-0.1162
1.7823
-0.4566
0.6548
-0.0116
0.5795
0.6515
0.9081
1.7441
-1.538
0.3232
1.1641
0.3215
1.0336
-0.6689
0.598
-1.331
-1.0307
-0.69
-0.0792
0.5722
0.0056
0.3132
1.2199
-0.3288
-0.0263
-0.1691
-0.7342
-0.8612
1.1951
1.0437
0.0567
0.6567
-1.3559
1.4856
-0.3443
1.286
3.2339
0.8404
0.5292
-0.0711
-0.7634
-0.7338
-0.3081
-0.2244
-1.0769
-2.9364
0.1718
0.5945
-0.5483
-0.5673
-0.7098
108.433333
0
2,933
44.08
MASTECTOMY
Breast Cancer
Breast Invasive Ductal Carcinoma
High
0
LumA
2
Positve
Positive
1
NEUTRAL
Negative
Tubular/ cribriform
0
Pre
3
Left
0
2.03
IDC
Positive
0
ER+/HER2- Low Prolif
15
1
Died of Other Causes
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1.5362
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0.4392
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1.5602
-0.0168
1.0979
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-0.7653
0.3216
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0.3541
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0.3938
5.7295
0.0833
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0.7101
0.7615
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1.0709
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-0.3988
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1.9034
0.6847
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0.137
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0.7898
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1.5408
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0.2114
0.4725
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-0.8966
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1.2893
0.6936
-1.1138
-0.5434
-0.3069
1.4975
-0.0423
1.3083
0.5261
0.6996
0.2636
-0.2598
0.5458
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-1.094
-0.2209
-0.0154
-0.5899
0.1139
0.3587
1.5504
-0.1254
-0.1094
-0.3029
0.3009
0.1865
-0.1592
-0.4327
-0.3487
-0.2109
0.4423
0.0347
-0.0502
0.5524
0.7882
-0.2734
-0.4219
-0.677
1.4512
0.8829
1.3058
1.0021
1.3403
-0.5544
-0.193
-0.5666
-0.8108
-1.2815
-0.7544
-0.1152
0.5854
0.7793
-0.6078
0.0865
0.5232
0.1925
0.5205
-0.7281
0.8884
1.1941
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0.0699
-0.8954
0.2095
-0.7659
-0.6552
0.5536
1.1541
-0.0442
1.5392
161.933333
1
2,939
70.19
MASTECTOMY
Breast Cancer
Breast Invasive Ductal Carcinoma
null
0
LumB
2
Positve
Positive
3
GAIN
Positive
Ductal/NST
1
Post
5
Right
1
5.034
IDC
Positive
0
null
17
2
Died of Other Causes
0.8506
0.5149
1.0135
1.1179
-1.2123
-0.3981
0.3363
-0.8322
0.864
-1.7682
-0.057
0.5689
0.6312
1.2335
0.3373
1.3642
1.1398
1.2045
0.3681
0.776
-0.5973
-0.5498
-1.1641
-0.5642
2.2126
0.9722
0.315
0.3064
1.1131
0.8528
0.6472
-0.0286
0.4706
-0.3635
-0.0324
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0.7382
1.6724
0.9394
0.4672
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0.056
0.4548
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1.1217
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0.6287
0.755
0.374
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0.8235
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0.0645
0.6263
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0.3795
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3.6176
0.5763
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0.5388
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1.4397
-0.6644
0.1836
0.5982
1.3232
-0.5465
1.767
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1.6792
2.3353
1.0351
1.3443
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1.1929
1.097
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0.8704
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0.4647
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1.297
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1.106
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1.3329
0.0036
0.2288
1.5563
-0.5874
0.3365
-1.2025
0.7362
0.1297
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-0.3383
0.9608
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0.8489
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-0.7181
0.4746
-0.0322
-0.9644
0.521
-0.85
-0.6206
-0.5281
-0.3571
3.4018
-1.4318
-0.508
-0.9718
-0.3927
0.7688
-0.4434
0.7059
1.8171
-1.1945
-0.7377
-0.6782
0.5506
1.671
0.8261
2.7058
0.3737
1.1563
-0.1558
1.6772
-0.3629
-1.1502
-1.2591
1.6461
-1.295
-0.749
0.3634
0.2253
0.5219
-0.1512
-0.1856
-0.3548
-0.3922
0.1052
-0.9268
-1.3359
-0.9528
-0.2388
2.1592
-0.4991
-0.6172
0.2504
-0.7868
6.9243
0.7034
-1.969
-1.5065
0.7741
-0.0869
0.7465
1.81
-0.8179
0.3219
-1.2036
-0.1644
-0.4291
-0.1972
-0.4546
0.3411
-0.0644
1.0623
1.2211
1.1057
2.9609
-1.4629
0.7363
0.4054
0.4155
-0.0421
-0.9634
0.5749
0.7382
-0.8566
-0.0344
-0.6679
1.2394
0.7665
-0.6993
-1.1737
-2.0732
-0.3562
-0.4367
-0.2797
-0.3733
-0.5595
-0.0484
1.2875
0.2801
-1.3879
-0.024
-0.7715
-0.5705
-0.0748
2.3345
-0.1986
2.1335
-0.8816
-0.2232
0.3621
-0.1414
-1.055
-2.044
-0.4902
-1.1194
0.7825
1.7662
0.0996
-0.1914
-0.2874
-0.4521
1.7545
0.5631
-0.6102
-0.1524
-0.5079
0.3454
-0.6709
-0.4422
-1.3111
-0.9839
-0.5012
-0.4645
0.2764
-0.7862
101.266667
1
2,944
66.97
MASTECTOMY
Breast Cancer
Breast Mixed Ductal and Lobular Carcinoma
null
0
LumA
2
Negative
Positive
3
NEUTRAL
Negative
Mixed
1
Post
8
null
0
4.054
MDLC
Positive
0
ER+/HER2- Low Prolif
27
1
Died of Disease
-0.9954
-0.2653
-0.4893
-0.7307
-0.3622
-0.0164
-0.21
-0.403
-1.8898
-0.1715
-0.5191
-0.1238
0.6968
1.2119
-0.7996
0.8245
-0.3231
-0.2529
-1.0082
-1.5461
0.7831
-0.2799
-0.1304
-0.1496
-0.1633
-0.5434
-0.6448
1.219
-0.22
-0.5857
1.1179
0.3103
0.1462
0.191
0.4937
-0.486
1.0016
0.7508
0.8506
-0.8569
-0.7474
-0.4909
-1.2623
-1.3258
-0.5244
0.5007
-1.8787
0.9397
-0.1503
-1.6128
-0.2466
-0.2808
-0.9589
-0.415
-0.1574
0.8166
1.4616
0.2778
0.2363
0.4832
0.9456
1.2617
-0.7219
0.3304
-0.5355
-0.1258
-0.3249
-0.7405
-0.6403
0.0374
0.2648
1.7727
-1.4877
-0.9859
0.6142
-0.1557
0.791
-0.9011
-0.1219
-0.4106
0.8586
-0.8245
-0.0044
0.1226
0.1607
0.2955
0.3899
-1.4265
0.316
0.0859
1.282
-0.0123
0.4995
1.0049
-0.3865
1.7461
-0.2163
0.7993
-0.9118
-0.365
-0.2723
0.8553
0.057
-0.1494
0.2943
-0.0519
0.1095
-0.0106
1.1571
0.783
0.3635
0.2455
-1.3275
-0.2658
0.7257
-0.0534
0.0406
-0.8569
0.1252
-0.0743
-0.7344
0.784
-1.0017
-0.0884
-0.3191
-0.406
-0.7191
-0.9597
1.3013
-0.1658
-0.476
-0.1624
-0.387
-0.7983
-0.3953
0.3308
0.5277
0.2603
-0.3888
0.8215
1.5023
0.9502
-0.4043
-0.1095
-0.0506
0.3018
-0.2184
-0.2191
-1.158
-0.0319
-0.1616
0.5619
-0.4004
-0.297
-0.3388
-0.7084
-0.4276
1.5811
-0.3746
0.4466
2.121
-0.1496
-0.1382
0.2113
-0.7996
-0.2725
0.1274
-0.5892
-0.8232
-0.9516
1.6948
-0.9585
-0.7244
-0.1717
0.392
-0.3318
0.2889
-0.4443
0.3789
0.2769
-0.5392
0.1784
0.368
0.2574
-0.4088
-1.123
-0.8546
-0.1687
0.5376
0.6367
-0.8756
-0.1683
-0.8418
0.0363
-0.5932
0.9114
0.0753
-0.563
0.4383
-1.2136
-1.7903
0.722
-0.7593
0.7762
-0.1289
0.7082
0.4485
-0.4098
2.9636
0.1593
0.0686
0.5353
0.5079
0.6622
0.3746
-0.1277
1.6463
0.1309
-0.439
-1.485
0.2516
1.044
1.0252
0.951
-0.8467
-0.4318
0.4575
-1.1004
-0.2393
-0.3258
-0.7383
0.5717
0.2392
-0.2706
-0.4559
-0.1265
0.5892
0.4993
-0.1391
-0.8981
1.1418
0.3751
-0.0921
0.9745
-0.0567
-0.1807
0.7864
-0.3905
0.4309
-1.2454
-0.4518
-1.3143
-1.4427
0.0652
-0.536
-0.9141
-0.2218
-0.2301
1.5685
0.8261
-1.0296
-0.6597
-1.1047
-0.958
-0.5388
2.2892
0.9816
-0.0857
0.0695
-0.6909
0.3502
1.6709
-0.456
-0.0136
-0.469
0.63
1.0409
0.2526
-1.3554
-0.1032
0.1748
-0.8513
-0.1397
-1.0801
0.0574
0.2275
0.5342
0.5907
0.385
0.0424
-0.4968
-0.163
-0.7167
-1.0975
-0.7783
-0.1559
-1.1855
-1.1347
-0.1347
0.5403
-0.7922
-0.828
0.4239
-0.0002
-0.6244
0.4216
-0.8122
-0.3461
-0.2325
-0.1
-0.8183
-0.0421
-0.036
-0.346
0.2582
-0.0268
0.6333
0.2725
-0.8013
0.8553
0.1689
-0.1833
-1.0689
0.6476
-0.0274
-1.2064
-0.2493
-0.5508
0.1381
-1.6091
0.0184
1.2269
0.1852
0.602
0.4027
0.2008
-0.322
0.3136
0.8159
-0.4125
1.5755
-0.2616
-0.1631
-0.3041
-0.947
1.2933
-0.9793
0.3029
-0.4779
-0.0037
-0.3149
0.6831
-1.0556
2.2509
0.6753
1.573
-1.1301
-0.9955
0.2995
0.5513
-0.0332
-0.1104
-0.4665
-0.4991
-0.5355
1.621
-0.038
-1.3109
-0.4143
-0.3536
-0.4024
-0.8225
-1.7201
-0.4387
-0.5721
-0.6643
-0.9807
-0.0124
-0.0323
0.777
0.0973
-1.1929
1.1713
-0.4074
1.0404
-0.0311
0.4488
0.1515
-0.3568
0.3007
0.0842
0.3647
-0.3934
-0.384
0.5523
-0.1699
0.7028
0.4434
0.895
-0.677
0.1997
0.0708
0.0993
0.872
0.6833
-0.5345
-0.3853
0.8601
-1.1241
-0.2816
0.2179
0.7378
0.9459
-0.2808
-0.5681
1.0651
-0.2466
-0.8072
0.3134
-0.5395
-0.764
-0.2223
-0.2459
0.0349
-0.4533
-0.322
2.4738
1.0706
0.4761
-1.3575
0.196
0.1471
0.4417
-0.5554
0.0889
0.2587
-0.3542
-0.2054
0.9785
-0.2679
1.3359
-0.58
-1.583
1.0152
-0.7782
-0.4478
0.0025
-0.1552
0.0382
-0.056
1.5341
0.3692
-0.234
-0.3899
-0.551
0.219
0.1687
0.1587
1.582
0.3344
-0.2817
0.1056
-1.3393
-0.1599
-0.4404
-0.4178
0.9541
-0.0819
0.6619
-0.324
0.7255
0.2631
0.282
0.7301
-0.5403
0.915
1.0263
1.097
0.508
0.1799
-0.9131
-0.518
1.3439
-1.9273
0.3401
-0.848
5.1534
-0.7252
2.4278
27.2
1
2,947
36.47
MASTECTOMY
Breast Cancer
Breast Invasive Ductal Carcinoma
Moderate
0
LumA
2
Positve
Positive
2
NEUTRAL
Negative
Ductal/NST
0
Pre
4ER+
Right
0
3.03
IDC
Positive
0
ER+/HER2- Low Prolif
15
1
Living
-0.2787
-0.914
-1.6397
1.1554
-1.3434
-0.0984
-0.3352
-1.165
-0.7974
-0.517
-0.1916
-0.7642
1.2279
0.5178
-0.503
-0.0692
0.9878
0.1885
-0.3466
-0.0816
-0.0986
-1.0333
0.1111
-0.0695
-0.6337
-1.0227
-1.0929
-0.9424
-1.028
-0.2674
-1.2896
-0.4829
0.0985
-0.0749
-0.7887
0.1744
0.2582
0.0577
0.9256
-1.5364
-1.3408
0.4736
-0.0163
-1.4461
-0.9028
-1.3129
-1.1839
-0.7473
0.9393
-0.9449
-1.0987
-0.251
-1.1913
-0.5498
-0.0163
-0.2458
-0.1586
-0.9269
0.354
0.3856
-0.6958
1.1305
-0.8417
-1.6074
-0.4946
1.1301
-0.9034
0.4784
-0.4484
-0.2076
0.0483
-0.8063
-1.0076
-1.3445
0.8426
0.7231
0.3889
0.4319
0.7226
0.8982
-0.4989
-1.1908
-0.596
0.9876
-0.951
-1.4122
0.136
-1.1942
-1.2377
-0.8193
0.2304
-1.6509
-0.1998
0.3189
-0.2381
-0.2198
-1.0024
1.0436
-0.8366
-0.7216
-0.9755
0.683
-0.0513
-1.0271
-1.1074
-1.0415
-0.0563
-0.6312
0.7942
-0.1577
0.3222
-0.4939
-1.8442
1.4842
-1.3867
-0.4037
-2.1319
2.6026
0.0261
-0.616
-1.4084
0.8737
0.7392
-1.3146
-0.026
1.8701
1.3495
1.5145
0.0355
-0.3497
0.259
-0.764
-2.4144
1.6482
0.1429
-1.043
-0.6947
-0.7435
-0.7924
-0.4592
-0.44
-1.576
-1.354
1.5005
1.2702
-0.1416
-0.4651
0.9602
-0.1823
6.5977
-0.6745
0.291
-0.1362
0.7298
-0.8393
-0.6089
-1.1475
-0.2037
0.3728
1.3993
-0.201
-0.7421
0.0565
1.2829
1.1922
-0.3461
-0.265
-0.6941
-2.3517
-1.8478
-0.7004
0.2631
-0.1347
0.9379
0.2989
0.1388
-0.8736
-0.2563
0.4837
0.1403
0.9905
0.4704
0.8472
0.5881
0.182
-1.2061
2.265
2.0358
0.4236
0.4957
-0.4266
-0.2684
1.0255
1.2836
-0.3316
-1.3715
-0.8978
-0.3767
1.5552
0.1966
-0.0206
-0.4952
0.6155
-2.496
-0.6174
-0.6609
-1.7515
-0.6455
-0.6392
0.5204
-1.0252
1.2706
1.2331
2.3923
-0.181
0.1171
-1.7729
-0.5477
0.357
0.6114
0.5328
0.3286
-0.6328
-0.1178
1.4241
-0.8226
1.0995
0.0526
-0.9266
0.3319
-0.9009
0.4434
-0.0468
-1.5051
-0.9952
0.3556
0.5089
-1.437
-0.9417
-0.4327
-0.4702
-0.9187
-1.4021
-0.4171
-0.032
0.5644
0.5584
-0.1416
-0.5607
-0.0355
-0.5539
-0.7897
-1.3936
-0.785
-1.1703
-0.0705
0.7372
-0.033
0.0912
-0.4202
-0.5515
-1.6943
0.0706
0.6239
0.9603
-0.3125
-0.4277
0.0723
1.3843
1.0885
-0.0782
-0.6394
-0.4138
-0.6481
1.1582
-0.9935
-1.5467
-0.9933
-0.2704
0.7983
0.2735
-1.1199
3.4862
-0.2072
-1.2631
-0.6391
3.2813
1.0713
-0.087
1.0611
1.0105
-0.0931
-1.2124
-0.3697
-1.1804
-0.8581
-0.4427
-0.8402
0.4559
-1.4464
-0.8936
-0.8584
0.6153
-1.3829
0.6445
-0.358
0.5882
-0.2695
0.323
0.0823
-1.5865
-0.2769
-0.3072
-1.7241
1.3624
-0.6027
1.0609
0.6163
-1.4765
1.2471
1.5213
-0.963
-0.2998
-0.515
-0.0982
1.5636
1.5809
0.3419
1.4998
-0.7876
-1.3376
-1.473
0.2286
-0.4203
1.2576
-0.6045
0.9023
-1.159
0.863
-1.5019
-0.3763
-1.041
-0.9504
-0.573
-0.1017
0.8963
0.0804
-0.3448
-0.2111
-0.3173
-0.1773
-1.8412
0.0043
-0.2
1.581
0.1546
0.5828
0.4998
0.9805
-0.2996
-1.2091
0.8815
1.9686
0.2718
-0.6456
0.5529
-1.2307
-0.7439
-0.2264
-0.6757
-0.0506
-0.3504
0.2574
2.3144
-0.6768
-0.9983
-0.6256
-0.3453
0.05
-0.4004
1.0241
0.7387
-1.0996
0.8038
1.3721
0.4554
-0.2107
0.4376
-0.6106
-0.0426
0.054
0.3725
0.7426
2.3931
0.3928
1.5513
2.5257
0.2259
1.1119
-1.0845
-0.9011
-1.4705
-0.6601
-0.4762
-0.0808
-0.7326
2.5312
2.6564
-0.3668
-0.1022
-0.0208
-1.0899
-0.605
2.3261
-0.4931
0.0291
-0.964
0.3723
-0.4256
-0.8885
-0.3963
1.2515
-0.2341
-0.0879
-0.5443
0.665
1.2564
0.9911
0.9783
0.0068
-0.1182
1.8685
0.7673
0.0257
-1.0031
0.275
-0.4603
0.0397
-0.227
0.1731
-1.677
0.963
-0.9902
0.124
-0.8189
0.0511
-0.6593
-0.2024
-1.0436
-0.443
-0.1972
1.9663
-0.2858
0.0915
-0.2104
0.2933
1.2131
0.2676
-1.3608
-0.0362
0.7439
1.7201
-0.7188
-1.1316
0.2407
0.702
-1.4286
-0.5937
-0.2812
1.0702
-0.7709
-1.7433
-0.2664
-0.526
-0.312
1.3365
0.4128
-0.3187
1.9821
-1.1992
0.3643
0.9073
-0.1597
0.0293
-1.1354
0.3943
-0.0442
-0.5364
-0.4472
112
0
2,951
39.07
BREAST CONSERVING
Breast Cancer
Breast Invasive Ductal Carcinoma
High
0
LumA
2
Positve
Positive
2
NEUTRAL
Negative
Ductal/NST
0
Pre
1
Right
0
3.03
IDC
Positive
1
ER+/HER2- High Prolif
15
1
Living
0.784
0.6091
0.4166
1.3194
-1.9148
0.4349
-0.866
-1.0624
0.4217
0.2832
-0.5356
-0.438
1.0815
1.3741
0.9261
2.3782
1.0847
1.4863
-1.3061
-0.8854
-0.1814
-1.5962
-0.0674
0.0774
0.9868
-0.1238
-0.4509
-0.3113
0.2209
0.6331
0.3982
-0.258
-0.2537
0.2122
-0.4708
0.3433
-0.9803
2.3895
-0.4617
-0.2505
-0.0386
0.8133
0.0615
-0.1965
0.2283
-0.688
-0.6143
-0.8968
-0.4437
0.2823
-0.9418
-0.6796
-0.8478
0.4858
-1.1769
-1.0296
-0.9914
-1.364
0.1117
0.523
-1.229
2.3228
-1.627
-0.3686
0.2388
-0.3773
-0.1948
0.0539
-1.3328
-1.6342
-0.0421
-0.426
-2.5353
-1.1416
-0.158
1.5723
-1.5668
0.2526
-1.0054
0.277
-1.1602
-1.0675
-0.0252
0.9659
-1.8354
-0.3113
-1.3025
-1.3768
-1.6853
-1.1558
0.8106
-1.8455
-0.1754
-0.1937
0.3129
-0.749
0.9608
2.3334
-0.3812
-0.9392
-1.861
1.2877
-0.4802
-0.7578
-0.8013
-1.1841
0.3443
-0.4152
0.6648
-1.1923
0.3664
1.9784
-0.8708
0.5711
-1.4563
-0.2775
-1.759
-0.4136
0.6685
-0.3964
-0.0841
-0.3233
1.2359
-2.338
-1.4544
-1.5196
-1.0436
0.6532
-0.1645
0.3461
0.4483
-0.5706
-1.5442
1.4762
0.1297
-0.7237
-0.4324
0.88
-1.0943
-0.4746
-1.5735
0.1472
-0.0764
0.0807
0.5701
-0.6
-0.0701
1.7619
-0.2647
2.2752
-0.797
2.2431
0.1452
1.5579
-0.8639
-0.6971
-0.5094
-0.0193
0.8443
0.5823
0.1124
-1.0783
1.3838
0.6192
0.7633
-0.2477
-1.2799
-0.1944
1.5087
-1.1461
-1.153
0.7498
-0.2451
1.4754
0.582
-0.6933
0.1676
0.5169
-0.1538
-0.1326
0.2472
-0.0142
1.7042
-0.6654
0.3112
-1.526
-1.6242
2.0063
-0.3989
0.3439
-0.5537
0.1079
0.6692
0.1532
-0.8549
-1.4519
-0.5702
-0.056
0.4804
1.3131
2.3056
0.0797
0.1799
-1.3076
0.3891
2.1088
-0.8582
0.1109
-0.311
-0.1629
-1.0194
-0.17
-0.4819
1.6565
-0.6738
-0.1805
0.9241
0.4933
-0.3104
10.2477
-0.1758
-0.2465
1.4272
0.5744
-0.9929
-0.2081
-0.7738
-0.7806
0.4967
0.1365
-0.9251
1.8363
-1.0244
-2.0708
-0.3036
0.3644
0.4959
-1.8641
-0.6471
-0.8422
-0.0282
0.7403
-1.7001
-1.4298
1.0067
0.6634
1.2707
0.6943
-0.7839
1.4414
0.1028
-0.8144
-1.1983
-0.4803
-1.1902
0.299
0.6266
0.1701
-0.6835
-0.405
-0.0647
-2.3
3.9883
0.3257
0.0204
-0.9214
-0.7877
0.2742
0.8026
0.3121
0.753
-1.8107
-1.2501
-1.0566
-1.3595
0.0352
-0.7334
-1.3739
-1.6281
0.7724
-0.4907
-1.1424
1.5057
-2.1948
-2.5247
-0.8084
-0.1173
0.1517
-0.3196
-0.2375
1.5946
-1.483
-1.8507
-0.7574
0.2797
-0.0407
-0.1183
-1.0503
0.1988
-0.7824
-0.3863
-1.055
0.2923
0.1456
-0.1253
0.8589
-0.0345
-1.0664
0.0978
0.6237
0.1354
0.7595
1.1395
0.0113
-0.4937
-1.1076
1.7953
-0.8041
1.6548
2.2901
-0.362
-0.0135
-0.8581
-0.5151
1.9437
-0.0885
0.8273
-0.1364
0.9796
-0.4672
-1.0397
-1.4073
-0.181
-0.6577
-1.091
-0.2332
-0.6258
-0.5304
-1.1035
-0.3607
-1.3846
-1.1701
0.6295
-0.3009
0.1152
-0.2766
0.2602
-1.2772
0.0192
0.8349
-1.498
0.4874
0.5815
-0.9185
2.3174
1.0821
0.3256
0.5894
0.6695
0.5259
-0.3893
-0.9267
0.6907
-0.9089
-0.3497
-1.047
-1.1643
-1.6528
-0.1264
-0.044
0.1721
-2.0404
0.3856
1.6515
-2.6315
-1.0164
-0.4467
1.0325
0.3057
-0.258
0.6423
0.9689
-0.5224
0.0854
0.8258
-1.1325
-0.9601
-0.0245
0.2241
-0.3608
-0.0441
2.088
-0.1468
1.6262
-0.6163
1.5722
1.2416
-0.3817
-0.2127
-1.2298
-0.3856
-1.0182
-0.5393
0.0952
0.6653
-0.2465
-0.7951
-0.4886
-0.2841
0.4652
-1.2682
-1.5674
-1.0179
0.4435
0.7012
-0.1126
-2.2328
0.7654
0.1871
-0.11
-1.3347
-0.3183
0.5801
-0.0584
0.4505
1.0501
0.8224
0.321
1.8396
1.1138
0.9962
0.5431
0.4281
-0.1246
-1.3333
-0.1198
-0.3494
0.969
0.2035
0.1439
-0.0057
0.5427
0.1401
-0.8882
0.2827
-0.7304
0.2715
-0.448
0.4218
0.203
1.1058
1.5119
-0.5265
-1.3891
-0.1784
1.2121
0.2952
0.504
-0.3001
-0.2317
0.9686
1.5937
0.005
-1.3557
-0.8024
0.8317
-2.0231
1.9662
-0.954
1.0152
-0.3122
1.0353
1.9058
-0.9041
0.6583
0.553
0.8957
-0.3465
2.4044
-0.3084
0.4542
-1.2164
0.2608
-1.4687
-1.7143
0.8821
-0.2388
-0.4325
-0.497
263.366667
0
2,952
52.67
BREAST CONSERVING
Breast Cancer
Breast Invasive Ductal Carcinoma
High
0
LumA
2
Positve
Positive
1
NEUTRAL
Negative
Tubular/ cribriform
0
Post
8
Left
0
2.024
IDC
Positive
1
null
12
1
Died of Other Causes
0.2266
-0.3767
1.2951
0.7659
0.1034
0.8985
-0.0786
-1.29
0.5602
-0.2049
0.779
-0.4395
-0.3337
-0.0428
-0.143
0.4858
-0.3361
-0.4084
-0.7259
1.5769
-0.5325
-1.5294
-1.1513
-0.5895
-0.0879
-0.8174
-1.156
-1.0082
-0.9533
-0.1737
-0.2595
-0.7138
-0.4281
-0.5946
-0.0597
-0.5476
-0.4306
1.4439
-0.5354
-1.4865
-0.1831
-0.7869
-0.0048
-1.4646
-1.4279
-1.0541
-1.6693
-1.6423
-0.2128
-1.8208
-1.0574
-0.4824
1.498
1.6761
-0.9085
-1.2363
-1.2324
-1.4081
1.4469
0.8073
-0.4304
0.8155
-0.6896
-0.7038
-0.559
0.6383
-0.4581
-2.3859
-0.3966
-0.6794
0.2965
-0.3884
-0.7989
-1.8118
0.437
0.7707
1.2174
1.7844
-0.5358
0.6474
0.0458
-0.2548
-0.8506
-0.1758
-0.4407
-1.442
-0.1944
-1.1756
0.9385
-0.7232
-0.2577
0.0198
1.4921
-0.1338
-0.5179
-1.3626
1.8095
1.6255
-1.4839
-0.4761
-0.6182
0.3974
-0.3603
-0.417
-1.0311
0.1123
-0.5578
1.8859
0.2428
1.6304
1.3901
0.7308
-0.3055
0.5007
-1.0292
-0.6349
-0.4062
0.8409
-0.488
-0.4359
-1.0739
0.7834
1.5637
0.4173
0.5413
0.4403
-0.6234
-0.084
1.4232
0.1222
-0.5674
0.3265
0.1144
0.5665
-0.3434
1.1605
0.0932
-1.1646
0.6912
-0.6328
-0.996
-0.2241
-0.7445
-0.136
-1.0406
-0.6304
-0.5986
-0.6782
-0.66
0.398
-0.9881
0.2929
0.1633
0.3149
-0.1975
-0.7379
0.1435
0.5525
1.4326
-0.0468
0.0966
-0.0914
0.0585
-0.4366
-0.4171
-0.1607
0.149
-0.9817
-0.54
-1.2801
0.4936
-0.658
-0.4208
0.7862
0.0489
-0.5074
0.6795
1.5235
-0.4954
0.9375
0.433
0.3634
0.2233
-0.7668
-0.8702
-1.2777
-0.6306
0.7683
-0.0583
0.967
-1.5917
1.2606
-1.2482
-1.3885
-0.2801
-1.9718
1.0176
0.4826
-0.3553
-0.3205
1.0335
-0.7179
0.0983
1.6018
-0.6794
-0.0123
-1.1182
-0.573
-0.9792
-0.4605
-0.7714
-0.3245
-0.7147
0.7966
-0.0237
-1.9366
0.2907
0.0244
-0.5163
0.1213
-1.2694
0.2591
0.2765
-0.8389
-0.8331
-0.2329
-0.0448
-0.8114
0.6781
-0.5416
-1.1547
1.0363
-0.1791
-0.8788
0.3137
0.2788
0.7147
-0.8316
-0.8464
0.5908
2.0195
-0.0602
0.2494
-0.6988
0.1529
0.1711
1.2547
-0.1396
0.0195
-0.8073
-0.844
-0.2565
-0.5263
-0.0172
-1.2598
-0.6223
0.5006
0.5762
-1.2464
-0.7613
0.2251
-2.3513
-0.0497
-0.6464
1.432
-0.8375
0.1722
1.1291
0.3095
-0.0981
1.7668
0.5262
0.1
-1.0125
-0.1277
-0.8426
-0.2135
0.1616
0.2215
-0.2859
1.3616
-0.4701
2.5804
-0.2645
-0.8156
-1.7968
-0.0247
-0.9729
-0.4074
1.5394
1.6331
-1.6475
-0.9221
-0.4469
-0.6063
-0.4388
0.7551
1.3186
-0.2063
-0.7909
-0.4822
-0.8773
1.1551
-0.0984
-1.1967
-0.3246
0.1925
-0.2235
1.3322
-0.7828
0.7437
0.5077
0.8368
-0.2384
1.473
-0.4947
0.8107
-0.6126
0.8115
2.0626
1.1238
-0.7958
-1.3788
-0.1813
0.0038
0.2344
-0.6246
-0.1788
1.045
-1.8101
-0.4968
-1.0483
-0.5793
-0.1215
-0.7448
0.6872
0.2804
-0.7915
0.6603
-0.2974
-1.6912
-1.519
-0.2626
0.4095
0.3282
-0.7676
-0.7553
-0.3505
1.2534
0.3018
0.4593
0.0814
-1.0226
-0.4545
0.7926
1.0563
-0.8043
1.0579
0.6975
1.7469
0.0488
-0.7355
2.6416
-0.3571
-0.5468
0.9926
0.0228
0.2022
0.6217
-0.3374
0.696
2.2424
-0.1828
1.1119
1.2893
-0.2165
0.1992
0.4412
-2.2077
0.2659
0.1602
1.5139
0.0404
0.3168
1.9877
0.9012
-0.2672
-0.3219
-0.6894
-0.548
0.0392
1.2445
0.1473
-1.0901
-1.0423
-0.0888
0.896
0.6492
0.9098
0.9972
-0.0683
1.6206
-2.181
-0.544
1.2925
-0.8874
-0.8401
0.4585
-1.3994
1.4962
0.1134
-0.6127
0.7863
0.0782
1.7689
-0.1937
-1.6597
0.4994
-0.2503
-0.7692
0.6533
-0.066
0.2953
0.9757
-0.1758
0.7282
0.9149
0.8429
-0.9082
-0.657
-0.126
-0.3223
-0.6137
-0.1042
-0.6809
-0.361
0.7201
0.7504
0.9208
0.0834
-0.7992
0.1731
-0.1005
-0.0682
1.2354
-0.7273
-0.3195
-0.2088
-1.3448
-0.3796
0.0339
-0.0962
0.2811
-1.3861
-0.2732
0.1293
0.876
0.616
-0.1922
0.882
1.0593
0.4219
0.2645
0.6514
-0.4608
-0.2137
-0.4983
-0.0482
-0.193
0.9147
0.4825
-0.4144
0.4575
0.2405
-0.7773
0.5354
0.3048
1.6465
0.9713
0.1439
0.2382
0.1615
-0.2728
0.7894
-0.7276
0.6053
-0.2328
-0.5871
-0.7725
189.1
1
2,953
43.08
BREAST CONSERVING
Breast Cancer
Breast Invasive Ductal Carcinoma
High
0
LumB
2
Positve
Positive
2
NEUTRAL
Negative
Ductal/NST
0
Pre
10
Right
0
3.036
IDC
Positive
1
ER+/HER2- High Prolif
18
1
Died of Disease
-0.6907
1.3446
0.3171
1.5301
-1.7952
-0.479
-1.6472
1.4766
-0.2933
-1.0621
-0.9496
0.9069
0.8341
0.5198
1.2014
-0.6086
1.3648
0.5001
-1.1572
1.2964
-0.3627
-1.5152
-0.3139
0.1909
1.1972
2.144
-0.4135
0.1075
0.1428
-0.6127
0.3152
0.0115
0.3255
-0.0097
-0.0522
0.7735
0.7936
1.1667
-0.1554
0.2088
1.161
-0.3815
-0.4087
-1.2298
-0.0838
0.1622
-0.3385
-1.1865
-0.0432
0.8993
0.5213
-1.1953
-1.1722
-0.3971
-1.6485
-0.5527
-1.6786
-1.8405
0.8311
0.0813
-1.1977
0.6697
-0.1351
-1.2318
0.0502
0.0684
-0.3403
0.1489
-0.1743
-0.6333
-0.7052
0.0917
-1.5157
-1.5539
0.1913
1.6623
-0.7667
0.2933
0.0876
0.6827
-0.4929
-0.318
-1.0466
-0.4893
-1.1629
-1.0156
-0.6228
-0.6236
-0.9531
-0.2018
0.7977
0.908
0.3393
0.5627
-0.4293
-1.1189
0.4819
1.0619
-1.1489
-0.5062
-1.3171
0.1905
-0.2353
-1.0304
-0.5262
-0.765
0.113
0.5042
1.3253
-1.2582
0.2888
1.4976
0.0301
0.1283
-0.4456
-1.0697
-1.1031
0.0707
-0.5501
-1.652
0.4658
0.6602
-0.7123
-1.1793
-0.5114
-0.2601
-0.6571
-1.1156
-0.5992
0.1469
-0.5369
0.2689
1.556
-0.5185
0.4277
-0.4372
-1.057
2.0529
-1.6439
-0.6165
-0.9561
-0.4868
0.7595
-0.7733
0.4666
0.2833
-1.0569
1.0614
0.3747
-0.3021
-0.6897
-0.2973
0.084
0.7978
0.3631
0.8313
-1.2107
-0.5174
0.7305
1.1052
0.7143
-0.6735
1.313
0.1655
-0.8406
0.563
-0.2059
-0.7825
0.1564
-0.3131
-0.6185
1.2381
-1.0155
1.5388
-0.8267
-0.1725
-0.0898
-1.3069
0.5629
-1.0387
0.7594
0.1501
0.788
0.6821
0.2184
-1.4215
-0.453
-0.4337
0.2266
0.7399
0.2446
0.8703
-0.3981
0.9764
-0.3461
-1.4995
-0.7458
-0.4438
1.2098
-0.3535
0.4216
0.2451
-0.9897
-0.9176
0.8908
-0.1202
1.0582
-0.3754
1.6563
0.4779
-1.1378
-0.0133
2.1349
1.5602
1.3067
0.4904
3.2741
-0.7915
-0.7239
0.5117
-0.841
0.1396
1.6849
0.5983
0.0351
-0.4391
-0.3775
0.6905
-0.6363
-0.3364
-0.3276
1.5056
0.399
-2.1052
-0.1929
1.187
0.4334
0.0239
-0.6451
0.4418
0.439
0.0118
-0.3009
-2.038
-0.1771
0.042
0.309
-1.1671
0.2612
0.5751
0.2849
-0.8126
0.0785
-0.5398
-0.6098
-0.1441
-0.5569
-0.1604
-0.0288
-1.0742
-0.0896
-2.1631
-0.019
1.4649
0.3003
-0.72
0.6834
0.7615
0.7752
0.8768
0.1007
-0.3638
-0.1701
-1.1421
-0.6352
-1.7385
-0.0755
0.113
-0.2686
0.1111
-0.0606
-0.7944
2.0195
-0.6317
-1.2056
-0.3943
1.2624
-0.3392
0.4327
0.1381
0.3014
-1.5564
-1.6312
-0.6554
-3.2386
-0.3727
-1.1812
0.4313
-0.9143
0.2038
1.0771
-1.1042
-0.3817
-1.4237
0.0064
1.144
-0.436
-1.1866
0.326
0.3834
-0.1856
1.1205
0.9637
-0.2722
-0.7558
0.177
0.1172
0.7894
0.5015
0.922
0.7525
0.123
-0.8345
-1.0658
0.3866
0.9421
0.8116
-0.1911
0.4798
-0.9141
-0.0191
0.5551
-0.0653
0.8967
-1.1306
0.1296
-0.2989
-0.3071
-0.7132
0.9589
1.0273
-0.4971
1.093
0.5652
-0.443
-0.0251
-0.7395
0.0365
0.0143
-0.3708
-0.8357
0.3398
0.1895
0.2486
0.7786
0.6673
0.1976
0.6402
0.676
0.6305
0.9085
-0.6847
-0.1191
0.2685
-0.9648
-0.4051
-1.8033
0.5481
-1.0851
-0.4154
0.3458
-0.6911
0.6427
1.4291
-0.4341
0.3921
-0.4393
1.3423
1.3801
0.7509
1.335
1.8603
1.2446
-0.5281
0.6326
-0.5695
-0.8401
-0.1617
-0.2403
-0.6005
-0.0158
0.4826
-0.024
1.4786
0.5188
0.7224
0.3505
0.0955
0.3664
-0.8317
-1.3584
0.113
-0.9774
1.3627
-0.3357
0.2197
0.1561
-0.9856
2.5985
-0.4074
-1.8501
-0.8114
-0.0074
-0.5641
0.2539
0.6097
-2.5512
0.7323
0.9893
-0.0055
-1.3118
1.025
-0.4735
1.334
-0.0267
1.067
0.9659
0.9738
0.7095
-0.9612
0.1219
0.7059
-0.1554
-0.9991
-0.3031
-0.3998
-0.031
-0.7113
-0.0337
0.0967
0.2369
1.0933
0.2905
1.119
-2.6449
-0.1831
-0.7648
-0.1197
-0.4898
1.5109
0.4248
0.4372
-0.2969
-1.3223
-1.0554
0.3398
-0.2172
0.0723
1.7789
0.1397
-0.3366
0.846
-0.611
-0.0613
0.1606
0.2549
-1.7639
-0.1906
-0.394
1.3833
1.8145
0.1061
0.1759
-1.6244
0.5154
0.3284
-0.103
-0.8148
0.8875
-0.1306
0.6974
-0.4077
-0.1135
0.4816
-0.1052
-0.246
-0.5323
-0.6264
-0.0379
30.133333
1
2,954
69.79
MASTECTOMY
Breast Cancer
Breast Invasive Ductal Carcinoma
Moderate
0
LumB
2
Positve
Positive
2
NEUTRAL
Negative
Ductal/NST
1
Post
8
Left
3
4.06
IDC
Positive
1
ER+/HER2- High Prolif
30
2
Died of Disease
-0.8744
-0.1054
1.6819
0.104
0.7044
-2.1971
-1.3728
0.039
-0.0594
0.1126
-0.9981
1.8963
0.6109
0.9909
-0.0594
0.4497
0.3879
-0.3054
-0.1316
-1.4701
1.3573
-0.645
-0.8677
-0.4775
0.5366
0.6317
-0.8273
-0.4691
-0.6205
0.6463
-0.0114
-0.6793
-1.8712
-0.8212
-1.0653
1.6893
-0.8827
1.4977
0.7836
-0.648
-0.7188
-2.099
0.847
-1.5371
-0.7736
-0.6293
-1.7258
0.2741
-1.9448
-1.8145
-1.6566
0.0907
-1.3519
-0.2936
-0.3793
-0.1116
0.5698
0.613
0.3354
0.8926
-0.0087
2.0479
0.1167
0.3575
-0.5507
-0.5718
0.6773
-0.747
-1.3306
-0.5625
1.1228
-2.2112
-1.6432
-0.9978
-0.027
0.916
-0.2496
-0.197
-0.6173
-0.8401
-1.0692
-0.2718
-0.6193
1.7912
-0.4481
0.4588
-0.4354
-2.2047
0.5327
-0.6528
0.5847
-1.666
0.9474
0.3473
0.0414
1.4531
0.5817
0.1126
-0.1701
0.4868
0.7848
0.7631
-0.4465
-0.9276
-0.0912
-0.2095
-0.778
-0.934
1.9459
-0.1883
0.4777
-0.7704
-0.1169
-0.6287
-0.6087
-0.1136
-0.1422
-0.7108
-1.3513
-0.9393
-0.6579
0.6992
0.3089
-2.4803
-1.5798
0.595
-0.4486
-2.6135
0.6652
-0.6512
-1.5615
-0.7665
1.4141
1.6541
-0.4954
0.0897
-1.2196
0.6932
-0.3525
1.4763
1.7
0.7443
0.2023
-1.6621
-1.3085
1.3907
-0.3871
0.2081
-1.6616
-0.8422
-0.3096
-0.6965
-0.7234
1.2072
0.3616
-0.4094
-0.8115
1.1825
0.2077
-0.8828
1.4639
-0.7679
-0.8192
-0.7692
0.338
-0.5348
-0.314
-0.4272
0.5629
-1.3686
-0.7157
-0.3596
-1.615
-0.8238
1.0147
-1.0244
0.0176
0.5976
0.4567
0.1735
-0.8586
0.5992
-1.1682
0.6861
-0.0954
-1.4872
-0.0998
0.8298
1.2251
0.3255
-0.9471
-0.0747
-0.4336
-0.8183
1.4842
-0.1284
0.6177
-0.2757
0.6317
-1.7942
1.5278
1.3534
-1.7928
0.9925
-0.3686
-0.5576
0.5757
-0.0231
0.4358
0.2044
-0.4378
-0.9082
-0.2132
-0.1305
-0.8413
0.8875
1.4918
-0.4342
-0.6318
0.3809
0.5762
0.0038
-0.7781
-0.2008
-0.6875
-1.2559
1.0608
0.1336
-1.2933
-1.2829
-1.5826
-0.5298
-1.062
0.0378
-1.1341
-0.496
-0.667
-0.2955
-1.247
-0.3355
1.6575
1.1652
-0.825
0.1937
0.0932
0.2967
2.7242
0.765
-2.4641
0.04
-0.7572
-1.1511
-0.2223
1.5187
-0.7388
1.0359
0.9065
0.1381
0.4873
0.3858
-0.3838
0.0476
-0.3806
2.1372
0.5387
1.6511
-0.9542
0.9266
-0.2844
-1.134
1.087
1.0792
0.3862
0.4422
0.1909
-0.0553
-0.7981
0.187
-0.6503
-0.2744
0.4446
-1.2448
1.1285
-2.3869
0.8421
-0.586
4.3207
-0.3001
-0.4969
-0.4861
-0.5336
0.7552
-0.0684
-1.7079
-0.2394
-1.4553
2.1497
0.8138
-1.1098
-0.185
0.0492
-1.5559
-1.1311
-0.6653
-0.7255
0.2377
-0.6535
-1.7094
-1.2928
-1.595
-0.2479
0.1544
-0.22
0.5499
-0.015
1.0667
0.527
1.0907
-0.5815
1.0517
-1.3531
-0.3715
-1.4747
-0.2877
1.1052
-0.4465
-0.8955
-0.7474
0.4451
-0.1955
-0.6833
-0.1391
0.2805
-0.2678
-1.2763
0.2888
-1.4468
-0.4452
0.5234
1.8545
0.0079
-0.197
-0.1266
-0.6957
-0.8056
0.6674
-0.9776
-0.034
-0.4293
0.5854
-0.5778
0.0844
0.9739
-0.1716
1.4055
-1.2166
-0.9512
-0.8479
-0.3899
0.123
0.0021
1.0424
-1.0134
-0.2514
0.0545
-1.6193
-0.0134
0.2142
0.4353
0.394
0.5485
0.0805
-2.0554
1.0816
0.2072
0.8472
-1.5068
-1.6031
-0.3538
-0.6332
-0.0645
-0.8931
-0.0148
-1.2776
0.1055
-0.8532
0.2691
0.314
-0.1754
0.4701
0.2837
1.7772
0.0773
-0.9355
-0.1709
-2.2679
0.8109
-0.1033
0.399
-0.5264
-0.8987
1.0822
0.6643
0.8222
0.2701
-2.1417
-1.3737
-0.5808
-1.21
0.5044
-0.8228
-0.7193
1.0663
-0.1786
-1.059
1.3642
-0.6951
0.3461
1.0124
-0.5084
-0.8074
-0.9553
-0.813
0.6601
2.8597
-0.9851
0.8641
0.0745
2.0208
-0.108
-0.3944
-0.5734
-0.4399
0.0659
-0.6872
0.8994
1.1155
-0.4765
1.7232
-0.7329
-0.8876
1.3013
0.6016
0.5236
1.3225
0.4663
0.2304
-0.2889
-0.5416
-0.6049
0.0513
0.3048
-0.4865
-0.7188
0.643
-0.665
-1.0021
0.6415
1.0615
-0.0863
0.0778
0.2749
0.4933
0.6527
-1.6024
-0.5547
0.3817
-0.5332
0.0439
-0.3012
-0.4339
2.0458
-0.6663
-0.7148
-0.2499
0.4347
0.7158
-0.0828
-1.5444
0.4838
-1.3019
0.8291
1.5033
-1.6576
-0.1821
-1.8133
-0.3025
-0.4572
-0.6118
5.5
1
2,957
31.02
MASTECTOMY
Breast Cancer
Breast Invasive Ductal Carcinoma
High
1
claudin-low
2
Negative
Negative
3
NEUTRAL
Negative
Ductal/NST
0
Pre
10
Left
2
5.06
IDC
Negative
1
ER-/HER2-
30
2
Living
-1.0981
0.8055
-0.7268
-0.3705
-0.649
1.2291
0.7013
-0.3847
-1.5986
-0.1455
-0.9404
-0.8148
-1.8812
1.1708
1.6224
1.1862
1.5796
0.6772
1.2198
-0.9717
0.5586
-0.9482
-0.2376
0.6641
0.5214
1.4053
1.3815
-0.0144
0.6574
-1.3556
-0.8329
0.2298
-0.2268
3.1608
0.823
0.315
-0.4143
0.2896
0.4844
1.9678
0.6772
1.4114
0.4318
-1.0189
0.1792
1.158
-0.3913
0.0487
-0.3526
1.0578
1.3757
-1.0072
0.1269
-1.2758
-0.5948
-0.4372
0.6198
0.7368
0.6947
-1.3459
-0.3675
1.2599
-1.3418
-0.4308
2.4153
-0.9102
1.441
-1.2707
0.2163
1.8207
-1.8685
-1.142
-1.5206
-0.6896
0.674
1.8483
0.1929
-0.3767
-1.0115
-1.1137
-0.388
-0.3712
-0.2969
-1.4288
0.1136
0.6374
-1.1301
-1.3497
0.2437
0.9368
0.7369
-0.4857
-0.3367
0.2238
-0.6022
0.795
-0.7835
-0.1705
-0.8294
-0.8941
-0.4169
0.1971
-0.78
-0.8877
-0.0202
-0.5788
-1.3811
-0.4092
0.0558
-1.9927
0.3755
-0.3947
-0.9001
0.5992
-1.2551
-0.4941
-0.1656
-0.7933
-0.6323
0.2085
1.4347
-0.0731
-1.5156
-2.8051
-1.2852
0.4172
-0.1551
0.1158
-1.2884
0.3277
0.9851
-0.1137
1.1558
-0.9251
0.3863
0.0822
-0.1626
0.0675
-1.9286
-0.8254
-0.4294
0.0982
0.6277
-0.3741
1.2322
0.8801
-0.3554
0.0867
0.1116
-0.1582
-0.4228
0.1242
0.9791
0.2744
0.6691
0.3601
-1.1383
-1.067
0.2977
0.6577
0.6094
-0.0481
3.5267
0.6014
-0.8108
0.0494
-0.0989
-1.7041
-0.4165
0.0037
0.7668
1.313
0.9958
0.1006
-0.3816
0.2383
1.4132
0.1677
-0.4534
0.1454
-0.5658
0.0209
-0.1985
0.5138
1.1148
-0.4431
-0.2398
-0.8666
-1.8079
-0.6334
0.3214
-1.6637
-0.0849
0.0936
0.1665
0.1911
0.897
-0.0868
-0.2862
-0.7996
0.0793
0.6517
0.4432
-2.7775
0.0471
-0.4613
0.5654
-0.3721
1.4115
0.7052
2.9659
-0.1405
0.6522
1.2744
-0.5386
-0.3475
0.5503
-1.5615
1.229
-0.3965
-0.4613
0.4372
0.8404
2.6359
0.9224
-1.2437
-0.9984
0.1827
-1.0277
-0.4583
0.5794
0.6474
-0.4279
-2.255
-0.9024
1.9933
-1.478
-0.9474
-0.0546
0.9722
0.6387
0.8449
-0.6072
0.2634
2.946
0.9269
-0.1704
0.2359
0.6754
-0.045
0.9597
-0.7662
-0.2769
-0.5719
0.7401
-0.5391
-0.3674
-0.5563
1.7147
-0.8048
-0.708
0.0511
0.4923
1.148
-0.2132
-0.0079
-1.6596
1.3441
0.4399
0.8508
-1.1395
-1.6962
0.998
0.8517
-1.5501
-0.1858
0.8723
0.0553
0.9883
0.7142
-2.1619
0.4595
0.6977
-1.1916
-0.7759
0.3011
-0.6012
-1.3467
-1.5331
-1.0876
-0.7096
-0.444
-0.8223
0.4684
-1.4486
-0.6613
-0.4739
0.2511
0.463
-0.1354
3.2471
-0.0805
-1.675
-0.1549
0.0763
-0.2335
0.2568
-1.3133
0.2969
0.517
-0.4964
-0.5464
-0.1869
-0.9427
-0.7347
-0.5333
0.5051
2.7419
-0.7662
-0.2264
-1.2802
-0.9956
-0.9192
-1.7379
-0.5999
0.075
-0.4958
0.9895
-0.044
-0.0744
-0.6417
-0.8215
0.9062
-0.0784
-0.82
-2.0772
-0.0275
-0.0898
0.0662
0.0386
-0.7159
1.6345
-1.3884
0.7017
-0.8498
-0.1115
1.2747
0.6885
2.8147
-1.3074
-1.1562
0.1978
-1.0504
0.3093
1.5755
0.5007
-0.2035
1.0131
-0.55
-0.4723
-0.5172
1.0579
-0.526
-1.2099
-0.454
-0.1889
3.1561
-0.5328
1.6994
4.041
-0.4187
0.3742
-0.4122
-0.3914
0.9841
-1.0064
-0.9057
0.2781
2.0335
-0.5481
2.6152
-0.5504
-0.3878
-0.97
1.5535
0.3052
0.0427
-0.1549
1.328
-0.5271
-0.882
2.0104
0.2312
0.7951
-0.9029
0.7913
-0.7683
-0.8899
0.5751
-1.0237
-1.5733
-0.9199
-0.2123
-0.7602
-0.2883
0.419
1.253
0.347
0.5935
-0.6903
-2.3998
-0.5358
0.5227
0.7645
-1.3178
-0.4925
-1.5314
0.9324
0.7104
0.9973
-1.4515
-0.539
1.1044
0.7532
-1.42
-1.2609
-0.5874
0.5415
-0.4952
0.9755
1.0235
0.6194
1.039
-0.035
-2.0602
0.0777
0.0289
2.2017
-1.0569
1.8595
-2.0457
-1.8926
-0.4129
-1.1185
0.3313
-0.9061
-1.7106
0.1075
0.2386
0.2219
0.8647
0.5552
1.0409
0.4397
-0.042
1.7673
0.1274
-1.0231
-0.7983
-0.6194
-1.0633
-0.2642
-0.201
0.0942
-0.8322
2.368
-0.0122
-1.2904
-0.347
3.1156
-0.0243
0.3885
1.6419
-0.5363
-0.0194
1.0796
0.921
0.3551
0.5513
1.1186
-0.281
-0.5468
0.9734
0.1281
0.8676
-1.5113
-0.9104
-0.0158
-0.8271
262.133333
0
2,960
69.67
MASTECTOMY
Breast Cancer
Breast Invasive Ductal Carcinoma
Moderate
0
LumA
2
Positve
Positive
3
NEUTRAL
Negative
Ductal/NST
1
Post
6
Left
0
4.05
IDC
Negative
0
ER+/HER2- Low Prolif
25
1
Died of Other Causes
0.3552
0.674
-0.7756
0.7419
-0.278
1.2094
0.926
-1.3339
-0.6288
-0.5597
-0.3136
-0.7762
0.1749
0.0045
-0.0032
0.7074
-0.267
0.6102
0.3795
0.4035
-0.1099
-0.3312
-0.1978
-0.8836
0.3874
0.2749
-0.8991
0.2062
0.1008
0.302
-0.7504
-0.4917
-0.4907
0.0312
0.6324
0.846
0.8518
1.2185
1.6683
-0.7244
-1.264
0.4885
1.297
-0.3262
0.06
-0.774
-0.4468
-1.3169
-1.1314
-1.4607
-1.1167
-0.7481
1.0619
-0.1231
0.1636
-0.4441
-0.9164
-0.6471
0.3787
0.4698
-0.6779
0.8637
-0.8335
-0.485
-2.4231
-0.245
-0.83
0.4815
-0.3512
-0.9533
-1.1744
0.8836
-0.9345
-1.4498
0.8087
0.2258
1.8667
0.3756
0.9303
0.9382
1.1495
-0.1883
0.0298
0.0444
-2.0626
-0.8731
-0.1437
-0.7077
-1.1515
-0.27
-0.2291
-0.1858
0.5226
-1.4858
-0.432
-1.8827
-0.8234
2.2863
-2.1927
-1.1853
-1.1195
-0.1303
-0.5679
-0.4896
1.5962
-1.1532
3.083
0.4392
0.7948
0.462
0.6441
0.4767
-1.0827
0.4494
-1.1454
1.1177
-0.9344
0.3822
-1.4452
-1.0523
-0.7869
0.8629
1.4371
-0.508
1.1316
0.4794
-1.3589
0.0025
-0.6969
0.5088
-0.7243
-0.0639
-0.0264
-0.356
0.637
-2.3375
-1.1366
0.3048
0.4764
-0.5141
-0.3637
0.2159
-0.3023
-0.3031
-0.2777
0.1612
0.1269
1.4694
0.0368
-0.4643
-0.7408
0.8876
-0.4119
1.0056
0.382
-0.4606
-0.6313
-0.1534
-0.2476
0.2256
-1.2607
0.3113
-0.7522
1.0274
-0.8971
-0.262
-1.8216
-0.7963
0.0466
-1.4712
-0.7159
-0.4059
1.7586
0.8287
0.3216
0.3193
1.2278
-0.1301
-0.3542
-0.2133
-0.1956
0.4802
0.2328
-0.7083
0.5498
0.0814
-1.0534
2.3609
-0.1354
-0.0699
-1.001
0.1386
-0.4655
0.1119
1.1127
-1.3076
0.3393
-0.6032
0.0007
0.2163
0.4187
-1.3676
0.5335
0.15
-0.6544
-0.378
0.107
0.1226
-0.239
0.8709
0.6065
4.7052
-0.148
0.8413
-0.2847
1.4618
0.3503
0.4734
-0.7503
-0.7315
-0.8077
0.775
-0.5944
-0.0776
-0.4873
-1.0608
-0.7737
-0.4193
-0.9104
0.1933
0.6835
0.2158
0.1925
-0.8703
-0.7065
0.487
0.568
0.1016
-0.6769
-0.6374
-2.4818
-0.0992
-1.2182
0.0961
-0.581
2.583
0.585
-1.3121
1.0424
-0.2661
0.1835
-0.819
-0.7379
-0.2745
-0.6591
1.0811
0.1082
0.5783
0.3226
0.0292
0.0039
-1.5651
-0.0937
0.4517
0.1557
-0.8755
0.0772
-0.7411
0.1989
-0.4768
0.9561
-0.5298
0.3221
0.5327
-0.9318
-0.7544
-1.607
0.9096
-0.0461
0.3616
1.0091
-1.2537
1.9641
-0.5821
-0.5115
-1.2974
-0.4192
0.6264
-0.6045
0.737
-0.1152
0.8468
-1.6843
0.2601
-0.9768
-0.3143
-0.1974
0.2346
-0.1394
-0.0393
-0.5313
-0.8224
1.2573
-1.3847
0.0265
-0.7339
-0.7392
-0.3683
0.2479
0.0883
2.2507
0.8207
-0.1638
-0.0022
1.1933
-0.4749
2.3249
-0.8117
-0.5965
0.6952
-1.2163
-0.8069
-0.6433
0.4779
0.5849
1.6454
0.251
0.0236
0.9855
0.2853
-0.5223
-0.9168
-0.2684
0.179
-0.8493
0.1303
-0.8273
0.2493
-0.8622
-1.3382
-1.91
-0.886
-1.022
-0.0622
-0.4461
0.3606
-0.0041
-1.1963
3.95
1.5213
0.4783
-1.115
1.3798
0.2087
0.257
0.165
-0.9
0.8544
0.0067
-0.4745
0.0806
-0.3531
1.3627
-0.097
-0.5309
1.1074
-0.0526
-0.8594
-0.3278
-0.576
-0.7451
-0.582
-0.0126
1.3136
-1.242
1.6058
-0.4971
0.2022
-0.6768
-0.4666
-0.2067
0.5514
0.5264
0.1263
0.8768
-1.3497
0.0811
0.1763
-0.8847
-0.4864
-0.3256
-0.1981
-0.6978
-0.2398
-0.3536
-0.216
2.481
0.8655
1.2686
-1.4762
-1.0566
-1.5772
-0.5203
0.232
0.7173
-0.169
0.8283
-0.1181
0.315
0.2645
-0.2032
-1.3848
-0.3748
0.3162
1.3648
0.6153
-0.9617
-0.3037
-1.0366
-0.1862
-1.0764
1.0358
-0.5545
-0.6834
1.029
0.073
0.2817
0.1082
2.1359
-0.7926
0.838
0.6715
0.4453
-1.0151
-0.7471
0.0992
-0.4565
2.5321
0.7882
0.5874
-0.3705
0.2204
-0.6889
-0.8467
-0.1491
-0.0979
-0.0792
-0.7675
0.6337
1.3992
0.213
0.2429
-1.3465
-1.5659
1.1287
-0.9594
1.9611
-0.4049
0.0876
0.0983
-0.4958
1.3017
-0.4386
-1.0288
-0.2022
-1.2098
0.0667
1.3456
0.7365
0.4423
0.2017
-0.2107
2.2561
0.5753
2.0785
0.8643
0.3026
-1.3573
0.7444
-1.0211
0.5581
-0.5953
-1.5364
-1.3573
-0.3727
0.1855
-0.0813
-0.0142
-0.9037
222.2
1
2,963
53.99
BREAST CONSERVING
Breast Cancer
Breast Mixed Ductal and Lobular Carcinoma
Moderate
0
claudin-low
2
Positve
Negative
2
NEUTRAL
Negative
Mixed
1
Post
4ER+
Left
4
5.02
MDLC
Negative
1
ER-/HER2-
10
3
Died of Disease
0.0105
2.1186
-1.4819
0.1316
-0.1526
0.2281
-1.2673
0.575
0.9504
-0.5012
0.2916
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-0.789
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-0.8551
-0.5655
0.1971
-1.9989
0.0859
-0.751
0.2177
-0.163
-0.1747
-0.1411
-0.4221
-1.2768
-0.5636
-0.8988
0.1078
0.6372
0.8532
0.3642
0.9751
1.0251
1.522
0.3954
-0.8682
-0.956
-0.5313
-0.0478
0.0208
-0.4519
-0.8778
0.4455
-0.3485
0.6886
0.1467
-0.3987
0.5967
0.1954
1.2633
0.3057
0.1427
0.1173
1.0104
0.3644
0.2279
-0.3535
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0.6192
0.0872
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0.0962
0.5759
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0.0042
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-0.6249
0.2016
0.5962
0.0553
0.1927
-1.1395
0.1586
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-0.4024
-0.41
1.2448
-0.6975
1.4248
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0.0537
0.4977
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0.294
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0.3386
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1.2107
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0.4647
1.5759
-2.5179
1.8106
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0.3775
0.643
1.4634
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0.7651
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0.8363
0.0615
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0.3648
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0.9926
0.7775
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1.2453
0.3875
0.5566
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0.4995
2.3175
0.9369
0.7578
0.619
1.5329
-0.4104
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-0.2312
-0.7598
0.8777
-0.5394
-2.0511
-0.6324
0.793
1.487
0.1053
-0.8444
2.5938
0.7689
2.3643
0.423
-0.0684
0.4408
-1.0438
1.2326
0.6926
-0.3082
1.4912
-0.7954
-0.2365
1.9455
0.2807
0.5488
0.2698
-0.0059
0.699
0.6641
-0.5676
0.5878
-0.2531
-0.3813
-0.8669
0.2425
-0.7237
2.6752
0.6289
-0.2491
1.4466
0.8565
-0.1424
-0.6478
-0.5065
0.0589
0.4769
2.18
-0.2212
-0.9002
-1.0329
0.9747
-0.4669
1.3113
1.3136
3.4982
0.7354
-0.9345
-0.4363
0.0642
1.2681
3.4115
-0.4442
-0.8164
-0.5426
-0.5819
0.1114
2.1988
1.3772
0.923
1.1378
1.3299
-0.8841
-0.0256
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-0.1311
-1.3684
-0.0943
2.2098
1.5783
-1.4989
-0.1615
0.1644
0.0394
0.1525
1.1805
-0.2231
-2.0278
0.0483
-0.7284
1.2118
-0.21
-0.3067
0.6536
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1.1452
-0.4633
-0.0909
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-1.0779
-0.023
-0.5085
0.0739
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-0.4167
0.5466
0.4398
0.3699
-0.8826
-0.4204
-1.6584
-0.8474
1.0798
1.3746
1.2287
1.5042
-0.2537
0.8821
-0.4497
0.6632
1.7026
-0.6296
-0.889
-0.7495
-0.6754
-0.5179
-0.0234
-0.6184
-1.5293
-0.8379
-0.3746
0.1458
1.6629
2.4467
0.1319
0.7563
-0.3083
-0.2918
0.7797
0.8033
-0.4458
-0.1954
1.1642
-0.8393
-0.8306
-0.6595
1.5727
0.0901
-0.3997
-0.6378
0.3347
0.0283
-0.1282
-0.546
-0.5804
1.8687
1.7068
-1.7062
1.007
0.1077
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0.6127
1.3901
0.3475
0.1948
-0.3473
-1.1022
0.3663
0.7531
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0.8239
0.4342
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0.8487
-0.1555
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0.0793
2.3469
0.2811
1.3587
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1.248
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0.145
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-2.9168
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0.0166
0.236
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0.5648
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1.9993
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0.2614
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1.1079
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0.9027
0.901
-0.0277
-0.3186
1.5623
0.1826
-0.632
1.5007
-1.1472
1.6731
-1.8215
0.1748
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-1.0284
-0.2869
0.1349
-1.1907
-0.2544
-0.0121
0.8502
1.8017
1.303
-0.429
-1.0539
-0.0239
0.9351
-1.3065
0.0018
-0.9595
-0.4925
2.6436
-0.9873
-0.2772
1.5052
-0.3714
-0.057
-1.3444
-1.387
-1.2097
0.479
-0.2512
1.806
3.2937
-1.1132
-0.7033
-0.0485
0.3775
0.0744
-0.6231
-0.2973
0.5983
-0.9824
-0.0902
0.4861
0.639
2.0617
1.46
0.2943
0.4455
0.2262
-0.5184
-1.0785
0.5288
0.7027
1.4678
0.4128
3.1142
-0.0843
-0.7154
-0.7808
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-0.4959
-0.1294
-0.3753
-0.1453
-0.4189
-0.1594
-0.2659
1.4725
-0.5902
-0.8288
0.8413
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-0.1957
0.3444
1.8164
-0.8807
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-0.2239
-0.6036
0.6519
1.042
-0.3254
-0.0298
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-1.5504
-0.9606
2.6067
0.5331
0.0391
-0.9539
0.0553
0.3142
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0.6169
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-0.2124
-0.3818
-0.651
227.833333
1