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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
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75.65
MASTECTOMY
Breast Cancer
Breast Invasive Ductal Carcinoma
null
0
claudin-low
1
Positve
Positive
3
NEUTRAL
Negative
Ductal/NST
1
Post
4ER+
Right
10
6.044
IDC
Negative
1
ER-/HER2-
22
2
Living
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-0.5738
-1.6217
1.4524
0.3504
1.1517
0.0348
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0.6696
3.3718
5.7407
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1.3924
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1.5674
0.6176
3.5103
0.098
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-1.2637
0.8521
4.0274
2.0126
-1.6059
0.9776
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1.641
0.3492
1.9395
0.0707
2.7077
1.9038
3.1926
0.8128
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1.22
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6.4965
0.6802
2.3311
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1.4722
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1.4916
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1.6822
1.7409
8.8731
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0.4931
1.086
0.265
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0.5445
0.5018
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1.1211
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1.8407
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-0.3354
140.5
0
2
43.19
BREAST CONSERVING
Breast Cancer
Breast Invasive Ductal Carcinoma
High
0
LumA
1
Positve
Positive
3
NEUTRAL
Negative
Ductal/NST
1
Pre
4ER+
Right
0
4.02
IDC
Positive
1
ER+/HER2- High Prolif
10
1
Living
-1.38
0.2777
-1.2154
0.5296
-0.0136
-0.2659
1.3594
0.7961
0.5419
-2.6059
0.512
0.439
1.2266
0.7612
0.1821
1.0104
0.56
-0.4018
-0.2909
0.744
-1.7488
0.4602
0.7835
-0.269
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0.3895
-0.6273
0.1813
-1.2643
1.1057
0.4108
-0.604
0.0546
0.2754
-0.0952
0.7248
0.4389
1.8759
-1.8984
-0.3327
-1.456
1.0011
0.0519
-0.3793
-0.4915
-1.3693
-0.3297
0.9804
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1.3135
0.688
1.3366
1.5911
1.1926
0.301
-0.4113
-1.5476
-0.1581
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-0.9584
-0.1775
-0.7991
-0.3891
-0.4294
0.6385
1.6267
-0.913
0.2582
0.0066
-0.5588
0.7234
0.2604
-0.6473
0.7122
-0.1773
-0.1606
-1.4582
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-0.912
-1.4125
0.326
-1.4752
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2.1712
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-0.0013
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0.7279
1.0905
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0.6519
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1.8906
0.3243
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2.6618
3.3397
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0.7861
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0.11
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2.521
0.7896
-0.4393
0.6933
-0.0651
-1.9196
0.3384
-1.3411
0.025
-0.207
-0.6883
-0.0915
1.0232
0.7871
3.5023
0.2932
-0.0918
-0.5201
-0.5883
-0.6051
-0.7237
0.5109
-0.7401
0.3202
0.1828
1.4963
1.4264
1.3935
-0.824
-0.7537
-0.4241
-0.0711
0.448
-0.089
-1.005
0.5189
1.2116
-0.2053
-2.1169
-0.264
-0.8541
-1.2046
-0.4826
-0.7198
-0.5679
-0.1981
0.0306
-0.4467
-0.0693
-0.7837
0.0117
1.5355
0.759
-0.5652
0.0623
-1.2693
1.0729
1.1973
-2.9847
-1.9199
0.6433
-0.4801
-1.8732
-1.084
-0.722
-0.1878
-1.0623
1.7653
0.35
-0.2505
-0.6337
-0.1047
0.0222
-0.2938
-1.0821
-1.3206
0.2446
-0.4412
0.4534
0.4068
0.7634
0.0231
0.9121
-0.9538
-0.2264
0.5398
-0.892
84.633333
0
5
48.87
MASTECTOMY
Breast Cancer
Breast Invasive Ductal Carcinoma
High
1
LumB
1
Positve
Positive
2
NEUTRAL
Negative
Ductal/NST
1
Pre
3
Right
1
4.03
IDC
Positive
0
null
15
2
Died of Disease
0.067
-0.8426
0.2114
-0.3326
0.5141
-0.0803
1.1398
0.4187
-0.403
-1.1305
0.2362
-0.1721
-1.791
3.0955
0.6608
2.6127
2.5553
-0.0391
-0.4421
1.4528
1.4142
0.3143
-0.0662
-0.5558
0.6967
1.2949
-0.1245
-0.1109
-0.3923
-1.2747
-0.5312
0.2585
0.8958
-0.227
1.1899
-0.7207
1.4829
3.0696
2.2248
-1.4859
-0.4127
-0.8333
0.2885
-0.3496
-0.3549
0.0908
-0.7181
1.5835
0.7379
-0.8346
-1.3487
-0.2243
0.0434
-1.0832
-0.8822
0.759
2.0364
-1.1229
3.1331
-0.4959
-1.0596
1.6744
-2.2695
0.2397
0.1616
-1.0439
0.9493
-1.7455
-0.8876
0.2312
-1.2906
1.1141
-1.567
-1.6157
-1.8103
0.862
1.1837
-0.183
-0.4287
0.0269
0.9807
-1.2545
-1.6218
-1.2785
-1.9686
1.4406
-0.6574
-1.9701
-1.4975
-1.0102
-0.9168
0.3654
-0.6829
2.3143
-0.0641
1.3108
-1.0017
2.7082
0.0557
-1.6488
-0.0451
3.8545
-2.5468
-0.7339
-0.1023
0.649
1.4153
2.0196
2.2031
-1.7817
0.6777
1.5452
-0.5908
-1.2039
0.9269
0.1185
1.2371
0.1704
0.0771
0.0012
-0.2248
1.309
-1.0989
0.3435
0.3679
1.5678
-0.7861
0.298
2.046
1.3173
-0.3617
-0.4294
0.4681
0.4623
1.7894
0.7275
-0.8205
-0.9291
1.7003
1.0673
0.6432
-1.2527
0.7585
-0.6927
-0.5916
1.2092
0.0089
-1.8753
-0.7936
-0.1572
-0.6188
0.2521
-0.0991
3.1838
-0.5358
0.2586
-0.7661
-1.3607
-0.4383
2.147
0.9773
-0.4567
-0.4299
0.5313
0.3959
-0.4464
-1.2823
-1.2771
0.5162
-1.7768
3.5336
1.9768
-0.6058
1.5676
-0.6426
-0.4539
-0.3512
-1.4372
2.2121
0.6469
-1.1507
-0.4649
0.4321
0.5189
0.0169
-0.8582
-2.2248
0.6299
-2.8788
1.6581
-2.2545
-0.6332
0.1242
0.3567
-0.4056
1.0982
-0.8799
-0.6478
1.8587
-1.6654
0.1825
1.0738
-1.5809
-1.7957
2.2321
-0.2289
0.7216
-0.0249
1.9421
2.755
0.0417
-0.5516
0.0935
0.2619
0.2149
0.0325
0.0978
-0.1158
-1.2076
-0.0915
0.4895
0.381
-0.128
1.3559
-0.1297
-1.7472
-1.2457
-0.8461
0.2619
-1.3937
-1.6093
1.8002
0.0673
-0.496
-0.9138
2.2172
1.7297
-0.9902
-0.6465
-1.0594
0.3867
-0.1498
-1.8437
1.284
1.0751
1.5229
1.3971
-2.2621
-0.1481
-1.2594
-1.0724
-1.5115
-0.7975
0.6871
-1.0038
-1.7931
1.4349
3.4869
-0.1044
-0.2511
-0.8081
-1.0472
-1.0066
1.0893
0.4069
2.576
1.1768
0.8615
0.2776
-1.0694
-0.9652
-1.3444
-1.033
-1.0909
0.8227
-0.3171
0.0015
-0.9847
-0.3794
1.1649
-0.1419
-0.5063
0.102
0.4317
-1.7078
-1.6482
1.4359
0.261
-1.0401
-1.0888
-0.4457
-1.1208
-0.5168
-1.5536
-0.0325
-0.2389
1.3501
-1.3978
0.5059
0.3415
-0.8314
-0.6845
-0.046
1.1309
0.6809
0.3157
1.2084
-0.6572
0.1984
-1.0721
-0.9729
0.0515
0.1109
0.9874
-0.0154
0.8589
1.795
0.989
1.5604
2.0526
0.8695
-1.8879
-2.2948
-2.6732
-0.5876
-0.3068
1.8081
-2.6859
0.6366
-1.6504
-0.6838
0.8384
-0.2396
0.9698
-0.8201
0.7313
-0.0799
-1.4797
-0.7075
-0.3
0.8004
-0.4371
-0.0681
-0.6161
0.7884
2.0214
-1.0083
-0.2739
-0.7664
-1.0429
-0.7136
-0.0906
-2.9315
0.7477
2.656
1.6417
-0.8215
-0.5621
0.1738
1.2534
-0.0103
-1.4649
1.4443
0.2173
-0.2498
0.21
-0.4972
-0.6047
-1.0802
-0.3453
-1.1474
-0.1573
-0.2147
3.0991
0.6707
0.4893
2.0438
-0.4219
1.7783
1.5159
0.5243
0.7059
1.8646
1.747
4.373
-1.5965
-0.36
-0.6999
1.4239
-1.8042
-1.3318
0.2297
-0.596
2.0742
-0.3079
0.5588
1.6148
1.17
1.3883
-1.5638
-2.7355
-1.9798
-0.6588
2.0649
1.0082
0.7468
0.4396
0.0909
-0.5603
0.2472
-2.3825
-2.6745
0.0532
-0.0486
0.4847
1.6215
-1.8384
0.7701
-0.4117
-0.8488
-1.4498
-1.3763
-0.3872
0.4933
0.8019
0.039
-0.5732
2.816
1.178
-0.1044
-0.3182
-0.5528
-0.3453
1.5564
-0.078
0.3554
-0.6829
1.1287
0.9132
-0.7445
-0.3764
-0.6322
-0.3206
0.9513
-0.0321
-0.3119
0.5541
-0.3686
1.1041
-0.6253
0.0082
1.6822
0.8981
-0.0943
1.1599
0.1442
0.1493
0.1117
1.6262
2.2685
-0.991
0.1767
-0.9128
-0.0006
0.7079
-0.7401
1.2279
-0.2882
-0.1727
1.1257
0.8306
0.2707
-0.7554
-0.3559
-0.7735
-0.1387
-0.9122
1.2552
0.4593
-0.5381
0.0668
0.8344
1.7227
0.4024
-3.7172
-1.5538
1.3701
-0.1078
0.3655
163.7
1
6
47.68
MASTECTOMY
Breast Cancer
Breast Mixed Ductal and Lobular Carcinoma
Moderate
1
LumB
1
Positve
Positive
2
NEUTRAL
Negative
Mixed
1
Pre
9
Right
3
4.05
MDLC
Positive
1
null
25
2
Living
0.6744
-0.5428
-1.6592
0.6369
1.6708
-0.888
1.2491
-1.1889
-0.4174
-0.6165
1.0078
-0.401
-1.3905
4.8798
0.0615
2.9414
4.1161
-0.3098
-1.347
1.2102
1.5345
-0.6347
0.7279
0.0219
1.8801
0.0476
-0.6651
-1.4457
-0.3827
-0.4537
-1.5248
0.3689
1.1455
0.0432
1.0868
-0.5237
0.2119
3.4617
0.461
-1.5404
-0.2119
-0.8333
1.8323
0.3869
1.3434
0.0409
-0.3804
0.6194
0.8552
0.3317
-0.5512
-1.2401
-0.8535
-0.0195
0.2551
-1.0064
1.4659
-1.049
2.3645
-1.2458
1.4919
2.6438
-0.7268
-0.4622
0.1933
0.4481
1.6109
-0.5916
-0.473
-0.2765
-1.1845
1.1098
-1.7947
-1.3703
-0.3412
1.0671
-0.1616
-0.5077
-1.8552
0.412
-1.4933
-0.8333
-2.2726
1.1498
-1.5455
-0.263
-0.8255
-0.9941
-2.5452
-1.5746
-1.152
-0.5382
-0.8165
2.3152
1.2117
1.1638
-1.5603
0.7708
1.1797
-0.6543
1.4984
4.143
-2.8894
1.369
-0.4797
0.3536
-0.2092
0.4415
1.0455
-1.2848
-0.4277
2.92
0.5155
-1.7602
1.2375
-1.0408
-0.1938
0.2536
-0.5253
-0.5074
2.0447
-0.1371
0.2252
0.7383
0.2514
0.7842
-0.6
0.9754
-0.3231
-0.0546
-0.1192
4.1957
1.0486
-0.4867
2.3596
0.2123
1.2658
0.5207
0.0513
1.5423
-1.1012
0.6762
-0.8414
0.244
-0.7753
0.0309
-0.0706
1.8137
0.1723
0.2875
-0.7166
1.4561
-0.725
2.9343
-0.2353
0.4649
-0.3172
-0.6405
-0.5122
1.8836
0.4925
-0.782
-0.5803
1.3413
0.6259
0.4124
-1.2511
-0.9396
-2.8998
-1.6895
3.3403
2.0772
0.9831
2.8491
-0.7844
1.9837
0.6968
0.1198
1.3652
-0.8502
-0.8229
-1.2923
-0.5447
0.5582
-0.2496
-1.4272
-0.0413
1.0026
-2.2113
1.0801
-1.3444
-0.1964
-0.3292
-0.3793
0.2475
-0.2556
1.3314
1.6936
0.2379
-1.2308
-0.1847
0.2743
-0.8201
-1.2531
1.2883
-0.3216
0.1539
-0.2261
2.8566
0.6631
1.7173
0.9451
0.4783
0.6355
-0.0788
-1.1357
0.1764
0.223
0.2569
-0.3969
-0.2373
0.8236
-0.4842
-0.1366
-0.7623
-1.9265
-2.0421
-0.7812
-0.4338
-0.4175
-0.4251
2.1803
-0.267
-0.7175
-0.5943
3.544
-0.6674
-1.3752
-0.8595
2.6289
0.214
0.8658
-0.6233
-0.2534
0.7494
1.2288
1.6454
-2.5622
-0.7248
1.4816
-1.5166
0.4326
-0.488
-0.5883
0.4072
-0.2181
0.858
7.3425
-1.3747
-0.6002
-1.8264
-0.9305
-0.0247
0.3395
0.9068
-0.4965
1.0085
0.3283
1.0795
-0.8085
-0.6103
-0.9989
-1.1922
-0.9584
-0.5884
-0.4584
-1.5983
-1.5992
-0.8519
1.4578
-0.556
-1.284
1.429
0.7069
-1.237
-2.0525
1.3493
1.5894
-0.8902
-1.603
-0.8191
-0.7736
-1.4145
-0.9771
2.5351
-1.0042
-0.4249
1.1476
0.0401
-0.0785
-0.38
-1.0618
-0.792
2.5443
-0.2881
8.4721
0.3142
-0.4413
0.1932
-1.0215
0.4553
-0.2354
0.4003
1.4839
0.3101
-0.6734
1.5143
-0.4072
1.6567
2.6831
-0.2603
-1.6951
-1.7671
-3.8521
-0.6948
1.9645
-0.003
-0.6588
2.0459
-1.4345
0.3367
0.7001
-0.4587
0.602
-0.6187
0.9967
-0.8569
-0.7878
-1.1014
-0.6013
-0.1297
-0.0893
0.6354
-0.2885
-0.1103
1.5297
-0.2226
0.5911
1.6744
-0.561
-0.1025
0.3307
-2.4937
0.0737
1.4758
0.5496
-0.8541
1.0439
-0.5435
-1.0418
0.4836
-0.2056
0.6378
0.6124
-0.4743
1.2555
-1.2748
-1.8707
-0.6785
2.2705
-0.2572
-0.2659
3.2845
1.6192
-0.4457
0.6028
-0.8912
2.1985
0.5188
0.1731
2.1346
0.3979
1.1317
1.4847
4.9811
-1.011
0.3507
-0.5121
0.1865
0.2039
1.236
0.2784
-0.2526
3.3501
-0.6313
0.3029
1.3755
-0.5139
1.2652
-2.2722
-3.6153
-2.7271
-0.6197
0.5162
0.8421
1.4606
-0.9108
-0.375
0.0969
-0.6907
-1.8951
-1.8433
0.2254
-0.9919
1.4694
1.3334
-1.9635
3.1831
-0.4433
-0.2497
-1.242
0.236
-0.308
1.6069
0.1163
0.3602
-0.1134
2.0714
2.47
0.5877
-0.9752
-0.71
-0.8394
0.7053
-1.7853
0.6284
0.5619
0.2592
-0.611
-0.5875
0.481
0.1082
-0.641
-1.4589
0.1806
-0.4545
1.0612
-0.6271
0.9094
4.8189
0.096
1.4099
-0.6707
-0.3589
-0.8998
-0.5063
0.2546
-0.6586
1.7024
0.1617
1.4208
0.132
1.8754
-1.885
0.1474
0.5097
-0.0393
-0.2049
-0.329
3.214
2.4162
1.7962
-1.2505
-0.1742
-0.2858
-0.7305
-1.0178
-0.7887
1.3361
-0.563
-0.7078
0.8228
0.6819
-0.1948
-2.3286
-0.9924
-0.3154
0.232
-0.4828
164.933333
0
8
76.97
MASTECTOMY
Breast Cancer
Breast Mixed Ductal and Lobular Carcinoma
High
1
LumB
1
Positve
Positive
3
NEUTRAL
Negative
Mixed
1
Post
9
Right
8
6.08
MDLC
Positive
1
ER+/HER2- High Prolif
40
2
Died of Disease
1.2932
-0.9039
-0.7219
0.2168
0.3484
0.3897
0.9131
0.9356
0.7675
-0.294
-0.2961
0.632
-0.3582
0.3032
0.8747
0.6323
0.3349
-0.2652
-0.1541
-0.7631
1.0158
1.8996
0.6618
-0.7454
0.2862
1.1035
-1.0514
1.5423
1.2169
0.1169
1.7648
0.8892
-1.0195
0.3664
0.7145
0.5223
1.5638
0.1562
-0.2666
0.4509
-0.4449
-0.3181
2.2129
1.1063
-0.065
1.4216
0.972
0.0461
0.1645
0.2677
0.3308
-0.5049
-0.3295
-0.4278
-0.0063
0.1063
0.9378
-0.2383
0.1228
0.369
0.9222
0.2017
-0.8767
1.8501
-0.6839
-1.2165
-0.8212
0.2763
0.1702
-0.7525
-2.4018
0.3444
-0.5688
-0.5238
0.4816
-1.173
-1.285
-0.34
-1.9064
1.1496
-1.1192
-1.005
-0.0353
-1.4281
-2.7196
-0.0878
-2.171
-2.131
-0.7509
-0.0075
0.6149
-1.4361
-1.6582
-0.77
-0.3525
2.1816
-0.4056
0.7125
-0.4021
0.3117
0.0706
-0.5673
-0.6666
-0.5381
0.4906
-0.15
-0.4913
-0.8568
-0.7534
0.6626
0.2038
0.4134
-0.0238
-0.8343
-0.9541
-0.8911
2.1021
-0.6142
0.0657
-0.3322
0.5882
0.5063
-1.2477
1.2839
-0.6159
-0.1525
-0.5262
0.6704
0.179
-0.0792
0.5098
2.4848
0.8654
-1.0298
-0.7718
-0.2628
0.1754
-0.5207
-0.5943
0.9725
1.8931
-0.3756
0.442
-0.0896
-0.3344
-0.3125
-0.9502
0.7129
-0.3024
-0.5542
0.0629
1.3411
-0.5042
0.4861
1.2588
-1.046
-0.5962
1.4865
-1.0922
0.501
-1.0715
0.8701
0.5115
0.6556
0.3455
-1.1731
-1.5713
-0.3794
0.543
-0.3001
1.3211
0.0246
0.2881
-0.2109
-0.5785
-0.1702
-0.5076
0.366
-1.2198
-0.3194
1.0331
-1.7323
-0.1758
-0.636
0.4079
-2.2363
-0.1867
-0.3795
-0.4151
-1.217
-0.2842
-2.3884
-0.3605
1.2317
0.3536
3.9901
0.5779
-1.0071
0.9238
-1.9312
-0.4494
-0.1982
0.326
0.9414
-0.1305
-0.6322
0.0268
-0.5826
-0.2464
-1.7046
-0.2091
0.0024
-0.0867
0.104
-0.6777
0.2603
1.9485
-0.9704
0.6494
-0.7281
0.6346
-0.3306
-0.5542
0.0062
-0.7551
-0.6149
-1.388
-0.3511
-0.3835
-1.2038
-1.0203
-0.3866
-1.6346
1.4198
0.6252
-0.432
-1.1464
-0.2831
-0.3823
3.0912
-0.678
1.8685
-1.2441
1.1045
-0.8958
-0.4307
-1.3988
-0.5631
-2.0748
-0.6419
1.4917
-0.3344
2.324
0.5721
-0.7546
-0.7921
0.1512
-0.7187
0.3484
-0.5915
-0.7889
-1.0334
-0.0315
-0.9543
-1.01
0.5378
-0.9729
-0.2201
-0.267
-0.3679
-0.742
0.4206
0.6806
2.0137
-0.6005
0.1638
1.3898
0.5634
-0.483
-0.3686
0.1444
-1.1026
1.4702
-1.7583
-0.2024
-0.2026
-0.7522
0.3038
-2.0765
-0.8439
-0.3463
0.7826
-0.8794
0.0819
-0.9266
-0.0444
-0.5863
-0.1807
-0.0446
0.8398
-0.1281
-0.2336
-0.4751
-1.124
-0.0012
1.0188
-0.6606
-1.4697
0.4128
-1.5326
-0.4795
1.0052
0.9739
0.8825
-0.7598
0.5698
-0.9309
0.7014
0.3155
1.0845
-0.9843
-0.7672
-1.0214
0.2162
-0.163
-0.7862
-0.3866
1.1366
-0.2469
-0.0795
0.2905
-0.9057
-0.9781
-1.1143
-0.1674
0.5049
0.2764
-0.7933
-1.1111
-1.1666
-0.1833
-1.7009
-0.537
-0.5824
-1.1332
0.6269
-0.7415
-0.5916
-0.299
2.7664
-0.7149
0.3153
-1.2114
2.5406
0.526
-0.3067
0.0272
-0.5308
-0.7579
-0.8603
0.6386
-0.8198
-0.4067
0.0563
11.3981
-0.5294
-0.4843
-0.6125
0.1886
-0.5968
-0.1359
-1.2848
0.1167
-1.8565
0.8564
-0.5695
-0.4462
-0.268
0.958
-0.6391
-0.0071
-0.9548
-0.7848
0.4775
-0.2867
-2.5448
-0.988
-0.3974
0.6268
-0.1897
-0.0193
-2.608
0.2641
-0.0903
-0.9172
0.6662
-0.8037
-1.5695
0.512
-0.1065
0.5528
-1.0253
1.0402
-0.1148
-0.1429
-0.1627
-0.1813
-0.3797
-1.6013
0.8841
0.2401
-1.2328
0.1099
0.2682
-0.584
-0.6586
0.0868
-0.5795
-0.3344
-0.3768
-0.3361
-0.2675
-0.1509
3.1012
-0.5005
0.6024
-0.7561
-0.0912
1.3426
-0.7445
0.6585
-0.0784
0.621
-0.5713
-0.6808
-0.0286
-0.0587
2.6149
-0.1401
-1.1262
1.2664
1.1137
0.0991
0.2388
-0.9798
-0.4957
1.0556
-0.9671
2.2482
-0.059
0.2796
0.0493
-0.7074
0.0696
-0.4491
-0.5634
-0.7627
-0.7051
0.6065
-0.0141
0.704
-2.0938
-0.126
-0.6658
0.6451
0.5497
4.1999
0.2832
0.4018
0.1308
-0.5351
1.293
1.2971
-0.8885
-0.5545
0.0266
0.5328
0.1858
-0.3201
-0.5845
-0.3544
-1.015
2.2961
0.1817
-0.1572
0.0427
5.0048
3.8476
1.3223
41.366667
1
10
78.77
MASTECTOMY
Breast Cancer
Breast Invasive Ductal Carcinoma
Moderate
0
LumB
1
Positve
Positive
3
NEUTRAL
Negative
Ductal/NST
1
Post
7
Left
0
4.062
IDC
Positive
1
ER+/HER2- High Prolif
31
4
Died of Disease
-0.4341
0.6931
0.6909
1.084
-1.9371
0.9252
1.152
0.7951
-0.9677
-0.775
-0.3532
1.0599
-0.2754
0.5496
1.1321
-0.4786
0.322
0.2841
-0.3295
-0.0611
0.8727
0.8561
0.5396
-0.0412
1.5735
1.5887
-0.4022
0.9184
0.4784
-0.8358
1.1628
-0.2269
-0.7485
-0.4693
-0.1114
-0.832
-0.8937
0.376
1.4738
1.0299
0.2396
-1.0892
-0.6725
0.1387
0.5118
0.1876
-0.5544
0.7215
0.0223
-0.7983
-0.0821
-1.2582
-0.3493
-1.4171
-0.3743
-1.0313
1.4207
-0.6227
1.0733
-0.3213
0.3046
-0.4826
-2.2878
0.3841
-1.1976
-0.8885
-0.7506
1.2604
-1.2258
-0.235
-1.2827
0.7424
-0.723
0.2296
0.9504
0.6525
-0.3005
0.0483
0.4208
1.4359
-0.2027
-1.331
-0.0372
1.0007
-0.1913
0.6408
0.2829
-1.0606
-0.7447
-0.3868
1.7182
-0.206
-0.1295
1.2164
-0.8778
1.9355
-0.7217
0.564
0.2732
-0.2292
-0.1417
0.6209
-1.1095
-0.3023
-1.0802
-0.0626
-0.0632
-0.7204
0.653
2.0786
0.0892
0.5916
-0.3711
-0.2839
0.8486
0.294
-1.0773
-0.804
-1.8359
-0.0956
0.9681
0.6301
-1.0655
-0.3556
-0.7085
-0.9338
0.1218
0.0182
0.9278
-0.3303
-0.2204
-0.4885
-0.0481
-0.3995
0.7021
1.3157
-0.3328
0.7524
0.4298
0.6657
0.1365
0.7313
0.5122
1.454
-0.0239
1.3514
0.1979
-1.5995
0.7715
-0.6152
-0.836
2.036
-0.382
1.0809
-0.8255
0.1909
-0.7556
1.8514
-0.2987
0.5731
1.1448
-0.3321
-0.714
0.5147
0.5408
-1.189
0.5518
-0.1169
-1.5779
0.6956
0.3223
-0.4904
-0.2939
0.3345
0.1098
-0.298
-0.7263
0.0017
1.0856
-0.0188
0.7347
0.8371
0.0673
0.2856
-0.2006
-1.3852
-0.5597
0.6858
-1.91
0.5212
-0.548
-0.4851
1.2085
0.0673
-1.3031
1.1976
-0.7768
-0.0952
0.4993
-0.871
0.9069
0.7342
-0.2527
2.6402
0.4307
-0.7828
0.6495
-0.4895
4.5023
0.354
0.5598
-0.4017
-0.1714
0.0062
0.5728
0.7628
0.9354
-0.1423
-1.1207
0.2957
0.2306
0.2345
2.1229
-1.3101
0.859
-1.8715
0.4924
-0.5438
0.06
-1.442
0.0464
1.1543
0.4245
1.4094
-0.3538
0.434
1.4169
0.6127
-0.4005
0.5229
0.3893
0.8858
-0.3513
0.8479
-0.2092
0.2306
0.4615
-0.1899
-0.9189
0.0843
0.796
-0.3891
-0.5554
-0.8846
0.5649
-0.2695
-0.1633
0.6546
1.5221
0.1917
-1.9749
-1.102
-0.6549
-0.285
1.3148
0.7296
-0.0217
0.935
0.6334
-0.2339
-1.045
1.7267
0.1574
0.7314
0.4464
1.6318
-1.0152
-0.5369
0.107
0.3577
0.1892
0.3166
-1.674
-0.4642
-0.0344
-1.0594
1.6772
0.0028
-0.1756
-0.6413
-1.1718
-0.2498
-0.8899
-1.0814
-0.416
-0.8803
0.1493
-0.3404
-0.5561
0.6853
-0.8649
0.5824
0.3931
0.1498
-0.7615
1.146
-0.2737
0.3531
0.2687
-0.1279
-0.1615
0.4695
-1.5671
-1.1999
0.316
0.6014
-0.1376
-0.388
1.9626
2.2988
-0.0683
-0.398
-0.2695
-1.137
-1.4179
0.1823
-0.24
0.4169
0.6997
1.3162
0.6249
1.0053
-0.4554
0.9192
-0.8262
0.2651
-0.8396
-1.2011
0.2288
-0.1805
1.0086
-0.936
-1.1738
-0.2206
-0.8089
1.6298
-0.7298
0.3492
-0.7283
-0.7031
-1.6201
0.2974
-1.4627
0.9576
-0.2366
0.7672
-0.9405
0.009
0.0893
-0.623
0.5194
0.2304
-0.0888
-0.6343
-0.5654
0.3499
0.973
0.1819
0.4657
0.2256
-1.3054
-1.2631
0.5862
1.4648
0.5299
1.0635
-0.8682
-0.2192
1.3277
0.007
2.1647
0.8452
0.925
-0.6904
0.2598
-0.4024
0.7375
-0.9735
0.8967
-0.8874
0.1783
1.337
0.0451
0.0035
-0.0864
-0.7041
-0.062
0.3629
0.4572
-1.1197
-0.474
-0.8448
0.6623
1.8478
0.5896
1.6416
-0.9837
-0.0076
-0.799
0.0162
-0.2341
-0.4519
-1.1549
-0.8653
-0.0367
0.4099
0.0511
-0.3753
0.3371
0.7847
0.7389
-0.528
-0.4994
0.3742
-0.4287
-0.1533
0.046
0.3209
1.0843
0.1077
-0.5853
0.0042
-0.3056
-0.6313
0.3439
0.6035
-0.6751
-0.1684
0.3139
-0.3901
0.976
-0.1454
-0.45
0.5214
-2.1118
-0.543
-0.2316
-0.1529
0.62
-0.4705
0.0219
0.8457
0.2548
-0.4682
-0.7314
-0.324
-0.3282
1.136
1.5011
-0.4428
0.6873
0.1311
-0.4149
-0.9105
-0.8526
-0.7718
0.0466
-0.1657
1.0143
1.3033
1.3506
0.2875
-1.0378
1.1967
-0.3843
0.4306
0.0314
0.6884
-0.4448
-0.391
0.0395
0.8191
0.1977
-0.2302
-0.5092
-0.3021
0.9357
-0.4217
0.534
7.8
1
14
56.45
BREAST CONSERVING
Breast Cancer
Breast Invasive Ductal Carcinoma
Moderate
1
LumB
1
Positve
Positive
2
LOSS
Negative
Ductal/NST
1
Post
3
Right
1
4.02
IDC
Positive
1
null
10
2
Living
0.2671
0.4129
-1.3333
0.7834
-0.5109
0.8859
-0.2009
1.0128
-0.0697
-0.63
-0.3787
-0.422
-1.1123
5.3881
1.2435
3.1943
3.8026
0.7204
-1.1349
0.7352
2.3714
-0.4342
0.1484
-0.5426
0.5741
0.2814
-0.899
-1.8162
-0.4865
-1.1509
-2.4795
-0.7581
0.4879
-0.319
1.0543
-1.3181
-0.5244
3.1545
1.9388
-1.7802
-0.5004
-2.3659
-0.3645
0.4111
-1.2494
0.5148
-1.9559
0.4944
0.845
-1.1931
-1.9183
-2.5688
-0.262
-0.2853
-0.1902
-0.5152
2.0754
-1.52
3.268
0.3924
-1.0832
4.1414
-3.2012
-1.8972
0.1049
-0.9883
-0.5094
0.2758
-0.6235
-1.1415
-1.1384
0.3604
-2.8996
-1.4245
-1.5579
1.5616
-0.3007
-0.5442
-0.3252
2.0465
-0.085
-2.3133
-1.4461
-0.87
-2.558
-0.0758
-1.2134
-2.3837
-2.6681
-1.7608
0.5117
-0.2599
0.0612
0.8951
0.5437
0.3232
-1.0696
2.1961
1.0766
-0.2943
-1.3932
4.3532
-2.6527
-0.3677
-1.8843
-1.7097
0.0341
-1.1879
1.6312
-3.5478
6.8861
1.8394
-0.2601
-0.4848
-1.5694
-0.2636
-0.4666
-0.0852
-0.4666
-0.4603
-1.0166
0.9486
0.5134
-1.7906
-0.4707
0.4531
-0.1662
-0.3105
-0.0779
0.1723
0.0148
-0.3358
2.028
1.8901
2.0382
0.1471
0.2014
0.6148
2.2965
0.4288
0.5096
-0.1483
-0.6861
-0.8211
-0.9979
0.1342
0.6015
1.1302
0.0747
-0.2135
-1.2955
0.3025
-0.5418
4.1265
-0.7655
1.431
-1.0972
-1.1208
-0.1821
1.3999
0.8732
-0.7873
-0.549
0.7695
-0.0455
-0.3147
-0.9412
-1.0193
0.2599
-2.1175
2.8703
0.8904
-1.7386
5.4362
-0.1609
-0.3961
0.2473
-0.654
1.7202
0.6742
0.0877
0.188
0.3179
0.1157
-0.8279
-2.9408
-1.3735
2.061
-1.28
2.0611
-1.9253
-1.3239
-0.7637
0.4649
-0.0572
0.0397
-2.1583
-0.5042
1.7726
-2.4225
-0.6663
-0.0072
-1.1256
-1.7614
1.7116
-0.1986
-0.4334
-0.4563
1.0291
0.0968
-1.0095
1.0269
2.0615
0.6281
-0.837
-0.404
0.4947
-0.4847
-0.9884
-0.0217
1.3782
1.1423
0.3902
-0.2363
-1.6625
-1.7168
-1.1776
-1.4902
0.6741
-1.0197
-1.3118
1.4576
-1.0963
-2.0228
-0.0777
4.2891
1.4926
-3.1033
-0.9282
-0.5847
0.2387
-0.3111
-1.1517
0.0672
0.1545
0.3899
1.9922
-1.8206
-1.2355
0.9133
-2.2911
-0.6588
-0.9285
-0.8834
0.7202
-0.4408
1.1945
8.4929
-1.2606
-1.3525
-0.5135
-0.1288
0.5649
2.0279
0.4013
-0.4784
0.3045
0.637
0.8066
1.7005
0.5998
-2.2145
-1.3795
-1.5543
-0.3805
2.3286
1.092
-2.8422
-1.8093
0.3684
-0.7571
-1.0401
0.5689
-1.3463
-0.6387
-1.8579
0.631
-0.2214
-1.405
-0.6129
0.2244
0.5909
-1.7374
-1.5677
0.566
-0.6061
0.024
0.3972
0.8119
-0.4842
-0.2059
-0.9944
-0.2397
-0.1648
-0.7659
-0.9239
0.3498
-2.7082
-0.3951
-0.586
0.6995
0.8342
0.1217
0.3233
0.2843
-0.7059
1.1071
-0.0708
1.2792
3.2546
0.3943
-2.3301
-1.1483
-3.0793
-0.5648
2.9559
1.6792
-3.0368
2.811
-0.8384
-0.5876
-1.0177
-1.0178
0.1887
-3.2129
-1.0186
-2.273
-0.535
-0.6873
-0.598
0.3863
-0.6714
0.2151
-0.8071
0.4008
2.3358
0.1774
1.1039
-0.502
-0.0666
-2.6189
0.1496
-2.3606
2.3613
3.1053
-0.061
-0.0438
-0.3809
0.776
-0.9297
-1.043
-1.0796
4.9078
0.1525
-0.1942
2.0331
-0.9942
-3.0685
-0.6973
-0.4259
-0.8936
-0.1576
-0.4001
3.7339
0.1941
0.4373
-1.096
2.7287
0.9004
0.2297
1.3877
0.0625
0.7184
3.8127
4.9448
-1.4263
-0.6386
-0.0402
0.4931
-1.6747
-0.1156
1.2606
-0.6115
4.5308
-0.9806
1.4911
3.2519
-0.9421
1.8172
-2.4833
-3.1864
-2.1348
-0.492
2.2023
0.6892
0.0129
-0.8171
0.4322
-0.769
0.0379
-3.2105
-3.9539
-0.6155
-0.2691
1.3084
2.0707
-1.1976
2.4248
0.996
-0.4621
-2.9325
0.4129
-0.362
1.1862
-0.0087
-0.8546
-0.2753
2.0513
1.7788
-0.1148
1.1923
1.0749
1.501
1.5687
-0.715
1.0506
0.2888
2.1483
1.1197
-0.219
0.4289
0.382
0.0252
-1.2469
0.3073
0.2887
1.301
-0.637
-1.1038
-0.2837
-1.7838
1.8926
-0.128
0.2384
-0.8888
-0.2805
0.0565
0.2546
0.265
2.6975
0.5693
0.1504
0.2226
-1.1911
-0.122
0.8415
-0.8046
0.9051
1.4406
3.0858
0.752
1.1824
1.9068
-0.4906
3.8631
-0.9757
-0.743
-0.6432
2.2148
-1.3151
0.0917
1.6814
2.2495
-1.6522
-3.4775
-0.4892
1.1938
-0.1027
0.4331
164.333333
0
22
89.08
BREAST CONSERVING
Breast Cancer
Breast Mixed Ductal and Lobular Carcinoma
Moderate
0
claudin-low
1
Positve
Positive
2
NEUTRAL
Negative
Mixed
1
Post
3
Left
1
4.058
MDLC
Negative
1
null
29
2
Died of Other Causes
0.3985
1.271
-1.5306
1.6104
-0.081
1.3899
-1.1327
0.0384
-0.7457
-2.1944
0.111
0.0464
-1.6484
4.9095
1.3845
2.0068
2.6033
0.1757
-1.7661
0.7613
2.2918
-0.7652
-0.0977
-0.9164
1.7403
1.0492
-0.7242
-1.2871
-0.2621
-0.4661
-1.0471
-0.2126
1.475
0.7799
2.0314
-1.3448
-0.4546
3.7777
-0.1638
-1.3456
0.3262
-0.7264
0.6436
-1.8493
-0.7752
1.3745
-1.1266
0.7319
2.3607
0.9293
-0.6708
-2.511
0.633
-0.0243
-0.6502
-1.3277
0.6248
-1.7408
3.4716
-0.4894
-1.1077
4.3261
-1.9203
-1.7044
-0.294
-0.4633
-0.4615
-0.8628
-0.2972
-1.2927
-1.2923
0.1928
-1.6124
0.0821
-1.027
1.1871
-1.8427
-0.4544
-0.2062
1.7549
0.4029
-2.4523
-1.2824
-0.5428
-3.1525
-0.3131
-0.0656
-2.2602
-3.3692
-1.5789
0.0249
-1.6872
0.1682
1.28
0.3822
-0.0735
-1.2204
1.6037
2.6217
-0.1883
-0.7143
4.1855
-3.0064
-0.0715
-1.9042
-1.0785
-0.4131
-0.8508
1.3407
-2.5192
8.4749
2.2941
-0.557
0.1826
-1.8109
-0.3159
-1.2012
0.5363
-0.792
-0.7116
-0.3788
-0.7129
-0.0291
-0.8383
0.7228
-0.121
-0.5563
-0.2415
0.0725
-0.1067
0.9518
-0.311
0.8239
-0.491
2.0448
-0.618
-0.3395
0.1888
1.7593
-0.6019
0.3742
-0.7053
-0.4924
-0.869
0.5205
0.2401
0.4941
0.976
1.0348
-0.0243
-0.9687
-0.2969
-0.4159
3.154
-0.9707
1.6186
-1.586
-1.3489
-0.1201
4.871
0.0005
-0.7977
-0.0767
2.1692
-1.0744
0.5555
-0.5131
-0.2383
-1.5749
-2.0085
0.801
3.6812
-1.5262
6.5368
-0.5671
-0.8929
0.9619
0.9034
1.61
0.8374
1.3083
-0.6484
0.2421
0.4045
-0.2722
-3.0024
-1.3193
0.8195
-2.4431
2.9756
-1.6575
-1.0372
1.0005
1.1534
-0.7712
-0.2367
-1.9122
-0.6712
0.6659
-1.8509
0.7554
-0.6365
-0.7257
-0.5698
-0.1368
-0.266
-1.8666
0.176
-0.1162
-0.7013
-1.236
-0.6002
-0.4432
0.1459
-0.525
-0.6479
0.7764
-0.7125
-0.3674
-0.4009
-0.2456
1.3297
1.6736
0.4542
-0.8483
-2.7811
-0.5049
-1.4002
-0.7133
-0.7929
-1.3426
1.7912
-0.8997
-1.4653
-0.4775
4.6055
1.2078
-3.3522
-0.103
-0.1045
-0.2882
0.8775
-1.9274
-0.6373
0.392
1.5863
2.0564
-1.4801
-1.5469
1.0092
-2.2664
-1.3492
-1.7458
0.1115
0.3524
-0.5878
0.6818
8.9776
-1.0748
-1.5666
-0.1358
0.6347
1.1034
-0.8181
0.246
-0.5938
0.9467
0.5767
1.4881
0.4761
0.8598
-2.4127
-1.8113
-0.9385
0.06
1.4952
-0.3567
-2.6729
0.1829
1.2705
-1.085
-1.0898
0.7181
-1.0343
-1.9931
-1.4945
0.061
1.343
-0.9944
-1.0035
1.6405
-0.6986
-2.0121
-2.228
0.1032
-0.3455
-0.1857
-1.3615
1.2236
-0.7267
-0.4323
-0.5173
-0.555
0.5689
0.2118
-0.5395
-0.2631
-2.8698
-0.1821
-0.4156
1.0559
0.3775
1.3552
0.8204
-0.4743
-0.845
0.7435
-0.7108
-0.5377
2.6988
0.3927
-1.0432
-0.9747
-2.8783
-0.9676
2.0566
1.671
-1.1278
2.8486
0.2971
1.5087
-1.3833
-0.8351
-0.0046
-3.2488
-1.3595
1.0241
-0.8234
0.814
-0.9708
-1.8211
-0.8082
0.9917
-0.4644
-0.5423
1.5224
-0.5091
0.9299
-0.4857
-0.4592
-1.4379
1.5741
-2.7329
0.0041
2.78
-0.417
2.9842
0.11
0.5025
-0.6352
-1.4962
-2.1139
4.3701
0.1846
-0.0644
1.0931
-1.0446
-3.376
-1.4028
0.3564
-0.9039
-0.8718
1.0142
2.3664
1.0188
0.2727
0.2197
1.608
1.1413
0.5044
1.5712
-0.6982
0.9117
2.461
4.6827
-1.3845
-0.3855
-1.1226
0.8837
-2.2004
0.3659
0.6594
1.5534
6.0293
-1.1715
0.5216
2.5387
0.745
0.7487
-2.8187
-3.7368
-2.3079
0.1278
0.21
0.4567
1.3412
-0.8996
1.1002
-0.5709
-0.4162
-2.103
-3.6703
0.582
-0.9063
1.2502
2.702
-0.8369
4.7607
-0.232
1.0364
-1.9911
1.1113
-0.1
2.4898
0.888
-0.8983
-1.1688
2.7378
1.5869
1.1729
1.4022
1.4714
1.6808
1.4156
-0.4184
1.5241
-0.8125
3.4664
0.3565
0.5485
-2.4332
1.0743
-0.0929
-0.5868
-1.2777
0.0343
0.4395
-0.2866
-1.006
0.1111
-2.0615
2.5529
0.9424
0.5185
-0.474
-0.4063
-0.4522
1.5336
0.2482
1.9552
0.7816
0.8357
0.5634
-1.6983
-0.0764
1.712
-0.2505
1.0148
-0.1871
2.6438
0.0689
0.8056
1.6017
-0.9003
0.3261
-0.4749
-0.6464
-0.7272
2.4064
-0.7775
-0.3588
2.4959
0.3744
-0.7101
-2.1453
-1.3027
-0.2308
-0.345
-0.2023
99.533333
1
28
86.41
BREAST CONSERVING
Breast Cancer
Breast Invasive Ductal Carcinoma
Moderate
0
LumB
1
Positve
Positive
3
GAIN
Negative
Ductal/NST
1
Post
9
Right
1
5.032
IDC
Negative
1
ER+/HER2- High Prolif
16
2
Died of Other Causes
0.8347
-1.5038
0.3436
-0.555
0.0558
-0.9155
-0.8571
-0.1267
-0.1705
0.6442
-0.9723
-0.5814
-0.0452
0.1949
-0.4626
2.1214
0.1913
1.0653
-1.7788
-1.0525
-0.5491
-0.7065
-0.8563
-0.1951
1.5901
0.9728
-0.5719
0.7517
-0.0084
0.0581
-0.1177
-1.0804
-0.5086
-0.5819
-1.144
1.9134
1.0864
0.9473
1.7131
0.1973
1.0549
-2.0876
2.529
-1.0495
-0.5882
-1.3748
0.9949
-0.0414
-1.9081
-1.347
-1.4581
0.1985
-0.8418
0.156
0.4318
1.1283
0.8941
-0.2809
0.1787
0.0961
-1.4249
0.0407
0.1371
0.3941
-1.2112
1.7035
0.9264
1.3714
0.4099
-1.6265
1.5007
1.6318
-0.1227
0.4491
0.9719
1.0233
0.2682
-0.7722
-0.9897
0.8008
-1.3528
0.0167
0.8161
-2.0141
-1.5877
-0.083
-0.1862
-0.7994
-0.9444
-1.6149
-0.6184
-1.1581
-0.8244
-3.1788
2.0938
0.4784
1.4595
1.0878
1.6595
-0.3699
-0.5063
-0.4332
0.4595
-0.2083
-3.4575
1.6774
-1.5792
-1.1081
-1.9478
1.0775
-0.7671
-1.3126
1.0144
-1.4781
-0.4498
-0.4173
-0.9041
0.046
-0.3191
-0.5221
0.4572
0.436
1.4463
1.2559
0.106
1.039
-0.6561
-1.6672
-1.2174
-1.2453
-0.4699
-0.652
0.9872
1.5724
-0.0969
-0.3412
-0.4733
1.2353
0.6531
-0.1808
-1.311
0.1107
0.3442
0.5363
-0.9628
-0.6273
1.3396
-0.2168
-1.0124
-1.0568
0.4299
-0.8202
-0.8213
1.4088
-0.3281
-0.8705
-0.0642
1.1066
-1.2347
-0.0921
-0.8229
-0.1715
-0.8732
-0.9416
-0.4475
-0.9594
-0.9584
2.9454
0.4477
0.6338
-0.3079
-1.1131
-0.7243
-1.0546
1.2033
-0.4514
-0.7542
-0.8254
-1.0691
-0.7438
2.0744
-0.8739
0.6027
-0.2104
-0.0629
-0.4786
-1.6188
0.3954
0.8778
-0.6603
0.2421
-0.7135
-1.0992
-0.9528
-0.3213
-0.27
0.7957
-0.3899
-0.5967
-1.5791
-0.1588
0.3986
-0.1301
1.9154
-0.7643
-0.4564
0.222
-0.53
-0.5482
-1.3481
-0.3825
0.3245
0.2357
0.6139
-0.9464
-0.983
0.0931
-0.0915
-0.8024
1.2188
-0.0372
-0.8715
-1.6809
-0.1029
-1.034
0.9718
-1.9631
-0.8305
-0.2096
-0.3511
-1.2419
-1.6899
-1.0214
1.0843
0.8444
0.7961
-0.8911
-1.1941
-1.611
1.889
0.5093
0.1196
2.9605
-0.3226
0.2734
0.4271
-0.161
-1.3006
-1.4215
1.5947
-0.4494
-0.3703
3.1749
1.8631
0.3639
1.4475
0.2522
-1.1572
-0.4742
-0.0059
0.8915
-0.707
0.4519
-0.9614
-0.3325
-0.7475
-1.5947
-0.6954
-1.2731
1.5883
-0.6114
-0.233
-0.528
-0.368
1.5216
-0.8278
0.6788
0.9668
0.1099
-1.7135
0.504
-0.538
-0.1723
-0.7158
-0.3485
-1.6811
-0.7641
0.0137
-0.9911
0.8267
-1.133
-1.5042
-0.6712
0.1719
-0.5261
-1.9455
0.1455
0.0153
-0.9828
-0.5686
-1.0106
0.6138
1.3555
0.7049
0.731
-0.4244
-0.045
-0.7494
-0.7713
-1.5384
0.9056
1.561
-0.4904
1.2323
-0.4426
0.1219
-0.1066
0.1735
-2.2142
0.892
-1.5181
1.0365
-2.1959
0.4112
0.7943
-0.6152
-0.5844
-1.3486
0.2653
1.958
0.2641
-0.8958
-0.7169
-0.7361
-1.4445
0.7303
-0.0616
-0.5083
-1.0828
0.7313
-0.73
-0.3103
2.7786
0.7855
-0.8298
-0.0543
-0.8924
0.3097
-0.6179
-1.4461
-0.2748
1.8294
0.0737
-0.9914
0.2647
-0.8754
-1.3914
-0.8922
-1.2117
-1.5879
0.7876
-0.1536
0.7942
0.473
-0.1229
0.074
-1.0002
0.6743
0.5232
-0.6585
-0.0341
-0.6724
1.1911
0.2317
-0.6818
0.626
-0.5483
-0.1932
-0.7795
-0.0349
-1.1633
-1.1421
-0.5815
0.0573
0.7026
0.661
1.0059
-0.8218
2.4597
-0.671
0.2918
0.0099
-0.2455
-0.5312
-0.6786
0.3718
0.2482
0.4147
-0.9992
-0.0756
1.6585
-0.4766
0.2782
-0.8566
-0.2728
0.873
0.3618
-0.2768
-0.881
1.8896
0.5733
-0.9704
1.7516
0.4346
-0.6214
-1.4474
-0.7221
1.84
1.2838
2.9604
-0.7025
0.7741
-0.5352
2.8318
-0.5802
-0.8752
-1.3304
-0.8567
-1.545
2.559
-1.2734
-0.4135
-0.7286
0.4334
0.0036
-0.2974
-0.7771
-0.2183
0.6168
-0.8674
-0.4187
-0.4874
1.4086
0.6881
0.9394
-0.0836
-0.6472
-0.5186
0.8613
-0.1467
-0.7233
-0.9126
1.8594
0.6277
-0.9881
-0.6445
-1.0074
0.7197
0.5127
-0.2644
1.7393
-0.3979
0.7554
-0.722
-1.9087
-0.4218
2.1792
-0.0317
-1.2061
0.9175
-1.3828
0.858
-1.3679
0.5041
1.8335
0.5022
0.2749
-1.3788
-1.0034
-0.3917
-0.1405
-0.978
-0.303
-0.164
1.0783
1.8263
-0.5965
0.1502
-0.8837
36.566667
1
35
84.22
MASTECTOMY
Breast Cancer
Breast Invasive Lobular Carcinoma
High
0
Her2
1
Negative
Positive
2
LOSS
Negative
Lobular
0
Post
3
Left
0
3.056
ILC
Negative
0
ER+/HER2- High Prolif
28
2
Died of Disease
-1.0087
-0.6074
0.0313
1.0975
0.5314
0.9105
-1.5068
-0.0196
0.3726
0.4892
0.4366
0.6445
-0.081
1.5764
1.2363
1.2717
-0.7842
-1.9774
-1.4492
-0.4918
0.148
-1.0821
-1.568
-0.7037
-0.0864
-0.1751
-0.067
-1.3067
0.0119
-1.2315
-1.1391
-0.1911
-1.998
-0.981
-0.7247
-2.8359
-0.8525
0.4414
-0.3853
-0.5522
0.2028
-2.0881
-0.1506
-1.3647
-1.2745
0.2568
-2.4993
-0.7607
0.8635
-1.2622
-1.353
-1.7918
-1.0414
-1.1107
-1.375
0.1097
-1.1087
0.1035
1.1021
1.0367
2.4004
0.0701
-1.7711
0.8128
1.2275
-0.802
1.3031
0.5286
-0.1545
3.3511
0.8703
-1.0503
1.1061
-0.2942
0.7114
0.8147
3.0975
-1.3273
-1.3651
2.3633
-0.1005
0.1469
-1.0367
-0.4669
1.1658
-1.4224
0.0282
-0.1975
0.0239
0.0897
1.5057
0.1518
0.4664
1.745
0.9405
-0.9202
-1.8632
-0.6339
-2.2133
0.2214
-1.8004
0.5283
0.5973
-0.1249
-0.304
-1.057
-0.5992
-0.9112
-0.2668
2.3721
-0.0595
2.6889
-1.3057
-2.1486
2.1256
0.649
2.4032
0.4518
-1.0988
-1.2129
-0.2941
0.294
-2.213
0.0431
-0.7271
0.6433
-0.8192
-0.6705
2.7888
-0.9356
-0.1759
-0.6242
1.7995
-1.0463
1.4562
1.4996
-0.5538
0.5375
2.1428
-0.3693
1.116
2.5314
-0.6431
-0.229
-2.8987
-1.0175
0.3701
-1.7951
-1.683
-1.3053
-0.0947
1.6082
-0.8631
0.5158
-0.5388
-1.4236
0.5521
1.7559
-0.0726
-0.034
-0.4869
-0.5078
-0.538
-0.9104
-0.7962
-1.8184
-0.5289
-1.4447
-0.3305
0.3536
1.1239
-1.0231
0.3226
-1.1452
0.3965
0.0101
-1.6948
-0.547
0.1202
-0.3908
0.7046
2.1655
-1.6337
0.2553
-0.5547
-0.1605
-1.1977
-0.8809
1.9005
1.8272
-2.6272
-1.2921
1.5903
0.3043
-0.5527
-0.573
-0.5246
0.163
1.3202
-1.0663
-1.2704
0.0012
-1.6993
-0.1346
-0.7162
-0.9059
-2.6609
-0.5796
-0.9614
-1.0679
0.3346
-0.9859
-0.1854
-1.8945
-1.8166
-0.3617
-1.2872
-0.9624
-0.433
-0.2693
-1.1011
-0.4925
-1.2416
-1.8301
-2.5353
0.6065
0.4795
-0.9423
1.2219
-1.7657
0.0586
-1.5468
-1.6263
0.499
-1.0518
0.0515
-0.603
-0.2796
-0.9445
0.2594
1.572
-0.7618
0.7703
2.2252
-0.0058
1.1829
1.2
0.0518
-0.0311
-1.3942
0.0772
-1.0132
-1.2292
0.9416
0.6225
-0.9194
-1.112
-0.568
-0.6121
-1.2607
-1.3358
-0.7137
-0.4913
-0.3246
-1.6082
-1.5465
-2.4712
-0.5874
-1.2189
-1.2712
0.2851
0.4179
1.4496
-1.0581
1.9199
-0.9483
-0.8606
0.9649
0.5335
-2.1837
0.4724
1.8931
-0.1824
-0.1224
-1.8134
-2.1018
-1.2767
-0.871
1.3495
0.51
-0.2394
1.4337
-1.1958
-0.994
0.801
-1.3536
1.6273
1.523
0.0495
-1.1141
-0.0486
-0.081
-0.8602
-0.0269
1.0627
-0.8986
-0.803
-0.0882
-0.9817
-1.6599
0.7921
-1.2108
-0.5101
0.3393
0.7747
-3.0203
1.3073
1.4418
-0.7111
0.9459
-0.1172
-1.0535
0.49
0.5877
-1.2853
2.1646
-0.9103
-1.2032
-0.2874
0.9811
0.8923
-1.9773
-0.9219
-2.7528
0.533
1.1967
-1.1121
-0.3942
-0.6204
0.1198
0.0154
-2.5255
0.9471
0.6936
-0.42
0.588
0.37
-0.0349
-0.7061
-0.6963
-2.9474
2.139
0.64
0.5488
0.5344
1.9368
0.2293
-0.8247
-1.1881
-0.7911
0.1267
2.903
-0.7074
0.2372
0.0538
0.2526
2.3257
-0.1972
0.6417
-0.5825
-1.1783
-0.2692
1.5243
1.2509
-0.7334
1.7567
1.559
0.4602
-0.8993
1.2338
-0.5096
-1.8201
-1.4536
0.8588
0.5414
1.5757
0.8401
-1.6884
-0.2019
0.3607
-0.7903
0.046
-0.2043
-0.7829
-0.0668
0.2031
-0.873
3.3391
0.6028
0.3845
0.6165
0.5051
0.4383
-2.0958
1.0436
-0.5696
1.569
-0.1557
-0.9566
1.9095
0.4718
-1.5021
0.752
0.2094
-1.0787
-1.3249
0.9598
-0.4726
0.8294
-0.1215
-0.022
0.321
0.4081
0.3504
0.979
-0.0407
-0.4097
0.8817
0.1856
0.7675
-1.3045
-2.2465
-1.4156
0.8946
0.5251
-0.8024
0.1141
-1.7546
0.7571
-1.2489
0.5707
1.6344
-0.114
-0.9279
0.9871
-0.0215
-0.6694
-0.3965
-0.0394
-1.1272
0.4264
-1.0184
0.9224
-0.4649
-1.4656
1.6567
-0.6128
0.4137
-0.6572
-1.0379
0.414
0.9118
0.0784
0.2037
-0.7035
0.4096
-0.8407
0.1146
0.0852
0.8374
-1.7776
0.0057
-0.9302
2.6286
-0.773
-0.061
-0.7246
0.2232
-0.9215
-0.302
-0.4788
3.6125
1.9925
0.2253
-0.8414
1.7093
-0.6921
0.6906
-0.8006
36.266667
1
36
85.49
MASTECTOMY
Breast Cancer
Breast Invasive Ductal Carcinoma
Moderate
0
LumA
1
Positve
Positive
2
NEUTRAL
Negative
Ductal/NST
1
Post
3
Left
0
3.044
IDC
Positive
1
ER+/HER2- Low Prolif
22
4
Died of Disease
-0.4601
-0.2692
-0.7247
-0.6742
-0.6333
-0.6192
0.2709
-0.498
1.2944
0.1006
0.6121
-0.7947
1.7251
-1.096
-2.1421
-0.5069
-0.8933
1.4494
-0.3339
3.3455
-0.4391
-0.366
0.5384
-0.6174
0.1336
-1.0842
-0.7534
-2.0845
-0.4598
0.3762
-0.4375
-0.512
-0.9363
-0.8476
-0.5231
1.0534
1.3582
-0.4673
-1.9048
-0.5978
-0.6331
-0.0207
-0.3601
-0.5305
-0.4121
-0.3457
-0.5101
0.1509
-1.7771
-1.774
-1.4651
0.4651
-0.3391
0.4523
0.7218
0.8045
-0.5534
0.1369
-0.9532
2.0184
0.3534
0.5706
0.0607
-0.8769
0.7093
-1.0175
-0.4554
1.2902
1.1065
-1.1789
0.4625
0.4571
-0.3187
-0.055
-0.5318
-0.7973
0.2297
-0.4013
0.9107
0.5794
1.3113
-0.2236
0.8362
0.1249
-0.5995
-0.505
-0.642
-0.3273
1.0376
-0.4377
0.1432
-1.5158
1.665
-0.3527
-0.9207
1.4333
1.4119
-0.0322
0.0097
0.0404
-0.5513
-0.9334
0.5161
-0.2026
0.0249
0.445
0.8807
-0.3316
0.0762
-0.0214
1.1223
-0.2189
0.1309
0.4536
-1.1496
0.0144
0.6828
-0.4487
-0.5558
-0.9003
-0.486
1.7297
0.8711
-1.0814
-0.0948
0.2638
-0.9919
0.5182
0.3327
-0.0146
-1.5013
-0.2861
-0.9872
1.2578
-1.402
-0.9323
0.4788
0.0002
-0.8356
-1.0783
0.262
-0.1297
-0.9617
0.3729
0.7753
-0.7712
-0.8134
-0.7029
-0.5474
-0.2831
1.0732
1.6855
-0.5534
-1.0063
-0.2611
-0.4169
-0.5391
-0.3409
1.2105
-1.2314
-0.2897
0.8612
-0.3313
-0.0051
-0.2712
-0.3394
-0.6284
-0.0377
0.2749
-0.0545
-0.9726
0.0615
0.5612
-0.5552
1.0683
0.2037
-0.4246
0.2128
-0.9374
0.1267
-1.2135
1.642
-0.3036
-0.0513
-0.1746
-0.7118
-0.3284
1.4392
1.3995
-1.6
-1.2679
-0.3878
0.7388
-0.2123
2.0018
0.0273
-1.0453
-0.0132
-0.6186
-0.3128
-0.1977
0.8742
-0.8482
-0.9919
-0.5406
1.3388
0.4168
-0.597
-1.0174
0.0525
-0.3959
-0.4925
-0.1344
-0.0979
-0.6094
0.719
1.0947
2.0031
-0.337
1.6058
-0.7431
0.8639
-0.6424
0.3121
-1.1917
-0.1247
1.9071
-1.6851
1.708
0.5508
0.0928
-0.641
-0.285
0.1636
-0.601
-0.9071
-0.3679
-0.0457
-0.9351
-0.617
0.2022
0.1641
-0.4103
-0.0929
-0.033
-0.3085
-1.3122
1.3409
0.0769
-0.4302
-0.317
-1.3705
0.1465
-0.2615
0.5094
0.9041
-0.1825
-0.9292
0.0793
0.4496
0.1075
0.7053
0.4043
-1.3581
0.0834
-1.3842
0.0608
0.0244
-0.1835
1.0875
0.7807
-1.7381
0.1302
0.605
1.1796
1.3977
0.3771
0.3795
1.0648
-0.1885
0.8939
1.1492
-0.785
-0.6076
1.3848
-0.0918
-0.6095
-0.7804
0.5842
-0.2399
-0.1089
-0.0078
-0.0805
-1.5105
-0.7315
-0.9396
-0.3096
1.5266
3.5776
-0.6842
-0.5784
0.082
1.3602
-0.5479
0.7911
-0.1513
-0.4204
0.9419
0.0528
-0.041
0.7902
1.5006
1.2647
0.1172
0.0746
0.719
-1.3603
-1.286
1.1247
-0.5139
-1.842
-0.2399
-0.9204
0.7518
-1.175
-1.6884
-0.0716
1.0833
-1.0664
-0.6827
1.669
-0.2784
0.1453
-0.7995
0.5559
-0.7219
-0.7823
0.5962
0.1607
0.9407
-1.335
0.0479
0.4351
-0.6615
1.4958
-0.5308
0.6929
0.1442
-0.7272
-1.074
-0.3613
-1.1359
0.1349
1.2393
-1.2027
-0.8835
-1.3378
1.1301
0.2203
-0.6508
-1.5935
-1.6084
-0.4927
0.4936
-0.548
-0.5866
0.401
-0.4966
-2.8858
-0.8436
-0.5904
-0.8011
-1.7118
-0.2505
0.9168
-0.5643
-0.0163
-0.3658
-0.9642
-0.7624
-0.732
-1.1168
-0.4821
-2.5511
-1.1079
-0.0193
1.4385
0.5278
-1.2028
-0.7003
-1.1669
-0.0798
-0.3633
-0.7084
0.0934
-1.3866
0.2741
-0.0938
-0.5896
-1.2868
1.3082
-0.5342
1.6173
-0.1239
-0.4444
0.2244
0.8821
0.2395
-0.4167
-1.4755
-0.3839
-0.227
-0.5797
0.3461
0.1583
0.1963
1.6775
0.111
-0.212
-1.525
-1.1031
-0.4827
-0.4633
-1.6889
-0.9718
0.609
0.248
-0.972
0.9146
-1.5991
0.5785
0.4616
0.3368
-0.1374
-0.3444
-0.1261
-0.3879
1.1545
1.333
1.8175
-0.3492
-1.099
-0.833
-0.4608
-1.5894
0.0602
-1.6197
0.3366
-0.5411
0.0094
1.4159
-0.5237
-0.7034
-0.66
-0.0059
-0.7156
-0.3648
-0.3377
-0.3586
0.0898
0.2826
0.5798
-1.2268
-0.9429
0.0462
-0.0347
0.1309
0.1828
-0.5946
-1.5672
0.2278
1.5029
0.4668
1.3241
0.3997
0.0267
0.7641
-0.0985
0.033
-0.3674
-0.2437
-0.6415
0.3603
1.8962
0.2654
0.7365
-0.5583
-0.9771
-0.8858
132.033333
1
39
70.91
BREAST CONSERVING
Breast Cancer
Breast Invasive Ductal Carcinoma
High
0
LumB
1
Positve
Positive
1
GAIN
Negative
Ductal/NST
1
Post
4ER+
Left
0
2.042
IDC
Positive
1
null
21
1
Living
1.0828
2.9681
-1.3904
1.409
-1.973
-0.1959
0.0172
0.4615
1.0712
-1.2031
-1.168
0.7626
0.0997
6.1123
2.3953
1.2475
6.3889
4.3801
0.7881
-1.5922
0.069
-0.1
0.2636
-1.0543
0.6778
1.3954
0.2016
-1.3131
2.2853
0.6506
0.0829
-1.8089
-2.2276
0.2189
-1.104
-1.5453
-0.3239
3.9828
1.8941
-0.4857
-0.9336
-2.7194
-0.3424
0.1572
-1.1007
-1.104
-0.7471
-0.6508
0.6033
0.7866
-2.2668
-3.4859
-0.9569
0.5111
-1.1877
0.0433
0.7173
-3.3258
3.9612
0.5189
-1.2391
6.5631
-2.9151
-2.1485
-1.3624
-1.1399
1.4215
-0.8917
0.2134
-1.6332
-0.5772
-0.712
-3.3056
-0.7362
-2.4068
0.8264
-1.971
-0.6616
-2.2956
2.3165
-1.5771
-2.2151
-0.7949
0.1953
-2.3841
-0.7678
1.1956
-2.0465
-2.5379
-2.9739
-0.9544
-3.7898
0.7393
-1.5129
-0.0213
-0.3191
0.4519
3.6187
0.3537
-0.2759
-2.4179
4.1895
-3.3723
-0.7429
-0.2721
1.4208
-0.8693
-1.5808
-0.8903
-5.4165
8.7014
1.8445
-0.0868
-2.2105
-1.7798
0.077
1.4106
-2.2419
1.825
-0.5676
-1.2907
2.3779
1.9308
-1.4369
0.4956
-0.1855
-0.5373
0.6511
1.3419
-0.6707
-0.6607
-0.4396
2.3214
1.8157
0.9729
-0.8263
0.2178
0.4114
1.4806
-1.0461
-0.9993
0.4259
-0.2028
-0.1402
-2.6176
-0.5944
0.9719
1.704
-0.0325
-0.7094
-0.814
0.0582
-1.1451
3.5074
-0.8096
4.2742
-0.9644
-1.3397
3.341
0.5532
-0.9482
-0.9986
-0.7849
-0.5722
-0.4933
0.1651
-1.9022
-0.5425
0.2646
-0.8189
0.9892
4.636
1.1234
0.0897
0.7896
-0.0331
0.0356
0.9182
1.0812
-0.4569
-0.0015
0.1815
-1.8781
-0.675
0.1876
-3.1647
-1.1035
4.8046
0.2272
-0.5944
-2.2496
-3.1596
-1.7788
-0.8888
1.6713
-0.7366
-1.9248
5.0817
1.4874
-1.986
-0.4673
-0.141
-0.9205
-1.8599
-0.2584
-0.7148
-2.7811
-0.4542
-1.0097
-0.8452
-1.1291
0.4505
0.5263
-1.1883
-1.8168
-1.1306
-0.1174
-0.8882
0.034
0.3057
-1.2077
0.0193
-1.3332
-0.9545
-1.9376
-1.9118
-0.5814
-2.1447
1.0301
0.9684
-1.0086
-1.7967
-4.354
-1.8569
-1.3405
5.1681
-0.3939
-3.6796
-1.4742
-1.1527
-0.6732
-0.3889
-0.2557
0.9044
-1.3763
4.3215
1.511
-0.7447
-1.7899
0.8712
-1.4401
-0.6651
-1.8942
-1.7145
-1.6435
-0.3047
1.2286
10.3549
-3.327
-2.0094
1.9458
-0.2602
6.7
0.949
-1.1918
0.8006
2.1236
0.2631
-1.2039
-1.4044
0.3944
-3.9939
-0.9555
-4.8328
-0.0209
0.6576
-0.7643
-2.6763
0.7698
-0.0286
0.012
-0.1223
1.7332
-2.7172
-0.5691
-0.7433
-1.5397
-0.5665
-1.8438
0.9433
-1.2992
-0.7538
-2.401
-2.2314
0.8251
-2.4542
0.8617
-1.4516
2.1928
-0.7314
-0.7943
-0.265
-0.8211
0.199
1.0277
-0.8554
-0.0793
-2.4514
-1.1626
-1.4958
0.9439
-0.2112
1.1835
0.2078
-2.8089
-2.8272
2.4187
-1.2074
4.3343
2.6504
-4.5584
-2.6117
0.0482
-1.2499
-1.3838
1.9226
-0.5519
-1.5666
1.5475
-0.4894
-0.1463
-2.2923
0.2595
-3.7826
-2
-3.0704
0.515
0.6809
-0.9909
-0.3364
0.4424
-1.0728
0.4368
-0.9236
1.6202
3.2523
3.598
2.059
-0.258
-0.6282
-4.5543
0.4706
-1.243
3.9666
2.4769
1.3449
-1.8101
-0.6788
-1.1953
-1.6904
0.086
0.8509
6.6004
0.5494
-0.5341
2.6535
-0.8294
-4.3792
-0.9441
-0.58
-0.4412
1.7075
-0.7887
2.8632
-0.7051
2.0111
-1.7819
1.5882
0.1903
0.0641
-1.2558
-0.1674
-1.4266
2.1611
6.056
-1.219
2.3416
0.9712
0.3406
-2.1313
-1.2141
2.0454
-1.2013
-0.1415
0.3322
0.6206
5.153
-0.425
2.3427
-2.2599
-2.8053
-2.932
-0.5298
-1.251
1.7261
1.0031
-0.3858
0.8472
-1.8195
0.4077
-4.8449
-7.2432
-0.4598
-1.697
0.9699
-0.0284
-0.3353
4.442
-0.0711
-1.8377
-3.1557
-0.5031
-0.5709
0.2708
0.6521
0.0586
-1.3611
-0.3392
-0.4588
0.0817
-1.0836
1.5266
0.7945
1.7082
-0.5041
-0.3128
-0.2944
2.5421
-0.1882
0.2386
1.1562
-0.3416
-1.0621
-1.207
-1.0814
0.3046
-0.622
-0.6088
0.0746
2.0729
-1.1057
-0.253
0.4368
-0.8889
2.0956
-0.7714
0.2785
-1.0099
0.6195
0.9693
-0.1955
-0.5472
0.2469
-0.6522
-1.2476
-0.8648
-0.2121
0.377
-0.002
2.2267
-1.7466
2.7008
-0.9652
0.1702
3.1582
-0.4005
-1.1577
-0.8555
0.7353
-1.6839
1.7474
2.2973
1.3225
-1.0065
-3.7085
0.8851
6.4704
12.6439
1.0881
163.533333
0
45
45.27
MASTECTOMY
Breast Cancer
Breast Invasive Ductal Carcinoma
High
1
claudin-low
1
Negative
Negative
3
NEUTRAL
Negative
Ductal/NST
0
Pre
4ER-
Right
3
5.038
IDC
Positive
1
null
19
2
Living
0.8389
-1.1229
-0.1852
0.6282
0.3239
-0.923
0.0519
0.0948
0.2499
-0.2065
-0.2764
-0.2831
0.447
-0.6097
-0.959
-0.3002
0.2669
-0.1889
-0.0105
0.7067
0.0384
-0.5427
1.3085
0.5328
-0.5067
-0.061
0.1919
-0.4479
-0.8761
-1.1716
0.1059
2.1499
1.8086
-0.945
-1.961
1.7352
0.9484
0.1535
-0.5829
-0.3018
0.4559
0.9525
0.1951
0.1145
0.3679
-0.699
-0.2725
1.146
2.6271
0.7911
0.1225
0.5072
1.33
1.3583
0.139
-1.0676
0.5024
0.3498
-0.6449
-0.1889
-1.7227
-0.2264
-0.6021
-0.4252
1.2349
1.0648
0.04
0.069
1.3838
0.3503
-0.2484
0.4122
0.8786
0.9176
0.0109
0.7534
0.6234
-0.5634
-1.2092
-0.5861
-1.0418
0.2473
1.1574
-0.7109
-1.5345
1.5808
-0.6749
-0.1141
-0.8268
-0.2551
-0.0627
-0.6491
0.7859
-0.2066
-0.1776
0.7696
-0.8504
-1.4951
2.0748
-0.8841
0.0541
0.5999
-0.7003
-0.7661
-0.8343
-0.8559
0.165
-0.7555
0.0656
-1.037
0.4879
0.4503
-0.7721
1.1508
-0.8269
-0.9439
0.0879
0.8134
-0.369
1.4766
0.0823
-0.7631
0.2368
-0.1313
-2.1962
0.5355
-0.2316
0.1232
-0.6712
0.6109
-0.218
-0.3943
-0.2721
-0.8799
0.048
-0.4014
1.0988
-0.1992
-0.5384
0.7014
2.2703
-0.8645
0.7599
-0.4776
1.4974
2.7628
-0.301
-0.6644
1.2094
-0.3294
-0.4334
0.7948
0.5038
0.319
-0.8441
-0.3067
-0.8452
-0.8873
-0.6063
2.3168
1.3563
0.4122
0.3151
1.5881
-0.9394
1.3321
-0.8623
0.4036
-1.3325
-0.1935
0.7763
0.1031
-0.9528
1.1632
-1.074
-0.4241
-1.2088
1.3628
0.2045
0.2139
-0.2627
1.1426
1.0075
-0.3994
1.2951
-0.2007
0.6834
0.1957
0.0446
-0.0803
0.7048
-0.1913
2.2178
1.6929
0.1842
0.8452
-0.2209
-0.0986
-0.4795
0.3972
1.6813
-0.0666
0.0666
-1.2531
-0.5142
-0.9723
-1.9095
-0.7701
-1.0342
-0.025
-1.2059
1.2746
0.4219
0.6475
-0.3055
0.5377
-0.7903
-0.2421
0.7396
-0.5022
1.0618
-0.9909
-0.1685
2.4882
0.3934
-1.1006
1.2742
1.2065
-0.7085
1.279
-0.5278
2.6374
0.0182
0.1157
-0.2484
0.1005
0.7668
-1.7169
0.4005
-2.0668
0.6426
-0.3633
0.3918
-1.1835
0.7871
-0.8053
0.4172
1.0366
-0.4985
0.2718
-0.968
0.2549
-0.9342
0.182
0.5474
1.5531
-0.1354
-0.7758
-0.7707
0.32
0.6214
-0.1628
1.6294
-0.3723
-0.2076
-0.9369
-0.6522
0.4315
1.7788
0.3477
-0.8002
-1.6942
-1.6734
-1.2731
-0.0535
-0.5321
-1.7439
0.6226
0.4492
1.1333
-1.4261
-0.0676
0.3498
0.405
0.2101
0.1217
-0.1886
0.9634
-0.7144
-0.8193
2.4305
0.1321
0.3037
0.2072
1.5594
-0.1368
-0.286
1.0378
0.7723
-0.4362
0.0462
-0.6979
-0.9702
0.5316
0.6044
0.5378
-0.1918
-1.7203
1.074
0.8733
-1.191
-0.0767
-0.6877
0.1037
-0.1252
1.1531
0.1683
0.0384
0.1929
-0.2318
1.3445
-0.5313
0.5379
-1.4606
0.4137
-1.1339
1.9064
1.8307
0.3508
-1.6043
0.0451
-1.2022
0.2925
0.7065
0.0407
0.1944
-0.4525
-0.0401
-0.8887
-1.6654
-0.5439
0.5651
-0.8249
-0.2317
1.6789
0.152
0.1679
0.3061
-0.5312
1.1702
-0.282
0.9867
0.2668
-0.4509
-0.9325
0.568
2.3192
0.7914
0.8882
-0.1489
-0.5923
0.2016
1.5872
0.5068
-0.2281
0.5968
-1.683
-1.5235
-0.1523
1.1227
-0.1169
-0.0363
1.0818
-0.7395
0.3873
-1.4788
2.4793
0.8437
0.2719
0.15
1.0932
-0.1201
-0.7776
-0.5043
-0.2684
0.5858
-1.0867
0.6424
0.8486
-1.3707
0.4475
-0.3063
-0.1623
1.2199
-0.7918
-0.0129
-0.1262
0.6495
0.6509
0.0182
0.1589
0.213
1.4004
-0.9789
-0.6017
0.2532
0.8166
0.0145
0.8517
-0.1324
-0.2033
-0.3171
1.4546
0.0511
-0.6844
0.4072
0.7801
0.1266
-0.0063
0.1407
0.4668
0.484
1.2485
-1.2609
0.425
0.1908
0.145
0.332
-1.546
-0.3362
-0.6992
0.3389
-0.223
-0.3399
-1.434
-0.4546
-0.3677
0.3456
-1.1754
0.6407
1.3432
-0.7293
0.5325
-1.1995
0.778
-0.1194
-0.5846
-0.3193
-1.5295
-0.2453
-0.8172
1.4143
-0.1135
-0.2696
-1.1612
0.2298
-0.9064
0.1118
-1.2027
-1.5952
-0.4307
0.4516
-0.912
-1.4458
0.0189
7.1068
-0.7056
1.2343
-0.0517
1.0255
0.9363
0.4471
-0.7444
0.3135
-0.6007
0.5109
-1.3448
0.4896
1.2225
-0.3191
1.2856
-0.4137
-0.3778
0.2377
-0.7388
-1.1513
0.0563
0.4853
-0.8685
164.9
0
46
83.02
MASTECTOMY
Breast Cancer
Breast Invasive Ductal Carcinoma
High
0
LumA
1
Positve
Positive
3
GAIN
Positive
Ductal/NST
1
Post
5
Left
24
6.072
IDC
Positive
1
null
36
2
Died of Other Causes
0.5076
-0.2461
0.5441
0.8156
-0.025
0.4019
1.2208
0.8715
1.2463
-0.4414
1.9672
0.0437
0.9613
0.3929
0.1063
-0.1668
1.5682
0.4902
-0.3742
0.6008
-0.097
0.1405
-0.8795
-0.0673
0.8092
1.6373
0.0462
0.012
0.0227
0.0319
0.8147
-0.9899
-1.3747
-0.7605
-0.7762
-0.023
0.5573
-0.4728
-0.1136
0.4579
0.1221
-0.7788
-0.0496
-0.0548
0.3142
1.4327
-0.4771
0.1308
-1.5793
-0.89
-1.0959
-0.0388
-0.4031
-1.6611
-0.0394
1.3309
1.2221
0.7937
0.4735
0.0716
-0.132
-0.8281
0.2088
2.2201
-0.7935
-0.7508
0.4536
0.2997
0.7448
-0.2076
-0.0344
-0.1115
-0.0469
-0.5386
0.7043
1.2773
0.4224
-0.4095
-0.6442
-0.8009
-1.6393
0.4981
-1.3642
-1.7562
0.3389
-0.6104
-0.3629
-0.1844
0.1446
-0.9406
-0.6555
-0.5109
-0.641
0.1282
1.5714
2.1341
0.3474
-0.4922
0.3494
-0.6883
-0.3281
0.8217
0.057
0.958
0.8655
-0.1394
-0.1587
-0.1309
-0.3887
1.0229
-0.1142
-1.4072
0.3515
-1.8693
0.1751
0.9243
0.0562
-0.0086
0.7844
-0.2938
-0.0015
0.8569
-0.7544
-0.8017
-0.4606
-0.2961
-0.8981
1.3936
0.3852
0.0376
0.4358
-0.0492
0.0705
1.3874
-0.1587
0.8421
-0.8557
0.9306
1.6706
-0.1833
0.7233
0.3105
1.114
-0.5857
-0.7968
-0.4829
2.5582
0.4493
-1.624
0.0417
-0.72
1.121
-0.447
0.501
-1.0223
-1.56
2.6991
0.3446
-0.8288
-0.4308
-0.5665
-0.2691
0.2952
-0.4785
0.8013
-0.9933
0.137
0.3036
-0.8529
0.4697
0.3505
-0.6081
1.0663
-0.435
0.3029
0.5329
-0.9832
-1.381
-0.6129
0.8094
-0.0654
-1.121
0.5839
-1.4786
0.6825
-1.3278
-0.4657
-2.0136
-0.1553
1.9168
-0.5166
-0.1417
0.2929
-0.2421
-0.8114
1.983
-0.1015
-0.6037
1.4613
-2.189
-0.0015
1.3801
0.2676
0.5405
-0.5334
-0.3276
-0.2856
-0.6965
-0.579
0.023
0.2058
1.0341
1.246
-0.1326
-0.9283
-0.7845
-0.0911
-0.0811
-0.9833
-0.6226
0.5942
-0.7903
-0.7864
0.5124
-0.08
1.1018
-0.2076
-0.8067
-0.7512
-0.1801
-0.8506
-0.4175
-0.9266
1.8315
-0.793
-0.8835
0.3282
-1.2956
-1.1556
-0.0657
0.9948
0.2756
0.2477
0.9531
0.3615
1.4779
-0.6758
0.1365
-0.1397
-0.5976
-0.0742
-0.5826
0.6101
1.0143
0.4958
-0.7129
-0.5078
-0.3797
1.009
-1.0609
-0.1865
-0.5863
0.3331
0.7443
-0.4407
-0.4765
-0.7235
-0.2149
-0.8096
0.7162
-1.8131
0.062
0.4129
-0.6399
-0.1402
4.0601
-0.4473
1.2053
-0.6402
-0.3622
0.4733
-0.6412
1.2304
-0.8084
-1.8142
-0.2415
-1.1577
-0.4694
-0.0158
-0.6862
0.0044
-0.3086
-0.5212
0.3312
1.0906
0.2897
-0.2208
-0.1438
-0.2724
-0.1656
-0.3544
0.3064
0.8945
0.344
0.0554
-1.1551
-0.1216
-0.2374
-0.6995
-1.2454
0.5703
0.5788
-0.3741
0.7241
-0.0259
0.7764
0.1212
0.0118
0.1299
0.6924
1.0791
-1.578
-0.4154
0.0079
-1.2758
-1.0665
-0.3773
1.7571
-0.0424
-0.7928
0.4055
-1.3837
-0.5642
-0.454
0.2629
1.5771
0.6228
-0.129
0.1466
0.5783
1.8447
-0.6495
1.9027
0.2111
-0.7999
-0.0497
-0.0293
0.3107
-0.1551
-0.6702
-0.0496
3.0067
-0.2941
-0.7918
-0.4255
-0.8858
-0.9815
-0.2238
-0.0235
0.3225
-0.0166
0.2659
-1.2109
0.8417
-0.0883
1.1101
-0.5179
0.1177
-0.6187
-0.0333
-1.0998
-2.5735
-0.2261
0.1202
-0.0498
0.45
-0.3747
-1.4557
0.2591
-0.5639
-0.3711
2.0539
-1.1072
0.2704
-0.9098
-1.6591
-0.8394
1.084
-0.3812
0.7167
1.3827
0.193
-1.0028
-0.9505
0.0668
-0.0749
0.1384
-0.8105
1.6991
-0.4214
1.2267
-0.1507
0.8366
-0.8167
0.2
0.6166
-0.7601
-0.665
-0.539
0.1788
-0.2279
0.2666
-0.2634
-0.0293
-0.0706
-0.4655
0.3489
-0.0548
3.0674
-0.3633
1.0617
2.2659
-0.1012
-0.0642
-0.596
-0.2173
1.0252
0.6823
-0.7897
-0.7827
-0.1294
0.4806
0.0568
1.4107
0.2559
-0.2908
0.5335
0.0842
0.338
-1.2887
1.2841
1.1152
1.9161
0.9608
0.3017
-0.0568
1.9106
-0.2371
0.3102
-0.9187
0.7355
-0.6099
0.3759
-1.5832
-0.4252
-0.2812
0.2705
1.1865
-0.1478
0.5378
1.1411
0.3771
-0.6123
-1.2995
-1.287
-0.2428
0.9583
0.3291
-0.0006
-0.085
-0.6308
0.1187
-1.0118
-0.1189
-0.8068
0.5631
1.654
-0.8439
-0.0848
0.0492
0.4796
0.4472
-0.602
-0.3819
-0.0534
0.6038
-0.4633
-0.0551
-0.772
14.133333
1
48
51.46
BREAST CONSERVING
Breast Cancer
Breast Invasive Ductal Carcinoma
Low
1
claudin-low
1
Positve
Positive
2
GAIN
Positive
Ductal/NST
1
Post
4ER+
Left
1
4.05
IDC
Positive
1
null
25
2
Living
-0.907
0.5787
-1.3424
2.1343
0.4979
0.6301
-0.9512
0.1415
0.7255
-0.7999
-0.6522
0.8348
-0.8235
4.3875
1.7485
2.4637
3.8054
0.7119
-1.3563
-0.3438
1.8647
-0.5363
0.298
-0.1424
1.512
1.3247
-0.6669
-1.2249
-0.2943
-1.4068
-0.3337
0.2285
1.1581
-0.8144
0.6565
-0.9069
-0.1471
3.3015
0.9125
-1.4344
0.7199
-1.1746
-0.0901
0.4583
-0.4678
-0.6671
-1.0905
1.0635
2.9301
1.2924
0.3139
-2.8034
-0.3026
-0.8709
-0.5403
-1.0802
1.8073
-0.9842
1.9154
-0.7836
-1.0742
4.3507
-0.8572
-1.0149
0.6016
-1.2241
-0.1156
-0.233
0.3137
-1.3753
-1.619
0.1755
-2.2534
-1.0852
-1.5431
1.7619
-1.0696
0.216
-0.7113
0.9227
-0.0587
-2.4969
-1.1579
-0.9035
-2.3137
0.6451
1.1012
-1.7329
-4.364
-1.8128
0.3758
-1.4371
0.0587
0.6724
-0.228
-0.3309
-2.4436
2.453
2.1725
-0.5954
-1.0538
2.3795
-2.3633
-0.0677
-1.6921
-1.0475
0.0008
-0.9352
2.2213
-3.2793
3.1527
3.6328
-0.0401
0.486
-1.9008
-0.2531
0.0427
0.2328
-1.348
-0.058
-0.4685
-0.153
-0.012
-1.3812
-0.8318
0.797
-0.4204
-0.0447
-0.5902
-0.1141
0.5489
-0.1288
1.6062
-1.0061
2.6002
-0.1142
-0.0692
0.4888
1.7677
1.1448
0.4187
0.3399
-0.1389
-0.6416
0.1573
0.489
-0.2552
-0.169
0.9348
-0.1827
-0.4141
0.5302
-0.1834
3.959
-0.8223
3.2837
1.5347
-1.6987
-0.8312
4.7644
0.9265
-1.0571
0.7623
1.4567
-0.1395
1.3727
-0.5875
-0.4345
-0.5519
-2.0332
1.3936
3.438
-1.46
5.9186
-0.5592
-0.442
0.5712
-1.2757
1.6299
-0.1016
0.8166
-1.0625
1.475
-0.4295
-0.4068
-2.5266
-0.9454
0.2693
-1.6102
3.421
-1.4521
0.5139
0.6526
1.0394
-0.4891
-0.2938
-2.0151
-0.4813
1.8536
-2.3894
0.5071
-0.3236
-0.5699
-2.6505
0.0331
0.0455
0.0222
-0.3377
0.25
0.1993
-1.2127
0.4752
0.9572
0.2822
-0.0544
0.1174
0.802
-0.0418
-0.2214
-0.3497
2.4314
-0.3155
1.2577
1.4154
-1.2923
-2.594
-0.8243
-0.9304
-0.2564
-0.653
-1.1236
2.987
-0.2041
-1.8589
-0.2289
5.1346
1.5414
1.9088
-0.2331
-0.1067
-0.649
0.9597
-1.4754
-0.7703
0.7883
1.4856
1.3912
-2.0289
-0.8395
1.1088
-1.4619
-1.1704
-0.9923
-0.9456
0.3435
0.0649
1.9271
6.5387
-1.9844
-2.0688
-0.0837
-0.0909
0.5873
1.5269
-0.7157
-0.2689
1.1237
1.4018
1.6161
0.492
0.9395
-2.6053
-1.6899
-1.8949
-0.8001
-0.2542
0.1829
-2.0771
0.3998
1.7618
-1.4699
-0.467
0.3858
-0.9113
-1.9869
-1.6965
0.586
0.2226
-0.5385
0.3974
1.5261
-0.8474
-1.2384
-1.4293
0.0133
-0.1849
-0.0736
0.3123
1.1923
-0.6839
-0.3751
0.3062
-1.0681
0.6665
0.0382
-1.0225
-0.187
-2.5925
0.6986
0.5706
1.1555
0.3983
1.2988
0.4281
-0.5137
-0.6226
2.2237
0.0751
0.694
2.1014
1.3649
-1.4281
-0.4863
-2.3358
-0.682
2.1289
1.6233
-0.8388
1.41
-1.2906
-0.8722
-1.1293
-0.6226
0.5453
-3.2399
-1.0127
-0.661
-0.9256
-0.0033
-0.0192
-0.149
-0.281
-0.0237
-0.2019
0.0692
0.8748
0.157
0.0555
-0.2545
1.0143
-2.5849
0.3833
-2.4892
-0.0869
3.1306
0.6226
2.9811
-0.7595
1.4428
-0.5795
-0.5235
-1.771
5.592
0.5187
-0.2829
0.0761
-1.3798
-2.7735
-0.552
-0.3938
-0.7441
1.6135
0.9758
3.0806
-1.0153
-0.1421
1.6463
1.4925
2.4051
-0.4126
1.7755
-1.0339
0.9011
1.6481
3.7003
-1.9578
-0.9148
-0.3505
0.4509
-0.0196
0.3589
1.2395
-1.1548
5.4646
-0.4124
1.2946
2.6326
0.039
1.4626
-2.8642
-2.1934
-2.5021
-0.3063
0.9831
0.0105
0.8276
-0.9201
-0.6246
-1.0431
0.8316
-3.9388
-4.0071
-0.3345
-0.2527
-0.1919
2.0165
-1.1323
5.7324
1.9717
-1.3085
-2.692
0.3701
-0.122
1.3035
0.1668
0.1097
-1.1486
2.3986
2.1114
-0.2687
0.5087
0.8991
0.6546
0.0855
0.0084
1.098
-0.2535
2.5748
-0.0537
-0.0945
0.4064
-0.2447
0.4605
-1.0683
-1.1659
-0.0002
-0.1406
-0.3901
-0.2609
1.1075
-1.6394
2.5363
0.8125
-0.3032
-0.3854
0.438
0.3226
-0.5972
0.5718
1.6743
0.4731
0.7473
-1.2125
-1.4432
0.5895
1.7103
0.274
0.71
0.3645
2.3649
1.8342
1.8981
-0.3122
-1.5671
1.3986
-0.2875
-1.1732
-0.4953
2.9574
-0.5332
-0.9522
1.9794
-0.0532
-1.0886
-2.8018
-1.1005
-0.349
0.0459
1.3061
103.833333
0
50
44.64
BREAST CONSERVING
Breast Cancer
Breast Mixed Ductal and Lobular Carcinoma
Moderate
1
Normal
1
Positve
Positive
2
NEUTRAL
Negative
Mixed
1
Pre
8
Right
3
4.066
MDLC
Positive
1
ER+/HER2- Low Prolif
33
2
Living
-0.4948
-2.2337
-0.1622
1.114
1.6072
-1.2325
0.6799
-1.1869
-0.1857
-0.865
0.5717
-1.2619
-0.048
-1.1519
-0.8359
0.2512
-0.2078
-0.3315
-0.551
-0.3998
0.4649
-1.1398
-0.1391
0.1348
-1.4554
-1.3672
-1.2006
-0.7834
-1.1762
-0.1841
-0.3751
0.0681
0.9291
-0.9343
-0.8891
1.4673
0.6233
-0.1334
-0.2691
-1.4763
-0.6929
-0.4779
0.3537
0.0508
-0.7261
-0.1425
-1.0185
0.6045
0.9124
-1.4134
-0.583
0.7295
1.636
1.2561
-0.2692
0.1004
-0.468
0.7868
-0.4267
0.9914
-0.3241
-0.7079
-0.9154
1.5163
-0.4668
2.2222
1.6538
-0.2013
0.8428
-0.245
0.2579
-0.4057
0.9916
-0.2157
-0.4879
0.2766
1.6142
-0.5133
-0.3135
0.1535
0.2686
0.6236
-0.1535
-0.4932
0.5078
1.796
-0.0917
0.7747
0.0766
-0.7258
0.4912
-1.3903
-0.8304
-0.2175
0.347
1.3779
0.3068
-0.9934
0.8803
-1.7322
-0.7095
-1.073
0.4858
1.7627
-0.6338
-0.43
-0.3811
0.6124
0.0111
0.2198
0.7808
-0.2775
1.615
0.6085
-1.3039
-0.3674
-0.2573
-0.4625
-1.1122
0.0776
-1.1764
-1.0162
0.5867
-0.6122
-0.4985
0.2087
0.1075
1.2225
0.319
0.0155
1.0684
-0.4343
0.7444
1.0897
1.5141
-0.0103
0.815
-1.0728
0.1304
0.1087
0.6764
-0.9833
-1.0814
-0.5675
0.0014
-0.3941
-0.1822
-0.4779
0.54
2.3076
0.2464
-0.7036
1.0242
-0.1493
-0.9851
-0.3514
-0.2698
-0.2894
-0.8366
-0.8465
1.7283
0.8899
1.6671
0.4139
-0.9284
0.9346
0.5089
0.3587
-0.7184
-1.3122
-0.9666
-1.0973
-0.8258
0.0951
0.5294
0.1787
0.6726
-0.5926
0.3771
-0.0059
-0.3274
-0.975
2.5532
-1.7387
-0.2714
-1.2167
0.029
0.246
0.4603
-0.0715
-0.0045
0.0739
0.5198
-0.9092
-0.0623
-0.0033
-0.3536
-0.3841
0.7261
0.4674
1.1058
-0.1787
0.0801
-0.2748
-0.8014
-0.5246
-1.2844
0.1821
-1.043
-0.6972
-0.9421
0.5819
-0.6377
-0.538
-0.3115
0.324
-1.3933
-0.5945
-0.9567
-1.0067
0.0891
0.7551
0.6917
1.3541
-1.4937
0.0238
-0.5036
-0.6322
0.0591
-0.2318
-1.3834
0.9304
0.1255
0.1738
-0.0099
-1.0018
1.759
-1.7921
0.3509
-1.0041
0.1165
-0.9726
0.252
1.4156
0.1381
-0.6885
0.6245
-0.7304
1.3164
-0.1091
-1.3952
-0.8371
-0.4249
0.2945
0.4986
0.0021
0.9555
-0.8807
-0.2382
0.2261
1.312
0.372
0.1186
-1.0482
-0.8301
1.208
0.2938
0.5088
1.0472
0.9734
-0.2589
-1.2228
-0.9912
-0.5424
0.2889
-0.5395
1.2525
0.9844
0.9293
0.7113
-0.071
-0.9516
1.1933
0.7936
0.7894
-0.6415
-0.4055
-1.0351
1.2096
1.179
2.3146
0.3619
-0.5532
0.1501
-0.6037
-0.5499
1.258
-0.1712
1.4749
-0.905
-0.3361
-0.4746
1.3574
-0.321
-0.0758
0.1189
0.3052
-0.0139
-0.2658
1.5919
-1.1612
-0.1844
-0.9323
0.4989
1.1415
-0.5284
-0.8649
0.7074
0.43
-0.2168
1.197
0.306
-1.2507
-0.176
-0.1836
0.2157
2.1473
0.9705
-1.1532
0.0019
-1.3568
-1.0319
-0.5739
-0.0768
0.856
0.4692
-0.3014
0.1105
0.1426
0.5807
0.4705
0.3473
-0.4914
-1.0998
0.8695
-0.707
-0.2271
-0.7271
-0.3211
-0.4091
-0.1189
2.4084
0.6053
-0.5818
-1.6381
0.7713
0.5744
-1.2045
1.3968
0.733
-0.9279
0.0048
0.8231
1.4177
-0.1042
0.2676
-0.2241
-0.1957
0.6585
-0.3577
0.3125
-0.8636
-0.442
-0.1699
0.3145
-0.7362
1.2805
1.088
-0.4141
0.6701
-0.4064
1.099
0.4614
0.6629
-0.7027
1.0245
0.8753
1.0435
-0.705
-0.3385
0.2536
0.0371
-1.1625
-0.9459
0.4961
1.1848
0.329
-0.6475
-1.9149
-0.0839
-0.0462
1.903
0.29
0.099
0.268
1.0031
1.1818
0.2543
-0.1828
1.4699
0.8324
-0.6442
0.5799
1.5822
-0.7064
-0.132
0.1598
-0.1134
-0.0423
-0.9981
0.8439
1.1556
0.8212
-0.5918
-0.1752
-0.0589
1.2846
-0.384
-0.1828
-0.6955
-0.2782
0.0977
-0.4007
0.4944
0.0543
-0.1271
-0.5266
3.1509
-0.3785
-0.4614
1.0775
1.2881
0.3403
0.6754
0.4907
-0.4402
-0.8751
-0.6773
0.0257
-0.7306
-0.6495
1.4514
1.1386
-1.3783
0.1711
0.2924
-1.0755
0.6623
-1.2088
-1.697
0.1222
-0.1949
-0.6608
-0.813
0.1076
0.5195
-0.0591
0.4895
-0.3821
-1.03
0.691
1.2725
0.1219
0.0544
0.171
-0.7766
-0.3405
0.1782
1.7495
0.8567
-0.3382
-0.6218
-0.3808
-0.2955
-0.6673
-0.1952
-0.0758
0.1165
-0.5644
75.333333
0
53
70.02
BREAST CONSERVING
Breast Cancer
Breast Invasive Ductal Carcinoma
High
0
LumB
1
Positve
Positive
2
NEUTRAL
Negative
Ductal/NST
1
Post
7
Right
0
3.046
IDC
Negative
1
null
23
2
Living
0.3882
1.7552
2.0942
0.8322
-0.7186
-0.5228
-0.1487
1.7892
-0.1382
-1.7195
0.0271
0.3755
-1.9739
4.5337
-0.1136
2.2238
2.8255
1.6467
-1.2785
-0.3193
2.4262
-0.9712
-0.2801
-0.5917
2.233
3.0471
-0.9368
-0.7124
-0.358
-0.2012
-0.3926
-0.8368
-0.357
0.9665
0.4138
-1.1888
0.6506
1.1488
2.0591
-1.13
0.0046
-1.1654
1.3086
1.613
-0.923
-0.1935
-1.8816
1.1148
1.757
-0.0141
-2.1679
-2.9206
-0.4108
-0.6112
0.4498
-0.5479
3.1305
0.0205
2.9898
-0.4473
-1.4891
5.2984
-3.4841
-0.6974
-0.0634
-1.428
-0.6886
1.9011
-0.3042
-1.965
-1.1084
-0.4095
-2.0533
-0.9309
-1.7335
0.7167
-0.4127
0.0071
-1.8861
1.3835
-0.0875
-3.1405
-2.0139
-1.8388
-1.3987
-0.2125
-0.0555
-3.259
-4.3913
-2.7904
-0.5135
-2.4131
0.1749
-0.115
-0.0769
0.9945
-1.433
3.4845
1.7989
-1.1782
-0.6954
3.8891
-5.2236
-0.428
-2.4545
-0.4021
0.7038
-1.1443
0.7094
-2.1847
1.7991
0.066
-0.3354
-0.3404
-1.9619
0.0828
0.2476
-0.0896
-0.7472
-0.3311
1.9274
2.9665
1.9636
0.2075
0.2362
0.6405
-1.0392
0.7486
-1.4201
0.2572
-0.3397
-0.5247
2.6904
1.7471
1.2194
1.5252
0.0053
0.3044
1.3523
1.2108
0.7363
0.1733
0.163
-0.8922
-0.5358
0.0756
-0.2848
2.1237
-0.0986
0.6037
-0.3229
1.3607
-0.7697
4.1644
-0.6752
-0.2206
-1.1464
-1.3134
0.2484
1.3209
-0.2575
-1.6252
-0.7818
0.3476
0.7277
-1.0477
-1.7181
0.3508
-0.0646
-2.363
0.3025
2.0718
-2.5038
3.1891
0.1582
0.9853
-0.0367
0.8863
0.521
0.1305
0.6219
-0.9875
0.6394
-0.4017
-0.0752
-2.8762
-1.763
2.054
-0.3943
1.3856
-1.8783
-1.112
0.2884
-0.0265
-0.5391
-0.0755
-1.2108
-0.4235
1.3993
-2.4941
1.0077
0.704
-1.22
0.09
0.2183
-0.5027
-1.2365
3.4458
-0.6073
-0.5285
-1.2487
0.3768
-0.6258
0.0477
-1.2537
0.111
-1.1949
-0.7346
-1.0094
-1.1365
-0.3238
-0.2294
-0.6417
0.1435
-1.2166
-3.7609
-1.1571
-1.2435
-0.2928
-1.4878
-1.1141
0.0176
-2.3618
-1.2209
-0.6677
6.2035
0.0089
-4.4302
-1.1654
-0.9344
-0.5194
1.5653
-2.2816
-0.7159
0.6141
2.1913
2.3751
-2.2583
-1.5959
1.7531
-2.1117
-0.0698
-1.7033
-0.1138
1.3899
-0.1596
1.67
7.0718
-1.6138
-0.5182
-2.3247
-1.2965
1.0597
1.5491
-0.6551
-0.2783
-0.5279
0.1582
0.4359
-0.8022
0.2335
-2.5483
-1.0529
-2.2298
3.4029
-0.5347
0.0933
-4.1135
-0.4895
0.7055
-0.3942
-1.0828
0.9664
-2.5492
-0.5552
-2.4593
-1.0414
1.1535
-1.804
0.6843
0.1013
-1.2338
-1.4746
-1.6095
0.922
-0.2977
-0.4831
0.4528
0.308
-0.7244
-0.2235
-1.2123
-1.6043
0.0233
-0.3362
0.261
-0.4115
-2.5799
-0.9233
-1.5924
1.1377
0.254
-0.0449
1.0167
-1.8091
-2.1294
1.0806
1.358
1.8965
2.7384
0.2715
-0.9042
-1.0095
-3.0323
-1.751
1.8137
1.5959
-2.2045
3.6787
-0.7509
-0.3253
-1.868
-0.8092
-1.514
-2.2213
-0.8289
-1.7291
0.2774
0.7856
0.7575
1.0358
-2.4343
0.5705
-0.4971
1.205
-0.0256
0.6631
-0.0637
0.0592
0.9009
-2.0723
-0.1001
-2.5831
1.4525
2.4932
-0.1732
0.16
-0.0121
-0.8367
-0.9884
-2.0678
-2.1439
3.0149
0.5943
-0.484
0.9397
-1.1745
-3.433
-1.3695
-0.3516
-0.5175
1.0042
0.5791
2.2699
-0.2416
1.4255
-0.8627
4.276
1.8196
-0.2732
0.6373
-0.7739
-1.7297
-0.6082
5.4179
-1.6528
-0.9846
0.2544
-0.6615
-2.9923
1.228
1.0315
-0.5725
3.4069
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0.9206
2.5372
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1.9726
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0.1315
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0.0228
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4.6849
1.056
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2.0618
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1.7276
0.424
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1.0409
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0.5023
1.8642
1.5035
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4.327
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0.6489
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1.9001
1.4062
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0.665
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1.0363
0.5707
1.7581
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2.4275
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1.3113
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1.432
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0.0727
1.6038
0.002
-0.2361
-2.7983
-0.9956
3.3572
-0.036
0.3012
161.066667
0
54
66.91
MASTECTOMY
Breast Cancer
Breast Invasive Ductal Carcinoma
Moderate
0
LumB
1
Positve
Positive
3
GAIN
Negative
Ductal/NST
1
Post
10
Right
0
4.072
IDC
Positive
1
null
36
2
Living
1.3747
0.3484
-1.8203
0.8249
-2.1084
-0.5631
-0.0892
1.1035
4.6654
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0.5836
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6.7606
1.713
3.4978
4.3459
1.783
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1.0033
0.9748
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1.9237
2.276
0.1581
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0.1764
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0.2215
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3.0418
0.1281
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1.5181
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0.9721
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1.6781
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2.4746
3.3772
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3.596
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0.7206
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1.643
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0.0126
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0.0206
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1.7654
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0.6136
1.0405
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0.104
0.6494
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-0.5031
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6.2414
1.9148
0.4072
3.8329
0.3041
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1.5513
0.9866
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0.4767
0.8212
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1.2608
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0.1525
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4.523
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0.303
1.0154
2.197
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1.7527
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0.0868
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1.2935
7.9431
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0.377
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1.1923
1.04
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0.7354
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1.0607
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1.3283
1.4421
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1.9051
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1.4318
2.7273
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1.9193
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1.0202
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1.191
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3.6021
0.0065
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1.7071
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1.1329
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1.6598
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0.9445
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0.3917
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0.384
0.9858
2.6772
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2.4581
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1.4654
2.4062
0.9416
1.9089
3.8836
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1.9577
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2.1903
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1.3229
0.9315
4.9715
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0.9059
2.0815
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1.6588
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-3.8296
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0.6022
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2.8067
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6.7894
0.4234
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-2.5101
0.447
-0.2
1.0213
1.2919
-0.5659
-0.1157
2.42
0.7847
0.9733
-0.2579
0.0777
0.056
0.8613
-1.8698
0.7956
-0.1596
0.6025
0.0598
0.7866
-1.5404
-1.8523
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0.069
0.4623
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0.232
0.39
-0.6279
2.0452
1.3928
-0.3665
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0.0381
0.8703
-0.0237
0.7117
1.075
0.8064
1.7389
-0.7775
-1.0221
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-1.2244
0.8001
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2.0341
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1.9949
-1.1442
-1.2415
0.7382
-0.683
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-0.7618
1.0535
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3.6764
2.5064
-0.1326
2.4715
-3.3516
-0.5036
1.347
0.9454
1.9603
160.3
0
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