patient_id
int64
0
7.3k
age_at_diagnosis
float64
21.9
96.3
type_of_breast_surgery
stringclasses
2 values
cancer_type
stringclasses
2 values
cancer_type_detailed
stringclasses
6 values
cellularity
stringclasses
3 values
chemotherapy
int64
0
1
pam50_+_claudin-low_subtype
stringclasses
7 values
cohort
float64
1
5
er_status_measured_by_ihc
stringclasses
2 values
er_status
stringclasses
2 values
neoplasm_histologic_grade
float64
1
3
her2_status_measured_by_snp6
stringclasses
4 values
her2_status
stringclasses
2 values
tumor_other_histologic_subtype
stringclasses
8 values
hormone_therapy
int64
0
1
inferred_menopausal_state
stringclasses
2 values
integrative_cluster
stringclasses
11 values
primary_tumor_laterality
stringclasses
2 values
lymph_nodes_examined_positive
float64
0
45
nottingham_prognostic_index
float64
1
6.36
oncotree_code
stringclasses
6 values
pr_status
stringclasses
2 values
radio_therapy
int64
0
1
3-gene_classifier_subtype
stringclasses
4 values
tumor_size
float64
1
182
tumor_stage
float64
0
4
death_from_cancer
stringclasses
3 values
brca1
float64
-2.44
4.55
brca2
float64
-2.78
3.74
palb2
float64
-4.38
4.62
pten
float64
-5.93
3.25
tp53
float64
-2.48
4.29
atm
float64
-3.17
3.82
cdh1
float64
-3.32
2.82
chek2
float64
-2.69
4.54
nbn
float64
-3.69
5.37
nf1
float64
-2.97
6.18
stk11
float64
-3.06
4.85
bard1
float64
-2.98
3.36
mlh1
float64
-6.44
3.29
msh2
float64
-2.07
9.59
msh6
float64
-4.06
5.4
pms2
float64
-3.03
6.22
epcam
float64
-2.17
6.95
rad51c
float64
-3.26
4.41
rad51d
float64
-2.96
9.52
rad50
float64
-3.39
5.17
rb1
float64
-2.73
3.41
rbl1
float64
-2.75
5.05
rbl2
float64
-4.66
5.47
ccna1
float64
-1.45
10.6
ccnb1
float64
-2.21
4.56
cdk1
float64
-2.4
4.61
ccne1
float64
-1.55
5.64
cdk2
float64
-4.22
5.59
cdc25a
float64
-1.95
4.5
ccnd1
float64
-4.08
2.36
cdk4
float64
-4.52
8.31
cdk6
float64
-2.28
7.38
ccnd2
float64
-3.48
5.83
cdkn2a
float64
-1.36
5.84
cdkn2b
float64
-3.05
4.61
myc
float64
-2.93
3.35
cdkn1a
float64
-3.1
7
cdkn1b
float64
-2.66
3.98
e2f1
float64
-3.06
4.28
e2f2
float64
-2.37
4.62
e2f3
float64
-2.89
4.48
e2f4
float64
-2.72
4.07
e2f5
float64
-2.85
5.19
e2f6
float64
-3.87
4.79
e2f7
float64
-1.94
6.14
e2f8
float64
-3.12
6.07
src
float64
-3.25
3.88
jak1
float64
-3.62
3.18
jak2
float64
-2.58
4.72
stat1
float64
-2.63
2.81
stat2
float64
-4.49
4.21
stat3
float64
-4.9
4.24
stat5a
float64
-3.24
4.75
stat5b
float64
-2.86
4.3
mdm2
float64
-2.07
8.9
tp53bp1
float64
-3.85
4.53
adam10
float64
-3.33
4.66
adam17
float64
-3.33
6.99
aph1a
float64
-2.27
5.24
aph1b
float64
-2.92
3.88
arrdc1
float64
-2.9
5.67
cir1
float64
-4.23
6.56
ctbp1
float64
-4.42
4.86
ctbp2
float64
-2.97
5.5
cul1
float64
-3.18
5.62
dll1
float64
-2.51
4.94
dll3
float64
-1.23
8.89
dll4
float64
-3.52
4.14
dtx1
float64
-2.19
9.84
dtx2
float64
-4.5
4.04
dtx3
float64
-3.12
10.5
dtx4
float64
-2.91
5.93
ep300
float64
-4.38
3.31
fbxw7
float64
-2.07
4.71
hdac1
float64
-5.98
4.2
hdac2
float64
-3.79
3.79
hes1
float64
-3.7
4.52
hes5
float64
-2.31
17.1
heyl
float64
-2.96
5.13
itch
float64
-3.29
6.78
jag1
float64
-3.01
7.05
jag2
float64
-3.65
3.77
kdm5a
float64
-4.38
5.71
lfng
float64
-2.97
3.11
maml1
float64
-3.81
4.41
maml2
float64
-2.41
7.69
maml3
float64
-2.44
7.26
ncor2
float64
-4.45
3.77
ncstn
float64
-4.92
3.41
notch1
float64
-3.32
5.03
notch2
float64
-3.78
7.25
notch3
float64
-3.97
5.21
nrarp
float64
-3.5
6.03
numb
float64
-5.12
4.32
numbl
float64
-2.72
5.57
psen1
float64
-2.25
3.62
psen2
float64
-3.43
3.78
psenen
float64
-3.12
5.03
rbpj
float64
-2.85
3.51
rbpjl
float64
-2.66
6.33
rfng
float64
-3.44
4.61
snw1
float64
-3.18
4.49
spen
float64
-5.95
3.22
hes2
float64
-1.73
5.25
hes4
float64
-4.32
3.25
hes7
float64
-2.73
4.06
hey1
float64
-2.6
7.18
hey2
float64
-1.78
5.4
acvr1
float64
-3.64
4.89
acvr1b
float64
-5.42
3.71
acvr1c
float64
-3.26
8.7
acvr2a
float64
-2.82
5.32
acvr2b
float64
-2.62
6.43
acvrl1
float64
-2.42
4.12
akt1
float64
-2.78
4.3
akt1s1
float64
-2.33
7.48
akt2
float64
-2.68
4.57
apaf1
float64
-5.11
4.08
arl11
float64
-3.13
7.32
atr
float64
-2.77
10.5
aurka
float64
-2.27
4.82
bad
float64
-2.88
5.38
bcl2
float64
-2.79
2.66
bcl2l1
float64
-4.08
3.73
bmp10
float64
-3.18
4.07
bmp15
float64
-3.44
6.31
bmp2
float64
-1.57
11.5
bmp3
float64
-2.7
13.6
bmp4
float64
-2.03
3.75
bmp5
float64
-1.63
11.1
bmp6
float64
-2.97
9.86
bmp7
float64
-1.36
8.5
bmpr1a
float64
-4.12
7.27
bmpr1b
float64
-1.17
2.66
bmpr2
float64
-4.83
3.05
braf
float64
-2.54
5.56
casp10
float64
-2.91
4.46
casp3
float64
-3.64
6.02
casp6
float64
-3.37
3.52
casp7
float64
-2.3
5.31
casp8
float64
-2.45
4.54
casp9
float64
-3.56
4.17
chek1
float64
-1.95
4.02
csf1
float64
-2.82
6.28
csf1r
float64
-3.54
3.69
cxcl8
float64
-1.52
5.16
cxcr1
float64
-3.18
6.5
cxcr2
float64
-4.44
12.1
dab2
float64
-3.22
2.87
diras3
float64
-1.4
10.3
dlec1
float64
-1.89
7.53
dph1
float64
-3.79
4.84
egfr
float64
-1.22
9.54
eif4e
float64
-2.48
4.6
eif4ebp1
float64
-1.81
7.4
eif5a2
float64
-2.35
5.5
erbb2
float64
-3.24
2.86
erbb3
float64
-5.28
2.28
erbb4
float64
-2.61
6.16
fas
float64
-2.08
7.94
fgf1
float64
-2.21
5.82
fgfr1
float64
-1.74
10.4
folr1
float64
-1.15
4.44
folr2
float64
-2.02
4.4
folr3
float64
-2.22
12.2
foxo1
float64
-2.92
4.6
foxo3
float64
-5.75
4.18
gdf11
float64
-2.85
5.46
gdf2
float64
-2.96
5.23
gsk3b
float64
-2.94
3.47
hif1a
float64
-2.27
3.67
hla-g
float64
-2.02
6.32
hras
float64
-2.86
5.04
igf1
float64
-1.6
7.47
igf1r
float64
-2.39
4.98
inha
float64
-2.05
14.4
inhba
float64
-4.26
4.15
inhbc
float64
-3.57
6.53
itgav
float64
-5.06
3.16
itgb3
float64
-3.96
15.3
izumo1r
float64
-3.08
4.25
kdr
float64
-2.92
5.41
kit
float64
-1.88
5.33
kras
float64
-3.14
11.2
map2k1
float64
-4.59
3.92
map2k2
float64
-3.33
3.49
map2k3
float64
-2.96
8.09
map2k4
float64
-3.1
4.8
map2k5
float64
-4.92
11
map3k1
float64
-2.78
3.42
map3k3
float64
-3.07
5.48
map3k4
float64
-3.87
3.48
map3k5
float64
-2.75
5.01
mapk1
float64
-3.07
4.29
mapk12
float64
-2.39
5.54
mapk14
float64
-2.94
3.99
mapk3
float64
-3.14
4.72
mapk4
float64
-1.52
8.7
mapk6
float64
-3.86
7.39
mapk7
float64
-2.92
6.63
mapk8
float64
-3.71
4.96
mapk9
float64
-4.83
4.23
mdc1
float64
-3.6
5.87
mlst8
float64
-2.9
3.97
mmp1
float64
-1.38
6.28
mmp10
float64
-1.18
7.86
mmp11
float64
-3.25
2
mmp12
float64
-1.1
5.98
mmp13
float64
-1.36
5.35
mmp14
float64
-2.62
6.2
mmp15
float64
-1.85
5.34
mmp16
float64
-3.06
5.24
mmp17
float64
-3.86
5.42
mmp19
float64
-2.23
10.3
mmp2
float64
-2.7
5.38
mmp21
float64
-3.67
3.79
mmp23b
float64
-4.34
4.66
mmp24
float64
-1.83
7.5
mmp25
float64
-1.49
5.71
mmp26
float64
-2.24
11.7
mmp27
float64
-2.93
11.1
mmp28
float64
-2.43
7.92
mmp3
float64
-1.93
4.3
mmp7
float64
-2.16
3.11
mmp9
float64
-2.54
3.63
mtor
float64
-3.76
5.29
nfkb1
float64
-4.56
3.82
nfkb2
float64
-2.49
5.89
opcml
float64
-2.79
5.65
pdgfa
float64
-2.76
5.87
pdgfb
float64
-2.64
4.41
pdgfra
float64
-2.69
4.12
pdgfrb
float64
-4.71
2.7
pdpk1
float64
-3.48
3.57
peg3
float64
-1.46
5
pik3ca
float64
-2.3
7.77
pik3r1
float64
-2.96
3.4
pik3r2
float64
-4.43
4.35
plagl1
float64
-2.04
8.07
ptk2
float64
-3.59
3.81
rab25
float64
-6.35
2.47
rad51
float64
-2.55
5.86
raf1
float64
-3.05
7.41
rassf1
float64
-2.76
4.52
rheb
float64
-5.16
3.35
rictor
float64
-3.91
4.38
rps6
float64
-3.73
3.06
rps6ka1
float64
-2.82
4.15
rps6ka2
float64
-3.15
3.64
rps6kb1
float64
-2.74
6.28
rps6kb2
float64
-2.79
4.62
rptor
float64
-2.56
6.17
slc19a1
float64
-2.68
5.36
smad1
float64
-2.74
4.29
smad2
float64
-3.54
5.3
smad3
float64
-3.03
5.82
smad4
float64
-4.83
3.41
smad5
float64
-1.85
10.4
smad6
float64
-3.33
5.3
smad7
float64
-4.05
4.55
smad9
float64
-2.66
5.41
sptbn1
float64
-3.15
5.08
terc
float64
-1.98
8.2
tert
float64
-3.24
7.29
tgfb1
float64
-3.81
4.61
tgfb2
float64
-1.85
5.3
tgfb3
float64
-3
2.41
tgfbr1
float64
-3.24
3.73
tgfbr2
float64
-4.26
2.56
tgfbr3
float64
-2.12
3.31
tsc1
float64
-3.25
3.59
tsc2
float64
-4.14
4
vegfa
float64
-1.93
5.13
vegfb
float64
-4.89
4.79
wfdc2
float64
-1.98
6.53
wwox
float64
-1.74
5.64
zfyve9
float64
-3.29
3.99
arid1a
float64
-5.04
2.55
arid1b
float64
-4.21
4.46
cbfb
float64
-4.98
3.25
gata3
float64
-2.81
2.2
kmt2c
float64
-2.05
4.68
kmt2d
float64
-4.01
4.64
myh9
float64
-4.14
4.21
ncor1
float64
-3.69
3.22
pde4dip
float64
-2.53
9.13
ptprd
float64
-1.82
6.31
ros1
float64
-3.39
11.3
runx1
float64
-4.98
3.73
tbx3
float64
-2.14
4.72
abcb1
float64
-1.95
5.12
abcb11
float64
-3.56
5.41
abcc1
float64
-2.4
5.35
abcc10
float64
-2.77
5.68
bbc3
float64
-3.36
3.76
bmf
float64
-2.88
5.62
cyp2c8
float64
-1.99
11.9
cyp3a4
float64
-3.11
4.37
fgf2
float64
-2.15
8.29
fn1
float64
-1.98
5.88
map2
float64
-1.8
6.9
map4
float64
-2.5
6.33
mapt
float64
-2.02
2.34
nr1i2
float64
-3.67
4.76
slco1b3
float64
-3.25
14.9
tubb1
float64
-2.74
8.47
tubb4a
float64
-1.55
18.6
tubb4b
float64
-3.67
5.27
twist1
float64
-2.14
7.94
adgra2
float64
-2.56
5.37
afdn
float64
-3.64
5.52
aff2
float64
-2.61
12.1
agmo
float64
-3.39
12.7
agtr2
float64
-3.25
4.77
ahnak
float64
-5.2
3.33
ahnak2
float64
-3.15
3.79
akap9
float64
-2.81
4.55
alk
float64
-2.52
8.48
apc
float64
-3.73
5.27
arid2
float64
-3.54
3.88
arid5b
float64
-4.56
2.77
asxl1
float64
-3.55
5.2
asxl2
float64
-5.26
3.35
bap1
float64
-5.58
3.87
bcas3
float64
-2.67
5.33
birc6
float64
-3.71
3.68
cacna2d3
float64
-1.84
6.55
ccnd3
float64
-3.4
4.78
chd1
float64
-2.92
4.51
clk3
float64
-3.06
5.53
clrn2
float64
-3.07
5.37
col12a1
float64
-2.84
2.61
col22a1
float64
-1.22
8.17
col6a3
float64
-5.15
2.29
ctcf
float64
-5.43
8.07
ctnna1
float64
-6.19
2.93
ctnna3
float64
-3.46
5.33
dnah11
float64
-2.31
15.1
dnah2
float64
-1.66
5.63
dnah5
float64
-3.25
6.54
dtwd2
float64
-2.64
6.38
fam20c
float64
-2.93
4.08
fanca
float64
-3.87
4.57
fancd2
float64
-2.94
4.62
flt3
float64
-1.78
6.64
foxp1
float64
-2.86
5.85
frmd3
float64
-1.51
5.63
gh1
float64
-3.48
14.9
gldc
float64
-0.97
6.35
gpr32
float64
-3.23
7.07
gps2
float64
-4.55
5.17
hdac9
float64
-2.92
5.45
herc2
float64
-3.17
4.57
hist1h2bc
float64
-1.49
5.63
kdm3a
float64
-3.13
5.38
kdm6a
float64
-4.81
4.47
klrg1
float64
-1.84
6.13
l1cam
float64
-2.12
7.12
lama2
float64
-2.24
3.69
lamb3
float64
-1.69
4.1
large1
float64
-3.64
4.26
ldlrap1
float64
-2.68
5.49
lifr
float64
-2.64
7.15
lipi
float64
-2.84
20.2
magea8
float64
-1.22
12.7
map3k10
float64
-3.64
3.91
map3k13
float64
-2.6
5.41
men1
float64
-4.5
6.51
mtap
float64
-3.46
4.98
muc16
float64
-1.11
5
myo1a
float64
-2.79
12.1
myo3a
float64
-3.15
12.1
ncoa3
float64
-2.84
4.55
nek1
float64
-3.61
3.81
nf2
float64
-3.98
4.45
npnt
float64
-2.12
4.02
nr2f1
float64
-1.98
5.14
nr3c1
float64
-2.52
6.12
nras
float64
-2.98
5.72
nrg3
float64
-2.28
16.4
nt5e
float64
-2.04
8.74
or6a2
float64
-3.58
4.67
palld
float64
-5.31
3.06
pbrm1
float64
-3.47
4.07
ppp2cb
float64
-1.88
6.06
ppp2r2a
float64
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355
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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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-0.2392
-1.2637
0.8521
4.0274
2.0126
-1.6059
0.9776
-0.0678
1.641
0.3492
1.9395
0.0707
2.7077
1.9038
3.1926
0.8128
-0.3513
1.22
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6.4965
0.6802
2.3311
0.5169
1.4722
0.3968
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1.4916
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1.6822
1.7409
8.8731
-0.6494
0.4931
1.086
0.265
-1.8717
-1.7598
0.5445
0.5018
0.7345
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1.1211
0.1674
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0.4076
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1.8407
0.663
5.0109
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2.8796
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-1.4779
-0.5954
-0.8847
-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
-0.2715
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
-0.0104
-1.194
-0.7991
-0.8428
-0.4983
-1.3251
0.8803
-1.5924
-1.2672
-0.2006
1.3135
0.688
1.3366
1.5911
1.1926
0.301
-0.4113
-1.5476
-0.1581
-0.1005
-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
-0.1651
-0.0066
-0.912
-1.4125
0.326
-1.4752
1.0167
-0.4651
0.804
0.6743
-0.6104
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-0.4825
1.4183
-0.0538
2.1712
1.2776
-0.0013
1.2396
-2.1458
0.3879
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0.8386
0.6737
0.7279
1.0905
0.5358
-1.8416
0.0312
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0.6519
-0.0742
-0.5111
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-0.3052
1.8906
0.3243
-0.5759
2.6618
3.3397
-1.1385
-0.3217
0.7861
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0.5569
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0.5886
0.1039
0.5775
1.7652
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1.8819
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0.2664
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0.66
0.4479
1.6732
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1.7598
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2.3882
0.515
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0.11
-0.0552
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1.1748
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0.4071
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0.8355
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2.521
0.7896
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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
-2.0808
0.9206
2.5372
-0.3176
1.9726
-1.7937
-4.7542
-2.925
0.1315
-0.1931
0.0228
-0.1864
-1.0715
-0.275
-1.0919
-1.7637
-3.7786
-5.1746
-0.4228
-0.3837
-0.1617
0.5444
-1.4025
4.6849
1.056
-0.8078
-3.106
2.0618
-0.3937
1.7276
0.424
-1.1003
-0.5462
1.0409
-0.3041
-2.3574
0.5023
1.8642
1.5035
0.3888
-1.0279
1.2438
-0.8957
4.327
0.5717
0.1624
-0.4807
0.1344
-0.0194
-1.2046
0.2095
-0.3576
-0.0011
-0.5855
0.0018
0.2787
-0.1408
2.333
0.6489
-0.2265
2.4745
-0.5768
-0.0581
0.0689
-0.5974
1.9001
1.4062
-0.4398
0.665
-1.6614
-0.0711
0.5578
0.5303
1.0363
0.5707
1.7581
-0.5863
2.4275
0.3083
0.9107
1.3113
-0.2643
-0.8416
0.4736
1.432
-1.3608
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
-1.5942
-1.2718
0.5836
-2.8276
6.7606
1.713
3.4978
4.3459
1.783
-1.0861
1.0033
0.9748
-1.1141
-0.1103
-0.5143
1.9237
2.276
0.1581
-0.3278
-0.482
-1.0627
-0.5281
-0.772
0.1764
0.7482
-0.0873
0.2215
0.2247
3.0418
0.1281
-1.23
1.5181
-2.4845
0.9259
-1.2295
0.0188
-0.6269
-1.1006
0.1041
2.2578
1.0235
-1.0025
-2.4194
0.1564
-0.1676
-1.5067
-1.2503
2.0937
-1.6982
3.6141
-1.2569
-0.1117
3.7139
-3.9684
-1.062
-0.5984
-1.4208
1.9679
-0.9146
-0.7568
-1.9737
-1.9764
2.2362
-2.922
-0.2495
-0.2024
2.765
-1.7003
-0.4952
-0.9202
0.3487
-0.0555
-2.5193
-1.1428
-1.2452
-3.5079
-1.2118
0.0152
-3.2434
-3.4643
-1.8874
0.014
-1.942
0.7832
-0.6287
-0.7722
-0.8249
-1.3878
3.0851
1.749
-0.46
-2.1565
2.5015
-4.6543
-0.5888
-1.6442
1.6614
-0.3999
-1.4386
1.5897
-2.9934
1.4403
2.5091
-1.4007
0.6944
-2.2588
1.0268
2.102
0.0092
1.5285
-1.4752
0.4379
1.4754
0.6141
-1.2979
1.1701
1.7359
-0.5741
-1.6843
-0.9318
0.2713
-1.6031
-0.5626
1.2789
0.5513
2.0745
-0.832
-0.0862
0.3427
1.5093
-1.2019
-0.1067
-1.3284
0.48
-0.6591
0.4744
1.1285
0.3045
-0.671
-0.1359
-0.4833
0.0935
1.6708
-1.002
4.2286
-1.0048
3.4654
-0.9679
-1.7235
1.2623
2.4265
-0.5475
-1.0036
0.7612
0.9721
-1.3409
-0.1615
-0.7832
1.6781
-0.7536
-0.637
2.4746
3.3772
-0.1563
3.596
-0.8451
-0.5537
0.7206
-1.252
1.643
-1.0705
0.0126
-0.9425
-0.5529
-0.2257
0.0206
-3.0295
-0.6528
0.2486
-2.1808
1.7654
-0.974
-0.5955
0.6136
1.0405
-0.7188
-1.0704
-2.2275
0.104
0.6494
-1.6295
-0.9665
-0.7021
-0.5031
-0.5465
6.2414
1.9148
0.4072
3.8329
0.3041
-0.6214
-0.723
-0.3326
1.5513
0.9866
-1.3772
-0.9146
-0.3671
-0.0895
-1.1871
0.4767
0.8212
-1.0511
1.2608
1.3501
0.1525
-2.2111
-1.3841
-1.0835
-0.0981
0.8226
-1.4264
1.8855
-1.2188
-2.269
-0.0539
4.523
0.0661
-3.5792
-1.5758
-1.3032
-1.0412
-0.1065
-0.9328
-0.7428
0.303
1.0154
2.197
-1.1297
-1.3142
1.7527
-0.5927
-1.5963
-0.9274
-2.5738
0.0868
-0.7312
1.2935
7.9431
-2.3908
-0.5088
0.377
-1.7671
1.1923
1.04
-1.0841
-0.0602
0.0767
0.0923
0.7354
-0.1224
-1.3093
-4.1418
-1.4324
-2.2916
-0.1389
-0.3883
1.0607
-2.3933
1.3283
1.4421
-1.3566
-1.6409
-0.3333
-0.7093
-2.3336
-1.1642
-0.0525
0.3922
-1.2969
-1.0677
-0.5323
1.9051
-1.8715
-1.519
-0.5951
-1.1679
-0.4339
-0.1219
-0.4579
-0.8324
-0.8016
-1.4371
-0.7768
0.9978
0.6023
-0.279
0.3453
-2.8072
-0.003
-1.9006
0.9643
0.968
-0.7995
0.2473
-1.4629
-1.252
1.4318
2.7273
-0.3119
2.3149
0.1617
-2.628
-2.0225
-2.9725
-1.254
1.9193
-0.1784
-1.3097
1.0202
-1.6329
-0.1441
-0.8239
0.7417
-0.1787
-1.9813
-1.5499
0.0069
1.191
-1.029
-1.2648
-0.6186
-1.1338
3.6021
0.0065
-0.477
1.7071
-0.2061
1.1329
-0.3619
-0.1373
-2.9455
-2.2806
-2.9882
-0.1413
2.5225
-0.1059
0.3214
0.0264
-0.1209
-0.7544
-0.0481
-1.5088
1.6598
-0.5764
-0.1661
0.9445
-2.1112
-2.4937
-0.5886
0.3917
-0.9593
0.384
0.9858
2.6772
-1.0479
-0.6634
-0.8253
-0.1226
2.4581
-0.9991
1.4654
2.4062
0.9416
1.9089
3.8836
-2.4061
1.9577
-0.5294
2.1903
-2.8546
-0.88
1.3229
0.9315
4.9715
-1.0744
0.9059
2.0815
-0.5268
1.6588
-2.595
-3.8296
-3.0832
0.9507
0.5667
0.2774
0.8664
-1.0937
-0.6797
-0.3081
0.6022
-4.3022
-5.8173
-1.2385
-0.0744
-0.4571
2.8067
-2.6371
6.7894
0.4234
-0.5865
-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
-0.9159
-0.7855
0.069
0.4623
-0.6243
-0.2024
0.232
0.39
-0.6279
2.0452
1.3928
-0.3665
-0.4453
0.0381
0.8703
-0.0237
0.7117
1.075
0.8064
1.7389
-0.7775
-1.0221
-0.0891
-0.6304
-1.2244
0.8001
-0.5967
2.0341
-0.0907
1.9949
-1.1442
-1.2415
0.7382
-0.683
-1.2614
-0.7618
1.0535
-0.6038
3.6764
2.5064
-0.1326
2.4715
-3.3516
-0.5036
1.347
0.9454
1.9603
160.3
0
56
62.62
MASTECTOMY
Breast Cancer
Breast Mixed Ductal and Lobular Carcinoma
High
0
LumB
1
Positve
Positive
2
NEUTRAL
Negative
Mixed
1
Post
1
Right
0
3.058
MDLC
Positive
0
null
29
1
Living
1.5414
1.4181
-0.2651
1.1242
-0.8776
1.1415
-0.5771
1.5014
0.3745
-2.6661
-0.3066
-0.733
-0.5379
6.5669
0.9122
3.0749
4.6391
1.7305
0.7427
-0.4142
2.4019
-1.3203
0.126
-0.4318
2.9726
3.1921
-0.042
0.07
0.0773
-0.8664
0.2574
-1.2463
-0.4772
-0.3596
-0.1589
-0.3664
-0.0204
3.1225
1.3514
-1.2103
-1.0828
-1.1325
1.0261
-0.608
-0.0643
0.08
-0.9624
0.9397
1.4227
-1.579
-3.4368
-1.9874
-0.485
0.0819
-1.4778
0.29
1.1709
-1.9083
2.649
-0.1225
-0.6196
4.898
-3.1598
-1.659
-0.9834
-1.2702
0.912
-0.177
-0.7512
-1.8145
-1.3619
-0.7273
-3.6466
-1.6081
-1.5147
0.802
0.4673
-0.4987
-1.1153
1.4051
-0.9293
-2.7117
-3.4416
-1.0789
-2.6592
0.7686
-1.3787
-3.3066
-3.7398
-3.3228
-0.3709
-3.667
0.1623
-0.2795
-0.7402
0.1343
-1.6338
3.6169
-0.1158
0.6008
-0.1224
2.4262
-4.8669
-0.4213
-2.3283
-0.7935
1.0579
-0.7858
0.2322
-3.7346
0.888
1.9218
-1.2879
-1.4126
-1.6412
-1.564
1.7968
-0.8258
-0.6023
0.0752
0.8259
3.0601
0.2744
-1.1895
0.048
0.8682
-1.0491
0.4234
0.2279
-0.3508
-0.356
-0.853
1.7258
0.9448
1.704
-0.8675
-0.392
2.3458
2.7315
-0.2976
1.1729
-0.8714
0.8387
-1.1591
-1.2873
1.8816
-1.6764
0.6128
-1.4651
-0.444
-0.7283
-2.1998
-0.5958
4.567
0.6175
0.7517
-1.5406
-1.7179
-0.3485
3.0711
-0.2907
-0.7323
-0.4824
-0.2561
1.9131
-1.2647
-3.7563
-1.3559
0.2129
-2.2942
1.4203
1.0179
-0.1447
1.4613
1.0272
-0.5048
-0.4841
-1.5753
1.827
1.1082
2.4462
1.019
-0.6745
-0.4202
1.2474
-3.258
-2.9632
0.3054
-1.1767
1.7978
-2.4952
-1.682
-0.1694
-0.4512
-0.0737
-0.1077
0.1501
-0.5412
1.0898
-2.9241
0.6783
0.6411
-3.6045
-1.3418
1.3415
0.3098
-0.4998
-0.5988
1.6524
-0.2144
-1.4609
0.1068
-0.5084
0.6851
-0.6955
-0.6333
-0.8078
1.0386
-0.7166
4.294
1.0736
1.2041
-1.1999
0.3467
0.078
-2.4702
-2.7337
-2.1353
1.9611
-0.8843
-1.1405
-0.1135
-2.2062
-1.287
-1.1842
3.5886
-0.5701
-3.5572
-1.1017
-2.9998
0.2512
0.8689
-2.2729
1.4226
1.2084
4.3802
2.4515
-1.0825
-1.5081
1.1632
-0.3138
-1.4384
-1.1114
0.2906
-0.3113
0.0632
1.6134
4.9469
-1.5898
0.83
-0.9119
-1.5914
6.5086
1.7904
0.4952
-0.6086
-0.7606
1.0389
-0.332
-1.5051
-2.1185
-3.5078
-1.2651
-3.3316
0.8078
-0.1938
-0.2061
-3.5538
0.5605
2.3299
-0.4421
-1.6786
2.2568
-3.9154
-2.4758
-1.4388
-0.8606
0.0425
-1.5531
0.4451
-0.315
-1.5189
-2.3989
-2.1361
-0.2548
-1.0967
0.3681
-2.4566
2.1145
-1.0265
-0.1291
-1.585
0.8815
3.7593
0.8402
-1.1163
0.1487
-0.9417
-0.4792
-1.4151
-1.1063
3.5644
0.2427
0.0528
-2.119
-0.7163
2.3965
-0.2831
-0.5712
3.0438
-1.2326
-2.9246
-3.1426
-1.5269
-1.4861
-0.013
0.2087
-2.6351
0.8641
-2.0574
-1.4794
-1.5538
-0.341
-0.9213
-1.6433
-1.6503
-0.7013
-0.7098
-0.6794
-0.4094
0.7109
-1.1688
1.0689
-1.1238
0.0809
1.4217
-0.2021
-0.7113
0.1545
-0.4428
-3.1806
-0.5402
-2.7903
1.752
3.773
0.7212
-0.3383
0.0205
-0.7117
-1.0064
-1.992
-2.0034
4.3549
-0.8381
0.7057
0.4652
-1.2783
-3.2326
-1.1114
-0.2914
-0.1104
0.3033
-0.2607
2.3981
-0.8144
-0.8049
-1.5842
-0.0909
1.9145
0.956
-0.0884
0.6384
-0.2844
0.956
5.8575
-0.541
0.1261
0.2359
1.1306
-1.6265
-0.4708
2.2224
-0.306
2.5968
-1.3862
-0.7455
3.7546
0.0853
1.2731
-3.9911
-3.8166
-2.6348
0.6277
0.824
0.0295
0.6431
-1.1098
0.0912
-1.4041
0.2537
-4.2998
-4.8502
-0.9422
-1.3065
0.0957
0.802
-2.0745
2.8983
0.952
0.1035
-3.288
-0.0466
-0.2083
0.9021
-1.2213
-1.0175
-0.1512
0.9943
0.5658
0.0747
-0.2479
1.3718
0.854
-0.6458
-1.1684
0.7413
-1.3483
1.4649
0.8637
-1.167
-0.4833
0.6955
-1.8162
-1.3157
-0.4238
0.6238
0.0812
-0.251
-1.232
1.5771
-0.073
2.0141
0.8656
-0.1954
-0.2592
-0.8223
1.2934
0.191
1.2907
1.2966
1.3773
0.8927
-0.1471
-0.8333
-0.3844
-0.1045
0.1526
0.832
-0.2563
1.6993
-0.9992
3.4502
-1.2625
0.4904
4.132
-1.6829
-0.4735
-1.0485
1.5266
0.6032
0.6174
1.1528
0.6656
-0.0289
-3.8333
-1.0682
-0.3657
1.0192
-0.7178
62.866667
0
60
45.43
BREAST CONSERVING
Breast Cancer
Breast Invasive Ductal Carcinoma
High
1
LumB
1
Positve
Positive
3
NEUTRAL
Negative
Ductal/NST
1
Pre
10
Right
0
4.046
IDC
Positive
1
ER+/HER2- High Prolif
23
2
Living
4.3585
-0.6071
1.5565
-4.863
-2.3251
0.872
0.4562
2.984
-0.3672
-0.5655
0.1898
1.3349
-0.1547
0.2834
2.3169
0.6213
1.4862
1.0507
1.5662
0.1246
-1.1385
3.6748
1.5702
-0.2086
0.4822
1.8093
1.4751
1.4714
1.2465
-1.7115
2.1728
-0.0284
-0.7682
4.3043
-1.626
1.9041
1.0714
-0.0709
1.6193
1.9973
1.7199
2.2426
0.8335
2.1177
0.8487
0.2063
0.6142
-0.6438
0.502
1.5369
0.6397
1.614
2.0832
-0.1127
0.3066
0.2934
0.3415
-0.2332
1.5057
-0.6588
0.1975
2.5175
-0.8064
1.5031
0.1375
-1.7441
0.1591
0.032
-0.5973
0.4549
-0.1319
0.205
-0.7324
0.2055
0.2689
0.8923
-0.946
2.2903
-2.9563
-1.0014
-1.7001
-2.3067
-0.3892
-0.5601
-2.1944
-1.1573
-1.0134
-1.5091
-1.2104
-0.3926
-0.7493
-1.3588
-2.2391
-0.5657
1.4996
-0.5368
-0.8075
-0.5763
0.9536
0.5905
-0.4341
0.9497
-0.2986
-0.3673
-1.629
1.1626
-1.5248
3.0624
-1.5457
-1.0379
0.9848
-1.3444
-0.0044
-0.7996
-0.0668
0.3921
-0.8886
0.5273
1.37
1.488
1.4968
-0.9439
-0.6885
-0.9123
0.6156
0.9086
-0.6416
1.1279
-1.2571
-0.0635
-1.0151
-0.7541
-0.0212
-0.9147
-2.4518
0.6455
1.4408
-1.7316
0.1045
-0.2463
1.7312
-1.0263
3.4281
0.0639
-0.0652
2.4478
1.0342
-0.1562
-1.4905
-0.9121
-0.2675
-0.5687
-0.5489
0.6261
1.28
-1.358
-1.1313
-1.8107
0.6299
1.8586
-0.864
0.1146
-0.7184
-0.3032
1.1166
-1.2913
0.1352
0.5528
0.725
0.6762
0.6538
1.4203
-0.9139
-1.0681
-1.0214
0.3088
-0.398
-0.3056
-1.6933
0.4106
2.7916
-0.9881
0.4252
-0.4832
1.4515
0.751
-0.2753
-2.5299
0.0959
-1.1386
-0.3773
0.0863
0.5463
0.129
0.6902
2.1055
-1.2913
-0.1884
1.2338
-1.6498
0.3506
-0.7205
2.3275
1.6377
1.3742
-0.4212
-1.8379
5.1899
-0.8515
-0.8542
1.4961
-1.108
1.2742
-1.1214
-1.6378
0.5974
0.2377
0.5652
-0.2735
-0.4717
-0.5028
-1.5875
-0.2067
-0.838
1.6125
-0.2827
-0.452
0.57
0.0326
-1.6863
-1.4523
-1.8585
-3.1874
0.703
-1.1706
-0.4879
-0.8808
0.3323
0.2932
-1.0095
-0.3997
2.571
-1.0176
-1.0147
1.3137
1.4315
1.1499
0.4798
-1.9012
-1.3646
1.9007
-0.1458
1.6202
-1.9382
1.0126
-1.4751
1.65
-0.2738
1.9741
-0.063
-1.6737
-0.9818
-0.3348
0.1559
-0.0241
-0.6756
-0.6525
-0.8225
-1.2115
1.4898
-1.3724
-0.0442
2.3387
-0.3019
-1.6505
-0.2702
-0.1151
-0.0457
-1.3151
-0.2709
-0.7396
-0.0201
0.5145
-2.6395
-1.4454
-0.7511
-1.1942
0.1389
-1.6083
-0.1638
-1.1314
-1.3557
1.4581
0.706
-0.1792
-1.8173
0.2095
0.7493
-0.3592
-0.0789
-0.1414
0.0793
-0.7466
-1.439
0.3254
-1.7656
0.2814
0.0042
0.7206
-1.8991
0.1809
-0.699
1.7283
1.1824
-2.5801
-1.5363
1.3892
1.1149
0.2136
-0.4403
-1.6671
-0.2514
0.669
-1.0898
1.3767
-2.3016
-0.844
1.2051
-0.4435
1.2632
-2.001
-2.1482
-0.741
-2.6384
0.5188
-2.4057
-0.3851
-0.2676
-1.1488
-0.0385
2.8887
-0.1428
-0.7976
1.0776
-1.181
-0.8047
-0.3288
0.6279
3.0875
0.0709
0.9613
0.9192
1.0919
-0.1579
1.7709
-0.8766
-1.1437
-0.3279
-1.8623
-0.281
1.7562
-0.9505
-0.3248
-0.1754
0.5807
0.6739
0.5247
0.5383
3.7582
0.0278
0.7862
0.231
-1.373
-0.922
-1.4898
-0.5666
-1.3237
-0.6024
0.3371
0.7416
0.372
-0.6266
-3.7265
-1.3204
0.8616
-1.7936
0.5656
0.6815
1.7096
0.6389
0.5
0.2297
-0.0172
1.3038
-2.0822
0.1023
-1.9747
-1.1258
0.4609
0.6654
-1.1536
-0.5467
0.2373
-1.0522
-1.4807
0.5435
-1.2677
-1.2051
-0.5911
-0.1433
-0.8992
0.9302
-0.4662
-1.0449
-1.0608
0.2553
-0.0492
2.291
-0.2923
-0.2236
1.1789
0.1035
-0.6917
-0.2359
1.1527
-2.2575
-0.2265
0.7819
-1.3701
-0.5315
-0.8827
-1.1749
-0.6893
0.2005
-0.5349
0.207
-0.4688
-0.2581
1.5329
-0.8216
0.0061
-0.3813
0.3284
0.7925
0.8583
-0.0179
0.2899
-0.2816
1.4653
1.7317
3.6925
-0.8535
1.1374
-2.1194
-1.6809
-0.5344
-1.7231
-0.4932
-0.3093
1.6906
0.7048
-0.1181
-1.5957
1.4816
-1.7844
0.4879
-0.5903
-1.0564
-1.156
0.9716
-1.913
-0.085
-0.8865
-1.4519
-0.1238
-2.8594
0.9311
-0.46
-1.2239
1.8932
-0.5688
-1.3892
0.9588
-0.0417
-0.6983
-1.1513
-0.3737
-0.1071
-0.7333
140.866667
0
62
52.14
MASTECTOMY
Breast Cancer
Breast Invasive Ductal Carcinoma
High
1
Basal
1
Negative
Negative
3
NEUTRAL
Negative
Ductal/NST
0
Post
10
Right
0
4.034
IDC
Negative
1
null
17
1
Living
-2.4444
3.6549
0.777
-0.6544
-1.8746
1.9614
0.1976
4.5382
1.6055
-2.316
1.392
0.2812
-1.897
9.5864
2.1827
6.2231
6.9539
1.4346
0.362
-0.0582
-0.2359
0.8841
-0.0344
-0.8592
2.7572
2.0888
1.8614
0.5575
0.9848
-2.1091
0.2373
2.0784
2.9738
5.8375
0.7613
0.7724
-1.416
3.4279
1.9234
-0.1774
0.9141
0.8695
2.642
1.1753
1.0091
-0.406
-0.3518
1.3531
1.0697
-0.5146
-4.493
-1.9881
-0.6684
-1.8641
-1.4605
-3.8527
1.0434
-1.2265
5.2375
-2.0373
0.0578
3.3417
-4.4151
-0.995
1.5042
-2.4059
0.3117
-1.8267
-0.1617
-1.0772
-2.75
-1.9554
-2.6597
-1.0315
-2.1779
2.4378
-2.649
0.1651
-2.9232
0.3846
-1.8512
-0.734
-0.6091
-2.4521
-3.0173
0.7475
-0.5987
-2.9114
-4.9158
-1.6588
-2.2122
-1.2887
1.307
-1.1623
0.1242
-0.6148
-0.8816
3.7761
0.5263
-0.9618
-0.746
3.3843
-3.4479
-0.982
-1.9612
0.3427
0.3784
2.943
-0.0579
-3.245
2.0793
1.7358
1.1315
-0.8189
-0.6991
-0.1234
-1.2196
-2.9944
0.2913
0.668
1.1813
1.9563
-0.8198
-2.48
-0.1813
0.6639
1.2721
-0.3357
-1.5505
0.5764
-0.4504
2.7777
1.4338
-0.9411
-0.7894
0.8749
0.3151
0.3081
1.0363
0.7657
0.5852
-0.577
2.524
0.1875
-1.6427
4.127
-1.1668
0.2324
-2.3867
-0.4088
-1.1905
0.6826
0.2577
4.2769
1.8358
-0.7952
-2.1927
-1.4293
-0.7936
7.9387
0.0741
-0.8011
1.5922
-0.488
-0.1236
-1.38
-1.7672
-1.9362
0.6853
-1.6073
1.4842
5.2484
-0.4595
-0.1366
-0.6669
-0.6202
-1.0391
-2.0009
0.9749
-0.6061
0.5093
-1.455
0.7409
1.7811
0.1985
-0.8514
-0.7204
-0.8736
-3.1098
0.1635
-1.5287
-2.5464
-0.3292
2.3288
-0.0995
-0.3025
-0.6887
-0.0422
1.9295
-2.2167
-0.3614
0.704
-1.4082
2.4846
4.0437
-0.5736
-2.4693
3.5473
-0.4782
-0.378
0.5204
-1.6763
-0.2818
1.5622
-0.4503
0.4551
2.0887
-0.0967
-0.651
0.7859
6.8708
-1.2046
-1.2142
2.4882
-0.304
-1.173
-0.1597
0.0636
0.0539
-1.4823
-2.1905
-0.7748
-4.2482
-0.7718
-1.1327
3.8657
-1.6467
-3.0595
-0.4485
2.2387
-3.1193
0.952
-1.9496
-1.1901
2.0422
1.7016
1.7913
-1.9711
-1.9868
-0.3841
-0.2446
0.2169
-0.5098
-1.6021
0.4264
-2.0708
0.6139
5.3124
-1.5587
-0.8165
-0.8874
-0.9149
0.292
0.817
-0.1195
2.3108
-2.4594
2.7031
-1.2496
-1.3601
-2.1037
-2.1801
-0.8523
-4.4428
5.3255
-0.9641
-0.0839
-4.3083
0.0172
2.3045
-2.3403
-2.0533
1.2875
-1.0879
0.1691
-2.3806
-0.8348
1.2612
-2.9647
-1.3427
-1.5129
-0.8849
-0.4853
-2.2158
2.1803
-2.0359
-0.6739
2.5897
2.6348
-0.6956
-0.8732
-1.5929
-1.817
3.9428
-0.6199
-1.7066
0.0727
-1.6747
-0.8264
-2.2379
1.1854
2.1322
-0.5687
-0.2098
-3.3875
-0.7996
3.0424
-0.8971
-0.4129
2.1365
-0.3552
-1.6476
-1.6358
-2.1533
-1.6325
1.0118
-0.7997
-3.1929
2.5454
0.295
3.4263
-1.6746
-0.2735
-3.0486
-3.648
-1.6744
-1.1044
0.1721
-1.2378
-0.7091
-0.9354
-0.8616
1.3084
0.4365
-0.3031
-0.8565
2.4011
0.8638
1.5411
-0.8719
-3.9218
0.5381
-2.7647
0.0922
3.9608
-1.9704
0.2078
0.2539
0.6432
2.4521
0.0478
-2.6326
1.7169
-0.0115
-0.0466
0.6179
-0.8541
-3.5596
1.2529
1.3654
-1.5232
-0.6575
-1.6319
2.644
-0.244
-0.0445
-1.6208
2.2587
2.2364
0.6891
1.091
0.1288
-0.7049
0.5252
4.8833
-1.5468
0.7071
-0.1968
1.9956
-2.6269
-0.2076
2.6923
-0.6835
2.7362
0.6353
2.5561
0.4538
-0.1739
1.47
-2.2484
-4.7261
-1.9358
-0.8655
-0.447
0.5688
2.5203
-0.8014
-0.9041
2.1746
1.0942
-4.3006
-4.2979
-0.7152
-1.0154
-0.6644
0.9036
-1.8
10.3325
1.1766
-0.5731
0.2699
-0.916
-0.1713
1.1194
-0.091
-2.9643
-0.1565
1.1339
-0.2281
-0.8485
0.049
-0.7584
-0.6
-0.1086
-1.8874
-0.1912
2.2386
-1.4569
-0.768
0.6434
0.6127
-0.6962
0.6515
-1.3002
-0.1625
-0.1957
1.2106
-0.2936
1.1665
1.3944
1.53
1.0562
2.6355
0.4052
-0.5743
-0.2282
0.8777
-0.3608
1.422
-0.954
-1.8339
0.0131
1.8252
0.3088
-1.1295
6.1404
0.9892
0.6037
0.2299
2.8497
-0.3876
4.1601
-1.0469
-0.2837
0.1764
2.3566
-0.8028
0.614
1.2837
0.4458
0.3798
0.9036
-0.0938
3.1622
-3.7254
-1.434
-0.6861
-0.0908
0.3446
153.966667
0
64
69.13
BREAST CONSERVING
Breast Cancer
Breast Invasive Ductal Carcinoma
Moderate
0
LumB
1
Positve
Positive
2
GAIN
Negative
Ductal/NST
1
Post
3
Right
0
3.036
IDC
Positive
0
null
18
1
Living
0.9407
1.969
-0.6174
1.8832
0.5866
-0.9574
-1.2465
-0.1306
0.6905
-0.1343
-0.6103
-0.595
-0.3905
6.0401
1.3046
2.0102
5.9159
0.8968
0.0011
-0.0716
0.7789
-0.9935
0.5697
-0.4414
2.1025
1.1786
-0.9025
-1.9823
0.5789
-1.2641
-0.7213
-1.0556
-0.5729
0.2822
-0.7494
-0.1915
-0.1115
0.1761
1.0785
-0.6229
-0.1028
-0.9629
0.4325
1.5127
0.2396
-1.088
-1.1582
0.8401
-0.5176
-0.3815
-2.1904
-1.3773
-1.0879
-1.4402
-0.7619
0.6018
-1.145
-2.1219
3.1895
1.2658
-1.5305
4.0525
-2.6572
-0.9392
-0.3985
-1.3849
-0.189
0.3327
-0.6
-2.1635
0.1448
-1.2373
-3.4064
-1.4885
-1.9264
1.7992
-2.6157
0.4473
-2.0436
1.0392
-0.7945
-2.79
-2.5839
-0.043
-1.5135
-0.9045
1.4871
-0.88
-2.0412
-2.5902
-0.4857
-2.5983
0.1226
-0.458
0.1953
-0.7015
-1.0354
1.3853
1.1819
-0.3817
-1.1172
3.6593
-2.1102
-0.3134
-2.0966
0.0836
0.8788
-0.9824
1.8347
-4.0657
0.8045
-0.2108
-0.4258
-2.0214
-0.7023
0.5269
-1.6279
-1.6377
-0.0408
-1.0264
-0.1045
0.8386
0.9768
-1.0343
-0.3249
0.5968
-0.4361
0.0913
-1.3227
0.0045
-0.5007
-0.1643
-1.7515
1.2855
2.4679
-1.5154
-1.0054
-0.102
1.6551
0.0314
-0.4681
-0.4335
0.964
-0.3514
-1.3654
-0.5883
0.53
1.1193
-1.1175
5.6639
-1.2223
0.927
-0.9901
3.5143
0.0523
0.1191
-1.7667
-2.0719
-0.1747
4.1848
-0.3928
-0.6087
-0.6351
-0.3414
-0.697
-1.5298
-1.0215
0.3633
0.3314
-2.5747
-0.457
3.8874
-0.264
2.5677
0.8838
-0.3137
0.9209
-0.4284
2.1686
-0.8107
0.8498
0.0501
-1.15
-1.0829
-0.2942
-2.0876
-1.373
3.3889
-1.5761
1.2279
-1.9739
-0.5834
0.6787
-0.7236
1.5841
-0.1156
-1.6819
-0.1496
1.3982
-2.2579
-0.3119
-0.2703
-0.1272
-1.0962
0.2836
0.7436
-0.4305
-0.3236
1.1711
0.4088
-1.3843
0.1553
1.8233
0.3793
-1.3461
-1.0901
0.1466
2.3164
0.2297
5.2089
-0.3675
-0.4075
-1.0381
0.074
-1.7366
-1.9695
-1.0261
-1.2295
1.2731
-0.7686
-1.3755
-0.0015
-2.2549
-1.0686
-0.2433
1.2541
0.0682
-2.1359
-1.301
-0.6941
0.142
0.9507
-1.3583
-0.4754
0.5067
1.5988
1.9158
-1.1449
-2.3162
0.7582
-1.5034
-0.9757
-0.6798
-0.4552
1.5795
0.8684
0.9382
8.858
-2.2544
-0.9252
-0.962
0.4578
1.8064
0.0231
0.1609
-0.5038
-0.6086
0.2039
-0.3096
1.4969
0.9871
-2.142
-1.5825
-1.8042
0.8071
1.278
0.7686
-2.7872
-0.1987
1.2597
-0.6487
-1.0624
1.4543
-1.2239
-1.0315
-1.7082
4.6876
1.1671
-0.2233
-0.6528
-1.048
-0.4967
-1.2186
-2.4235
0.2716
-1.3925
-0.2497
1.0254
0.8219
-0.6774
0.0531
-0.9106
0.0991
0.6349
-3.2487
-1.3111
0.0514
-2.1444
-1.071
-1.9617
-0.317
0.4818
0.7079
0.1353
-0.619
-0.7084
1.7829
-1.0161
0.9276
2.9702
-1.1515
-1.8267
-0.5567
-2.3674
-0.9335
0.9487
0.147
-1.469
1.2672
-1.6872
0.784
0.241
-0.0838
-0.9742
-2.4122
-1.4527
1.4439
0.5312
-1.0707
-0.3703
-0.5375
-0.544
-0.905
-0.224
0.7828
1.5014
0.2861
-2.0695
-0.561
0.5088
-1.7409
0.3894
-1.6362
1.5406
2.8942
-0.5327
-1.1674
1.5282
-0.8344
-0.1782
-1.931
-0.7695
2.8521
0.2522
-0.249
1.2291
-2.6034
-2.2099
-1.5807
-0.6434
-0.8084
-0.6071
0.0253
3.5087
1.0575
-0.3999
-1.2721
-0.6935
0.1531
0.4321
0.6702
-0.4444
0.293
3.8408
5.0373
-1.2757
-0.4198
-0.1599
0.9395
-0.9088
-0.2307
0.05
-1.1596
2.0337
0.0315
0.1925
3.2853
-0.5104
1.3002
-1.8368
-3.3688
-1.93
-1.1639
0.2331
-0.7286
0.4936
0.5333
1.8587
0.113
0.2322
-2.3677
-2.3149
-0.0576
0.0996
-0.5186
1.2331
-1.263
0.8782
0.2068
-0.5872
-2.0967
-0.0901
-0.5118
0.6314
-0.3637
-0.7853
-0.9405
0.9227
1.7591
-0.8074
1.4047
0.8574
1.2582
0.8196
-0.3651
0.2771
-1.1766
-0.7291
0.1989
-0.3546
0.5214
0.7634
0.5598
0.1511
0.4781
2.843
-0.2984
-0.3896
-0.4566
1.3725
-0.4339
0.2456
1.6635
-0.5752
-0.7196
-0.845
0.1687
-0.5821
0.2598
2.5489
0.6283
0.5641
-0.4113
-0.6197
-0.9044
-0.1974
-1.3852
1.9538
0.0552
2.828
-0.3392
2.0713
-0.8523
-1.3001
1.141
0.3472
-0.392
-1.2786
2.6546
-1.1647
-0.0474
2.077
1.0822
-0.3488
-2.6232
0.0989
-0.8832
-1.0515
-0.8522
108.933333
0
66
61.49
BREAST CONSERVING
Breast Cancer
Breast Invasive Ductal Carcinoma
High
0
LumB
1
Positve
Positive
2
NEUTRAL
Negative
Ductal/NST
1
Post
7
Left
1
4.032
IDC
Positive
1
ER+/HER2- High Prolif
16
2
Living
-0.0625
-0.9064
-1.3023
-0.3825
-1.2944
0.8292
1.4473
-0.1073
-0.0715
-0.7589
0.6794
0.193
0.0473
0.2567
-0.452
1.8999
1.1125
-0.2294
-0.2712
-0.707
0.3252
-0.5802
-0.7994
-0.2785
0.4608
-0.1492
-0.1458
-0.1844
0.101
0.2388
-0.2504
-0.5994
0.3928
-0.2536
-1.491
-0.9211
-0.8411
1.5837
-0.116
-0.1497
0.0252
-0.2103
-0.0246
0.3003
1.2878
-0.9073
1.2463
-0.0643
1.6146
1.3596
-0.0274
-0.0982
0.4112
-1.3506
0.1801
0.8969
-0.1305
-0.6717
-0.0296
0.6516
0.2447
0.5253
-1.1458
-0.3961
-0.7255
-1.3055
-0.2164
-0.5565
-0.3277
0.0987
-0.3089
-0.4935
-0.2148
-0.4275
0.2975
0.9705
2.1592
-0.6029
-0.1508
0.6355
-0.2913
-0.5279
-0.178
-1.3585
-1.4704
-1.369
0.0778
0.0831
-0.5483
-1.57
-0.2388
-1.39
0.2108
-0.9201
0.7946
0.8493
-0.7537
2.0159
1.1386
0.1659
0.3538
0.127
-2.6598
-0.6989
-0.3355
-0.0876
2.3415
-0.271
-0.1899
-0.5144
1.2451
-1.8878
0.1815
-0.7795
0.6756
-0.2169
-0.023
0.5559
-0.9905
0.5622
1.0213
1.9024
0.2304
1.4042
-0.4577
0.4902
-0.532
-0.2248
-0.4398
-0.807
0.0735
-0.241
-1.0709
1.4729
1.3831
1.1866
0.881
0.5927
1.102
0.7063
2.3977
-0.8243
0.1494
-0.9963
0.4675
-0.6432
0.3924
-0.3502
-1.0486
-0.7183
1.7782
-0.5218
-0.5623
0.5443
-0.5411
-1.9573
-0.1466
-0.5164
-0.4837
-0.1074
-1.3246
-0.2343
-0.5039
-0.2379
-0.3074
-0.8816
0.036
-0.302
1.014
0.3095
1.3361
1.4715
-0.5
0.111
0.2894
-0.0194
-0.2866
0.0064
0.1554
0.3452
-0.0797
0.1211
-0.6462
-0.2875
0.1649
-0.9911
-0.1209
1.2584
-0.4023
-0.9325
-0.8926
-0.6666
-0.5612
-0.3774
-0.6612
0.1735
0.0204
-0.4468
0.8961
-1.5465
-0.7453
0.9514
0.0299
2.7716
-0.2424
-0.7884
-0.4344
-0.5153
-0.2899
-0.1549
-0.5022
-0.4702
-1.4207
-0.2945
-1.0112
-0.0724
-0.8573
-0.2869
-0.251
-0.1198
0.0338
-0.3944
-0.8412
-0.754
-0.2509
-1.1812
-0.6023
-0.2386
-1.3681
-0.4377
-2.1615
-0.9572
-0.8392
0.9617
-0.4407
-0.0489
1.7716
0.6461
-0.6875
-2.2595
-0.0151
-0.2625
0.2201
0.6366
0.4283
-0.5651
-0.8761
0.0487
-0.8921
-0.4079
0.7879
-1.1937
0.2872
-0.556
0.1801
0.866
-0.5483
-0.2922
1.5958
0.3456
-1.2727
-0.3796
-0.3734
-0.5447
-1.1914
-0.5092
-0.2253
-0.4575
-0.0425
0.7375
-0.2285
-0.4235
-0.7266
-0.1569
1.113
-0.4619
-0.6128
-0.1348
-1.1366
-0.1248
0.7685
-0.5968
0.126
-0.6634
-0.7644
-0.4494
-0.6664
0.7802
-1.561
-1.4991
0.5777
0.0412
-0.2211
-0.5814
-0.5729
-0.7423
6.8674
-0.3767
-0.398
-0.7721
0.1714
-0.3702
-1.1479
-0.2591
-0.3831
0.4966
-0.4727
0.1174
-0.5659
-0.6617
-0.0206
-1.0356
-1.5437
0.6739
-0.717
-0.4024
0.2189
-0.8194
-0.0808
0.107
-0.7799
0.3882
-1.9954
-0.7962
-0.5252
-1.7048
0.9909
0.0966
2.076
-0.2551
0.277
-1.2033
-0.8334
-0.4439
-1.5998
-0.0438
0.7381
0.2395
0.1539
0.4741
2.2421
-2.075
0.2834
-0.2226
-0.708
0.2983
0.8631
0.029
-0.5838
-0.684
-1.108
-0.3744
-0.5411
0.4644
0.0239
-0.3145
0.4211
-0.2858
-0.9326
-1.2372
-0.1908
-1.1822
0.239
0.636
-0.2085
-0.9211
1.3025
-0.8167
-1.1632
0.9709
-0.2449
-0.2
-0.2679
0.5865
0.4899
0.2001
-0.6114
0.2498
0.3874
0.0019
-0.751
-0.2791
-0.9717
-1.0424
1.5721
1.1993
0.0898
-0.2168
-0.7258
-1.0699
1.0404
-0.6308
-1.1417
0.8317
-0.6242
0.9302
0.8245
-0.6694
0.3216
-1.0373
-0.0894
-0.2764
0.9785
-0.6113
-0.252
0.864
1.4058
-1.4982
-0.7031
-1.1892
-0.483
-0.0617
-1.0836
0.8485
0.06
-0.685
0.3273
-0.2176
-0.9967
-1.2535
0.8344
0.0189
-0.3818
-0.5902
1.3423
-0.6466
-0.4102
-0.228
-0.5872
0.3608
-0.5848
0.8543
0.328
0.953
0.4405
-0.1041
-0.2223
0.1552
1.0561
-0.8063
-0.4658
-0.74
0.2257
0.1751
-0.9478
-0.0648
0.5435
-0.1695
2.1585
-0.2177
-0.8135
0.6676
-0.2692
1.2373
-1.0449
-0.6977
1.2853
-0.0599
0.4689
0.4591
-1.1615
-0.5541
1.453
-0.8732
-0.3192
0.0443
0.039
0.4951
0.4942
0.8888
-1.2434
0.6502
0.0586
1.5724
2.4066
0.7676
0.661
0.7517
-0.8949
-1.2288
0.4227
-0.157
0.6778
1.6169
-1.6327
0.9158
5.0569
-0.7728
2.8982
157.433333
0
68
51.01
BREAST CONSERVING
Breast Cancer
Breast Invasive Ductal Carcinoma
High
0
LumA
1
Positve
Positive
1
LOSS
Negative
Tubular/ cribriform
1
Post
3
Left
1
3.024
IDC
Positive
1
null
12
2
Living
-1.1307
0.2092
-0.512
2.0882
0.2387
-0.4897
-0.4562
-0.4724
1.5497
-0.682
-1.6547
1.2491
-1.1572
5.8284
1.5744
2.5451
3.6546
-0.4047
-0.0482
-0.0679
1.0623
-0.2488
0.5447
-0.4196
1.2711
0.6761
-0.9538
-0.1327
-0.1481
-0.3733
-0.0244
-0.7003
0.1827
0.1739
1.7248
-0.9065
-0.5945
3.2136
1.0974
-1.2951
-0.4347
-0.8523
0.3018
-1.5153
-0.6768
0.1275
-0.994
1.1987
0.3023
-0.029
-1.2185
-2.1404
-1.5059
-0.681
-1.6967
1.3949
0.9442
-1.1529
2.1914
1.1344
-0.7596
4.1943
-1.5539
-1.0695
-0.0514
-0.4336
0.267
-0.9797
-0.854
-1.4216
-0.6245
0.9917
-2.1661
-0.9499
-0.0436
0.5779
0.5076
-0.1202
-0.6763
0.2976
0.2737
-1.9056
-1.2552
0.3671
-1.125
-0.4429
-0.1681
-1.34
-2.216
-2.1357
0.7305
-0.9817
0.3802
0.0209
0.0884
-0.0594
-0.9073
2.4068
0.8755
-0.2884
-1.3319
3.4013
-1.2973
0.3623
-0.3155
-0.1577
1.0393
-0.8094
1.3431
-2.1141
0.8346
1.6769
-1.0081
0.4817
-0.4149
-1.6399
-0.1595
-1.3805
0.051
-0.6134
-0.3126
2.1325
0.5824
-0.1252
1.277
-1.5694
-0.4224
-0.1318
1.3757
0.2915
-0.3253
-0.8272
1.3525
1.406
2.512
0.3437
-0.9423
0.5085
1.9056
0.6342
-0.1631
-0.2025
-0.5697
-0.3623
-0.5128
-0.4058
0.3842
0.7886
-0.0986
0.4247
-0.6711
0.314
-0.3958
3.393
-0.6513
0.5165
-1.3452
-0.562
-0.632
2.89
1.9654
-0.7379
0.5828
0.5458
0.0356
-0.1738
-1.1844
-0.9404
-0.065
-1.7012
-0.4826
2.2633
-0.6169
4.1601
0.2855
-1.3944
0.2033
-0.0684
1.2464
-0.8197
-0.6045
-1.2727
0.5441
0.0678
-1.1218
-2.3937
-2.0616
1.0952
-1.2328
2.5446
-0.6227
-1.0565
-1.0135
0.2064
-0.8556
0.1808
-0.2793
-0.4146
1.6267
-2.0941
-0.7614
0.3643
-1.4433
-1.4856
-0.1336
0.9886
-1.0619
-0.438
-0.3979
-0.3594
-0.4559
0.7967
-0.8357
-0.5939
-1.156
-2.1188
1.6003
-0.4819
-0.9729
-0.4927
1.201
1.2467
2.2183
0.8721
-1.7653
-1.2385
0.2178
-0.6979
-1.8723
-1.395
-1.1646
1.9432
-0.6028
-1.8854
-0.8012
3.0562
0.5791
-1.563
-1.0438
-1.0083
1.6155
0.3544
-0.8531
-1.6497
-0.0359
3.8416
3.0351
-1.1489
-0.7543
-0.7348
-1.5245
0.3492
-1.1844
0.8611
-1.4141
-0.2898
1.5604
5.5887
-0.6087
0.0275
-1.8383
-0.7419
1.3242
0.2398
-0.0822
-0.1293
1.4588
-0.879
0.1458
-0.2708
0.0056
-2.605
-1.7305
-1.1831
-0.5121
-0.3764
-0.383
-2.6514
-0.5099
0.9176
-0.239
-1.6011
1.331
-1.3505
-1.8716
-1.4884
-0.4097
1.0224
-0.3456
-0.6722
1.1656
-3.2332
-1.5504
-1.3175
-0.8513
-0.097
-0.4233
-0.9932
0.2152
-1.4512
-0.7379
-1.3565
-0.1245
0.5145
-0.0963
-0.3739
-0.1598
-0.5657
-0.3127
-0.9585
-0.1812
1.395
0.5193
-0.5759
0.1606
-0.5878
0.3663
-0.2636
0.0178
2.2488
0.5599
-1.3652
-0.7807
-2.3593
-0.0236
0.7295
1.1248
-1.5086
1.3684
0.3006
0.9754
-1.0875
-0.4546
-0.0816
-0.6998
-0.1701
0.3679
0.537
-0.3299
-1.7751
1.5327
-0.863
0.5269
-0.5622
0.8187
2.949
1.5153
-0.1572
-0.5619
0.3901
-2.5625
-0.0014
-0.9665
4.7391
3.19
0.4467
-0.1167
-0.2186
0.833
0.4869
-0.405
-0.3914
3.4631
-0.5527
-0.1622
-0.4538
-1.6109
-1.7229
-1.2234
-0.2011
-0.7452
0.645
-0.4785
1.7996
-1.0484
-1.3352
0.1686
0.5488
1.7625
-1.0768
1.421
1.0803
0.6937
1.8104
4.5985
0.6823
-0.0408
0.1233
0.9645
-0.5059
-0.8096
-0.1114
-0.4897
1.5744
-1.185
-0.3659
1.7347
0.2184
1.8864
-1.6958
-2.4547
-1.1262
-0.2337
0.7575
0.0643
1.4301
-0.9105
-0.8027
-1.366
1.0385
-1.7649
-2.895
-0.2017
0.1595
1.3627
2.0707
0.0691
2.3916
0.8638
0.5775
-1.2225
1.7296
-0.33
1.0834
0.9619
-1.2145
0.3181
1.7757
1.5386
0.3957
-0.2663
0.7313
0.2469
0.4363
-0.0767
0.5886
-0.5448
0.7689
0.3183
-0.0619
-0.0395
0.7986
0.4939
-0.6519
-0.2195
0.3206
0.2008
-0.4659
-1.0215
-0.0782
0.9214
1.8669
0.0016
-0.0828
-1.4634
-0.4184
-1.4161
0.0779
0.7851
0.9365
1.1283
0.9975
-0.1542
-0.6777
-0.4186
1.6261
-0.9919
0.4545
0.4005
1.4453
0.0962
1.6778
-1.1466
-0.1619
-0.3309
-0.4409
0.4376
0.4273
1.7559
-0.6875
-1.194
0.7735
1.5842
-0.72
-2.0699
-1.8433
1.2526
-1.0293
2.944
103.133333
0
79
50.42
MASTECTOMY
Breast Cancer
Breast Invasive Ductal Carcinoma
High
1
Her2
1
Negative
Negative
3
NEUTRAL
Negative
Ductal/NST
0
Post
10
Right
4
6.08
IDC
Negative
1
null
40
2
Died of Disease
0.0576
3.5573
-2.4645
-0.2563
1.1849
2.1233
-0.2009
3.875
-0.5605
-1.9794
-0.7746
0.4248
-0.9265
7.6033
2.4606
3.7905
6.4504
0.4627
-0.8815
-0.5819
0.9887
0.7192
-0.0394
-0.8257
1.3679
2.3691
-0.1363
0.9162
1.9977
-1.7918
2.6367
-0.7109
-0.176
-0.8595
0.2405
-0.1288
-0.4714
2.8843
2.1239
-0.1233
0.797
-1.1575
1.5528
-0.0565
-0.7169
-0.8732
-0.6708
0.112
-0.2225
-0.7942
-1.6902
-1.7426
-0.7763
-1.9669
-0.092
-1.6373
2.4717
-1.9908
2.7213
-1.0743
1.2403
3.0794
-2.6468
4.7269
0.3527
-1.0772
-0.133
-0.1982
0.3809
-1.1518
-1.9158
-0.3
-1.7663
-0.223
-0.9648
1.7431
-0.1568
0.3765
-0.9272
0.2496
-1.5956
-2.5296
-0.7717
-1.6227
-2.2455
0.0104
0.073
-2.7585
-3.5196
-2.1011
-1.0972
-0.5021
0.029
-0.9778
0.2808
0.177
-2.6249
1.2796
1.6677
-0.9809
0.4374
1.5519
-3.1428
-0.3626
-3.4074
-0.9304
-0.2966
-0.9086
1.0301
-2.1034
1.2921
1.0769
0.6403
-0.4842
-0.7874
0.8089
-0.2613
0.4523
-0.2462
-1.5793
0.415
0.4433
-1.4463
-0.9573
0.6464
2.4484
-0.5466
-0.0666
-1.0605
0.2106
0.2286
3.2147
0.4034
-0.9441
0.6185
0.5693
-0.7463
-0.3962
2.417
0.8269
0.6174
-0.3428
1.5451
-0.1661
-1.0758
0.8166
0.2216
0.6388
0.186
-0.0364
-0.8822
-0.3236
-0.6682
4.6042
0.4654
0.4787
-1.2502
-1.3565
-0.8321
2.4854
-0.3962
-0.8118
-0.4208
1.0018
0.3038
-1.1099
-1.3178
0.3325
-0.0789
-0.6623
1.1383
0.9542
-1.0858
4.5114
-1.7244
-0.2139
1.7705
0.4232
1.0288
-0.4085
-2.2646
-0.0516
0.1186
-0.7967
1.2644
-1.7724
-0.7167
-0.213
10.9858
1.485
-1.1235
-1.4751
0.2808
2.0473
-0.2601
2.5938
-1.565
-0.2579
2.6022
-2.8098
0.7386
-0.2101
-1.2965
0.5643
0.0085
0.9566
-1.1453
-0.2392
0.565
-0.3292
-1.2976
0.6287
0.7346
-0.356
-0.5354
-0.1703
-0.3073
-0.907
-1.0307
0.1884
-0.7674
-0.0942
0.291
-0.218
-1.4275
-1.4442
-2.0109
-2.072
0.7422
-0.5509
-1.6356
1.0915
-1.4354
-1.1737
-0.9652
3.1168
0.2745
-1.0287
-0.7393
-0.3917
-0.4561
1.8294
-1.2839
0.9779
1.6711
1.0922
2.6411
-1.3559
-2.0028
-0.7307
0.0533
-0.6847
1.5039
0.7613
0.4451
-1.6558
0.4938
4.7798
-1.4978
-1.7928
-1.068
-0.649
0.0083
0.8509
0.9946
-0.537
-0.1465
-0.3135
0.5883
-0.1876
-0.2356
-2.3548
-1.5332
-2.4039
-0.7767
-0.2685
-0.8581
-2.0095
0.3365
0.7032
-2.553
-1.1046
0.7634
-1.8922
-1.1169
-1.7537
-0.6265
-0.7247
-1.7357
-0.4776
0.0692
-1.5124
-0.5162
-1.8702
0.6606
-1.4001
-0.1914
-1.54
0.7591
-0.6119
-0.1098
-0.9378
-1.3933
-0.0071
-0.3667
0.0334
-0.8056
-1.0185
-0.0747
-0.7712
-0.1854
-0.4041
-0.1746
-0.0115
-0.8709
-1.6812
0.9234
0.6614
1.5427
-0.1301
0.2579
-1.1536
-2.0958
-2.5144
-0.9804
0.1728
1.4378
-2.3654
0.8549
-0.3847
-2.2071
-1.2394
-0.8997
-0.3329
-2.5166
-1.3759
0.5371
1.0383
-0.5281
-0.1673
1.2826
-0.7717
1.3348
0.2784
-0.132
-0.3334
-0.6724
1.1905
-0.5085
-0.3784
-3.2052
0.4561
-1.7701
2.2471
2.2658
1.4089
1.795
-0.1953
-0.0743
-0.6216
-1.0809
-1.0489
2.7647
0.4152
0.3347
0.5173
-1.9074
-0.0911
-0.2302
-0.2151
-1.1251
1.0504
0.3698
1.271
1.1258
-0.8599
0.6484
-0.1932
-0.8256
1.0228
0.4192
-0.0953
0.2323
1.4689
4.1085
-1.7559
-0.5163
-0.9132
1.4742
-1.3675
-0.3376
2.174
-0.4765
3.664
-1.3617
1.8248
0.9315
-1.0313
1.5657
-2.2045
-2.8454
-2.9233
0.1362
0.2646
-1.1458
1.6008
-0.1037
-0.7604
0.1379
1.2698
-2.6384
-3.5227
-0.4576
-0.1648
-0.7046
0.6284
-0.1088
2.4565
0.0854
0.174
-2.5992
-0.5436
-0.3013
0.7837
-0.2383
0.0786
-0.4155
2.2509
0.6107
-0.1246
0.878
0.6176
0.8247
0.1593
0.6448
0.3669
0.5985
1.2802
1.014
-0.6476
0.2563
-0.7712
1.8351
-0.9429
0.1453
-0.2327
0.2005
4.1761
-0.3196
1.4407
1.6233
1.7596
0.0357
-0.1602
-0.86
0.1727
0.6334
-0.655
0.8873
1.5719
-0.0082
0.8146
-1.1894
-2.3139
-0.3064
0.237
-0.3727
0.5404
0.3938
1.9456
-0.5747
2.7248
0.1171
-1.8078
-0.4717
-0.2999
-1.1837
-0.672
1.6292
0.5388
0.7492
0.9829
2.688
-0.0811
-2.8025
-2.064
1.928
1.0671
2.3138
28.5
1
81
49.61
BREAST CONSERVING
Breast Cancer
Breast Invasive Ductal Carcinoma
Moderate
0
claudin-low
1
Positve
Positive
2
NEUTRAL
Negative
Ductal/NST
1
Pre
3
Right
0
3.048
IDC
Positive
1
null
24
2
Living
-0.6776
0.351
-0.5372
1.5037
0.3324
0.383
-1.3086
1.451
1.9016
-1.4424
-0.9774
0.475
-1.7221
6.4245
1.0477
1.1668
4.0138
1.227
-2.0812
1.9097
1.4429
-1.4445
0.0195
-0.3613
1.2367
1.3807
-0.9348
-1.4426
-0.4441
-1.3482
-0.73
-0.1905
1.0163
0.3754
-0.0767
-0.8848
0.8079
3.5944
0.7796
-0.7688
0.8835
-0.7346
0.2368
0.3217
-1.1439
-0.2364
-2.0376
1.2416
2.6574
1.2006
-1.2366
-2.4856
0.9107
0.3482
-1.5967
-0.2429
1.0898
-1.4792
4.4047
-0.6859
-1.5843
4.8276
-2.7527
-2.0873
-0.2219
-1.5395
-0.1307
1.1867
0.1688
-1.2525
-2.215
0.4263
-2.0197
-0.4956
-2.0892
1.9044
-2.1649
0.0401
-1.1804
0.8124
-0.9868
-3.6459
-1.1583
-0.996
-3.812
-0.0946
-0.4282
-2.5624
-3.4582
-1.4157
-0.2549
-1.8083
1.3103
-0.2541
1.5259
-0.988
-1.9459
2.8782
2.1498
0.5365
-0.9262
3.7814
-4.1976
-0.1008
-2.0622
0.3755
-0.6549
0.0025
1.7769
-3.9502
3.6541
2.2527
-1.1981
0.8059
-1.8272
0.1515
-1.0705
-0.494
1.6985
0.1231
-0.6424
0.4864
-0.2239
-1.7314
0.9687
0.3429
-1.1003
0.0487
-0.3896
0.4588
0.9178
-0.5175
1.1621
-0.9141
2.5028
-0.491
-1.3061
1.5315
3.5192
-0.2154
1.6958
0.2417
0.7002
-1.0805
-0.0952
0.9199
0.1729
0.0251
0.2072
0.744
-1.3468
1.8651
-0.7437
4.3406
-0.7298
2.9378
-1.5728
-2.698
0.379
5.4348
1.0671
-0.5424
0.1393
0.8274
-0.1047
0.3429
-1.3796
0.6488
-1.1032
-2.0021
2.668
4.1577
-1.8242
5.2533
-0.5226
0.3312
-0.0044
0.2715
1.1269
-0.6124
-0.9475
0.5318
0.7657
0.3786
-0.6058
-3.2805
0.0239
0.6808
-1.7883
2.612
-3.0748
-0.9903
1.0974
2.2347
0.0258
-1.1365
-2.3119
-0.3043
1.6078
-1.8962
-0.4454
-0.2582
-0.6044
-1.0126
1.187
-0.1005
-0.177
-0.0947
0.1347
0.2568
-1.3704
2.1301
-0.0091
0.5435
-0.4951
-1.7881
-0.3361
-0.0002
-0.1267
-0.1822
1.623
0.1159
1.914
1.4358
-0.5057
-1.9755
-0.9825
-0.8816
-0.5721
-0.5151
-1.4496
2.1422
-0.86
-2.1834
0.2003
4.6913
0.4694
-3.1273
-0.9693
-2.0608
-0.1192
-0.7768
-1.5506
0.6371
0.3983
0.8081
2.6797
-1.5803
-0.9111
0.5755
-1.575
-0.9166
-1.339
-1.033
0.7192
-1.0497
0.5606
10.2384
-2.8632
-1.4484
-2.5304
-1.2004
1.906
1.116
0.6034
1.98
0.5589
0.4494
1.0835
-0.1182
-0.0706
-3.1336
-1.8211
-2.5348
-1.1852
-0.047
-1.6513
-3.2851
-1.9005
1.0134
-1.5485
-1.4236
1.0236
-1.2452
-1.7643
-1.3453
-0.335
0.8474
-0.0368
-0.4023
1.4652
0.6271
-1.9497
-1.3474
1.7586
-1.3422
-0.2082
0.4326
0.4495
-0.0467
-0.9509
-1.3098
-0.3656
2.9568
-1.069
-1.3036
-0.0493
-2.8518
-0.8875
-0.6214
0.3072
0.1821
0.4559
-1.4469
-1.1213
-1.8122
2.2513
0.3043
-1.1144
2.7635
0.6404
-2.9928
-0.509
-2.5524
-1.6401
0.498
1.5469
-1.5878
1.0964
-0.3973
-0.5533
-1.5007
-0.6594
0.407
-3.4899
-1.7987
-1.3012
-0.8791
-0.133
-1.2027
1.4308
-1.4812
1.1958
-1.1665
0.8671
2.7373
-0.1741
0.1727
-0.4413
1.4781
-3.8118
1.2041
-1.8877
0.5836
2.3392
0.4688
3.7219
1.305
0.4811
0.2741
-0.1902
-1.8041
2.9363
0.4361
0.0483
1.0222
-1.7499
-3.494
-0.8418
-0.203
-0.6838
-0.1012
1.0509
3.0155
-1.303
-1.0671
1.4444
1.4463
2.2737
0.6233
0.862
0.0954
1.2629
2.2657
5.209
-1.2028
0.3226
-1.2294
0.8909
-1.3944
0.0507
1.2587
-0.3601
6.7814
-1.5404
1.9343
1.6047
-0.2343
2.4069
-2.7032
-3.5097
-2.4994
0.6345
1.9134
0.0062
0.066
-0.6449
-0.1395
0.253
0.2537
-3.7563
-4.2925
-1.8848
0.0327
0.7059
3.5442
-1.0542
7.37
0.7256
-1.3689
-1.7164
0.1352
-0.3683
0.0226
2.5518
-1.7561
-0.4905
2.7456
-0.3377
1.1897
-0.4138
0.0377
0.0719
0.201
-0.6674
-0.0985
-0.6586
3.2344
0.7152
0.376
-0.448
-0.9187
0.6839
-0.3912
-1.2164
0.2639
0.3833
-0.4106
-0.3953
0.3608
-0.991
2.7528
0.1364
-0.1762
-0.4931
1.1663
-0.3349
0.7379
0.7693
2.3844
0.9412
0.6745
0.0772
-1.9916
-0.5174
1.369
-0.3245
0.968
0.2983
2.189
0.2807
1.7783
-0.7189
-2.5383
1.6257
-0.2114
-1.9886
-0.6567
2.1249
-1.0155
-0.7952
1.2918
-0.104
-1.5091
-3.5127
-1.7635
1.9025
5.2382
0.561
69.5
0
83
64.85
BREAST CONSERVING
Breast Cancer
Breast Invasive Lobular Carcinoma
Moderate
0
LumB
1
Positve
Positive
2
NEUTRAL
Negative
Lobular
1
Post
2
Right
0
3.026
ILC
Positive
1
null
13
1
Died of Disease
0.5759
2.2809
1.1167
0.3935
0.3104
0.5839
-0.277
2.5278
0.8594
-1.3295
0.3594
1.112
-0.5631
5.2876
1.4703
2.7389
3.329
1.015
-0.3882
2.5658
1.7556
-0.2128
1.3261
1.2904
2.8788
1.927
-0.9184
0.2047
-0.0341
0.2549
0.4928
-0.5914
0.0203
0.2453
0.0018
-0.6676
-0.4639
3.497
3.76
-1.0093
-0.2943
-1.8963
0.502
-1.5133
-0.05
0.3255
-1.3769
0.8814
1.186
-1.1004
-2.6025
-1.5776
-0.5313
-0.5044
-0.1339
0.2357
1.176
-1.4613
3.513
-0.0725
-0.8396
3.1644
-2.8587
-1.197
-0.4518
-1.0829
-0.9334
-0.7055
-0.53
-1.3541
-1.6754
0.1614
-2.1114
-1.1752
-1.2465
0.9214
-0.6785
0.0137
-1.0342
3.0085
0.7058
-2.3312
-1.6503
-1.3901
-1.8543
-0.4319
0.3478
-2.3039
-3.2174
-2.2855
-0.3234
-1.4476
0.5531
-0.1031
-0.3688
0.4477
-1.5197
3.6391
1.0533
-0.7961
-0.8366
4.4913
-3.4385
-0.4989
-1.4714
-0.6081
0.4168
-0.7991
0.844
-2.5344
1.8976
1.7957
-0.4517
-0.5213
-0.6556
-0.2729
-0.5668
0.4368
0.1675
-0.3858
0.1902
0.1431
-0.3513
-0.3429
1.0078
0.217
-0.9147
-0.6116
-0.5501
0.2318
0.0213
-0.3865
1.9096
-0.9056
1.5995
0.086
-0.5166
0.685
2.0199
-1.3301
0.99
-0.2299
-0.1327
-0.6887
-0.9797
1.7065
0.4345
0.3988
-0.8542
0.6541
-0.3952
1.3878
-0.5259
4.1243
-0.2544
-0.0423
-1.2454
-1.0632
-0.3706
3.133
-0.1691
-0.8764
0.3178
-0.0494
0.0971
-0.6564
-1.3545
-1.0057
-0.3903
-2.9365
0.5707
1.2509
-1.5926
4.4775
-0.2584
-0.2551
-0.6303
0.5972
1.18
-0.0488
-0.1304
0.2752
0.4645
-0.0928
-1.3529
-3.1835
-1.2012
1.2087
-2.8298
2.5752
-2.5699
-1.8579
-0.8963
-0.7897
-0.2318
0.2923
0.2055
-0.6834
1.9408
-2.2343
1.3828
0.3572
-0.4689
-0.2912
-0.2467
0.0403
-1.3383
-0.4345
-0.4303
-0.058
-1.0812
-0.2507
-0.1891
0.3747
-0.9599
-0.3233
1.51
-0.5032
-0.7033
-1.1791
0.2152
-0.1066
0.4992
1.008
-2.0933
-2.5258
-1.2968
-1.5396
0.3888
-0.4225
-1.3022
1.2564
-1.6958
-1.527
-0.7904
3.2782
0.4456
-2.6443
-0.6591
-0.9679
0.6384
0.5537
-2.8551
0.8101
0.0027
2.4308
2.2586
-1.9772
-1.9528
0.4977
0.3932
-0.6369
-1.2732
-0.185
0.1436
-0.3382
1.3743
7.3044
-0.6251
-1.6508
-1.3286
-0.942
0.0042
1.2816
0.8821
-0.1733
0.6197
0.3471
0.7827
-0.1636
-0.6856
-1.6115
-1.5304
-2.1581
1.431
-0.7245
-0.9088
-2.8323
-1.1227
0.6123
-0.8607
-1.1697
0.868
-1.5813
-0.8476
-1.7506
-0.6248
0.1335
-1.3351
0.1034
0.0528
-0.0013
-1.2955
-1.1547
-0.9438
0.1916
0.1829
0.0291
1.2942
-0.8083
-0.3869
-0.7489
-0.1063
0.1092
0.2499
-0.8719
-0.7025
-1.7207
-0.6667
-0.4455
-0.9536
0.2675
-0.141
-0.4585
0.3232
-0.9618
2.0156
0.3337
0.314
2.8411
0.3799
-1.4364
-2.0103
-2.9769
-0.9689
1.232
1.6299
-3.399
2.0099
-2.1011
-0.3772
-1.4735
-0.6415
-0.1031
-2.6472
-0.854
1.0447
-1.1699
0.8639
-0.3731
1.2355
-1.8419
1.5834
0.2089
-0.4833
0.9845
-0.7249
0.179
-0.5494
-0.2731
-2.2133
-0.151
-1.8785
0.7808
2.5856
0.347
0.0607
-0.485
0.5791
-0.3702
-0.1902
-1.5904
4.4607
-0.4954
-0.2443
0.3445
-1.2528
-3.0917
-1.0442
-0.6147
-1.0912
-0.0455
0.2491
2.2754
-0.3326
0.4893
0.5875
1.3305
2.1869
-0.068
0.6874
-0.3755
0.273
1.3432
4.3957
-0.6423
-0.5963
-0.9539
1.0321
-2.0129
0.4272
0.8543
-1.1564
1.9729
-1.1074
0.9932
4.1788
-0.219
0.9965
-1.8224
-3.4132
-1.4144
-0.3312
0.7841
0.3764
1.2928
-1.3927
-0.2562
-0.8583
0.2903
-2.9587
-2.8037
-0.8225
0.0455
-0.291
1.6759
-0.5908
0.9469
0.465
-1.5206
-2.4512
0.5149
-0.3251
1.576
0.4681
-1.3049
-0.5297
2.5332
1.037
0.3662
0.182
1.2047
0.8361
1.0667
-0.5387
1.6068
0.0902
2.066
1.6533
-0.4137
0.5266
-0.3412
0.1748
-0.9669
-0.4677
0.087
2.0414
-0.4063
0.6964
-0.2189
-0.7646
1.7727
-0.4158
-0.3032
0.3746
-0.3322
0.6704
1.1932
0.7135
2.6609
1.7615
0.4039
1.1246
-0.5053
0.09
2.5933
-0.3807
1.0634
-0.0263
1.566
-0.1296
2.5764
-0.3719
0.0061
0.3871
-0.5851
0.2935
0.3481
2.1122
-1.143
1.5182
2.2153
0.9202
0.9877
-3.4088
-2.6343
0.0834
1.1735
-0.2335
86.066667
1
93
43.55
BREAST CONSERVING
Breast Cancer
Breast Mixed Ductal and Lobular Carcinoma
High
0
LumB
1
Positve
Positive
3
NEUTRAL
Negative
Mixed
1
Pre
3
Left
1
5.028
MDLC
Positive
1
null
14
2
Living
-0.2157
0.2768
-0.0294
0.845
-0.1817
2.8531
-0.0059
1.3728
0.0104
-0.4436
-0.5812
1.6372
-2.2417
4.1325
1.3187
2.562
2.9021
0.9718
0.2273
0.1519
2.5847
-0.3794
0.2581
-0.1038
1.0394
0.9701
-1.0403
0.1036
-0.2402
-1.5034
0.4757
-0.1521
0.7251
0.8194
1.44
-0.8788
-0.0091
2.8179
2.7307
-0.9406
0.3847
-1.1824
-0.6145
-0.6887
-0.7529
-0.3697
-0.9444
0.6079
3.4106
0.7866
-0.0953
-2.3119
0.0551
-0.6418
0.0681
0.1594
0.5263
-1.9327
3.1745
-0.7399
-1.0403
3.4236
-3.0403
-1.0598
-0.181
-0.7319
-0.3258
-1.7186
-1.3392
-1.2855
-0.7395
-0.219
-2.0975
-1.0628
-1.5111
0.7846
-2.039
-0.4853
-0.9708
0.6077
-0.192
-2.1549
-1.9699
-1.0257
-1.5506
-0.7826
-0.5121
-1.4898
-2.337
-1.6601
1.0414
-2.0431
-0.0689
0.4471
0.707
0.4393
-1.5013
2.149
0.5677
-0.8837
-1.5015
2.6692
-2.7644
-0.6933
-0.6865
1.7224
-0.5198
-1.1144
1.5111
-3.0133
0.3059
1.2251
-1.3596
-0.2707
-0.9377
-0.6984
-1.2252
0.279
0.7533
-0.0686
-0.3854
1.0569
-0.0259
-1.076
-0.096
0.8625
-0.6709
1.1732
0.0971
0.0424
-0.1745
-0.3718
-0.4506
1.3348
2.2805
-0.2514
-0.3493
1.1544
1.5311
-0.2694
0.7879
-0.7876
0.3619
-1.3617
0.2432
0.3951
0.3772
2.1044
-0.503
-0.3416
-1.1562
0.6146
-0.6276
3.4
-0.7674
2.0009
-0.8736
-1.3624
-1.2681
3.4703
0.087
-0.5912
-0.5779
0.2955
-0.8956
-0.3369
-1.7814
1.2977
-2.2687
-0.1452
1.2405
3.6318
-1.1363
2.9089
0.0768
-0.3207
0.2298
-1.0413
1.2794
-1.0081
0.708
-1.2683
-0.2958
0.0259
-0.0018
-2.6855
-0.7968
1.9994
-1.0842
2.3715
-1.1366
-2.1637
-0.3776
1.8202
0.347
-0.8949
-2.2957
-0.3014
2.4978
-1.6777
0.0471
0.0978
-1.5382
-1.2855
3.1234
-0.2348
0.2703
-0.5176
1.7693
-0.8354
-0.7221
0.9179
1.1312
-0.0602
-0.319
-0.1302
-0.9546
-0.3439
-0.6009
0.6236
1.1575
-0.2692
-0.1085
1.0046
-1.494
-1.0161
1.2638
-1.2278
-0.8497
-1.7405
-0.1402
1.6384
-1.3927
-2.5589
-1.082
3.8229
0.526
-2.4055
-0.7726
-1.355
1.401
0.1461
-2.4817
-0.0291
-0.2038
-0.2289
1.6131
-0.5755
-1.4975
0.2935
-2.0999
-1.2207
-1.9314
-0.3863
-0.3362
-1.1702
1.4078
5.2864
-2.0214
-1.0818
-2.2451
-1.2582
0.1675
0.7953
0.9246
0.4756
0.3602
0.2692
0.9387
-0.7045
-0.7849
-2.1226
-1.8921
-1.9832
0.3921
-0.6903
-1.3802
-2.3813
0.1032
1.7464
-0.8471
-0.9891
0.9592
-1.0225
-1.476
-1.1078
0.4769
0.4514
-1.1264
-0.3281
1.0919
-1.1825
-0.926
-2.0104
0.1136
-0.775
0.3609
0.5534
-0.2948
-1.0007
-0.7305
-1.0574
0.2689
0.4518
-0.3297
-0.5596
-0.4022
-1.5102
-0.2981
-1.1627
-0.134
0.1881
-0.8234
-0.5572
-1.5365
-1.0915
2.3825
0.9105
-0.0894
3.0796
-0.1238
-2.7397
-2.9502
-3.1305
-0.5923
1.2481
1.179
-2.0157
1.7912
-0.2189
0.2139
-0.6771
-0.8058
0.0052
-1.1328
-0.5718
0.4611
-0.9248
-0.5364
0.667
0.7623
-1.1045
0.5295
-1.3204
0.2094
1.0437
0.4151
-0.0726
-0.6904
1.8054
-1.6754
0.242
-1.5625
4.1862
2.2838
0.2914
1.9589
0.0705
0.3115
-0.4852
-0.3439
-0.4108
0.5708
-0.9638
-0.3971
0.1083
-1.0223
-2.3877
-0.009
-0.4889
-0.552
-0.2972
0.486
2.7561
1.634
1.1403
-0.9281
1.2782
2.2879
0.0801
1.6926
0.9546
0.9585
1.3181
4.742
-0.2289
-0.5623
0.4458
0.2929
-1.0216
1.2449
0.3443
-0.1695
6.3781
-1.1911
3.9078
0.6955
-0.2137
1.0864
-2.715
-3.7629
-1.7546
-0.9646
1.318
-0.7177
1.7501
1.4871
0.7036
-1.0196
-0.5911
-2.7593
-2.9
0.357
-0.1589
-0.7392
2.0392
-1.3055
1.9771
0.9199
-0.1424
-2.6766
0.4361
-0.4759
0.3225
2.2241
-0.5633
-0.4905
2.5395
0.7363
-0.5883
-0.8167
-0.1311
-0.5687
0.283
-1.0983
0.1521
0.0563
1.3486
1.7155
-0.1447
-0.0344
0.0709
-1.1859
-0.7114
-1.3175
-0.193
-1.0436
-0.3125
-0.3276
-0.2663
-1.0862
2.495
-0.2422
-2.5622
0.0294
-0.6066
-0.5034
1.0675
0.3198
1.1184
1.531
-0.6675
0.9082
-0.9923
-0.2984
0.1284
-0.6603
1.1441
1.8838
2.0583
0.4875
1.5321
-0.747
-1.7198
-0.2092
2.0855
-1.2203
-0.1317
1.4039
-0.5434
-0.63
0.7313
-0.2603
-1.4405
-3.2178
-1.2391
4.5987
-0.3178
1.3156
153.2
0
95
80.5
MASTECTOMY
Breast Cancer
Breast Invasive Ductal Carcinoma
High
0
LumB
1
Positve
Positive
2
NEUTRAL
Negative
Ductal/NST
1
Post
8
Left
1
4.11
IDC
Positive
1
null
55
3
Died of Other Causes
2.5099
-0.1245
-0.722
-0.7981
-0.3051
-1.7965
0.3034
-0.0978
0.6959
-0.0261
0.0157
-0.2584
1.3496
-0.3435
0.2747
1.7973
1.6853
-0.3098
0.7581
0.4926
0.7015
-0.1164
-0.7194
-0.3431
0.0901
0.4488
-0.5127
-0.6687
0.8265
-0.2433
-0.3893
-0.9059
-1.2882
-0.1219
-1.4583
0.1618
-0.1573
-1.6328
-0.3862
0.7827
-0.613
-1.5246
-0.7908
-0.0254
-0.1342
0.7446
-1.3769
-0.0941
0.1124
-1.9037
-1.6511
0.2442
0.4736
-0.6863
0.9382
0.8102
0.3542
-0.8873
0.278
1.6337
-0.7928
-0.3153
0.3767
0.5437
2.3033
-1.7113
-0.9913
1.1471
0.4757
1.0146
0.4093
-2.0986
-0.7446
-0.6685
-0.1903
-0.5645
0.228
-0.0296
-0.3302
-0.7577
-1.2426
-1.6777
0.1316
1.9851
-0.6709
-0.1627
-0.2013
-1.0289
1.3512
-1.1369
0.2648
-2.4417
-0.6483
0.2016
1.5704
0.8494
0.7749
0.162
-0.8478
-0.7874
0.2657
0.1381
0.2363
-0.5994
0.1895
-0.082
1.3448
-0.8629
-0.8723
0.9099
1.5032
-0.68
0.286
-1.0634
0.2221
0.6859
0.2223
1.5757
0.3482
0.5405
-0.2113
1.2467
0.1524
-0.7228
0.7889
0.0712
-0.5925
0.3051
-1.7357
0.2782
-0.433
-0.5205
-0.2966
0.5693
-1.5098
0.6369
1.5034
-0.2981
0.0427
-0.6557
0.0816
0.6343
0.3594
1.1894
0.7858
-0.3522
0.7223
0.44
-0.7823
-0.8467
-0.6587
1.4663
-1.0097
0.1925
0.1834
-2.3454
-0.4631
0.2739
-0.2038
-0.6945
0.1457
0.2766
-0.8768
0.6203
-0.1258
-2.362
-0.4619
-1.0389
-0.1005
0.8758
-0.3384
-0.4709
0.034
-0.7418
1.0892
-0.1783
-1.4616
-1.5289
-1.0067
1.2002
-0.342
-0.0095
-1.2693
-1.2501
-0.2857
-0.1256
-0.788
-0.3361
0.2138
-0.2851
-1.4124
-0.8993
0.435
0.3095
1.0975
0.046
-0.3845
-0.7306
0.0773
-0.8452
-1.1893
0.122
0.0983
0.004
-0.5329
0.1901
-1.4336
-0.6217
-0.1664
-0.3319
-0.511
0.8681
-0.4729
-1.0476
-1.0265
0.8093
2.0636
3.7669
0.0676
-0.2022
-0.913
-0.2503
-1.3128
-1.5788
-1.8119
-0.5088
0.8249
-1.4576
0.5329
-0.0123
0.1113
-1.8566
-2.214
0.2877
-0.4332
-0.5055
-0.2818
0.4681
-0.9409
-0.4033
0.5589
1.0426
-2.2566
1.1705
1.3549
-2.0681
-0.2594
1.0014
0.3132
-0.6804
0.694
-0.5762
1.4549
-1.6497
1.2972
-2.1064
0.2077
-0.0819
-0.7662
-0.4316
-0.2396
0.7726
-0.2216
0.2416
-0.1756
-0.6692
-1.1806
-1.5624
-0.5052
1.1082
0.0866
0.0834
0.5019
1.2142
2.7938
-0.192
0.0895
1.387
0.3898
-0.9065
0.4669
1.7446
0.1151
-1.9135
1.3516
0.9015
-0.6399
0.1549
0.4837
-0.1041
-1.0265
-0.2587
-0.4693
-0.8662
0.7034
-0.0621
-1.0009
-1.3818
-0.9108
-0.8786
0.0804
-0.3689
1.0209
0.8552
1.8298
-0.9003
-0.7456
0.8094
-1.2783
-1.6777
0.9056
-1.3373
0.7042
0.9417
-0.641
-1.4614
-1.5703
0.3089
0.2793
0.307
-1.1808
-0.7022
-0.1123
0.4458
-0.0557
-0.8878
-0.1185
0.5939
-0.4898
-1.2585
-1.9959
-0.5506
-0.4514
-2.7118
-1.0538
-0.1567
1.5567
-0.8465
-1.0767
1.326
0.6525
1.2318
1.0744
0.9481
-0.17
0.815
-1.0024
0.3533
-0.0279
0.7765
0.2419
1.5406
-0.1646
0.0232
0.1997
0.5781
-0.5306
2.1011
-1.4457
-0.9157
-0.4761
0.9802
0.1618
-0.0542
0.0471
1.1218
1.1438
0.6027
-0.9624
-0.6665
0.4218
-0.0809
-1.4345
-0.9591
-0.0809
0.5272
-1.2771
-0.4197
-0.6028
-1.2121
-0.7039
1.117
-0.8391
-0.0373
0.2282
-0.3833
0.1528
1.6555
-1.2413
0.3296
-0.078
2.6253
-0.8604
-1.1404
-0.5784
-0.4344
1.2745
-0.2654
0.0407
-1.391
0.2902
-0.4486
1.0112
-1.2932
0.7546
-1.6472
-1.5761
0.4522
-0.3466
-0.3836
-0.4521
-0.1884
-1.9773
-0.7568
-0.4297
-1.4834
2.4563
-0.8871
-0.4962
-0.4147
0.3454
1.1289
-0.5817
-0.8983
0.9639
0.9664
0.1674
-0.1694
0.0556
-0.0949
-1.4352
-1.0987
-1.0004
-0.5348
1.1977
-0.1625
-0.4129
-0.7109
1.2232
-1.4549
-0.1553
-0.4377
-0.0666
-0.8823
1.0497
0.3632
0.3481
0.4838
0.9261
-0.3185
2.3275
-0.8192
-0.3832
-0.6759
2.7885
-0.6727
-0.6713
1.0711
-0.7221
0.7359
0.1321
0.6131
1.4815
-0.2293
-0.4608
-0.8966
1.1238
-0.3745
-0.4194
-0.748
-1.331
0.1251
-0.7215
0.9308
2.0345
-0.4266
0.973
0.1354
-0.9937
-1.0334
0.9172
0.3184
2.0341
0.0099
0.3086
0.7343
-0.1576
0.0089
-0.8569
49.766667
1
97
78.19
MASTECTOMY
Breast Cancer
Breast Invasive Ductal Carcinoma
High
0
LumA
1
Positve
Positive
3
NEUTRAL
Negative
Ductal/NST
1
Post
8
Left
3
5.06
IDC
Positive
1
null
30
2
Living
-0.9922
1.0902
1.7172
-0.041
0.587
-0.3803
2.8209
0.522
-0.2723
-0.4392
-0.1092
-1.9258
-0.1032
-0.5877
-1.3913
1.0806
-0.6099
0.8433
-0.0451
0.716
0.7628
0.1562
3.2617
-0.3963
-0.4207
-0.9494
-0.5394
1.0764
-0.6086
0.2904
0.3633
-1.2352
-2.0571
0.0356
-0.4972
0.2129
-0.4371
-2.002
-1.0472
-1.1715
-1.2032
0.7457
-0.5951
1.6511
-0.7054
-1.3777
-0.9668
-0.2848
-1.2126
-2.3492
-0.3783
-0.0167
-1.5634
-2.7212
2.0558
0.8219
0.8731
-0.2176
0.8844
0.6871
0.1436
0.5843
1.7118
0.6949
0.2933
0.0685
-0.8072
0.0419
0.0754
-0.3103
1.156
-0.2716
0.0721
0.8727
-0.03
-0.3136
-0.0049
-0.2637
-0.3868
0.7041
0.1336
-0.2452
1.4479
0.7404
0.4505
-0.3058
-0.2988
0.7832
0.4481
-0.7327
0.6061
-1.3934
-1.302
0.447
0.6288
1.6643
0.8334
0.3622
-0.1551
-0.3087
1.7363
0.7334
-1.214
-0.0418
0.3659
1.5075
-1.4775
-1.1653
-0.3795
0.0358
-0.0471
0.626
0.2757
-0.7317
0.119
0.5594
3.4897
1.3263
0.1663
0.53
-0.2816
0.284
0.6523
0.6366
0.8831
0.3999
-0.3383
0.228
-1.201
-0.6633
-0.6414
-0.8679
0.1369
-0.8112
-0.6895
1.6058
1.6436
-0.3184
0.2696
1.0397
0.6786
1.4524
-0.257
-0.3277
-1.2494
-0.6714
-1.1187
-0.6974
-1.1883
-0.3617
-0.9309
0.6968
-0.9518
0.685
-0.47
-1.0878
-0.5523
1.5568
-0.118
-0.4875
0.8019
1.9947
0.0858
-0.0536
-0.2665
-0.2319
-0.3522
3.8037
-0.748
-0.0989
-0.2878
-0.5311
0.4071
-0.5213
0.4078
0.5937
0.7356
-2.1446
-1.403
0.8205
0.7372
-1.4883
-0.347
1.3736
0.8246
-1.916
-0.6136
0.4278
-0.0106
-0.6527
-0.2388
0.8036
-1.3313
-0.7244
-0.4311
0.6785
0.9915
-0.4801
0.7466
-1.2931
0.0244
0.224
-0.3581
1.2289
-0.5401
-0.7496
0.4185
-0.0865
-0.6836
0.5394
2.2516
0.8369
1.0088
-0.8384
-1.0962
-1.1306
0.6116
-0.6096
-0.522
0.1185
0.0829
2.139
-0.9475
-1.3609
-1.3197
-1.2109
-0.0749
-0.7991
-0.0855
-0.8539
-0.9347
-0.7851
-1.4432
3.147
-0.4617
-0.3697
0.835
-1.3412
-0.9232
0.7875
0.1985
-0.9797
-0.3053
-0.1352
0.3259
-0.6938
-1.147
-0.89
-0.949
1.1907
-0.878
-0.0941
-0.0222
2.4475
-2.5968
-0.2024
1.3098
0.398
-0.5598
-0.6671
0.1106
-1.2122
3.1016
-0.3468
-1.1118
-0.6879
-0.202
-0.5369
-0.688
-1.3456
0.373
1.5818
-1.2519
-0.1764
0.001
0.2558
1.2781
0.3114
-0.0046
0.1461
0.7629
1.348
-0.2112
-1.4425
1.4846
-1.1577
-0.6408
-1.3837
-1.8061
1.2026
-0.5424
0.8627
0.2528
-1.3391
-1.954
-1.1489
0.4462
-0.169
-0.6935
-0.854
-0.4753
2.1936
-0.4381
-2.065
2.6732
-0.7874
-0.866
-0.6742
-0.2554
-1.2661
0.3653
0.4333
-1.2875
-1.0519
-0.1728
-1.0459
0.3226
0.7628
-0.5515
2.757
-2.1872
-0.898
-0.4743
-0.0874
-0.1069
-0.0299
-0.4929
-0.208
1.1655
-0.1659
-0.0766
-0.6017
-0.8577
-0.943
2.177
0.871
0.0328
-0.3487
-0.672
-0.2669
0.4351
0.3226
-0.3777
-0.9238
-1.1474
0.2288
-0.3591
-0.7877
3.4134
0.1656
-0.4312
-2.5241
0.3685
-0.3386
-0.7186
0.1194
-0.7546
-0.4105
0.2181
-1.4469
-0.1382
-0.9354
0.4272
-0.5332
-0.1498
-0.4885
0.5074
-0.5145
-1.1555
-0.2341
-0.2406
-0.3748
0.345
0.8645
0.5642
2.6684
-0.6347
1.3003
-1.8689
-0.5186
-0.7991
-1.5358
-0.7641
-0.0117
0.4979
-0.1966
0.3055
0.0653
-1.5794
0.2917
-1.5924
0.0744
-1.1559
-0.799
-1.8152
0.7557
1.2163
-0.9449
3.1013
-0.8557
0.1818
0.0858
1.7286
-0.0797
2.7741
0.9537
0.9032
1.1031
-0.8595
0.2472
0.9338
1.0203
-0.067
-0.0354
0.3278
-0.2159
3.3388
-1.4633
0.0617
-0.0901
-0.7798
0.142
-0.0635
0.2627
0.54
1.0999
1.6231
-0.789
0.6988
1.2872
-1.1344
-0.994
-1.0639
-0.9385
0.6139
1.0864
0.7964
-0.1746
-0.2646
0.6005
-1.5476
-0.4074
-1.1251
-1.0756
0.2095
3.4627
0.7223
1.126
1.2831
-0.1589
1.0481
-0.6441
-0.1592
-0.027
4.5426
-0.6091
-1.263
-0.7589
0.4274
1.075
1.7591
0.0507
-0.7308
-0.1013
-1.6965
-1.0513
5.0544
-0.5312
0.5955
-0.1156
0.3544
1.2433
-0.8489
0.2579
-0.2745
0.1656
-0.7421
-0.4496
-0.3061
-0.3895
-1.2225
-0.5423
-0.1505
0.0469
-0.2951
3.8114
1.0985
1.1832
0.7334
98.7
0
100
68.68
MASTECTOMY
Breast Cancer
Breast Invasive Ductal Carcinoma
Low
1
Basal
1
Negative
Negative
3
NEUTRAL
Negative
Ductal/NST
0
Post
10
Right
0
4.078
IDC
Negative
1
ER-/HER2-
39
2
Died of Disease
-0.8389
-1.2798
0.7687
-0.5001
2.1779
1.2082
0.9591
0.4709
-0.325
-0.6093
0.4439
1.1929
-0.8768
3.276
2.5951
0.332
2.892
0.214
0.1712
-1.6176
-1.9185
1.7702
0.3062
0.0578
0.244
0.8976
1.6671
0.1709
0.3505
-2.1259
0.6112
1.7841
-0.1089
0.8174
-0.4803
0.8802
1.9188
0.0077
-1.9143
0.6999
1.7674
0.9162
0.7998
-0.6994
2.5736
0.8612
1.2539
0.8814
0.1823
0.0211
0.4426
0.2309
0.5058
0.1569
-0.6859
-1.7446
-0.4018
-0.4907
0.3535
-2.0435
-1.0186
-0.8472
-0.9517
-0.7571
0.1205
-0.7639
0.4916
0.1391
0.5716
0.7544
-0.7307
0.2748
1.6677
-1.5053
0.5884
2.7766
2.2323
-0.3406
0.284
0.3915
1.8553
-1.1295
-0.2128
-0.6095
-2.089
1.4025
-0.7766
-0.0202
-1.085
1.8276
0.6201
0.3945
2.7779
-1.4287
0.1804
1.013
-1.1778
-1.7282
0.8533
-0.2558
-2.262
0.2982
-0.3439
0.6819
0.2368
-0.2278
0.4843
1.5986
-0.716
-0.2322
-1.0308
0.5843
-0.2932
0.8781
-0.269
-0.3244
1.3576
0.0416
-0.3762
0.5059
1.3621
-1.2333
-0.0923
0.0628
1.0111
1.2307
-0.3919
1.0667
-0.6942
0.199
1.2791
0.6476
0.0254
-0.1323
0.5719
0.0907
-0.4834
-1.0741
1.2422
0.2162
-0.1418
-0.4969
1.866
-0.8021
0.2432
-0.2823
1.0677
-0.8982
0.2569
0.6581
-0.0318
-0.5849
6.3911
1.0885
-0.1607
1.6809
-1.3881
-1.4999
-1.0197
-0.0117
-0.8489
-0.5798
2.2224
0.487
-0.5784
-0.441
0.7644
-0.3527
0.1655
0.9553
1.1669
0.6368
-0.2077
0.1603
-0.0476
-0.669
-2.4598
0.1238
-0.209
-0.4547
1.16
1.2753
1.9082
-1.8486
-0.1356
-1.2814
-0.0749
0.1153
-0.2575
-0.9478
-0.6959
-1.3865
0.1861
1.521
-0.3161
-0.0839
0.1725
2.9324
0.4334
1.6288
0.0852
0.0091
2.3291
-1.3585
-0.2385
-0.6494
0.2266
0.9418
-0.2577
0.085
-1.0109
0.8855
0.4262
0.2048
-0.6697
0.1651
0.4584
-0.5684
0.198
-0.8514
0.3568
-0.8063
-0.1152
1.4428
0.4684
0.0904
1.0733
-0.3492
-1.8988
0.4207
-1.0068
0.0818
0.1572
-0.4974
-0.3625
0.6231
-0.2231
-1.7863
-0.6489
-1.0307
0.0445
0.6944
0.2391
-1.1565
1.7422
-0.6365
0.6323
1.0235
-0.2066
-0.5784
-0.7354
0.5807
-0.239
-1.2291
0.1209
0.8011
1.0961
0.2128
-1.3161
0.5235
-0.6708
1.3645
1.3611
-1.5015
-1.2879
0.2397
-0.9176
-1.3886
0.5489
0.254
-0.2741
-1.207
-0.3034
0.1942
-0.6515
-0.3634
2.0872
1.0201
1.3698
3.1338
-2.5396
-0.477
-0.1138
2.0074
0.2657
-1.1262
-0.5385
0.8214
-0.8436
-0.7283
0.1199
-0.3031
-0.5293
0.4439
0.066
0.3278
-0.2842
0.1933
-0.2342
0.0075
-0.0292
0.4025
-1.6985
1.4487
0.6674
-1.3244
0.569
-0.1333
-0.1972
0.8176
0.8172
0.6077
-0.3122
1.4707
-0.3769
1.1679
0.1147
3.6114
-1.3292
-0.3497
-0.8174
-0.0414
0.4168
-1.1772
-0.292
-1.5771
-0.3358
0.5612
-0.3079
-0.5482
-0.8383
-0.8076
-0.4508
0.8503
0.3008
-0.6836
1.7189
0.1303
0.9988
0.6443
0.1782
1.199
-0.4677
1.0867
-0.512
-1.3554
2.1744
1.3775
0.0668
0.1166
0.1772
-0.6227
-0.0759
-0.3342
0.9511
2.2289
0.4464
0.2053
0.0003
0.4619
0.4984
0.1016
-0.0672
-0.2854
0.2257
0.0004
-0.9601
-0.8793
2.1787
1.0606
-1.7658
-0.4046
-0.1272
-1.7075
0.5178
-0.3101
0.4076
-0.4941
-0.8172
0.8205
-0.5757
-0.96
-0.4302
-0.4125
0.4524
-0.4622
-0.1406
-0.6835
0.548
-1.716
2.8539
2.1258
-1.0146
-0.2157
-1.1351
0.7402
0.858
0.2228
-0.7173
0.9118
-0.5396
-0.1685
0.6473
-1.1961
2.2437
1.8956
-0.2879
-0.3995
1.3446
1.0913
-0.5088
-0.1458
-0.0676
0.1269
-0.3575
-0.2351
0.9176
0.8225
0.335
-0.0909
0.5903
0.3869
4.2396
-1.1428
-0.7457
0.6425
-0.899
0.2522
-0.2942
-0.2896
0.0075
-0.3455
-0.2534
-1.0568
-1.74
-0.2033
-0.5337
0.0013
-1.2711
-0.7406
0.5568
-0.6211
-0.1164
-1.1824
-0.3772
-0.0889
0.5117
1.0422
1.4337
-0.8911
1.2539
-0.2015
1.2534
2.5288
-1.4632
0.2756
-1.2624
-2.9505
-0.5985
-0.4769
0.3566
0.157
1.0103
-0.6471
1.3639
1.3203
0.1881
-0.8942
-0.8698
1.3224
-0.8394
-0.8058
-0.0974
-0.5066
-0.8543
-0.6889
0.5904
-0.4976
1.1285
-0.943
1.0138
-0.213
0.083
0.2368
1.7497
-0.8245
-0.5947
-0.9771
-0.6046
8.066667
1
101
46.89
MASTECTOMY
Breast Cancer
Breast Invasive Lobular Carcinoma
Moderate
0
Normal
1
Positve
Positive
2
NEUTRAL
Negative
Lobular
1
Pre
8
Right
0
3.068
ILC
Positive
1
ER+/HER2- Low Prolif
34
2
Living
-1.3951
-0.0861
1.4715
-0.054
-0.301
0.1592
-2.2486
-1.5025
0.5752
-1.5458
-0.9034
0.3094
-0.6625
-0.8867
-0.3657
-0.4148
-1.5023
-0.3211
-0.4702
0.4004
0.287
-0.401
-1.1269
-0.4563
-0.5624
-0.0349
-0.3877
-1.3195
-1.0781
-0.0659
-0.1928
0.2091
-0.4397
-0.5173
-0.9161
0.377
-0.5846
-0.0003
-0.7543
-0.5973
-0.0938
-0.2837
-0.4624
0.1146
-0.1919
-0.3618
-0.3684
-0.0338
1.2014
-0.0561
-1.0668
-0.2477
0.2504
-0.653
-0.7397
-0.1508
-1.0605
0.9483
-1.0001
0.5568
-0.4905
0.1291
0.0176
0.7138
-0.2653
0.3149
-0.6829
-0.6474
0.3053
0.9389
-0.5055
0.4191
-1.6753
0.3133
0.1769
-1.4215
-0.9434
-0.3402
-1.2977
-0.1702
-0.783
-0.1018
0.8436
0.6147
-0.7063
-0.639
-0.3938
-1.2314
0.371
0.4548
0.152
-1.2195
-1.7389
0.2694
0.0822
1.2076
1.6034
1.7762
-0.0622
0.6627
-0.1828
-1.6622
0.3498
-0.5245
0.5472
-1.106
0.0393
-0.9719
-0.346
-0.788
-0.3342
0.2081
-0.545
0.8036
0.2591
-0.0444
0.8688
-0.0293
-0.9768
-0.8199
-0.687
1.3064
-0.4076
-1.1771
0.6507
-0.1231
-0.517
-2.0286
1.2051
-0.6912
0.2609
-0.3964
-1.2555
0.743
-1.1129
-1.4117
0.2322
1.6675
0.0806
-0.6231
1.7448
1.988
-1.0342
-0.1908
2.0119
-0.6069
0.558
0.114
0.6253
0.0874
-0.8268
0.1673
-0.2827
-0.9203
-1.0245
-0.4793
-1.144
0.3154
0.066
-0.6903
0.1529
-0.7124
0.1845
1.2319
0.0089
0.8815
-1.0724
-0.6165
0.7052
0.127
-1.2186
0.2117
-0.7698
0.8729
-0.2867
-1.066
-0.3081
0.3908
-0.7404
-0.7477
-2.0368
-0.4704
0.4358
0.5697
-0.0764
-0.9042
-0.0708
-0.3005
0.5113
1.1572
-0.1515
-1.0469
-0.1635
1.039
-0.3167
0.242
0.677
-0.1732
-0.1112
-0.5547
-1.7704
0.4304
-2.3258
0.5478
-0.1812
-0.686
-1.3565
-0.6679
-0.8351
-0.6145
0.8183
-0.4163
-1.0642
-0.4909
-0.9688
-1.247
-0.0704
-0.681
1.5919
-0.1771
-0.0918
0.065
1.5816
0.6746
2.1199
-0.3909
0.6664
-0.0828
-0.9161
-0.4001
0.2902
0.2912
-1.1857
0.4555
-0.3522
-0.909
0.8955
0.6002
0.4554
-0.8079
1.3555
-1.632
-0.1657
-0.1276
-0.9481
-0.6296
-0.4463
1.1864
-0.2827
-0.5718
0.1647
-1.4521
0.2306
1.4015
0.6007
-2.0162
0.7009
-0.4085
0.3043
-0.3326
-0.7272
0.3088
1.4423
-0.2628
-0.5107
-0.2945
-0.5283
1.2875
0.5256
0.2136
-0.7886
0.589
-0.3621
0.4605
-0.3459
-0.9802
-0.5959
0.5099
0.4474
-0.428
0.1703
0.8644
0.708
-2.5111
0.452
-0.3719
-0.4545
-0.5088
1.1447
-0.9372
0.8866
-0.8656
-0.6999
-1.313
0.4522
-0.5872
-0.4547
0.1985
-0.7096
-0.6951
-0.5118
0.5308
0.2785
0.1954
-0.3928
0.4224
-0.8587
-0.512
-0.2073
-1.0414
-0.4696
0.5802
-0.2518
-1.9507
-0.3882
0.2653
-0.0498
0.1585
0.8348
-1.3079
-0.0382
-0.1602
-0.244
-0.0815
0.1194
-1.3888
2.4727
0.8472
-0.157
-0.2088
-0.1645
-1.2977
-0.3289
-0.7816
0.5763
-0.4119
1.199
-0.7907
-0.5897
-1.0776
0.6052
0.2484
-0.0678
-1.6983
-0.4874
0.2458
0.1293
0.3006
-0.3763
1.3321
-0.9714
-1.3441
0.1825
1.9361
-0.7967
-0.9366
0.8099
-0.7651
0.3935
0.5802
-0.1572
0.9697
-0.8581
-0.778
-0.079
-1.403
-0.7705
-1.0951
-0.3703
1.462
1.0166
0.7381
-0.4122
-0.5381
-0.7151
-1.2428
0.4421
-0.4482
0.264
-0.8511
-0.1179
0.9338
-0.8568
-0.8962
-1.0393
-0.6335
-0.1766
1.0602
-1.2734
0.3051
-0.2243
-0.8166
0.1883
0.0738
0.2886
-0.6525
-2.1653
0.6802
-0.2295
0.161
-0.1001
0.1187
0.6496
0.58
-0.3994
-0.5368
-0.5179
0.5383
-2.2285
-2.2364
-0.5176
-0.9567
0.3829
-0.402
-0.0572
-0.4511
0.5315
-0.4721
-0.9884
0.2983
0.234
0.1158
-0.4416
-1.37
0.5844
0.8958
-0.4506
-0.3024
-0.5801
0.274
-0.1942
0.0269
0.2348
-0.9343
0.4486
-0.2765
1.2973
0.9056
0.2325
-0.5811
2.1545
-0.318
0.2222
0.0746
0.6415
-0.5551
-0.167
-0.812
-0.5548
-0.3341
0.5767
0.4439
-0.851
-0.1943
1.9276
-0.2301
-0.9457
-0.1778
-1.1107
-0.7966
0.1189
0.4741
-0.8346
1.0152
0.1824
-0.1088
-0.8266
-0.6964
-1.5963
-1.9139
-0.9407
-0.2434
0.513
-0.2172
-0.8962
-1.5
0.2073
0.049
0.9244
0.7693
-1.0047
-0.3767
0.7846
0.2334
-1.4285
-1.4207
3.7802
-1.1134
2.7724
148.033333
0
102
51.38
MASTECTOMY
Breast Cancer
Breast Invasive Lobular Carcinoma
High
1
LumB
1
Positve
Positive
2
NEUTRAL
Negative
Lobular
1
Post
3
Right
16
5.08
ILC
Positive
1
ER+/HER2- High Prolif
40
2
Died of Disease
0.3423
0.65
0.8159
0.6953
0.582
-0.0365
-0.2539
1.0495
-0.0058
-0.7521
0.6909
0.9394
-0.5301
0.1325
0.5926
0.2666
-0.3601
-1.1982
-0.4042
-1.5834
-0.4226
0.7367
-0.566
0.1049
0.6987
0.9691
0.1511
-0.0417
0.3679
-0.7682
0.456
-0.5069
0.4871
0.338
0.7253
-0.0835
-0.6665
0.0106
0.0101
0.3808
-0.9963
-0.8164
-0.4149
-0.1017
0.5336
-0.1493
-1.2579
0.0272
3.162
1.1543
0.0374
-0.3582
0.8568
-0.3245
-0.6099
0.4769
-0.2336
-1.5041
-0.0592
-0.7786
0.2388
-0.7048
-1.0428
-0.0151
-0.0523
-0.9051
-0.5122
-1.4372
-0.4151
-0.6103
-1.0976
-0.3218
0.5169
0.1123
-0.7484
-0.3713
0.5599
-0.3617
-0.3615
0.3427
-0.4993
-1.2064
0.2733
-0.6409
-0.6111
-0.3872
-0.2259
-0.6705
-1.5129
-1.3302
0.3763
-1.3267
-0.6283
0.2633
-0.563
-0.4395
1.149
1.1889
0.8737
-0.4802
-1.4921
0.3086
-1.0796
-0.0359
0.5025
0.3194
-0.5468
1.2875
0.4891
-0.6719
-1.0597
-0.4329
-1.2161
-0.7669
2.6264
0.9429
0.5354
-1.1572
-0.7442
-0.2439
-0.1906
0.1041
-0.3872
0.1607
0.4563
1.2329
-0.426
0.8712
1.0059
-0.3958
0.1681
-0.2596
0.6423
-0.6336
1.5382
-0.2956
0.2707
0.8706
0.5452
1.7656
1.0579
-0.1731
1.1053
0.0148
-0.868
-0.1002
-0.6019
0.2993
0.1714
0.3508
-1.1232
-1.1851
-0.5163
0.1251
0.1138
-0.2124
-0.5782
-0.5608
0.1223
1.0897
-0.6913
-0.4898
-0.8911
-0.484
-1.5832
0.5522
-1.8515
-0.7271
-0.2521
0.4824
2.2501
-0.071
-0.2892
0.8635
-0.3455
-0.0173
0.2463
0.3948
0.6446
-0.5718
-0.1839
-0.2081
-0.0304
1.2242
0.0306
-0.4189
-1.1872
-0.0441
-0.6685
0.8834
-0.9219
-0.493
0.0955
0.1466
0.2308
0.9926
-0.7032
-0.552
1.2411
-0.2767
0.4013
0.1999
-2.0095
-0.1576
-0.1033
-0.4094
0.0688
-0.616
1.6035
0.1971
0.0199
0.2158
-0.5549
-0.4033
-0.3302
0.0046
1.0356
0.3896
-0.8451
-0.6532
0.2757
-0.9907
1.6889
-0.5375
-1.4639
0.2848
0.6508
-0.0087
0.057
-0.6662
-0.4869
0.6886
-0.4687
-0.1642
-0.2895
0
2.5607
-0.0101
-0.1205
-0.6556
0.9177
0.3347
-1.8628
1.4489
-0.0776
-0.9472
-0.0392
-0.3788
-1.0066
-1.0097
-0.5331
-1.0819
0.5421
-0.6308
-0.3833
-0.0686
0.1187
-0.3407
-0.8226
-0.2559
-1.2338
-1.3558
-1.0424
0.2577
0.9969
0.6525
1.1333
-0.272
-0.0449
-0.5574
-0.7184
-1.0428
-1.2171
-1.2622
0.5952
-1.1719
-0.0296
-0.9679
1.0631
-0.3322
-0.067
2.3803
-1.0578
1.1467
-0.1125
0.075
1.279
-0.1841
1.5524
0.6382
0.0393
-1.4967
-0.2186
-1.8092
0.2611
-0.5513
0.3429
-0.2915
-0.0053
0.0372
-0.4302
-0.634
0.3571
-1.0132
0.2628
0.2991
-0.3179
0.4758
-0.3559
-1.0176
-0.385
-1.1927
1.8851
-1.4577
-0.1655
1.6002
-0.2372
-0.4492
0.3467
0.9785
0.303
-0.6504
-0.4328
-1.8549
-0.3298
-1.3274
-0.8788
-0.3412
0.7432
-1.6307
-0.7389
1.0474
-0.8455
0.6243
-0.0574
0.654
-0.4289
0.5658
-0.659
0.5815
1.6181
0.8807
-1.5946
-0.3681
0.2316
0.4278
0.7239
0.4874
-0.5991
-1.7193
-1.2789
0.8959
0.1065
0.9005
-0.4305
0.4016
0.4141
-1.364
0.4739
-0.0322
2.0928
-1.141
-0.4611
-0.6117
-0.2286
-2.3533
0.2282
-1.5731
1.2087
-0.2883
0.5576
2.1623
-0.2549
0.5741
0.3766
-0.1162
3.0129
0.5238
-0.0248
0.6908
0.6397
-0.295
1.5717
-0.4061
0.7206
0.6348
0.4565
0.1553
1.7435
-0.915
0.5299
0.1418
-0.4042
0.569
0.3064
-0.0489
-0.4885
0.7956
1.0055
-0.0987
-1.8427
-0.4378
0.9833
0.8231
-0.0517
-0.2562
-0.519
-0.6705
0.4537
-0.4633
-1.6822
-1.2882
-0.1987
-0.3229
-0.0672
0.5848
-0.2886
0.7022
-0.4795
0.3749
-0.4102
0.3303
-0.5533
-0.1683
-0.3749
0.1062
-1.155
0.1562
-0.3603
3.232
-1.0102
-0.704
-0.804
-1.3026
1.6362
-0.2634
-0.5456
-0.738
0.4669
-0.3276
1.7338
1.2203
0.139
0.5205
1.1134
-0.859
-0.6054
-0.2608
0.2469
0.4034
0.8931
-0.2586
0.0951
-0.1968
-1.1747
1.7439
-1.0522
2.2449
0.761
1.4321
-1.0894
-2.7471
1.067
1.376
-1.166
-1.2369
0.4125
1.4077
0.4656
-0.0056
0.8931
0.2975
0.7791
-0.3905
0.2947
1.2105
-2.3725
0.4517
-0.5998
0.8126
-1.1763
-0.2506
1.7642
0.791
-2.1367
-0.7949
0.521
1.0297
0.8225
140.766667
1
106
49.87
MASTECTOMY
Breast Cancer
Breast Invasive Ductal Carcinoma
Moderate
1
LumA
1
Positve
Positive
1
NEUTRAL
Negative
Ductal/NST
1
Pre
8
Left
5
4.14
IDC
Positive
1
ER+/HER2- Low Prolif
70
3
Living
-0.9371
-0.9494
1.9246
-0.5135
-0.0484
-0.1115
-0.5366
-0.874
-0.1874
0.1244
0.2414
-0.5364
0.5032
-0.0773
-0.9327
0.4848
-0.5325
-1.0476
-0.0793
-0.6738
-0.0018
-0.7805
0.2589
0.0117
-0.7875
-1.3386
-0.7378
-1.2009
-0.9087
-0.1169
0.2779
0.2013
0.0905
-0.3478
0.1326
0.7223
0.1086
1.0825
-0.9316
-1.9864
-0.4635
-0.8099
-0.544
0.4281
-0.6116
-1.8197
-0.5394
-0.1655
-1.1396
-1.4223
-0.5142
0.5876
0.5529
0.1973
0.0202
0.0924
0.2589
0.1359
0.9486
0.4925
-0.739
0.8305
0.0901
-0.2367
0.864
1.2082
-0.3206
0.7447
-0.1146
0.2637
0.7014
0.6197
-0.4353
-0.2413
-0.2451
-0.6994
1.9172
0.0472
0.294
-0.9123
2.1763
0.1664
0.211
-0.3741
-0.0788
0.8752
-0.6547
0.0773
0.8718
0.1423
-1.0392
0.5231
1.376
0.68
0.769
0.0462
0.541
0.2559
-1.0529
-0.3319
0.2799
0.5674
0.7181
0.6404
0.3726
1.5296
-0.0892
0.3534
0.7505
-0.0595
-0.3334
-0.0425
1.001
0.1683
-0.4841
-0.29
0.1962
0.9929
-1.1073
-0.1141
-1.6647
0.0807
0.7081
0.0017
0.122
0.5151
0.577
-0.396
0.0448
0.1642
0.2611
0.5228
-0.1181
-0.8301
-0.5053
0.5669
0.1522
-0.6747
0.3478
0.8234
-0.268
0.2463
-1.0597
0.7202
0.5436
-0.1061
-0.1936
-0.7919
0.4519
-0.4101
0.3093
1.3064
-0.1064
-0.2218
-0.5598
-0.2204
0.3294
0.7343
-1.1416
0.6378
0.985
-0.1379
0.0427
-0.994
0.1457
1.3766
0.5668
-0.4766
1.2672
-0.1538
0.7065
0.2361
0.33
-0.5918
-0.1827
-1.3071
-0.8529
0.3487
-0.3894
-0.0215
1.5139
1.0276
-0.0046
-1.4333
-0.5738
-0.9252
0.0355
-0.2093
0.2004
-0.1552
-0.8494
1.945
0.266
-1.1199
-0.4232
-0.9149
0.8165
-0.3812
-1.2384
-0.3198
-1.161
-0.1903
-0.4981
0.2239
-0.2233
7.01
1.0019
2.0161
1.0186
-0.3881
-0.2532
0.8698
0.414
-0.6494
0.3305
0.199
0.7887
1.04
0.4249
-0.1145
1.0014
0.0618
1.522
0.9161
-0.1457
0.0022
0.0133
0.7254
-0.2506
-0.1417
-0.6217
0.4809
0.4452
0.2245
-0.0244
-0.0054
-0.2851
-0.0869
-0.2567
1.0719
1.4146
-0.7888
0.8372
-0.6639
0.0243
-1.0077
1.2047
0.2034
-0.0241
-0.4829
-0.191
-0.5527
-1.0118
0.6454
1.2591
-0.2868
1.3719
-0.0717
0.3053
0.1262
0.2257
-0.0573
-0.5604
-0.349
0.3032
1.3527
0.489
-0.7366
-0.2903
-0.7521
1.0849
0.5635
0.0553
-0.1162
0.4453
-0.3478
-1.4449
0.9157
-0.143
-1.2991
1.5455
-0.4609
1.1375
0.1664
0.6288
-1.2971
0.7813
0.0086
0.9775
2.9715
0.494
0.4218
0.403
-0.3286
1.1463
-0.0575
1.022
-1.0941
-0.5583
0.6974
-0.8607
0.9113
0.6327
1.5577
-1.6528
-1.2952
-0.5739
-0.3369
0.8076
0.5131
0.4806
0.8121
0.023
0.1919
1.0714
1.4508
-1.6367
0.2825
0.7756
0.6107
1.4308
-0.0038
-0.1515
0.2541
-0.1735
-0.5546
-0.1582
-0.3036
0.6673
0.2635
-0.2193
0.2769
0.0879
0.2216
-0.4496
0.3456
-0.3168
-0.5268
0.5191
1.4484
-0.3641
0.6385
0.858
-0.7958
0.042
-0.2205
-1.0184
-0.2649
-0.6456
-0.5157
0.3141
0.5209
-0.4675
0.307
0.8435
0.0746
-1.1839
-0.1912
-0.2215
1.5953
-0.762
-0.8743
-0.5408
0.4624
0.0633
-0.3342
0.0845
-0.2415
-0.3805
-0.5171
-0.7685
-1.8167
-0.1064
-0.1649
-1.4059
0.5527
0.8792
0.8403
-0.9965
1.7073
0.4308
-0.7276
0.564
-0.829
1.3966
1.3309
-1.6294
0.6124
-0.2264
0.0155
-0.9553
0.8436
2.6469
-0.5789
-0.6828
-0.5489
-0.3447
0.9438
-0.9752
0.6636
0.8574
1.526
-0.2169
-0.3751
1.0958
0.1327
2.3198
-0.3797
-0.3488
-0.7698
-0.512
-0.0644
-1.1265
-0.8447
2.2162
0.8764
2.0875
0.5564
0.0375
-0.3983
0.9673
-0.4002
-0.2521
1.223
0.8671
-0.0659
0.0139
1.5207
0.9173
-0.233
-0.7936
-0.6287
-0.6231
-0.9015
-0.4072
-0.1288
0.5915
-0.4919
1.3156
-0.1575
0.3951
-1.5871
0.3701
0.6601
-0.9586
0.0044
1.4836
-0.3001
-0.1312
-0.4992
-0.5755
-0.5101
-0.6086
-0.826
-0.3462
1.5307
-1.2149
-0.2279
0.3263
0.733
0.5143
-0.8151
-1.3726
1.374
0.6929
0.7591
1.9457
-0.1256
0.1557
0.2671
1.0694
-0.4213
-0.4462
-0.2405
-0.9667
-1.1574
-0.3026
1.6356
0.1346
-0.2678
1.9758
1.1248
0.0801
0.0935
-0.1223
-0.0312
-0.4591
-0.3754
-0.7703
85.333333
0
107
65.59
MASTECTOMY
Breast Cancer
Breast Invasive Ductal Carcinoma
Moderate
0
LumB
1
Positve
Positive
3
NEUTRAL
Negative
Ductal/NST
1
Post
1
Right
0
4.036
IDC
Positive
0
null
18
2
Living
3.1058
1.3965
-0.2563
-1.6066
3.5037
0.5742
2.6325
1.351
0.1763
-1.5154
0.8799
-0.0766
-0.9364
5.2032
0.9703
1.992
5.7841
1.8337
-1.1776
0.9024
-0.1854
1.4589
2.4538
-0.1343
2.3078
3.2304
0.5796
1.9632
1.3073
-0.2594
-0.3827
-1.2762
-0.1941
-0.6172
-0.9998
0.3523
0.562
3.3015
2.1993
0.7118
0.0509
-1.1772
1.2657
0.024
1.4737
0.9864
0.0758
-0.9065
1.0215
-0.0757
-1.3926
-0.6746
-0.2414
-2.1881
-0.3581
-0.6387
2.9003
-1.9199
4.0111
-0.8181
1.0316
2.2834
-2.6083
-1.2575
-2.0935
-1.3135
-0.7466
0.5318
-0.7693
-2.1152
-1.2223
-1.4649
0.1688
-1.509
-1.98
1.4189
0.5306
-0.426
-2.0039
1.3182
-1.7236
-1.8365
-4.3789
-1.1441
-1.9551
-1.1557
0.6973
-0.2514
-2.7607
-2.3617
-1.6649
-0.4171
-0.2669
-0.2737
0.4151
-0.5242
-1.1314
0.6737
-0.0119
-0.2916
0.7593
2.7848
-1.3853
-0.2662
1.4694
0.9792
0.0334
0.5124
0.8818
-1.6486
0.989
-0.3971
0.0629
-0.7032
-0.5911
1.7626
0.3909
2.8673
-0.2632
-0.6657
2.0872
-0.3999
0.0502
-0.5015
-0.4983
0.1045
-0.8517
1.3062
-1.1498
0.1982
0.1046
0.0794
0.0919
-0.5663
1.7619
-0.3554
-0.3903
-1.8246
1.6676
1.3173
0.336
0.717
1.3485
-0.8999
-2.9831
-0.016
0.0566
0.1126
-1.4346
-0.4122
-1.0894
0.8534
-0.3204
3.9257
-0.1327
0.6248
-1.1815
-1.292
-0.041
0.4066
0.1652
-0.3804
-0.7043
-0.9293
0.3252
-0.3784
-1.6349
0.6297
-2.8173
-2.252
1.2792
1.5895
1.0163
0.7706
-0.2236
0.8447
0.3267
-0.1122
1.8782
-0.0465
-0.1059
-0.3432
-0.346
0.476
1.1366
-0.8335
-1.2695
-0.5306
-2.3174
1.0533
0.8693
-3.1631
-0.1516
-1.5335
1.4345
0.3199
0.8785
-0.6368
1.6013
-1.4416
-0.1445
0.2455
1.9975
0.3437
4.1098
-0.323
0.1349
0.657
2.2064
1.3364
0.3386
1.5673
-0.8628
-0.4431
-0.3489
-0.0052
0.1547
0.3486
-1.0816
-0.5958
-0.3965
-0.7749
-0.0588
-0.789
-0.1432
-0.8793
-2.9959
0.2744
1.0566
-1.0295
0.203
-0.5598
-1.2335
0.247
-0.9422
4.1079
-0.6254
-1.6931
-1.017
0.0512
-0.3205
2.6402
-1.0696
0.5479
1.243
1.6619
1.5491
-2.8173
-2.2174
2.0477
-0.3974
0.7229
1.5201
-0.6883
-0.1431
0.4001
0.3214
6.2024
-1.831
-1.9247
-1.6488
-1.4589
1.1313
1.9991
0.4234
-0.8239
-1.0331
-0.0605
-0.3948
-1.3825
2.4826
-1.5834
-0.5692
-3.4
0.2249
0.3912
-1.9469
-1.4172
-1.6858
1.7007
-0.2207
-0.9168
0.3236
1.3913
-1.4599
-2.3367
-0.4554
0.5415
-2.4037
1.3786
-1.1088
-2.3808
-0.5468
-1.6683
0.8549
-0.5906
-0.1781
-0.3649
-0.036
0.1828
0.4457
-0.1543
0.2294
1.182
0.5176
1.0365
2.1958
-1.4395
-0.908
-1.304
-2.627
-0.2594
-0.0312
-1.0194
-0.9221
-2.0765
1.4894
0.7363
0.7102
1.5276
0.7853
-2.8429
-1.9787
-3.1679
0.1398
-0.5481
-0.418
-0.6468
0.1121
-1.8521
-1.3436
0.0126
0.2591
-0.0723
-1.3451
1.9174
-1.541
-0.2158
-0.9919
-0.1032
1.3066
-0.632
0.3787
1.7372
0.1021
0.402
1.2231
-0.3235
0.9477
0.2447
-2.8484
0.6474
-1.5547
1.5081
5.3803
1.166
-1.3601
-0.1779
-0.9956
-1.1438
0.9336
-1.4139
2.4975
-0.395
0.216
0.7154
-0.5689
-1.6685
-3.4626
0.056
-0.285
-0.7648
1.9898
1.9157
-0.4078
0.7722
-0.5381
-1.2761
0.6964
-0.2222
1.6068
0.1635
0.2465
1.8482
5.1083
-1.198
0.1555
-0.8491
2.1533
-0.9256
0.2065
2.8379
-0.7141
1.2898
-1.8171
0.4281
0.4073
2.3609
2.615
-0.3606
-1.8836
-2.7076
-0.1732
0.1487
-0.8837
2.2007
0.8803
-0.6034
1.4828
2.1035
-1.6329
-1.7619
0.4845
-0.7036
-0.1741
0.3639
-0.121
4.8673
-0.184
-1.4143
-2.587
0.3721
-0.3203
-0.7761
0.8419
0.5599
-0.9725
2.2043
2.3877
-1.4728
-0.6478
-0.612
-0.3918
-0.1985
0.1004
6.0437
-0.3126
-0.2353
-1.1996
-0.8287
0.1479
0.6925
0.411
-0.8447
-0.198
0.0142
0.3243
0.0405
-0.6273
0.3676
-0.4493
-0.8492
-3.2831
0.2016
-0.8665
-0.4483
0.0394
-1.1236
1.1017
1.8277
2.0211
0.5563
-0.8706
0.1657
-1.2864
0.1925
0.8314
1.0413
-0.1062
3.9864
-0.9891
2.3615
-0.87
0.8706
0.316
-0.0635
-0.0684
-0.4056
0.8911
-0.4179
0.4008
0.5169
-0.061
-0.4436
-2.6832
-2.3182
0.1683
-0.3488
-0.8312
158.033333
0
108
43.15
BREAST CONSERVING
Breast Cancer
Breast Invasive Ductal Carcinoma
Low
1
claudin-low
1
Positve
Positive
3
NEUTRAL
Negative
Ductal/NST
1
Pre
4ER+
Right
0
4.036
IDC
Negative
1
null
18
1
Died of Disease
-0.0435
0.6378
-1.3083
1.0111
-0.6298
1.6264
-0.3502
0.8901
0.3586
-1.262
-0.1758
0.2472
-1.53
4.896
0.5874
2.6066
3.9707
2.2824
1.2106
-0.4515
1.1897
-0.4148
-0.0089
-0.3017
1.3779
2.112
0.0612
-0.7347
0.2241
-1.6757
0.5575
0.0096
0.6713
0.5019
-0.9978
-1.5372
-0.4931
3.1903
1.6224
-0.0413
1.1895
-1.2772
0.9746
-0.2894
-0.6062
-0.2741
-0.6136
0.4996
3.4282
1.1849
-0.0079
-3.111
0.9841
-0.4295
-0.2761
-1.3876
1.5111
-1.6923
3.5207
-0.6118
-1.3808
5.0629
-2.1543
-1.4517
0.4062
-1.07
0.0332
-0.7886
0.2027
-0.8367
-2.6004
0.3591
-2.4399
-1.4214
-0.9962
2.3322
-2.1121
0.566
-1.6929
1.3337
-0.8727
-2.8915
-1.7379
-0.6243
-2.0687
0.1855
0.3164
-3.2675
-3.9442
-1.5442
0.0359
-2.5458
-0.0122
0.3815
0.4306
-0.9338
-1.8771
0.9273
-1.4135
-1.0395
-1.7692
3.2036
-3.8999
-0.148
-1.1427
-1.2917
-0.8818
-1.1992
1.8179
-4.3053
3.4317
2.5022
-0.1851
1.1528
-1.9651
0.1212
-1.2887
0.9736
-0.0449
1.6598
1.0165
0.526
0.048
-1.8444
0.3495
0.4755
-0.6328
0.0476
-0.0078
1.623
1.5982
-0.837
-0.4715
-0.9422
1.9365
0.7195
0.7274
2.0737
1.1415
0.6227
0.3515
0.9024
0.3853
-1.6483
0.8982
1.0997
0.3951
1.435
0.3521
0.1729
-0.9524
0.3084
-0.3674
3.7035
-0.2977
2.1176
-1.9266
-1.6841
-0.3886
4.2139
-0.9081
-1.3221
-0.2878
1.5741
1.0381
0.5581
0.1
-0.455
-1.2956
-2.042
1.9676
3.9899
-1.8568
5.1921
-0.234
0.1105
0.1681
0.9442
1.2449
-2.1507
1.0026
0.3554
0.3847
-0.2174
0.5828
-2.8489
-0.4216
0.0594
-1.3097
2.1428
-1.6672
-1.3579
-0.2326
2.131
0.1462
0.2539
-2.5428
-0.3067
1.8655
-2.3471
0.657
-0.833
-0.4459
-1.6627
0.4058
0.5778
-1.6453
0.3421
-0.7323
-0.5906
-0.8905
0.1573
0.6379
-0.1228
-0.7896
-1.0727
-0.5563
-0.3291
0.6335
0.1753
1.6342
1.0873
-0.8099
0.7447
-0.0371
-2.309
-1.2299
-0.7381
0.3107
-0.6066
-0.4139
1.6131
-1.3044
-2.0745
-0.5169
4.8376
0.486
-3.5536
-0.7324
-2.0283
-1.1899
0.2411
-1.6112
1.4366
0.8877
2.9609
1.786
-0.5658
-0.8869
2.8537
-0.8012
-0.4262
-1.1335
-1.707
0.5148
-0.9163
1.1491
5.1263
-1.7767
-2.6482
-0.1899
-2.2812
0.9729
1.104
0.2401
-0.8351
-0.6608
0.561
1.7476
0.1565
0.4134
-3.3447
-1.9084
-2.8385
-0.4723
-0.0892
0.3879
-2.1393
0.066
2.0628
-1.6454
-1.7062
0.643
-1.884
-2.3337
-2.3212
-0.2434
0.1943
-2.0184
-0.7936
1.0828
-1.7749
-1.5084
-1.1039
0.6908
-0.5424
0.0374
-0.8419
0.2836
-1.2688
-0.3479
-1.2657
-1.6186
0.8786
-0.3157
-0.6743
-0.2646
-2.5656
-0.2631
-0.2654
-0.9189
0.1784
1.4583
0.0782
-1.8993
-1.7991
0.755
0.0316
1.8272
1.7406
0.6208
-2.3556
-2.4429
-3.0209
-0.9169
1.8245
2.0405
0.7076
1.3989
-1.1846
-0.8392
-2.0882
-0.635
-0.8048
-3.4111
-2.4867
0.8249
-0.6827
-1.198
0.0542
0.922
-1.7424
-0.2161
-0.5474
2.3155
0.3505
-0.3668
0.2172
-0.0831
0.5452
-4.0332
0.0639
-2.4743
2.0129
2.772
0.5036
1.3991
-0.2054
0.2543
-1.1286
-1.0754
-0.998
6.4452
0.0157
-0.3314
-0.127
-1.3738
-4.3123
-1.0032
-0.2277
-0.7029
-0.1685
1.7872
2.3996
-1.3345
-1.2579
-0.9853
1.5727
2.3518
0.3619
3.121
-0.129
-0.6235
1.6227
4.7814
-0.8418
-0.8245
-0.9949
0.2813
-1.366
0.4592
1.8171
-1.2045
6.818
-1.3078
1.9639
3.0907
-0.1593
1.7933
-2.897
-3.0406
-3.0725
-1.2206
-0.1318
-0.8099
1.5323
-0.7145
0.5106
-0.4799
-0.6487
-4.8032
-5.5258
0.3944
-0.6846
-0.2949
1.3945
-1.8554
5.3318
1.5281
0.0218
-2.4901
0.0583
-0.2871
0.296
1.4312
-0.8568
-0.9496
1.3795
0.8332
1.4941
-0.0273
1.4977
0.8948
0.4796
-1.8427
0.7914
0.3957
3.1279
-0.1361
0.8292
0.722
0.4598
0.3468
-0.826
-2.1072
7.9682
0.3164
-0.282
-0.0444
-0.0331
-1.618
2.6062
0.6147
-0.0527
1.3906
-0.6264
0.0212
-0.4665
-1.279
1.1692
0.2524
0.1867
0.8449
-1.1004
-0.584
2.6612
-0.8074
1.4851
0.0582
1.8305
-0.2767
1.5268
-0.4101
-0.2646
0.6722
-0.0632
-1.1618
-1.8568
3.2571
-0.7219
0.4187
4.1293
0.0327
-0.5153
-3.2897
-1.5748
-0.3767
1.1506
-0.6219
42.7
1
109
82.53
null
Breast Cancer
Breast Invasive Ductal Carcinoma
High
0
Basal
1
Positve
Positive
3
GAIN
Negative
Ductal/NST
0
Post
9
null
0
4.09
IDC
Positive
0
ER+/HER2- High Prolif
45
2
Died of Other Causes
1.4535
-0.0586
0.6504
0.0523
-0.5479
0.5308
0.1455
2.4225
0.274
-1.057
-0.1591
2.0519
1.0165
1.7944
1.7706
2.2054
0.1811
1.8179
1.1855
2.1293
0.1044
1.667
-0.2838
0.1792
1.1498
2.5086
-0.048
1.1504
1.0905
-1.0492
2.1039
-1.0873
-0.0537
-0.4024
-1.5246
1.609
-0.9813
0.3339
-0.439
0.6905
0.9789
0.6313
2.9293
0.5518
0.4526
0.2485
-0.6146
0.7174
2.0973
1.672
-0.9906
0.353
-0.7117
-0.3799
0.5978
0.1961
1.468
-1.2116
1.9506
0.6812
-0.357
0.4921
-1.0974
1.2014
-1.2425
-2.2099
-0.4491
-1.3904
0.3016
-0.7517
-1.2171
-1.0509
0.5782
0.7005
1.2355
0.795
0.293
-0.9611
-2.6505
2.0865
-3.0058
-1.9242
0.5445
1.0072
-1.0738
-0.8786
-0.4353
-1.9349
-2.5115
-1.8426
1.2668
-3.967
-0.669
0.1174
-0.2955
-0.6758
-1.1459
-1.8707
1.6564
0.1643
2.5854
0.9975
-1.4114
-0.6827
-1.4336
-0.2351
-1.6979
-1.6901
-1.5113
0.2869
0.6715
0.155
-0.2068
-0.8887
0.6809
-0.66
-0.7346
-0.0748
-0.2961
0.4864
1.4328
-0.8651
-0.5692
-0.6209
0.1069
1.2347
-0.3259
-0.9223
0.3335
2.442
2.1451
1.799
-0.0791
-0.9544
-0.3933
2.5236
-0.1406
0.2508
0.0709
0.3159
1.2624
0.4342
1.0045
0.0175
-1.4096
0.4882
0.6903
-0.3747
-2.3072
-0.9203
0.1388
-1.1498
0.949
1.0801
-0.2543
-1.5461
-0.4063
-0.3536
0.0552
-1.1917
-0.8167
-0.3598
1.2672
-0.3903
0.1435
-0.7458
-0.7441
-1.2272
-0.9863
1.0271
0.2797
0.8361
0.5866
-0.9667
0.5337
0.1971
-1.0156
0.1114
0.48
-0.3638
0.0883
0.336
0.4764
0.0579
1.4584
-0.6082
-1.342
-1.1447
1.8188
-0.0965
-1.3132
-1.2322
-0.6521
1.9504
-0.8891
0.8556
-0.4798
-0.2151
1.1408
-2.3405
2.6141
-1.1491
-0.087
1.3285
-0.3329
-0.6817
-2.6995
2.2376
-0.7149
0.2757
-0.5647
1.2105
-0.176
-0.5204
-1.1601
-0.7271
0.0921
-0.8608
-1.0949
1.4893
-0.8675
-1.5085
-1.1218
-1.2506
0.0174
0.6318
-0.5353
-0.877
-0.1864
-1.6811
-0.9445
-1.7263
-4.7141
-0.025
-1.2394
1.1129
-0.4985
-0.297
-0.9991
2.3755
-0.81
1.5762
0.3006
0.5479
1.5246
0.6266
1.4214
0.1691
-0.7776
-0.1412
0.2889
0.0851
-0.7445
-0.6534
0.1184
-0.7289
-1.7427
-0.9679
0.7161
-2.5015
-1.7633
-1.4771
0.164
-1.6165
0.2537
-1.1681
-1.2865
-0.2404
-1.2086
0.4439
-2.1093
-0.6266
1.1954
-0.2136
-1.4732
-0.4566
1.2238
-0.754
-0.1588
0.1029
0.3039
1.5584
-1.4264
-1.0271
-1.7965
-0.075
-0.5297
0.4041
-0.8444
1.974
-1.8473
0.9308
0.5865
-0.6199
-0.2346
-1.2474
-0.5979
0.6044
0.4465
-1.2807
0.4263
-0.2165
0.0656
0.2895
0.3265
0.9623
-0.5652
-1.4844
-1.4007
-2.1624
0.0183
-0.4402
0.9227
-0.2225
-1.0582
-2.4263
0.5662
0.1918
1.5254
0.5772
0.6745
0.6425
-0.5552
0.3989
-0.0691
-0.5397
-1.3456
-0.5804
0.0213
2.457
1.7621
-1.5666
-0.3238
-3.2894
-0.217
-0.588
0.5866
0.4299
-0.9686
0.5263
1.7132
-2.506
0.0527
0.7277
-0.7908
-1.0742
-0.0375
0.5781
0.0011
-1.2173
-2.471
-0.073
-0.6964
0.9599
2.2077
0.1654
0.1015
-1.074
-1.4125
-0.8222
1.0779
-1.2347
-1.0481
-0.5764
-0.1962
0.1894
-0.2121
-0.5071
0.7604
-0.8291
-0.7301
0.0799
0.8983
2.1759
1.9044
-0.7269
-1.7517
0.9412
4.5507
0.3769
-0.613
1.6925
-2.5245
-0.0534
-0.7492
-1.03
0.5482
0.8114
2.4104
1.6962
0.0476
1.9538
0.0231
0.342
-1.2905
-0.8163
1.1451
-0.7411
0.1689
0.1334
0.1971
0.1663
1.175
-1.1238
-1.191
0.2955
0.0203
-0.5076
0.9937
1.1027
-0.4613
0.1102
-0.0074
-0.1793
-1.1579
-1.7113
1.3585
0.7977
1.7208
0.3479
0.648
0.0929
-0.7421
1.8117
-0.1819
0.1987
-1.986
0.0602
-0.7331
1.4953
-0.048
-1.6536
-0.8433
-1.1578
0.7123
-0.3732
0.6071
-0.3034
0.3655
-1.3332
-0.4205
0.1194
-0.9268
-0.5344
0.0981
0.0622
-0.487
0.031
0.3793
2.6626
2.643
-0.3947
0.9018
1.1775
-0.8576
-0.802
-0.9163
-0.1593
-1.2338
0.2267
1.9916
0.3836
1.9605
-0.0999
-1.4325
0.0874
0.4136
-3.0107
-0.3764
0.6847
-1.6635
0.3566
-1.3199
0.3762
0.941
1.2593
-1.5862
0.7535
-1.6598
1.9345
0.2923
1.8567
0.1476
-0.2918
-0.7363
-0.7472
-0.4634
1.4459
-0.7573
112.4
1
111
54.23
MASTECTOMY
Breast Cancer
Breast Invasive Ductal Carcinoma
High
0
LumA
1
Positve
Positive
1
NEUTRAL
Negative
Ductal/NST
1
Post
3
Right
0
2.054
IDC
Positive
0
ER+/HER2- Low Prolif
27
2
Living
-0.5712
1.9283
0.0486
0.8939
0.7178
0.0385
0.8152
-0.0026
0.7932
-0.5561
-0.4057
-1.4133
0.9963
0.1857
-0.5286
0.1944
-0.49
-0.6806
-1.141
-0.3298
0.3713
-0.5233
-0.0407
-0.6568
-0.6859
-1.2145
-0.8479
-1.0519
-0.8954
-0.5021
-0.1284
-0.2814
1.6429
0.1331
-0.5475
-0.674
0.342
1.0787
-0.406
-1.5065
-0.3432
0.1681
-0.4058
-0.9027
-1.7214
-0.4961
-0.2765
-0.3005
0.0932
-1.5438
-0.6521
-0.0325
0.6495
1.0403
-0.2861
0.0128
1.2482
0.4632
0.6653
0.3754
-0.2756
0.6214
-0.9613
-0.9745
-1.5298
-1.011
-0.2166
-1.6794
-0.7587
-1.2378
0.3673
0.0239
1.0823
-0.7238
-0.8069
0.2967
1.8317
-0.8582
0.5584
0.5485
0.03
-0.9447
-0.7605
-0.9392
-0.9958
1.5172
0.8392
0.4979
0.0095
-0.5811
-0.3776
-0.196
0.5705
-0.6581
-0.1986
0.1973
0.3244
0.2996
0.4349
-1.1117
-0.6572
0.1901
-1.127
-0.3452
-1.1399
-0.7772
0.0228
-0.8776
1.1481
-0.9965
0.9409
0.7639
0.2592
0.2082
-1.2285
0.0327
1.1937
-1.0983
0.0722
0.6348
-1.343
-0.1657
1.0503
0.9142
-0.7507
-0.1419
0.6923
0.1767
1.5118
-0.6373
0.0134
-0.3861
1.6074
-0.4777
1.9831
0.3684
1.1776
-1.3604
0.9712
0.879
0.0048
-0.008
-1.2627
-1.3719
-0.4162
-0.679
0.0614
-0.2065
1.3941
0.0998
-0.5771
0.9323
-0.0632
0.855
-1.3219
1.2998
-0.113
-0.6795
-1.0924
1.1602
-0.6545
0.5942
-0.4202
0.3452
0.8516
1.1761
-0.3139
-0.873
0.0257
-0.8277
-0.1406
-0.0564
-1.7083
2.3832
0.2367
0.2786
-0.4911
0.7258
2.3998
-0.7697
0.9911
1.2323
0.6921
-0.9913
-0.4086
-0.0819
-0.8563
1.8465
-0.3216
-0.1695
-0.5779
-0.1989
0.369
0.0101
0.0477
0.8593
0.1136
-0.4681
0.4335
-0.0322
-0.9407
0.5611
-0.1038
0.196
-0.3514
-0.1941
-0.7877
-0.5909
-0.1359
-1.2035
-1.0138
0.8731
1.8656
-0.2342
2.1027
-1.0404
0.5351
-1.2044
-0.3661
0.0369
0.5087
-0.0947
-0.1616
-1.151
-0.3084
-0.057
-0.3777
-0.5634
-0.5515
-0.6412
-0.4919
1.9472
0.7452
1.0816
0.1492
-0.1158
0.526
-0.0636
0.2447
-1.1472
0.4292
-0.3802
0.8035
0.0219
-0.1967
-0.4054
0.9121
-1.3319
1.6257
-0.5464
-1.8889
0.1376
-0.8205
-0.4909
1.2642
0.3974
0.3639
0.3241
-0.6684
1.6501
-0.5594
-0.5037
-0.5598
-1.0312
0.0219
-1.0089
1.0986
-0.6548
1.0265
0.2291
0.0903
-0.2853
-1.0728
-0.7838
-0.486
-0.9575
0.5911
0.0334
0.2679
0.307
0.7669
-1.0605
-0.3054
0.7719
0.1608
-1.0123
2.4882
0.7273
-0.0674
0.8361
0.9398
-0.1516
-0.9624
-0.3044
0.1538
0.0341
-0.9417
-1.1511
-0.0075
0.1388
-0.9437
-0.0088
0.2352
2.424
0.8317
-1.8141
-0.1539
0.2161
0.055
1.1472
-0.1198
0.9604
1.1354
-0.1227
1.3505
0.1791
-0.6478
-0.549
2.0854
0.253
1.3318
-0.6432
-1.0607
-0.1658
-0.4428
-1.2827
2.6156
-1.481
0.0555
-0.3753
0.3851
2.034
-0.6854
1.7665
0.3421
-0.3968
-0.9231
-0.5145
-0.0146
-0.3496
-0.2786
0.3101
-0.0156
-0.3483
3.4306
1.7208
-0.4449
-0.0856
-0.511
0.5981
0.0591
1.3132
-0.6627
0.0417
-0.0146
1.4271
-0.2477
0.728
1.4237
0.0436
-0.1665
-0.9514
1.5729
-0.1042
0.2479
-1.0822
-0.1148
-0.214
0.153
-0.3764
-1.3227
0.086
0.3698
1.0742
-0.0764
0.755
-0.4603
0.2937
-0.6076
0.1844
1.4295
-2.0458
1.0825
0.746
0.6433
0.9051
0.9377
0.1951
-0.5475
-1.1972
0.4475
0.7082
1.4555
-0.4092
0.1965
-0.3066
0.2325
0.4691
-1.0759
0.8062
-0.139
-0.0731
0.475
2.0223
-0.4524
0.6086
0.4984
-0.5941
-0.2104
1.08
-0.4753
-1.6805
-0.945
0.0768
-0.324
1.6867
-0.1549
0.8358
0.724
-0.8847
0.7574
0.3279
-0.6303
-1.0259
0.9089
0.8105
-0.8405
1.8429
1.3813
-0.6187
-0.6338
-0.0421
-0.2528
-1.7057
0.8318
-0.0866
-0.3493
0.1043
0.3674
1.3997
1.579
1.1653
1.5832
-0.4294
1.1881
-0.072
-0.1211
-0.3424
-1.4011
-1.0994
1.6048
0.9048
-0.9678
0.8724
-1.2264
-0.2774
-1.2708
0.328
0.0849
0.6191
-0.2453
-0.5885
0.363
0.4324
-0.0457
-0.4785
-1.128
0.7918
-0.7799
0.8631
1.3731
0.0164
-0.7627
1.2914
-0.4123
-0.4128
-0.4646
0.193
1.0078
-0.8287
0.408
-0.718
-0.0284
-0.5692
-0.517
-0.1766
0.8149
0.106
0.1432
127.1
0
112
83.89
MASTECTOMY
Breast Cancer
Breast Invasive Lobular Carcinoma
High
0
LumA
1
Positve
Positive
3
NEUTRAL
Negative
Lobular
1
Post
3
Right
14
6.3
ILC
Negative
1
ER+/HER2- Low Prolif
150
3
Died of Disease
-1.5288
-1.1729
-0.951
-0.9878
-0.3221
-0.329
-2.3875
-1.0692
0.5572
-1.07
0.1368
-0.9684
0.2876
0.1449
-0.7257
-0.2741
1.4071
-0.7326
-1.456
0.5478
0.0783
-0.4201
-0.592
-1.0012
-0.5871
-0.1865
-0.6521
-2.1538
-0.4094
-1.5052
-2.0526
0.5376
0.0426
-0.0322
0.9383
-1.3621
0.0717
1.1968
-0.0359
-1.1219
-1.5424
-1.3083
-0.5696
0.2477
-0.4448
0.2262
-0.9741
0.2459
1.2698
0.4528
-0.0976
-0.9986
0.0077
-0.2128
-1.171
-1.3835
-1.2858
-0.5761
-0.3731
0.7402
0.974
0.3869
-0.2941
0.6445
-0.5157
0.0308
0.098
-1.2908
1.6452
0.1953
-0.4368
0.2996
-0.3292
-0.3423
0.8528
-0.5511
0.2976
0.9912
-0.3314
0.7276
-1.1347
-1.1141
0.2381
2.4776
-1.5278
-0.3809
0.4788
-0.6551
-0.6126
-1.4303
-0.7236
-2.0516
-0.3887
1.7231
0.8502
0.5533
0.2526
0.4258
-0.4089
1.9713
-2.1347
0.2345
-0.9087
0.243
0.2243
-1.1058
-0.3078
-0.8284
0.1416
0.5795
1.9535
0.3927
-0.3812
-0.1964
1.0477
0.4438
0.1468
0.3888
-1.5815
0.7013
-0.5792
0.4773
0.7789
-0.1361
0.9355
-0.1612
0.0886
0.6939
2.1442
-0.7147
0.5043
0.8083
-0.7715
0.0146
1.6238
-0.9809
2.0811
-1.3809
-0.5191
0.7979
-0.2608
0.3373
-0.98
-0.7158
0.049
-0.4585
1.1328
0.8339
0.6599
-0.8466
0.5222
0.6235
-0.2344
-0.0871
0.0679
-0.7405
-0.8731
0.02
-0.7673
-0.5142
-0.3072
0.0125
-0.3864
0.5203
-0.3576
-0.1098
-1.1884
-1.7195
-1.5306
0.1893
-0.3492
-0.1178
-0.1385
0.7898
-2.0785
-0.2012
1.2415
-2.6186
0.9929
-0.1749
0.8283
0.9192
-0.3835
1.4317
-0.0374
-0.9196
-0.7286
-0.3443
0.5085
0.8579
-1.1162
-1.9994
0.6996
-0.2532
-1.0158
-0.2571
-0.0838
0.2058
-0.0533
-1.3099
-0.4156
-0.2899
-1.3707
-0.222
-0.7071
-0.6399
-1.6628
-0.6801
-0.9156
-0.164
-0.5091
0.5923
-0.3679
-0.5075
-0.4767
-1.3923
-1.0562
0.8063
-1.2132
-0.0518
-0.2129
0.1531
0.939
-1.1573
-1.5929
-0.888
1.8333
-0.5249
0.4753
0.1887
-0.7321
0.3025
-0.4173
-0.2714
-0.2602
-1.2956
0.7108
-1.2669
-0.514
-1.92
0.627
-1.1534
-0.7309
0.8626
-0.7442
-0.7042
-0.4682
0.1831
0.1996
-0.9327
0.494
-1.2431
-0.6415
-1.2242
1.563
-0.989
-0.2029
-0.3476
-0.5517
-0.0137
0.3192
0.974
-0.2012
-0.5955
-0.6974
-1.1436
-0.0924
0.0484
1.0563
0.9074
-0.8295
-0.8337
-1.2549
0.1491
-0.0881
-0.0595
-1.1537
-0.3407
-0.7172
0.3383
0.5536
-0.2891
0.9147
-1.1655
-1.2995
0.2709
-0.9472
1.2407
-1.6708
-0.8319
0.7096
-1.0726
-1.0958
-0.3664
1.5878
-1.779
-0.3286
-0.5498
1.3891
-0.8768
0.0015
-1.4216
-0.3579
1.3225
-0.2227
0.1802
0.2526
-0.1154
0.4699
0.6695
-0.1939
1.0752
-1.4131
2.5245
0.033
-0.6198
-0.522
-0.1276
-0.296
0.1349
0.0284
-1.179
0.1836
-1.5795
-1.5485
1.1803
5.2643
0.398
0.9223
-0.6278
0.0837
-1.0621
-0.6191
-0.2629
0.2669
0.3829
0.4081
0.0859
-1.4661
-0.4753
-0.0846
0.0873
0.5867
-1.1558
-0.9668
2.5734
-0.1701
0.3807
-0.5799
0.2405
-1.9428
0.5088
-2.6012
2.8054
0.1732
3.0079
1.2435
-1.2153
0.668
0.1788
0.3055
1.1313
0.2829
-0.5194
0.4232
1.4491
0.2013
-0.3804
0.3186
0.1694
-0.9291
-2.4504
-0.4535
-0.0304
0.131
-1.1317
0.7643
-0.9192
0.1896
0.4615
0.212
3.8689
-0.3332
0.6511
1.3547
0.7718
1.1302
1.0893
0.5441
-0.0686
1.3795
-0.4867
0.6728
0.6607
0.9304
0.1274
0.7272
-0.2093
-0.6902
-0.668
-1.1386
-1.827
0.9803
0.0387
0.8922
0.2333
-0.7931
-0.8942
-1.9949
0.0949
-0.5846
-2.2273
1.3701
0.5123
1.9224
-0.0512
1.3631
-0.9051
0.3615
-0.1729
-0.5963
0.5592
-0.5592
-0.5771
2.1486
-0.2254
-1.7918
0.9177
0.7945
1.4055
0.7641
0.2848
0.7754
-0.0231
-1.158
0.4107
-0.7304
0.7479
0.6501
-0.2013
-0.3742
-1.3518
1.7493
-1.6445
0.6466
0.3369
-0.0705
0.0749
0.5793
-1.1952
-0.1785
0.9008
0.1309
0.1341
-0.9465
-0.4786
-0.3322
0.3211
-0.1835
-0.7514
-0.5611
0.4031
1.1683
-0.3475
-0.2486
-0.056
-0.5891
-1.4371
-0.3563
0.8823
0.0671
-0.2751
1.5843
0.8719
-0.0685
-0.3886
0.8925
0.5991
0.2344
-0.1918
-0.6168
-0.2093
1.3545
-0.4457
-1.5893
-1.2875
0.179
0.5496
1.9872
39.166667
1
113
36.96
MASTECTOMY
Breast Cancer
Breast Invasive Ductal Carcinoma
Low
1
Her2
1
Positve
Negative
3
GAIN
Positive
Ductal/NST
1
Pre
5
Right
3
5.034
IDC
Negative
1
HER2+
17
2
Living
-0.1192
0.4046
-0.5506
1.2308
0.8716
-2.7133
1.4165
-0.4067
-0.3817
-1.2187
-0.2769
-0.215
0.6931
0.1739
0.4624
0.6777
0.1372
-0.5262
-0.2193
-0.1027
-0.5667
-1.2159
0.1391
-0.5272
0.8158
0.9541
0.3076
-0.3193
0.3355
0.6251
0.6516
0.3512
0.0981
-0.6357
-1.0083
-0.8289
0.3626
0.9771
-0.8239
-0.8196
0.7038
-0.2629
0.1976
0.3627
0.5718
0.6273
-0.1711
0.239
-0.347
-1.0829
-0.2524
-0.885
-0.9103
-1.2254
0.2465
0.6109
1.5478
0.6827
0.2761
1.0027
-0.441
0.3577
0.8047
-0.3368
-0.4119
-1.0934
-0.187
-0.0784
-0.8118
-0.3134
-0.5264
-1.5033
-0.8136
-0.2294
-2.1838
0.4933
0.9477
0.4536
-0.2774
-1.1269
-0.4036
-1.3896
0.3502
1.642
-1.2771
-0.3664
0.0629
-1.3937
0.5734
0.7327
-0.3376
0.0916
-1.1447
-2.0846
-0.2261
-0.1041
0.1156
-0.1656
-1.5159
1.6607
-0.9467
-1.447
-1.1749
0.6203
0.6807
0.5296
-0.6383
-1.0137
1.3691
0.8288
0.2972
1.869
0.239
-0.1383
0.9753
-0.4834
0.5652
-0.1013
-1.1608
0.185
0.0264
0.2068
-0.2857
-0.376
-1.2517
0.6562
0.0348
0.3355
1.0464
-0.3098
-0.2864
0.2123
1.2857
-0.8831
0.1065
-0.507
0.5657
1.036
1.9806
0.1783
1.4834
0.0261
1.0692
-1.0859
-1.2653
0.5293
0.7105
-0.1452
-0.2842
0.2282
0.0305
-0.2642
-0.21
0.7793
0.0003
0.0084
2.7258
1.0816
0.4913
1.2549
0.4565
0.2993
-0.5224
-0.8059
-0.2502
0.2472
0.8975
0.1056
-1.1749
0.0847
0.1546
-0.2512
-0.0718
0.8847
-1.4506
0.0349
-0.3619
-0.3014
-0.1463
-0.5004
-0.4184
-0.2403
0.5464
0.0591
-0.0352
-0.4195
0.3154
0.095
0.1142
-0.2443
-1.5626
0.0109
0.2301
-1.433
-0.307
0.8452
-0.9613
-0.4538
1.1303
-0.8069
-1.6239
0.6774
-0.0088
-0.7864
-0.6542
2.2618
-0.1377
0.9814
-0.138
-0.3599
0.1145
-0.3661
0.8264
-0.2875
-0.5161
-0.2036
2.7876
-0.2955
1.2942
-0.3428
0.3914
-0.8609
-0.0427
-0.7341
-0.7506
-1.9813
1.0826
0.2257
0.5404
0.3463
-0.7646
0.8832
-0.5566
-0.7906
0.0615
-0.4012
0.2955
0.9763
-0.0944
0.0158
1.1532
1.1329
-0.2119
-0.5754
0.4306
0.2914
0.7169
-0.9613
1.1221
-0.2556
-0.0052
0.1248
0.189
1.2702
-0.0223
0.016
0.4904
-0.8676
0.5289
-0.2978
-0.7939
-0.7854
-1.1095
0.2015
1.0148
-0.6671
1.1369
-0.2654
0.3133
-0.4809
-0.3332
-1.3271
-0.0706
-0.4705
-0.1031
-0.2935
-0.06
0.2478
0.128
0.6354
0.1551
-0.6319
0.5915
-1.4684
0.5755
-0.7967
0.0333
0.6473
-0.9115
1.1646
0.0409
0.4886
-1.2453
-0.1178
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-1.5094
0.0847
1.6499
0.7728
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0.3866
0.2938
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0.0183
0.0291
-1.508
-0.7294
0.126
-0.4915
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-1.7104
-0.715
0.6342
0.5564
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0.1987
-0.386
-0.4063
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0.0061
0.0746
0.2045
-0.6484
0.9628
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-0.8187
0.3193
1.1636
1.4703
0.2496
-1.0428
0.4851
-0.0341
-0.0387
-0.787
-1.0888
0.5199
-0.1523
-0.0202
-0.34
-0.1129
4.4843
-0.6705
-0.2759
-1.1895
0.8372
-0.2685
-0.1051
0.3322
-0.5757
0.2237
1.5136
0.1488
-1.3748
-0.5059
-0.9446
0.3173
-0.0472
0.8407
1.4583
-0.1512
-1.7655
-0.5522
0.4799
0.2651
-0.0222
1.3323
-0.6283
0.47
0.9371
-0.6525
-0.2346
-0.1799
-0.1479
1.0206
0.9877
0.314
0.3929
-0.147
0.8311
-0.39
-1.3571
-0.4332
-0.0887
0.8422
0.3017
-1.1331
-0.5863
0.5771
-0.0059
-1.1059
-0.4496
-1.438
0.7077
-0.2742
0.2584
-0.1778
0.6832
0.5842
-0.2528
-0.6768
-1.2511
1.3295
-0.5424
-0.0793
-2.1647
0.2983
-0.2331
0.1585
0.4091
-0.8616
-0.0662
-0.8863
1.1281
-0.7984
-0.4909
-0.6908
0.699
1.9461
-0.3619
0.6405
-0.1221
-0.081
-1.1335
-0.9225
-0.8667
-0.2991
0.6401
1.683
-0.7443
-0.5836
-0.7845
-0.2099
-0.8332
-0.3826
-1.7221
-0.5842
-0.1762
0.0522
0.9508
-0.3122
1.882
-0.644
-0.3659
-0.3124
0.8627
-0.0156
-1.3325
1.8209
0.8888
0.4836
-0.2761
-0.3204
1.0038
-0.7146
0.0559
-0.2026
0.0174
-0.4828
0.1015
-0.8356
-0.4228
-0.0088
0.9261
0.8627
-0.5693
-0.7828
-0.7035
1.3675
-0.816
1.23
1.3435
-0.5558
-0.1408
0.326
0.4235
-0.0307
-0.2652
0.1086
-0.717
0.0638
-0.5756
43.166667
0
114
48.59
MASTECTOMY
Breast Cancer
Breast Invasive Ductal Carcinoma
Low
0
LumA
1
Positve
Positive
2
NEUTRAL
Negative
Ductal/NST
1
Pre
8
Left
0
3.06
IDC
Positive
0
ER+/HER2- High Prolif
30
2
Living
0.4559
-0.0071
1.0362
-0.1579
1.8202
-0.0084
0.0278
0.7954
-1.6891
1.4039
0.8048
0.0824
0.6525
0.8011
0.1308
-0.1551
0.4204
-0.6792
-0.4615
0.6455
-0.2164
0.3492
-0.2923
-0.1154
0.1752
-0.1208
-0.5649
0.261
-0.0892
0.4647
0.2736
-0.5743
-0.8134
-0.376
-0.7216
0.5216
0.266
0.4231
0.2728
-0.2357
0.3792
-0.5867
-0.1061
-0.7755
-0.2807
-1.3503
-0.6386
0.4901
0.3795
-0.9403
-1.0691
1.4072
2.3249
1.3677
-0.9288
0.8746
0.6712
-1.1848
0.4859
0.6163
0.7695
-0.3596
0.0116
-0.1977
-0.3599
-0.0929
-0.2469
-0.7916
-0.0457
-0.4135
0.322
-1.6469
1.2318
-0.8502
0.6056
0.3153
0.4811
-0.7381
0.048
-0.7837
-0.5866
-1.1266
0.1884
1.0986
0.9929
0.2589
-0.4437
-1.3932
1.0671
-0.7334
-0.0884
-0.1311
-0.0455
0.3941
0.7611
0.2073
2.1687
0.9586
-0.1262
-0.1123
0.7284
-0.2302
0.7536
0.3865
0.4403
0.4021
-0.8458
-0.2146
0.0588
1.0685
0.3127
0.1083
0.7056
-0.9235
0.2138
0.3267
0.5018
-0.9028
-0.711
1.6349
-0.5362
-0.4076
0.9634
0.1271
-0.0314
-0.4835
-1.1681
0.5691
0.7224
-0.3188
-0.2045
0.0174
0.6816
-0.8192
0.4916
0.5309
0.4218
0.4769
1.4846
0.397
0.7887
1.1188
0.2515
0.3002
-1.3805
2.2167
1.0242
0.4308
-1.1162
1.5027
2.5641
1.3941
-0.3838
0.6853
-0.4973
-0.8698
0.6468
0.9604
0.8458
-0.6952
-0.7324
0.1348
-0.5395
-1.0104
-0.1615
-0.8493
0.4636
-1.0463
-0.93
-0.282
1.3441
-1.0056
-0.2521
-0.4884
0.551
-0.2693
-0.5958
0.5428
0.0999
-0.0558
-0.7845
0.7372
0.8552
0.0321
-0.374
0.5604
0.0435
1.7532
0.4573
0.3632
-1.8068
0.9735
-0.0875
-0.3179
-0.7263
-0.3752
-0.3685
-0.3846
0.114
0.1376
0.3131
0.433
-0.3947
0.4847
-0.384
-0.6832
-0.9929
-0.5211
0.4686
-0.5506
-1.0195
0.1625
-0.3477
0.1444
-1.1851
-0.5268
-0.1944
0.9001
-0.0705
0.1318
-0.7696
-1.5431
0.139
-0.4993
-0.7313
1.1539
1.0258
-0.592
-0.619
-1.6332
-0.332
-0.4318
-1.075
0.6082
0.4823
-0.1477
0.0807
1.0385
-1.3628
0.1521
1.9162
-0.9355
-0.1993
0.487
-0.0183
0.7721
1.5316
0.7137
1.5374
-0.6483
-0.2082
0.7131
-0.0372
0.5949
-0.0066
-0.0753
-0.0118
0.6074
-1.1466
-1.0348
-0.1294
-0.6694
-0.314
-0.4071
0.4337
0.5795
0.271
1.3284
-0.9405
0.7647
0.484
0.4151
0.6274
-1.4903
-0.0915
-0.8551
-0.6996
0.4792
-0.0457
0.3333
0.8199
0.3645
0.512
0.9757
1.2431
-0.0625
-0.4234
-0.0729
2.0968
1.2421
-0.6376
-0.313
0.5795
-0.1796
-0.6293
-1.5802
2.0171
0.8003
-0.5238
-0.665
-0.4589
-0.5149
1.5151
0.2994
-0.4448
0.36
-0.3473
0.8599
-0.9078
-1.2746
0.1746
-0.3725
-1.4452
1.2534
0.4046
-1.0902
0.0924
-0.2415
1.4274
0.892
1.4681
-0.2527
0.3512
-0.1709
-0.557
-0.3883
-0.3123
-0.7273
-0.0125
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1.0873
-0.1087
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0.9411
-1.5641
0.4735
1.4318
1.1757
-0.0731
-0.6063
-1.1371
-0.2622
0.6125
-0.851
-0.847
0.4845
-0.3739
1.799
-0.2216
0.9148
0.7216
-0.5468
-0.1147
-0.297
-0.6345
-0.2567
-0.5738
2.478
0.2882
-0.644
0.0658
1.805
-0.5153
-0.6884
-0.1357
0.0724
0.8306
-0.5662
0.08
0.1795
-1.0948
1.2128
0.4083
-0.6789
-0.8753
-0.1971
-0.5209
0.5336
-0.4562
-0.2925
0.4845
0.0492
0.3568
0.2794
-0.8884
-0.2875
-0.0337
0.2669
1.4407
1.6517
-0.5073
-1.217
-1.1393
-1.2876
0.9295
-1.7177
-0.0583
1.0232
0.6322
1.7694
0.8398
-0.4695
-0.2147
-0.586
-0.6484
0.7985
0.1321
1.4395
0.7236
0.7797
0.6823
-0.2654
1.6831
-0.1322
1.3404
0.075
-0.0054
-1.1397
0.8464
0.0939
-0.4307
-0.5261
-0.8836
-0.0827
-0.8236
0.2996
-1.1237
-2.1317
-0.9923
-0.8478
-0.9154
0.573
0.217
-0.3422
0.3716
-0.1639
0.5355
-0.5354
-0.5201
-1.6035
-0.1576
0.9687
-0.4384
-0.9109
-1.2175
-0.1174
-0.2247
-0.6999
0.2984
-0.6461
0.0342
-0.7971
-1.6448
0.2162
-0.5751
0.7321
0.1944
0.3929
0.3569
-1.0207
-0.7326
0.5079
-1.0294
-0.0179
-0.6273
0.8065
1.3033
0.5881
-0.754
0.4143
-0.5755
-0.3804
-0.6097
-0.6783
-1.0144
1.2444
0.501
0.1633
1.6235
0.2321
-0.289
0.0551
-0.0088
0.4733
-0.1039
-0.775
-0.662
13.4
0
115
39.84
MASTECTOMY
Breast Cancer
Breast Invasive Ductal Carcinoma
Moderate
1
Basal
1
Negative
Negative
3
NEUTRAL
Negative
Ductal/NST
0
Pre
10
Left
0
4.05
IDC
Negative
1
ER-/HER2-
25
2
Died of Disease
-0.7495
-0.6052
0.7083
-2.1557
1.7429
1.1477
-0.0239
1.7686
-0.1956
0.6761
-0.0384
0.5759
0.6253
1.3582
1.2492
1.5549
1.0432
1.0956
-0.7821
-0.7852
-1.1367
1.8998
0.8297
-0.023
1.5171
1.0526
1.7841
1.7357
1.3193
-1.3259
1.6857
2.2894
-0.6275
4.0287
1.7238
1.1559
0.9739
-0.9307
-0.1894
0.3245
2.3557
0.6832
0.2266
-0.9419
2.7471
1.3922
-0.2667
0.221
1.4938
0.7538
0.8315
-0.0933
-0.3663
-1.5756
-0.4207
-0.5616
-0.1972
1.9192
1.457
-1.1836
-2.1716
0.5101
1.1064
-0.6884
1.3373
-0.162
0.905
-0.4985
0.893
0.1718
-1.1962
-0.2705
-0.0643
-0.3793
0.0124
-0.167
-1.0349
-0.2346
-0.6806
-0.7133
0.0509
0.9917
-1.6276
-2.0607
0.5884
1.9882
-1.5236
-1.4503
2.1272
0.5218
0.3211
-1.4116
-0.9068
-1.8069
0.5834
-0.18
-1.4365
-0.151
-0.2997
-0.498
-0.1192
-0.6469
-0.2273
-0.3434
-0.1363
-1.768
1.1549
0.2635
0.1175
-2.3145
-0.8026
2.4127
-0.6733
-0.6561
-1.0851
0.5003
1.6459
-0.7132
-0.2704
0.3541
1.4754
0.0888
-1.243
-2.2313
0.6489
-0.946
1.8056
1.1175
0.7802
3.4705
0.5844
1.4906
-0.8669
-0.6174
-1.5794
0.5625
0.2473
-1.0683
1.0871
-0.1711
1.7036
0.4658
2.4092
-0.6137
-0.6861
0.3437
-0.9724
-1.1159
-0.1378
-0.1501
0.3682
-0.0064
0.3707
1.2382
1.017
-0.8967
-0.9752
-1.4844
0.8252
0.8024
-0.4816
0.4027
-0.2749
0.1754
0.131
-0.9861
0.6316
-0.1117
-0.7519
-0.5042
0.2445
1.7885
0.7824
0.0998
-1.6355
-1.1356
-1.452
1.9319
-0.8923
-1.3774
0.2479
0.0989
3.0996
-0.5943
0.7097
0.1338
-0.4941
-0.6533
0.6655
-1.4249
-0.1567
-2.0146
-0.2923
0.9134
-0.3563
0.8996
-1.5681
2.9242
0.0737
0.9908
0.64
-0.1566
4
-1.9109
-0.3144
-0.5483
-1.8804
0.9904
0.0867
-0.4367
-0.09
0.7065
1.4036
0.2639
-0.9236
-0.4469
-0.5915
-0.4998
-0.3119
0.668
-0.4997
-1.0321
-0.1403
2.0241
1.2465
-0.7897
-0.0397
-0.4359
-0.3214
-0.1828
-0.3165
0.2063
-1.2344
-1.0727
-0.8857
0.0233
0.8914
-0.3195
1.502
0.7949
-0.4985
1.0159
1.4824
0.6959
2.5535
-0.3433
1.4381
-1.1614
-1.5125
-0.4783
0.6564
-0.3971
-0.2527
-0.1475
-0.5844
0.924
1.9587
-0.8905
2.461
1.5106
-0.2506
-0.3431
1.3021
-0.3158
0.4388
2.1758
-1.0228
0.2907
-0.1693
0.9514
-2.1181
-1.1976
2.1942
1.1468
-0.3423
0.4283
-0.3713
1.0135
0.9084
-0.4777
-1.7804
-0.0912
-0.0402
-0.074
-0.8509
-0.4111
1.083
0.9986
-2.362
-1.208
0.1113
-0.4942
1.4739
-0.2905
0.4444
-0.3181
-1.267
1.7824
0.3514
0.5433
4.1145
-0.4277
-1.4926
1.198
1.1018
-1.7446
1.8109
-0.1633
-0.4772
-1.5762
-0.2012
0.196
-0.9399
-0.6244
-1.7499
-0.6637
-1.784
-0.1008
0.4891
-0.9123
0.6077
1.5723
0.0437
-0.1038
-0.6237
-0.2819
-0.2507
1.0149
-0.0603
-3.0581
-1.2594
-0.9703
-0.0726
-1.4906
0.1078
-0.1271
0.5291
1.5263
-1.4265
-0.8141
0.9387
0.1557
0.5983
1.2327
-0.5271
-1.3174
1.9617
-0.5509
1.0872
0.2501
-0.9289
-0.0017
-0.5054
0.3551
-0.3625
0.2701
-0.3811
-0.113
-0.2603
-0.5155
-0.0413
-0.9147
0.4829
-0.3652
-0.6756
0.2346
-0.3002
0.9147
2.7995
0.7089
-0.0617
1.0457
-0.8107
0.9639
1.4828
-1.1382
-0.8734
0.1315
2.5097
1.4854
0.1779
-0.8922
-0.1793
-1.3249
0.2279
-0.9108
0.0215
0.0565
-0.8194
0.2761
0.2589
2.7671
1.0091
0.5407
-0.1213
-0.8079
-1.4027
1.7019
1.4983
-1.2071
-0.4416
0.7218
0.425
-0.3458
-0.793
0.6593
0.725
-0.6503
0.5337
-0.4671
-0.6915
-0.8853
0.3361
0.7075
1.2334
-0.08
0.2654
1.0733
-1.3111
-1.3309
0.9716
-1.2314
3.5707
-0.3586
-2.0784
1.0258
0.1118
0.3615
-0.2987
0.3548
-0.295
-0.0659
-0.0488
-0.213
-1.7497
2.4979
1.1882
-0.0522
-1.4681
-0.1741
-1.8802
-1.2997
0.0757
-1.3029
-0.141
-0.2597
-0.1482
0.2889
-0.6221
-0.4672
0.9545
-0.4372
-0.6184
-0.6598
-0.3048
-0.3277
0.4397
-0.1856
-0.2929
-0.3496
-1.8385
-0.3438
-1.302
-1.5982
1.0101
0.9607
0.5359
-2.7303
-0.7585
0.9963
-0.8146
0.3325
-0.2262
0.0061
-0.1511
-1.2802
-1.2341
-0.0038
-0.6842
0.158
-0.5618
0.2456
0.2294
-1.6695
-0.9803
-1.4818
-0.3724
-0.1628
-0.3546
66.733333
1
116
42.55
MASTECTOMY
Breast Cancer
Breast Invasive Lobular Carcinoma
Moderate
1
Normal
1
Positve
Positive
2
NEUTRAL
Negative
Lobular
1
Pre
6
Right
1
4.12
ILC
Positive
1
ER+/HER2- High Prolif
60
3
Living
-0.8911
-0.2101
0.9877
1.1932
0.4119
0.1623
-1.6451
0.1949
1.0042
-0.749
0.0523
0.0728
0.815
0.6736
-0.1506
0.4485
1.5027
0.0222
-1.2743
1.0176
0.3854
-0.5374
-1.0892
-0.5535
1.3084
0.5067
-0.725
0.365
-0.4226
0.4242
0.4546
-0.1582
0.6618
-0.8651
-0.5301
1.1754
0.7285
1.9444
-0.2628
-0.3637
-0.9271
-1.08
0.6414
0.7847
-0.7431
0.2449
0.021
1.2094
0.7945
-1.4703
-1.3176
0.353
-0.2017
0.6264
-0.4234
0.6294
-0.4337
-0.3034
0.187
-0.2221
-1.0294
1.0391
-0.6071
0.4479
-0.345
0.7889
-0.1015
2.2177
0.0035
-1.376
-0.1927
-0.8191
1.034
-0.6835
-0.0764
1.4863
0.5904
0.4873
-0.7298
0.9123
-1.1272
-1.3458
-0.3533
0.7145
-1.5463
0.2767
-0.5748
0.1785
-2.0573
-2.0979
-1.1788
-1.5686
-0.035
-0.6679
0.015
1.2299
-0.9756
1.34
1.228
-0.6856
-0.841
0.8557
-0.6829
0.9611
-0.5586
-0.6133
0.2443
-0.4384
1.052
0.475
0.1966
2.0523
-0.061
0.3329
-0.6915
-1.0543
0.2818
-0.3225
0.2103
-0.3749
-0.1302
-1.2228
1.0531
-0.1776
0.5549
0.2799
-1.2313
2.3659
0.171
0.4089
1.3203
-0.0929
1.2942
-0.9191
2.5531
0.8974
0.584
-0.5991
0.9578
-0.6129
-0.2645
0.0498
-0.368
-0.8884
0.0757
0.1631
1.9067
-0.028
0.7701
-0.1179
-1.7249
1.6246
0.1204
1.6277
0.7222
0.4492
-0.2393
-0.5193
-0.1091
1.4178
1.3157
2.2714
0.0936
0.6462
0.9036
0.8147
-0.2779
-0.2374
-0.0478
-1.0102
-0.2132
-0.3279
-0.0696
2.2008
0.4648
0.1653
-1.0034
0.3902
1.0476
-0.2643
0.2232
0.6365
1.0157
0.2562
0.175
0.4514
-1.443
1.8994
0.7698
2.2296
-1.3923
0.3409
0.0392
-1.4917
-0.3497
-0.3123
0.6307
-0.029
1.2556
0.0788
-1.3343
0.3702
-0.4648
0.2663
-0.8287
-0.8451
-0.3071
-0.5151
-0.6824
-0.8356
-0.8882
1.4635
1.5999
-0.321
0.4123
0.4976
0.7829
-0.1003
0.0965
0.1806
0.2993
0.7524
1.2529
0.6131
-1.9235
-0.2135
-1.194
-1.6592
-1.1573
-0.0364
-0.4656
2.1048
0.0296
0.4422
2.5582
1.1906
0.981
-1.0049
0.0896
-0.1024
0.0388
1.1102
-0.7881
-0.9605
0.5963
0.6781
1.4027
-0.821
0.6066
-0.392
-0.5602
-0.0419
-1.1103
0.3218
1.5649
0.0684
0.6765
-0.052
-0.1768
0.7522
-0.6958
-0.5597
0.659
1.1082
-2.0288
-0.181
1.2864
-0.3789
0.8031
0.369
-0.8196
-1.2143
-1.5107
-0.9653
-0.2885
-0.6677
0.0309
-0.7202
-0.7875
0.4529
-0.0362
-0.9218
0.7363
0.5073
0.4117
-0.8585
0.0837
0.791
0.9971
1.2756
1.3167
0.4574
-0.9786
-0.227
-0.2371
0.3845
-0.1067
-0.5018
0.7103
0.0151
-0.1699
-0.5432
0.9183
0.1418
0.1758
-1.6688
-0.3017
-0.8734
0.3919
1.0465
0.1241
-0.1442
-1.8754
1.7057
0.3358
-0.7173
0.811
1.5981
0.9104
0.5596
0.8937
-0.8464
-0.7271
-1.1074
-0.5834
-0.6381
0.137
-0.0448
1.0798
-0.2821
-0.0619
-0.2714
-0.3411
1.1106
-0.6858
0.4894
0.3519
0.0581
0.3777
0.2961
-0.1894
0.3868
1.0354
0.077
-0.0266
0.7199
-0.3196
0.5333
-0.3068
-0.1441
-0.0608
0.376
-1.7933
-0.6094
0.493
0.6124
0.1637
-0.4415
1.9241
0.1033
0.9417
-0.3744
1.4234
0.6863
0.0364
0.4479
-1.5074
-2.0014
-0.7358
0.2558
-0.7628
-0.7632
-0.0947
1.3489
-0.1595
-0.0433
1.5145
-0.0153
0.0544
0.7826
0.2918
0.2153
0.4394
-0.3844
0.8118
-0.845
-0.2519
-0.8716
1.2774
-0.1324
-0.5782
0.5234
0.3593
-0.1516
-0.6996
-1.4509
0.5543
0.0419
0.0999
-0.0112
-0.8618
-0.8798
1.3678
0.7786
-0.7394
2.2653
0.7306
-0.7692
0.2424
1.1452
-0.4321
-1.2498
-0.9407
0.549
-0.5781
1.0213
-0.6698
-0.3415
0.014
0.5003
-1.0552
0.5312
-0.1243
0.7588
1.1495
-0.2398
-0.885
1.3708
-0.4595
-0.2886
0.0744
0.2555
0.4061
1.5719
-0.2964
-0.0892
0.0102
1.1683
0.2008
-0.0931
0.8837
0.0729
1.3209
-0.6008
0.5126
0.4658
0.7717
-0.3645
-0.9139
-0.462
-0.1862
1.3053
-0.1477
0.0045
0.0517
0.1512
-0.2883
0.4011
0.2788
-0.172
-0.1016
0.058
-1.1579
-1.2179
0.2055
0.5655
-0.3522
2.6423
0.182
-0.5236
0.5844
1.7968
-0.0901
-0.7203
-0.205
-1.4208
-0.4764
-0.5028
2.211
-0.3838
-0.386
0.1842
0.0946
-0.4801
-1.2982
0.2193
1.1394
-0.5158
-0.74
122.266667
0
117
60.07
BREAST CONSERVING
Breast Cancer
Breast Mixed Ductal and Lobular Carcinoma
Moderate
0
LumA
1
Positve
Positive
2
NEUTRAL
Negative
Mixed
1
Post
1
Right
1
4.046
MDLC
Negative
1
ER+/HER2- Low Prolif
23
2
Living
-0.6118
-1.4728
0.0998
-0.491
0.5278
-1.0678
0.0043
-0.8707
-0.082
-1.0038
-1.2217
0.6583
0.4106
-1.4111
-0.0177
-0.0534
-0.3124
3.2032
2.823
0.0709
-0.1016
1.6319
0.8196
-0.709
-1.3891
-0.7348
0.0974
-0.242
-0.3533
0.4109
-0.5205
-0.0895
0.7026
-0.1506
2.729
-0.2594
-1.1038
-0.9744
-0.8617
-0.2905
-0.7026
0.3033
0.2036
0.0963
0.1368
-0.6911
-0.4306
0.6637
-0.67
0.1482
0.4197
-0.9854
-0.132
0.1205
-0.4543
-0.0538
0.4638
0.7622
-0.4474
-0.0306
-0.1341
-0.126
0.1497
0.7097
-1.358
0.4384
-0.5102
-2.1458
-0.6912
0.1144
-0.2355
0.803
-0.494
0.6886
0.2211
-0.8652
0.2711
-0.9205
-0.5371
0.0288
1.9651
-0.3353
2.0726
0.3924
-0.153
-0.311
0.3573
-0.3077
-0.1025
0.2834
0.011
0.2824
1.1524
0.2253
-1.1504
0.2216
0.4734
-0.0976
0.4179
0.0109
0.1227
-1.0713
0.5256
-0.5087
0.0585
0.848
0.4757
-0.0739
0.7865
0.3647
0.123
-0.1171
1.0524
0.0242
-0.5278
0.0763
-1.5203
-0.7426
2.8239
1.2908
-0.3121
0.8505
0.1752
0.4805
-0.1988
0.4677
-0.1039
-0.4094
0.4978
0.0235
0.4952
-0.3929
-1.2687
1.4444
-0.2109
0.3331
1.1788
-0.3034
-0.1394
-0.6062
0.3274
1.7952
-0.2791
0.2908
0.4134
-0.5096
0.5502
1.5374
1.2566
-0.4612
0.1198
-0.7428
0.0503
-0.393
-1.0584
0.5165
-0.5149
1.0273
0.7541
-0.3489
0.5564
-0.2552
-0.1571
0.4428
-0.4686
0.9241
0.7282
0.1891
-0.6684
0.0117
-1.4702
-0.1787
0.163
-0.6404
0.7125
-0.718
0.043
0.668
1.4671
0.0406
-0.3661
0.3415
1.1459
-0.4714
-0.6166
-0.3133
-0.7655
-0.2529
0.4972
-0.5621
-0.2039
0.8387
0.2371
-0.893
0.9019
0.1257
0.6482
0.417
0.1049
-1.1198
-0.3569
0.0421
-1.0867
-0.3435
-0.6343
4.0351
0.1322
-0.1638
-0.0916
-0.9
-1.0958
-0.2592
-0.8063
-0.6791
0.4347
-1.1998
-0.6488
-0.7191
-0.4296
0.5959
-0.146
0.2725
0.3192
0.3274
-0.588
0.0349
0.2924
-1.2479
-0.3508
-0.6269
-1.2923
-0.1391
0.6769
0.8985
0.1266
-0.6152
-0.6442
-0.1608
-0.0168
-1.1135
-0.1027
-0.5035
0.6114
-0.6204
-0.3805
-0.6051
0.1662
-0.319
0.5944
2.7111
0.8573
0.7816
-0.5445
-0.4377
-0.0812
0.8904
-0.8052
-0.2933
0.7356
0.2799
0.8402
0.2469
-0.0522
1.193
0.9689
-0.2576
0.2411
0.1114
0.7318
-0.2241
-0.0368
-0.3695
-0.8437
0.6298
-0.5824
-1.3875
-1.6217
0.7497
-1.7639
-0.6352
0.9074
-0.0595
-0.2959
-0.2477
-1.5082
-0.2811
-0.2797
2.095
-0.3099
1.4769
0.1831
0.4613
-0.0845
-0.3048
0.4664
0.2051
-0.142
-1.1465
0.5453
-1.2128
-0.5011
0.2314
-1.0095
0.9788
-0.086
-1.2183
0.6682
0.5146
0.0143
0.3634
-0.2908
-0.1211
-0.3226
0.6813
0.6069
0.1347
0.1168
1.2911
0.0009
-0.0834
1.1545
1.3574
0.1345
0.3067
-0.3712
-0.1248
-0.447
-0.892
-0.5101
-0.438
-1.2029
-0.288
-0.3935
0.065
-0.4278
0.2447
0.9634
-0.0231
-0.2022
0.8553
-0.4664
-0.5249
0.0856
-0.5289
-0.2767
1.7403
-0.3203
-0.4938
-0.3565
1.8321
-0.9878
-0.1624
-0.1128
-0.7754
-1.3746
0.2947
1.6481
-0.4653
0.5418
0.1538
-0.4812
0.1196
-0.1443
-0.0539
-0.3182
-0.7442
0.5498
-0.2335
-0.0326
-0.3321
0.6194
-0.3968
0.4025
-0.638
-0.346
-1.0116
0.942
0.0558
0.677
-0.2303
-0.7148
0.6646
0.4471
0.3632
-0.2878
0.3384
-0.6963
0.9517
-0.5201
0.4174
-0.9145
-1.2807
-0.5286
-1.0511
-0.0912
3.3536
-0.3753
-0.7813
-0.7919
0.2427
0.8247
-0.2445
-0.3024
0.1989
-0.0936
0.6532
0.6281
0.2526
-0.4615
-0.1728
-0.1289
-0.3886
1.211
0.4675
2.3976
-1.0359
1.3099
-0.6126
0.0897
-0.4726
-0.4437
-2.4382
-0.3707
-0.7616
-0.4903
-1.0354
-0.8303
-1.0857
0.3128
2.4898
1.0212
0.8456
0.8744
-0.8628
0.0829
-0.1704
-0.175
1.8249
0.6042
0.8445
0.0301
0.0509
-0.8567
1.7392
-0.9059
-0.2397
-0.381
-0.1887
0.3402
-0.7198
-0.3656
0.5807
0.0648
0.0624
0.4724
0.0181
-0.4198
-0.1037
0.4681
-0.4545
-0.5164
-0.5154
-0.6587
-0.5808
-0.1641
-0.6833
0.0849
-1.33
1.9051
-1.2738
0.4906
-0.2704
2.08
1.0995
-0.2636
-0.7055
0.5511
1.4125
-0.3309
0.0565
1.8689
-1.0482
-0.1797
-0.5466
-0.7017
0.8699
1.7562
-0.1141
0.8093
2.4
0
119
82.73
MASTECTOMY
Breast Cancer
Breast Invasive Ductal Carcinoma
High
0
LumB
1
Positve
Positive
2
GAIN
Negative
Ductal/NST
1
Post
7
Left
1
4.046
IDC
Negative
1
ER+/HER2- High Prolif
23
2
Died of Disease
0.2433
-2.3271
1.4631
-1.7304
-0.0967
-1.0097
-1.0033
-0.3355
-2.1366
-1.463
0.2156
-2.3025
1.6621
-0.5989
-0.5332
1.9692
-0.4941
0.8738
-0.4978
-1.1153
0.1028
-1.1023
0.3612
-0.5514
1.1145
0.3721
-0.2023
-1.7315
-0.6227
0.5767
-0.0111
-0.6454
-0.518
-0.7577
-0.9177
0.5463
0.0147
0.1908
-1.2194
-0.0841
-1.0027
-1.368
0.082
-0.228
-1.4965
-0.1774
-0.506
0.2481
-0.4958
0.0186
-1.7964
0.2815
-0.9258
-0.3052
0.6924
-0.0624
-0.3829
0.1937
-1.3032
0.848
0.5083
0.4463
-1.0168
-0.2272
0.3781
-1.3093
0.0367
0.5448
-0.3869
-0.8126
-0.3947
0.1662
0.1373
-0.8825
1.1016
-0.223
1.5379
-0.4735
-1.2603
-0.1891
-1.7391
-0.4975
0.4589
-0.0619
-0.8992
-1.2175
-0.5521
0.732
-1.4147
-1.8448
-0.4527
-2.2054
-1.3086
-1.6137
0.7855
1.6256
-0.665
1.5356
1.1506
-0.7385
4.5729
1.4568
-1.1451
-0.2053
-0.2894
-0.9224
-1.2039
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1.8147
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1.2806
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0.1692
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1.6232
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1.391
1.0691
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2.417
1.6751
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0.7413
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0.7368
0.0435
0.1058
1.7831
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0.3218
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0.738
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1.3068
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0.2058
-1.8116
-0.6096
-0.4097
-0.7109
95.866667
1
120
72.1
MASTECTOMY
Breast Cancer
Breast Invasive Ductal Carcinoma
Moderate
0
LumB
1
Positve
Positive
3
GAIN
Positive
Ductal/NST
1
Post
9
Left
1
5.052
IDC
Negative
1
ER+/HER2- High Prolif
26
2
Died of Disease
1.2331
0.5934
0.224
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0.0768
1.0664
0.9404
-0.413
1.2659
0.0332
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2.7985
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0.8041
0.8333
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1.3009
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1.1109
0.5409
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1.4012
1.583
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0.213
1.9731
0.9565
0.3368
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1.7663
1.1857
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0.3763
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0.6509
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1.0508
0.5417
1.5539
1.1848
0.935
0.0109
0.8766
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-0.3825
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1.0946
0.4868
-0.1825
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0.5639
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0.7372
1.6777
1.1584
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0.1997
4.2806
0.2475
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-1.6291
1.5807
-0.0425
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0.5986
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0.126
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0.5373
1.2782
0.0811
0.8647
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0.7768
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0.2039
0.5265
0.614
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-0.2458
0.5068
0.7448
-0.2671
0.2946
-0.6472
29.066667
1
121
78.73
MASTECTOMY
Breast Cancer
Breast Invasive Ductal Carcinoma
Moderate
0
LumA
1
Positve
Positive
2
NEUTRAL
Negative
Ductal/NST
1
Post
8
Left
6
5.06
IDC
Negative
1
ER+/HER2- Low Prolif
30
2
Living
-0.2284
-0.409
0.8108
0.1491
-0.3938
-1.5112
-0.2698
0.0778
-0.0202
0.0172
0.1943
-0.5277
1.7858
-0.1809
-0.7687
0.7272
-0.3165
-0.1716
-1.371
-0.0288
2.5883
-0.3047
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0.0525
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0.0235
-1.0098
-1.0232
-1.0432
0.0123
-0.3612
-0.5176
0.1302
-0.1609
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0.5667
0.4751
1.1999
1.1055
-0.8871
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1.148
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0.2544
1.4144
1.1297
0.2931
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0.9086
0.4718
0.4987
-1.1751
0.3337
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-1.4812
-0.5882
-0.5344
-1.1584
-0.1622
-0.3549
0.6354
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0.2735
-1.0836
1.6593
-0.0595
0.0425
1.5033
0.2682
0.0496
-0.1154
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-0.526
-0.2693
-0.5252
-2.043
0.0153
0.0249
0.0476
-0.3589
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1.1682
1.0985
1.7461
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0.9741
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0.4459
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0.305
-0.5671
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0.3607
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-0.5423
1.1071
0.1719
-0.4667
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0.9516
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0.8425
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1.2715
1.0539
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1.3794
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0.6174
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1.2244
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0.5461
0.9542
0.5375
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1.2869
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0.2863
0.2522
0.6865
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0.2745
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0.3266
0.5496
0.4388
0.6618
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2.0866
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1.0037
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-0.1916
0.407
0.8634
0.6633
-0.5056
-0.044
-0.9699
0.5239
-1.2139
-1.1523
0.2134
0.9458
-0.622
-0.8822
0.333
-0.5969
-1.111
-0.0573
-1.8579
0.4911
-0.8512
-0.7136
1.6059
0.195
-0.7659
0.099
-0.3484
0.1739
0.5784
-0.1529
0.4177
-0.7082
0.3554
1.7091
0.8631
-0.7405
-0.0853
0.239
-0.0575
0.8648
0.5101
-0.5233
-0.8174
-0.1163
-0.467
-0.1797
0.7954
-1.4626
-0.372
-0.3402
1.4971
0.5084
0.3103
-1.0643
0.2852
-0.7957
-1.0265
-0.2206
-1.1937
-0.4903
0.1427
-0.7938
2.3732
0.8799
-0.1106
-1.0064
-0.3038
0.6492
-0.0079
0.1214
-0.5135
-0.2838
-0.1548
-0.5549
0.2925
1.0161
0.6299
0.4054
-0.9832
-0.7022
-0.65
-0.2926
-0.4314
-0.2651
-0.1861
-0.2706
1.6636
-1.0128
0.2276
-0.7774
-0.2552
1.1709
1.4793
-1.1874
0.2195
-0.2881
-1.2847
-0.3208
1.065
0.6863
-1.5349
0.9707
-0.4224
-0.5647
0.6376
0.8068
1.0162
0.3005
1.145
0.354
-1.4328
0.1301
-0.4364
-0.3371
1.1671
-0.5818
0.3326
0.369
-0.27
0.5985
-0.8392
0.028
1.588
1.5019
-0.2576
0.2412
-0.2988
-0.4759
0.7006
-0.45
1.1251
-0.79
0.6407
-0.5436
-0.2439
-0.5855
-0.8039
152.2
0
122
58.95
BREAST CONSERVING
Breast Cancer
Breast Invasive Ductal Carcinoma
Moderate
0
LumA
1
Positve
Positive
1
NEUTRAL
Negative
Ductal/NST
1
Post
8
Right
1
3.04
IDC
Positive
1
ER+/HER2- Low Prolif
20
2
Living
-0.6116
1.0446
0.2919
-0.2567
-0.4432
0.3902
-0.0779
-0.9706
-1.7577
-0.1046
0.043
-0.5578
0.6449
0.2202
-0.6049
1.2807
0.3112
-0.3366
-0.5934
-0.0681
0.7099
-0.8071
-0.6823
-0.2832
-1.1923
-1.2312
-1.0818
-0.9833
-0.9525
-0.2945
-0.0826
-0.0524
-0.0294
0.2952
-0.386
-0.5196
-0.8047
1.0065
0.1354
-1.9059
-0.8034
-1.2967
-0.5421
-0.4991
-1.4653
-0.3726
-1.47
-0.01
-1.0323
-1.8184
-1.679
1.0629
0.4212
1.0336
0.5496
1.1224
2.0049
0.5838
0.8467
1.4909
-0.3184
1.3824
0.5633
1.1641
0.4686
-0.5197
-0.2475
-0.5064
-0.4013
-0.1154
0.6108
0.1031
-0.8112
-0.6036
1.0427
-0.6612
1.8033
-0.275
-0.9323
0.0766
-0.0982
0.0323
0.4913
-0.3353
-0.8665
-0.8532
0.4957
-1.6906
0.7146
-0.303
0.6932
-0.3984
-0.0124
1.2511
-0.7127
3.0151
0.6298
0.9693
0.1093
-0.2521
-0.1907
1.5254
0.8907
0.0007
0.0091
1.8557
-0.738
0.0155
0.7865
1.0304
-0.8605
1.0129
-0.1561
-1.445
-0.0505
-0.4595
0.6875
-1.1286
-1.2163
0.0845
-1.3029
1.0198
0.3914
-0.957
0.7207
-0.7055
-0.3962
1.1612
0.9281
0.6254
0.2998
-0.2408
0.4852
-0.7084
-0.7277
0.3357
-0.7712
-0.5581
1.4997
-2.0026
1.3988
0.5224
-1.0977
0.1817
-0.8572
-0.2732
-0.4637
-1.0442
-1.3013
1.7856
-0.6361
-0.1062
-0.1674
0.5629
-0.1118
-1.1526
0.3186
1.0213
-1.2552
0.2519
2.3116
0.365
0.2718
-0.2209
-0.3282
0.3361
-0.0153
-0.7565
-0.7435
0.2749
1.8299
-0.9717
-0.7886
0.25
-0.0784
-0.2659
0.3012
-2.0564
-0.0852
-0.6342
0.5779
-0.5955
-0.0003
-1.1611
-0.6429
-1.5087
-1.163
0.5131
0.2841
0.3418
-1.5322
0.5515
-0.6806
-1.0206
-1.2693
0.4169
-0.3206
-0.932
0.5606
-1.0415
0.21
0.5225
-0.6179
-0.178
-0.4662
2.6177
-0.647
-0.0934
0.5757
-1.0172
-0.7589
1.1256
1.9101
-0.0341
-0.3486
-0.752
0.4171
-0.4735
0.2157
0.1102
0.7346
1.0548
0.4212
0.0079
-0.9725
0.1325
1.1007
-1.4062
-1.1046
0.6158
-1.604
0.1539
-1.0549
1.854
0.2094
0.1738
0.2686
0.0486
-0.429
-0.1369
1.4954
-1.0023
0.2579
-0.4409
-0.3352
-1.1172
1.3604
-0.7234
0.0546
-0.8907
-0.777
0.2783
-1.3117
2.0917
1.2528
-0.8299
1.2193
-0.3798
-0.3595
-0.522
-0.0767
-0.32
0.1311
-0.6104
0.355
0.9048
1.3787
0.2479
-0.3789
-0.2959
1.1073
0.108
0.0382
0.8232
0.3252
-0.2616
-1.0398
1.9051
-2.312
-2.0036
1.6556
-0.4796
0.2308
-1.2643
0.6575
-0.8402
-0.2029
-0.5665
0.5569
0.1251
0.0724
-0.2022
-0.3196
-0.9286
0.4334
-0.6531
-0.367
-1.3808
-0.5946
0.2994
-0.0284
-0.0261
0.8267
0.9701
-0.7289
-0.3052
-0.1216
0.1857
0.0135
-0.9192
0.3908
-0.0228
-0.4945
-0.905
0.2268
-0.1336
-1.0993
-0.3042
-0.1056
0.8369
1.1631
-1.0688
0.2368
0.0416
-0.323
-1.1095
-0.1549
-0.5818
0.5581
1.2994
-1.4703
-0.1181
0.1957
-0.1347
-0.5504
0.9206
0.806
-0.6353
1.447
0.8061
1.7809
-0.3251
0.8572
-1.0748
-0.2097
-0.0312
-0.7787
0.0887
-0.4682
0.9677
0.7543
0.9959
-0.7844
1.1073
0.3375
0.2178
-0.8838
-0.4008
-0.1381
1.2283
-1.1471
-0.0458
0.5841
-1.0906
-1.0417
0.9878
1.1286
0.0714
-0.7951
0.0803
-0.0671
-0.7393
-1.4388
0.2386
-0.3039
0.3574
-0.2556
0.3959
0.042
0.7246
-0.5153
0.0043
1.4611
-0.1806
0.8956
-0.2104
-1.0342
0.9275
-1.1768
0.7388
0.3046
1.0669
3.6494
-1.2291
-1.327
0.6828
0.648
-0.11
0.0299
-1.0449
0.3839
0.1255
2.3863
0.9732
0.9306
-0.5576
1.0348
-0.6725
-0.9652
-0.7061
-0.557
0.0533
-1.0762
0.3694
0.6553
1.6345
1.3585
-0.0303
-0.0922
-0.4754
0.2694
0.3885
-0.2458
-0.394
0.9704
-0.9186
0.2941
1.2682
0.527
0.0796
-0.5399
-0.013
0.047
0.6788
-0.2976
-0.2434
0.3757
1.0061
1.107
0.1352
-0.4663
-1.6602
0.2046
0.2011
0.3111
-1.1319
0.2692
0.0865
-1.6647
-0.7883
-0.507
0.0207
0.5921
-1.2024
-1.0822
2.7367
0.4296
1.4165
0.9376
0.4021
1.0963
-0.1727
-0.1388
-0.5684
-0.5375
0.3635
1.1327
-1.0812
0.4995
-0.5924
0.2573
0.4373
-0.8304
0.0722
-0.5102
0.2063
-0.8962
1.2229
0.3941
-0.6083
-0.909
0.1429
0.2131
1.6483
-0.1775
0.1746
-0.3349
-1.0453
-0.6197
138.9
0
123
76.89
MASTECTOMY
Breast Cancer
Breast Invasive Ductal Carcinoma
Moderate
0
LumB
1
Positve
Positive
3
NEUTRAL
Negative
Ductal/NST
1
Post
1
Right
0
4.05
IDC
Positive
0
ER+/HER2- High Prolif
25
2
Died of Other Causes
0.5295
1.1061
1.0682
0.9775
-0.434
-0.6
-1.7797
-0.3383
0.0167
-2.1531
-0.3639
1.8666
1.1396
0.7504
1.1495
0.3798
-0.268
1.1718
-0.3723
-0.7125
1.7324
0.2923
1.108
-0.2565
2.585
2.4118
-0.6107
1.8097
0.1853
0.7681
1.7659
-0.7913
-0.6885
-0.7137
-1.39
0.6684
-0.1207
1.2034
-0.4212
0.7777
-0.6837
-1.4648
0.4073
-1.215
1.4838
2.0038
-1.2815
0.011
-0.6167
-1.3761
-1.6065
-1.2497
-1.9379
-1.8232
0.2546
-0.8176
0.9044
0.1993
-0.1067
0.5729
1.2023
0.7318
-0.5307
-0.9963
-0.2752
0.0622
-0.731
-1.7944
-0.1855
-1.4997
-0.4779
-1.213
-1.4442
-0.193
0.4787
0.0897
-0.1169
-0.7944
-0.6016
0.8812
-0.9316
-0.4456
0.3651
-0.2554
-1.0015
-0.3445
0.6891
-1.912
-1.5822
-0.7788
-1.1367
-1.472
0.9741
-0.1138
-0.1357
3.3293
-1.9868
1.2115
1.8783
-0.2537
-1.0521
2.0988
-0.4442
-0.5556
0.5063
1.0153
-0.5702
0.0924
0.2121
-0.3107
-0.0711
0.9287
-0.8192
-0.3241
-0.2383
-0.8366
-0.3967
-0.2344
-0.21
0.6565
0.952
0.1222
-0.1974
-1.0114
1.8107
0.3243
-0.6432
-0.8725
-1.0284
0.776
0.1724
-0.7721
1.4314
0.7468
0.233
0.5492
-0.5294
1.2396
0.2767
2.15
2.4545
0.1747
1.2057
-1.0439
-0.1106
1.5126
-0.8975
1.4297
0.0249
0.3356
0.1246
0.162
-0.5592
2.6147
0.3482
-0.187
-1.2021
0.0785
1.4635
0.1298
-0.057
0.154
-0.109
0.7688
-0.4845
-1.2793
-1.9515
0.1449
0.8414
-0.8034
0.3251
-1.1579
0.2659
0.2803
-0.2661
-0.61
0.0487
-0.1381
-0.102
-1.1382
-1.3804
-1.3261
0.6031
0.0159
-0.9827
-1.449
-1.2499
-0.3377
-1.3681
1.5441
-1.467
-0.1797
-0.6804
-1.0388
-1.6805
0.2613
0.5315
-0.272
1.5372
-2.3513
-0.1901
0.59
-1.1464
0.3209
1.8461
0.6872
-0.3958
-0.0825
1.1447
-0.787
-0.085
-1.0155
-1.4846
-0.8844
-0.8415
1.1113
-0.8397
-1.0032
0.2568
-0.5338
-0.7484
-0.4282
0.4086
-0.5547
-0.6771
-1.6334
-0.2663
-1.6687
-0.7699
-0.5052
-1.4808
0.569
-1.6953
1.0945
-0.5466
-0.3455
0.9365
1.1202
-0.6228
0.8264
0.3165
0.7101
-0.4066
-1.1279
0.5524
-1.19
0.3474
-0.8869
-1.4089
0.7776
0.0921
-1.363
-0.5289
2.0587
-0.0126
0.3192
0.5068
1.5331
0.565
-1.1234
-1.2402
-1.2706
1.5047
0.5048
-0.313
-0.6542
0.0712
-0.7963
0.0771
-0.0899
0.0023
-1.6793
-0.6131
-0.8954
0.1498
-1.0511
-0.176
0.0635
1.0259
-0.7206
0.5666
-0.3437
-0.3366
-2.5155
-0.6135
-0.5392
-0.4148
-0.032
-1.0857
0.8073
-0.0002
-0.2934
-1.0141
-1.8439
0.6705
-1.3748
1.2191
-0.9266
0.5318
-0.206
0.5092
-0.8361
-0.1209
-2.7558
1.0616
-0.8403
-0.8251
1.9079
0.5727
-0.8853
0.6898
-0.5567
-2.1809
0.2976
-1.1901
-1.1364
0.5052
-0.6081
-0.9604
0.0019
0.3964
-0.6776
-0.2722
-1.7419
0.4659
0.219
-0.0693
-0.4968
2.3781
-0.1757
-0.5573
-0.7089
-0.5813
-0.7843
-0.3468
0.7107
-0.8646
1.0679
0.0053
0.0084
1.9286
-1.7577
-0.1573
0.4343
-0.5629
0.616
-1.0599
-0.7945
-0.5094
-0.1921
-2.5867
-0.0814
0.3233
0.9371
-0.1639
-1.5189
0.0581
-1.1788
-0.3584
-0.4303
-0.1757
-0.5982
0.1236
-0.6835
-0.461
-1.3106
0.4151
-2.3818
-2.4365
-0.3242
-0.0653
1.0212
-0.6993
2.5039
-0.9803
0.2666
-0.2044
0.1782
0.6458
-0.2224
0.8357
-2.1416
1.618
-1.2869
1.2453
-0.5541
-0.63
-1.4298
-0.4309
0.7093
0.5058
0.4215
-0.8019
-0.3995
-1.6334
0.5507
-0.524
-1.7244
1.3194
-1.1905
-0.7324
-1.72
1.7192
0.7745
-0.4266
2.0499
-0.1837
-1.1405
-2.0084
-0.7819
-2.0393
-0.3253
-1.6257
0.549
0.4632
0.1422
-1.563
-0.5754
0.288
-0.3689
-1.0676
-0.4184
-0.5116
1.4598
0.3562
-1.1677
-0.7241
0.3963
1.5923
-0.6382
-0.1835
0.2526
0.1494
-0.7807
0.0045
1.5715
-0.5309
1.0269
-0.0034
-1.0126
-0.2039
-0.4375
0.7833
-0.9234
0.5362
-1.0254
0.1688
-0.0918
0.0377
-0.5593
-0.8003
1.1205
0.512
-0.4081
-1.2564
-0.4756
-1.0362
2.3459
0.9117
0.3932
0.1588
0.3355
-0.0332
-0.6398
-0.4662
0.1747
0.8622
1.8428
0.8425
0.0619
-0.0703
2.9668
-0.5826
-0.4629
0.6126
0.514
-1.1784
-0.1927
1.0735
0.5107
0.4459
-0.21
0.7729
0.329
-1.2334
-0.0664
0.004
0.5005
-0.2871
114.233333
1
124
43.46
BREAST CONSERVING
Breast Cancer
Breast Mixed Ductal and Lobular Carcinoma
Low
1
LumA
1
Positve
Positive
2
NEUTRAL
Negative
Mixed
1
Pre
8
Left
2
4.1
MDLC
Positive
1
ER+/HER2- Low Prolif
50
3
Living
-0.2261
-0.8254
0.5178
0.0827
-0.5232
1.248
0.3692
-0.819
0.8077
-1.1364
-0.0323
0.2788
-0.1116
-0.6558
0.2217
0.9882
-0.4955
-0.8656
-0.0868
1.5447
-0.1806
-0.2711
-0.752
-0.6382
0.6052
-0.1856
-0.9192
-0.7183
-0.7586
2.001
0.0123
0.4239
0.2183
-0.5953
-0.2593
1.0149
1.5157
1.538
-0.1775
-0.5876
-1.2759
-0.5303
0.3337
0.465
-0.622
0.9244
-1.462
0.0829
1.5901
-1.3769
-1.193
-0.6513
0.3234
0.231
-0.7006
-0.2558
0.3786
0.1405
-0.2134
1.0173
-0.2118
0.8593
0.4172
0.3902
1.2529
0.1925
1.4894
-0.0911
-0.0031
-0.1323
0.0727
-0.6427
-0.3913
0.6281
0.024
-1.0042
-0.0057
-0.1558
1.4537
-0.5051
0.7888
1.0142
0.463
0.9796
-0.235
-0.1748
0.3023
-0.0994
0.7625
0.4935
-0.861
-0.3307
-0.495
0.7085
0.7041
1.2519
1.2134
0.5997
-0.1028
-0.3593
-0.7338
1.5249
0.8463
-0.0821
0.1439
0.1297
0.2532
0.1369
-0.467
0.1809
0.5422
-0.8592
0.731
1.0767
-0.2516
-0.8925
-1.6466
0.2
0.1064
0.9919
-0.0067
-0.6196
0.0655
-1.0966
-0.7543
-1.5278
-0.422
0.2193
-0.2729
0.4377
1.22
-0.2632
0.4258
-1.0162
-0.5702
-0.475
1.4701
0.8709
-0.4161
-0.5444
0.4216
0.1568
-1.0816
0.3308
0.7898
-0.2099
0.9553
-0.8855
0.5273
-0.8269
-0.5289
0.704
-0.1244
-0.2338
-0.519
-1.0752
-0.4172
0.6852
-1.0885
-0.1222
-0.1624
0.1432
-0.6058
1.2788
-0.6344
0.2017
-0.5044
-0.4904
0.5085
-0.6501
-0.5955
-0.354
0.6275
0.6451
-0.0845
1.5056
-0.7481
-1.7622
-1.0538
-0.1687
-1.5489
1.304
0.4453
-0.1429
0.3964
-0.6904
-0.5869
0.2396
-0.9293
0.5328
-0.1081
-0.5279
-0.1034
-0.2227
0.4883
1.1161
1.1906
-0.2768
-0.3924
-0.1867
1.0187
0.4773
0.0854
-0.8757
-0.3861
-0.6319
-1.6005
-0.6561
-0.982
-1.0314
-0.1571
0.4538
1.0915
-0.4691
-0.0232
0.1786
0.8953
0.3756
1.6851
0.9396
0.4474
0.401
-0.3433
-0.0775
0.2801
-0.9907
0.1032
-0.462
-1.1251
-0.8235
-1.1411
0.7312
0.5756
-0.0648
-0.2916
0.2942
0.1319
-0.716
0.5573
0.5732
1.761
-0.3738
-0.3774
-0.5375
0.2134
-0.1614
0.6957
-0.9332
0.0548
-0.6803
2.3972
-0.8544
-0.8475
1.5962
0.947
-0.2521
0.8232
-0.7018
0.1057
-0.1546
1.411
0.1557
0.6097
-0.4353
-0.4134
-0.1203
1.3319
0.1869
0.9893
0.584
0.6064
-0.0348
-0.3028
0.4129
-0.4433
-0.4847
0.8252
0.6866
-1.6385
-0.3233
1.1267
-1.4426
0.6505
-1.9624
0.094
-1.19
-0.3289
1.1623
2.2294
0.1899
0.8458
-1.2675
-1.5364
1.1115
1.4905
-0.6234
-0.5547
0.5198
-0.1543
-0.6516
-0.5323
0.1899
0.6376
0.2968
-0.6952
-0.7405
0.0463
-0.5859
0.7443
0.8466
-0.1862
0.8469
0.6276
0.8898
1.0852
0.5803
0.6112
-0.1031
1.3375
1.3991
-0.3962
-1.1266
0.2126
-1.4148
-0.2929
-1.3122
1.6766
0.4454
1.168
-1.9087
-1.382
-0.8846
-0.8352
0.3786
1.1992
-0.0796
-2.0837
-0.1539
-0.7497
-0.2177
-0.7941
0.0515
0.9715
-0.9151
0.2349
-0.7328
2.9991
-0.458
-0.2637
-0.5071
0.083
0.1945
0.2964
0.9896
0.0593
0.1143
0.2847
0.2239
1.4891
-0.7843
-0.413
-0.3889
0.3254
-0.1442
-0.4904
0.4949
-1.4396
-1.5351
-0.2464
-0.2492
0.3835
-2.004
-0.7785
-0.6187
-1.0774
0.1737
1.0658
1.8176
0.1617
-1.0369
-0.0079
0.3534
-0.3385
-1.042
0.5087
0.7843
0.0709
2.3791
-1.3779
-0.2332
1.4291
0.1709
-1.1008
0.3378
-0.0988
1.9809
-0.3836
-0.6793
-0.0225
-0.0575
0.834
0.442
0.9855
0.3003
1.2133
-0.2205
0.4408
-0.3183
-1.1869
-1.0497
-0.5767
-0.2274
0.4539
-0.7683
1.596
1.3683
0.4074
0.0324
-0.2713
-1.3514
-0.1712
1.5368
-0.2799
-0.0237
1.7379
-0.2876
-0.7394
0.6002
2.5629
0.1862
0.6073
1.186
0.8678
0.3964
0.2599
-0.1039
0.0807
2.4882
-0.2922
-0.916
-0.4738
-0.5317
-1.2836
-1.1832
-0.0646
0.0189
-0.8272
-0.343
0.5811
-0.6627
-0.9983
0.9713
-0.5461
-1.2264
0.4658
-0.5088
0.0671
-0.9716
-1.0875
1.4689
0.3576
-0.4631
-0.4323
0.2302
0.4718
0.7406
-0.0323
0.2303
-1.345
-0.5005
0.5458
-0.0119
1.1537
-0.3948
-0.9174
-0.1476
-0.358
-1.3305
0.6267
-0.3649
-0.4591
1.1667
-0.0651
0.131
-0.7413
-1.1955
-0.2638
-0.8847
-0.8415
118.2
0
125
73.98
BREAST CONSERVING
Breast Cancer
Breast Mixed Ductal and Lobular Carcinoma
Low
0
LumB
1
Positve
Positive
1
NEUTRAL
Negative
Mixed
1
Post
8
Right
0
2.018
MDLC
Positive
0
ER+/HER2- Low Prolif
9
2
Living
0.8734
-0.2241
-0.2246
-0.3638
-0.3629
1.8501
0.6319
-0.6192
-0.08
-0.8275
1.1792
-1.4171
1.0516
0.2581
-0.2081
0.8613
1.0751
-0.3007
-0.7675
0.2323
0.7181
-1.5538
-0.366
-0.4496
-0.7803
-0.5964
-0.9416
-0.8689
-0.7742
0.6017
-0.8382
-0.467
-1.846
-0.4936
-2.1972
-1.6985
1.114
1.2269
-1.7078
-1.0951
-1.9286
-1.9096
-0.5162
1.9092
-0.8866
-0.7445
-0.8663
0.6828
-0.7681
-0.392
-1.0845
1.6416
-0.2171
-0.6164
1.3879
1.5793
0.7289
0.1572
1.4358
1.4119
0.9676
0.911
0.1341
1.4614
-0.4207
1.1697
-0.906
0.5072
1.0144
1.106
0.529
0.6866
0.0146
-0.8323
0.6498
-0.5103
0.6719
0.825
-0.8731
-0.3859
-0.3357
0.0837
-0.2501
1.3578
-0.7669
-0.2425
0.3917
-1.0607
1.7769
-0.057
-0.226
-2.3407
-0.569
0.5541
0.5946
2.914
1.0342
1.1927
-0.2732
-1.3951
1.3515
0.2818
0.4207
-0.0257
0.7274
0.8659
-0.3064
-0.8404
0.3003
0.5109
-0.7196
-1.3796
-0.2719
-0.942
-0.1935
-0.5411
1.3348
-0.394
1.3311
2.2162
-1.5512
1.0148
-0.5581
-1.7214
-0.1354
-1.3002
-1.1383
0.2829
1.1858
-0.2409
-0.3296
-0.6673
-0.2041
1.2863
-1.5547
-0.1733
1.062
0.2017
1.7427
2.2087
1.9985
2.4224
-1.2119
-0.6186
-0.5128
-0.0923
1.6449
0.7034
-1.0434
1.5965
2.4908
1.4006
-1.1901
0.6292
-0.4114
-1.5166
-0.2977
0.8294
-0.0704
-0.5395
0.0698
0.0313
-0.8331
0.8181
-0.2109
-1.6901
-0.4811
-0.726
-0.0709
-0.6541
-1.0429
0.1495
-0.3597
-0.4375
0.2084
-0.3676
-1.0383
0.1496
-0.6002
0.1407
-0.2738
1.1292
-0.6773
-1.4355
-0.4879
-1.5841
-0.1167
0.5838
-0.8635
0.2123
-2.031
-1.6735
-0.4555
-0.8154
-0.8402
1.5356
0.4218
-0.5706
0.68
-0.5132
-1.7761
0.8684
0.1689
0.8156
-0.5026
-0.7718
-1.1402
-0.6957
-0.1361
-1.2324
-1.0624
-0.0288
-0.7158
-1.4925
-1.2119
0.4605
0.8713
0.2025
-0.0673
-0.3129
-0.9376
-0.6642
-1.8807
-1.2599
-0.8507
-0.6477
0.1299
-0.4066
1.2725
-0.3203
-1.1855
-1.3733
-2.1229
1.4382
-1.1118
-0.565
2.0957
0.8908
-1.1794
-0.4944
1.1359
-0.9789
0.0457
1.5591
-0.4352
-1.8114
0.4124
0.513
-0.5729
-0.8804
-0.1068
-0.8139
-1.3038
1.9973
0.1995
-1.1923
1.1707
0.6962
0.6988
-0.339
0.3698
0.2232
-0.2852
-0.5348
0.1141
0.2539
-0.4999
-1.4588
-0.3068
0.4704
0.4777
-0.1646
1.8746
-0.0626
0.2333
-0.8676
-0.2068
0.9823
1.9672
-1.4345
0.8403
0.4426
-0.6816
-1.3962
1.4731
1.4275
0.5049
-1.2225
-0.9835
0.8512
-0.7385
0.3423
0.1297
-1.4476
1.3362
-1.1541
0.8104
-1.2027
0.8808
-0.2683
1.0837
-1.0035
0.3469
-0.6301
0.8086
0.5866
-0.0047
0.263
-1.4426
-1.5496
-1.0573
-0.4923
0.2409
0.4006
0.2843
-1.1879
-0.0431
0.2192
-0.1608
0.5958
-0.7274
-1.4482
0.1473
-0.2109
-0.4925
-0.1661
1.3426
-0.4997
0.8594
1.2705
-1.722
-0.3294
-0.3864
-2.0158
-0.7211
0.5882
0.4725
-0.2068
0.0269
1.115
0.5388
-1.6388
-1.1823
-1.1934
0.7294
1.461
-0.4573
0.9507
-0.6061
-1.1002
1.6043
-0.0998
-0.4158
1.0824
0.4435
-0.4167
-0.2387
-0.0269
-1.221
0.8397
-0.9807
0.9589
-0.9107
-0.0587
-0.458
2.2611
0.5511
0.6198
-1.3572
0.8119
0.3872
0.5351
-2.8375
0.4853
-0.4431
1.0554
-1.1096
-0.0558
-1.7238
-0.8438
-0.5401
-2.3521
-0.3955
0.4736
1.5424
-0.3902
-0.2732
0.8257
-0.9716
0.655
-1.8613
0.8
-0.6136
-0.5262
-0.7983
0.5468
0.0331
-0.1429
0.776
-0.9416
0.2412
0.2327
1.5804
-0.9431
1.1306
-2.0162
-1.3249
-0.3648
-0.8442
-1.284
0.0418
-0.5791
0.0107
-0.7904
1.7911
0.44
0.7535
-0.3137
-0.2242
0.2242
0.1544
-0.9353
-0.6639
-0.1021
1.4694
-0.7221
0.8542
0.9828
-0.1476
-0.1088
-1.2853
0.6932
-0.0984
-1.2369
0.7245
-0.6921
0.1426
-0.5898
1.4124
-1.4965
-0.3279
-0.4263
-0.4614
-0.1015
-0.7346
-0.0544
-0.1231
-0.2757
0.0531
0.2167
-0.1467
-1.2363
-0.3218
-0.662
-0.3893
-0.1986
1.0243
-0.3199
0.3304
1.5357
1.5062
-0.2221
-0.3871
-0.9281
-1.2607
0.0931
0.1839
-1.1633
1.647
1.5501
-1.512
0.3677
-0.234
-0.0589
0.2866
-0.131
-0.4686
0.7724
-0.9054
-1.531
0.6301
1.6182
0.2369
0.0249
-0.9682
-0.6515
-0.1548
-0.0803
-1.0095
1.266667
0
126
61.95
MASTECTOMY
Breast Cancer
Breast Invasive Ductal Carcinoma
Moderate
0
LumA
1
Positve
Positive
2
NEUTRAL
Negative
Ductal/NST
1
Post
8
Right
0
3.07
IDC
Positive
1
ER+/HER2- Low Prolif
35
2
Living
-0.0616
0.1084
-0.6249
0.231
0.0583
-0.1163
1.4386
-0.1129
1.4486
-0.6146
1.1014
-2.1298
1.2816
-0.7537
-1.6571
0.4299
-0.1592
0.0507
-0.4659
0.9879
1.2198
-0.0516
0.8062
-0.5395
-0.6391
-0.1672
-1.026
0.2575
-0.6687
0.1684
-0.7396
1.4185
-0.5805
-0.1216
0.1602
0.3831
-0.3403
0.5223
0.8347
-1.1382
-1.4908
0.5427
-0.9648
0.6604
-0.6854
0.9721
-0.3875
-0.2517
-0.6091
-0.9535
-0.498
1.7114
0.2679
-0.2589
0.0281
0.4687
1.0301
-0.3537
0.6386
2.055
-1.1093
0.3677
0.0225
0.3965
0.9492
-0.899
-0.513
0.8813
0.7256
0.1671
0.5063
-0.2908
1.1848
-1.0764
-0.6936
-0.6709
0.7178
0.5113
0.5632
-0.3307
1.3879
-0.844
-0.6525
0.5146
-0.8157
-0.1763
-0.5405
0.4168
1.3431
-0.3907
-1.0263
-0.0926
0.8189
0.3925
1.9943
-0.0152
0.1654
-0.1952
-0.9254
-0.8034
-0.6826
0.6166
-0.4873
0.3877
-1.2977
-1.4297
-0.5289
-0.0559
0.3329
-0.0707
0.578
-1.0578
-0.6908
-1.3977
-0.5921
-0.681
-0.3695
-0.926
0.7785
0.0423
-0.6481
0.6262
0.5475
-0.7451
1.0287
-0.4622
4.1817
0.3969
2.0887
0.4616
0.2011
-0.2585
0.1033
1.6395
0.1803
-0.9857
0.7705
-1.4667
0.8863
0.516
0.4675
0.4695
-0.4205
1.9297
1.1124
-0.1767
1.7066
1.1421
-0.7128
-0.1032
-0.1418
0.7245
-0.9089
0.0754
0.0515
-1.0204
-0.7847
0.6326
-0.7146
-0.7234
0.0117
0.5474
-0.5504
-0.1239
0.2428
-0.8782
-1.5485
-0.5019
-0.6647
-0.8768
0.5621
-0.0725
0.4252
0.0509
0.9456
0.4878
1.0403
1.7194
2.3403
1.9506
0.133
-0.0617
-0.4495
-0.284
1.3779
-0.6087
-0.3802
0.3269
0.4137
-0.6849
-0.947
-1.0539
1.1307
-0.4279
0.3529
-0.2805
-0.6031
-0.6439
0.4087
-0.6489
0.1863
0.7569
-0.3788
-0.8307
-0.4234
-0.248
-0.1185
-0.7551
0.2511
0.0285
0.4676
1.583
-1.0767
-0.2714
0.2447
0.1068
1.1361
-0.5215
-0.7869
0.3875
0.0232
-0.472
-1.0575
-0.756
0.2848
-0.9668
0.8352
-0.8184
1.3714
-0.2561
-1.0164
-0.8885
-0.0426
1.0794
-0.7613
-0.8136
-0.9475
-0.7414
-0.9332
-1.0787
0.7373
0.5998
-0.7676
1.2221
0.4056
0.4987
-0.1433
-0.6378
-0.5038
-0.4208
-1.1644
-0.6494
-0.5692
-0.5148
2.0493
-0.0249
0.2769
-1.0353
0.0367
0.0743
0.0638
0.0178
-0.7841
0.4041
-0.3125
-0.3576
-0.4373
-1.2903
0.3496
1.1689
0.0274
-0.5704
-0.8116
-0.1259
-0.0889
3.8331
0.2988
0.369
-1.7794
1.1949
0.8317
-1.0489
1.2042
0.5789
0.847
-0.4878
0.6095
1.549
-0.2027
0.534
-1.1247
-0.5947
-1.2287
-1.02
0.7817
-1.608
0.1831
-0.4976
2.7384
0.7122
-0.364
-0.063
0.6427
1.5341
-0.3357
-0.2453
-0.2357
-0.4909
-0.3601
-0.4154
-0.826
0.1332
0.7017
0.514
0.7728
-0.9593
-0.4449
0.1266
1.686
0.4652
-1.2323
-0.8745
-1.7342
0.1191
0.17
-1.7543
-0.1308
-0.4774
-0.5346
-1.1044
-1.2108
1.0957
-0.1426
-0.0245
0.8304
-0.0288
0.4615
-0.4729
-0.8296
0.7242
-0.9302
1.2498
1.6946
-0.8032
-1.4642
0.8743
-0.4261
0.7598
-0.3913
0.3277
1.1702
0.8671
-0.1862
0.4243
0.408
-0.0378
-1.1537
-0.59
-0.5795
-0.9127
-1.8475
-1.0588
0.3521
0.9091
-0.379
0.8228
-1.2086
-0.7183
0.1955
-0.423
-0.2343
-1.0294
-1.6286
-0.3745
0.683
0.2616
-0.6412
-0.3167
-0.558
0.479
0.5093
1.296
0.6376
-0.2283
0.5484
0.3183
0.0725
-0.2331
0.3208
-1.4561
0.4646
-0.4074
-0.728
-0.6158
0.1264
0.8385
-0.1701
0.1757
-1.0328
-0.9278
0.2178
0.1116
0.8089
-0.654
1.4666
0.3525
-1.4343
0.7111
0.0274
-0.2627
1.1304
-0.1884
-0.592
-1.0021
-0.2654
-0.1869
1.3197
-1.2832
0.1643
-0.7686
-1.5221
1.6339
-0.436
-0.351
-0.8626
-0.4432
0.345
-0.2524
-0.3319
-0.0714
-1.0716
-1.192
-1.05
0.3761
0.2572
-0.2303
-0.9668
-0.2542
1.1066
-0.5834
0.1886
-0.3485
1.2936
-1.0747
-0.2428
-0.5424
0.2062
-0.7724
-1.307
0.3769
-0.5474
-0.0045
1.073
-0.5266
0.6826
-0.5438
-0.2559
-0.3495
0.711
0.6051
0.4113
-0.3263
-0.0878
-1.2685
-0.5129
0.0239
1.2611
-0.3192
0.6993
0.4103
0.25
0.1517
-0.7998
-0.1931
3.4518
-0.3853
0.0746
1.397
0.5828
-0.81
0.1824
-0.6832
2.3282
-0.1932
0.7465
1.5975
-0.3323
-0.2872
-0.7392
127.633333
0
127
52.11
BREAST CONSERVING
Breast Cancer
Breast Invasive Ductal Carcinoma
null
1
Normal
1
Positve
Negative
2
NEUTRAL
Negative
Ductal/NST
1
Post
3
Right
1
4.026
IDC
Negative
1
ER+/HER2- Low Prolif
13
2
Living
-0.7641
0.7202
-1.5894
0.4261
-0.797
0.9979
0.4122
0.0311
-2.4708
-0.7624
-0.4996
-0.9155
0.4064
-0.3511
-0.496
-0.0118
0.4987
0.2902
-0.1286
2.413
0.3993
-0.6202
-0.4562
0.4018
-0.4002
-0.4187
-0.4225
-0.6338
-1.2685
0.1589
-0.73
-0.1799
1.3712
0.027
1.0745
1.1997
1.9237
-0.1465
0.0297
-1.4898
0.2096
-0.5443
0.8274
0.6059
-0.4861
-1.3097
0.6399
0.3477
0.0662
-0.6497
-0.2745
1.0013
1.7355
1.3444
-0.8834
0.0323
4.6551
0.1912
-0.1384
0.0613
-1.1189
-0.2866
-0.7874
-0.0096
-0.7778
1.5559
-0.6991
1.2171
0.1898
-2.2408
-0.4268
-1.0735
0.9921
-0.9608
-1.1516
0.9064
-0.1043
0.6601
0.9183
0.035
-0.4506
-0.9374
-1.0489
-0.3396
-1.3151
-0.1733
-0.1213
0.9847
-0.8143
-0.4234
0.3531
-0.3832
-0.3396
0.2432
0.427
0.4677
-0.77
-0.3957
0.427
-0.5446
-1.05
0.477
-1.5902
-0.0489
-0.5802
-1.0322
-0.1657
-0.4163
1.2696
-0.5727
0.5525
0.316
-0.3734
0.422
-1.1557
-0.0581
0.9753
-0.6896
-0.7735
1.3067
-0.3859
-0.2725
-0.6886
0.3726
-1.0339
-1.5439
-0.206
1.0385
-0.9814
0.3206
0.6578
0.1271
0.4158
-0.6494
2.2596
-0.5024
-0.4863
-1.0858
0.1386
0.5224
0.4093
-0.5629
-1.3206
0.2866
0.2132
1.0167
1.2548
-0.6129
1.0386
-0.2722
0.0617
0.0863
0.0264
1.6202
-0.55
1.4755
0.1811
-1.1604
-0.4586
0.668
1.0298
0.7436
1.6827
0.1449
-0.6427
0.2922
0.019
-0.5201
0.5148
0.4386
1.4333
-0.761
-0.8901
0.4964
-0.791
0.2152
0.2329
0.1124
1.6932
0.0517
0.3867
1.0794
0.7041
-0.0343
2.0115
-1.4051
0.5376
0.1494
0.3437
-0.55
-0.4342
-0.742
0.2058
-0.7801
0.3354
-0.155
0.1442
-0.6228
1.5663
-0.06
0.0718
-0.093
0.0624
-0.7983
1.3404
2.5053
1.2286
-0.0558
3.584
1.7902
-0.4794
0.9218
0.9575
0.8597
0.8357
-0.0986
0.5634
0.7014
-0.7805
-0.909
0.2516
1.345
1.1627
0.7765
-0.3881
-1.1418
0.1504
-0.4779
-0.1799
0.2015
1.5941
1.2621
1.0796
0.1369
-0.3117
0.0781
-0.3948
-0.8564
1.1882
-0.5531
-2.7148
-0.6589
0.1369
-0.8779
0.8165
-0.3081
-0.7283
-1.7947
0.1992
1.5327
-1.2724
0.443
-0.9476
-0.5581
0.9417
-0.0991
-0.1867
-0.7886
-0.4784
1.6228
-1.0586
0.0423
0.2206
0.2333
-0.7994
-0.1278
1.5075
-0.8389
0.9759
-0.0163
-0.9821
-1.0208
-0.5568
-0.1764
-1.0073
-0.6523
0.7843
-0.9666
0.2349
0.6204
-0.5012
-1.1759
0.0556
1.7931
-0.1763
-0.3581
1.3389
1.7564
0.0667
0.5475
0.619
0.5612
-0.5337
0.0403
0.2108
0.1667
-0.005
-1.0185
-0.0906
2.7243
-0.3972
-0.8377
-1.5445
0.3014
0.4407
0.3839
-0.3126
-1.2331
0.2775
1.0961
-0.4955
0.0819
-0.4535
-1.8733
0.5222
-0.1253
-0.3384
-1.3266
0.8922
-0.1004
1.2581
-0.84
-0.7878
-0.9707
-0.17
-0.222
-0.1126
-0.7742
-0.4249
0.7195
-0.1227
1.4233
0.2534
1.4414
-1.0743
0.2537
0.1212
-0.6847
-1.4185
0.4107
-0.2735
0.4889
1.5055
-0.3018
-1.1268
-0.5159
-0.3475
0.0959
-0.6265
0.317
-0.41
0.4524
0.7905
0.6712
0.474
0.1801
-0.0044
-0.9264
1.1747
0.2327
-0.4188
-2.019
0.3165
0.2421
-0.0101
1.252
-0.2883
-0.462
-0.011
-0.5412
-1.2631
-0.1747
1.5571
0.5561
0.5036
-1.3227
0.4076
0.2977
-0.457
-0.2865
1.4134
-0.3409
1.0721
-1.2617
0.9415
0.2559
-0.2052
-0.7773
1.6072
-1.3582
-0.5851
-0.3296
0.3117
-0.4678
0.8271
-1.0222
0.5717
-0.3248
-0.2158
-0.3067
-1.8762
-1.7666
-0.0222
1.483
-0.7893
1.2726
1.8492
-0.9422
0.4396
-0.4233
-0.0331
-1.028
-1.9807
-0.7991
0.5187
0.846
0.6024
0.2142
0.5735
-0.5653
0.0255
1.9711
0.393
0.9471
-0.3889
0.7858
-0.2136
0.8196
1.3448
-0.0918
0.2655
0.2112
0.2198
0.3914
-0.7481
-0.0325
-0.1968
1.2362
-0.7343
0.1539
-0.0402
-0.2244
0.6078
-0.6963
-0.2497
-0.0924
0.7428
-0.5255
-0.3788
0.9136
-0.7141
0.6969
0.4441
0.5675
1.0436
-0.3847
-1.1833
-0.418
1.8794
-0.4296
0.1099
-0.515
-0.5113
-0.697
0.5739
1.3815
-0.0238
0.2476
0.0864
0.8009
0.8352
0.1607
0.2129
0.1719
0.3798
-1.4434
-0.1129
-0.0226
1.3964
-0.1917
-0.4327
0.6241
-0.5417
0.9195
-0.5773
-0.7629
-0.1757
-0.1613
-0.1802
132.066667
0
128
57.4
BREAST CONSERVING
Breast Cancer
Breast Invasive Ductal Carcinoma
Low
0
claudin-low
1
Positve
Positive
2
NEUTRAL
Negative
Ductal/NST
1
Post
3
Left
0
3.028
IDC
Positive
1
ER+/HER2- Low Prolif
14
1
Living
-0.7386
-0.9945
-0.3737
0.6249
0.3609
-1.3623
-0.4407
-0.1275
-0.296
-1.3333
0.6647
0.5274
0.2498
-0.9256
-0.1776
-0.6938
-0.6989
-1.2961
-1.109
-0.6191
0.1651
-0.8738
-0.0952
-0.177
-1.5584
-1.1978
-0.9142
-0.8966
-0.9046
0.1427
0.0607
-0.2532
1.4294
-0.4761
-0.3141
1.4189
1.5496
-0.3433
0.4041
-0.8872
-0.6451
0.7808
-0.6961
-1.1009
-0.6806
0.6481
-0.6588
0.8477
1.9668
-0.8081
-0.0079
0.6377
0.9436
0.2587
-0.7933
0.0252
-0.5731
-0.3358
-0.4525
0.7014
-0.7393
-0.8234
-0.105
0.5458
-0.4562
1.0559
-0.2133
1.4689
2.7924
0.0016
-0.2957
-0.1842
0.9322
0.2309
0.0109
-0.402
-1.1088
-0.5006
0.5409
-0.0334
0.5873
0.15
0.6276
0.1027
-0.0296
0.7747
0.2381
0.5472
-0.6907
0.5169
0.7369
0.0701
-0.3542
0.3935
1.6388
-0.0246
-0.3572
-1.1895
0.5035
-1.1345
-0.5241
1.0307
1.361
0.2887
-0.4434
-1.1926
0.3138
-0.3848
-0.2601
0.2119
-0.3874
-0.7384
0.1897
2.3973
-0.2743
0.1159
-0.3697
-0.1246
-0.3619
0.6583
-1.2206
-0.2203
0.2045
-0.3978
1.1508
1.2063
0.8845
0.0448
-0.3349
-0.464
1.1932
-0.0539
-0.2779
-0.9399
1.0205
-0.2965
1.0371
-0.0649
0.0166
-0.4035
0.5766
0.8754
-0.8414
0.4863
1.2543
-0.4915
1.0836
-0.0521
1.3845
0.2891
0.1756
-0.4052
0.3966
-0.28
-0.3544
-0.4023
-0.7054
0.0351
-0.7464
0.5344
-0.7409
0.7119
-0.216
1.34
-0.4377
1.3717
0.4706
0.9067
0.9204
-0.0966
-0.1575
-0.6031
-0.6358
-0.2576
0.0091
0.0474
-0.5209
0.296
-0.1246
0.7159
0.7979
1.1552
0.6954
-1.017
0.4288
-0.1177
0.1536
-0.5935
0.0288
0.1017
-0.1395
1.3853
0.2096
0.9934
-0.4641
0.0805
-0.8059
-0.1122
-0.9577
-0.2032
-1.2724
-0.0199
-0.5766
-0.8275
-0.575
-0.5128
-0.1298
-0.6201
-0.861
0.1182
-0.4452
1.1633
1.7782
0.3078
1.0037
0.4969
0.0842
-0.7044
-0.2889
-0.6146
0.9452
0.0958
0.5268
0.5223
-0.1331
0.0583
1.9736
0.9349
0.0611
-0.0221
-0.2842
0.5767
1.4007
-0.4277
-0.1507
-0.8314
0.1692
0.8759
0.4503
-1.2152
-0.1711
-0.9717
0.4358
0.9801
-0.0302
-2.1237
0.3365
0.595
1.3725
-1.1493
-0.8434
-1.1657
-0.5006
0.0026
1.0941
0.6084
-0.097
-0.4446
0.1161
0.3112
1.641
0.7326
-0.3017
-0.983
-0.4931
2.4663
1.3988
-0.8773
1.6287
0.8913
-0.0683
-0.3219
-0.147
0.5617
-0.1661
-0.185
1.509
1.2836
-0.7014
0.2723
0.532
-0.6289
-0.0845
1.3692
-0.5519
0.7707
0.0983
0.9737
1.2194
0.8111
2.2424
0.1732
-0.341
0.4526
2.4269
-0.3559
-0.0632
0.7991
0.3048
-0.2209
-1.0524
0.6522
0.5574
1.2503
0.1812
-0.6833
0.0797
-0.5239
1.0118
1.4903
-0.8528
0.7132
0.2712
1.3254
0.9936
0.4441
-0.2475
-0.4567
-0.6535
-0.4733
0.7451
0.1171
0.5232
0.1195
-0.6017
0.2583
1.1086
0.2892
-0.5643
-0.2234
-0.4712
0.0227
-0.4923
1.4243
0.4445
0.409
-0.8203
0.3084
0.4437
0.6822
-0.1235
0.7405
0.1894
-1.0367
0.812
-0.214
1.0273
-0.1218
-0.431
0.4997
-0.6731
-0.1033
0.3945
-0.407
-1.1108
0.3236
1.6309
-0.5479
1.6169
-0.075
0.5006
0.5699
-0.2737
-0.0906
-0.616
-1.1543
-0.4101
-0.2712
0.8956
-0.7055
-0.8142
-0.2416
-0.9103
0.0135
-0.2133
-1.1413
1.1222
0.2725
-0.0592
-0.4339
0.1824
-0.8003
1.1134
0.9816
-0.4513
0.9235
-1.9766
0.9442
0.0779
0.3343
2.1944
-1.6215
0.1198
-0.1205
2.2779
-1.0074
-0.7421
0.1469
-0.4825
0.2858
0.582
0.3428
-0.2892
0.3797
-0.9223
0.4793
0.5517
2.4445
0.3106
0.2022
0.6818
0.6681
-0.3816
0.8944
-0.7863
0.2165
-0.0361
-0.7017
-0.6637
-0.4641
-0.0691
0.2512
-0.3728
-1.3663
0.4608
-0.7634
-0.1257
0.3815
-0.5115
0.6755
0.4476
0.7304
0.3329
2.2762
0.32
0.0136
-0.6195
1.0211
-0.0753
0.2166
0.5421
-0.7504
0.7118
0.9412
0.4081
0.4588
0.3818
-0.137
-1.0294
-0.735
-0.7011
1.3263
0.1234
-0.3426
0.5272
-0.7178
-0.4593
1.297
-0.7578
-0.5718
-0.3048
0.245
-0.8954
-0.2336
1.3282
0.3346
-0.4481
0.6165
0.0515
-1.273
0.7013
0.5365
1.0493
-0.6993
-0.6902
-0.9056
0.0724
-0.683
0.7472
-0.0794
-0.0909
-0.6487
-0.9767
-0.7864
0.3401
0.2611
-0.4433
-0.1334
-0.6862
137.8
0
129
63.53
MASTECTOMY
Breast Cancer
Breast Invasive Ductal Carcinoma
Low
1
Her2
1
Negative
Negative
3
GAIN
Positive
Ductal/NST
0
Post
5
Right
4
6.048
IDC
Negative
1
HER2+
24
2
Died of Other Causes
-0.7685
1.0348
-2.2863
-0.2182
-1.2933
-1.273
0.7548
-0.1638
0.7462
-0.6851
-0.0871
-0.1474
-2.1374
0.0304
-0.0496
-0.607
1.0636
-1.0073
0.5024
0.6141
0.795
-0.5818
-0.0662
0.3408
0.0984
-0.036
0.2983
-1.0004
-0.3871
-0.1642
-1.3923
1.0479
0.7051
0.6317
3.4712
0.4375
0.3887
-0.8373
0.1101
0.0472
0.4854
0.6495
-0.8482
0.5228
-0.4565
-0.1088
-2.0545
0.6027
0.2886
-0.4638
-0.1557
0.1236
-0.6246
-1.7941
0.4129
-0.9981
1.8464
0.3766
-0.114
-1.4179
-0.2854
0.7823
-0.5921
0.5588
0.276
1.0406
0.3188
-0.4781
-0.7238
0.647
-1.4133
1.2871
0.9909
-0.1724
0.4209
1.4344
-0.4699
0.3077
0.526
-0.261
0.9546
0.1668
-0.3132
0.8194
0.8958
2.0768
-0.1386
-1.4944
-0.1406
1.0911
1.125
0.6351
-0.8648
0.3891
1.1186
0.5503
-0.1693
-0.609
-1.011
-1.0314
-0.6678
0.0127
0.2874
2.4028
1.2896
1.0589
1.1837
0.6026
2.1629
-1.027
0.3246
1.8279
-1.1044
-0.9508
0.083
-0.2742
0.503
0.139
0.313
0.9945
-0.6163
-0.6445
-1.6486
2.2338
0.8607
1.5696
0.4546
2.7503
-0.5906
-0.3681
-0.3314
2.2971
-0.1439
-0.6463
1.4329
-0.0323
1.2298
1.61
1.0181
0.4723
0.5626
-0.7937
-0.0887
-0.691
0.1212
2.9882
0.9954
1.1827
1.2494
-0.9025
-1.204
-0.0241
1.6812
1.4488
-0.2243
0.6268
2.0118
-1.2197
-1.3233
0.6427
2.886
0.3712
-0.5546
0.4379
1.037
0.9763
0.3361
-0.5145
1.6342
1.4364
1.882
0.385
-0.3086
-0.2687
-1.4643
0.2707
-0.4378
0.3654
1.6208
0.6735
-0.9453
-0.3364
-0.224
0.3673
0.5195
2.1302
-0.1079
-0.5896
-0.9305
-1.0677
-1.401
0.2105
2.857
2.1518
1.4814
1.9285
-2.6778
-0.4675
1.549
-1.4654
0.4739
1.2182
-0.0088
-2.7162
2.2577
2.128
0.9601
-0.5228
3.8201
0.1444
0.5546
1.0746
-0.873
-0.7915
0.267
-0.8785
1.5083
-0.0011
-0.8189
0.134
0.3703
2.0939
0.6062
0.7632
0.4643
-1.006
0.2112
-0.7729
-0.2276
2.456
0.5834
1.1115
1.0124
-0.4284
1.8835
1.6648
-0.5215
0.391
0.4962
0.3653
-0.2166
0.8326
-1.816
-0.2243
1.2483
0.9578
-1.2453
0.0561
1.6416
-1.1603
-0.0583
-1.0538
0.2274
0.1059
-0.7486
-1.1271
0.4699
-0.1416
0.6297
0.1973
0.0513
-0.2683
-0.6968
-0.1479
-0.0946
2.5664
0.2936
0.8932
0.7095
-0.6585
-0.6623
-1.5434
0.113
0.4365
-1.5862
-0.2965
1.7291
0.1853
2.9143
1.4835
-1.5722
-0.2094
-0.1499
1.4773
-0.3818
-0.3258
1.5432
0.6514
0.4443
-1.2672
-0.8666
-0.3897
-0.5907
-0.2677
2.0391
-1.0208
-0.2836
-1.9303
-0.1432
2.2946
-0.4746
0.1125
-1.1239
0.4886
0.0777
0.4999
-0.1966
0.5835
0.2787
-0.5635
1.202
0.6873
0.8188
-0.5178
0.4194
0.5177
-0.4057
-1.0593
-2.1544
-0.0333
-0.336
-1.5226
0.8524
-1.788
-1.52
0.5201
-0.3368
0.4708
-1.018
-0.8603
-2.2412
0.9812
-0.2896
0.8667
-0.9324
-0.2771
1.7825
-0.9013
-0.7815
0.1879
-0.3953
1.4873
0.8716
-1.0495
-0.6533
-0.2959
-1.0654
1.1068
-0.2251
1.5127
-1.1515
-1.1348
-0.9
-1.1934
0.6796
0.5262
-0.3847
-1.3341
-0.2817
1.8462
1.2236
0.3016
-0.6966
1.8138
0.3813
1.3886
1.2458
-1.1562
0.6175
1.2131
0.0005
-1.0995
0.033
0.0203
-0.3322
-0.6959
0.3088
0.2065
-0.456
-0.3958
2.1321
0.8775
1.2591
-1.2639
0.5387
-1.1747
-0.4823
-0.5363
0.6975
-0.7017
-0.3419
1.3229
-0.5137
0.2521
-0.2219
2.6243
-0.8921
-1.5808
0.0725
-2.7141
-2.1287
-1.6204
1.0614
0.7754
-0.8609
0.4346
-0.3318
-0.301
0.836
-0.5619
-1.7131
-1.6748
-0.1581
0.9271
0.5362
-0.4016
0.8017
-0.0352
0.7371
-0.0396
-0.0405
-0.0079
-0.0979
-0.6273
-0.6776
-0.4599
-0.1465
1.0257
0.0028
-1.1068
1.7504
-0.3406
1.0162
-0.2362
0.4993
-0.0032
1.6061
-0.6435
0.2878
0.1983
-0.8725
-2.087
-0.1626
-0.1716
-1.5468
-0.5693
0.5665
0.4803
0.3533
-0.801
0.5567
0.4549
0.9614
-0.4284
-0.7092
1.0827
0.775
-0.9457
1.7939
1.0978
-0.4878
0.7028
-0.9793
-1.1637
0.5436
1.5471
0.3778
-0.2366
0.5893
1.5666
1.6625
-0.5913
-0.2824
-0.2271
-0.0943
-2.0204
-0.5153
0.6169
2.5577
2.1448
-0.9801
1.8188
0.5968
1.3393
-1.1213
0.0294
-0.0125
-0.2496
1.2257
38.566667
1
130
56.75
MASTECTOMY
Breast Cancer
Breast Invasive Ductal Carcinoma
Low
0
LumA
1
Positve
Positive
1
GAIN
Positive
Ductal/NST
1
Post
5
Left
0
2.034
IDC
Negative
0
HER2+
17
1
Living
-1.1428
1.1317
0.0508
0.7264
-0.3037
-1.6498
0.5437
-1.5057
1.5225
-0.165
2.6159
-0.0752
-0.1629
-0.5892
-0.7813
0.7049
1.1369
-0.7255
-0.8167
1.7062
-0.0409
-0.6469
0.3603
-0.5511
-0.7109
-1.2402
-0.5909
-1.063
-0.8714
-0.1245
-0.4024
0.1672
0.2346
-0.2022
1.3494
0.0073
0.2634
0.5188
-0.4361
-1.1152
-0.3137
0.459
-0.7476
-0.2492
-1.0045
-1.1133
-0.3607
0.1127
-0.3454
-0.0698
-0.4045
0.1116
-0.0682
-0.2462
-0.8897
1.0006
-0.2309
0.3592
0.8938
-0.2296
0.0199
0.8931
0.4172
1.3965
-0.1343
1.1184
-0.1262
0.3089
1.0569
-0.158
-0.0837
-0.3818
0.144
-0.9712
-1.0666
0.4464
0.5623
0.209
-0.3031
0.3487
0.0735
0.2038
-0.6615
0.8281
-0.0564
-0.0726
-0.3334
0.1722
0.0696
-0.6421
-0.6751
0.1673
-0.5054
0.281
3.0151
0.2447
0.8256
0.1507
-1.3604
-1.5927
-1.2305
1.4818
0.1599
0.0406
-0.0471
0.5678
-0.4613
-0.2649
1.4203
0.1519
0.0216
1.0935
-0.626
-0.2951
0.4721
-1.1087
0.7613
-0.4968
-1.1001
-0.4812
-1.1106
0.685
-0.4058
0.6533
2.8427
0.3996
-0.173
1.2648
0.0174
0.6922
1.4372
0.133
0.6609
-0.8508
0.65
-0.1313
2.1613
0.5369
0.1347
0.842
0.1388
0.9476
-1.0384
-0.9309
0.3111
-0.4987
2.9686
-0.7852
1.0273
-0.5202
-0.5432
-1.0466
-0.2524
0.1052
-0.5616
0.5235
2.5511
0.217
-0.6013
0.2026
0.0232
0.8266
-0.6925
0.3558
0.2033
1.5488
0.9258
-0.8457
0.2514
-0.1809
0.415
0.1473
-0.338
1.3403
-0.3526
0.6886
0.6989
0.1911
0.5081
-1.0788
1.5508
-0.3038
-0.2714
0.1108
-0.266
-0.6969
0.2224
-1.7037
-0.0622
0.7061
0.4104
0.7241
-0.2418
-0.4572
-0.2117
-0.3001
-0.1505
-0.6085
0.3724
-0.1824
0.0804
1.5762
0.1127
0.1626
-0.6436
-0.0664
0.5257
-0.5598
0.4161
-0.6923
-0.6957
2.5389
1.5377
-0.1705
1.2972
-1.1225
0.6067
0.5723
0.025
-0.0067
-0.1989
0.596
0.9468
0.088
-1.2019
0.5389
0.0506
0.6164
-0.0023
-0.4814
-0.4502
1.0578
1.2739
-0.0345
-0.2013
0.1955
-0.1795
0.3055
0.2533
0.7601
0.9844
-0.8836
-0.2945
-0.4313
0.0272
-2.7493
0.2137
0.6197
0.8273
0.5098
-0.2377
-0.6879
0.6557
-0.5387
1.2193
-0.0286
-0.3003
0.4274
0.9536
0.0242
-0.0277
-0.1187
-0.1726
-1.3265
-0.3138
0.3061
1.0456
-0.6705
0.7207
-0.033
-0.4731
0.1728
-0.6704
0.4743
-1.0975
-0.6632
1.0705
0.726
0.1013
0.6972
0.2318
-1.1259
2.2647
-0.0595
-1.4792
-0.3302
1.1791
1.2598
0.5647
0.7729
-0.3775
0.1553
-0.0957
0.2436
2.7481
0.2443
-1.1413
0.2696
-0.4232
0.6127
-0.0048
-0.4237
0.4408
0.3438
0.7107
-0.2475
0.2048
-0.0382
0.2107
1.0249
-0.6857
-0.2162
1.3626
1.4549
0.5521
0.7342
-1.2567
0.6344
0.4731
0.6663
1.1238
-0.0752
0.1405
-0.3275
0.1336
0.358
0.2017
-0.5508
0.069
-0.0809
-0.6572
1.2784
-0.3454
1.0561
0.6619
1.4093
0.4122
-0.1209
-0.8089
0.5036
0.431
0.6124
1.472
-0.6575
-1.2097
-0.2411
-0.6693
0.5356
-0.447
-0.3834
-0.6662
0.3169
-0.4434
-0.5906
0.9789
0.5847
-0.883
-0.1631
0.662
-0.6163
-0.4025
-1.2895
-0.5371
1.2198
-0.1542
1.7124
-0.9682
0.4719
-0.7527
-0.4556
-1.9851
-0.0978
-0.0478
0.5206
0.0701
0.8434
0.7151
-0.2343
-0.836
0.9033
0.3764
-0.7049
1.0427
-0.1506
0.0692
-0.624
-1.4045
0.0078
-0.4
0.5606
1.7728
-0.0835
0.0772
-0.1017
-0.0117
1.9164
-0.5836
0.0191
-0.5397
0.2264
0.0633
0.2958
-0.6892
0.4812
0.5143
-0.2464
1.3449
-0.7546
0.116
0.0992
-0.5499
0.144
0.4928
1.8651
1.7605
0.8583
0.9396
0.0489
1.7206
-0.6242
1.9957
3.166
-0.511
0.5777
-0.3056
-0.4177
0.4412
1.0426
0.2757
-0.0836
0.6551
0.1471
0.2549
1.2533
0.5347
0.232
-1.2558
0.1241
0.687
1.5418
0.1685
0.1097
1.1418
-0.6984
-2.9775
-0.2026
0.7019
-0.3621
-0.2989
0.0487
-0.0348
0.0811
-0.0739
-0.0999
-0.3474
-0.2906
-0.7852
0.4557
1.0612
-0.1897
1.347
-0.4275
1.6434
-0.8563
-0.1362
1.1542
-0.7861
0.4918
-0.6355
-0.0471
2.5745
-0.5983
0.9774
0.1929
0.569
-0.797
-1.3868
1.6703
0.7168
0.7459
1.3067
-0.4373
0.1021
-1.1007
-0.3012
0.0879
-0.5354
0.0638
-0.5462
153.566667
0
131
69.16
MASTECTOMY
Breast Cancer
Breast Invasive Ductal Carcinoma
Moderate
1
LumA
1
Positve
Positive
3
NEUTRAL
Negative
Ductal/NST
1
Post
8
Left
0
4.078
IDC
Negative
1
ER+/HER2- High Prolif
39
2
Died of Disease
-0.2272
0.01
1.2495
-0.3596
0.4617
-0.184
0.1517
-0.9237
-1.4541
0.081
-0.1176
0.09
-0.3276
-0.3524
-0.7299
0.3956
-0.1575
-0.7804
-0.5486
0.7261
2.7888
-0.2045
-0.192
-0.384
-0.9292
-0.5466
-0.6768
-0.1141
-0.0826
0.392
0.0168
-0.477
-0.856
-0.8278
-0.475
0.5641
0.433
0.144
0.8397
-0.5154
0.0657
-0.364
0.2114
1.5629
-0.4393
-0.8876
-1.1404
-0.4332
0.7078
-1.1292
-0.4331
0.6957
0.2914
-0.4925
-0.1395
0.4795
1.5308
0.2093
0.1142
1.4893
1.7624
-1.5596
-0.6113
1.4039
-0.8247
-1.1135
-0.2462
1.5441
-1.2777
0.6539
-0.0363
0.605
-0.318
-0.9961
1.5637
-0.6449
-1.2761
0.2191
0.7909
-0.1746
-0.6325
0.2074
0.0507
-0.8335
-0.5982
0.3352
0.1139
-0.8088
1.7813
0.5012
-0.5173
0.571
1.8935
1.147
0.5011
1.4726
0.1486
-0.4452
0.0429
-0.9613
-0.1262
-0.8099
1.2568
1.2513
-0.279
0.5381
-0.1867
-0.1916
0.8962
1.7437
1.0599
-0.6597
-0.1815
-0.3432
-0.9835
-0.3747
1.3157
0.4208
1.2523
-0.3797
-0.7758
0.121
-0.7712
-0.1384
-0.1706
0.5415
-0.5163
0.7554
2.42
-0.0801
-0.8139
-0.9067
-0.0628
-0.8429
-0.1357
0.5728
0.6635
-0.4949
-0.0142
-0.1837
0.3281
0.3342
-0.3267
3.5021
1.9411
2.8443
0.9568
-0.2617
-0.2783
0.2177
-0.2966
-0.0222
0.0626
-0.0767
0.3913
-0.5215
0.4009
1.4916
-0.1422
-0.8483
-0.0528
0.2121
-0.7906
-0.3956
-0.0789
-0.2764
-0.4889
-1.4905
0.1691
-0.0582
0.7227
-0.5927
-0.3024
-0.9376
1.1488
-0.3797
0.2745
-1.3989
0.7298
0.626
-0.9871
0.5366
-1.4702
0.7653
0.7119
-1.218
0.3314
-0.4751
0.0253
0.2178
-1.1644
0.3324
-0.3735
-0.8554
-1.0749
2.1122
0.9399
-1.0231
-0.4176
-0.6266
0.5389
0.7909
-0.3633
0.1493
-0.297
-0.3574
-0.4907
-0.4629
-0.8516
0.7631
-0.7292
-0.2642
0.5598
0.2344
-0.7789
-0.9842
0.1727
-0.5223
-0.8066
-1.3486
-0.2541
-1.2758
-1.6634
-1.564
0.2594
0.0533
0.1295
0.0134
-0.8979
0.5225
0.3127
-0.7187
0.0033
0.7613
-0.2204
-1.5482
-0.9143
1.3479
-0.2746
0.1885
1.0412
0.6465
-0.267
0.6749
-0.0802
0.0867
-0.0915
0.6867
-0.4742
-0.5907
-0.4863
0.1341
-0.6055
1.0463
0.7519
-0.6331
0.84
-0.2912
0.7794
0.6437
-0.5884
-1.317
-0.5255
0.9831
-3.1762
0.76
-1.2679
1.8172
-0.1793
-1.3238
1.0956
-0.2308
2.0023
1.6802
1.2764
-0.8744
0.9897
2.1255
-0.1208
-1.6567
1.5549
-0.844
0.8459
-0.7478
0.9739
-0.8155
0.9631
-0.5785
1.9411
-0.0771
-1.2096
-0.2333
0.1314
-0.3888
0.6431
-0.7908
0.1704
0.9522
-0.6791
2.2745
-0.5565
-0.3452
1.4441
-0.3887
-0.5342
-0.3868
-0.7345
1.0946
-0.5731
-0.4131
-0.8297
-0.0748
-0.5926
-1.1065
0.771
-0.1891
0.5287
0.1927
-0.2229
-0.9545
-0.9935
-0.9766
0.5075
-0.0842
-0.339
-0.5188
-1.3051
-1.1344
-0.3958
-0.0507
0.1104
1.1749
0.0785
-0.0827
0.9931
1.3804
-0.012
1.3402
-0.5443
1.1649
1.8338
-0.337
-0.0141
-0.6789
-0.3584
-0.7478
-0.731
0.4011
-0.6448
0.5304
0.0597
0.505
-0.2039
-0.3491
0.6061
0.6401
-0.3898
-0.6575
-1.1373
-0.851
-0.2996
-0.3093
-0.7703
-0.5174
-0.1103
-1.0668
0.0668
-0.1046
-0.0081
-0.0852
0.1105
0.6456
-1.4999
-0.5092
-1.0921
0.2928
-0.5593
0.0641
0.6151
0.9783
-0.1339
0.0876
0.2324
-1.7029
-0.6371
0.9945
-0.9016
-0.7301
0.6605
0.3696
-0.8931
0.287
-0.3745
-0.9298
0.9725
-1.7221
-0.3402
0.632
0.2462
-0.3973
0.0778
0.3396
0.8193
-0.1264
-0.9323
-0.2211
-0.5259
-0.9012
-1.9771
0.5848
-0.0882
-1.0915
-0.5526
-0.8906
0.4045
-0.1973
1.0804
-1.139
0.3531
-1.0739
0.6064
0.263
0.8034
-0.6703
0.1796
-0.3592
1.658
-0.4476
0.556
-0.9592
-1.0053
-1.853
-1.3262
1.0445
1.0742
-0.4601
0.0848
0.481
1.5093
-1.672
1.3859
0.5205
-0.1126
0.1405
0.0214
-0.5558
0.6307
-0.2682
-0.5185
-1.0119
-0.5984
0.9159
0.2347
2.4979
-0.8333
0.1199
-0.358
0.8674
0.4108
1.8172
0.7776
0.4068
-1.0147
-1.7812
-1.0529
0.3057
0.4053
0.4732
-0.4697
-1.2508
-0.5133
0.7539
-1.2068
0.7699
-0.1126
-0.7044
0.4053
-0.2603
-0.3922
-0.3338
0.7829
0.2847
1.0429
-0.9317
0.87
0.1204
-0.3902
0.0312
-0.5929
66.633333
1
133
58.89
BREAST CONSERVING
Breast Cancer
Breast Mixed Ductal and Lobular Carcinoma
Moderate
1
LumA
1
Positve
Positive
1
NEUTRAL
Negative
Mixed
1
Post
8
Left
1
3.16
MDLC
Negative
1
ER+/HER2- Low Prolif
80
2
Living
0.0572
0.5202
1.3979
0.5875
0.8162
-0.2371
0.0906
0.1606
0.8479
0.4164
-0.7213
-0.4759
-0.3647
-1.6998
-1.5083
-0.6979
-0.7495
-0.4269
0.3353
0.4728
1.1132
-0.3019
-0.33
-0.3299
-1.7397
-2.1278
-0.9871
0.1237
-0.8044
-0.2613
-0.8566
0.4707
0.1937
0.3441
1.9597
-0.6114
0.5046
-1.4614
-1.425
-1.6863
0.2184
0.187
-0.3667
1.1527
-0.8165
-0.1448
-0.4259
0.6568
0.1913
-1.6893
-0.1601
0.8158
0.7983
1.2904
0.7182
0.9089
-0.9776
0.2086
-1.3763
1.2678
-0.6533
-1.6395
-1.0135
0.6907
-0.2339
0.6581
-0.1449
0.2432
0.3077
-0.4209
0.6789
-0.7271
0.1845
0.4115
1.5666
-1.978
-0.4686
0.2464
0.0782
0.8905
0.7209
0.5844
-0.3626
1.0953
-0.8386
-0.4389
0.0037
-0.5411
1.4614
0.5064
0.6175
-0.0498
0.3667
1.9511
-1.3828
-0.8149
0.9199
-0.7279
-0.6534
-0.2346
1.3071
-2.3034
1.0935
-0.1863
-1.1133
0.731
0.6216
0.2112
0.3722
1.5136
-0.0275
0.2967
-1.0421
0.5424
-0.2431
-0.5642
-1.0745
-0.6782
-1.546
-0.7998
-1.2901
0.0858
1.266
0.1439
-0.3781
-0.1789
0.6387
-1.169
1.6579
-0.0839
-0.1995
-0.1695
0.5669
-0.6636
0.0979
0.6379
1.1874
-0.4563
-0.6568
0.0128
-0.7736
0.1401
-1.1425
0.4535
-0.6603
-0.155
-0.908
-1.273
-1.5487
0.7231
0.3563
-1.2218
0.2152
-1.8256
-0.59
-1.9076
0.0769
0.1731
0.1777
-0.6614
0.0826
0.7676
0.49
-0.9418
-0.4428
1.1166
0.4439
-1.3463
-0.3156
-0.7569
0.0726
-1.7625
-1.1162
-0.3654
0.3262
1.282
-0.597
2.1661
0.0529
-0.7516
-0.2261
2.6191
0.9623
-0.3658
-0.3392
-0.4717
0.4539
0.8635
0.7915
0.2823
-0.0505
1.1418
-0.8468
-0.1403
-1.3723
-0.1499
-0.8974
0.162
0.8068
0.1265
0.2894
0.0345
-0.398
-0.3664
-0.8862
-0.6811
-0.5909
-0.7713
-0.7695
0.0435
-0.1339
-1.0788
0.6319
-0.0133
0.3441
-1.8236
0.7619
1.3249
-0.1256
-0.3591
0.4879
0.6187
0.9385
0.1551
-1.2928
0.1573
0.0462
-0.6719
1.4289
0.2288
-0.4275
-0.2749
1.3703
0.2424
0.0616
-2.0336
1.4257
0.5439
0.7192
0.102
0.2897
-0.4311
0.097
-0.0187
-0.0293
-1.3592
0.3594
0.2258
1.5418
-0.2096
-1.5597
-1.5835
-0.6002
0.255
-0.1476
0.0992
1.2488
0.5663
0.5159
0.3655
0.9995
0.5224
-0.631
0.1533
0.1739
0.7964
1.2962
-1.1477
0.2566
0.2879
-0.5361
-0.0681
-0.3128
0.2319
0.3403
0.0423
0.8876
0.9541
1.097
-0.1111
1.4568
0.0618
-1.0845
0.7854
-0.2877
0.6946
-0.4299
-0.4452
0.9176
1.8905
2.5876
0.9228
-0.5424
0.4933
-0.722
0.4036
9.5645
0.0604
-0.0293
-0.6759
-0.7849
-0.0362
0.5832
-0.8493
1.3521
0.4773
-0.3764
-1.3624
0.1581
1.4556
-1.7655
0.7988
0.5076
0.7306
0.5933
0.2173
1.8459
-0.782
0.6669
-2.2964
1.3903
0.8479
-0.7615
1.1165
-0.2981
0.113
-0.3526
-1.042
-1.9126
1.2821
-0.7144
-0.1002
-0.5149
0.6451
0.7892
0.6691
0.0435
-0.0313
1.6372
0.8315
0.3272
-0.1291
-1.0142
-0.9535
0.096
-0.7017
-0.0307
-0.771
-0.5695
-0.6021
0.5066
-0.8864
0.5055
-1.0167
-1.9565
1.288
-0.2464
-0.3695
1.9274
1.9054
-0.4711
0.209
1.0426
0.6584
-0.2536
0.2972
0.252
0.7991
0.0788
-0.3823
-1.255
0.859
-0.7066
-2.6502
0.5079
-0.2298
1.211
-0.024
-1.0593
1.0357
-0.725
-0.1567
1.3942
-0.0323
-1.2682
0.7062
-2.4372
1.0918
-1.4093
-0.0328
-0.4998
-0.1959
1.9408
-0.8166
0.7367
0.2792
-0.3416
-0.1788
-1.312
1.0787
0.7658
1.1771
-0.2326
1.0768
0.0042
0.3416
-0.978
-1.1437
-0.0487
0.1527
0.1746
0.2431
-0.1704
-0.2301
0.3486
0.024
0.3799
-0.7706
0.1349
0.3793
1.203
-0.8483
-0.1358
-1.7796
1.2257
1.8469
-0.2685
-1.766
-0.6964
0.8356
-0.4209
0.8117
-0.4412
-0.359
-1.1683
-0.2042
-0.6248
1.7569
0.2106
0.1024
-1.1787
0.6313
-0.6742
-0.2025
1.4003
-0.0823
-0.5023
-0.2151
-1.1762
-0.6524
1.8704
0.2026
0.3647
-0.819
0.0542
-0.2878
-0.9237
0.2605
0.5429
-0.7276
0.5185
-0.4443
-1.0318
-0.6188
0.2353
-0.8195
-0.7336
0.6508
-0.5051
-2.0373
-0.4049
-0.2132
-0.1704
-0.1986
-0.3655
-1.6657
1.4364
1.8949
0.1134
-0.3374
-0.0351
-1.0121
0.3607
-0.0909
0.5866
-0.0923
0.0821
-1.2613
-0.3034
151
0
134
73.11
MASTECTOMY
Breast Cancer
Breast Invasive Ductal Carcinoma
High
0
LumB
1
Positve
Positive
3
NEUTRAL
Negative
Ductal/NST
1
Post
8
Left
3
5.044
IDC
Negative
1
ER+/HER2- High Prolif
22
2
Died of Disease
-0.2506
0.5407
-1.509
3.2541
0.9554
-1.7225
0.535
-0.7815
0.3036
-0.2187
1.0427
-1.168
1.8342
-0.0085
-0.2156
0.4971
0.5831
-0.1494
0.1413
1.5145
-0.0107
-0.5548
0.4367
-0.3548
-0.5197
0.2001
-0.8119
-1.6965
-0.5946
0.6017
-0.5593
1.2668
-1.4832
-0.1283
-0.0673
1.3861
2.4163
0.7948
-0.4404
-0.8912
-1.5021
0.5287
-0.2401
0.2463
-0.3984
-0.7409
-0.8855
-0.0256
-1.6801
-0.9079
-1.5774
0.9435
-0.3904
-0.325
0.3534
0.5262
-0.4549
-1.3449
-0.04
1.28
-1.0631
0.1059
0.3298
0.2484
0.1822
-0.0399
-0.648
-0.8986
0.2091
-0.3873
-0.2476
-1.2519
-0.471
-0.8097
-0.826
0.0935
-0.9135
1.2471
0.2459
-1.0768
-0.4734
0.4011
-0.0555
0.5114
-0.2995
0.2117
-0.6498
-0.1697
0.7437
0.2334
-1.2184
-0.5048
1.1182
-0.6361
-0.0095
0.0789
1.509
-0.9997
-0.3983
-0.6052
-0.1623
-0.0356
-0.3233
-0.0283
0.6696
1.2091
-0.1372
-0.3805
-0.1422
-0.2668
0.0953
-0.3338
-0.0046
0.062
0.8187
-0.2453
-1.3301
-1.1471
3.0419
-0.4037
-0.3205
0.6538
0.981
-0.5218
1.4614
-0.4857
-0.054
0.1652
0.9241
-0.4213
0.76
-0.6527
-0.7275
1.3566
-0.8406
-0.0845
-0.1861
-0.6451
0.344
-1.3558
1.099
1.7999
-0.5981
0.0322
0.7007
0.1761
1.0774
-0.2285
-0.833
-0.552
-0.273
0.1208
-0.777
0.4044
-0.3501
-1.9591
-2.187
-0.4269
0.0514
0.1246
-0.1254
-0.6528
-0.7017
0.2313
0.0464
-1.4917
-1.6811
-0.3183
-0.1656
-0.264
0.1643
-0.0994
1.2634
-1.2022
0.4555
-0.1047
-1.5995
-1.3604
0.3304
0.983
0.5284
-0.8593
-0.6614
0.6833
0.6976
-0.3927
0.4953
0.2345
0.4421
-1.3085
-0.7226
-0.6356
0.1596
0.2444
2.117
0.2338
0.2539
4.3498
-1.0588
-0.5521
-0.3329
0.4942
-0.6724
1.1583
0.1858
0.2157
-0.3325
-0.0363
-1.0157
-1.0492
-0.2294
0.6046
-1.5942
-0.1814
-1.1113
-0.7424
-0.6983
0.7049
-0.8685
-0.3461
-0.6452
-0.542
-0.5057
-0.1626
-1.1199
-0.4207
1.8945
0.5013
-0.4976
-0.018
-0.7522
-0.2466
-0.0237
0.5325
-0.8679
0.0888
-0.6985
0.6824
-0.9739
-0.769
1.1418
-1.4901
-0.7735
0.3197
0.0034
-0.7153
0.6882
0.9451
0.4253
-0.726
-0.0945
-0.9421
-0.4726
-0.4778
0.2018
-0.9141
-0.0418
-0.2025
-0.4581
-0.4986
-0.742
0.0902
0.6437
-0.5618
-0.0371
-0.4114
-0.3943
-1.7869
-0.318
0.9803
-0.2741
-1.3295
-0.0014
-0.6631
0.5875
1.294
1.1944
0.7405
-0.5536
0.6482
1.0013
-1.3911
0.5343
-0.1716
0.7958
-0.1052
-0.7207
1.5526
-1.0192
0.7477
0.8568
-0.8654
-1.4167
-0.4925
1.231
-1.6091
-0.1801
-0.3114
0.2476
0.5517
-0.1798
-0.4986
-1.4695
0.2116
0.3468
-1.1323
-0.1358
-0.7293
-0.6427
-0.8276
0.1616
-0.7609
1.0851
1.2299
-0.3852
-0.557
-1.9099
-0.5667
1.5038
0.5792
-1.7848
-1.3652
-0.0489
0.1315
-0.9248
-0.5445
4.9395
0.7575
-0.2151
-0.0869
-1.7636
-0.2088
-0.1306
-0.7644
0.1767
-1.1841
3.3158
0.312
0.3829
-0.0374
0.3043
-0.3823
0.065
-0.854
-0.6222
-0.7941
-0.626
-1.5829
-0.463
-1.1192
-0.2465
0.8922
0.7695
1.1455
-0.623
-0.1762
-0.6803
-0.2367
-1.0479
-0.2255
-1.3
-0.1962
0.3382
-0.5395
-0.0125
0.898
-0.5316
-0.5228
0.2786
-0.8272
-0.4937
0.5261
-1.9895
-0.3518
0.4917
-0.8101
-0.1243
0.491
-0.376
0.0951
-0.288
0.3714
0.1421
-0.1938
0.6343
0.2389
0.0658
0.8613
0.4614
-0.2061
1.024
-0.2401
-0.3481
-0.4328
0.6571
0.5587
-0.6537
-0.9567
0.4238
-0.7435
-0.1294
-0.042
0.5665
-0.5136
-0.3233
-0.0921
1.5661
-0.276
-0.5842
-0.9447
-0.7888
-0.4426
-0.5764
0.1249
1.2721
-1.0514
-0.4734
-0.1488
-1.6333
-0.5972
-1.2808
0.9967
-0.321
-0.9537
0.1847
-0.326
-1.2172
0.0351
-0.2288
-0.0026
-0.7671
0.0365
-0.3315
0.727
0.2414
-0.4332
0.6514
-0.0598
1.064
1.0453
-0.6011
0.3348
-0.1644
0.1296
-0.9251
0.1353
0.7079
-0.3401
-0.4589
1.8948
0.9791
-0.2235
0.1995
-1.4088
0.8839
-0.6917
0.0818
-0.1271
0.2582
0.8752
0.8999
-0.1776
1.0533
-0.0906
-0.479
-1.053
-0.4781
-0.8375
-0.4075
-0.219
-0.2354
0.7979
-0.3339
-0.0649
2.9642
-0.2078
0.4956
-1.6432
0.9624
-0.7148
-0.3226
-0.1047
1.4062
-1.7533
-0.2397
1.4073
-0.2094
-0.5906
-0.907
12.933333
1
135
74.09
MASTECTOMY
Breast Cancer
Breast Invasive Ductal Carcinoma
Moderate
0
LumB
1
Positve
Positive
3
NEUTRAL
Negative
Ductal/NST
1
Post
2
Left
1
5.07
IDC
Positive
1
ER+/HER2- High Prolif
35
2
Living
1.4429
-0.286
0.9868
0.5768
-0.0906
0.16
0.4526
1.3562
1.6696
-0.4478
-0.3829
0.7722
1.1544
0.5999
1.2438
1.3182
0.7244
2.161
0.4149
0.3716
-0.4172
-0.3187
0.3463
-0.4784
1.576
0.8384
-0.7603
1.0165
-0.1626
1.6872
-0.5991
-1.3015
-0.3615
-0.6924
-0.2621
0.875
-1.5876
1.5179
0.1647
-0.3389
-1.4843
-1.3544
0.2393
-1.3588
0.5511
-0.2101
-1.1624
0.5597
0.099
-0.4378
-0.7503
-0.6748
-0.8062
0.0983
3.0169
-0.611
0.5713
-0.6377
0.4536
0.9051
-1.2625
0.7253
-0.8314
0.1464
-1.1289
-1.0067
-0.6521
-0.5159
-0.3498
-1.2918
-0.1501
-1.2212
0.8931
-0.8125
-2.2355
-0.2939
-1.78
0.0755
-0.6267
0.9665
-0.0766
-1.3884
-0.5152
0.7618
-0.1731
-1.4253
-0.113
1.3298
-2.1354
-1.7619
-0.3916
-1.1935
-0.1625
-0.0858
-0.6004
0.805
-0.666
-1.3698
-0.061
0.2939
-0.5211
1.4169
-2.8644
-0.532
-1.7235
-0.978
0.1486
-1.1315
-0.5308
-1.0414
-0.2189
-0.1438
0.0741
-1.1169
-1.4712
0.5198
1.2751
-0.3777
-0.901
0.2925
-0.0032
1.5853
0.4418
1.1385
0.4223
-1.591
-0.4347
0.9276
1.0403
0.1684
0.5061
-0.5611
1.4905
2.2216
0.8722
-0.5114
-0.5673
-1.796
0.7461
4.2407
0.1779
1.5147
0.5033
1.43
0.3078
-0.8304
0.2243
-1.4987
-0.9386
0.0339
-0.1298
1.5579
-0.811
1.1662
0.3516
-0.9921
-0.6302
0.4098
-1.1967
1.2001
-0.7552
-0.0461
-0.7213
0.0986
-0.7076
-1.2997
-1.636
-0.147
0.7765
-1.0052
-0.4528
-0.5863
-0.2816
-0.3
0.3811
-0.7126
2.2014
0.4491
0.5628
-0.2396
-0.6584
-0.4851
0.4129
-0.1314
0.5391
-1.4775
-0.6361
2.2192
-0.1154
-0.1535
-1.337
-2.1518
-0.7994
-0.2588
0.3728
-0.2435
0.2564
-0.8245
0.1868
-0.813
0.1597
0.6542
1.0498
0.3773
-0.497
-0.5269
0.0982
-0.405
0.5018
-0.6597
-0.5841
0.6778
0.364
-1.4851
-0.3221
-1.8313
0.8182
0.7247
0.5905
-1.9282
0.5506
-0.316
-0.7382
-0.3959
1.3252
-2.8886
-0.7171
-0.4915
-0.6292
-0.1984
-1.1073
-0.1936
-0.212
0.5497
-0.6692
0.0079
0.6914
-2.188
-0.3928
-0.6547
-1.3347
1.1056
0.2908
-1.3651
0.6737
-0.172
-0.2134
-1.4721
-1.53
0.7588
1.461
-0.8299
-0.4064
-0.4562
3.5288
1.8848
0.2115
-0.258
0.1166
1.2105
-1.6841
-0.2195
1.0179
0.0168
0.0461
-1.1408
0.3559
-1.1057
-0.3796
0.2847
-2.7928
-0.1623
-1.0601
0.131
-0.9103
-0.7108
1.0929
-1.5896
-0.0564
-0.4524
0.6598
-0.7542
-0.197
0.0989
1.4088
-1.2365
-0.4002
-0.8511
-1.4495
0.8926
-0.3734
-1.1565
-0.3732
-0.2602
0.9081
-0.8623
-0.4366
-0.9442
-0.2894
-0.1085
-0.203
0.016
0.9877
3.3378
0.9516
-1.0437
0.3962
-1.0677
-0.5916
-1.1593
-0.3188
-0.5824
-0.112
1.4305
1.0388
-0.6273
-1.3602
-1.383
1.0153
2.1627
-0.2072
-0.2905
-0.6765
-0.7215
-0.0343
1.0775
-0.7134
-1.4767
0.4534
-0.0249
0.182
-0.0841
-0.8187
-0.1373
0.5829
0.7162
1.4745
-0.4719
0.2495
-0.5063
0.1883
-0.2944
0.0399
0.7034
0.0597
-0.0993
0.0349
1.1382
-0.3879
-0.6607
1.159
0.1883
-1.3688
-0.4977
0.7922
0.5515
0.0305
-0.5705
-0.2982
-1.2585
-0.2878
-1.2662
-1.1537
0.4028
-0.273
1.2663
-1.2324
0.2746
-0.4213
-0.5463
-0.0197
1.4757
0.9723
0.9393
-0.9566
-1.1852
-0.3227
-0.1773
0.5706
-0.5953
0.1315
1.5089
-0.7279
0.5504
0.3363
0.0743
1.0445
0.6192
1.7219
-0.0618
0.0271
0.7074
-0.8376
-0.0839
-1.3841
-0.3016
0.583
-0.0708
0.285
-0.0251
-0.9368
-1.2941
0.4114
0.1486
-0.4082
-0.4733
0.1545
-0.9043
-0.3023
1.2003
0.5208
-1.4164
0.2881
0.108
1.2437
0.4392
-0.1332
-0.8851
-0.0818
-0.3568
-0.4138
1.7126
-0.6307
0.8928
0.2399
0.4251
-0.8483
0.2359
0.4166
2.7014
-0.4737
0.1533
-0.2386
0.7903
0.5111
0.1346
-1.1787
-0.1818
0.2633
-0.7876
0.0825
0.2055
1.4653
-0.2661
0.8767
-0.2817
0.324
-0.033
0.6149
-0.3775
-0.3125
0.5521
1.2491
-0.6372
-0.9482
-0.5116
-0.2337
0.1041
0.2914
0.0198
2.53
-0.3673
-0.4025
-0.1718
-1.1381
-0.3012
1.2975
0.58
0.6235
1.3942
-0.7551
1.0132
-1.3789
-0.5966
1.3754
-0.331
1.3374
0.185
-1.1324
-0.923
1.3021
0.293
2.0381
0.6168
-0.0778
-2.6355
-0.5905
0.474
-1.0057
116.633333
0
136
72.3
BREAST CONSERVING
Breast Cancer
Breast Invasive Ductal Carcinoma
High
0
LumA
1
Positve
Positive
2
NEUTRAL
Negative
Ductal/NST
1
Post
3
Right
0
3.026
IDC
Positive
0
ER+/HER2- Low Prolif
13
1
Living
-0.0325
-0.8348
0.0617
-0.3805
-0.9292
1.2717
-0.7861
-0.8551
0.0542
-1.4686
-0.5771
-0.6581
0.2575
0.2834
0.0961
0.6367
-0.1306
-0.1696
-0.2143
-0.529
1.6611
-1.1478
-0.0699
-0.144
0.0528
-0.5228
-0.2512
-0.573
-0.4947
-0.2956
-0.3682
0.2284
0.6732
-0.1937
0.3493
-0.4847
0.1785
1.0142
-1.4357
-0.4163
0.5605
-0.4447
-0.7276
-0.6206
-0.5572
0.0704
-0.3639
1.3101
0.6149
0.5786
-0.3348
0.8293
-0.2372
-1.2372
-0.3323
0.1723
0.6309
-0.0134
-0.4014
0.8142
-1.1753
0.9003
-0.0908
-0.385
-0.629
-0.1684
-0.5699
0.4167
-0.5443
-0.5857
-0.0518
-0.3225
-0.9647
-0.8323
-0.0577
0.0529
-0.8143
-0.996
-0.4227
-0.1238
-0.4616
-0.8234
-0.0802
0.4208
-0.2867
0.3392
0.2769
-1.0678
0.2379
0.0029
0.2723
-0.6976
-0.6415
-0.1413
-0.0347
0.7436
0.6345
-0.1167
1.1836
-0.6906
-0.9308
-1.1052
-0.3518
0.7326
-0.08
0.1809
0.2775
-0.3806
1.4473
0.0934
1.7319
0.1492
0.0592
-0.0955
-0.7193
-0.4108
-0.3845
-0.3313
-0.0732
0.4458
-0.8746
0.9005
0.3792
-0.622
1.4152
0.3127
-0.4629
-0.0303
0.0759
-0.7482
0.1164
-0.3061
-0.9099
1.2787
0.755
-1.5429
-0.2784
0.4348
0.2775
-0.1173
1.3573
-0.2449
-0.0313
-0.0135
1.1849
0.5647
-0.1846
0.1266
0.2411
0.7683
0.841
0.9276
-0.455
1.6135
-0.674
0.4308
-0.5701
-0.1148
0.694
1.6708
0.6736
0.0634
0.8207
0.9123
-0.2866
0.7181
-0.4528
-0.98
1.1183
-1.0269
1.1466
0.5187
-0.7323
-0.2016
-0.0002
0.155
0.7674
-0.3954
1.1047
0.7015
-1.4668
0.6315
-0.1412
0.9445
0.319
-1.2866
0.4609
0.0312
-1.2295
0.7114
-1.4853
-0.3206
0.0426
0.5257
-1.355
-0.1504
0.0323
-0.4725
0.7543
0.1141
1.3283
0.648
-0.1677
-1.02
0.6307
0.2402
0.9815
-0.2313
2.8627
0.4792
-0.9911
0.186
0.691
1.209
0.6794
0.5219
-0.1154
-0.4425
0.1099
0.4339
0.5296
-0.8227
1.0264
0.3803
0.1929
-0.519
0.5046
0.2732
0.2101
-0.1009
-0.4591
1.2295
0.4208
0.5746
-0.6694
0.0448
1.3047
0.4998
0.0923
-0.5423
-0.1682
0.4612
0.1021
0.1608
0.2887
1.624
0.33
-0.1248
0.2977
-0.0737
0.4601
-0.7285
-0.4488
0.4487
-1.0217
0.162
1.1085
0.3273
-0.0987
0.1492
-0.5766
-0.2326
-0.0661
-0.3705
0.431
0.6742
0.2403
-0.3902
1.0672
0.2229
0.0714
-0.734
-0.1269
1.1479
-0.2507
-0.1808
-0.6557
0.914
-0.9903
0.4172
0.8776
-0.9207
0.9793
-0.6257
-0.1902
0.5942
0.7558
-1.4573
0.0084
-0.8041
0.3009
0.521
-0.9077
-1.4079
0.0707
-0.0983
0.293
0.5755
0.499
0.443
-0.6868
-0.4824
0.8565
-1.6491
0.3522
-0.4588
-0.3394
-0.217
-0.0893
-0.4434
-0.1044
0.3836
-1.5966
0.0794
0.194
0.6701
-0.8069
0.0826
1.5948
0.0122
-0.4154
-0.6818
0.612
-0.764
-0.6149
-0.1889
-0.1311
0.9556
1.2042
0.1332
-1.3072
0.9266
0.5604
0.5949
-1.4702
0.726
-0.5708
0.7742
0.4938
-1.6159
0.6659
-0.829
-0.2137
-0.7957
-0.3431
-1.0713
-0.5323
-2.019
-0.4334
-0.6794
-0.2906
0.0696
-0.6565
-1.0919
0.1906
-0.1009
0.565
0.0651
0.9317
0.4319
-0.6238
-1.3699
0.5802
-0.7061
0.2527
-2.389
-0.3783
-0.7895
-0.6311
-0.4136
0.6569
-0.3686
-0.8407
-0.0249
-0.3627
0.4138
-0.6336
0.9981
0.8551
-0.957
0.8141
-1.5022
0.7873
-0.7961
1.2833
-0.4641
0.21
-1.0102
-0.2597
0.1884
0.53
0.2799
-0.5391
1.5548
-0.3465
0.3754
-0.0179
-0.7399
0.0432
-1.6006
-0.3247
-1.5053
0.3625
0.1346
-0.539
-0.2923
0.4327
0.5951
-0.6562
-0.6362
-0.2045
0.2314
-0.7173
1.5025
-0.1455
1.2898
-0.2772
-0.6238
-0.3918
1.4782
-1.3434
-1.6911
-0.3127
-0.1766
-0.6654
-0.0363
0.3752
1.2836
0.4818
-1.051
-0.1328
0.3308
0.2945
-0.3226
-0.6279
0.087
-0.6098
-0.8867
0.7492
-0.0193
1.001
-0.0732
-0.3003
0.7182
-1.1446
0.3344
-0.4598
-0.6129
-0.1041
1.0167
-0.6315
1.3693
0.323
-0.3039
0.2963
-0.6279
1.8217
-0.1867
0.701
0.3016
-0.1381
-0.9373
0.7342
0.0912
-0.4694
0.3222
-0.4927
0.3838
-0.2988
-0.3979
-0.3875
0.6092
0.1773
-0.9627
-0.691
0.0252
-0.2923
-0.0939
0.8238
-0.1559
0.6997
-0.8406
0.0805
0.5076
-0.5561
-0.2623
0.1044
0.8362
1.0135
88.2
0
138
51.33
BREAST CONSERVING
Breast Cancer
Breast Invasive Ductal Carcinoma
Moderate
0
LumA
1
Positve
Positive
2
LOSS
Negative
Ductal/NST
1
Post
3
Left
0
3.036
IDC
Positive
0
ER+/HER2- Low Prolif
18
1
Living
-1.0344
0.5544
-1.0838
0.8916
-0.1222
-0.767
-0.0849
-1.092
-0.0232
-0.1561
-0.1794
-0.449
-0.8027
-0.205
1.9342
-0.4397
-0.8947
-0.6225
-0.3757
-1.3042
-0.4663
0.155
-0.1216
0.0879
-0.4233
-0.8612
-0.4581
-0.7838
-1.1936
0.2799
0.0025
-0.1879
0.621
-0.2815
1.0906
0.4805
-0.5309
0.1866
0.1559
-0.8733
-0.311
-0.3523
-0.33
0.5306
-0.3914
-0.6056
0.0058
0.6515
1.3547
-1.0578
0.0557
0.5432
0.023
0.4297
-0.1048
1.2979
0.0832
-0.2254
-0.7196
1.6744
0.2821
0.093
0.4936
0.7689
-0.3688
0.828
-0.3049
-0.8848
0.1067
-0.748
1.0783
1.0253
0.612
-0.3739
-0.0652
-1.0005
0.2038
-0.4412
0.9432
-0.076
0.2727
0.5019
-0.8815
0.8506
0.1915
0.6097
-0.5129
1.4361
0.4951
0.0025
-0.8444
0.1372
0.7991
-0.0901
0.6568
0.5727
0.475
-0.1676
-1.1199
-0.2545
-0.1586
0.6229
1.4226
0.9181
-0.0834
0.0122
0.4146
0.3094
0.6718
0.2473
-0.5782
0.8598
-0.0429
0.1609
0.0436
-0.7112
0.6155
0.5389
0.2009
0.462
-0.5865
1.5212
0.3449
0.3088
0.2098
-0.6558
-0.9104
-0.0726
0.2979
-0.0894
-0.1561
-0.1103
0.2819
-0.7667
0.8792
-0.3962
-0.5946
-0.015
0.2925
-1.2081
0.0244
-0.0899
-1.098
-0.144
0.0777
-0.5705
-0.0834
-1.3043
0.1673
-0.0129
-0.1134
-0.2649
0.3108
-1.0071
-1.025
0.1264
-0.0822
1.0624
-1.0431
-0.2977
-1.4177
-0.0883
0.3329
-0.6953
-0.1504
1.3003
0.0082
0.2591
0.4487
-0.5919
-1.0964
-1.0408
-0.0346
1.4832
1.3492
-0.0342
-1.1244
1.1066
0.5837
0.634
0.4289
0.1718
0.9712
0.3952
0.0095
-0.0042
-1.8925
-0.2773
1.653
0.3928
0.2966
0.444
-0.3647
-0.655
-0.0051
0.0997
-0.267
-0.0579
-0.3208
0.0154
1.0694
0.282
-0.3454
-0.3934
-0.4922
-0.6261
-0.1308
-0.4638
-0.0738
-0.6506
-0.4241
0.1886
-1.5052
-0.8043
1.448
-0.6209
1.6538
-0.1754
0.049
0.3322
0.5442
-0.2127
2.3603
0.1382
-1.2383
0.9577
0.3836
-0.0657
-0.2914
0.6235
0.1209
0.8479
1.2941
0.6621
-0.0594
-0.3454
0.2057
0.5394
0.5503
-0.8255
0.8257
0.0135
0.0693
-0.8462
-0.1104
0.2095
0.0109
0.0131
0.765
-0.3471
-0.6005
0.6851
-0.7928
-0.0215
-1.3031
-0.63
0.3595
0.255
0.4365
0.4405
0.5995
-0.5329
-0.882
-0.312
-1.7488
0.8133
2.1834
-0.3376
0.4686
0.433
0.6979
0.3404
-1.19
0.2401
0.3956
-0.7397
-1.3386
1.5677
1.1621
0.022
0.7366
-0.9573
-0.4203
-0.1041
-0.5816
0.5522
0.0663
0.4593
2.483
1.7625
0.2674
-0.2374
-0.0769
-0.6354
-0.2305
-0.1314
-0.4462
0.4808
-0.0898
-0.0684
-0.4959
-0.8125
1.4066
0.7763
-0.9118
0.3683
-0.2422
0.4536
0.4244
1.5385
-0.6834
-0.2076
0.7743
0.6657
0.9776
1.3403
-0.2584
-0.9991
0.2896
0.3592
0.4303
0.3791
-0.3967
0.1565
0.2493
-0.387
0.3886
-0.3744
-0.4434
-0.6045
-0.5759
0.8222
-0.9944
1.5158
0.0969
0.6023
-0.8053
-0.3636
-0.0319
0.5165
-0.1753
0.4658
0.1525
-0.6109
2.4064
-0.1396
0.4013
-0.8964
-0.4559
1.0029
-0.1123
-0.43
0.0604
0.0503
0.3498
0.6364
0.3581
-0.242
2.179
-0.0233
0.0448
0.4003
0.926
-1.3468
0.1303
0.5497
-0.8923
0.69
-0.3286
-0.7951
1.1721
-1.1852
-1.2703
0.1758
-0.1881
-0.6207
0.7146
0.1499
0.3277
-0.2323
-0.3275
-0.8095
0.5608
-0.8639
-0.1498
1.1037
-0.4286
1.194
-1.5485
0.7417
0.6005
-0.9192
-0.2262
-0.4622
0.6345
-1.2721
0.7016
-0.4145
-0.2781
-0.2137
0.2741
0.3521
0.0674
1.9226
1.5578
0.1959
0.4296
-0.0528
-0.8041
-1.2923
1.0893
0.2531
0.1616
0.3685
-0.4679
-0.0932
-0.0082
0.0332
-0.7684
-0.4233
-1.3982
0.2618
-0.1727
-0.7857
-0.0531
0.0067
-0.7002
-0.0388
-0.3559
0.0225
0.3025
1.1978
0.5133
-1.3546
0.33
-0.0661
-0.1719
-0.3788
0.1521
0.5133
-0.43
-0.1484
0.3883
0.8228
-0.9365
0.2493
-0.2479
-0.3448
-0.6985
-0.2223
-1.4216
0.4586
-0.2366
-0.6852
0.2892
-0.555
0.5101
-0.7009
0.4968
0.1755
-0.286
-1.4376
0.8503
-0.142
0.2424
0.6261
-0.1715
1.2075
-0.3366
-0.7094
0.6357
-0.1372
-0.0008
1.0335
-0.6837
-1.0854
0.04
0.7713
0.025
-0.3871
-0.8526
-0.409
0.566
-0.7495
0.5401
-0.0622
0.0897
-0.2445
-0.1876
150.566667
0
139
47.62
BREAST CONSERVING
Breast Cancer
Breast Invasive Lobular Carcinoma
Moderate
0
LumA
1
Positve
Positive
2
NEUTRAL
Negative
Lobular
1
Pre
3
Right
1
4.06
ILC
Positive
1
ER+/HER2- Low Prolif
30
2
Living
-1.0355
-2.0795
-0.4897
1.4846
0.6685
-0.2651
-0.3337
-0.6284
-1.4077
-0.6719
-0.2239
-1.1986
0.0771
-0.7773
-1.6108
-0.2605
-0.5288
-0.3926
0.3097
-0.7523
1.0912
-0.2848
1.0274
-0.1773
-1.6094
-1.7313
-1.3634
-0.4897
-0.9404
-0.3813
-1.5548
-0.4075
1.2364
-0.6215
0.8734
0.6187
-1.8367
-1.0337
-1.0402
-1.8448
-0.8824
-0.6313
-0.5338
-1.5636
-1.0792
-1.232
-0.3304
1.7267
1.6637
-0.9496
0.3208
1.1662
0.5675
2.0136
0.9398
0.1376
-0.0097
0.7657
-1.5505
0.5946
-0.1463
-0.4072
-1.1634
1.248
-0.8622
1.3244
-0.3683
-0.2564
-0.3196
-1.0824
0.7653
0.8982
1.6611
-0.8118
0.0934
-0.4242
0.8059
0.4974
-1.0712
0.1441
0.4475
1.8892
-0.4561
0.4161
0.497
1.6327
-0.9728
1.1616
0.5387
0.1309
0.5564
-0.1959
-0.0497
-0.187
0.5376
0.2485
-0.3878
-1.8398
-0.2188
-1.5872
1.9387
-1.1074
0.0205
0.2157
-0.7396
1.1066
-0.1513
0.3692
-0.0389
1.2159
-0.667
1.4735
0.7115
0.9707
-0.4902
-0.9499
0.4084
-0.4805
0.2602
0.5263
-1.6887
-0.5053
1.2553
0.8162
0.7983
-0.7095
0.2901
-1.1617
1.6269
1.5891
0.8161
-0.6933
1.413
0.1859
1.7487
0.044
0.4446
-3.1125
-0.3883
-1.6697
0.9009
-0.7249
-1.0893
0.1433
0.237
-0.8265
0.2708
-1.7424
0.6296
1.1033
0.5425
0.1823
0.9818
-0.8577
-1.2406
-0.9689
-0.0171
0.478
0.021
-0.7823
3.1358
1.4486
0.6124
0.9551
0.5551
1.6173
0.7429
-1.2826
-1.2198
-0.6506
0.6594
-1.2925
-0.53
0.1579
0.4497
-0.0562
-1.278
1.0669
0.9498
0.542
0.2954
0.6315
1.2884
-0.9648
-0.1533
-0.1064
-1.1304
0.4302
1.4811
-0.7965
0.9819
0.8494
-0.3532
-1.1877
-0.8821
-0.0775
0.3629
-0.1952
0.0527
0.6854
3.3432
0.4168
-0.6652
-0.5787
-0.6003
-0.0044
-2.5162
-0.2079
-0.9136
-1.5549
-0.6556
-0.2067
-0.7064
-0.723
-0.748
-1.8354
-0.7439
-1.1193
-0.4275
0.4295
0.1952
1.0141
-0.7311
-0.7825
-1.4819
0.9792
-0.2547
-0.8177
-1.5947
1.6377
-0.1123
0.923
0.4171
0.8334
1.0757
-0.8719
1.7611
-0.7675
1.4463
-0.434
-0.4012
-1.5212
0.1982
-1.2882
-0.3585
-2.0368
0.1525
-0.1914
1.6082
-0.0798
-1.5722
-0.3091
-0.8882
0.7391
-0.0184
0.2296
1.374
-0.4221
0.7641
1.7318
0.0099
0.9575
-0.0493
-1.4136
-0.3055
0.1213
-0.4169
-0.827
1.5185
1.4667
-0.343
-0.2058
-1.0674
-0.1994
1.2933
-0.3381
2.5319
0.5028
2.0325
0.2902
-0.1109
-0.8417
-1.8039
2.026
1.3413
1.4045
-0.7469
2.0799
1.3135
1.0131
2.5243
-1.189
0.5637
0.5599
0.2958
-0.3351
0.6047
-0.1533
1.2882
-0.9116
-0.0396
-0.3661
0.8338
-1.2293
1.6825
-0.6404
0.1754
-1.4919
-0.0329
1.3304
-0.9346
0.6262
1.9171
0.4299
1.8791
-0.4717
-0.9303
-0.4499
-1.6984
-0.78
1.8528
0.9761
-0.236
0.3608
1.4567
-1.2436
-0.1782
0.8225
-2.0389
0.0078
0.6538
-0.8663
-0.9786
-0.6492
1.6045
0.3605
-1.4214
-1.1061
1.0191
0.0582
0.1923
-0.1245
-0.9212
-1.3533
1.6851
0.1938
0.7494
0.8382
-0.5489
1.0005
0.7438
-0.7403
0.8958
-0.8255
-1.0495
0.9242
0.4695
-0.6491
2.7961
2.5421
1.153
-0.1657
0.7013
1.4619
0.2945
-0.3671
-1.075
0.5386
0.1551
-0.8336
0.0954
-0.6451
-0.7915
-0.4749
-0.4743
-0.8913
1.7021
1.5087
-1.3812
-0.9436
0.2808
-0.062
0.9367
-0.4547
-1.1987
1.3362
0.1704
1.0962
-0.8242
-0.3368
-0.8712
-1.3238
0.371
-0.7379
0.9112
-0.2917
-0.2448
0.0266
-1.6532
0.1866
0.4408
0.2109
0.5282
-0.3984
0.1352
0.6967
-0.7351
0.3791
-0.9746
1.0837
1.9361
0.0751
-0.47
0.6901
0.1986
-0.2139
-1.0133
0.0766
0.0025
0.0582
0.1344
-0.3251
-0.2318
-1.3397
0.2794
-0.3234
0.9281
-0.6427
-0.3637
-0.5088
1.3253
0.8653
0.8829
-1.8047
0.1525
0.3494
0.199
1.3397
-0.1134
0.3755
0.3509
-1.1556
0.7245
-0.4656
-0.1164
0.4678
-1.0165
-0.4785
-1.7497
-1.0639
-1.0333
0.8229
0.3307
0.3762
-0.0474
2.9553
0.7273
0.4125
-1.5373
-1.3858
-0.2622
0.1792
0.4914
-0.6916
0.3801
-0.1506
1.9252
2.4039
-0.6038
-1.2698
0.7979
-0.2491
2.5134
-0.0858
0.1449
1.2704
1.7082
0.5679
2.6475
-0.7695
0.1762
-1.0643
0.1346
0.1844
0.4105
0.2392
1.7052
0.2695
0.4663
109.2
0
140
74.07
BREAST CONSERVING
Breast Cancer
Breast Invasive Ductal Carcinoma
High
0
LumB
1
Positve
Positive
2
NEUTRAL
Negative
Ductal/NST
1
Post
8
Right
1
4.054
IDC
Negative
1
ER+/HER2- High Prolif
27
2
Living
0.5437
-0.2694
1.5727
1.3492
-1.2578
1.0793
0.8848
1.3303
-0.8014
-0.9809
-1.3254
0.5369
1.5733
1.0307
0.2323
0.2869
0.189
-0.67
-0.1824
-1.2653
0.9796
0.5918
-0.4621
0.3451
-0.677
0.4298
-0.8808
0.675
-1.1968
-1.5333
-0.2508
-1.1483
-1.1021
0.6113
0.2128
0.7161
0.2822
-1.7202
1.7079
-1.3132
-1.3014
-0.9893
-0.2544
-0.5917
2.2742
0.2791
-2.449
-0.8789
-0.9607
-1.4332
-1.1555
-0.3394
-1.3811
-2.1676
0.578
0.6675
1.4876
1.7411
0.8094
0.2657
-0.7108
1.0511
-0.5293
-0.5699
-1.3779
-0.9586
-0.5585
-0.1207
-0.8181
-0.5778
0.4675
-0.0071
1.1299
-0.671
-0.1954
-0.6362
0.0271
0.6253
0.7043
-0.4438
1.5509
-0.4313
0.8566
0.4784
-0.5408
-0.8484
0.3664
-0.2283
0.1987
-1.0134
-0.552
-0.0026
1.9408
0.4314
1.6801
1.5359
-0.5947
1.1913
0.3952
0.3486
-0.0134
2.1501
-2.2985
-1.0035
-1.5038
0.6386
0.2441
-0.0384
-0.6678
-0.4183
-0.9108
-0.777
0.1863
-0.8951
-1.664
-0.5115
0.0681
-2.6006
-1.3964
-1.2346
-0.0731
1.2342
0.8481
1.2702
-0.8394
2.7849
-0.1363
0.6216
-1.2789
-0.8684
0.2448
-0.781
-2.9764
1.147
-0.7037
-0.4499
-0.5837
-0.9076
0.3384
-0.6912
-0.3572
-0.3911
0.4602
-0.3974
-0.0968
-0.458
-0.684
2.6325
-1.237
-0.0933
-0.0478
-0.7932
-0.2801
0.7569
-0.8195
-1.7747
-0.2969
1.2648
-0.5627
-1.4341
-0.512
-0.6171
-0.4395
0.1106
0.7277
-0.3091
-1.0906
-0.8743
-0.6567
-0.3445
-0.5109
-0.5294
-0.9415
0.2735
1.1694
-1.0214
0.2746
0.126
-0.433
1.5726
4.253
0.7851
0.0863
-0.1953
-0.618
-1.9295
-0.5522
0.6264
2.4819
0.7776
-0.7493
-1.8891
0.0925
-0.717
-0.8469
0.1615
-0.0005
-0.3884
-0.1322
-0.7433
1.7145
-0.1765
0.9977
-0.1011
-0.5663
1.108
-1.4233
-0.3233
-0.6346
-0.5272
-0.501
0.8473
1.4074
-0.069
-0.9723
0.3138
-0.2809
-0.4816
-1.2832
-0.0449
-0.4801
0.0405
-0.803
-0.2406
-0.1615
-2.1616
-0.8058
-1.2791
1.5909
-1.087
-1.1989
-0.5067
-0.3487
0.2592
-0.4855
0.1857
0.3609
-2.1151
-0.1309
-1.4596
0.513
0.3784
-1.1685
1.1388
-1.009
1.1228
0.4679
-1.4208
-1.438
0.3481
-1.6368
-0.5175
-0.7211
-1.4677
-0.478
0.1555
0.8745
0.6858
0.7209
1.3634
-0.5593
0.4632
0.0849
-0.6448
-1.4505
-0.6452
0.1705
1.9548
-0.2268
-0.4317
0.0068
-0.8465
-0.2955
0.4168
2.2045
0.2071
1.0353
-0.4042
-2.8586
-0.9233
0.4972
-1.233
0.2926
-0.5161
-0.0426
-2.0404
-0.4947
0.0337
-0.3283
-1.6397
-0.4236
-1.1981
-1.3065
-1.1646
-0.9831
-0.7505
-0.7275
0.3072
-0.6266
-1.2906
-0.4565
-0.1752
-1.2424
0.6097
-0.3767
-0.1102
-0.3513
0.0484
-0.9396
-1.0165
-0.5481
-1.3992
0.4491
-0.3906
1.1523
-1.5414
0.1576
-0.2529
-1.3529
0.2203
0.8583
0.5694
-0.3493
-0.6011
0.8448
-0.5362
-0.1841
-1.0273
-0.0855
-1.9701
0.6064
-0.8506
-0.6721
-0.6536
0.4201
-0.8283
-0.1108
-0.3647
-1.1092
0.8671
0.225
-0.6859
-1.3694
-0.0702
-0.2314
1.6034
0.1722
-0.8108
-0.4036
1.1167
0.2453
-0.3199
0.4165
1.889
0.4003
0.7748
-0.4716
0.4
0.2247
-0.6577
-2.8676
-0.1205
0.5402
-1.1586
-0.118
-1.3529
-1.7396
0.1239
0.0236
0.3102
0.279
0.1195
-1.676
0.5088
-1.4056
1.0175
-0.676
0.1127
-0.8565
0.0649
-0.6583
-1.4428
-0.7397
0.0635
0.8181
0.5647
0.2784
1.1037
-0.8042
-1.06
0.2079
0.0665
-0.3629
-0.0896
-1.335
0.1751
0.8422
-1.068
0.9698
-0.0748
-0.8842
0.4573
1.1237
-0.1607
0.7494
0.5496
-1.1021
0.062
-0.0185
-0.6423
0.4021
-1.1562
1.0133
0.3183
-0.0007
0.7155
0.5648
-0.0096
1.1064
1.4142
0.9507
-0.4701
-0.0943
-0.2191
-0.9943
-1.459
-0.7438
0.2218
-0.8563
1.1842
-0.2631
-0.3819
-0.0592
0.4908
0.1094
-0.4139
-1.3069
-0.3092
1.0334
-0.4427
-1.0628
-0.0288
-0.2055
-0.1403
0.7684
0.141
-1.6258
-0.1896
-0.9616
-0.2417
-0.7603
0.2011
-0.8525
1.6779
-0.6543
-0.836
-0.2936
-0.6701
1.0289
1.3125
1.8508
0.6238
-0.9332
-2.0316
-0.3335
0.3074
-0.6853
1.6454
-1.8993
-0.8267
-1.0478
0.8332
-0.6809
1.9688
0.726
-2.1121
1.4677
1.0372
-0.4322
-1.0652
-0.5298
1.1694
-0.281
1.5652
-0.2385
-0.2218
0.6948
-0.3733
0.6086
147.933333
0
142
57.99
MASTECTOMY
Breast Cancer
Breast Mixed Ductal and Lobular Carcinoma
Moderate
0
LumA
1
Positve
Positive
2
LOSS
Negative
Mixed
0
Post
1
Right
0
3.032
MDLC
Positive
0
ER+/HER2- Low Prolif
16
1
Living
-2.1457
-0.8981
-0.8875
-0.8578
-1.5493
0.9627
0.8766
-1.3177
-0.3014
-1.922
-0.4347
-1.5305
2.6572
-0.5976
-0.4218
3.1863
1.2466
2.5746
-1.5202
1.3603
-0.4135
-0.0507
1.3608
0.261
-1.2962
-0.7334
-0.6052
-1.7829
-0.7091
-1.5303
-0.8361
-1.367
-1.6122
-1.0162
-0.3683
-1.1647
-1.0777
-0.4498
-2.0049
-1.7606
-1.6979
0.2056
-0.0833
-0.7457
-1.1695
-0.5756
-1.418
0.5525
-0.982
-2.2711
-1.8323
-0.6677
-1.2
-1.8996
-0.6459
-0.8136
-1.2095
-0.471
-0.2
2.13
1.1345
0.63
0.8731
0.1993
5.1699
-0.1264
1.9466
-1.2322
-0.7103
3.7987
1.2142
-0.9054
-0.588
-0.9352
0.4487
-0.1198
1.1046
1.4983
-1.3783
-0.1282
-1.6463
0.6076
-0.1994
1.2912
-0.3084
-1.3461
-0.4118
1.0933
1.2086
-1.1073
2.3632
-1.1443
1.1298
-0.139
0.6524
0.2288
0.0538
0.2999
0.2942
2.3568
0.3884
0.4754
0.847
-0.8317
0.7448
0.8108
-0.5805
-1.3105
-1.1269
1.3
1.7311
0.3498
-0.4536
-0.2765
0.6929
0.0493
0.8246
-0.8338
1.2812
-1.367
-1.3838
0.1068
1.5953
0.4481
0.0976
0.8875
-0.8456
-0.7945
-0.8459
-0.3897
-0.7922
-0.8005
-0.6362
1.6893
-0.832
-1.5352
-1.123
-0.9805
0.1755
0.159
-1.0465
-0.9555
-0.7716
-0.5628
-1.6863
-0.216
0.1696
0.0893
-1.8719
-0.5695
-1.2265
-1.0955
-0.557
0.0408
-0.8472
-1.6927
-0.3723
1.0436
-1.8506
-0.4165
-0.6107
1.6705
0.1248
0.4654
-1.7179
-0.8105
0.1373
-0.0563
0.6094
0.2015
-1.5008
-1.4571
1.041
-0.2125
0.5649
0.1915
1.119
0.1791
-1.6874
-0.3535
2.0329
-0.7868
-0.4298
0.2892
-0.1681
-0.193
-1.6195
-0.7295
3.2768
-1.3487
1.4555
-0.6509
-1.3759
-2.7732
-0.362
-0.0387
-0.1976
0.1225
0.4674
0.3712
-1.1319
0.2886
-0.2171
0.4575
-0.6043
-1.0515
-2.3242
-0.685
-0.6363
-0.8644
-0.3851
-0.3989
0.2846
-0.5953
-1.1717
1.584
0.5412
-1.7885
1.9637
-0.4631
-1.5629
-1.2411
-1.0577
-0.8273
-2.0477
-0.023
-3.0232
-0.5005
1.0495
0.7797
-1.0245
-0.4094
-1.596
1.4796
-0.8128
-0.1194
-0.9221
0.0858
-1.4493
-0.5652
0.4792
-0.6577
0.9099
-0.5389
-1.0313
-0.8315
-1.9594
1.4799
-0.959
2.0746
0.371
-1.0263
-0.6825
-1.1693
1.4585
1.4361
0.6137
1.0036
0.1434
0.3175
-0.309
-0.0051
2.6275
-0.8988
0.3676
-0.5157
-1.5332
-1.7223
-0.8955
0.2018
1.3197
1.1142
-0.211
-0.7409
1.8086
0.9107
-0.887
1.4488
0.8264
-0.8503
1.4034
-1.1306
-2.0716
-3.5551
-3.2748
-1.7837
-1.1819
-0.3146
-0.8351
-1.218
2.212
0.961
-1.2057
-0.2875
0.9768
-0.0587
-0.6403
0.2595
-0.9049
-1.2712
0.2593
-1.1658
-1.1631
-1.4214
1.1906
-0.401
-0.3204
1.7532
-0.9962
-1.3862
-0.9153
0.2595
-0.8472
0.6338
-0.5178
-1.625
-2.2423
0.2248
0.6872
1.5839
-1.435
-1.2768
0.1318
0.1445
1.4598
0.4702
-0.875
0.1845
0.3502
1.7302
0.5786
-1.8639
-0.7782
-2.6206
1.5107
-0.8117
0.8794
-1.2407
0.9737
0.4545
1.2329
-0.5505
-1.5673
-2.541
-1.1164
1.5559
-0.4973
-0.0989
-0.3824
0.7397
-0.7679
-1.1694
-0.4807
1.7679
2.0532
1.0954
-0.622
0.7049
-0.5619
-0.7265
-0.7252
0.4853
0.7448
1.3404
0.541
0.3881
1.0546
-0.7153
-0.819
-0.2485
1.255
-0.596
-1.0339
0.1502
-0.3132
1.9594
-0.0324
0.2878
-1.5346
0.3389
-0.5512
0.8099
-1.9435
0.2012
1.4286
0.3667
0.8749
0.5094
-2.2541
1.0341
-1.9164
-0.9127
-0.0769
-1.0068
-0.8884
-0.7364
-0.3209
-0.7687
-0.2244
-0.9198
0.3742
-0.8641
0.9824
-0.8456
-0.266
0.04
-0.748
-1.3604
-0.1347
-1.2237
0.1269
0.1003
0.3547
0.1527
-1.2073
-2.0664
1.1855
0.3404
0.7277
-0.8921
1.3294
-0.021
-0.4893
-1.1476
-0.7417
1.3654
-1.0067
-1.0505
-0.7535
-0.0123
0.471
-0.2737
0.174
-1.6857
-1.5957
-0.2539
-1.3705
-0.0255
-0.86
0.0119
-0.0531
-1.3251
0.7792
-1.3108
0.5218
0.8418
1.3013
-0.1353
0.8191
0.3008
0.185
0.2178
-0.8203
1.3009
0.3552
-0.4733
-0.2977
-0.7437
-1.2667
-0.2842
0.6556
-1.0295
-0.8568
-0.6032
-1.1358
-1.1788
-0.199
0.4164
-0.7549
-0.214
-1.7972
0.8075
1.3896
1.5259
0.5613
-0.0327
2.007
-0.0979
0.0376
-1.1302
-0.2552
-1.4454
-1.3747
-1.0056
-1.7279
1.2288
-0.172
1.035
0.0841
12.4
0
143
85.39
BREAST CONSERVING
Breast Cancer
Breast Invasive Ductal Carcinoma
High
0
LumA
1
Positve
Positive
3
NEUTRAL
Negative
Ductal/NST
1
Post
9
Right
2
5.044
IDC
Negative
1
ER+/HER2- High Prolif
22
2
Died of Other Causes
-0.5249
-1.807
-0.3882
-0.6809
-0.0197
-0.6728
-2.4652
-0.1925
1.0957
0.0997
0.6068
0.0797
-0.0119
-0.8157
0.0328
0.296
0.1639
-0.0797
0.5008
1.6146
-0.3354
-0.7884
-1.394
-0.5129
-0.4569
-0.2091
-0.888
-0.9709
-0.362
-1.4576
-0.2241
-0.8783
-0.2952
-0.3216
-0.3437
1.8444
0.5365
-1.636
-0.9548
-0.8075
0.7357
-0.7794
1.9024
-0.6417
-1.47
0.5589
-0.8203
-0.2557
-0.7141
-0.4212
-1.9145
1.4968
1.0684
0.9354
0.064
-1.2492
-1.0392
0.868
-0.2347
-0.1482
-0.6717
0.1144
-2.4992
1.3139
-1.7699
-1.1118
-0.3622
1.0755
-0.9831
-1.0762
-0.0574
0.2486
1.593
-0.1749
-0.4659
0.3632
0.2107
0.0529
-0.5727
-0.7575
-0.9742
-1.2418
0.4569
-0.8928
-0.2356
1.4883
-1.9288
-0.4974
0.7231
-1.0207
-0.2219
0.4603
0.9574
-0.1581
0.8075
0.405
1.1742
0.5575
0.175
0.3919
-1.1203
1.8031
-1.2912
-0.1554
-2.3619
0.523
-0.5923
-0.0263
-0.8261
1.9126
-0.6086
0.0202
1.5651
-0.8064
-0.8794
-0.7325
2.3142
-1.1028
0.5369
-0.0478
0.3241
0.3674
-0.0041
0.873
-0.6049
0.3253
-1.0485
0.627
1.2844
-0.3641
0.34
-0.138
0.2628
-0.5115
-0.8724
2.4671
0.5902
-0.0774
-0.0582
-1.1308
-1.0107
-1.131
0.1258
0.1428
-0.3234
-0.9637
2.0313
-0.6531
-0.8433
-0.2879
-0.4499
2.8573
-0.8421
-0.3807
0.3684
-1.3893
-0.2105
0.6952
0.1124
-0.7688
0.3183
0.5422
-0.6231
0.1512
0.6967
-0.1003
0.6182
-0.27
-1.0305
0.1005
-0.4244
-0.9855
-2.1395
0.1618
0.2106
-0.604
-1.8938
0.2229
0.942
-1.1447
-0.7235
-0.5447
-0.3635
1.137
-0.9052
0.6188
-1.2165
-0.2943
-0.3264
1.2995
-1.488
0.0199
1.4384
0.4759
0.2638
1.4974
-1.2692
-0.7348
-1.2834
0.3731
-0.076
0.3291
-0.3443
0.4562
-0.8218
0.5431
0.5422
-0.4071
1.0488
-0.9183
-0.521
0.2936
0.7751
-0.9984
0.6796
-1.1931
1.0527
0.2312
-0.8876
-0.1987
-0.9031
-0.0449
-0.0494
-0.4442
-0.667
-1.7632
-1.1264
-0.4708
0.6844
-1.0556
-0.3583
-0.8677
-0.0327
0.467
1.9605
-0.9506
0.1714
-0.8061
-1.2938
0.7682
1.215
-0.7331
0.3954
0.0456
0.7513
-1.0632
1.1668
-1.8829
-0.6706
-0.4267
-1.361
-0.1311
1.2031
1.4457
1.9669
-0.3649
-1.5468
-0.7048
-0.2606
0.4622
-0.7958
-0.6449
-0.3032
-0.7111
-0.1768
-0.7831
0.1958
-0.1005
-0.4891
-1.5114
-0.6593
-0.7263
0.0087
-0.4477
-0.3584
-0.5105
-1.263
-0.3151
-0.2153
-0.7587
0.6988
0.9885
0.3269
0.7511
-2.1449
-1.3905
0.7389
0.5099
0.4825
3.0889
-0.7344
-0.6843
-1.8386
0.4898
-0.3938
-0.0899
-0.0584
-1.4888
-0.7148
0.6015
-0.3514
0.463
1.1907
0.665
1.1472
-0.5243
-0.0292
-1.3471
1.912
-0.7661
0.4034
0.077
-1.5121
1.5742
-0.16
-0.6294
-0.1939
-0.0605
1.5617
0.0481
0.8663
0.6121
-0.0547
0.2525
0.9295
-0.4307
-0.7098
-0.7632
0.4031
0.0522
1.0247
0.8488
-0.2435
-0.0411
0.1397
0.9784
-1.5335
-0.1966
-0.6343
1.3088
1.5519
-1.8579
2.0985
0.445
-0.7835
-0.1282
-0.746
-0.6649
-0.1368
-0.9349
-0.6215
1.3235
-0.8807
-0.7249
-0.5066
0.3225
-0.3484
-0.0239
0.5243
-1.3298
-0.9036
-1.7773
-0.643
-0.2392
-0.073
0.5572
-0.0438
0.3426
-0.7359
-0.7088
-0.0729
-0.6336
-0.8184
-0.589
0.2987
-0.4952
-0.5481
-0.1658
0.1653
-0.6427
-1.2762
-0.8783
0.6036
0.3618
-0.4321
1.9692
-1.4547
1.083
0.2669
-1.3659
1.1183
-0.0881
-0.3266
0.0185
-0.7864
-1.6959
-1.0019
0.4719
0.0122
-0.3736
0.6725
1.0722
0.8346
-0.2171
-0.0168
-0.1356
-0.14
-1.6284
0.4442
1.3583
0.4538
0.0562
-0.4163
-0.4894
0.6853
-0.8161
-0.0377
0.0642
1.3288
-0.5639
0.2391
0.8798
-0.3412
-0.854
0.5354
-0.3178
-0.5607
-1.0648
0.0732
1.6552
-1.1702
-0.4566
-0.7364
0.5709
1.0533
-0.356
0.144
-0.8418
1.3587
-0.2585
2.5521
0.5625
1.6713
0.6468
0.1797
-0.1356
1.291
-0.6249
-1.2534
0.0311
0.9891
-0.1943
-0.777
-0.7142
0.5564
0.1192
-0.5887
1.0086
0.9165
-1.0999
0.7177
0.5924
-0.066
-1.5343
-0.444
-0.2154
0.9604
1.3015
0.3201
-0.5733
-0.8799
1.3961
-1.6429
0.5646
0.1331
-1.4939
0.9534
0.8285
-1.2815
0.3784
-0.5742
-0.3068
0.8151
-1.469
0.7021
1.0745
-0.2219
-0.0188
-0.7405
54.333333
1
144
79.73
BREAST CONSERVING
Breast Cancer
Breast Invasive Ductal Carcinoma
High
0
LumB
1
Positve
Positive
3
NEUTRAL
Negative
Ductal/NST
1
Post
8
Left
6
6.052
IDC
Positive
1
ER+/HER2- Low Prolif
26
null
Died of Disease
-0.0968
-0.2425
0.2435
-0.2576
0.9099
-0.9825
-0.5542
-0.7261
-1.2632
-0.7504
0.2672
-0.8241
1.1946
-0.3698
-0.4403
0.9806
0.1951
-0.1571
-0.7127
-0.3878
0.46
-0.4412
-0.0189
0.2673
-0.1301
-0.2005
-0.6554
-0.4268
-0.6189
-0.1818
-0.9442
0.0998
0.4818
-0.4651
-0.7479
-0.865
1.5165
0.854
-1.3102
-0.4141
-0.8323
-0.4954
-0.4961
-0.4217
-0.4295
0.5361
-1.4709
0.4704
0.089
-0.3369
-0.6516
0.9515
0.4314
-0.2342
0.0164
0.5905
0.5765
-0.3902
0.1025
0.2828
-0.1024
0.6443
-0.6445
-0.1892
-0.5491
0.5567
-0.5647
-1.2759
0.9447
-0.1949
-0.2118
0.4402
0.5433
-0.7322
-0.8868
0.3794
0.5395
0.4768
-0.5159
-0.2101
-0.8128
-0.7376
-0.3046
0.7285
-1.3108
0.1288
0.0817
0.5695
0.3878
-1.015
-0.2669
-0.851
0.8914
0.1111
0.5114
0.6979
0.4039
-0.2459
0.3281
0.9383
0.4581
0.6393
-0.7514
1.3498
-0.2403
-0.6854
-0.7982
-0.6195
0.5593
-0.9568
0.6407
0.0683
-0.1882
-0.5525
0.1654
-0.3984
0.9617
-0.8653
-0.8137
0.323
-0.9106
-0.0508
-0.0988
0.2733
0.0593
0.0713
-0.2484
-0.3317
1.366
-0.3455
0.5758
-0.3471
-0.0796
0.3904
0.7538
0.1456
0.4279
-0.4516
0.8961
0.1344
0.8873
0.6412
-0.5431
-0.3496
0.3759
0.5537
0.8343
0.5292
0.1403
-0.8036
0.265
-0.3211
-0.4501
0.9957
-0.3749
-0.4652
-0.3352
-0.0795
-1.9705
0.2686
-0.1063
0.4723
-0.3956
0.5692
-0.345
-0.1978
-1.3051
-1.0142
-0.0399
0.093
0.3896
0.0498
-1.2743
-0.4563
-1.7849
0.1107
-1.2644
1.055
0.9736
0.1293
-0.7659
-0.3184
-0.0495
0.6217
0.4036
-0.8521
-0.775
0.4202
0.9068
-0.9595
-0.6547
-0.6986
0.5999
0.0527
-0.0498
0.1243
0.6264
-0.0976
0.596
0.4681
-1.1586
1.0689
-0.1019
0.1851
-0.236
-0.6544
0.1632
-0.3296
1.6619
-0.3622
-0.777
-0.2867
0.9192
-0.2309
-0.2123
-1.3384
0.3101
-0.4619
-0.6299
-1.1497
-1.1384
0.556
-0.2669
0.4335
-0.1584
0.8448
0.0084
-0.0529
-0.1233
0.0631
-0.1703
-0.0323
-0.2626
0.7156
-0.482
0.1584
-0.4948
-0.2077
-0.296
-1.2167
0.7456
-0.0862
0.0166
-0.2484
0.5803
-1.368
-0.7007
0.1186
0.5874
-0.7291
-1.1867
-0.054
-0.638
-0.9613
0.519
-1.2393
-0.2073
-0.4974
0.6143
0.8656
-0.8481
-0.4966
-0.4047
-1.2441
-0.4926
0.5393
0.0799
2.4454
0.8073
-0.5704
0.4
-0.7551
-0.9463
-0.3197
-0.8771
0.5168
1.5505
0.4963
-0.9839
0.1217
-0.0097
0.0102
-0.2676
1.2142
0.4779
0.5558
1.211
-0.1036
0.3502
0.0942
-0.5624
-0.6098
-1.1947
-0.0825
2.2876
-0.6908
-0.1228
0.1363
3.2469
1.2359
-0.3665
0.1117
0.6905
-0.3773
2.272
-0.0833
-0.2974
-0.291
-0.6849
-0.4946
-0.2901
-1.1177
0.1314
0.6975
0.3547
-0.5115
0.1162
0.3923
0.5283
-0.2997
0.2672
-1.1887
-0.0181
-0.3268
0.0104
-0.8503
-0.316
0.2232
-0.421
-0.0509
0.0808
0.6083
-0.3636
0.5418
-1.2424
0.3954
0.355
-0.4537
-0.4118
-0.6052
0.6252
0.788
0.3356
-0.0659
-0.3868
0.2295
-0.373
-2.2659
-0.4098
0.6568
0.9513
1.4411
-0.4311
1.2668
-0.0123
0.6658
0.4388
-0.209
-0.4418
-0.6593
-0.6114
-0.674
0.1512
0.3385
0.019
-1.3937
-0.1732
-0.256
-0.1895
-0.6479
-0.7837
-0.0099
-0.7651
0.6868
-0.1863
0.2663
1.3906
0.1258
-1.0308
0.0976
0.2099
-0.3978
0.2771
0.2945
0.897
0.2787
-1.2153
-0.2975
0.4988
-0.8823
1.1642
-0.5971
0.4396
1.0538
0.2421
0.2304
-0.2516
-0.473
0.8498
0.1618
-0.0398
0.1353
1.071
1.5773
0.4112
-0.2361
-0.5238
-0.494
1.0195
0.6974
0.0422
-0.8252
-1.6666
0.3945
1.7329
0.0802
0.0791
-0.7018
-0.1876
0.1617
0.0083
-0.154
-0.5426
-0.3389
-0.5343
-0.2027
-0.5207
0.5919
-0.063
1.4121
-0.4453
-0.6499
-0.2264
0.7841
1.4883
-0.4019
-0.0911
-0.5888
1.1114
-0.8161
-0.3213
0.4647
-0.5387
1.7104
0.8721
-0.3521
1.1971
-0.3544
-0.2185
-0.7248
-1.0096
0.3713
0.2793
0.5575
-0.4072
-0.2228
-1.5595
0.4335
1.1881
0.6932
-0.2825
0.3719
0.6366
-0.3846
-0.4021
0.4757
-0.4376
0.2185
1.6397
0.1917
0.2034
-0.1136
-0.767
-0.7451
0.1795
0.4335
0.053
0.0846
-0.3283
-0.78
0.9396
0.1137
0.7261
0.4702
-1.2461
-0.0295
-0.1941
-0.4677
2.2378
152.066667
1
145
62.4
BREAST CONSERVING
Breast Cancer
Breast Invasive Lobular Carcinoma
Moderate
0
LumA
1
Positve
Positive
2
NEUTRAL
Negative
Lobular
1
Post
3
Left
0
3.04
ILC
Positive
1
ER+/HER2- Low Prolif
20
1
Living
-1.5677
0.112
0.7181
0.8861
-0.2392
0.2616
-1.638
-0.529
1.7474
0.1712
-0.4031
-1.5328
0.0321
-1.2829
-1.1882
-0.7938
-0.8015
-0.24
-0.1268
0.5375
-0.108
-1.6183
1.0202
0.4049
-1.7793
-1.8421
-0.9179
-0.8382
-1.3542
-0.8875
-0.4248
-0.6138
0.6094
-0.527
1.6949
0.2206
0.1442
-0.5589
1.2238
-1.9484
-1.1513
-0.7394
-0.4037
1.0847
-0.8457
-1.262
-0.7207
0.6995
0.9149
-1.5207
-0.1847
0.825
0.4932
2.1914
-0.5118
0.592
0.3789
0.2414
-1.4151
0.4223
-0.1956
-1.3951
-1.0189
0.5084
-0.3643
1.3793
-0.4984
0.2212
0.0481
-0.7369
0.2059
-0.5801
0.7134
-0.4014
0.1397
-0.2125
0.9776
-0.4257
1.2966
0.7891
0.7235
0.112
0.1786
-0.0701
0.3796
0.3471
0.6103
0.4596
-0.0704
-0.9854
0.4715
0.4098
0.256
1.0207
-0.5193
0.9989
-0.4266
-1.0599
-0.1483
-0.2123
0.2988
-0.716
0.4704
-0.1568
-1.0906
0.2867
0.5315
0.3351
0.4897
0.7106
-0.5408
-0.5693
0.7707
1.0911
-0.7743
-0.9869
-0.0956
-1.0061
-0.9478
0.4005
-1.7636
-0.1725
0.9134
0.1216
0.1071
-1.2752
0.4863
-0.5245
1.4315
-0.5784
0.0876
-0.7599
1.3772
-0.3255
1.5911
0.5806
0.4348
-1.6072
-0.0837
-0.5515
-0.2779
0.8506
-1.4378
1.099
-1.3394
-0.5664
-0.245
-1.9683
0.1901
0.8201
1.2377
0.3472
0.8875
-0.5276
-0.7352
0.2836
0.0768
0.3724
-1.361
-1.6006
0.3786
0.4645
-0.1413
-1.2101
-1.417
1.5414
0.8111
-0.5713
1.5553
-0.2154
-0.5642
-1.6848
-1.2278
-0.1582
0.355
0.2701
3.3079
1.0621
1.2632
-0.9444
-1.209
0.3082
0.1894
-0.6212
0.3697
-0.7332
-1.4128
0.146
1.1296
0.26
0.4389
1.0819
0.3799
-1.2236
-0.4185
1.0288
0.3174
-0.5106
-0.012
-0.0882
0.6593
-0.1221
-0.7223
-0.6932
-0.7163
-0.2458
-0.7373
-0.7344
-0.8207
-1.159
-0.2446
1.2008
-1.2637
0.3407
0.988
-0.6196
0.9441
0.4629
-0.8017
0.5683
0.7084
1.7655
1.5795
1.0755
-1.5143
0.4259
0.03
-0.9485
-0.0815
-0.0317
-0.8855
0.6456
1.5888
0.0512
0.5272
-0.7391
0.647
-0.6009
0.7072
-0.447
-0.2744
-0.7586
-0.013
-0.4689
-0.685
-0.5186
-0.2336
-0.6302
1.12
-0.0558
-1.2114
-0.8161
-0.8058
0.7723
0.4033
0.0005
1.2682
-0.5423
0.672
1.551
0.1194
0.9856
0.2448
0.3201
-2.3841
1.1341
1.2299
0.2714
1.2279
1.1226
-0.2616
-0.2943
-1.0428
1.2204
0.6651
-0.2913
1.6488
0.9778
-0.0487
0.1868
0.7248
0.042
-0.3166
0.466
0.4408
0.678
-0.3408
-0.4993
-0.2632
0.1847
0.8145
0.306
-0.491
-0.4668
0.7823
0.7861
-0.3464
0.3506
0.8516
-0.4119
-0.1735
0.0474
0.7325
0.1467
0.3161
-0.3698
-0.7467
-0.2185
0.7224
1.7465
-0.702
1.1574
1.9136
-1.5318
1.6172
1.0682
1.1944
-0.8571
-0.9532
-1.0802
1.8205
0.6052
-0.1712
-0.4599
1.1861
-1.086
0.214
0.1692
-1.765
1.1906
-0.0963
0.6551
-0.9332
1.232
0.3212
1.3112
1.5899
1.237
0.0621
-0.0085
1.302
0.1726
-1.1668
-1.8506
0.5997
-0.5414
-0.2767
-0.5851
-0.3714
0.0006
0.2382
0.5265
0.7333
-1.0132
-1.4467
1.3555
0.1981
-0.6456
2.8052
0.2802
-0.331
0.1016
0.4368
0.2679
-0.1225
1.199
-0.2456
0.8527
0.6666
-0.7723
-2.6025
-0.5238
-1.2146
1.5165
-0.7256
0.0887
1.6994
0.9546
-1.0652
-0.4735
-0.3657
-0.9098
0.8952
-1.2992
-0.8229
0.7635
-0.6677
0.9075
-0.7654
-0.102
1.0561
-1.0057
2.9221
-1.3051
1.3836
-1.7893
0.004
-0.282
0.2715
0.0437
0.7223
0.6474
0.397
1.787
-0.071
0.568
0.3701
1.8191
-1.1082
-0.1599
0.7654
-0.5361
0.2078
0.0999
0.3386
-0.329
-0.1006
-0.1147
-0.0306
-0.0085
1.2977
0.0564
-0.5148
-1.1864
0.5654
-0.3353
1.0194
-0.5183
-0.0625
-0.9602
1.1719
0.8219
0.771
0.5255
1.1798
0.7999
0.1716
2.0864
0.0941
0.4365
1.7915
0.0425
0.7002
1.294
-0.945
0.0902
0.3487
-0.5801
-1.4466
-0.7024
-0.4649
1.3265
1.1313
2.6358
-0.1806
-0.2246
0.1383
1.8226
-0.0081
-1.6838
-0.261
-0.5752
0.6093
-0.4759
0.9011
-1.1063
0.7464
0.2687
-0.3237
-0.9828
0.998
-0.4828
1.8749
0.578
0.0156
-0.4063
1.272
0.9637
0.395
-0.3572
-1.7065
-0.4687
0.1876
0.2525
-0.3602
-0.1579
-0.3426
0.0156
-0.6671
147.666667
0
146
81
BREAST CONSERVING
Breast Cancer
Breast Invasive Ductal Carcinoma
High
0
LumB
1
Positve
Positive
3
LOSS
Negative
Ductal/NST
1
Post
1
Left
2
5.044
IDC
Negative
1
ER+/HER2- High Prolif
22
2
Died of Other Causes
-0.1568
-0.6015
1.2536
-1.2538
-0.5594
-0.0913
1.0138
0.8703
-0.4933
0.9992
-0.4882
0.4101
0.3248
0.3609
-0.6223
0.3489
-0.2174
0.875
0.4244
-0.2267
0.7473
-0.2467
1.5958
-0.3744
-0.3462
0.0742
-0.036
0.5674
-0.2707
0.6022
1.1951
-1.3722
-1.1651
-0.2479
-0.828
-0.0449
0.1059
0.1229
-0.1438
0.6677
-1.4874
2.0636
0.9507
0.542
0.4895
0.7874
0.4506
-0.3341
-0.4479
-0.7533
-0.4684
1.6248
-1.0132
-1.3122
0.7303
0.7733
0.2933
-0.1538
0.2052
1.5137
-0.0482
-0.3911
0.0863
0.1918
-0.7765
-1.0285
-1.0425
-1.0184
-0.9078
0.2855
0.8194
-0.3964
1.3097
-0.6593
-0.2498
-1.2914
-0.2868
-0.9111
-0.99
-0.4444
0.0578
0.906
1.0025
0.1033
-0.2995
-0.7774
-0.1399
0.2366
1.1361
-0.8511
0.6784
0.0081
-1.1756
-0.5477
-1.3132
1.24
0.2482
0.3695
-0.2127
-0.8311
1.3269
-0.6417
-0.3545
0.7332
-2.7281
0.1985
-1.2463
-0.9302
-0.8301
0.9575
0.87
-0.8548
-0.0715
-1.0165
-0.2591
-0.0054
2.4368
1.7161
0.8873
0.2503
0.2922
0.1883
0.1497
0.4611
-0.4042
-1.1237
-0.5439
-0.9565
-1.4221
-0.7324
-0.6222
-0.7381
0.2726
1.2045
-0.5549
0.0774
0.6288
0.4015
-0.2728
-0.0709
1.1019
0.399
-0.406
2.0928
0.4308
-1.116
0.4409
0.2689
-1.0292
-0.5363
-0.3282
-0.1891
-0.8929
0.8993
-0.9572
-1.9741
0.2308
2.1303
-0.1925
-0.6872
-0.41
-0.2319
-0.8955
-0.2793
-0.0026
-1.1965
-2.1721
0.1353
0.4584
0.3103
-0.2068
-0.9686
0.5729
-0.5029
0.8386
-0.3303
0.9882
0.3475
-0.9892
-0.2761
-0.1621
-0.3181
-1.0673
1.8917
-1.1773
-0.7162
-1.35
-0.7281
1.0621
-1.1075
-0.4217
-1.5686
0.4584
-0.022
-0.3517
0.8876
0.4881
-0.5452
-1.1663
-1.5335
0.1261
-0.0234
0.6987
1.2431
-0.4471
-0.5119
-0.4535
-0.5659
-0.4231
-0.65
-0.4052
-0.4189
2.4677
-1.0468
-0.8812
0.6292
0.9144
-0.0666
2.9093
-0.0469
-0.6661
-0.8244
-0.7513
-0.8713
-0.75
1.3905
0.5388
-0.7194
0.0857
-0.5306
-0.6933
-1.3246
-0.8857
2.3232
-0.6226
-0.6566
-1.2688
0.1105
-0.5538
0.0769
1.5942
0.5857
0.4169
-0.0929
-0.014
0.9428
-1.399
-0.0763
-1.1137
0.0432
-0.2487
1.2469
0.9419
-0.501
-0.7683
0.4511
0.2454
-0.0854
0.1994
-0.2038
0.5744
-1.7815
1.2178
0.8151
-0.8298
-0.4308
0.0478
0.3117
-0.3963
-1.4188
0.8156
-0.3122
-0.237
1.0531
1.4068
3.0452
-1.5741
1.7133
1.354
1.1167
0.945
-0.1157
-0.2727
-0.8784
-0.0012
-0.6248
-0.8613
-1.3975
-0.6095
-1.3847
-0.9293
0.2903
0.2129
-0.2214
-0.8386
0.3324
-0.5145
0.0523
-0.7329
-0.068
-0.6007
-0.7829
0.376
-0.1067
-0.2209
-0.2456
-0.5453
-0.2127
-0.9831
-1.5063
-0.6672
-0.9097
-0.1728
0.3817
0.8519
-1.4944
0.5187
0.7104
-0.8463
0.0416
-1.7553
-1.2777
0.2903
-0.1696
0.6849
-0.8362
0.4006
0.3355
0.0539
-0.3574
0.2356
-0.8029
-0.4602
-1.2185
1.5707
-0.1496
1.4778
0.2945
-1.1738
0.0473
0.2597
-2.338
-0.4362
-0.0799
-0.1404
0.143
-0.6135
-1.4276
-0.7739
0.576
-0.8959
0.5106
-0.9209
2.412
-0.5905
-0.741
-0.4757
-0.8425
-0.8041
-1.5007
-0.6122
0.1627
-0.6533
-0.6959
0.4578
0.3055
1.1511
0.8961
0.2854
-1.0605
0.3706
-0.9019
1.6952
-0.5581
-1.0977
0.1831
-0.7203
0.0283
-0.8494
-0.0639
-0.8877
1.7091
-1.7967
-0.3652
-0.2787
0.0042
0.3826
0.7772
-1.2205
0.1448
-0.8286
-0.2839
-0.5713
-0.624
-0.8264
-2.2131
-0.5774
-0.5437
1.3721
0.0101
0.8758
0.7459
1.517
-0.7734
-0.7012
2.3525
-1.6099
-1.4861
0.3261
0.343
2.0985
0.9255
1.221
0.3754
-1.0365
-1.1072
0.5989
-0.6691
-0.2564
1.0988
0.1965
-0.2405
-0.8218
0.1019
-0.3947
-1.2033
-0.9601
-0.2335
-0.0572
1.3588
-1.0924
-1.8465
-1.2115
-0.7265
-0.3171
-0.2407
0.3268
-0.759
1.321
-0.5103
0.4264
1.0257
-0.0656
-0.6586
0.1129
0.7637
-1.3522
-0.0331
2.2961
0.2006
-0.9
-0.4653
0.112
-0.7909
1.0186
-0.6205
-0.6825
-0.1603
0.2672
0.3265
-0.4495
-0.1781
0.7069
-0.5909
-0.8647
-0.7528
0.8274
0.6457
-0.4433
0.2815
-0.9602
0.4899
-0.5119
2.4075
0.8499
0.6376
1.8809
-0.4963
-0.8897
-0.8403
-0.5544
-0.1986
0.3988
-1.209
-0.1826
-1.1179
-0.1518
0.0617
-0.4649
122.166667
1
147
79.28
MASTECTOMY
Breast Cancer
Breast Invasive Lobular Carcinoma
High
0
LumA
1
Positve
Positive
2
NEUTRAL
Negative
Lobular
1
Post
2
Right
9
5.076
ILC
Positive
1
ER+/HER2- High Prolif
38
2
Died of Disease
1.0961
-2.0293
0.8264
-0.0126
-0.5494
1.3053
-2.6877
-2.0165
1.7483
-2.8709
1.5639
1.5633
-2.4364
-1.8252
1.4839
-0.5047
0.5484
-1.0791
1.0858
0.9844
-2.4075
-1.5613
-2.0083
-0.4892
1.2763
-1.6894
0.1477
-0.7533
1.3893
1.2253
-1.7994
-1.2138
-0.3257
-0.9559
-1.3079
-0.776
-0.1594
0.8841
-0.1188
0.0635
-0.6455
-0.874
-2.7167
-0.7497
1.5628
-0.8473
-0.3607
-3.1443
-1.7896
0.2057
1.4623
-0.6073
0.6095
-2.0941
-0.524
-1.6307
-2.7663
-1.6241
0.7437
0.2962
-0.5093
-1.3589
-1.6641
-0.8819
-0.0834
-0.954
1.2354
-1.2403
-0.3244
0.3201
0.313
-1.1448
-0.4565
1.8113
-2.7687
-0.523
0.0229
-0.9852
0.7653
1.654
1.5408
1.3807
0.9208
0.8048
-2.343
-0.3147
-0.5232
0.4507
-2.8225
-0.1075
-0.5062
0.6075
-1.2753
-0.3582
-0.6825
-1.2971
1.644
-1.3721
0.3903
1.3925
-0.2386
0.3978
-2.793
-0.1997
-0.6662
2.4865
0.1221
0.2396
-1.9226
-1.6969
-0.0143
0.2879
3.4916
0.7539
-1.0123
0.2836
-1.2997
-4.7237
0.8929
0.2575
0.0831
2.7331
0.0972
1.7812
-1.1931
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0.2826
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1.5007
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2.3231
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0.7619
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0.8094
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0.7099
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0.0705
0.6999
0.0668
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2.5473
-0.8622
-1.4019
-0.3467
0.0624
-0.2425
0.3442
0.3603
1.545
0.9699
-0.415
2.6591
-1.8584
0.3827
1.781
-0.7279
-1.488
0.1141
-1.109
-0.485
-2.1731
0.3494
0.5458
-1.7515
0.097
-1.872
-3.8823
1.9959
0.644
0.7041
2.0793
1.2704
-0.6707
1.7147
0.9263
-0.5519
-0.9032
-1.2876
1.5439
-0.1394
-2.7289
0.4053
-0.722
-1.6315
-0.2723
1.5436
-0.0165
-0.5301
0.0301
-0.6837
-1.0131
-1.0826
0.4093
-0.6095
-0.0586
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0.7044
0.4238
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-0.2336
0.2653
-0.1245
-0.1144
-1.2455
-0.638
-0.0185
0.1799
-1.2849
1.1681
0.7236
-1.3172
-1.5325
-1.4708
-0.9793
-1.7503
-1.008
-1.1484
2.8175
-0.5474
-0.644
-1.9923
0.3218
-2.5542
-1.9274
1.1763
-4.1284
-2.3557
-0.1975
0.696
1.2151
1.4613
0.8965
2.6007
1.7751
-0.5421
0.471
-0.9417
-1.3681
0.6528
-0.4505
-2.0314
-1.4801
2.456
-0.2093
-0.3109
1.1572
-0.4439
-0.5908
-0.6491
-1.8047
0.1617
-0.2812
0.7293
-0.614
2.2629
0.9447
2.76
-1.055
-3.0066
-0.8129
-4.9826
1.0371
1.8033
2.5465
-1.3677
-1.7238
-1.3373
-1.2663
-0.8257
0.1201
0.4451
-1.6708
-0.4157
-0.0921
-0.3137
-0.2552
-1.9725
-0.5436
0.242
-1.4642
0.4752
-0.7135
1.792
-0.0866
0.0239
0.0405
0.3691
-0.0367
0.5515
-0.9921
-0.4149
2.2003
1.3895
0.2311
-0.238
0.0377
0.5616
-1.4745
4.9273
-0.9401
-1.0246
-1.2256
0.3635
0.0415
0.5985
2.3268
1.514
-0.3131
0.6604
1.5086
-0.0583
0.5191
-2.1285
0.5695
-1.8713
-2.0508
-2.4566
-1.3217
-0.7164
3.4923
-1.1742
-1.4075
0.3232
0.3104
-0.259
-0.9042
1.9395
-1.0083
0.6398
-0.5219
2.5645
1.9038
-0.8442
0.5154
-1.1606
0.3793
-4.0753
-0.9547
-0.4046
-1.697
-0.0562
0.5326
-0.0706
-0.8957
-0.0044
0.0788
0.2772
-1.306
1.1066
-0.6566
-0.5363
1.3391
-0.2972
1.4929
0.3089
-0.2969
1.2768
0.0647
-2.2284
-2.8033
-1.1962
-0.9844
-0.5023
-1.3186
1.5983
-1.0075
1.8392
1.6676
1.3804
-1.8346
0.923
2.4212
-1.6441
0.4389
-1.6452
-2.9912
-0.3155
-2.7638
-1.0146
-1.178
0.3399
-2.9241
-0.1442
-1.3122
0.5303
2.6619
-3.3123
-0.1112
-0.2833
-0.1978
0.8858
0.8394
-0.4451
-1.4271
-0.0142
0.1311
0.0197
-0.6646
0.0567
-3.4323
2.4839
2.2835
1.2212
-0.5382
-0.9585
-1.0123
-3.1241
0.2945
0.3664
0.6286
0.6101
-0.3261
-0.4875
-1.2782
-1.64
1.0427
-0.2151
-2.1185
0.2036
-2.1938
-0.3939
-0.5046
0.2854
2.114
1.6917
3.4766
0.2374
0.0232
0.0143
0.7944
-0.3319
0.5877
-1.3431
-2.2509
0.1572
0.5596
-0.2297
-0.7691
-2.7713
-0.9466
0.2374
1.5634
-0.9139
-0.2086
0.9795
-0.0719
1.1342
-1.4603
-2.0829
1.2616
0.0062
-1.6992
-0.8776
-0.9449
0.73
-1.0418
-0.0855
0.513
0.1522
-0.8759
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0.2756
-0.3858
-0.1919
0.1478
-0.0326
-0.8351
51.766667
1
148
53.16
MASTECTOMY
Breast Cancer
Breast Invasive Ductal Carcinoma
High
0
Her2
1
Negative
Negative
3
GAIN
Positive
Ductal/NST
0
Post
5
Left
0
4.038
IDC
Negative
0
HER2+
19
1
Living
0.4339
1.5388
-0.4184
-0.554
-1.1141
0.3872
0.572
0.1148
0.1808
-0.7527
0.1137
-0.8989
0.5608
0.6245
0.3079
0.019
0.9792
1.7135
-1.4915
1.1426
0.3712
0.8187
-0.098
0.5257
0.3266
0.8828
0.2531
-0.1427
0.5213
-0.0254
0.8517
0.0511
0.5403
0.0608
1.1143
0.435
0.3418
0.0208
-1.7742
0.2321
-0.3869
0.2361
0.2817
0.3048
-0.7494
0.1711
-0.1338
0.5279
-0.5227
0.7087
-0.5684
-0.2093
0.2438
-1.7298
-0.2896
-0.6554
0.5859
-0.8772
0.2196
-0.6204
0.4522
-0.7739
-0.0403
-0.9898
3.2618
-0.2655
-0.1139
-0.1309
-0.8159
-0.9701
-1.3285
4.3242
0.4341
0.0561
-1.0258
2.1001
0.466
0.2387
-0.7985
-0.5415
-0.3946
0.0041
-1.1267
0.5084
-0.5855
0.3008
-0.1142
-1.4852
-0.7322
0.5316
-0.2276
-1.0392
-0.3217
-0.5302
1.5981
0.8638
0.1136
0.3738
1.2389
0.3928
-0.6353
0.9499
-1.0222
0.6236
0.4924
-1.3596
-0.2307
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0.7335
0.8991
0.4555
-0.5153
0.1735
0.025
0.3466
-0.8546
1.4153
-0.4871
0.1085
-0.5661
0.1072
2.1459
-1.454
-0.077
-1.1118
0.3518
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0.5863
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1.283
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-1.4583
0.8819
0.7252
-0.2212
-1.1183
1.6454
-1.5298
0.4288
0.0231
0.3128
1.36
0.2459
-0.5742
-0.5577
-0.342
-0.4387
1.7376
0.4761
0.9168
-0.5606
-0.4418
1.9226
-0.1136
0.0577
0.5655
-0.0708
-0.5026
0.1666
0.3198
0.1978
0.0674
2.695
-0.5949
0.3125
1.4861
3.2665
0.7938
0.6735
-0.1045
-1.4011
-0.3521
0.7259
-0.7841
0.0451
1.5456
0.7299
0.8072
-0.8167
0.7202
1.1482
-1.2521
0.0086
-0.8763
-0.5781
-1.0425
-0.1933
-1.4369
0.3439
0.2961
-0.4386
0.6515
-1.2272
0.0311
5.7558
-1.3172
0.2992
1.8576
-0.8306
-0.9612
3.0992
1.9743
0.7392
1.5535
1.5532
0.7848
0.7013
0.6334
-0.1777
0.1374
-0.2254
-1.7483
0.1416
0.2412
0.8058
-0.7733
-0.3446
-0.4808
0.6551
0.9144
0.317
0.2736
-0.6941
-1.3039
-0.5225
-0.5819
-0.2738
0.2545
-0.3502
0.1965
0.5548
0.4662
0.668
-0.3238
-0.8023
-1.843
0.6045
0.4301
-0.2001
0.1727
1.9653
-0.8186
-0.61
-0.0948
0.4226
0.707
1.0588
-0.5969
-0.1962
0.0713
0.9054
0.0624
-0.495
-0.1838
0.3665
0.3198
0.148
-0.5758
-0.5941
-0.3294
0.5503
1.8421
0.0701
1.8949
0.3892
-1.055
-0.2476
-1.5798
0.201
1.777
-1.3288
0.145
0.1394
0.6081
1.1806
0.3967
-0.8428
-0.2642
-1.4496
-0.0196
-1.3396
1.1432
-0.6716
-0.9302
-0.2105
0.1539
0.1266
0.4215
-0.1501
0.105
1.3503
0.5253
-0.988
-1.0753
-0.0426
1.3696
0.4814
-0.6204
-0.672
-0.2103
0.4129
0.007
0.2014
0.0445
0.3655
-1.1285
0.6467
-0.0127
0.4142
1.2715
-1.195
-0.5203
0.4241
-0.5275
0.1622
-0.2332
0.6696
-1.8505
0.3078
-0.8817
-0.9253
-0.5976
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0.3912
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0.6382
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0.4804
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0.0104
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-0.0922
-1.7993
0.2941
-0.0028
2.7758
0.7307
0.2433
1.238
0.537
0.4516
-0.7928
-0.6499
1.0853
0.0824
0.7477
-0.1005
0.1916
-2.1778
-0.6491
1.007
-0.7761
1.124
0.2499
-0.5601
0.5918
0.3903
-1.0665
-0.7127
0.2348
-0.2047
1.6412
0.5514
0.0867
-0.3285
-0.6744
-0.993
-1.458
-0.0057
-0.2554
-1.0668
-0.9966
-0.0705
-0.664
1.1143
-0.1786
0.544
-0.0985
0.0875
-0.5488
-0.2884
-1.8805
-0.0256
-1.0053
0.6995
-1.0781
1.0126
0.2679
-0.4062
1.2121
-0.9305
0.6107
-0.6276
-0.5716
1.2513
-1.0128
-0.4645
-0.8886
1.3228
-0.825
-0.6493
0.1068
0.5948
-0.6574
1.0052
0.3438
-1.0996
-0.2153
0.1124
-0.0564
-0.4791
-0.7946
-0.6796
-0.2701
0.9832
-0.5217
0.4688
0.4414
-0.1139
-0.2405
-1.0071
0.3157
-0.5094
1.3771
-0.0867
-1.8584
-0.0601
0.1385
0.0557
1.2883
-0.8127
-0.3615
1.4073
0.5678
0.1162
-0.5697
-0.4505
-0.118
0.8932
-0.7279
1.2697
0.3663
-1.7251
0.5142
0.1517
1.4516
0.159
0.7874
1.0951
-0.8563
-0.6565
-0.6315
-1.089
-0.7178
1.0649
0.0802
-0.8124
0.7265
0.5579
-1.7756
-0.9133
0.459
0.7089
-0.3529
-0.4998
0.6248
0.1473
0.5216
-0.7231
-1.6364
-0.5877
-1.4084
-0.1321
0.8721
-0.2817
1.4934
0.325
-0.0068
-1.33
-1.078
-0.8477
-1.1081
-0.3837
-0.1526
-0.6367
1.766667
0
149
77.13
BREAST CONSERVING
Breast Cancer
Breast Invasive Ductal Carcinoma
Low
0
Basal
1
Negative
Negative
3
LOSS
Negative
Ductal/NST
0
Post
10
Right
0
4.078
IDC
Negative
1
ER-/HER2-
39
2
Died of Other Causes
2.2526
0.2393
-0.8946
-5.2623
3.5619
-1.7752
0.5062
2.5999
-0.5341
-0.397
0.8772
-0.3862
-0.5687
1.0098
1.5551
-0.1232
0.8792
-0.4745
-0.006
-1.9417
0.7993
1.6161
0.1364
-0.5623
1.0369
0.9348
1.4827
0.9493
1.4503
1.299
0.8147
3.0162
-2.7278
-0.8293
-1.4049
1.9536
-0.9695
0.3684
-1.3702
1.135
3.0865
0.3221
1.8751
0.2449
1.4155
1.989
0.8275
-0.638
-1.6347
-1.7812
-1.4126
0.8773
-0.7198
-0.2353
-0.3668
0.4967
0.5053
2.3504
-0.1157
-0.1761
-0.3284
-0.5537
-0.2949
-0.4611
3.5876
-1.5035
-0.1625
-1.3996
1.3609
1.4865
-0.9431
3.366
-0.2795
0.4789
2.1079
2.0648
0.9895
-0.6151
-0.3777
0.2976
-1.2744
-0.8215
1.941
-2.1727
0.2334
1.5411
0.5611
-1.0782
0.3612
2.3749
2.1156
1.7387
1.2687
-1.8917
0.7441
0.7044
-1.0561
-1.2745
-1.2954
-0.2655
-0.4308
-1.8362
-5.951
-0.7313
1.245
0.1008
-0.1417
1.5725
1.1096
-1.3704
-0.9835
0.0346
0.931
-1.12
-1.4712
-0.0853
0.5042
2.2937
1.2889
0.0351
0.9671
-0.8465
-1.9002
-1.2674
-0.3076
-0.6043
6.2761
-0.1426
-1.68
-0.0956
-1.1448
-0.6786
0.2165
-0.7303
0.2786
2.5263
-0.1065
1.5185
0.7098
-0.4851
-0.891
0.6769
2.1973
0.8677
-0.8481
2.4009
-0.2669
-0.1229
-2.0903
-0.4622
-0.8544
-0.0498
3.1549
-0.7461
1.7871
-0.5812
-0.3239
-0.3551
0.8086
-0.6291
-0.1114
-0.2802
1.1581
-0.3199
1.1656
-1.5766
1.736
3.1728
0.7773
0.5243
-0.556
-0.8539
-1.1932
-1.2041
-0.9753
-1.0881
0.5518
1.9452
-0.335
-1.2704
2.0955
2.1033
5.3312
-0.0796
1.6765
-1.335
1.7776
0.8707
0.7251
-1.5153
0.0783
0.8477
0.8327
2.8477
-1.7737
2.8378
-0.8199
1.5097
1.2113
1.4118
1.0034
-2.1476
1.6691
-0.0078
-0.6118
-0.9161
-0.7735
0.5768
-0.7089
0.6583
0.0978
-0.1402
-1.7325
1.343
-0.886
-0.1066
0.1225
-0.2742
-0.2318
1.222
-0.8611
-1.5778
-1.5122
1.1285
1.5245
0.4224
-0.0448
1.0006
-0.6481
-0.4771
-1.2224
1.1739
-1.2278
0.0962
-1.0382
0.4491
-1.2637
1.3056
3.2029
0.7114
-0.0526
3.4106
0.8792
0.2201
3.1579
-0.2498
-1.8461
-0.821
-1.8214
-0.5207
1.8626
0.5286
2.1605
-1.0127
0.0352
-0.5707
1.7364
-0.2905
-0.7009
0.2846
-0.3328
0.9399
-0.7444
-0.9289
2.1619
1.9659
-1.6758
0.5741
-0.8202
-0.1668
0.3276
-0.8128
2.7375
-0.6707
-0.4632
-0.8451
2.7934
0.8035
0.9887
1.9182
-2.6908
1.339
0.4183
-0.9978
2.1661
-0.501
-0.4959
-0.2706
0.3646
-1.0942
-0.923
0.3348
-0.8823
-0.2677
-1.1058
1.066
1.5101
1.5594
0.3607
-0.3027
3.6808
0.1507
-1.5042
1.5
3.1525
0.0068
0.2532
0.6439
-1.3938
-1.8562
2.1263
-0.4509
-0.2069
-0.2995
-2.5781
-0.4009
-0.3114
1.1303
0.1887
0.8255
0.1485
-0.2736
0.2432
-0.6944
-1.0265
-0.0324
-0.59
0.7646
-0.7247
0.3365
1.3529
-0.73
0.1432
-1.556
0.6553
-0.3804
-2.3263
-0.7126
-1.521
0.1348
-0.8067
-1.4141
-0.9461
1.8672
-1.0576
-2.1119
1.2367
0.6271
-0.8465
2.7705
0.6342
-0.1224
-1.1266
-1.1649
-0.0503
-2.4389
-0.5515
0.4561
-1.2821
-0.1493
-3.1141
-0.6713
-1.4334
0.4556
0.0523
-1.3312
0.3576
0.8055
0.3658
-0.0155
0.1144
-1.1542
-1.2923
-0.6648
0.1314
-1.1573
-0.9202
-1.1202
2.0294
-0.4712
-0.4641
-0.8508
0.1411
0.3367
-0.5628
-1.0118
0.1196
-1.4676
-0.7721
-1.0187
-0.832
0.8793
1.6136
-0.5995
-1.8319
-1.4162
-1.5128
0.3361
0.9988
0.4923
1.2049
-0.0446
0.4429
-1.5572
1.1223
1.2689
1.6507
0.7476
0.0502
1.4175
-0.7587
-0.2325
2.0045
-1.2202
-0.5111
-0.5525
1.5623
0.9235
-1.388
0.048
1.7567
0.0629
4.9181
1.0503
1.3799
-2.7941
0.7385
0.6027
-0.8934
0.655
-1.2175
-1.5271
-0.9578
0.1107
-1.9889
-0.4904
0.9118
-0.6947
-1.6352
-0.9186
-0.6903
-0.6242
-0.4888
-0.9659
-0.6701
0.13
0.3559
-0.1436
0.5219
0.2231
1.1116
-1.3374
2.3757
-0.2831
-1.0472
-0.482
0.5378
-1.5055
-0.4257
-0.3078
-1.6444
-0.5113
-1.1259
-1.475
-1.5075
3.1271
1.1038
-3.527
0.9687
0.9263
1.6012
-1.1494
-0.7746
0.2597
-1.1738
1.0821
-1.3316
2.82
-0.5965
0.3502
-0.3836
2.3474
1.0563
-1.2181
-1.0281
1.2572
-0.3694
-0.116
-0.0554
51.7
1
150
70.22
MASTECTOMY
Breast Cancer
Breast Invasive Ductal Carcinoma
High
0
Basal
1
Positve
Positive
2
NEUTRAL
Negative
Ductal/NST
1
Post
4ER+
Left
0
3.04
IDC
Negative
0
ER-/HER2-
20
2
Living
0.6922
0.3224
0.1518
0.3371
-0.5277
-0.6366
1.2025
0.7719
0.8232
-0.8717
2.6707
0.639
0.4821
-0.1227
0.1448
-0.4001
-0.7051
-0.9223
-1.2349
1.438
1.5581
0.1915
0.7616
2.2022
0.7054
0.9402
0.5305
1.0981
1.0369
-0.5733
0.5078
0.6195
0.5998
-0.9813
-1.9172
0.2743
1.0764
-0.2564
0.1906
0.508
0.908
1.1699
0.7595
0.5333
0.252
-0.7279
0.4893
0.376
4.6832
1.6896
1.5695
1.9441
2.9928
-1.0178
0.6333
0.2633
0.239
0.631
-0.7057
-1.2124
-0.062
-1.096
-0.6396
0.7958
-0.1028
0.5244
-0.5802
0.3666
-0.4514
0.1597
-0.0755
0.6932
1.4531
-0.3696
-0.6208
1.0937
0.4389
-0.9483
-1.2574
-0.1074
0.5985
0.0329
0.2815
-1.3921
-0.3959
1.9988
0.2427
1.0079
-0.8542
-0.1734
0.4059
-0.8882
0.6258
-0.4376
1.4417
0.6064
-1.1441
-1.1088
2.2331
-0.3532
0.2027
0.0855
0.2133
0.7151
-0.7305
0.2441
-0.971
-0.8909
0.0623
-1.7627
-0.3435
-0.6477
-0.566
-1.2184
-0.824
-0.5781
0.3169
0.6712
-0.2156
0.106
0.6154
0.1707
-1.4172
0.0884
-1.6455
-0.1241
0.6543
1.2651
1.0159
-0.0259
0.4558
-0.175
-0.5082
-0.9073
1.0009
0.895
0.3297
2.0851
0.7337
0.8615
0.5186
0.3776
1.0948
2.5277
1.4202
-0.1878
1.7211
-0.1865
0.5804
-0.545
-0.4331
0.4205
0.8287
0.0331
0.0878
-0.5843
-0.1066
-1.242
-1.152
1.5523
-0.4856
-0.2251
2.6349
0.1752
0.3682
0.4507
-0.3985
0.8001
0.9343
-0.0531
0.904
1.2203
-0.5072
-0.6876
-2.2659
0.2391
0.8632
-0.2003
0.2206
-0.478
-0.5247
-1.3155
-0.8261
0.5799
0.495
-0.1772
-0.1168
-0.7104
0.5685
-0.3435
-0.4377
-1.02
1.9354
1.3458
0.5368
0.224
-1.4678
-0.3013
-0.012
0.8351
-0.6466
0.3116
-0.1769
0.5529
0.7438
-0.3235
0.0226
3.6995
0.2511
-0.1795
-0.3528
1.8016
2.0889
0.335
-0.9093
-0.0759
-0.0141
0.5539
0.1097
-1.2972
-0.1841
-1.2836
-0.1377
2.6923
1.5588
-0.8639
1.2956
0.7063
0.6538
0.4015
-1.2505
-0.6839
-1.2516
0.703
-1.1774
-0.8509
1.8593
-0.7365
1.6218
-0.6418
-0.6909
0.6007
0.2913
2.1782
1.2098
-0.918
-0.6713
0.5229
-0.7965
-0.6095
-1.0211
-1.5749
-0.2358
0.5944
1.8193
-1.2328
0.0953
-0.5748
0.0061
4.1676
-0.7723
-0.393
-0.1886
-0.6647
1.0923
2.5628
-0.9569
-0.1652
0.1984
-0.0457
-0.8078
-0.806
0.7395
-0.8301
0.3515
-0.8553
-0.8851
-0.0546
0.6486
1.1909
-1.3648
0.1895
1.0977
1.0479
-0.009
0.1198
-0.572
1.9288
0.1447
-1.3781
0.2579
-0.5659
0.2604
0.1272
2.2756
0.0082
-0.4543
0.4548
-0.1329
-0.039
2.5128
1.5099
-1.9289
2.9292
0.5344
-1.4359
-0.5246
0.6247
0.4511
-1.1953
0.4202
0.532
0.3866
0.4646
-0.8051
0.9104
0.5152
-1.4226
1.7734
0.172
0.5686
-1.1705
0.1866
-1.3917
-0.919
0.3341
-0.3357
0.5452
-0.5382
-0.4621
-0.411
0.6498
-0.6012
-0.7155
0.2959
0.1366
1.5667
0.6062
-1.4662
-1.1561
-0.0363
1.2851
0.7597
0.6629
-0.386
0.3543
1.4027
-1.003
-0.4876
-0.3535
-1.104
2.0132
-1.1041
-0.8705
0.2101
-0.8966
-0.434
0.2835
-0.9927
0.3729
-0.2038
-1.5441
-0.1653
0.0835
-0.3853
0.6585
2.3913
-0.4384
-2.3139
2.8436
0.1723
-2.0789
-0.1007
0.2711
0.0576
-1.3479
-0.5493
0.1703
-1.1769
0.8475
1.0935
-0.6431
-0.6988
1.0175
0.4524
1.6912
-1.6637
-0.7108
1.1108
-2.1887
1.0303
-0.3472
-0.7105
0.6621
1.0202
1.1595
-1.6618
0.1971
-0.0499
0.5301
0.118
-0.4261
0.7968
-0.2211
-2.2335
0.9484
0.8585
0.5785
1.1114
1.704
0.1687
1.0924
-0.5565
-0.3959
-0.746
-0.9934
0.633
0.3502
0.0585
0.312
1.7763
1.2191
-0.7721
0.6346
0.4863
-0.1564
0.0544
1.1153
-1.1048
0.5501
-1.0996
-0.0112
-0.4489
-0.5069
-0.4153
-0.8793
0.459
0.7277
-2.9762
-0.7156
-0.2337
0.6958
2.1633
0.3275
-0.3335
0.4098
-0.784
-0.4226
-1.8511
-0.9363
-0.1834
-0.2384
0.5921
-1.7125
-1.1038
-0.5968
0.1641
-2.0909
-0.6587
-1.1339
-0.4178
0.5666
2.2887
-0.8477
-0.1521
1.2799
0.8976
0.1952
1.5261
0.4485
-0.9692
0.4609
-0.6964
0.4478
-0.8553
-1.9222
-2.0109
3.1115
-0.1467
2.6613
0.3316
-1.1673
-0.2875
-1.0384
-1.4137
0.7644
-0.5019
-1.1239
0.2003
111.2
0
151
67.7
MASTECTOMY
Breast Cancer
Breast Invasive Ductal Carcinoma
Moderate
0
LumB
1
Positve
Positive
3
NEUTRAL
Negative
Ductal/NST
1
Post
2
Left
6
6.1
IDC
Positive
1
ER+/HER2- High Prolif
50
3
Died of Disease
0.0997
0.8576
-0.7903
-1.0755
-0.4931
1.1672
0.4724
-0.4867
-0.8379
-0.8502
-0.2936
-0.4577
0.9812
-0.456
0.0144
1.0747
-0.6039
1.0088
0.3519
-0.1096
0.4934
0.4389
-0.6253
-0.1722
1.0266
-0.735
0.0656
1.0141
-0.2932
1.2432
0.0341
-0.8297
-0.6426
0.5774
-0.4466
0.614
-0.6568
0.4996
-0.4326
-0.3771
-1.0809
-1.0724
0.3895
0.6716
-0.8581
0.1411
-0.3602
0.3427
-0.865
-0.4766
-0.624
0.5226
-0.3202
-0.7301
1.3726
0.5623
1.0697
0.1559
0.1544
0.567
-0.998
0.6502
0.128
-0.5672
0.655
-0.8139
-0.5351
-1.178
-0.7356
0.5358
-0.0705
-0.9917
-0.6444
-0.2576
0.5963
-1.9444
-0.0978
0.0199
0.1316
-1.3704
0.0139
0.455
1.5468
-1.2685
-0.4553
-0.3844
-0.3813
1.1876
-0.3077
-0.4799
0.0668
-0.1269
-1.4729
-0.4785
1.1389
1.7072
0.6307
0.793
0.0191
0.2999
0.6026
0.5074
0.0752
-0.7156
0.9282
0.2278
0.5821
-0.9421
-0.9051
0.104
0.1742
-0.5116
-0.8547
-0.4312
-0.6605
1.2372
0.1972
0.156
1.143
1.1956
-0.0862
1.9669
-0.8475
-0.7448
0.199
-0.0091
-0.1737
-0.1663
0.2424
-0.0292
-0.8335
-0.3099
-0.2032
1.2403
-0.3964
-0.0497
-0.0708
-0.0713
0.2074
-1.1299
1.4075
0.7071
-0.5927
-0.4505
-0.3701
-0.227
-0.3559
0.2056
-0.6242
-0.6802
-0.0386
1.8772
-0.6738
-0.24
0.4374
-0.7855
0.2543
0.6479
-0.741
-1.1094
0.0505
0.0033
0.1931
0.1125
0.5898
-0.7983
-1.5603
1.283
-0.5527
-0.0565
-0.1188
-1.312
1.4639
-0.8661
0.1759
-0.2875
-1.2051
0.2689
0.043
-0.615
-1.0161
1.7101
-0.729
-0.5176
0.6488
-0.5793
0.5571
1.3185
-0.3463
-1.0947
-0.3685
-1.0923
0.3904
0.0345
1.0091
0.0944
0.4919
-0.3556
0.3431
-0.9417
1.3752
0.307
-0.8041
-0.6309
-0.5058
-0.6987
0.1062
-0.7729
0.5806
-0.1155
0.3088
-0.0196
0.8367
0.1953
-0.7371
-0.5907
-0.4312
-0.7419
-0.5465
0.1963
0.177
-0.0179
-1.1167
-0.84
0.4619
-1.5525
-0.1845
-0.3219
0.0634
0.865
-0.3297
-1.0633
-0.9175
0.9884
2.6908
-0.919
0.7376
-0.981
-0.6425
1.0662
0.2231
-0.1454
-0.2561
1.9587
0.5478
0.3966
-0.8068
-1.1862
-0.5993
-0.4603
0.7397
-0.7274
-0.2546
0.6169
-1.7422
0.1243
-1.1829
-0.5525
-0.3047
-0.5324
-0.9321
-0.6514
0.363
1.2993
0.2589
-0.6292
-0.7353
0.1271
-0.4827
-0.0234
-1.0669
-0.6929
0.0205
1.1361
-1.1393
-0.2261
0.592
0.6627
0.6776
-0.8448
0.8165
-0.0755
0.6492
-1.5477
1.6334
-0.9943
0.0122
-0.3774
0.2495
1.0153
-1.4994
-0.2113
0.4115
-1.2087
0.4942
-0.1155
-0.748
0.3169
-0.5325
0.2046
-0.4589
0.1019
1.0216
-1.6099
-1.0264
-0.4957
-0.0494
0.6126
-0.2641
-0.8991
-0.0103
-1.3244
0.1114
-0.3688
0.1946
1.9197
0.1912
0.7462
-0.4116
0.4074
-1.3163
-1.1792
-0.3709
0.0026
0.001
-0.457
-0.1857
-0.4985
-0.1198
0.6401
0.0938
0.0335
-0.3294
-0.9481
-0.0683
1.6827
0.0829
-0.2731
-0.9539
0.7547
0.7776
-0.1397
0.4831
-0.2932
-0.8077
-0.1221
-1.142
0.4186
-0.3366
-0.4063
0.1773
-0.4956
1.6745
0.2617
-0.2022
-0.3944
-0.0067
-0.6266
-0.1695
-0.9698
-1.1818
-0.6106
-0.9865
-0.7776
-0.3477
0.5317
0.0909
0.2114
-0.2152
-0.7174
1.4128
-0.1243
-0.2999
-0.467
0.3675
0.4889
-0.2368
0.3547
0.3124
-0.9568
-0.6491
0.1904
-0.7822
0.1323
0.236
1.8173
0.1222
-0.358
0.1474
1.0598
-1.0258
0.7064
-0.2691
-0.5555
0.2812
0.7877
-0.6194
0.4409
-0.391
-1.2435
-0.0001
-0.8569
1.2295
-0.1447
1.2382
-1.4446
0.1319
-0.3528
-1.331
-0.9391
0.2058
0.0708
1.6834
-0.2346
-0.4757
-1.0752
1.3036
-0.6331
-0.7483
-0.0623
0.2472
0.8627
-0.6985
0.6536
-0.8518
0.3809
0.4508
-0.7168
0.7392
-0.1103
0.2504
-0.3305
0.258
1.3155
0.1863
-0.0786
-0.1169
1.2467
0.2459
-1.4268
0.2306
0.4173
0.8407
-0.2937
-0.8061
0.6009
0.5589
-0.1857
0.1619
-0.0244
0.7817
-0.3216
-0.7668
-0.3255
-0.1905
-0.5016
0.139
-0.0789
0.0466
0.1034
1.3812
-0.3478
0.202
-0.3065
-0.7236
-1.1928
1.5708
-0.2173
-0.7784
-1.0768
-0.3409
0.9966
1.212
-0.2912
0.1281
0.4402
-0.5792
-0.7576
-0.5468
0.2509
-0.412
0.21
1.5761
0.3235
-0.4579
-0.3813
1.0671
-0.5649
0.0671
49.233333
1
152
63.77
MASTECTOMY
Breast Cancer
Breast Invasive Ductal Carcinoma
High
0
Her2
1
Negative
Negative
3
GAIN
Positive
Ductal/NST
0
Post
4ER-
Right
0
4.024
IDC
Negative
0
HER2+
12
1
Living
-0.0752
0.2997
-0.1464
-0.8249
-0.549
-0.9148
1.1867
0.4337
0.757
-1.5623
-0.4211
-0.4719
1.0813
0.877
1.0059
-0.3893
2.715
0.328
-0.4678
0.1899
-0.9403
0.3561
1.0252
0.3026
1.5144
0.605
0.0688
0.0133
-0.2412
-0.0165
0.9828
1.0022
-0.3218
0.6437
0.1853
-0.3248
0.7511
0.046
-0.7681
1.1424
-0.7165
0.7695
-0.3916
0.0941
-1.3684
0.0433
1.4708
-0.0037
-1.0555
0.0551
-0.2029
-0.7521
-0.09
-1.8459
-0.8912
-0.7701
1.1421
0.8331
0.6408
-1.1711
1.2691
0.1322
0.7214
-0.1635
-0.0197
1.0104
-0.3304
2.2312
-0.8943
0.7001
-2.4338
1.0823
0.0926
0.6835
-1.7606
-0.3386
-0.2201
-0.789
-0.2311
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0.3336
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0.0359
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1.0079
0.8488
-1.2234
1.4088
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0.1627
0.5425
1.51
0.901
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1.1508
0.9257
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0.6605
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1.3369
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0.905
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1.57
2.4264
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0.3279
0.6068
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1.1383
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2.5234
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4.1467
0.5006
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1.9129
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0.0916
0.2307
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0.0412
2.2174
0.9112
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0.4675
1.5118
2.5669
-0.3392
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-1.6202
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1.2742
0.3021
0.1451
-0.6871
1.694
-0.993
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1.8281
2.4033
0.471
-1.1013
0.7379
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1.2942
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1.6239
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1.3364
-0.1983
-0.2223
0.5708
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-0.6971
0.7276
0.4009
0.3874
1.1979
-0.4802
0.9362
1.9135
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0.5463
2.0968
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1.028
0.2955
1.3151
0.7565
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0.6997
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0.5652
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0.7023
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2.1888
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1.5327
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0.4942
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0.1657
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1.3339
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1.5707
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0.188
1.5248
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0.5626
1.9409
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0.6841
0.319
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0.0852
0.6661
0.3303
0.0799
-0.5369
0.3197
0.0029
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1.9342
2.5288
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0.6625
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1.4431
0.232
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-1.3598
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-0.1035
0.0397
0.3502
0.6793
-1.332
0.1605
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-0.7142
-0.9796
-0.5943
0.8977
-0.4697
-0.4624
1.4339
0.4811
0.4967
1.835
1.9911
-0.1841
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0.0912
0.0489
0.1142
0.8488
0.0273
0.2887
-0.6654
1.0508
0.9257
-0.149
-0.1272
-0.5623
-0.9513
-0.3692
0.4995
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0.4164
0.8516
-0.0401
0.0729
-1.3955
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0.6696
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0.134
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0.5963
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1.6636
0.8131
0.2284
0.4242
0.4481
-0.0839
0.8124
-0.4118
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-0.6886
0.5494
-0.9114
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-1.5095
0.6458
-0.0996
-1.2253
0.5515
0.288
1.1631
1.6309
-0.3861
-0.5171
-0.4881
0.7479
0.3843
2.8824
0.3888
0.7454
-0.2226
-0.544
-0.2262
0.8064
0.7822
0.7103
-1.3275
-0.6698
1.6685
-0.6382
0.879
-0.268
-1.4544
1.4425
0.1269
0.8162
0.2221
0.3252
-0.4393
0.532
0.0556
-0.1953
-0.9637
1.0128
-0.3161
-0.1396
-1.1321
-0.7515
0.2312
-1.5536
10.3735
0.9964
-0.197
0.2997
1.9316
0.3725
0.109
-0.4505
-0.005
0.0949
-2.279
2.5299
0.3586
0.3547
3.0798
0.0646
-0.7473
1.0012
0.4487
-0.2818
-1.1441
-0.1355
-0.1109
0.2674
0.1726
-0.3097
0.5968
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1.116
0.1833
0.4329
0.4336
3.1341
0.5441
0.8155
-0.1541
0.3129
-1.8528
-1.1334
-0.3245
0.482
2.8836
63.033333
0
154
62.46
MASTECTOMY
Breast Cancer
Breast Invasive Ductal Carcinoma
Moderate
0
LumA
1
Positve
Positive
2
NEUTRAL
Negative
Ductal/NST
1
Post
4ER+
Right
0
3.024
IDC
Negative
0
ER+/HER2- Low Prolif
12
1
Living
-0.9052
0.7182
-1.2223
1.5309
-0.4184
0.9255
1.0129
-1.3047
0.3649
-0.7274
0.0877
-1.741
-0.0747
-0.6886
0.3952
-0.1001
-0.2103
-0.3651
-0.5455
2.3604
0.9285
-0.9881
1.2283
-0.1096
-0.8907
-1.8177
-0.4227
-2.7268
-0.8172
0.2516
0.1163
-0.1752
1.1799
0.779
1.1092
0.2382
1.4409
1.5762
0.2575
-2.0408
-0.1878
0.4811
-0.8348
-0.7494
-1.0993
-0.6376
-0.9953
0.6078
-0.5028
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-0.2475
0.2599
0.4535
-0.0143
-0.5152
0.8791
2.2143
0.8728
-0.5153
1.6997
-1.5115
0.2421
-0.3858
-0.3111
0.5674
-0.2389
0.0194
-1.2765
-0.8439
-0.2623
0.4987
-0.6979
-0.8076
-0.8859
1.2351
-0.6723
1.3807
-0.9305
1.8459
0.9857
0.5682
0.1302
-0.3858
-0.197
-0.8319
-0.3153
-0.0003
-0.3825
0.1894
0.4027
2.2692
-0.1312
-0.6903
-0.8718
-0.2309
0.7034
0.0025
-0.013
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1.132
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0.4287
2.4789
0.3383
1.1273
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0.4668
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1.8438
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1.5786
0.3544
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1.2663
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1.1536
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0.8111
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1.3398
0.0557
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0.1179
0.2047
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0.7162
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0.0074
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0.7561
0.4235
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0.7918
0.6933
-0.2399
0.5087
-1.0363
0.5159
-0.6407
-0.2329
0.4203
-1.1291
0.4658
-0.9674
-0.7863
1.1064
0.6543
-0.1065
-0.861
-0.8352
0.5449
0.8146
-1.2915
0.3924
-0.1512
-0.0981
0.0207
-1.1029
-0.2536
0.4451
0.1221
-0.6351
-0.8435
-0.2861
0.574
-0.8398
0.2488
0.6986
-1.018
-0.4613
0.8862
-1.0303
0.3341
0.2262
-0.4167
-1.3671
-0.4818
0.8675
0.0306
0.1226
0.4323
0.3618
-0.5428
0.0238
-1.1309
-0.0121
0.3049
-1.0607
-0.4508
0.9147
-0.7743
-0.7141
-0.1244
1.2257
0.0563
-0.0282
-1.0824
-0.8643
0.1332
-1.0516
-0.4272
0.0826
-1.6235
0.6069
0.5431
0.5198
-0.4654
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0.8458
0.3876
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-0.1718
-0.8986
-0.9589
-0.3049
0.1623
0.3934
0.3683
0.1105
0.2705
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-0.7122
-0.2574
-1.1235
0.8629
-0.3718
-0.463
0.8921
-0.5988
0.0301
1.3579
-0.0544
0.0337
1.2653
0.2395
-1.8622
-0.8734
1.5846
0.3302
0.6767
0.1732
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1.3175
0.2526
0.1074
0.5479
1.1472
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0.2389
1.159
-0.7439
0.4713
-0.9839
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0.9658
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0.2829
0.4035
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1.2057
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0.2345
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1.2221
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1.5561
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0.1633
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0.5572
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0.0148
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0.6149
0.7949
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0.5409
0.5378
2.5601
0.8599
0.2873
-0.2261
-0.533
0.4626
0.9944
-0.463
0.5635
-0.5386
-0.1868
-1.8522
0.9727
0.0029
0.4203
0.0284
-0.4427
0.8362
-0.7715
0.43
-0.5771
1.5372
0.0954
0.9275
-1.2979
0.4058
1.0274
0.5505
-0.9906
-0.9282
1.3854
0.168
-0.2001
0.1966
0.4078
-1.1032
-0.1382
-0.8684
-0.187
-0.4395
-0.3274
0.1623
0.7261
-0.7293
-0.1351
0.6941
0.2415
-0.5757
-0.1493
1.7056
0.9191
-1.8402
0.4648
-0.0577
-0.2161
0.2722
-1.6781
-0.1965
-0.2273
0.705
0.2724
0.3765
0.256
0.2188
1.2129
-1.0446
-0.0737
-1.1489
-0.7564
-0.2672
0.5984
1.5896
0.0526
-0.1132
2.9501
-0.5352
-1.3941
0.0163
-0.303
-0.5742
-0.9975
0.398
0.4753
0.4651
1.6434
0.7489
0.0721
-0.4397
-0.0276
0.2195
-0.2878
-0.3624
0.92
1.1669
0.1701
0.9451
0.6326
-2.0888
0.3132
0.3747
0.5776
1.0206
-0.0271
-0.0373
0.8407
0.7919
-0.0689
-0.0718
0.4559
-0.8955
0.2103
-0.355
-0.0258
0.319
0.8408
-0.5924
-1.0709
-0.2328
1.2257
0.6074
0.1283
-0.2248
0.896
-0.5864
-0.3711
0.2136
1.1187
-0.3551
0.2279
0.2074
0.0972
-0.8079
-0.0188
-0.015
0.319
-0.8134
-0.4081
-0.3572
1.0317
1.4518
0.5302
0.8997
0.7643
-1.4602
0.2579
0.5379
1.7097
-0.3887
-1.4862
-1.042
0.9714
-0.1101
-0.7695
0.2871
3.0522
-0.5863
0.7788
114.766667
0
155
62.72
BREAST CONSERVING
Breast Cancer
Breast Invasive Ductal Carcinoma
Moderate
0
claudin-low
1
Positve
Positive
1
NEUTRAL
Negative
Ductal/NST
1
Post
4ER+
Left
0
2.018
IDC
Negative
1
ER+/HER2- Low Prolif
9
1
Living
-1.8
0.5895
-0.0033
0.6001
0.2623
0.8882
-0.3775
-0.8572
0.5701
-0.2086
-1.7916
-0.411
0.0131
-1.6614
-1.0783
-0.7448
-0.4543
-0.9865
-0.2703
0.3038
-0.3634
-0.2325
0.8604
-0.264
-2.1237
-1.9839
-1.1365
-0.8643
-1.071
-0.9799
-0.6645
0.4276
2.2205
0.5326
0.9488
1.1571
0.13
0.2233
-0.2189
-1.4547
-0.8471
0.8958
-0.6546
2.7044
-0.3329
-1.575
-0.8388
0.7499
0.9019
-0.3295
-0.2961
1.0727
1.5546
1.8046
-0.4622
-0.326
0.0245
-0.0232
-0.2484
0.5463
-0.7247
-0.2819
-0.613
-1.849
0.4686
1.182
-0.3715
0.9401
0.8495
-0.3616
0.5677
-0.5137
1.3282
-0.2989
-0.4866
-1.0672
0.271
-0.792
0.4141
0.2563
0.295
-0.3722
-0.0588
-0.25
0.0505
0.2406
-1.1752
0.7456
-0.3592
0.3156
0.8889
0.2179
-0.6362
0.9158
1.5349
-0.7592
-0.5854
-1.2296
-0.3745
0.2472
-0.2165
-0.2444
0.6032
0.2097
0.2576
0.2507
0.0033
-0.6188
0.5043
-0.4425
1.5681
0.3273
0.6952
1.2811
-0.3303
-0.9371
-1.5988
-0.5163
0.4118
-0.7595
-1.534
0.2159
0.5141
0.1581
-0.9482
-0.3462
1.7965
-0.0174
0.1836
-0.0166
1.4873
-0.5586
0.7319
-0.7303
0.7007
-0.8551
1.8318
-0.2239
-1.1226
-0.3349
-0.6883
0.3085
-1.3972
1.1341
1.4092
1.4606
1.0599
2.3264
1.5726
1.1786
-0.0542
-0.0256
0.5537
-0.5313
-0.5016
0.5625
-0.2671
-0.659
-0.1565
0.7405
-0.6685
0.9464
-0.5115
2.6824
0.0026
1.8402
0.447
0.4539
-0.1085
-1.0476
0.1531
-0.0144
-1.9472
1.1813
-0.5965
0.2837
-0.8567
-0.9295
0.6689
0.8374
0.6475
2.5623
0.699
-0.4685
0.3855
-0.5668
0.5488
-0.1295
0.6222
-0.3143
1.0156
0.5586
0.2156
0.013
0.0388
-1.4191
0.4634
0.4195
-0.2656
0.8999
-2.6649
0.1235
-0.0655
-1.298
-0.5825
-0.5516
-1.2457
0.066
-0.3401
-0.2938
-0.8027
-0.8759
0.5864
-0.0478
1.7443
0.7153
0.1198
-0.2239
0.011
0.4823
2.1826
2.2185
2.1798
-0.8142
0.55
-0.3493
0.5613
-0.0042
0.4138
-1.1449
-0.4382
0.832
1.5092
-0.8698
0.0831
-0.6808
0.9326
-1.0722
1.9518
-0.7911
-1.561
-1.6198
0.7627
0.8123
0.0491
-1.0458
0.1396
-0.2291
0.9015
-0.3061
-0.9505
-0.8615
-0.9125
-1.0242
0.2272
0.8127
0.4275
-0.8618
0.8978
0.4518
0.5166
1.2428
-0.3256
-1.8169
-0.7752
0.5245
1.6526
0.2246
2.0348
1.2135
-0.1938
-1.0886
-0.5824
1.7771
-0.3865
-0.4687
-0.8465
0.5527
-1.4613
0.5199
-0.0717
-0.8864
-1.051
0.6334
-0.062
0.635
0.9925
0.2216
0.0725
-0.07
3.164
0.4151
-1.2283
0.0417
0.36
0.9048
-0.1213
-0.4038
0.9701
-0.0701
-0.2356
-0.1608
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0.7833
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1.0857
0.0351
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2.1939
2.7176
-1.122
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0.0623
1.3097
0.8182
0.6828
0.8092
0.1792
-0.649
1.5095
-0.3925
0.513
-0.1927
-0.0804
0.565
0.0732
-0.5621
-0.9138
-0.5267
-0.6237
1.1245
-0.69
1.123
-0.0086
-1.6191
-0.7173
0.8403
-0.1345
-0.2979
-1.4274
1.0963
-0.5541
-1.2126
0.4704
0.4471
1.1908
1.8109
-0.1379
-0.9153
0.3581
-1.1439
0.0905
-0.6333
-0.9733
0.461
1.6838
-0.3921
2.1463
-0.3371
-0.3874
-0.7474
0.5416
-0.6333
0.0053
-0.8552
-0.399
-0.6772
0.1263
0.3051
-0.0168
0.3124
-0.5862
0.4442
0.0011
0.2918
1.5545
2.1534
-0.2641
0.4258
1.0676
1.7281
1.4457
-0.3259
-0.3763
0.1764
-1.2115
0.2665
-0.336
-2.1654
-0.0483
-1.2572
1.6253
0.0306
1.3629
0.2184
-0.5128
0.1617
-0.5446
-0.3278
1.1472
0.1255
-1.1407
0.9507
0.0028
0.3376
1.4157
1.1195
-0.3867
-1.1453
1.0044
0.2346
0.5445
-0.0398
2.0107
1.689
-0.1567
0.0177
-1.2476
-0.5669
0.5
0.7347
-0.273
-0.9775
0.8477
-0.9633
-0.0684
0.1368
0.8487
-2.1252
1.9048
1.2874
1.7152
-0.0571
-0.1383
1.057
-0.7012
1.7336
-0.0738
2.7607
0.5649
0.9682
-0.7093
-0.2936
1.9884
1.3343
0.3399
0.0011
-1.7811
-0.6605
-0.658
1.5635
0.2069
2.2025
0.9725
-0.0337
-0.2866
-0.3232
0.2159
-0.9227
-0.0191
0.1577
1.0694
-0.8646
1.2988
-0.1145
-0.4124
0.1134
-0.6936
-1.1148
1.6655
-0.2705
3.0741
0.2253
0.4449
0.1293
0.0528
0.1677
1.7698
-0.7304
-1.2442
-0.1396
-0.369
0.3204
-0.3835
0.1554
-0.4558
-1.1311
-0.6807
59.8
0
157
71.5
BREAST CONSERVING
Breast Cancer
Breast Invasive Ductal Carcinoma
Moderate
0
claudin-low
1
Negative
Negative
3
NEUTRAL
Negative
Ductal/NST
0
Post
4ER-
Left
0
4.06
IDC
Negative
1
ER-/HER2-
30
2
Living
0.2368
1.2983
-0.997
0.3359
0.0803
-1.2494
-0.4317
0.7151
-1.0756
-1.7748
-0.7693
-0.0887
-1.0085
-0.6977
-0.1919
-0.7615
-0.1482
0.3421
-0.3954
3.2696
0.364
0.0232
-0.8675
0.8915
-0.088
0.5932
1.6783
0.1835
0.4847
0.1169
0.497
1.7025
1.0703
0.8818
-0.3029
0.5517
3.061
-0.3802
-0.1469
0.4782
2.0596
0.691
0.2732
-1.5266
0.432
0.3943
0.1134
-0.2977
0.9649
1.5395
1.5636
1.6812
1.6364
-0.8924
0.4235
-0.3904
-0.465
0.1872
-0.0515
-1.3903
-0.7802
-1.0608
-1.4046
-0.4246
-0.0091
0.3783
1.3038
0.0171
-1.3281
1.191
-0.4724
1.1379
0.8906
0.1896
-1.4088
-0.5585
-0.2727
0.0055
1.212
-1.6684
1.6637
1.6319
0.7663
-0.6696
-1.4724
-0.5066
-0.9013
0.0712
-0.2983
1.399
-0.0388
0.4593
2.6162
-0.3966
0.9655
0.5352
-0.5253
0.223
1.5683
-0.5031
-0.6313
-0.4216
0.3645
1.1676
1.0659
1.8666
0.4605
0.198
0.2406
-2.1381
-0.467
0.7391
0.0368
0.807
-0.4222
1.0605
1.0981
-0.3335
1.2752
1.1314
0.0708
-0.2746
-0.9697
0.3291
-0.4557
-1.0383
1.5323
1.5393
-0.343
0.2494
0.3736
0.1723
0.5255
-0.566
0.0781
0.3436
0.285
0.3864
-0.0741
0.6659
-0.7704
-1.0246
0.8438
1.6727
1.3323
0.5363
0.2619
-0.7651
1.3069
-0.3049
-0.1723
-0.639
0.2063
0.079
-0.0676
1.2539
-0.5791
-1.9416
1.8647
0.2018
0.4042
0.0547
1.867
1.4465
1.4286
0.8089
-0.7849
0.9358
1.2401
0.7523
0.1851
1.1201
-0.225
-0.017
-0.8034
-0.7135
0.3117
-2.5456
0.6272
-0.526
-1.188
1.3317
-0.0121
-0.6655
0.2025
-0.3223
0.3781
-0.8769
-0.5259
-0.8087
1.0898
-0.5124
0.9266
0.5544
1.4408
0.1443
-0.8188
-0.1394
-0.2305
0.0869
-0.3181
0.598
2.502
0.0848
2.3858
-0.6176
0.6635
0.2946
1.2011
0.9171
-0.5927
0.1495
0.674
0.7871
0.5204
0.5863
-0.4733
-0.5925
-0.4483
0.3975
-1.6321
0.1143
1.033
1.9847
1.6611
-0.6429
1.0136
1.0627
0.6308
0.2491
1.4457
0.6448
1.1499
-0.1376
-0.2966
-0.0536
-0.7931
-1.0819
1.3732
-0.8313
-3.0442
0.147
-0.1179
0.2628
1.0557
-1.8163
-1.3436
-0.2634
-0.0585
-0.4837
0.0076
-0.1238
-0.4274
-0.3983
0.0655
-0.9599
-0.137
-0.5857
0.8501
0.7186
-0.2355
0.3356
0.7597
0.5623
1.5649
-0.5853
-0.3576
1.1876
1.1048
-0.7414
-0.3677
-1.5701
2.4334
0.5228
-0.5398
0.7773
-1.3292
-2.16
-1.4059
0.1267
-1.7018
0.0819
-1.305
0.8129
-0.7374
0.7683
2.0191
2.2148
-0.2977
-0.9284
-0.0462
0.5245
-0.5699
1.3651
-0.1517
-0.7973
-0.217
1.0704
0.874
1.6313
2.1859
-0.1798
-1.2797
1.2932
1.679
0.5664
0.8639
0.1727
1.3635
0.8893
0.2544
0.0546
-0.3204
0.0277
-0.6211
1.5824
0.7134
-1.05
-0.7824
-1.4008
-0.0584
1.0624
0.6441
-1.002
-0.1967
-0.2081
-0.6557
0.6422
-1.0543
1.0765
-0.4331
1.4058
-0.5264
0.4253
-0.5162
-1.9074
-0.3795
0.6393
-0.88
-2.6859
-1.3063
1.5311
0.411
0.2754
-0.2571
-0.3045
2.825
0.8712
-0.0722
-1.9828
-0.4608
-0.4095
-1.1591
-0.5109
-0.4411
-0.4589
0.406
0.1147
-0.5089
1.8028
0.5478
-1.1071
-0.1915
0.177
-0.3943
1.064
0.8038
-0.2242
0.0881
0.5208
0.8872
1.1311
-1.0686
0.0778
1.1369
-0.802
-0.552
-0.1477
0.3306
-0.6488
2.1101
-0.1544
0.1827
-1.7075
-0.1038
-0.086
1.4665
-0.1463
0.4516
-0.8136
0.1687
-1.0145
0.6017
0.7545
0.4005
-1.166
-1.1844
5.1061
-0.7612
-0.0241
-0.3555
-0.7878
-0.6922
0.7787
0.2991
-0.0573
0.352
-1.1432
0.3868
-1.5614
-0.5455
-1.3449
0.7721
-1.493
2.3989
-0.1952
-0.7507
1.0041
-0.5544
0.0858
0.0799
-0.2357
1.5742
-1.2433
1.8402
0.0085
-0.4848
0.0572
0.7927
-0.5216
1.6472
1.5751
1.6812
-1.0049
-1.7332
-0.0399
0.3462
0.7738
-1.1712
0.3719
0.0069
0.0309
1.7751
-0.7968
-0.8695
-0.195
1.3508
0.0831
-0.3529
-0.0577
-0.4482
0.34
0.2751
0.9023
0.5437
0.616
-0.4311
-1.2091
1.1797
-0.6165
-0.6371
-0.3948
0.5916
0.0483
2.0943
0.4549
-0.0646
-1.3228
-2.0553
0.4005
0.9598
-0.5531
-0.6811
-1.0009
-0.1382
0.2156
0.4456
0.2158
0.2771
1.0954
-0.4352
-1.063
-0.4322
0.0323
-0.7111
-0.7011
-0.5796
-0.3801
-0.3414
114.766667
0
162
57.56
BREAST CONSERVING
Breast Cancer
Breast Mixed Ductal and Lobular Carcinoma
High
0
LumA
1
Positve
Positive
2
NEUTRAL
Negative
Mixed
1
Post
7
Left
1
4.028
MDLC
Positive
1
ER+/HER2- Low Prolif
14
2
Living
-0.4923
0.38
0.1582
1.1126
-0.4278
1.1159
0.2589
-1.19
0.2237
0.4743
0.1046
-0.9175
1.5202
0.6219
-0.4297
0.221
0.6689
-0.1579
-0.1327
-0.2208
-0.3394
-1.4569
-0.3224
-0.4614
-0.0072
-0.4358
-0.7611
-0.3664
-0.8886
0.7894
0.0057
-0.7068
0.0953
0.1519
0.1364
-0.443
1.155
1.4768
0.1429
-0.8569
-0.9858
-1.2976
-0.7349
-0.0677
-0.6247
0.3817
0.0725
0.7897
0.2616
-0.5689
-0.8984
1.0142
0.9172
-0.4846
-0.1764
-0.2558
0.9219
0.3493
0.3834
1.4703
-0.4125
1.0328
0.5277
0.9679
0.0045
-0.4768
-0.0921
0.8238
-0.4857
-0.631
0.1022
-0.3178
0.4229
-0.579
-0.0694
0.4745
0.2283
-0.6279
-0.3607
-0.4977
-0.1168
-0.9025
-0.1371
0.4891
-0.2238
-0.3163
0.4579
0.3462
-0.6831
-0.7787
0.401
-0.923
0.1309
0.2836
0.5848
0.1612
-0.1566
0.2581
-0.9322
-0.4711
-0.0821
1.4584
0.0538
0.0792
0.6141
-0.0743
-0.7015
-0.6916
0.9949
-0.0338
-0.0847
0.1657
0.3719
-0.7462
0.0165
0.0471
-0.2009
0.0931
-1.9684
0.3119
-0.6235
0.6092
0.6752
0.2911
-0.4977
0.6435
-0.5397
2.256
-0.6026
-0.105
-0.1656
-0.184
-1.0315
1.5753
0.9371
-0.2033
1.4177
0.3543
0.875
1.4532
0.6197
-0.2387
-0.3623
1.2963
1.1247
-0.9484
0.1364
0.0989
0.2755
0.846
-0.2013
0.353
-0.8328
-0.0024
-0.7976
-0.5608
0.1366
1.1727
-0.4244
0.9574
-0.1226
-0.2974
-0.5061
-0.1543
-0.307
-0.2192
0.3539
-0.529
-1.0199
-0.8591
-0.917
0.4093
0.507
0.67
0.8132
0.2484
2.0677
-0.556
0.3984
0.0061
-0.3327
-0.7516
0.9481
-0.2308
-0.4819
-1.0255
-1.2106
-0.4884
-0.088
1.6292
-0.2722
-0.0205
0.0695
-0.8445
0.2474
0.0396
0.5499
-1.1466
-0.8308
0.3725
1.7848
-0.2239
-0.3681
0.1796
-0.3817
0.6248
0.3593
-0.6972
0.4691
-0.52
-0.176
0.3755
0.2271
0.0649
-0.4169
0.9792
-2.6066
-0.2491
1.7112
-1.0849
0.6152
0.3002
-0.5132
-0.205
-0.5624
0.0851
0.3816
0.0731
-0.9327
-0.2612
-0.3386
0.5124
-0.146
0.6586
-0.035
0.2626
1.2308
0.1491
-0.4121
-1.1262
0.2
-0.134
0.6757
0.0528
0.1708
1.1144
0.8388
0.0525
0.2439
0.0324
-0.0006
0.1456
-0.0979
0.9624
0.8385
0.1057
0.6244
0.2133
0.2273
0.1062
-0.216
-0.7369
-0.2532
-0.6224
0.2417
0.0052
0.543
-0.0014
0.3941
0.6756
1.2075
0.2713
-0.552
0.2071
-0.41
-0.7121
1.009
0.6769
-1.3837
-0.4214
0.9426
-0.5051
0.4501
-0.9366
-0.6983
-0.8287
-0.3833
-0.4977
0.9011
0.7466
-0.6204
-1.2176
-1.4676
-1.2026
0.4934
-0.6954
0.0656
1.0867
-0.3302
-0.0921
-0.3824
-0.6207
1.3763
0.9143
-2.2286
0.1174
-0.1223
0.3337
-1.2223
-0.3491
0.6921
-0.3232
-0.3701
-0.0237
1.3312
-0.0211
-0.8653
-0.3792
0.6147
1.2093
0.2665
-0.3506
0.1555
-0.3306
0.0205
-0.7933
0.025
-0.332
1.1654
-0.6547
-1.4277
1.2602
-0.2887
0.4028
-0.7057
0.0821
-0.1125
0.4769
-0.507
0.6494
-0.1637
-0.1266
0.1908
-0.4065
0.4484
0.3043
-0.1611
0.3288
-0.4494
0.2104
-1.7027
0.8692
-0.0389
-0.6525
1.7007
0.2166
-0.2341
-0.4334
0.5484
-0.1644
-0.2007
-0.2866
0.2902
-0.0675
-0.4559
0.4345
-0.5184
-0.5154
-0.1185
1.5665
0.6291
-0.4431
-1.2701
0.6999
0.6624
1.2341
-0.4166
0.1723
-0.9094
-1.2129
0.0509
-0.2687
0.4228
0.7186
0.7064
0.0296
-1.0205
-0.3648
-0.3815
0.9667
-0.2962
-0.5109
-1.0767
0.2374
-0.3462
0.5095
0.312
-0.1767
0.0967
-0.2712
0.8794
-0.1901
1.0034
-0.0395
0.5028
-0.5313
-0.8424
0.3151
-0.0825
-0.9047
-0.1165
0.4397
0.0334
0.0384
0.4207
0.3867
1.262
0.2539
-0.1154
-0.6373
0.1832
0.6694
-0.1963
0.0691
0.4268
-0.3154
-0.3848
1.4303
0.466
-0.2829
-0.5996
-0.274
-0.4903
-0.4392
0.4086
0.0447
-0.7566
-0.6618
0.588
-0.2461
0.7033
-0.2768
0.6037
0.4995
0.7794
-0.6915
0.4413
-0.5526
-0.4818
1.4039
-1.2851
-0.128
-0.744
-0.1678
-0.1009
-0.3939
0.406
-0.2341
0.1648
1.3306
1.1135
-0.9684
-1.0241
-0.1643
-0.4854
0.0031
0.3932
1.1345
0.5521
0.4413
-0.2561
0.1011
-0.603
0.3572
-0.3293
-0.495
0.3894
-0.8227
-0.0464
-0.8409
-0.6251
-0.1061
0.5178
-0.1304
0.357
0.3932
-0.6073
0.1668
-0.5957
55.766667
0
163
84.73
BREAST CONSERVING
Breast Cancer
Breast Invasive Ductal Carcinoma
High
0
Basal
1
Negative
Negative
3
NEUTRAL
Negative
Ductal/NST
0
Post
10
null
1
5.054
IDC
Negative
0
null
27
null
Died of Other Causes
-1.4376
-0.5518
1.4721
-2.1597
-2.0791
-0.0595
-0.0898
2.4835
0.543
-0.2258
1.3485
0.7443
1.5974
0.4335
-0.2885
0.8235
0.4445
0.7948
0.2197
-0.2127
0.6741
2.1607
0.2119
1.2852
0.5638
0.5773
-0.1546
0.0354
1.4935
0.1886
0.2613
1.6672
-1.4424
-0.6501
-1.106
0.6215
-0.2422
-0.3422
-0.1862
-0.8031
1.2403
-0.5247
1.6271
1.4882
0.0547
1.5774
2.4302
0.1049
-1.4796
0.0597
-0.4256
0.9765
-0.7573
-1.1248
0.7064
-2.2098
-0.6523
2.4728
-0.1717
0.6001
-0.4908
1.0719
-1.6827
1.3359
-3.0704
-0.8186
2.1043
-0.411
-0.7478
-0.4808
-1.0517
0.0869
0.4159
-0.9561
0.0043
1.0193
-0.5135
0.5527
0.1926
0.0727
-1.0514
0.381
-0.0789
-1.9324
-0.7391
2.9077
-1.1041
-1.6016
-0.3907
2.1703
0.4452
-0.98
0.207
-0.2238
1.5754
1.5754
-0.5522
0.2305
-0.7776
-2.0233
1.4032
0.7708
-0.2762
-0.1023
-0.6158
-0.1661
-0.5717
1.4875
1.1436
-1.0125
-1.6747
2.5022
-0.1785
-0.8152
0.0145
-0.8822
0.8493
-2.0299
-0.1634
0.061
0.7802
-1.0835
-1.4257
-0.7879
-0.0481
-1.907
4.1774
0.3619
0.0514
-1.1729
-0.773
2.9011
0.8723
-0.8405
-0.3434
-0.6944
-1.0451
0.0215
-1.6
-1.0371
-0.0135
1.0097
1.7204
-0.2894
-0.7549
-0.7497
-0.4081
1.9169
-1.3672
-0.4849
0.2276
1.2031
1.5678
-0.5048
-0.6951
-0.7387
-1.2461
-1.0983
0.6502
-0.3604
3.099
0.441
1.8814
0.1937
-0.1449
0.7374
0.1516
-0.5193
0.8617
-1.2036
-0.0959
-0.3843
-1.4567
-0.979
-0.12
-0.8475
0.422
-0.5507
-0.7023
0.0363
0.5408
-0.5296
0.8896
0.7477
1.2577
0.6013
0.6425
-0.7279
0.1181
-2.0443
-0.2173
-2.439
0.5887
1.1408
0.6405
2.0706
-0.3862
4.2158
-1.4693
1.5824
0.5142
-1.1414
2.6735
0.5223
0.1041
-0.4613
0.7256
-0.6731
2.3817
1.7289
1.0781
0.8847
1.1332
-0.1682
0.4363
-0.4114
-0.9793
-0.081
-1.1461
-0.1024
-0.1596
0.0599
2.2952
1.0904
0.0617
-3.2818
-0.991
-1.0916
1.4589
-0.2415
2.6507
-0.23
-0.5526
-0.5687
-0.9301
-0.4455
-1.0486
-1.4533
2.6536
1.1856
-1.4423
0.7387
1.7102
-0.2233
1.1953
0.7565
-0.3522
-0.2516
-1.8813
-1.1209
-0.4512
0.0901
-0.3136
-1.6568
-0.9774
-0.6145
1.2165
-0.4835
3.8021
0.8664
0.2293
1.9273
0.1396
1.1986
-0.5829
0.7968
-1.5791
-1.0814
0.5357
-0.5395
-2.0564
-1.6419
1.2049
-0.2515
-1.2264
-0.3916
1.3297
-0.1699
-0.8227
0.753
-2.206
-0.8379
0.249
1.6944
0.7013
-0.6612
0.5257
1.4956
-0.7
-1.4154
-1.5922
-0.2837
-0.5462
0.11
-0.2113
-0.8147
1.2078
0.3541
0.932
0.1967
4.7263
0.2402
-1.2725
-1.027
1.165
0.2339
0.0128
0.7097
-0.4566
-0.9547
-0.5253
-0.284
-0.8607
0.3427
-0.5286
0.1854
0.5029
1.4911
-1.0207
-1.6924
-1.0996
2.2964
-0.6923
-0.9938
0.2872
-1.7039
0.0908
0.7646
-2.3608
0.2563
-0.1198
-0.4176
1.014
-0.2495
0.5632
0.2151
-1.1294
0.2042
1.7646
0.5703
-0.2074
0.6169
0.5619
1.6859
-0.9009
-0.981
2.0068
-0.12
-0.7003
-0.7001
-0.1108
0.8022
-1.6884
-0.8567
-1.3585
-0.3094
-1.6904
0.1311
-0.869
1.1884
1.0938
-0.8904
-0.8624
-0.1586
-0.6002
0.9029
-1.8367
-0.4419
-0.129
-0.3858
0.7507
-1.2647
-0.9418
-1.298
1.8614
-1.394
-1.0146
-0.2738
1.9079
-0.3145
0.1735
-0.4983
0.0528
-0.9577
-0.6137
-0.9178
-0.917
-0.6683
0.4483
-0.4064
0.7304
3.0405
0.6012
-0.2264
-1.6181
-0.374
-1.9323
0.4608
-0.6262
0.3199
1.4224
0.4187
1.0645
0.6113
-0.0347
1.101
-1.1965
1.2062
0.4845
1.9752
-1.3696
-0.4202
0.8603
-0.5917
-0.0272
-0.6038
-0.686
-1.0327
-1.1152
-0.761
2.8684
-0.0653
2.9963
0.319
-0.6498
0.1581
2.1479
-1.4045
-1.0168
-0.8033
-1.0661
-0.3494
-0.5108
0.227
-1.6968
-0.2645
-0.0545
-0.0185
-2.4283
-0.4862
-2.0756
-0.0659
0.3181
-1.3203
0.1491
-0.4679
0.7877
-1.0893
0.1935
-0.3637
0.4649
-0.3493
1.7892
-0.7332
0.1518
-0.5366
-0.585
-2.0568
0.9438
-0.7465
0.718
-0.4443
0.5952
-1.8671
-1.0817
1.1548
0.3514
-2.7061
0.1889
0.3875
-0.2979
1.2948
-0.7141
-0.6357
-0.3583
-0.7591
2.2327
-0.9763
-0.5979
0.8113
2.2926
-1.8013
-0.0345
-0.65
0.125
-0.4844
-0.9692
-0.4867
-0.5417
98.1
1
164
37.87
MASTECTOMY
Breast Cancer
Breast Invasive Ductal Carcinoma
High
1
claudin-low
1
Negative
Negative
3
NEUTRAL
Negative
Ductal/NST
0
Pre
10
Left
0
4.032
IDC
Negative
1
ER-/HER2-
16
2
Living
-0.3015
0.4932
0.0121
-0.3931
2.0717
-0.4563
0.4785
0.8601
-0.4044
-1.0375
-0.1837
-0.0563
-1.0551
0.3561
0.2955
0.5879
0.8182
0.0726
-1.7756
-0.2303
0.6066
1.3942
-0.7606
-0.2231
-0.7157
0.5782
2.5373
-0.0785
0.0443
-0.6223
-0.0366
1.784
-0.7133
2.6893
0.3001
0.9911
0.4478
-0.0692
-1.2037
1.2716
1.0413
1.5128
0.6076
-0.105
-0.2641
0.7945
1.24
0.018
0.276
0.627
0.4843
-0.3351
1.3957
-1.2562
0.1473
-0.5634
0.4628
1.1088
0.7724
-1.3817
0.4799
-0.0488
-0.9222
1.0954
0.4694
0.1334
2.1381
0.857
-0.8099
0.683
-1.1345
-0.0453
1.1948
0.0911
-1.9879
1.3498
-0.7107
-0.1073
0.2423
-0.1339
-0.9554
-0.9809
0.1869
-0.7291
-0.7121
2.3325
-0.9711
-0.3271
-1.0301
2.3102
-0.9424
-0.8734
0.8273
-1.5479
0.3466
0.776
-0.4818
-0.5142
1.0238
0.2214
1.0605
0.6582
-0.4489
0.0678
0.5402
-0.5562
-0.1091
4.0301
0.1057
-2.1828
-0.579
-0.5405
0.0571
0.0102
-0.6257
-0.3459
-0.0717
-0.4013
-0.2744
0.5717
0.6058
-1.2028
-0.8848
0.407
0.3546
-1.2476
0.9743
0.025
-1.0335
-0.3396
0.3855
-0.1208
0.4758
-0.8569
1.0736
-0.08
-0.8866
1.058
-0.062
1.0365
1.5742
0.2831
0.8141
4.6772
1.8356
2.6568
0.1103
-1.2699
0.3965
-0.6499
-0.4466
-0.0488
0.4565
0.2701
1.9817
0.3382
-1.2187
-1.1514
-0.9158
0.2669
0.8934
-0.2284
1.706
-0.4531
-0.2813
-1.4327
-0.797
-0.5545
-0.2401
1.4995
1.8612
1.2538
-1.0457
-0.7707
-1.0974
-0.0667
1.3028
-1.8548
1.7265
0.1557
-0.7633
0.9385
0.0556
0.0016
0.3949
1.0672
-0.1174
-0.2456
-1.7276
-1.5037
-0.138
-2.336
0.7088
0.6984
-0.1669
0.9936
-1.9111
0.2528
-0.2928
0.7974
-0.9384
0.0305
-1.2434
0.3018
1.0529
-0.6641
1.0102
1.9084
1.2523
2.318
4.5042
-0.3509
-0.1518
0.8788
-0.0084
2.3588
0.4116
0.5574
-0.459
0.3304
-0.2414
-0.5452
-1.1062
2.5879
2.072
0.1634
-0.3302
0.1116
-0.6932
0.8346
0.9317
0.2389
-0.4839
0.2564
-0.8231
0.8208
-1.5312
-0.3581
2.0984
-0.7759
0.0767
1.0248
-0.8714
1.9816
1.0634
-0.5545
-0.5845
0.019
1.2169
-1.1496
-1.367
-0.0704
0.0722
-0.3276
0.3062
-0.9656
0.25
-0.211
-0.4835
1.799
-0.6154
-0.406
0.7361
0.9728
0.0232
2.6585
-0.7026
-0.9726
0.4634
-1.6775
-2.0344
-1.6387
1.6606
-1.3558
1.4298
-0.0617
1.1476
-0.1774
1.4232
1.7443
-1.3874
0.3785
0.0678
1.824
-0.4215
-0.6022
1.0021
-0.9144
-0.6623
-1.362
-0.856
-1.3219
0.1543
5.6849
0.8281
-0.3869
-0.7331
-0.2323
-0.3101
0.9039
3.7761
0.1061
-1.6691
-0.1468
-0.8781
0.3199
-0.824
0.1711
-0.0299
-0.0411
0.9237
-0.7193
0.7811
-0.2348
-1.6902
0.3929
-0.8089
0.0212
-1.2345
-1.1052
0.832
-1.5795
-0.3667
-0.947
-0.7679
-1.1849
0.257
2.8225
-0.8663
-0.0678
-0.2901
0.939
4.889
-0.0758
-0.6243
-0.732
0.4946
0.9417
-0.6227
-0.5962
-0.1278
1.4021
0.9587
-0.0772
-0.7749
-1.2107
0.6637
1.3588
2.9923
0.9051
-1.4993
0.7913
-1.591
-0.2187
1.306
0.5184
0.2132
1.4492
-1.0995
1.8632
-0.2334
-0.7416
0.0281
0.8474
0.0279
-0.7617
2.441
-1.101
0.8467
2.5475
-1.7438
-0.4577
-0.5728
-1.3604
1.9334
-1.4224
-0.6212
-0.5926
1.3322
0.1391
4.7885
0.5911
0.6725
-0.5753
1.0607
-0.3535
-0.2927
-0.3028
1.3432
-0.9658
0.7124
1.3276
-0.5112
1.5429
-0.8937
1.3518
-0.2027
-0.5198
0.2526
0.0012
-1.4238
-0.1581
1.1283
0.2022
-1.3077
1.4125
0.9526
0.6802
0.9684
1.2176
-1.2173
-1.0533
-0.4977
-1.1751
-0.7595
-0.3495
-0.5318
0.3682
-0.3313
0.148
0.8088
0.601
0.5253
-1.3264
-0.5556
-0.6027
-0.5299
0.932
0.2845
0.0389
-0.8751
-2.2032
-1.19
0.0515
-1.7238
-0.4075
0.8525
-0.9304
-1.5048
0.1091
-0.2234
-0.1974
0.2317
-1.1131
0.3093
-0.5249
0.0089
-0.1785
-1.3507
-0.7207
-0.2457
0.986
1.4583
0.2779
-0.4483
-0.0423
-0.5978
-1.5418
0.9128
-1.3019
-2.2596
-1.3334
0.227
-1.147
1.0358
3.7832
0.5947
0.5152
-0.8131
0.924
-0.2018
-0.4254
-1.0479
-0.1482
-0.6917
0.4648
-0.0877
1.7691
0.3645
1.3326
-0.244
-0.7658
-0.1306
1.0091
-1.2956
0.6659
-0.6605
-0.223
-0.0102
10.833333
0
165
53.75
MASTECTOMY
Breast Cancer
Breast Invasive Ductal Carcinoma
Moderate
1
LumA
1
Positve
Positive
3
GAIN
Positive
Ductal/NST
1
Post
5
Left
22
6.104
IDC
Negative
1
HER2+
52
3
Died of Disease
-0.104
0.7562
-1.3993
0.3702
0.2649
0.1422
0.2526
0.1278
0.1678
-1.1275
0.4081
0.516
1.1739
0.5259
-0.2634
-0.6727
0.941
-0.8689
-0.9976
-0.061
-0.9419
0.1088
0.0093
-0.1413
1.0346
0.2931
-0.4095
-1.1479
-0.4036
-0.4335
0.0316
0.0512
0.3717
-0.6039
-0.2339
-0.4136
0.0894
-0.2189
-0.0222
0.2663
-0.1411
-0.5488
-0.1802
-0.2528
-0.6552
-1.1645
0.4758
0.0317
-0.3736
0.0131
-0.6258
0.0821
-0.131
-0.3767
-0.5009
-0.9705
0.7181
0.0722
0.5261
-0.422
-0.0977
-0.4048
1.9805
-0.4678
-1.2088
-0.0311
-0.3801
-0.5686
0.1571
-0.869
-0.3884
0.5777
0.7466
0.0872
-0.7013
0.995
0.583
-0.4119
-0.4293
-0.0891
-0.0147
-0.0016
-0.7494
-0.0754
-0.5032
-1.1622
-0.4087
0.5293
-0.013
-1.0441
1.0657
-0.3091
0.0723
-0.3294
-0.8676
0.313
-0.3402
-0.1879
-0.1048
-0.8532
3.5773
-0.1305
-0.2233
0.5671
0.165
0.0748
0.1607
1.9926
0.6487
-0.5472
-0.2969
0.6856
-1.2689
0.1736
2.1151
0.1608
0.554
0.4489
0.7788
0.5799
-0.209
0.2115
-1.0131
1.1596
0.2721
0.3697
-0.3441
-1.4623
0.5305
-0.8007
1.0008
-0.5403
-0.2513
-0.7987
-0.3271
-0.3646
1.5949
0.1994
0.5876
0.5022
2.0229
-0.5872
0.0214
-0.0762
0.6047
-0.4448
0.6655
-2.2461
0.4063
-0.2163
-0.1456
-0.386
-0.1325
0.3906
-0.2254
-1.2066
1.2161
-1.0709
-0.0983
0.9968
-0.3243
0.4993
-0.3464
0.9543
0.2318
0.4685
0.326
-0.415
3.1762
0.2595
-1.0348
-0.5331
0.4664
2.7944
-0.8232
-0.8261
0.1292
-1.208
0.1516
-0.0076
1.0281
-0.3104
0.5181
-1.0605
0.0788
-0.3746
1.2075
-0.0007
-0.3623
-0.1784
0.5333
0.3647
1.3319
0.0216
-0.0758
0.9289
-0.0017
-0.3655
0.8082
-0.5483
-0.1722
-0.7447
-0.5051
1.3622
-0.6823
1.5372
-0.0499
0.8887
-0.382
-0.7326
0.3326
-0.535
-0.5403
-0.3623
-0.3099
0.6404
0.4007
1.0454
-0.3264
-0.2273
1.4384
-0.6235
0.9826
0.7793
0.695
0.7482
1.2293
0.044
0.4654
-1.4756
-0.5325
1.5534
1.1291
0.2789
-0.5263
-0.2509
0.9176
-0.4338
1.0625
0.4325
0.14
0.6341
0.7107
-0.1442
-0.1786
1.2003
-0.6958
-0.7621
-0.194
-1.2437
0.7106
3.2401
0.1194
0.0858
0.3994
-0.49
-0.2007
0.5123
0.0567
0.4964
-0.2679
-0.5504
0.4789
-0.6409
1.8262
-0.3179
0.4841
-0.8036
0.8432
0.1527
0.5123
0.2165
-1.1087
-0.1431
0.4895
-0.3111
1.6766
0.7266
0.0614
0.5008
-0.316
-0.8097
-0.9503
0.3626
-0.0917
0.9958
1.1626
-0.4943
0.1816
-0.6806
1.6937
-1.0495
-0.1556
-0.9279
-0.2937
0.123
0.0244
-0.2321
-0.0688
0.1003
-0.0771
-0.8023
-0.5845
-0.0036
0.8746
1.0948
-0.2927
-0.8681
0.5812
1.3065
0.3682
-0.4708
0.731
-0.1154
0.4034
-0.061
1.0855
-0.0716
-2.0137
0.7998
0.7315
-1.1027
0.0407
0.041
-0.5265
-1.0788
0.1667
0.3865
0.3916
0.2364
-0.0206
0.4023
-0.4239
1.2724
0.051
0.3749
1.5626
-0.5798
-0.3557
-0.6103
0.993
-0.1402
-0.736
-0.0197
0.0981
-0.1882
-0.4577
-0.1902
0.2779
1.0298
0.0183
-0.8645
-0.51
-0.1726
0.0983
0.0403
0.2752
-0.9007
0.8922
-0.4491
0.1472
-0.4678
-0.0597
-0.2671
-0.0127
-2.4432
0.0641
-0.2162
-0.9703
-0.6661
0.5068
1.4694
1.2709
0.3981
-0.2822
0.6582
2.587
0.6667
-0.824
-0.6959
0.4618
-1.4292
0.7169
0.7868
-0.0547
-2.1262
-1.022
-0.207
-0.6626
-0.4924
-0.4943
-0.6684
0.1923
0.6645
-0.5767
-0.5076
0.3419
-0.1451
0.1679
0.4666
0.6542
0.2325
0.2768
0.3021
0.2639
1.9485
-0.7717
-0.9867
1.5262
-0.9034
-0.0649
0.8444
-2.0248
-0.1818
0.1294
-0.2654
-0.5781
0.2978
-1.0685
1.423
0.3017
-0.7176
0.0135
0.4178
1.1021
0.1196
0.1418
1.3998
-0.7157
-0.021
-0.3989
0.0389
-0.3073
0.7907
0.2385
-0.221
0.3262
0.9087
0.0065
-0.3495
-0.2819
-0.5238
-1.269
0.3048
-0.4131
0.0492
-1.4455
-0.5591
0.5989
-0.372
-1.1584
0.1469
-0.9364
-0.3546
0.1652
-0.5836
0.2774
-0.0878
0.9597
-1.3957
-0.0579
0.4067
-2.3892
-1.0411
0.3227
0.098
1.2524
0.2008
1.0162
0.9326
1.7275
0.2278
-0.9675
0.3576
-0.3296
-0.5332
0.0649
-0.632
0.1535
-0.5656
0.3787
0.3305
0.1443
0.51
-0.5147
0.9697
1.8839
3.4318
1.2794
47.633333
1
166
44.98
BREAST CONSERVING
Breast Cancer
Breast Invasive Ductal Carcinoma
Moderate
1
LumA
1
Positve
Positive
3
NEUTRAL
Negative
Ductal/NST
1
Pre
4ER+
Right
3
5.048
IDC
Positive
1
ER+/HER2- Low Prolif
24
2
Living
0.5088
0.2163
-0.9597
-0.2737
-0.1545
-0.9579
1.3444
-0.225
0.5439
-0.0786
1.1649
-1.421
1.063
-1.024
-0.866
0.6607
-1.2104
-0.1745
0.9535
-0.2409
0.17
1.7081
1.2515
-0.0802
-1.0283
-1.1295
-0.4468
-0.0534
-0.5991
2.0796
-0.2875
-0.295
-0.1633
-0.2445
1.1553
0.5879
-0.9193
-1.0515
-0.0171
-0.4586
-0.9589
0.2206
-0.4998
-0.1886
-0.4385
-0.6088
1.9872
1.8404
-0.4422
-0.2984
-0.0034
0.316
0.3146
-0.1227
1.7703
-0.2356
0.2834
0.2422
-1.2575
0.605
-0.8807
-0.5929
0.9834
0.8112
-0.2744
0.5245
1.7847
0.3878
-0.7809
-0.4624
-0.8581
-1.2018
-0.1371
1.0975
0.9809
-1.7243
0.4788
1.5692
1.9074
2.0214
1.2498
0.528
1.7718
0.2168
0.665
-0.8588
1.0032
1.3947
-0.4153
0.0548
-0.5462
0.2035
0.0871
-1.7208
-1.1303
0.1568
0.0767
0.2414
0.2443
-0.1688
-0.3848
-1.0392
1.4674
0.1773
1.4621
1.0166
1.317
0.7378
-0.8297
1.3093
-0.8078
-0.4669
-0.4061
1.0995
0.4557
4.2908
3.599
0.3651
-0.9102
0.6282
0.3321
0.8163
0.6269
-0.0581
0.8566
-1.6162
0.0779
-1.0881
-0.4944
0.0352
0.2195
0.2923
-0.4857
-0.7527
-0.9485
1.4411
-0.062
0.4014
-0.5331
-0.7221
0.311
0.9758
-0.8251
-0.3209
-0.3543
-0.5539
-0.9645
-0.0262
0.2273
-0.3611
0.0227
0.2417
-0.304
-1.0876
-0.5695
0.5441
0.3074
1.1002
0.645
-1.1411
0.4148
0.8157
-0.6853
0.3095
0.1083
0.5822
0.0748
0.05
0.482
-0.091
-0.142
-1.5312
0.4256
-0.116
0.9854
-0.657
0.4571
-2.6396
-0.3735
-0.363
1.3058
1.5533
-0.5479
-1.7461
0.4773
-0.1676
-0.3241
0.3402
1.4711
-1.1425
0.5721
0.4219
-0.3331
-0.5675
1.0599
1.9421
0.1533
-0.5193
-0.5173
-0.0864
0.0527
-0.2672
0.8753
-0.1729
-0.3976
-0.1557
-0.6164
0.3851
-0.707
0.2384
-0.578
-0.5846
0.0555
1.2997
0.1612
0.51
1.2132
0.8377
1.5188
0.8287
0.9841
1.4699
0.612
-0.8042
-0.5199
-0.7798
-0.0751
-0.9845
0.0714
2.1014
0.0597
-0.0371
0.8524
1.5805
0.3496
-0.9788
0.2433
0.248
-0.2312
0.0668
-0.3993
-0.4201
-0.4562
0.6985
-0.4412
1.9471
-1.4581
-0.8288
0.9882
-0.868
-0.2344
-0.6243
0.0859
1.8218
0.412
-0.6544
0.2832
-0.2975
0.398
0.5425
1.0321
0.9267
2.3488
0.5294
2.3281
-0.4067
0.9983
-1.2793
0.4023
-0.037
-0.2353
-0.5029
0.9669
0.5702
0.8585
0.1994
1.1556
1.8085
0.2733
0.09
1.1099
-0.0765
-0.7657
-0.8778
1.4521
-0.6888
-0.5406
0.7968
1.5803
1.9795
0.3604
0.8346
-0.6472
-1.0535
-0.9169
-0.6983
0.0192
-1.8189
-0.4181
0.8051
-0.6622
0.4459
1.2865
-0.0197
0.2509
-0.1901
-0.2804
0.0614
1.8906
1.0676
-0.7119
0.3176
1.1731
-1.0671
-0.2751
-0.4762
-0.6275
-0.8964
0.377
-0.2609
-0.812
0.6169
0.2411
0.0676
-0.3254
-0.791
0.1154
1.1227
-0.0035
0.5864
0.298
-0.0619
0.4324
0.122
1.4887
1.0055
0.9035
-1.4051
0.0266
0.7269
-0.4699
0.106
-0.9334
-0.1674
2.3239
-0.4676
0.0052
-0.3809
2.9088
1.351
0.5289
-0.4895
-0.3065
0.2752
-1.7621
0.4237
-0.4287
0.6431
1.6904
-0.0099
-0.3126
-0.6226
-1.4085
0.7718
0.0432
0.0998
0.8594
-0.7137
0.1302
-0.6629
-1.1735
-0.8382
-0.7992
-0.7348
0.1119
-0.5472
1.4913
0.9287
-0.6168
0.363
-0.3189
0.0166
0.5771
-1.1295
-0.767
0.4463
-0.0502
0.519
-2.6732
0.6605
-0.9458
-0.1845
-0.9929
-1.0283
0.0666
0.7482
-0.4702
0.4012
-1.3168
-0.8739
0.6488
-0.7932
0.4057
0.1425
2.3612
0.7476
-0.7909
1.5617
-0.5693
-0.4762
0.5044
0.1654
1.2534
-0.9077
0.8128
-0.1476
0.5526
-0.8402
-1.6259
-0.9112
0.8262
0.0226
-0.0384
-1.6458
-0.3473
0.3657
0.4176
-1.1762
0.155
1.0834
0.6116
0.5191
0.4606
-1.6294
0.0302
0.2101
-0.5615
0.9979
-0.5148
-0.5162
-0.6927
0.2131
0.0031
-0.9502
-1.0337
-0.76
0.1709
0.1187
-0.2868
0.0254
-0.7411
0.494
-0.4784
0.0874
-0.2895
-0.4486
1.8434
-0.7996
0.2407
-0.7638
0.027
0.3529
1.0634
-0.738
0.5081
-0.3521
0.6476
1.1043
-1.2852
-1.0847
0.0434
0.6576
1.3973
2.1915
-0.574
0.4468
0.2227
-1.5524
-0.1497
-1.0269
1.721
-0.0913
-0.5832
-0.4569
1.167
0.5543
0.0606
-0.5662
-0.3811
104.4
0
167
76.4
MASTECTOMY
Breast Cancer
Breast Invasive Ductal Carcinoma
High
0
LumB
1
Positve
Positive
3
NEUTRAL
Negative
Ductal/NST
1
Post
9
Right
2
5.076
IDC
Positive
1
ER+/HER2- High Prolif
38
2
Died of Disease
2.5344
-1.8396
1.1371
-0.1749
-0.2579
-0.0213
-0.2498
-0.4931
0.9245
-0.6265
2.3887
0.8987
0.6694
1.3987
1.3696
-0.1845
0.7245
0.2479
0.2692
-1.7389
-0.8435
1.351
-1.8965
-0.088
1.7386
2.288
0.7482
1.3443
0.7545
-1.1819
1.337
-0.9608
-1.3559
0.595
0.5389
0.4219
1.2712
0.9723
0.3841
1.7851
0.3402
-0.9364
2.0041
-1.9553
1.492
1.5073
0.4866
-1.2111
-1.0187
0.6426
-0.8866
0.3626
-0.3434
-1.2975
0.1791
-0.0476
-0.1604
-0.7783
1.3313
-0.1487
0.1825
-0.545
1.1219
2.1731
-0.0593
-1.659
-0.9445
0.268
-1.7963
0.5195
-0.163
0.434
0.1154
-0.6315
0.4568
1.2189
0.1635
-0.152
-0.5728
-1.3937
-1.7392
1.2462
0.3526
-0.5578
0.9191
-0.5112
-1.1761
-0.8757
-0.3565
0.4238
-1.5935
-0.3529
-0.1836
-1.11
-0.5346
-0.0609
0.0997
0.7955
-0.2768
-0.1155
0.2879
-0.698
0.3508
-0.592
1.4093
0.8388
-0.659
-0.7038
-1.3294
0.1506
-0.2417
-0.0234
1.1436
-1.225
0.8179
0.4296
-0.8587
0.1782
0.3104
-0.0978
1.5525
-1.0685
-0.676
0.6294
0.355
-0.1936
-1.0446
0.3802
-0.9645
-0.3813
-0.6515
0.1739
0.8848
0.6309
-1.6697
-0.8303
1.8581
0.4623
-0.018
1.5063
0.1557
-0.4187
0.3947
0.6282
-0.5652
0.5219
-0.6302
-0.0824
-1.0598
-1.0853
-0.4325
0.9997
-0.8891
-0.0233
-0.569
-0.6103
-0.2714
-0.1363
0.2181
-0.2932
-1.2282
-0.8651
-0.9041
-0.1079
-0.8448
-1.492
-0.0905
-0.7731
0.0706
0.1703
0.7003
-0.0446
1.484
-0.6825
-0.4668
1.1114
-0.773
-0.5035
-0.9178
0.2754
0.5834
-1.5344
0.5486
-0.0361
0.6548
0.3062
0.5338
-0.0278
0.3011
-1.3388
-0.775
-0.1453
-0.4273
-0.124
0.3851
0.7045
1.1687
-0.6082
-0.1155
-0.1481
-0.0806
0.7431
0.9966
1.9453
-0.5521
-0.2588
0.5224
-0.1197
-0.3898
0.7866
-0.2196
-1.087
-0.2687
-1.0689
-1.1167
-0.2427
0.5349
-0.3619
0.4134
1.0402
-0.1518
-0.4433
-1.2433
-1.2032
-0.265
-0.1923
-0.5395
0.0134
0.9072
-0.7151
-1.476
-0.7864
-0.9052
1.8379
-0.9691
-0.1327
-1.3288
1.321
-0.6441
2.2269
0.518
0.9969
0.7471
1.9083
0.4954
0.7494
0.1922
-0.9542
-1.2824
0.1097
1.8785
1.0014
1.5497
0.8987
-0.563
-1.2464
-0.3802
0.7713
1.9765
-0.7706
-0.2309
-1.823
-0.3898
-0.152
0.9635
-0.4891
-0.9098
-0.061
-0.749
-0.801
0.0293
0.3437
0.1531
-0.892
0.2827
0.7156
0.9791
1.2658
0.1108
-0.5556
0.6024
0.4251
0.5061
-0.9239
-0.4427
-1.0171
-0.6788
-0.6158
-1.1629
0.469
-0.8087
0.428
-0.0496
-0.8644
-0.1864
-0.2945
0.3909
-0.504
-0.9757
0.5029
-0.5724
0.1115
0.3692
-1.2358
-0.6418
-2.44
0.0504
0.9891
-1.442
-1.4186
1.1125
-1.1768
-0.0064
0.0568
-0.1548
-1.2873
0.165
0.2802
-0.4458
-0.1442
-0.419
0.0134
-0.6712
-0.2452
-0.7229
-0.8743
-0.8953
1
1.0916
-1.3123
0.7425
-0.1389
0.0507
-0.6963
-1.0606
1.2283
-1.0299
-0.5602
0.2293
-0.9914
3.0759
1.3364
0.6579
0.6743
-0.3211
-0.0313
-0.9304
-1.038
-0.5717
1.2212
-0.1062
0.4193
-0.8816
-0.2756
0.2259
-0.7729
-0.0398
-0.2485
-1.3364
-1.1844
2.5643
-0.0567
-0.6658
0.0783
0.1716
1.0019
-0.6754
-1.2252
0.6423
-0.4016
1.2063
0.1765
-1.3955
0.3539
0.1653
0.9126
-0.1573
-1.0092
-0.6958
-0.8284
-0.9087
0.8638
-0.2175
0.9808
0.1128
-1.8819
-0.8766
-1.0666
0.1982
1.2848
-0.4893
0.0237
-1.0383
0.0495
-0.7063
0.3382
0.0057
-0.8674
0.2443
0.2439
-0.0475
0.5363
0.3833
-0.1369
-1.0684
-1.5413
-1.2521
-2.7553
-0.028
-0.2885
0.0845
-0.415
0.1973
-0.7868
0.0025
-0.0067
-0.8858
-0.1995
-0.9138
0.0893
0.5141
0.8474
-0.6848
1.57
0.2118
-1.2115
-1.669
0.5258
-0.4926
-1.3451
0.0613
-0.4866
-0.3196
-1.2515
-0.3651
-0.3112
-0.8926
-0.5523
1.0735
-0.757
0.5708
0.7723
0.7583
0.9376
0.0104
-0.7318
-0.477
-0.1285
1.7928
0.75
-1.0766
-1.1098
-0.0478
0.3224
-0.0167
-0.2574
0.358
-0.3486
1.634
3.1002
-0.8283
-0.5122
0.4407
-0.3823
-1.0585
-0.9598
1.0877
-1.3359
1.0324
0.4055
-0.831
-0.0701
-0.583
-1.6793
-0.2716
-0.8868
-2.2223
-0.5512
-1.3463
0.2547
-0.4134
0.3544
0.1392
0.8463
-0.5231
-0.0048
0.1364
-0.1717
-0.4352
43.1
1
168
60.26
BREAST CONSERVING
Breast Cancer
Breast Invasive Ductal Carcinoma
Low
0
claudin-low
1
Positve
Positive
3
NEUTRAL
Negative
Ductal/NST
1
Post
4ER+
Left
0
4.034
IDC
Negative
1
ER+/HER2- Low Prolif
17
1
Living
0.4817
1.1479
-1.0081
-0.4389
-1.3807
-1.471
0.2956
-0.2785
-0.2335
-0.7647
-1.0871
-0.4616
0.906
-1.19
-0.6622
-0.4739
-1.2743
0.1508
0.3992
1.3468
1.1314
-0.0346
0.2732
-0.4129
-1.0311
-1.2096
0.1056
0.2995
-0.9311
-0.3377
0.1246
0.4663
0.9984
-0.1389
1.5412
0.5598
1.3253
-0.8011
-0.6593
-0.5716
-0.7806
0.8451
-1.2559
-0.1201
-0.6292
-0.4748
-0.2423
1.3702
-1.2827
-0.6701
-0.0524
1.677
-0.1418
-0.7945
1.1828
0.4848
1.2929
0.3908
-1.3096
-0.5483
-1.8769
-1.218
-0.1386
0.5788
-0.7063
0.8791
-0.0852
2.1977
0.2563
-0.1349
-0.2736
0.0018
0.1969
0.164
-0.7582
-1.6077
1.2283
-0.2381
1.3217
-0.193
0.7789
0.693
0.3793
-0.8365
0.6717
0.7814
-0.2134
0.2231
-0.3618
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1.4685
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0.5235
1.0622
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2.97
0.9477
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1.16
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0.0285
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1.4767
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0.1898
1.1634
-0.5881
-1.9684
0.4786
1.0221
0.1887
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0.2396
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1.3026
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1.3492
0.5894
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1.3329
1.174
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0.3412
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1.0547
-0.286
-0.9078
-0.4806
1.1428
0.5247
1.055
0.6761
0.8898
0.3671
0.3171
1.2289
2.0967
-1.2703
-0.7989
0.0153
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0.4112
0.0357
0.0932
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-0.3485
0.6981
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1.3137
-0.3678
-1.9023
0.9845
-1.2571
-1.2208
0.5599
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1.6996
3.4207
-1.2336
0.2577
2.9728
-0.2934
-0.1499
-1.2491
-0.1176
-0.0118
0.6052
-0.1948
1.746
2.5033
0.4226
-0.9501
0.6284
1.1556
-0.0393
-1.0704
-0.3819
-0.9392
0.745
0.1419
1.2741
0.6703
1.2639
-0.077
0.4887
0.444
0.5853
0.2631
-0.031
-0.1596
-0.5282
0.5613
1.0833
1.2065
-1.4237
-0.4337
0.2984
0.428
-1.5481
-0.3223
-0.4501
-0.4415
-0.7978
0.3584
0.3153
0.8714
-1.1378
-1.3658
0.7969
1.7109
0.442
-0.5475
2.7214
-0.7973
0.1376
-0.6949
-1.2594
-0.204
1.0963
0.4465
0.4602
-0.69
0.6883
-1.0867
2.3396
0.7721
0.3819
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0.5922
-0.411
0.1667
0.2928
0.0283
1.1706
-0.4495
-0.1373
-0.7027
-0.5787
-1.3696
0.0038
0.2125
-0.8
122.766667
0
170
83.35
MASTECTOMY
Breast Cancer
Breast Invasive Ductal Carcinoma
Low
0
LumA
1
Positve
Positive
1
NEUTRAL
Negative
Tubular/ cribriform
1
Post
3
Left
1
3.052
IDC
Negative
1
ER+/HER2- Low Prolif
26
2
Died of Other Causes
-1.2332
0.8846
0.1836
0.3259
-1.1551
1.1788
0.0796
-1.5666
0.6118
0.105
-0.8266
-1.4654
0.3625
-0.0756
-2.1636
-0.6354
-1.0511
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0.468
0.8959
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-0.6772
-1.7728
-1.6286
-1.0707
-0.8034
-0.8607
-0.5749
-0.7743
0.115
1.4508
0.8285
1.8802
0.4427
2.3998
-0.1947
1.2905
-1.2283
-0.6149
0.1465
-0.7144
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0.2358
0.5772
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0.6442
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0.2668
0.0126
0.6191
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0.9014
0.5222
-0.6417
0.0086
0.0068
-0.5998
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0.8034
0.0264
0.4584
0.075
0.5917
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2.3348
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3.073
0.3328
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0.4533
0.1894
1.387
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0.4597
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1.2432
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2.3901
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1.6525
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0.6573
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0.4787
0.2503
-0.4384
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-0.7665
0.7739
0.5533
1.2258
-1.6478
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0.6046
-0.6163
0.418
-1.0086
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-1.0835
0.1959
-0.384
0.3119
-0.1454
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0.6938
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-0.5438
0.6049
0.2253
0.888
-0.8301
1.0221
-0.1513
-0.4606
-1.2385
-0.1424
-0.6982
-0.1172
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0.9823
0.0321
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1.2435
1.1727
0.5367
0.8622
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1.1134
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0.5394
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1.006
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0.5365
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0.3546
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0.7344
1.1547
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0.1039
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1.144
1.6415
1.0107
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0.899
1.3062
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0.6628
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0.1271
0.6912
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0.3692
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1.2866
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0.9326
0.7363
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0.7227
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0.9382
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0.6605
1.8896
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1.0351
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0.0018
0.4988
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0.0091
0.2561
0.6986
-0.0326
0.4444
0.4132
0.5819
0.5096
-0.8192
-0.5866
1.1273
-0.6976
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0.7636
0.3904
4.2261
-0.5442
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0.9404
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1.0847
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0.1199
0.5167
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4.1545
0.4808
0.1302
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-0.0353
0.2664
-0.7459
-0.4299
-0.8674
-0.3185
1.719
-0.3648
-0.7208
3.0542
0.6548
-0.9332
-1.0757
-0.0923
-1.6708
0.7953
0.3749
3.1004
0.5278
-0.3865
-0.5137
-0.8401
-0.5419
-0.2117
0.8604
-0.4127
-0.6332
-0.9871
0.4338
0.6832
0.6703
0.2623
1.2406
-0.002
0.5229
-0.0265
-0.481
-0.353
-0.6792
0.2683
-0.0939
0.2105
0.2736
-2.1029
-0.5325
0.1313
-0.2533
-0.7085
0.2081
1.225
0.002
-1.0433
-0.2503
-1.0556
1.0756
1.1882
0.0875
0.2307
-0.3773
0.089
1.5648
0.144
-0.1536
0.6931
-0.8967
1.0698
-0.0021
0.6705
0.3232
-0.0121
-0.59
-0.4666
-1.7396
1.3895
-1.1702
-0.5345
0.2847
1.3429
-1.5558
-0.383
0.1193
0.5396
-0.954
0.3258
-0.3775
-0.3344
-1.0352
-0.1277
-0.2222
-0.7468
-0.3299
-0.4849
93.366667
1
171
64.57
MASTECTOMY
Breast Cancer
Breast Mixed Ductal and Lobular Carcinoma
Moderate
0
Normal
1
Positve
Positive
3
NEUTRAL
Negative
Mixed
1
Post
4ER+
Right
0
4.054
MDLC
Negative
1
ER+/HER2- Low Prolif
27
2
Living
-0.4218
-0.4998
0.1508
0.1546
0.327
-0.2684
-0.1776
0.4775
-0.0149
-1.3822
-0.571
-0.0316
0.8735
-0.2399
-0.2041
-0.3974
-0.4724
0.3287
0.4267
-1.4451
-0.2696
0.2048
-0.3791
-0.3582
-1.1923
-0.8064
-0.4269
-0.4943
-0.0794
0.799
-0.209
-0.0468
0.7589
-0.4868
0.0166
1.6192
0.3222
0.7196
1.1381
-0.6125
-1.0129
0.0627
-0.8581
-0.3823
-0.9017
0.1854
-1.0666
0.2566
-0.0806
-1.0736
-1.0216
0.7875
0.027
0.3619
-0.29
0.2594
0.6104
-0.1497
-0.4771
0.2514
0.267
0.2022
-0.2111
0.4837
0.0249
1.3615
-0.6947
0.9446
0.5905
-0.1826
-0.2219
-0.078
0.7943
-0.3146
-0.498
-0.6148
0.8685
-0.2185
0.414
-0.9375
0.2123
0.6656
-0.3774
0.051
-0.4058
0.4294
-0.8852
0.4181
-0.4672
0.2662
0.1565
0.1046
0.4661
0.6266
0.0956
0.8416
-0.86
-0.6435
0.2653
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0.1028
0.4039
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0.7452
0.084
0.9804
0.8989
0.3627
0.5293
0.2445
0.4254
-0.5579
1.1011
-0.8489
-0.7511
0.5032
-0.099
0.4736
0.603
-1.3005
-0.3618
0.076
-0.9555
0.9967
-0.1083
1.4725
1.1052
-0.6685
0.1454
0.975
-0.3195
0.0914
0.7366
-0.5107
-0.8304
1.1491
-0.4501
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0.5837
0.6989
0.2971
-1.0086
0.8995
0.9121
-0.346
0.334
1.1091
0.5268
0.6343
0.1321
0.5338
0.6645
-0.048
-0.625
-0.6886
-0.5494
-0.3055
-1.0014
-0.0251
0.9738
0.0083
0.7311
0.7723
0.3325
0.7217
0.0245
-0.2877
0.2981
-1.1197
-0.6541
-0.6488
-0.976
1.8561
-0.1291
-0.5474
-0.0396
-0.5686
-0.3654
0.0298
-0.215
0.4844
2.5041
-0.6928
-0.0729
-1.0541
0.7483
0.2452
0.3828
-0.4142
-0.3932
-0.197
0.0136
0.2219
-0.6278
-0.0192
1.5363
-0.2346
0.2426
-0.4316
1.1221
-0.1537
0.6228
0.4108
-0.6741
-0.3677
-1.1695
-0.7549
-1.3553
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0.5589
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0.8129
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1.9555
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1.5067
2.609
0.1821
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1.3039
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1.096
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1.8287
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1.2746
0.8878
0.8976
0.0707
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1.3225
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1.1696
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0.1039
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0.2952
0.9113
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0.6759
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0.1437
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0.4907
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0.0377
0.5913
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1.5171
0.4827
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0.9534
0.4955
0.9272
1.5499
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1.4115
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1.4575
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0.215
0.1102
0.2913
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0.6917
0.0012
-0.291
-0.8878
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0.8933
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0.571
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0.6164
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0.5536
2.0914
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0.2908
0.1194
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1.0539
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-0.0326
0.406
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1.5371
-0.5269
0.1212
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0.2698
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1.2454
0.1312
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0.3179
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0.5792
-0.5053
-1.0332
-0.4495
0.1616
0.1785
-0.2845
0.0317
0.0742
-0.5562
0.575
-0.6986
-0.425
0.4891
1.0211
0.026
2.6204
1.4242
-0.9353
-0.2288
0.3218
-0.2726
0.0207
0.0753
-0.3366
-1.9588
-0.2459
-0.2936
-0.9745
-0.3846
-1.3959
-0.1873
0.1981
-0.194
0.7578
1.7189
-0.583
-0.1979
0.2104
-0.4492
0.6315
-0.7888
0.1836
0.2444
-0.477
0.158
-0.3879
-0.0791
0.1685
-1.5254
-0.0866
-0.0992
0.9018
1.371
0.0953
-0.0776
-1.1315
0.2008
0.2263
-1.5595
1.2967
1.039
-0.0206
1.915
1.7584
1.1793
-0.1722
-0.5627
0.0781
-0.3812
0.0695
3.7041
0.1097
0.2456
-0.3498
-0.8732
-0.7129
-0.1217
-0.2649
-0.2078
1.2068
-0.4704
0.3609
0.3336
-0.2984
0.2659
1.2765
0.2068
1.0079
1.0634
1.0719
-0.3545
0.7254
1.1388
-0.2365
1.901
0.7318
1.4999
-0.4208
0.498
0.308
-0.1393
-0.381
0.3113
-0.3172
-0.4699
-1.1681
-0.1474
-0.7824
1.5479
-0.7947
0.036
0.7382
0.4672
-0.7961
0.1995
0.258
-0.5875
0.6007
0.3764
-0.3591
-0.5576
0.4659
-0.1152
0.2879
-0.7097
0.1024
-1.3776
0.1967
0.797
1.8052
0.1208
0.4973
0.0139
1.2266
0.4708
1.7044
-1.1412
0.6648
-0.7888
0.3229
-1.2792
-0.764
-0.5793
3.3537
-0.2022
2.4523
5.433333
0
172
48.11
MASTECTOMY
Breast Cancer
Breast Invasive Ductal Carcinoma
Low
1
LumA
1
Positve
Positive
2
NEUTRAL
Negative
Ductal/NST
1
Pre
3
Right
1
4.04
IDC
Positive
1
ER+/HER2- Low Prolif
20
2
Living
-0.7812
-1.9355
-0.9121
-0.3568
-0.5471
-1.279
0.5416
0.955
-1.3972
-0.5268
-0.7258
0.3101
-0.1342
-0.1952
-0.4111
1.9461
0.1126
0.2247
-1.1889
-0.3566
0.4018
-0.4737
0.0866
-0.2207
-0.2959
0.0518
-0.863
-0.5097
-0.5784
-0.0728
-0.089
-0.5398
-0.3465
-0.4309
-0.5322
0.7211
1.221
1.2201
-1.9107
-0.6572
0.0354
-1.596
0.3411
-0.0681
0.2311
-0.067
-1.4807
0.9899
-0.3952
0.1461
-0.7643
1.2298
0.5697
0.4545
0.9345
-0.8102
0.3468
1.1475
1.2215
-0.0171
0.0892
2.6324
0.2179
1.1331
-0.7778
-0.2242
-0.4899
0.2106
-0.276
0.0994
-1.1366
0.6277
0.2861
-0.391
0.2328
0.1521
0.8116
-0.6639
-1.2786
0.2294
-0.7116
-1.2373
0.7407
-0.203
-0.6905
-0.6871
-0.8586
-1.5181
-0.1605
-0.9491
-1.0124
-0.4218
0.4611
0.2623
-0.8798
1.5639
0.197
0.761
0.7379
-0.8267
-1.2778
-0.832
0.0264
-0.0957
-0.2385
1.9812
-1.2057
-0.5033
1.1685
1.7558
-1.3153
0.6124
-0.168
-0.9186
-0.4338
-0.2048
-0.3768
-1.6885
0.2317
0.0589
-0.9451
-0.012
0.7339
-0.6601
0.2628
1.2897
-0.0458
-0.1449
0.5951
0.1818
0.403
0.1544
0.431
0.1049
-0.1998
-0.1568
0.6345
-0.2026
2.4367
-0.5027
3.5074
0.8855
-0.0437
-0.3563
0.1521
-0.1717
-1.0518
-0.0663
-0.2511
0.2313
0.8455
0.1541
-0.6291
1.2924
-0.8115
-0.9762
-0.1605
0.9567
0.1549
0.1939
0.3099
0.6062
-0.2715
1.3829
0.6766
0.0419
0.3494
-0.5362
1.0856
-0.1957
1.0639
-0.5982
-0.4744
1.2005
0.0484
-0.5787
-0.4724
-0.2449
-1.0006
-0.8792
-0.7016
-0.3798
1.2472
-1.0256
-0.0231
-0.5555
-1.0418
-0.9112
-0.9984
0.2967
-1.4567
0.3088
-1.3422
-0.2253
-0.4424
1.7195
-0.9916
-0.7938
0.2056
-1.9646
0.3171
0.2107
-0.2857
-0.5236
-0.622
-0.7377
-1.465
-0.3793
-0.6927
-1.167
-0.545
-0.6765
-1.1229
-1.0761
-1.1929
-0.4706
0.6963
-0.4115
-0.0437
1.3636
-0.5228
-0.3532
0.6615
0.1855
-0.0942
-1.4474
0.0901
-0.9979
-1.5178
-0.3549
-1.9508
0.9471
-1.0181
1.3279
1.5489
0.0065
0.7481
0.2719
0.0226
0.0632
0.4292
-0.5126
-0.1649
1.1647
0.8206
0.8259
1.6056
-0.9506
-0.4316
-0.7066
0.0228
-0.419
-0.5458
1.1611
0.5319
-0.1999
0.7085
-0.1645
-0.5887
-0.346
-0.3409
-0.9281
1.099
0.4387
0.2296
0.5144
-0.0928
-0.7764
0.4567
0.6548
0.3138
-0.8385
0.1955
0.0267
-0.1944
-0.5991
-0.446
1.0233
1.7393
-1.4278
0.9839
-0.4045
-0.3597
-0.6159
-0.4208
-0.9525
-1.0006
1.5067
0.0135
1.4561
1.5106
0.3342
-0.9772
-1.4476
-0.4526
-0.0078
1.5485
-1.0377
-0.0283
-1.096
0.3972
0.137
1.1737
0.0403
-0.4306
-1.0016
-0.3549
0.5324
-0.4582
-0.0519
0.4027
-0.4105
-0.3946
-0.1498
0.5991
-1.2714
-0.7002
0.0555
-1.0441
0.6621
0.4657
-0.84
-0.1911
-0.6756
-0.8721
-1.212
0.1049
-0.2177
0.9497
0.3101
-0.6356
-1.5049
-0.74
-0.67
-1.3852
0.5377
-0.928
-0.1683
0.1903
2.5687
1.8592
-1.1103
0.7317
-1.0953
0.1017
-0.5625
-0.7415
1.0878
-0.3729
1.5895
-1.397
0.6105
-0.8984
0.3148
1.0314
-0.3684
1.0429
-0.0637
0.5823
0.1338
0.0695
-1.154
0.5298
-0.3722
-0.1526
-0.4131
0.5194
-0.4091
-0.5538
-0.769
-0.2595
-1.2554
-0.1272
0.1838
0.2804
-0.2278
2.0206
-0.0607
0.5342
-0.9068
-0.0186
-0.219
0.9764
-0.7055
0.9194
0.0516
1.3945
-0.7204
-0.2758
0.2105
-0.6857
0.9855
-0.5404
0.5846
-1.7894
1.0071
0.8691
-0.0872
-0.2477
-1.2396
0.0435
-0.9472
2.4911
0.0022
0.3263
0.6473
-0.5247
-1.0133
0.0296
-0.2614
-0.6712
-0.0389
-0.3326
-1.0309
-0.1325
1.4359
0.7236
-0.0572
-0.1116
-0.7935
-1.1572
0.2859
-0.4667
-0.1054
0.143
0.4694
0.1832
1.8103
-1.0356
-1.046
-0.772
0.3663
0.1261
-0.3339
0.0837
0.1686
-0.1915
3.2046
0.6078
-0.9415
1.8808
0.5447
0.3304
-0.413
0.0718
-0.6867
-0.3691
-0.6412
-0.0027
0.8016
-0.0232
1.2378
0.0517
-0.2881
-1.13
-0.6046
1.6025
-0.3878
-1.0385
-0.8449
0.57
-0.3848
-1.7488
-0.9197
-0.5279
-0.2178
2.162
-0.0469
-0.5531
1.0788
-0.635
1.2767
-0.8691
-0.3151
-0.1309
-0.0779
-0.5056
0.6162
1.0808
-0.0726
-0.8366
-0.4549
0.8696
1.0156
1.0614
-0.755
-0.5771
-0.0449
-0.7887
138.1
0
173
83.99
MASTECTOMY
Breast Cancer
Breast Invasive Ductal Carcinoma
High
0
LumB
1
Positve
Positive
3
LOSS
Negative
Ductal/NST
1
Post
7
Right
4
6.088
IDC
Positive
1
ER+/HER2- High Prolif
44
2
Living
-0.7069
-1.0818
0.1735
0.615
0.1378
1.5006
0.8372
0.1492
0.7057
-1.9891
1.4954
0.9317
1.0873
-0.4055
0.2944
0.1778
1.336
0.121
-1.2612
0.5804
0.6785
-0.2102
-0.5107
-1.2088
0.6071
1.0082
-0.8774
0.7913
0.6117
0.6529
1.1816
-1.217
-1.0315
-0.4141
-1.5882
-1.8719
1.4342
0.0385
0.0643
1.4392
-1.4036
-1.1517
-0.7577
-0.1686
-0.2174
0.6637
1.1769
0.5476
-0.3781
0.7751
0.803
-0.3427
0.6905
0.3388
7.4158
0.3421
1.1162
-0.9892
-0.1506
-0.2539
-0.1078
-0.0899
-0.3943
0.6354
-0.2837
-0.4674
3.9464
0.274
1.0889
0.0431
2.2353
0.2533
1.102
-1.0233
0.9955
0.6707
-0.1223
-0.1614
-2.099
2.3734
-2.1113
-0.7613
-2.7858
-1.3925
-1.1478
-0.4669
0.2615
1.377
-1.8188
-1.6306
0.818
-2.4758
-1.8182
-0.7914
1.9498
2.3529
-0.2649
-1.0654
0.4037
-1.1435
2.9894
1.9196
1.6292
0.4208
-2.3479
-2.21
-0.7575
-1.5123
-1.7242
1.3875
-0.3446
-1.9781
0.9021
-1.8471
0.5834
-0.5722
-0.3412
-2.5991
0.4903
-0.4923
-0.3233
1.5283
-0.9523
2.1923
0.1145
0.2509
-0.7835
0.9666
-1.7553
-0.0842
1.3196
-0.3585
0.6152
2.0644
0.1501
0.7618
1.5557
-0.3504
0.5058
1.2435
0.5438
1.0407
-0.6383
2.1072
0.2478
-1.0111
2.9391
-0.0838
-1.353
-0.8127
-0.5661
0.2337
-0.7562
1.0991
0.1086
-0.5996
-1.222
1.1254
-0.3586
0.2635
-1.5557
-0.4186
-0.4186
-0.442
0.7177
-2.1155
0.2487
0.3294
-0.1865
0.5571
-0.838
-0.2453
-0.3244
-0.1138
0.8545
0.6753
1.0123
-1.7553
0.2777
-0.1542
-0.3663
-1.0107
-0.7599
-1.6647
0.6214
0.4304
-0.6252
1.7441
0.006
-1.0522
1.2663
-0.684
1.345
-0.6918
2.0728
2.9354
0.7761
-1.0062
-0.2765
0.6079
0.4433
0.0947
0.7277
2.1534
-0.6384
-0.6966
-1.2153
-0.7234
-0.494
-0.3747
-0.347
2.7468
0.9117
-0.9118
-1.221
-0.0569
0.8144
4.7735
1.7586
-1.233
-0.6212
-0.6848
-0.9898
-0.9737
-0.7034
0.5529
-0.4952
-0.7215
0.0712
-0.0503
-0.125
-2.4018
-2.4624
1.1519
-1.2764
-0.8065
1.1462
0.2146
-1.0193
0.1072
0.1649
0.6795
0.4328
2.5113
-0.4212
-0.2757
-1.4561
0.1851
-1.5629
1.1122
-0.3745
2.4267
0.6279
0.6722
1.7614
0.8251
-0.293
-0.3351
-1.771
-0.4567
-0.9499
0.4155
0.8908
-0.7795
-0.5062
-0.8427
-1.0785
-0.803
-0.848
1.8869
0.5244
0.1568
-1.5946
0.9547
0.1957
1.9787
1.3785
1.5035
-0.9582
-0.4627
0.3301
0.4824
0.2455
-1.5887
1.0327
-1.5771
-1.2714
1.5086
-1.4167
-0.5674
-0.7525
-0.6558
-0.7278
0.1487
1.5842
-0.0565
-0.2467
-1.1767
-0.2008
-0.6997
-0.4702
-0.9339
0.0512
2.2344
0.4932
0.7515
-0.1602
0.642
-0.8811
-1.9854
0.8423
1.9039
1.2661
1.1858
-1.345
-2.3913
0.3692
-0.9581
0.1028
2.6748
-2.5943
-0.7474
-0.2546
-0.6937
0.3
-0.2757
-0.5623
-0.2798
1.4436
0.1306
-0.7996
-2.3451
-0.6634
-2.4208
1.1301
-1.2744
1.301
0.3261
-0.5304
0.299
0.6811
-1.8678
1.9271
-0.6077
-0.8358
1.0613
-0.1701
-0.2579
-0.6633
-2.3208
2.4548
1.2164
1.4186
0.0422
-0.807
1.6229
-0.9346
0.7156
-1.541
-1.2429
-0.0186
0.4487
0.0466
2.4461
0.0802
1.64
-1.1766
0.5576
-1.4758
-0.4811
0.5269
-1.0726
-0.696
-1.2257
3.8745
-0.2392
-1.3142
-1.5227
0.7322
0.3073
-1.3268
-0.6904
-1.1291
-0.249
-0.3099
-1.2559
-1.0788
-1.3704
-0.9007
1.5776
1.4904
-3.8592
-1.3098
-1.1985
-1.9617
0.4244
-0.8774
-0.2684
-0.2897
0.7077
0.2825
-1.1168
1.8095
-1.3678
1.0767
-0.7112
-0.8604
1.5546
1.5666
0.8005
1.951
1.5131
0.7111
-0.4566
-0.7254
-0.823
-0.9769
-1.1615
0.646
-1.1897
-0.9194
2.1437
-0.6655
1.3503
1.2763
-0.458
0.2705
-0.192
-1.7651
1.1237
-1.0493
-1.6031
-0.9137
0.7327
0.4881
-0.1678
-0.7197
1.1442
1.0298
-1.2163
0.1716
-0.3059
1.4423
-0.4182
-0.0449
-0.0528
0.1082
-0.5015
1.2376
-0.3627
0.1465
0.5756
0.0262
0.8452
-1.4759
-0.392
0.4
0.6714
-0.764
-1.2651
1.3483
0.2065
-0.813
-0.8709
-1.7312
2.0843
4.0111
0.9483
0.9674
-0.2048
-1.4346
4.8044
-0.9494
-1.832
0.7821
0.3756
0.5243
-1.2484
-1.3318
-0.5536
1.301
-0.494
0.2353
-0.1291
-0.5098
0.1951
-0.7139
0.1898
-0.7637
3.766667
0
174
59.18
BREAST CONSERVING
Breast Cancer
Breast Invasive Ductal Carcinoma
Low
1
claudin-low
1
Negative
Negative
3
NEUTRAL
Negative
Ductal/NST
0
Post
4ER-
Left
0
4.048
IDC
Negative
1
ER-/HER2-
24
2
Living
-0.6983
0.6449
-0.4295
-0.0489
0.5731
0.9996
-0.8758
0.2853
-0.4774
0.6656
-2.8965
0.0388
-0.107
-1.6077
-0.0274
-0.9226
-1.2389
-0.9849
0.1052
-0.2526
0.0022
0.0652
-0.3648
0.2494
-0.5296
-0.0239
1.2688
1.8075
1.2157
-0.5802
-0.2628
0.8454
0.2061
0.1914
-0.6103
1.0037
-0.6334
-0.4484
-0.8684
0.8296
2.7505
1.4527
0.0527
1.3347
1.8555
1.6411
0.4023
0.8271
1.5292
0.6411
1.6631
-0.0671
0.699
-0.4331
-0.6094
-0.3814
0.0981
0.0414
-1.0276
-0.6475
-0.9136
-1.0539
0.4551
0.2242
0.3318
3.4977
-0.3872
1.5275
0.7393
1.2272
-0.7702
0.2432
-0.4496
0.9008
0.2697
0.1326
-0.8766
-1.0998
2.2371
-2.5895
2.4201
1.9953
0.6596
0.2282
-0.0498
1.3538
0.2759
0.7212
0.7053
2.7845
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2.0989
1.7723
2.4933
1.7487
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-1.5381
0.9192
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1.5655
2.2001
0.5026
0.9689
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1.2984
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2.4313
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0.1515
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1.8867
0.7518
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1.8253
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1.7671
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3.5862
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4.567
0.868
1.4614
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1.7474
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2.5926
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1.6909
1.7799
1.6596
1.5883
1.0893
2.6116
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0.2
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2.2727
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1.8388
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1.4841
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1.733
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1.6452
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1.8489
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2.0759
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0.7003
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1.236
0.6451
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0.9934
0.5269
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1.1245
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0.1988
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1.0135
1.1953
0.9346
0.6212
0.3934
1.1784
0.6099
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0.255
2.7065
-0.3051
1.0229
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2.0862
0.1725
2.3185
0.1428
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1.6054
-3.4319
0.1471
0.3795
0.0776
-2.0191
1.4857
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1.3674
2.1171
-1.8654
0.7288
0.962
-0.6081
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3.8805
-1.1428
0.056
0.0028
-0.1727
-0.5859
-0.0945
-0.1623
-0.4348
-0.4335
-0.3929
-0.3905
-0.2374
-1.0914
0.6051
1.8234
0.0206
-1.0979
-0.4825
-1.1489
2.2667
-1.8781
-0.3214
-1.4955
-0.7047
-1.9724
0.2047
-0.5097
2.3382
0.4977
-1.0577
-0.7422
-0.3947
-1.1331
0.0105
-1.3699
-0.8267
-1.8448
0.3753
-0.2765
0.4458
1.6421
-0.4922
-0.7991
-0.5063
0.1531
-0.861
-2.3904
-1.2987
0.338
0.4937
1.5972
-0.4554
-0.3249
-1.0168
1.2855
0.3841
0.9371
-1.0919
0.1527
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0.6335
0.2531
0.2161
0.4482
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-2.4452
1.7082
-0.1889
-0.275
-0.0563
0.4073
-0.1701
78.766667
0
175
69.51
MASTECTOMY
Breast Cancer
Breast Invasive Ductal Carcinoma
null
0
LumA
1
Positve
Positive
1
LOSS
Negative
Tubular/ cribriform
1
Post
6
Right
0
2.04
IDC
Negative
0
ER+/HER2- Low Prolif
20
1
Living
-0.9854
-0.5741
-0.9997
-1.7747
1.1101
0.2356
1.0719
-1.6289
-0.2881
-1.6774
-0.5191
-2.3122
1.7576
-0.3084
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1.2973
2.6293
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0.2081
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0.1051
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0.704
-0.3926
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0.2081
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0.4709
0.3709
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0.878
0.0318
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0.4354
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4.4427
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0.301
1.2312
0.1001
0.4932
0.8461
2.5387
-0.1508
0.0685
2.6142
2.2067
-0.9192
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0.4946
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0.0937
0.0597
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1.0265
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1.0771
0.4217
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0.7969
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0.4959
1.5164
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0.292
1.7731
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0.9358
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0.5906
0.3229
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2.1985
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0.1029
4.2615
1.7507
0.6173
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1.2982
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1.0214
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0.3036
2.9051
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0.981
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0.582
-0.5187
2.0019
1.165
-0.6165
0.1977
1.1103
3.025
0.1569
0.4631
0.498
-0.5175
2.1829
-1.8078
0.4796
-0.053
1.1619
0.4117
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0.485
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0.0122
0.1516
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0.4557
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0.8173
2.3871
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1.5695
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0.5635
0.7
-0.5397
-0.3716
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0.5933
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0.2427
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0.1475
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-1.5443
-1.6057
0.8184
1.2019
0.0564
0.0744
0.4615
1.4469
0.6839
0.4221
-1.1735
0.6892
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0.0754
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2.6855
1.1444
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1.6701
0.1674
0.1958
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1.1276
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0.0106
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0.7538
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1.3695
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1.7326
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3.2174
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1.375
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0.3634
0.4882
0.0493
1.9527
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0.4271
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0.043
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1.3044
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0.2839
0.2231
1.0327
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1.8723
1.2472
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3.6764
1.3396
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1.0375
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0.886
-0.5289
-1.7956
-0.6301
-0.8058
1.313
-0.648
-0.8682
1.0361
2.1601
0.1695
0.7942
-0.6949
-0.0796
-0.6706
0.872
-0.3099
0.4807
0.9823
-2.2842
0.2181
0.9248
-0.8656
0.4947
-1.2312
0.2038
-0.272
-0.4812
-1.0978
0.548
0.4789
-0.5959
0.3201
-0.9654
0.4865
-2.4355
2.2237
-0.6764
0.3196
2.4431
0.1415
-1.1248
0.6161
-1.4292
0.1422
0.345
1.926
-0.4096
0.1795
0.0466
0.726
-0.296
-0.4665
-1.9158
-2.6206
-0.7893
-0.6468
-0.366
-0.0518
0.5158
-0.5257
0.4392
0.6598
0.2365
-0.1969
4.5041
3.8543
-0.4959
0.4105
-0.349
-0.6469
-0.2927
-0.707
-0.1487
0.5177
0.0318
0.5167
0.4822
0.2894
0.1658
-1.9971
-0.0557
1.024
-0.1477
0.0213
-1.0527
-1.0758
-1.0635
0.0568
-0.7229
1.821
-1.384
-0.0332
1.271
0.111
0.6484
-1.7488
-1.3269
-0.5819
-0.5709
1.0726
-0.4429
-1.1054
0.3115
-0.0476
0.3184
-0.3476
1.5941
-0.3056
1.1883
0.2105
-0.4697
-0.273
-0.5165
-0.6333
0.036
0.2155
1.0724
0.5115
1.0655
1.0778
2.0688
0.8355
72.366667
0
176
38.78
MASTECTOMY
Breast Cancer
Breast Invasive Ductal Carcinoma
Moderate
1
LumA
1
Positve
Positive
3
NEUTRAL
Negative
Ductal/NST
1
Pre
1
Right
7
6.072
IDC
Positive
1
ER+/HER2- High Prolif
36
2
Living
-0.2048
-1.2539
-1.7408
0.2214
-0.0545
0.9722
0.8895
0.9785
-0.3633
-1.1611
0.3001
0.2739
0.3333
-0.1471
0.7378
1.7497
0.8627
0.787
-0.4512
-0.473
0.1905
0.8619
0.9145
-0.3072
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-0.1888
0.6007
-0.1421
-0.0364
0.5436
-0.4574
-0.0996
-1.166
0.2413
1.3561
0.8392
0.5916
-0.3733
-0.0741
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-0.2054
1.7608
-0.4469
-0.0024
-1.2163
0.9167
0.6409
0.081
-1.5897
-1.711
0.0889
0.5312
1.3302
1.6839
-0.1304
0.133
-0.7085
0.1359
-0.1998
0.0618
-0.7488
-0.1925
-0.119
-0.0654
0.6358
-0.1243
-0.2866
-0.2415
0.0636
-0.6334
-0.636
0.5836
-0.188
0.0169
0.1457
0.4516
-0.3994
-0.5256
-0.2301
-0.8748
-0.3447
-0.4022
-1.0744
-0.0541
0.7849
0.0762
0.5955
-1.7391
-0.8443
1.3924
-1.6194
-1.9016
-1.0664
0.8918
0.682
-0.1261
0.5624
0.037
1.5066
1.8103
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-0.3427
-1.6051
-1.9455
0.0347
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-0.4208
0.3747
0.308
0.7166
0.1118
-0.2123
-0.8127
-0.6073
-0.0178
-0.6662
-0.6564
0.414
0.7068
1.4053
1.0774
1.1964
-0.3498
0.4501
-0.774
-0.5917
0.4755
0.0406
1.1089
0.2629
0.5514
1.4201
1.804
-0.6757
1.321
1.4771
0.8264
0.3584
0.0493
1.2884
-0.9668
0.679
-0.3852
-0.5764
-0.0433
2.5409
-0.8417
-0.0121
-0.1663
-0.3283
0.6678
0.7791
-0.0375
0.6762
0.1026
-0.0381
-0.7526
-0.2439
1.2473
0.1031
0.5293
0.0882
0.864
-0.1532
-0.8368
-0.8117
0.5859
-0.9034
-0.1396
-0.8825
1.5
0.5419
0.0995
0.0788
0.8466
-0.5022
-0.1602
-1.2762
0.9704
1.2551
1.2416
-0.8234
0.2304
-0.2747
0.2076
0.1457
0.2129
0.4572
0.3918
-0.7525
-0.4753
0.0309
-1.0782
0.1198
0.9776
0.6457
0.3117
0.45
-0.9475
0.6282
-0.0661
0.0003
-0.8855
-0.3826
0.0563
-0.4836
-0.8988
0.1704
-1.0679
0.6067
0.9731
0.1504
-0.7547
-1.442
-0.6696
-0.0897
-0.503
-0.2501
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-0.3493
2.2149
0.482
-1.5306
-0.6754
-1.1069
-1.6576
-1.2861
-0.201
-1.0928
1.0697
0.207
1.0489
-0.3166
-0.6114
1.4411
-0.6511
0.5121
0.337
0.4581
0.3603
-0.2036
-0.8571
0.6018
-0.6322
0.678
-0.7541
0.1422
1.1474
-0.299
0.3486
0.3489
0.2435
1.2834
1.9539
1.1085
-0.0708
-1.2564
1.4234
0.3346
-0.265
0.2895
-2.4761
-0.4956
-0.3331
0.3683
0.6019
0.3214
1.3839
-0.3067
-0.428
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0.2703
-0.4687
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0.9686
0.6489
-0.3626
0.2622
0.1654
-1.0528
1.2159
-0.392
-0.3405
-1.3254
-0.9637
0.3279
-1.0763
0.0694
1.3072
-0.3769
0.121
-0.2162
0.9859
0.4007
-0.3291
1.4191
0.358
-0.9081
0.1416
-0.2205
0.31
0.0622
-0.8724
-0.122
-0.9358
0.2963
-0.0288
0.9138
-0.2805
-0.3678
-0.0441
1.1004
1.1908
-0.284
-1.2441
-1.2575
0.3444
-0.6804
0.8257
-0.0283
-1.107
-1.3127
0.1933
-0.403
-0.3807
-0.0858
-0.7392
-0.0622
0.2122
-1.1788
-0.9056
0.0648
-0.6468
0.649
1.7601
-0.3988
-0.3499
-0.7617
-1.1452
-0.2207
0.346
-0.4379
-0.4263
1.1275
-0.4691
0.043
-0.3956
1.1572
-0.881
0.3107
-0.1226
1.3675
-0.504
-0.0824
-0.6818
-0.1215
1.5314
0.69
1.3325
0.8437
2.1928
-0.434
-0.4255
0.5262
-0.8502
0.2418
0.0142
-0.4006
-0.9749
0.7004
0.901
-0.4203
-0.1334
0.6592
0.6259
-0.5688
0.2767
2.1031
-0.1129
0.4417
0.2102
-1.5616
-0.2819
-0.7124
0.0855
-0.5322
0.4288
-0.7645
1.0351
-0.1134
-0.818
-0.9073
-0.656
-1.231
1.0995
0.5258
-1.5465
-0.4987
-0.7186
-1.0785
0.8339
-0.0828
0.1363
1.9046
2.0858
-0.3968
0.5803
0.2864
1.2063
0.1396
0.2134
0.1053
-0.3565
-0.4681
-0.2227
0.7559
0.7768
-1.1149
-0.894
0.5132
0.0739
0.4817
-0.477
0.0054
0.0683
0.4466
2.3114
0.3769
0.5104
0.1423
0.2405
-0.1961
0.3083
-0.1598
0.3287
1.9791
0.7115
-0.7549
-0.1412
0.9994
0.9927
-1.0913
-0.2003
-0.9522
0.0934
3.0443
0.3321
-1.0985
0.3883
1.0475
0.7037
-0.8669
-0.9043
0.6181
-0.8369
-0.6945
0.1686
-1.196
-0.8744
0.6953
-1.8808
-1.5607
-0.8761
-0.3339
-0.3866
1.5862
-0.687
0.1399
-0.2858
1.5222
-0.7066
0.898
0.7415
-0.8253
0.1584
0.6505
2.5514
0.0273
-0.1131
-0.4912
0.2716
-1.3303
-0.5253
-0.874
0.2546
-0.1168
1.2691
113.433333
0
177
85.94
MASTECTOMY
Breast Cancer
Breast Mixed Ductal and Lobular Carcinoma
Low
0
LumA
1
Positve
Positive
2
NEUTRAL
Negative
Mixed
1
Post
6
Left
2
4.088
MDLC
Positive
1
ER+/HER2- Low Prolif
44
2
Died of Other Causes
-0.6247
0.9146
-0.0536
-0.0933
0.0326
-1.7125
-1.0493
-0.6886
-0.5311
-1.7056
0.328
-1.2161
0.4681
-0.8648
-0.9311
0.8325
-1.1864
0.3443
0.0356
0.999
1.2527
-1.64
-0.8828
0.0384
-1.4479
-0.9053
-0.5243
-0.8128
-0.9333
-0.3148
-0.3827
-0.4966
0.5576
0.2118
0.9844
0.6862
2.2886
0.3646
-0.2278
-1.0767
-0.2424
-1.0905
0.3045
-1.6277
-1.5813
-0.5678
-0.7723
0.3461
-1.0502
-1.5042
-0.76
0.9987
1.5707
0.9729
0.5693
-0.4799
0.0543
0.7076
-0.8543
0.3699
1.0927
-0.2629
-0.4332
0.6434
-0.6921
0.3675
-0.6029
0.1139
-1.1811
-0.5472
0.0601
-1.2453
0.5664
0.0992
-0.6747
-0.4454
1.1946
-0.2529
0.302
-0.4429
-0.5603
-1.4424
-0.1345
-0.4498
-1.5249
0.0299
-0.9922
-0.166
-1.0046
-0.9437
0.0339
0.4063
0.3925
0.0183
1.2625
1.3365
-0.1007
0.072
0.1773
0.406
1.3522
-0.5859
-0.6259
-0.7421
0.5302
1.0734
-0.1973
-0.3785
0.3308
1.26
0.9269
-0.4253
0.0551
-0.4926
-0.5924
-1.1007
1.0455
-0.9093
-0.4329
0.9679
-1.2218
0.0777
0.3543
0.1209
-0.2815
0.9312
0.6234
-1.2402
-0.4288
-0.586
0.3294
-0.0423
0.5329
-0.7926
-0.45
-0.595
-0.035
-0.7077
0.3075
1.3589
0.5211
-0.5906
-0.8782
-0.1402
0.3486
0.2506
0.7191
-0.2906
0.8325
-0.1616
-0.6615
0.6078
-0.0883
0.3361
2.3787
-0.8097
0.0019
0.6561
1.0467
0.2124
0.4335
1.2284
-0.4092
1.0508
0.2209
0.6898
-0.9594
-0.341
1.3096
-0.9743
-0.4031
-0.8321
0.2552
0.2671
-0.6008
0.5332
-1.0367
-0.093
0.5198
-0.3349
-1.3419
-1.0776
0.5185
-1.0527
0.1179
-0.4971
-0.2258
0.2358
0.6291
-0.4701
0.2218
0.5536
0.7571
0.6157
-0.3151
1.676
1.6928
-0.6086
0.4788
-0.3869
-0.9946
-0.7485
-0.9397
0.3395
-0.3481
0.0308
0.2197
-0.5176
1.8512
0.7536
-0.739
0.3647
-0.6211
1.3407
2.0286
0.3672
0.3484
0.259
-0.4892
-0.0094
0.7846
1.3749
1.0076
0.462
-0.4061
0.0202
-0.468
-0.6864
-0.2753
-0.328
-1.157
0.6851
0.9219
1.2665
-0.4257
-1.1303
0.6447
-0.2645
1.2495
-0.4441
-0.4017
-1.077
-0.5114
0.003
0.413
1.0882
-0.1364
0.4219
1.2881
-0.6718
-0.7678
-0.4369
-0.7662
0.7415
-0.5183
-1.0198
-0.4048
-0.6048
0.8414
0.1534
0.8915
-0.9793
-1.4979
0.5546
0.0841
-0.4419
1.8144
3.0859
0.6205
-0.3093
-0.3528
-0.7456
-0.514
0.9526
-0.9689
-0.5307
-1.1836
-0.1056
1.8452
-0.1568
0.0365
-0.5411
-0.1164
-0.3047
0.5339
-0.6354
1.8215
-0.2626
-0.2116
-0.1046
-0.3493
0.4006
0.2447
-0.1881
0.7091
0.3037
-0.4563
-0.4604
-0.5232
2.4026
-0.3885
-0.0058
0.917
-0.1906
-0.2526
0.5051
-0.1684
-0.611
1.2771
0.9911
0.0212
1.034
1.5797
0.2576
0.9082
0.5185
0.0124
-0.6561
-1.1887
-0.8812
0.4461
-1.027
-0.8036
0.0606
1.0903
-0.3808
0.093
0.912
-1.2517
-0.5251
1.6084
1.6058
-0.511
1.0254
-1.4709
-0.3443
-0.0425
0.6287
-0.497
0.2178
0.649
0.2996
1.82
-1.3808
-0.6141
1.1651
-0.4596
-0.2226
-0.5533
0.159
0.5133
-1.2839
0.0011
-0.6379
-0.6479
-0.4814
-0.1372
-0.9001
1.3335
-0.5477
0.1789
0.2289
-1.0368
-0.9824
0.0978
-1.2142
-0.7862
-0.7447
0.3021
0.7031
-1.5074
0.6976
-0.9697
-0.4175
0.5929
-1.197
0.7638
1.8541
-0.3172
0.1291
0.2274
-0.4381
0.5641
-1.0125
-0.2863
-0.7376
-0.0646
-0.5419
0.4257
-0.5918
-1.0834
-0.3348
0.6423
-0.661
0.321
0.5909
-0.1426
-0.2005
-1.149
-0.4645
-0.6803
-0.9449
0.764
1.3772
-0.0971
0.0713
-0.4591
-1.3338
-0.6065
0.1407
0.2269
-1.3547
0.424
-0.1531
0.5941
0.9343
-0.7922
-0.701
-0.6906
-0.5535
-0.007
-1.1928
-0.1318
-0.2421
-0.2473
0.2949
-0.2368
0.2944
1.182
0.0152
0.028
0.8001
0.4259
0.7581
-0.1066
0.2549
0.1081
1.3156
0.5883
-0.0161
0.6866
1.2853
0.082
0.2883
-0.4238
0.1847
-0.683
-0.2395
-1.1234
-0.7306
-0.2181
0.9565
-0.2112
0.2946
-0.0327
-0.2869
-0.7302
0.3283
1.0594
-0.996
0.8759
-0.3518
0.4576
-0.0784
0.3012
-0.2537
0.3638
0.0378
-0.5204
-0.4674
0.8828
0.8185
-0.8941
-0.4223
-0.148
-0.0821
0.4902
0.6126
0.0911
1.0003
0.7408
-0.0975
0.066
0.6925
-1.1984
-0.4592
-0.5628
-0.2193
2.5006
45.6
1
178
74.63
BREAST CONSERVING
Breast Cancer
Breast Invasive Ductal Carcinoma
High
0
LumB
1
Positve
Positive
3
NEUTRAL
Negative
Ductal/NST
1
Post
1
Left
0
4.042
IDC
Positive
1
null
21
2
Died of Disease
0.0929
-0.8482
0.5798
-1.7347
-1.9164
-0.5671
1.791
0.7126
-0.2402
-0.9072
-0.6649
-0.7365
-0.9286
0.4354
-0.961
1.7962
-0.5185
0.9457
1.4447
0.4162
-0.1026
-0.5191
0.5946
0.2257
0.1342
0.4381
0.7535
0.2432
-0.4024
-0.6812
-0.7213
-1.0761
-1.0486
0.1189
-0.6095
0.8825
-0.3764
-2.0818
0.0598
0.5734
1.3917
0.978
0.7222
-0.3452
0.1828
2.011
0.2713
0.3058
-0.11
0.9184
0.0112
-0.0617
-0.922
-1.5266
-0.3839
0.7502
1.3583
0.3533
-1.4264
0.0679
-0.5198
-1.3395
-1.8675
0.661
-0.6347
-0.7163
0.8573
0.2632
-0.1793
0.4531
-0.1941
0.0183
1.0849
-1.8271
0.364
0.3672
1.2709
0.3268
-0.3394
0.039
1.1832
0.8582
-2.0736
-1.8384
0.1546
-0.0596
-1.9801
-0.5627
-0.6184
-1.6129
0.6621
0.7333
1.6087
-1.9408
-0.4229
0.7786
1.7239
-0.375
-0.9763
-0.8925
0.8471
-0.0063
-1.3183
-0.0153
1.514
-0.2868
-1.2933
1.839
-0.6556
-1.6391
0.4419
-2.1451
-0.3013
-0.869
1.097
-1.4495
2.8911
-2.3398
0.091
0.8207
1.9224
0.5673
-0.2557
0.03
-0.9511
-0.1641
-0.6554
-0.9446
-0.7157
-0.77
0.1236
-0.7153
-1.0039
1.7751
0.1752
1.4053
-0.09
0.7373
0.5101
-1.23
1.1165
-0.4278
1.7108
2.3879
-1.1976
0.5752
-0.6616
-0.1701
-1.5036
-0.5705
-0.6927
1.8224
-0.751
0.5305
0.6867
-0.1402
-0.0094
-0.1333
0.1825
0.0065
-0.2533
-0.3582
-0.9221
0.0707
0.3396
-2.0371
-1.3438
2.4967
1.7948
2.0293
-1.0994
1.058
-0.1302
-0.575
0.2394
-1.3214
0.2463
0.2611
0.1188
-0.1203
1.8492
-2.848
-0.8752
-1.7938
1.6256
0.3997
-0.4012
-1.0347
0.8051
-1.4426
0.461
-2.5408
-0.3837
-0.6961
1.0865
2.9379
-0.9416
-0.2699
0.3181
1.2641
-1.7977
0.3147
1.2291
0.9489
-0.4544
1.4584
1.0644
1.7654
-0.0114
-0.1188
-0.2537
0.1277
-0.4011
-0.3609
-0.2837
1.0025
-0.6796
-0.0704
-0.177
-0.1315
-0.3636
-0.3985
0.3955
1.0355
0.6985
1.4002
-1.8592
-1.5991
0.7312
-0.8679
0.3916
-0.8311
0.0497
1.0825
-0.4478
-0.5073
-2.1265
-1.1322
-1.304
-0.4056
0.4221
1.2045
-0.0443
-1.009
1.1135
-0.4105
-0.8795
-0.5214
-1.6734
0.2188
-0.3416
1.432
0.5237
0.498
-0.0163
1.7373
-0.169
-0.8162
-0.2365
-0.8974
-0.5886
0.1557
-0.4238
0.1094
-0.1839
-0.7417
-1.4046
-2.1227
-0.7612
-0.9832
-1.416
-0.5438
-1.2688
-0.6784
3.2966
0.9
0.6149
0.0043
0.1441
0.7067
-0.1589
0.3127
-0.9896
-0.354
-1.1014
0.8443
-0.6719
-0.5994
-0.4216
-0.2731
-0.8082
-0.2575
2.9598
0.6386
-0.6068
-0.6016
-0.542
-0.5276
-1.2751
0.6594
0.2977
-0.9784
1.1054
1.1119
-0.9631
-0.1102
4.4144
0.9291
-0.3872
-0.8964
0.2186
-1.0366
-0.8138
-0.1803
-0.5286
0.3798
0.4353
-0.4184
0.5919
-0.4283
-0.5127
-0.1305
-1.7809
-1.9373
0.261
-1.5303
-0.0407
-0.4602
-2.2324
0.2844
0.2588
0.3097
-0.2262
0.3975
1.1443
0.9297
-0.7262
-0.5797
0.7935
-0.0281
2.1521
-1.1269
0.0445
0.8969
-0.4396
-0.9443
-0.4742
1.0145
-0.4469
0.3461
1.4196
0.3478
-2.248
-0.4534
-1.9098
-0.2629
-0.1503
-0.29
-0.3509
-1.0053
-0.5212
-1.5121
-0.2401
-0.1026
-0.5655
0.1311
-0.4244
0.368
0.4988
-0.4875
-1.431
0.098
-0.4905
-0.6116
1.8606
0.768
-0.3203
-1.4458
0.9682
-0.8314
0.1217
0.5522
0.0208
-1.6315
-0.5446
-0.6915
-0.8598
0.9467
-0.516
0.1162
0.3135
-2.1047
-0.6185
-0.4006
-1.2592
-0.6186
-0.2779
0.2038
-1.9344
-0.1549
-3.5067
-0.8388
0.7931
0.2918
0.045
0.6121
-1.4783
-3.289
0.6471
-2.1327
-0.1226
0.2495
0.0364
0.7812
-1.3252
-0.443
-0.8768
-0.8856
0.0915
-1.4047
-0.1153
-0.547
-0.0299
-0.1748
-1.2416
-0.5292
0.6832
-1.7526
-0.1728
1.2494
-0.0007
-0.0891
-0.0636
0.2051
-0.0741
-0.3094
0.9928
-0.8102
-0.5868
-1.1431
-0.3311
-0.6703
0.0369
0.6096
-1.1062
0.3553
-0.4819
0.0467
-0.1381
-0.8657
2.2137
0.2651
-1.0983
-1.3777
1.2589
-0.7394
-1.1156
1.9071
-0.3683
-1.2031
-0.7147
-0.6524
-1.2142
1.1059
-1.6095
0.4086
0.759
1.5315
-1.3184
-0.6707
-1.093
-0.5114
-0.9938
0.5201
0.7029
-0.9278
0.6015
-0.2215
-1.6191
-0.1291
-1.64
-0.7737
1.1695
-0.4291
-0.8453
0.028
-0.2132
-0.2792
-0.6335
104.466667
1
179
56.39
MASTECTOMY
Breast Cancer
Breast Invasive Ductal Carcinoma
Low
1
claudin-low
1
Negative
Negative
3
GAIN
Negative
Ductal/NST
0
Post
4ER-
Right
7
6.068
IDC
Negative
1
ER-/HER2-
34
3
Died of Disease
-1.1549
-0.9819
-1.6984
0.5203
0.3781
0.281
-0.7184
0.4814
-0.5935
-2.0762
1.1372
-1.2229
-0.1659
-0.5499
-0.7984
-0.494
1.5557
0.3856
-0.3695
1.7791
1.5028
-0.8553
0.6105
-0.3936
-1.3381
0.9306
-0.5134
-1.2107
-0.625
-1.0525
-0.1106
-0.0098
2.124
-0.4228
-1.2914
1.1308
3.3611
0.6657
-1.3141
-0.6524
-0.3458
0.7005
-0.2252
-0.0259
-1.2974
0.0762
-0.2323
1.5859
2.6333
0.9349
0.7173
0.8827
1.4896
1.7847
-0.2097
-0.3281
0.2705
-1.0393
-0.7117
-0.6549
-0.5315
0.0232
-1.0791
-0.336
-0.2322
0.7756
-0.3413
1.4398
0.7032
-0.1272
0.0734
-0.4366
1.3582
-0.2127
-0.7193
0.3754
0.1559
0.8265
0.8198
-0.5203
0.6527
-0.2724
0.1167
-0.5175
-1.7788
-0.0946
-0.4959
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2.9816
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1.1026
1.3024
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1.8579
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0.1913
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2.1083
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1.8272
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1.7883
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1.0169
2.0753
0.1338
2.41
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1.9887
0.4193
0.204
-1.1054
0.1832
0.8039
-3.0779
-2.3601
2.3258
-0.029
1.3257
-0.6255
3.6197
1.0491
1.3018
-0.2097
1.0041
-0.2198
-0.3909
1.6233
0.5944
-1.7425
1.8316
-1.5103
0.2927
0.0155
-1.5133
0.8238
0.7196
-0.3493
-0.8088
0.3868
-1.1256
0.884
0.1517
0.3855
-0.3787
-1.9202
-0.6733
1.5608
-0.8598
2.2113
1.1113
0.7633
0.8982
0.3605
-0.676
-0.7345
1.5429
-0.8385
-0.2987
0.117
-1.3
-0.5982
-0.5335
-1.308
-0.5344
-0.9519
0.0828
-0.5768
2.6717
-0.6691
1.8492
1.8912
-1.6932
1.24
-0.1011
0.3083
-1.5005
0.4203
0.8479
-0.3342
0.0866
0.9841
-0.3892
0.5977
0.6939
-2.2979
0.5417
0.594
1.5798
1.2233
0.745
0.5179
-0.7878
0.8281
-1.7169
2.4068
-1.414
-2.4751
-0.1764
-1.4117
0.8156
0.0817
0.617
0.2986
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0.8726
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3.4589
1.0337
0.1746
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0.2773
1.8073
0.6827
1.0764
0.2152
0.2308
1.0427
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0.3536
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2.1264
1.2564
-1.6767
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-1.7166
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0.0559
0.6432
0.5824
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0.8241
1.181
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0.7291
0.6627
0.7124
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2.8659
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0.0999
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2.2764
2.8014
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1.539
0.6799
0.6469
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1.2718
0.2199
1.7424
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1.2192
0.7359
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1.2294
0.2376
-1.1156
-0.9191
0.3604
-1.0538
-0.232
-1.037
0.9227
1.8407
-1.4893
0.6935
0.2854
0.5981
0.1792
-0.3582
1.1444
0.6019
4.3643
-0.3949
-0.3196
-1.1635
0.0196
4.1573
-0.2998
1.4649
-0.5697
-0.1426
-0.6142
2.0751
-0.2923
0.2994
2.3723
-1.2413
-0.8138
-0.3413
-0.4069
0.2858
-0.9514
0.597
-0.3614
2.2948
-1.2968
1.86
0.1548
-0.1329
-0.8866
2.9302
0.0409
-0.0766
-1.0182
-0.2946
0.3704
-0.7711
0.263
0.9173
-1.6429
3.0484
-0.8666
0.5301
0.2141
1.1561
2.1392
1.2812
-0.056
-0.6736
0.2567
-0.5419
-1.0184
1.4592
0.4871
-1.2813
0.2521
1.41
0.2407
0.6356
0.1554
-0.0754
-0.7239
-1.458
5.3099
0.0931
1.7608
0.1995
-0.1099
-0.1775
0.3667
-0.9072
2.5204
-0.8779
-1.7971
-1.4961
-0.8632
0.6558
1.2202
1.8151
-0.8156
0.3861
1.0199
0.8601
1.5441
-0.4757
-0.0569
-0.2941
1.4909
-0.3473
1.0265
2.362
0.8887
2.6394
0.5025
0.2232
0.0292
2.0607
-0.0118
-1.5069
-1.0678
-1.594
2.4289
0.1914
0.3237
-0.3228
1.3349
0.279
-0.12
-1.4961
-0.9268
-0.4564
-0.0668
0.8748
-1.0428
1.4073
1.1381
-0.5427
0.2618
-1.1589
-0.5762
1.0738
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0.3962
-2.1529
0.3628
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1.232
-0.6703
1.6117
-0.9562
0.1083
0.6439
-0.7734
-1.5194
-0.2773
-0.3195
0.7196
17.933333
1
180
51.69
BREAST CONSERVING
Breast Cancer
Breast Invasive Ductal Carcinoma
Moderate
0
LumA
1
Positve
Positive
2
NEUTRAL
Negative
Ductal/NST
1
Post
8
Right
0
3.036
IDC
Positive
1
ER+/HER2- Low Prolif
18
1
Living
0.1591
2.177
1.1634
-1.4406
0.6747
-0.1136
1.2413
-0.3959
0.3934
-0.3879
0.5666
0.2983
1.0712
-0.6069
-1.1055
0.4012
-0.3301
0.7159
1.4843
0.6206
-1.4051
-0.1206
1.3695
-0.2293
-0.971
-1.0416
-0.5009
0.9492
-1.3099
-0.2153
-0.2339
0.3087
-0.8214
0.1228
1.0636
-0.6209
0.9453
-0.4755
-0.7039
-1.2234
-1.3717
-1.202
0.3071
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0.8449
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0.2778
0.0164
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0.6829
-0.9437
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0.7587
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0.4232
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0.4036
0.979
-0.2912
-0.7926
3.2248
-1.6066
-1.6531
1.4005
-0.0601
-0.8995
0.4711
0.3068
0.782
0.1258
-0.3582
-0.9616
-1.48
0.8398
0.9585
-0.5707
1.53
0.1788
-0.0873
0.8774
-0.3712
-0.5644
1.0955
-0.0407
0.1535
0.8411
0.1209
-1.2973
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2.0824
0.6008
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2.5938
0.2322
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0.442
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1.2932
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0.6858
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1.5634
-1.0198
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2.0631
-0.0167
1.1737
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0.5714
1.1155
0.8039
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1.0733
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0.1708
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1.301
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1.9133
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0.1379
1.8946
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-0.244
1.0017
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-0.4121
-0.3955
1.1429
-0.6756
-0.5058
-0.15
-0.3587
0.9691
0.1275
0.3654
-1.2877
-0.1501
-0.7569
-0.7375
-0.7958
0.0215
0.4225
0.3552
-1.4569
-0.7709
-0.6839
1.0237
-2.3399
0.7548
-2.0676
-1.5678
-1.2483
-0.3826
-0.1212
-0.3763
-2.6718
-1.3805
-0.7032
-1.2064
-0.8821
-0.4305
-0.6682
0.0865
-0.0318
-0.7808
0.087
-0.4596
-0.378
1.2077
1.2527
-0.7479
-0.5099
1.0472
-0.3773
-0.219
0.9057
-0.3248
0.5122
0.4241
-0.329
1.1836
0.2043
0.3982
-0.2585
-0.0675
-0.1521
-1.8035
0.5383
-1.1223
-0.2804
-0.234
-1.6272
-0.1497
-1.468
-0.1869
0.4077
-1.0457
-0.7916
0.246
1.3484
0.511
-1.4791
0.2459
0.9625
-0.4943
-0.3634
0.0048
-0.1599
-1.7981
0.1431
-1.4012
0.0367
-0.4486
-0.8444
0.9565
-1.1189
-0.9135
-0.1359
1.7085
1.7456
0.9298
-1.2724
1.7917
-1.0628
0.8701
0.8262
-1.7396
-0.7567
0.3066
-2.2407
0.7806
-0.6631
1.0258
-1.2551
-0.4383
0.219
0.0238
0.3617
-0.6993
1.3098
-0.2968
0.5723
-1.3895
0.1336
-0.3959
-0.6172
0.9782
-0.3996
0.2375
-1.4732
0.5698
-1.0361
0.9461
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1.2571
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1.199
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0.2573
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0.6361
0.0267
0.0839
2.3786
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0.1986
1.3391
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0.0384
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0.2701
1.3062
0.5736
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2.1846
-0.7409
0.9662
0.3451
0.5786
-1.0213
-1.1656
0.0027
0.7542
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0.1027
0.1502
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0.6302
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0.1459
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0.427
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1.2191
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0.3954
0.5595
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0.1674
-0.171
0.0354
1.94
0.514
-0.3559
2.3371
-1.555
2.6693
0.9115
0.104
-0.774
0.0822
-1.0824
1.1644
0.7418
-0.8299
1.5966
-1.4305
-0.3113
-0.7383
0.2317
0.174
-0.6911
0.2543
-0.8844
-0.6821
0.0001
-0.0217
1.4648
1.6484
0.463
-0.2711
-0.7636
-1.9474
0.0169
-0.7056
-1.7029
-0.9441
0.8824
0.0679
-1.0912
-0.7019
-0.5417
-1.5762
-0.9632
0.7888
-1.4601
-1.0947
-0.3514
0.2602
-1.0402
-2.6913
0.9184
-0.6406
-0.0093
-0.7807
-1.5838
-0.4818
1.8607
-0.172
0.3673
-0.8041
0.0879
-0.2552
0.9837
2.1644
0.2768
0.1088
1.4669
0.4278
0.3635
-1.4957
-2.5743
-0.0905
0.1125
-1.1348
-0.4728
0.0659
0.7942
2.5022
-0.4612
-0.058
0.0716
1.2879
0.3659
-0.6883
-0.6408
-0.0043
0.5692
0.7336
0.6461
-0.0748
-0.9462
-1.0234
0.1937
-0.4829
-0.2087
0.7633
0.7284
-1.0894
-0.5457
1.3282
0.1148
0.2779
-0.3851
-0.5661
-0.843
0.5079
-0.4611
-0.6039
-0.1337
0.6766
-0.1354
0.1375
-0.702
0.4749
-0.1672
-0.5852
-0.6005
0.2862
-1.2401
0.8618
1.7835
2.1318
0.7744
-0.9767
0.4118
-1.6819
-0.3467
0.7985
-0.9606
-0.8372
-0.7247
1.3098
0.0231
-1.0429
1.3699
-0.5632
2.2182
-2.2274
0.5522
-0.9987
0.3137
0.5765
-0.2869
1.158
0.6517
0.7043
-1.2253
0.2198
-0.6773
-0.6027
62.333333
0
181
68.45
BREAST CONSERVING
Breast Cancer
Breast Invasive Ductal Carcinoma
Moderate
0
LumA
1
Positve
Positive
2
NEUTRAL
Negative
Ductal/NST
1
Post
7
Left
1
4.042
IDC
Positive
1
ER+/HER2- Low Prolif
21
2
Living
-0.8184
-0.9188
-0.1209
0.1121
0.4817
0.3904
-0.3383
-1.041
-1.7263
-0.965
0.8159
-1.3491
0.5851
-0.2584
-1.0662
0.8081
-0.3731
-0.2495
0.5067
0.555
-0.4887
-0.7476
-1.2317
0.7777
-0.7411
-0.6863
-1.2804
-0.0698
-0.338
0.1284
-0.0234
-0.4452
0.8231
-0.6731
0.0491
0.9775
1.9997
-0.0226
-1.7914
-0.8928
-1.0534
-0.3123
1.1078
-0.9502
-1.0717
-0.8018
0.3791
0.8951
0.391
-1.1374
-0.8899
0.749
0.8239
1.1887
-0.0573
0.0494
-1.1572
-0.0015
-0.3348
0.4816
-1.1696
-0.1561
-1.4579
0.5449
-1.4228
0.483
-0.3769
-2.1961
1.4075
-1.396
0.3563
0.1096
1.5882
-0.3207
-0.0179
0.3316
0.6035
-0.5517
0.6693
-0.6046
0.4129
-0.7304
-0.8652
-0.4529
-0.694
-0.7175
-0.0555
0.5723
-1.3111
-0.1064
-0.6037
-0.0147
0.9716
-0.7363
1.2956
-0.0925
-0.5409
0.5733
-0.2299
-0.1623
-0.3676
0.8273
-0.2229
0.5299
-1.0732
-1.0485
-0.1174
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-0.423
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-0.4593
0.2801
-0.0099
-0.6385
-0.774
-1.395
0.6585
-0.7091
-1.1133
0.1083
0.7176
0.2032
0.6978
-0.6214
0.0255
-0.9584
0.812
0.2169
0.9078
0.5901
0.1646
0.4554
0.0775
0.3456
-0.9308
-1.2422
-0.3654
0.6307
0.0275
-0.2045
-0.5124
-0.1236
0.1878
-0.3608
1.0334
-0.1655
0.8362
-0.0666
1.3623
0.5722
0.0906
0.2373
-0.9228
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-1.0217
-0.2055
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0.197
-0.2041
1.6744
0.3568
1.0403
-0.2725
0.0747
-0.1764
0.5112
0.1551
-1.0183
-0.0014
-1.0323
-0.6408
-0.0234
0.2293
-0.1519
1.4077
0.0772
-0.0823
0.2777
-0.2376
-0.5493
0.7076
-1.4327
-0.3297
0.4995
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0.2731
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0.2108
-0.4081
-0.8267
-1.2923
0.3849
1.3017
-0.3926
-0.7662
0.7747
0.0516
-0.1313
-0.5028
1.129
-0.5775
-0.2169
0.3476
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0.285
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1.4946
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1.9133
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0.7961
0.3474
2.7922
0.424
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0.453
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0.5033
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0.4466
0.8436
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0.2795
0.731
1.4572
2.6794
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0.6737
0.8294
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0.6831
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0.5234
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0.04
0.4611
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0.1812
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1.3842
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1.3386
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0.9376
1.8677
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1.4817
2.1876
0.4867
0.0016
0.4579
1.0387
1.0924
0.0321
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0.6243
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1.009
0.8698
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1.1282
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-0.2868
-2.0022
-0.3478
-0.2828
0.4
-0.4896
0.7886
-1.0815
-0.4793
0.1729
0.4668
0.919
0.0116
0.8522
1.2926
-0.4195
0.5897
-0.8388
-1.2269
-1.2881
1.1789
-0.8897
1.3565
0.033
0.9338
-0.2286
-0.2932
-0.287
-0.6819
0.814
-1.3208
0.2707
-0.0614
-0.5033
-0.6361
-1.1119
-0.0923
-0.1972
0.2403
-0.8805
1.1421
0.2323
-0.1444
0.2406
-0.2802
-0.8039
-0.41
-0.3293
-1.147
0.215
-0.655
-1.3988
0.3614
-0.3538
2.4117
-1.7148
0.4431
-0.6946
0.2793
0.5822
0.1156
0.3169
-0.1222
0.965
-1.2212
-1.0769
0.5741
0.3488
-0.086
0.0224
1.0511
0.0985
0.8354
0.977
0.9415
0.246
-2.6242
0.9211
1.4341
0.525
-1.0388
-1.5881
-0.7286
-0.3247
-0.2989
0.6463
-0.5403
0.4058
-0.0548
-1.119
0.7582
0.6482
-0.1376
0.534
1.1697
1.0273
1.1225
1.1769
0.5858
-0.3091
0.1202
1.2207
0.9275
0.4547
-0.2655
0.6398
1.1819
0.242
-0.988
0.1731
-0.4508
-0.4191
0.2497
0.7598
-0.617
1.1115
0.7724
0.4908
-0.1927
-0.4025
0.3807
-0.0133
-0.5993
-0.3912
0.751
-0.4074
-0.3035
-0.2495
1.1504
0.2168
-0.8542
1.214
-0.0494
-1.1496
0.2782
0.3705
1.3169
-1.442
-0.2628
1.6102
0.6257
-0.483
0.4379
-0.264
0.8593
-0.7555
0.6984
-0.2444
0.3361
0.9141
-0.6783
0.1084
-0.1272
85.966667
0
184
68.41
MASTECTOMY
Breast Cancer
Breast Invasive Mixed Mucinous Carcinoma
Moderate
0
LumA
1
Positve
Positive
2
NEUTRAL
Negative
Mucinous
1
Post
4ER+
Left
0
3.05
IMMC
Positive
0
ER+/HER2- Low Prolif
25
2
Living
-0.8774
-2.5584
-0.7524
0.055
-0.5285
-0.3757
0.4528
-0.3309
0.784
-1.7942
1.6988
-1.8597
1.7557
-0.7062
-0.0976
0.2888
2.1793
1.1569
0.8803
-0.7785
0.9641
-0.9332
0.0921
-0.6945
-1.1814
-0.0506
-1.0018
-2.3193
-0.2914
0.4229
-1.0082
2.5522
-1.7174
-0.4989
-1.9357
1.6453
0.1132
0.7418
-2.2717
-1.4082
-0.3243
0.6484
0.9743
-0.4966
-0.6539
-0.7647
-0.9814
0.4205
-0.0527
-1.7289
-2.3468
1.2642
0.1468
1.3321
0.1531
0.8182
-0.3728
-1.6418
-1.1298
1.4406
-1.7023
-0.5056
-0.2697
0.3534
0.4356
-1.2363
-0.3204
0.1909
0.2197
-1.6675
1.1212
-0.1907
0.4282
-1.4496
-2.3144
0.2624
0.5844
1.3303
-0.2895
-0.5162
-0.1645
-1.1915
-0.4335
0.3785
-1.5862
-0.5295
-0.0381
1.5241
0.117
-1.1769
-0.6952
-2.2756
1.0188
-1.0211
0.5556
0.6638
-0.3404
0.255
0.4226
-1.0964
1.5174
1.3791
-0.7724
0.0352
-2.7649
-1.0415
0.6989
-0.9889
-1.1983
-2.2553
-0.9494
-1.9856
0.5067
-1.2088
0.5188
-1.2876
-0.1484
-1.4956
-0.8779
-0.1285
-0.8067
1.3333
0.9669
-0.639
1.8612
0.1052
-1.3329
3.4642
-1.4863
0.8515
1.0634
-0.2876
0.5699
1.5703
-0.0391
-0.5429
0.6066
-1.5556
1.1097
0.1931
0.8805
-0.3572
-0.4022
2.0637
1.0139
-0.4403
1.0644
1.7662
-0.5965
-0.9178
2.9463
1.3704
-0.9102
0.7071
-0.2537
-1.916
-1.4389
-0.4359
-0.2554
-0.7192
0.1231
1.0382
-0.6497
1.4821
-0.1415
-1.6676
-2.3107
0.8587
-1.0527
-0.3489
0.6273
-0.3532
0.6352
-0.5851
1.0268
-0.2125
0.0195
-1.5221
1.1613
-0.2267
0.0512
1.1495
-1.6773
-0.8036
0.7135
0.161
-0.3818
1.0664
0.8283
-2.1493
-1.464
-2.0171
2.2495
-1.406
3.0631
0.9491
-0.009
0.6965
0.1762
0.288
-0.4775
1.786
-0.4982
0.5729
-0.504
-0.4853
-1.8593
-0.7419
-0.985
0.4713
0.3299
1.5347
1.2644
-0.6602
-1.2301
-2.1285
0.2803
2.8716
-1.0527
3.8148
0.7407
-0.9878
-1.9256
-1.377
0.0511
0.4477
0.9856
0.2671
-0.4448
1.0266
-0.308
-2.4292
-1.4717
1.2918
0.4087
-0.9321
-2.062
-0.3238
-1.169
-1.5166
-0.5307
-0.4333
-0.8426
-0.4033
0.2259
-0.6583
0.3947
0.3294
0.6321
-0.862
-1.0248
-1.027
1.2365
-0.8822
1.1356
-1.1347
-0.8631
-0.7193
-1.6049
-0.9468
-0.5899
-0.5784
1.9537
0.0069
-0.3955
-0.3976
-0.2933
-1.9604
-0.4868
0.0016
-0.982
-0.4564
-0.5535
-0.9942
1.627
0.9658
-0.2191
-0.0425
-1.9043
0.0594
0.4073
-0.5371
1.3095
0.5047
1.2966
-0.9077
0.5436
-0.568
0.0346
1.0012
-0.8995
0.0288
-0.418
0.1315
2.7635
-1.3067
-0.0684
-0.3101
-0.0552
-0.2616
0.4538
0.3012
0.4767
1.5029
0.2381
-0.9355
-0.2515
-0.5879
-1.3881
-0.7824
-0.0819
-0.951
0.3637
1.7331
-0.9458
-2.6699
0.9062
-1.0926
-0.4632
-0.3038
-3.3845
-1.847
-0.3044
-0.4976
0.2607
-0.1661
-0.3006
-0.1902
-0.7172
-2.4725
-0.0246
-0.9922
-0.1824
-2.1865
-0.5356
-1.3021
-0.6621
-0.078
-0.8662
-0.6448
0.2601
1.357
2.0738
-1.5422
0.864
0.4662
0.4475
0.7963
-0.5982
-0.2036
1.4963
2.2336
1.6332
0.9526
-0.2857
0.1446
-0.768
0.0299
-1.5092
-1.0331
-2.0033
-0.8593
0.1305
-0.1451
0.3981
0.8418
-1.3767
-0.173
-0.3104
-0.6246
-0.3553
-1.0266
-1.5298
-0.8262
2.9599
-1.2106
-1.2922
-1.1773
-1.2156
0.2317
-1.2289
-0.4905
-2.6477
0.5385
0.2526
0.4121
0.3687
1.6466
1.0701
-1.3128
2.6997
-0.4323
-0.2882
-0.797
1.3691
1.2949
0.184
0.672
-0.0815
-0.281
-0.103
-1.0987
1.0913
0.1979
0.0433
0.1634
0.5205
1.3402
1.0295
0.6232
0.4099
-0.6244
0.5598
-0.4595
-0.5421
-0.6625
-0.252
-1.5638
-0.2018
-0.6383
0.3408
3.2016
-0.3641
-1.4838
1.3572
-0.3867
-0.0044
-1.1472
-0.4884
1.1678
-0.949
-0.6914
-0.7322
0.432
0.1248
-0.546
-0.7112
-0.6381
0.16
-1.2603
1.0713
-0.0612
2.581
-0.1431
-1.2786
-0.0856
0.2675
3.9343
-0.627
0.5925
1.9811
-0.7219
1.4896
-0.2172
-0.0268
-0.9366
-0.8545
0.0521
-1.5503
-1.4624
0.7443
0.8922
-1.3227
-1.2169
-0.3067
0.0396
0.2464
0.0154
-0.8186
-1.5746
-1.0635
0.8247
-1.1934
-0.8798
2.9026
0.2082
0.1955
-2.5301
0.6318
-0.3709
0.2283
-1.6951
3.1596
-0.9348
-0.2978
1.623
-0.3691
-0.2445
-0.9123
109.033333
0
188
82.65
MASTECTOMY
Breast Cancer
Breast Invasive Lobular Carcinoma
High
1
Her2
1
Positve
Negative
2
NEUTRAL
Negative
Lobular
0
Post
3
Right
2
4.09
ILC
Negative
1
null
45
2
Died of Disease
0.248
0.4975
-0.4735
-0.3777
-0.6923
0.4894
-2.0878
0.3339
0.1917
-0.8107
-1.1167
0.7399
1.4296
1.0882
0.9078
1.1976
2.1064
0.4335
-0.3518
-0.579
0.9141
-1.244
-1.2705
-0.689
1.8626
1.412
-0.3594
0.2664
0.2271
-1.3283
0.4045
0.9522
0.1192
0.1719
-0.2197
-1.4165
1.9622
1.6414
-0.9716
1.5937
0.2207
-0.7264
-1.0273
0.3472
-0.0165
1.1633
-2.2682
0.4816
0.4964
0.8451
-0.3731
-0.8107
-0.4605
-1.2492
0.5781
-0.6693
0.5867
-0.1536
0.3461
-0.7943
-0.0552
1.3497
1.5962
2.0524
-0.0634
1.0519
-0.0361
0.7779
0.4752
1.3983
-0.3493
0.7792
0.4193
-0.3642
0.6586
-0.4001
2.905
0.4618
-0.7949
-1.4597
0.2168
-0.4576
0.574
-0.2808
-0.1162
-0.2462
-0.2842
-1.0424
-0.3247
0.1129
0.2915
-0.0849
-0.3449
-0.0058
1.5035
1.3062
-2.056
0.1404
0.6317
-0.3286
-1.3429
0.3361
0.9419
-0.1272
0.7665
0.085
0.969
-1.1367
0.6678
1.4024
1.5814
1.7767
-0.7401
-0.9644
0.0495
-0.4613
1.6937
0.6207
-0.3249
-0.8719
-0.1111
0.6522
-0.7089
0.0367
1.783
0.74
-0.5
0.3879
2.8381
-0.1977
-0.1734
-0.1393
0.4623
0.5264
-0.2018
-0.4067
1.9862
0.1555
1.7541
-0.057
2.7734
2.4278
1.3231
-0.1832
0.257
-1.1766
1.795
-2.1981
-0.4601
0.134
-0.3623
0.4187
-0.7214
1.6756
0.1539
-0.2164
-0.3922
1.3619
-0.6861
0.7524
-0.2269
-0.1628
-0.5955
-0.1498
0.4592
0.0635
-0.9629
-1.3167
-0.7982
0.824
3.3319
1.5733
-0.5121
0.4926
-1.0998
-0.6134
1.0029
1.6878
0.1654
-0.4546
-0.4242
0.0086
-0.7419
-0.9773
0.821
-1.1293
-0.3336
-1.1127
-0.3714
1.5298
-1.436
-2.7132
-0.5664
0.9687
-0.7186
0.7067
-1.916
-0.4529
0.6697
-1.8254
-1.0811
-0.582
0.7694
-1.1558
-0.3749
-0.4229
-0.4551
-0.74
-0.9362
0.4647
0.0072
-0.1209
0.4678
0.2698
-0.0343
0.2531
1.0153
-0.3571
-0.2493
-0.2053
-0.3092
-0.9823
-0.2508
-0.137
-0.1144
0.1348
0.5658
-1.1251
0.2679
0.7646
-1.3862
-0.3222
-0.5364
-0.7779
-0.6091
0.3689
1.5569
0.7727
-0.5167
-0.3306
0.5828
0.5547
0.3596
0.7042
0.4346
-0.1594
0.824
-0.2075
-0.7278
-0.7315
0.4245
-1.3412
-1.268
1.2578
0.941
-1.325
-0.431
1.2559
0.7284
-0.3413
-1.5725
0.7559
-0.8227
-1.9609
-0.3051
-0.4002
0.0435
-0.3151
0.4804
-1.1315
0.5501
-0.8067
2.0029
1.4748
-0.2059
0.5374
0.5258
2.0696
-1.4729
-0.3622
0.5616
0.7332
0.2334
-0.4145
-0.6327
0.5506
-0.3129
0.6001
-1.0851
0.1214
-0.1764
-1.3095
-1.8542
-1.0333
-0.406
0.443
-0.4566
0.6704
-0.6622
0.4126
-0.4146
-0.7898
-0.021
-0.5609
0.1613
-1.1295
-0.1229
0.7834
0.0756
-1.7087
1.582
-0.7823
0.1305
-0.7086
-0.0952
-1.0333
0.1651
-0.952
0.2896
2.0676
0.2013
-2.0434
0.2674
-0.036
0.0219
1.274
-0.5338
-0.307
1.9724
0.4437
0.5605
0.1467
-0.7148
-0.0691
-0.6617
1.9454
0.2046
0.5885
-0.2252
0.2562
1.8973
-1.0018
1.4244
1.5079
-0.5965
1.6867
-0.3043
-1.8489
-0.1845
-0.1289
-1.247
-0.2006
0.2191
0.2062
2.028
2.6072
0.9655
0.3042
-0.2553
-1.3136
-0.6801
0.8239
-0.3045
0.2249
0.0862
0.8377
2.9502
-0.291
-0.6052
-0.5203
0.0259
-1.1044
-0.2507
1.6179
0.8505
1.7425
3.0607
0.3785
0.5111
-1.0844
0.5516
0.8046
1.7424
1.3165
2.3198
-0.3862
-0.0834
0.0009
-1.0428
0.9567
0.0449
0.3086
-0.1911
0.6886
-1.1487
2.6788
-0.1013
0.1028
0.778
-0.9756
-0.0436
-1.3596
2.2034
-0.2196
0.8023
-0.5718
0.1834
-0.4953
0.1886
0.0767
-0.6066
0.7797
-0.8351
-0.0537
-0.0061
-0.1958
-0.1243
-0.2284
0.211
0.7639
-0.781
-1.1108
-0.4526
-0.0325
-0.4557
0.7405
-0.3525
2.2881
0.3304
-1.0375
-1.2508
-1.4826
-0.6651
1.3882
0.9453
-0.2896
-1.0711
-0.3203
1.3973
-0.3613
0.7048
0.4616
-0.1392
-0.2321
-1.2432
-1.4314
-0.6237
-0.4339
0.8845
-0.4784
-0.2029
0.4442
-0.9935
3.7355
-0.5283
-0.4788
-1.5732
0.0364
1.1662
-0.147
-0.3883
0.0842
0.8804
-1.2665
-0.4151
0.2321
1.4758
0.437
1.1158
0.2772
0.1051
0.8701
-1.2826
-0.568
-0.9493
0.6534
-0.4608
-1.0844
0.1462
-0.8385
1.2268
-0.0286
-0.1864
-0.324
-0.0986
-0.4186
-0.9097
-0.5538
-0.7966
31.3
1
189
57.79
MASTECTOMY
Breast Cancer
Breast Invasive Ductal Carcinoma
Moderate
1
Normal
1
Positve
Positive
3
NEUTRAL
Negative
Ductal/NST
1
Post
6
Right
6
6.096
IDC
Negative
1
ER+/HER2- Low Prolif
48
4
Died of Disease
-0.6186
1.5983
-1.1935
-0.3666
-0.818
-0.3503
1.1539
0.3738
-0.0958
-1.3829
-0.3049
-0.2402
0.1059
-0.2156
-0.2639
0.1944
-0.3475
0.1846
0.5164
3.3767
0.4307
-0.1893
-0.3002
-0.3738
-0.5046
-0.1581
-0.3062
-0.8962
-0.3299
-0.4964
1.2262
0.0036
1.124
0.2876
0.3469
0.9662
0.7316
0.0297
0.4291
-0.4327
0.0653
1.825
-1.2371
0.5285
-0.9221
0.35
-0.8403
0.1292
0.0641
-1.3421
-0.9418
1.1114
-0.3288
-0.32
6.3755
-0.5284
-0.183
1.23
-1.0232
0.2225
-0.1674
-0.6063
-0.7245
0.0842
-0.8029
0.9973
-0.402
-1.2731
-0.7346
-0.1221
-0.2638
2.289
1.2499
0.1123
-0.5653
-0.1468
1.6262
0.4038
1.6718
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