age
float64
18
102
sex
stringclasses
2 values
hospdead
int64
0
1
slos
int64
3
343
dzgroup
stringclasses
8 values
dzclass
stringclasses
4 values
num.co
int64
0
9
edu
float64
0
31
income
stringclasses
4 values
scoma
float64
0
100
charges
float64
1.17k
1.44M
totcst
float64
0
633k
totmcst
float64
-102.72
711k
avtisst
float64
1
83
race
stringclasses
5 values
sps
float64
0.2
99.2
aps
float64
0
143
surv2m
float64
0
0.97
surv6m
float64
0
0.95
hday
int64
1
148
diabetes
int64
0
1
dementia
int64
0
1
ca
stringclasses
3 values
prg2m
float64
0
1
prg6m
float64
0
1
dnr
stringclasses
3 values
dnrday
float64
-88
285
meanbp
float64
0
195
wblc
float64
0
200
hrt
float64
0
300
resp
float64
0
90
temp
float64
31.7
41.7
pafi
float64
12
890
alb
float64
0.4
29
bili
float64
0.1
63
crea
float64
0.1
21.5
sod
float64
110
181
ph
float64
6.83
7.77
glucose
float64
0
1.09k
bun
float64
1
300
urine
float64
0
9k
adlp
float64
0
7
adls
float64
0
7
sfdm2
stringclasses
5 values
adlsc
float64
0
7.07
event_times
int64
3
2.03k
event_indicators
int64
0
1
62.26398
male
0
8
CHF
COPD/CHF/Cirrhosis
3
12
$11-$25k
0
26,205
null
null
29
black
37.195313
65
0.567993
0.372986
1
1
0
no
0.8
0.6
no dnr
8
74
2.099609
132
36
38.79688
419
null
5.699219
0.699951
135
7.379883
77
14
1,750
0
0
no(M2 and SIP pres)
0
450
0
76.82996
male
0
25
ARF/MOSF w/Sepsis
ARF/MOSF
2
17
$25-$50k
9
120,051
null
null
24.5
white
21
34
0.642944
0.541992
33
0
0
yes
0.75
0.5
no dnr
25
130
15.099609
115
40
35
185.6875
2.899902
0.699951
1.099854
139
7.5
116
14
null
null
0
adl>=4 (>=5 if sur)
0
449
0
45.27899
male
1
7
Cirrhosis
COPD/CHF/Cirrhosis
5
12
under $11k
9
21,231
null
null
20.5
black
32.398438
55
0.600952
0.411987
2
0
0
no
0.4
0.88
dnr after sadm
6
72
9.898438
83
20
36.39844
319
null
null
0.799927
135
7.479492
102
18
500
null
6
<2 mo. follow-up
6
7
1
54.793
female
0
8
COPD
COPD/CHF/Cirrhosis
3
10
$25-$50k
0
11,367
null
null
9
white
20.398438
35
0.899902
0.831909
1
0
0
no
0.9
0.9
no dnr
8
71
6.899414
100
18
36.5
361.875
null
0.699951
0.799927
138
7.439453
86
8
2,400
null
null
SIP>=30
3.366699
449
0
58.61697
male
1
13
ARF/MOSF w/Sepsis
ARF/MOSF
2
0
under $11k
0
39,128
null
null
22
white
24
34
0.779907
0.707886
9
0
0
no
0.8
0.3
dnr after sadm
4
53
6.799805
108
20
38
null
null
8.199219
0.699951
130
null
80
9
1,185
null
0
<2 mo. follow-up
0
13
1
46.26398
male
1
15
MOSF w/Malig
ARF/MOSF
1
12
under $11k
0
80,718
null
null
36.666657
other
38.796875
63
0.208984
0.113998
3
0
0
metastatic
0.6
0.6
dnr after sadm
11
73
7.799805
76
24
36.89844
242.84375
3
0.599976
0.699951
139
7.369141
227
14
null
null
0
<2 mo. follow-up
0
15
1
72.88696
male
1
10
ARF/MOSF w/Sepsis
ARF/MOSF
0
null
null
0
122,871
null
null
50
white
51.695313
78
0.042
0.011999
11
0
0
no
0.2
0.1
dnr after sadm
10
138
14
105
29
38.69531
380
2.099609
0.199982
1.899902
155
7.469727
621
43
3,135
null
null
<2 mo. follow-up
1.925293
10
1
57.659
female
1
31
ARF/MOSF w/Sepsis
ARF/MOSF
2
null
null
0
191,281
null
null
48.25
white
20.199219
26
0.842896
0.78894
6
1
0
no
0.96
0.94
dnr after sadm
12
65
6.899414
115
30
35
231.65625
3.399902
null
0.799927
131
7.439453
142
30
2,375
null
0
<2 mo. follow-up
0
31
1
66.72095
female
1
38
ARF/MOSF w/Sepsis
ARF/MOSF
1
4
$11-$25k
44
null
null
null
35.25
black
25.5
73
0.554932
0.441956
6
0
0
no
0.05
0.01
null
null
81
6.199219
72
20
37.79688
null
2.699707
3.399902
1.199951
130
null
104
15
null
null
0
<2 mo. follow-up
0
38
1
77.65094
male
0
25
ARF/MOSF w/Sepsis
ARF/MOSF
2
8
null
0
90,077
null
null
28
white
29.898438
70
0.643921
0.543945
1
0
0
no
0.3
0.2
dnr after sadm
2
63
11.699219
110
44
37.69531
114.28125
3.799805
0.899902
0.699951
138
7.469727
129
32
2,125
null
0
no(M2 and SIP pres)
0
447
0
70.15997
male
0
23
Coma
Coma
0
null
under $11k
0
62,877
null
null
29.333328
black
16.597656
31
0.787964
0.746948
1
0
0
no
0.5
0.45
no dnr
23
52
20.796875
135
22
37.69531
110.90625
null
6.399414
2.799805
132
7.379883
50
96
126
null
0
adl>=4 (>=5 if sur)
0
446
0
37.51099
male
0
18
ARF/MOSF w/Sepsis
ARF/MOSF
0
null
null
37
71,649
null
null
33.666657
white
26.097656
45
0.747925
0.668945
3
0
0
no
null
null
no dnr
18
105
8.798828
160
14
36.5
271.375
2.899902
0.5
0.599976
138
7.519531
171
14
930
null
null
null
2.772949
446
0
44.60199
male
0
6
Cirrhosis
COPD/CHF/Cirrhosis
4
10
under $11k
0
17,393
null
null
14
white
20.296875
35
0.859985
0.767944
1
0
0
no
0.75
0.65
no dnr
6
123
11.398438
125
20
36.89844
144.4375
2.399902
1.699951
2.399902
146
7.469727
240
28
3,670
6
5
<2 mo. follow-up
5
15
1
61.73297
female
0
11
CHF
COPD/CHF/Cirrhosis
2
9
null
9
39,205
null
null
34.5
other
37.898438
48
0.510986
0.309998
1
1
0
no
0.35
0.3
dnr after sadm
1
68
5.699219
74
28
36.29688
null
null
null
1.899902
138
null
79
41
1,000
null
0
no(M2 and SIP pres)
0
446
0
39.67697
male
0
11
ARF/MOSF w/Sepsis
ARF/MOSF
1
14
$25-$50k
44
35,968
null
null
29
black
26.699219
41
0.735962
0.652954
1
0
0
no
0.85
0.84
no dnr
11
79
5.5
80
20
36.59375
null
3.699707
null
0.799927
145
null
98
11
975
null
0
no(M2 and SIP pres)
0
446
0
75.30499
female
1
11
ARF/MOSF w/Sepsis
ARF/MOSF
3
8
under $11k
0
139,100
null
null
37
black
30.398438
63
0.45697
0.337952
17
0
0
yes
0.6
0.5
dnr after sadm
8
73
10.199219
76
24
38.69531
null
3.599609
0.299988
0.599976
134
null
85
8
3,100
null
5
<2 mo. follow-up
5
11
1
54.20898
male
0
9
CHF
COPD/CHF/Cirrhosis
3
16
$11-$25k
0
7,800
null
null
13
white
25.597656
41
0.830933
0.723999
1
1
0
no
0.8
0.7
no dnr
9
84
10.099609
76
22
35.29688
404.75
3.199707
1
1.5
134
7.489258
107
88
950
0
5
no(M2 and SIP pres)
5
445
0
41.87799
male
0
4
Lung Cancer
Cancer
1
14
$25-$50k
0
10,471
null
null
12
white
12
12
0.831909
0.633911
1
0
0
metastatic
0.9
0.7
no dnr
4
108
5.799805
125
6
36.39844
197.5
2.399902
7.299805
1.099854
145
7.359375
103
14
2,070
0
0
no(M2 and SIP pres)
0
389
1
44.10098
male
0
5
Lung Cancer
Cancer
1
12
under $11k
9
14,569
null
null
15
white
7.699219
12
0.859985
0.68689
1
0
0
metastatic
null
null
no dnr
5
28
41.09375
0
0
36.59375
88.5625
null
null
1.599854
149
7.379883
163
53
110
0
0
no(M2 and SIP pres)
0
196
1
56.50897
male
1
14
CHF
COPD/CHF/Cirrhosis
2
8
$11-$25k
0
34,959
null
null
19.333328
other
24.5
26
0.836914
0.73291
1
0
0
no
0.8
0.7
dnr after sadm
6
105
17.199219
125
24
39.5
266.625
null
0.599976
0.699951
131
7.489258
87
6
1,375
null
3
<2 mo. follow-up
3
14
1
81.85596
male
0
8
CHF
COPD/CHF/Cirrhosis
2
10
under $11k
0
5,708
null
null
8
white
20.199219
34
0.802979
0.681885
1
0
0
no
0.8
0.65
no dnr
8
165
10.199219
105
12
38.09375
147.5
2.299805
0.599976
0.899902
145
7.359375
160
21
4,500
null
0
no(M2 and SIP pres)
0
444
0
59.67999
male
0
18
Colon Cancer
Cancer
1
12
>$50k
0
23,874
null
null
9.666664
white
9
9
0.904907
0.780884
1
0
0
metastatic
0.8
0.5
no dnr
18
62
9.699219
75
32
36.19531
179.5625
3.199707
4
2
139
7.419922
137
47
88.1875
0
0
no(M2 and SIP pres)
0
146
1
51.504
female
1
20
ARF/MOSF w/Sepsis
ARF/MOSF
3
16
$25-$50k
9
96,981
null
null
25
black
22.5
33
0.797974
0.731934
13
1
0
no
0.5
0.5
dnr after sadm
17
78
22.5
70
32
35.09375
190
2.899902
0.399963
0.799927
138
7.359375
208
12
1,920
null
0
<2 mo. follow-up
0
20
1
19.81899
male
0
18
ARF/MOSF w/Sepsis
ARF/MOSF
0
13
$25-$50k
0
37,577
null
null
23.666656
white
21.597656
35
0.928955
0.902954
1
0
0
no
0.9
0.9
no dnr
18
125
9.898438
125
11
39.19531
330
null
null
0.5
135
7.40918
184
7
1,865
0
0
no(M2 and SIP pres)
0
442
0
38.35699
male
0
14
ARF/MOSF w/Sepsis
ARF/MOSF
0
15
null
0
28,330
null
null
14.333328
black
29.699219
46
0.802979
0.737915
2
0
0
no
0.8
0.8
no dnr
14
108
24.296875
75
12
38
230
1.799805
null
7.5
130
7.439453
330
73
90
0
0
null
0
442
0
81.24799
male
0
16
ARF/MOSF w/Sepsis
ARF/MOSF
2
5
$11-$25k
0
35,584
null
null
20
white
26.796875
51
0.586914
0.47699
3
0
0
yes
0.25
0.05
dnr after sadm
12
73
8.298828
100
22
36.5
null
null
null
2
133
null
88
34
null
null
6
adl>=4 (>=5 if sur)
6
91
1
81.45898
male
0
19
ARF/MOSF w/Sepsis
ARF/MOSF
0
7
under $11k
0
148,940
null
null
24.666656
white
23.898438
23
0.656982
0.557983
27
0
0
no
0.25
0.15
dnr after sadm
2
68
12.699219
82
20
36.29688
null
3.599609
0.599976
0.699951
151
null
89
12
1,000
null
7
adl>=4 (>=5 if sur)
7
349
1
49.52197
male
0
6
Lung Cancer
Cancer
1
12
>$50k
0
10,604
null
null
20
white
28
22
0.484985
0.165985
1
0
0
metastatic
0.9
0.6
dnr after sadm
4
112
9.199219
105
41
37.79688
161.21875
null
null
0.899902
140
7.449219
135
13
2,850
0
0
<2 mo. follow-up
0
53
1
19.127
female
0
4
ARF/MOSF w/Sepsis
ARF/MOSF
0
12
null
0
17,649
null
null
18
white
23
19
0.921997
0.893921
1
0
0
no
0.95
0.95
no dnr
4
104
8.699219
112
20
37.5
null
3.099609
0.599976
0.899902
135
null
314
11
5,700
null
0
no(M2 and SIP pres)
0
439
0
79.41998
male
1
52
ARF/MOSF w/Sepsis
ARF/MOSF
3
13
null
9
134,458
null
null
31.75
white
19
38
0.806885
0.74292
1
0
0
no
0.7
0.65
dnr after sadm
48
107
11.599609
50
22
36.69531
155
null
null
0.899902
135
7.469727
103
23
2,625
null
6
<2 mo. follow-up
6
52
1
36.06799
male
0
32
ARF/MOSF w/Sepsis
ARF/MOSF
3
7
under $11k
0
73,203
null
null
19
black
20.398438
35
0.889893
0.850952
7
1
0
no
null
null
no dnr
32
52
36.898438
145
10
39.09375
167.5
null
null
1.5
139
7.399414
145
17
1,650
2
1
SIP>=30
1
142
1
69.66699
female
0
15
Colon Cancer
Cancer
1
11
$25-$50k
0
25,405
null
null
14.333328
white
13.798828
19
0.8479
0.664917
1
0
0
metastatic
0.9
0.75
no dnr
15
78
10.199219
65
16
36.19531
642.75
null
1.699951
1.099854
140
7.349609
158
10
2,950
null
1
null
1
326
1
34.42297
male
0
4
Cirrhosis
COPD/CHF/Cirrhosis
3
10
under $11k
9
3,491
null
null
8
black
26.5
35
0.810913
0.69397
1
0
0
no
0.5
0.3
no dnr
4
58
21.699219
115
10
38.59375
150
null
null
2.199707
139
7.489258
156
54
1,315
null
null
no(M2 and SIP pres)
2.38916
439
0
46.58698
female
0
45
ARF/MOSF w/Sepsis
ARF/MOSF
1
18
>$50k
37
125,548
null
null
32.75
black
23.796875
40
0.75
0.671997
3
1
0
no
0.75
0.75
no dnr
45
113
null
55
30
36.5
null
null
null
null
140
null
420
null
4,005
null
0
adl>=4 (>=5 if sur)
0
365
1
50.57098
female
1
7
Cirrhosis
COPD/CHF/Cirrhosis
2
12
under $11k
0
42,242
null
null
18
black
21
25
0.825928
0.715942
1
0
0
no
null
null
dnr after sadm
7
155
6.799805
105
30
36.39844
144.4375
null
null
1.299805
137
7.509766
267
26
1,460
4
4
<2 mo. follow-up
4
7
1
74.85797
female
0
41
ARF/MOSF w/Sepsis
ARF/MOSF
1
null
under $11k
44
51,726
null
null
20
white
23.796875
40
0.620972
0.515991
1
0
0
no
0.5
0.3
dnr after sadm
7
58
19.699219
115
56
38.59375
200
3.099609
36.195313
4.199219
137
7.40918
122
136
665
null
0
<2 mo. follow-up
0
52
1
68.71698
male
1
21
MOSF w/Malig
ARF/MOSF
1
7
null
0
84,442
null
null
29.333328
white
28.097656
35
0.599976
0.492981
1
0
0
yes
0.1
0.05
dnr after sadm
14
79
10.099609
68
20
37.69531
null
4
0.599976
0.899902
138
null
86
7
4,970
null
1
<2 mo. follow-up
1
21
1
66.54596
male
0
40
ARF/MOSF w/Sepsis
ARF/MOSF
1
12
$11-$25k
0
162,193
null
null
34.75
white
21.398438
26
0.796997
0.72998
7
0
0
no
null
null
no dnr
40
115
13.699219
135
32
38.59375
185.6875
null
null
0.599976
136
7.479492
185
9
950
null
0
no(M2 and SIP pres)
0
165
1
63.75098
female
0
33
ARF/MOSF w/Sepsis
ARF/MOSF
1
16
null
0
106,855
null
null
28.75
white
23.398438
44
0.647949
0.547974
11
0
0
metastatic
0.7
0.5
no dnr
33
72
33.5
65
32
37.69531
116.3125
3
2.099609
0.899902
131
7.399414
98
15
3,475
null
1
adl>=4 (>=5 if sur)
1
437
0
57.487
male
1
7
ARF/MOSF w/Sepsis
ARF/MOSF
1
13
null
0
78,351
null
null
32
white
37.398438
57
0.533936
0.418945
3
0
0
no
null
null
dnr after sadm
3
103
5.699219
64
28
36.5
340
null
0.5
0.699951
137
7.40918
133
14
550
null
0
<2 mo. follow-up
0
7
1
72.73596
female
0
40
ARF/MOSF w/Sepsis
ARF/MOSF
2
11
under $11k
26
145,725
null
null
31.25
black
26.5
65
0.602905
0.495972
3
0
0
no
null
null
no dnr
40
60
15.5
105
24
38.89844
170
2.599609
0.5
4.899414
141
7.389648
232
61
3,765
null
2
no(M2 and SIP pres)
2
436
0
57.29199
male
0
31
ARF/MOSF w/Sepsis
ARF/MOSF
0
14
>$50k
0
121,247
null
null
22.5
white
26.699219
41
0.750977
0.671997
6
0
0
no
0.8
0.8
no dnr
31
122
0.099991
115
42
38.79688
135
null
1.699951
0.5
136
7.439453
232
12
5,620
null
0
adl>=4 (>=5 if sur)
0
435
0
70.73499
male
1
4
ARF/MOSF w/Sepsis
ARF/MOSF
1
null
null
100
20,379
null
null
34
white
41
71
0.018997
0.004
1
0
0
no
0.1
0.05
dnr after sadm
3
75
5.299805
72
24
36.39844
null
2.5
5.799805
1
134
null
112
31
925
null
null
<2 mo. follow-up
3.334473
4
1
64.43799
male
0
52
CHF
COPD/CHF/Cirrhosis
2
null
null
0
165,091
null
null
13.75
white
12.199219
20
0.924927
0.871948
1
0
0
no
null
null
no dnr
52
107
10.798828
45
34
35.19531
115.29688
null
null
0.5
133
7.339844
131
20
1,730
null
null
null
2.231934
434
0
72.85699
male
0
14
ARF/MOSF w/Sepsis
ARF/MOSF
4
10
under $11k
9
35,895
null
null
22
black
21.699219
37
0.740967
0.659912
1
1
0
yes
0.7
0.5
no dnr
14
81
8.599609
68
20
37.79688
null
null
0.599976
0.699951
138
null
116
4
null
1
null
null
1.166748
225
1
77.35797
female
0
10
ARF/MOSF w/Sepsis
ARF/MOSF
1
null
null
9
87,387
null
null
27.5
white
18.597656
19
0.75293
0.674927
21
1
0
no
null
null
no dnr
10
122
null
140
12
36
205
null
null
1.199951
141
7.519531
103
32
165.5
null
null
null
2.695313
433
0
69.76599
female
0
3
Colon Cancer
Cancer
2
12
under $11k
0
11,018
null
null
9
white
17.199219
23
0.804932
0.583984
1
0
0
metastatic
null
null
no dnr
3
42
30.097656
155
8
35.89844
256.625
1.199951
2.5
4
133
7.279297
109
136
712
null
null
SIP>=30
1.869629
101
1
69.40497
male
0
13
COPD
COPD/CHF/Cirrhosis
4
12
under $11k
0
28,535
null
null
23
white
26.597656
24
0.748901
0.603882
1
0
0
no
0.95
0.95
no dnr
13
75
11.398438
155
34
38.29688
240
1.199951
null
1.799805
142
7.459961
229
48
3,990
0
0
no(M2 and SIP pres)
0
388
1
49.45697
male
0
15
ARF/MOSF w/Sepsis
ARF/MOSF
2
12
under $11k
44
null
null
null
24
white
18.699219
41
0.762939
0.687988
17
0
0
no
0.6
0.5
null
null
72
19
45
34
38.09375
233.3125
2.799805
0.699951
0.699951
136
7.449219
94
39
1,375
null
0
adl>=4 (>=5 if sur)
0
83
1
51.82199
male
0
16
ARF/MOSF w/Sepsis
ARF/MOSF
1
8
under $11k
0
75,528
null
null
17
white
29.296875
36
0.738892
0.657959
4
0
0
no
0.6
0.5
no dnr
16
132
12.199219
125
32
36.19531
215
2.699707
4.399414
2.799805
145
7.479492
79
100
2,325
null
0
SIP>=30
0
432
0
82.65594
female
0
8
CHF
COPD/CHF/Cirrhosis
2
7
null
26
17,117
null
null
15.5
white
28.296875
30
0.533936
0.334961
1
0
0
no
0.7
0.5
dnr before sadm
-1
73
7.799805
105
22
35.79688
200
null
null
1.099854
141
7.369141
96
20
2,300
0
0
<2 mo. follow-up
0
53
1
50.06198
female
1
8
ARF/MOSF w/Sepsis
ARF/MOSF
2
12
under $11k
0
50,018
null
null
48
white
41.195313
106
0.522949
0.407959
1
0
0
no
0.3
0.15
dnr after sadm
3
72
6.199219
119
32
35.5
293.3125
null
null
1.099854
138
7.389648
69
29
2,525
null
0
<2 mo. follow-up
0
8
1
61.26199
male
0
18
Colon Cancer
Cancer
2
8
$25-$50k
0
37,422
null
null
18.666656
white
35.09375
27
0.429993
0.122986
1
1
0
metastatic
null
null
no dnr
18
48
13.699219
135
47
39.09375
148
null
0.599976
1.699951
147
7.389648
211
21
1,945
0
0
no(M2 and SIP pres)
0
431
0
50.20898
male
0
10
Colon Cancer
Cancer
1
14
$25-$50k
0
14,872
null
null
11.5
white
15.099609
6
0.863892
0.694946
1
0
0
metastatic
0.9
0.7
no dnr
10
38
18.097656
115
27
39
100
2
4.099609
2.5
148
7.349609
162
71
2,040
1
1
no(M2 and SIP pres)
1
430
0
45.76599
male
0
4
Lung Cancer
Cancer
2
12
null
0
5,333
null
null
13
white
43.195313
54
0.088989
0.003
1
1
0
metastatic
0.4
0.1
dnr after sadm
2
72
10.398438
75
8
39
120
2
0.699951
1.099854
140
7.399414
68
17
1,770
3
4
<2 mo. follow-up
4
38
1
70.34595
male
0
14
ARF/MOSF w/Sepsis
ARF/MOSF
1
12
$11-$25k
9
22,967
null
null
14.333328
white
24.5
45
0.754883
0.677979
1
0
0
no
0.75
0.75
no dnr
14
68
15.298828
115
30
38.39844
226.65625
1.799805
1.099854
6.799805
141
7.349609
77
71
5
null
0
no(M2 and SIP pres)
0
428
0
60.47897
female
0
9
COPD
COPD/CHF/Cirrhosis
2
8
under $11k
0
11,988
null
null
13
white
22.398438
34
0.859985
0.768921
1
0
0
no
0.95
0.95
no dnr
9
55
5.799805
70
36
35.79688
203.3125
1.5
0.5
2.5
133
7.359375
139
50
2,760
2
0
SIP>=30
0
428
0
75.29395
male
1
4
MOSF w/Malig
ARF/MOSF
1
16
>$50k
44
23,497
null
null
37
white
31.699219
43
0.133972
0.060997
4
0
0
metastatic
0.1
0
dnr after sadm
2
152
5.5
60
30
38.69531
228.5625
null
null
0.899902
134
7.439453
103
13
1,320
null
0
<2 mo. follow-up
0
4
1
65.396
male
0
25
COPD
COPD/CHF/Cirrhosis
5
null
null
9
78,471
null
null
26.25
white
31
34
0.662964
0.487976
1
1
0
no
0.7
0.6
dnr after sadm
16
108
9.699219
160
35
37.79688
165
null
null
0.699951
137
7.479492
130
17
3,775
null
null
<2 mo. follow-up
3.592773
38
1
69.08698
male
0
8
Lung Cancer
Cancer
1
14
null
0
13,090
null
null
13
white
16.097656
6
0.715942
0.436951
1
0
0
metastatic
0.7
0.3
no dnr
8
61
5
76
24
36.79688
null
2.5
1.699951
3
136
null
120
56
1,275
0
null
null
0.494751
225
1
59.61398
female
0
8
Colon Cancer
Cancer
1
15
>$50k
0
17,474
null
null
10
white
3
16
0.940918
0.859985
1
0
0
metastatic
0.9
0.8
no dnr
8
67
15.398438
105
28
35.89844
170
3.299805
null
4.599609
127
7.349609
200
101
3,355
0
null
null
0.494751
173
1
51.06897
male
0
50
ARF/MOSF w/Sepsis
ARF/MOSF
1
16
under $11k
0
153,904
null
null
33.25
hispanic
30
19
0.766968
0.692993
1
0
0
no
0.8
0.7
no dnr
50
112
15.5
115
50
39.09375
191.40625
null
0.899902
0.799927
141
7.449219
103
11
4,955
null
null
no(M2 and SIP pres)
2.137207
424
0
55.36798
male
0
12
Cirrhosis
COPD/CHF/Cirrhosis
1
1
under $11k
0
41,291
null
null
37
white
22.199219
29
0.783936
0.653931
1
0
0
no
0.6
0.6
no dnr
12
138
10
135
25
37.79688
167.5
null
null
6
136
7.399414
101
58
0
null
1
no(M2 and SIP pres)
1
226
1
68.646
female
0
8
ARF/MOSF w/Sepsis
ARF/MOSF
0
12
$11-$25k
0
14,600
null
null
6
white
19.796875
25
0.837891
0.782959
2
0
0
no
0.8
0.8
no dnr
8
67
9.298828
70
20
36.5
null
2.099609
1.399902
1.299805
132
null
59
40
4,450
1
null
no(M2 and SIP pres)
1.166748
423
0
72.71198
male
0
7
CHF
COPD/CHF/Cirrhosis
3
12
>$50k
0
10,007
null
null
9.5
white
23
36
0.797974
0.674927
1
0
0
no
0.95
0.75
no dnr
7
73
5.699219
96
20
36.29688
null
3.899902
0.5
0.799927
137
null
90
5
5,175
0
0
no(M2 and SIP pres)
0
424
0
67.50397
male
0
49
ARF/MOSF w/Sepsis
ARF/MOSF
2
12
null
37
162,444
null
null
26
white
27.296875
61
0.5
0.381958
16
0
0
no
0.5
0.45
no dnr
49
79
5.799805
64
16
37
null
3.599609
0.799927
0.899902
137
null
90
11
4,725
null
0
SIP>=30
0
422
0
74.81696
male
1
6
ARF/MOSF w/Sepsis
ARF/MOSF
1
10
null
44
22,608
null
null
31
white
22.699219
32
0.644897
0.543945
1
0
0
no
null
null
dnr after sadm
2
73
12.099609
119
22
35.79688
476
null
null
0.799927
132
7.479492
208
11
3,520
null
null
<2 mo. follow-up
2.480957
6
1
74.93195
male
1
42
ARF/MOSF w/Sepsis
ARF/MOSF
2
11
$11-$25k
9
null
null
null
24
white
43.09375
46
0.247986
0.144989
1
0
0
no
0.4
0.2
null
null
77
5.799805
66
24
36.39844
null
null
2
1.699951
132
null
88
34
1,200
null
7
<2 mo. follow-up
7
42
1
40.24899
female
0
49
ARF/MOSF w/Sepsis
ARF/MOSF
0
12
$11-$25k
26
211,918
null
null
42.5
white
34.796875
69
0.629883
0.527954
1
0
0
no
0.4
0.3
no dnr
49
113
3.199707
72
22
37.69531
null
3.899902
1.299805
1.199951
136
null
112
13
3,600
null
0
no(M2 and SIP pres)
0
422
0
70.89697
male
1
20
Lung Cancer
Cancer
4
13
null
0
28,242
null
null
14.666664
white
30.597656
30
0.330994
0.064987
1
1
0
metastatic
0.4
0.4
dnr after sadm
12
108
14.5
104
32
35.79688
242.84375
null
1.299805
1
139
7.479492
112
37
3,900
null
0
<2 mo. follow-up
0
20
1
34.60098
female
0
56
ARF/MOSF w/Sepsis
ARF/MOSF
0
12
null
0
227,914
null
null
41
black
27.699219
38
0.851929
0.800903
1
0
0
no
0.8
0.8
no dnr
56
62
8.298828
125
44
36.69531
280
2.599609
1.5
1.299805
138
7.419922
108
28
2,315
null
0
no(M2 and SIP pres)
0
421
0
81.71899
female
1
7
Coma
Coma
2
null
under $11k
44
26,992
null
null
30
black
23.5
30
0.250977
0.18399
1
1
0
yes
0.5
0.5
dnr after sadm
4
113
43.398438
125
29
38
187.5
2.5
1.399902
6.699219
139
7.329102
112
87
2,055
null
3
<2 mo. follow-up
3
7
1
66.43695
male
0
6
Lung Cancer
Cancer
2
null
null
0
12,589
null
null
15
white
14.099609
10
0.758911
0.504883
1
0
0
metastatic
0.7
0.5
no dnr
6
65
16.597656
105
36
38.89844
306.625
2
null
1.899902
160
7.459961
129
35
1,365
null
null
null
2.085938
180
1
55.754
male
0
24
ARF/MOSF w/Sepsis
ARF/MOSF
1
18
>$50k
37
75,213
null
null
28.333328
white
33.59375
95
0.468994
0.349976
3
0
0
no
0.9
0.9
no dnr
24
57
6.099609
110
9
37.59375
175.5
null
null
0.899902
135
7.449219
142
16
2,645
null
0
no(M2 and SIP pres)
0
420
0
65.55194
male
0
32
Coma
Coma
1
12
null
94
65,156
null
null
25
white
21.699219
25
0.294983
0.224976
1
0
0
no
0.5
0.5
dnr after sadm
4
78
8.898438
118
34
36.89844
null
2.799805
0.799927
0.799927
139
null
91
4
2,700
null
0
null
0
63
1
68.84094
female
0
12
COPD
COPD/CHF/Cirrhosis
1
null
null
0
13,711
null
null
6.5
white
25.199219
26
0.775879
0.642944
1
0
0
no
null
null
dnr after sadm
1
72
5.5
115
14
37.09375
210
3.299805
0.699951
0.599976
136
7.379883
96
3
3,905
null
null
<2 mo. follow-up
3.021484
32
1
86.17395
male
1
4
Coma
Coma
0
null
null
100
7,012
null
null
8
white
19.296875
31
0.139984
0.089996
1
0
0
no
null
null
dnr after sadm
1
118
20.5
53
36
38.19531
236.65625
2.099609
0.399963
1
134
7.449219
92
31
1,540
null
null
<2 mo. follow-up
2.823731
4
1
50.61697
male
1
4
ARF/MOSF w/Sepsis
ARF/MOSF
2
null
null
26
82,086
null
null
40
black
42.898438
80
0.212982
0.117996
22
0
0
no
null
null
dnr after sadm
4
115
17.199219
115
7
37.79688
213.3125
2
0.299988
1
133
7.439453
243
22
3,590
null
null
<2 mo. follow-up
2.580078
4
1
48.73099
female
0
11
Lung Cancer
Cancer
1
12
null
0
15,076
null
null
10.5
white
5.399414
12
0.890991
0.751953
1
0
0
metastatic
0.75
0.5
no dnr
11
79
4.099609
75
20
36.69531
null
null
0.599976
0.799927
139
null
212
8
1,100
0
0
no(M2 and SIP pres)
0
418
0
60.92499
female
0
44
Coma
Coma
0
12
under $11k
61
115,272
null
null
31.5
black
18.597656
28
0.553955
0.484985
3
0
0
no
0.05
0.05
no dnr
44
65
9.599609
72
12
36.19531
null
2.699707
17.597656
0.699951
136
null
95
11
null
null
0
adl>=4 (>=5 if sur)
0
418
0
80.51495
male
1
6
ARF/MOSF w/Sepsis
ARF/MOSF
2
8
under $11k
9
57,044
null
null
41
white
23.796875
45
0.657959
0.559937
8
1
0
no
0.3
0.2
dnr after sadm
2
125
6.899414
170
8
40.29688
438.0625
null
null
0.599976
134
7.479492
377
8
2,820
null
0
<2 mo. follow-up
0
6
1
49.54398
female
0
6
ARF/MOSF w/Sepsis
ARF/MOSF
2
11
null
9
19,758
null
null
23
black
21
14
0.85791
0.80896
2
0
0
no
0.8
0.75
no dnr
6
75
8.298828
68
20
37
null
2
4.899414
0.899902
129
null
112
12
null
0
0
SIP>=30
0
417
0
68.44098
male
1
4
MOSF w/Malig
ARF/MOSF
2
17
>$50k
44
22,156
null
null
46
white
28
40
0.322998
0.208984
4
0
0
yes
0.05
0.05
dnr after sadm
2
73
18.898438
78
12
36.59375
276.625
null
1
6.799805
131
7.459961
139
107
1,005
null
7
<2 mo. follow-up
7
4
1
65.47797
male
1
4
COPD
COPD/CHF/Cirrhosis
2
12
$11-$25k
0
4,656
null
null
9
white
29.398438
32
0.668945
0.495972
1
0
0
yes
0.6
0.4
no dnr
4
70
8.798828
110
16
36.39844
217.5
2.899902
null
4.5
130
7.419922
74
113
2,510
6
4
<2 mo. follow-up
4
4
1
73.04297
female
0
12
ARF/MOSF w/Sepsis
ARF/MOSF
2
6
under $11k
0
29,016
null
null
25.5
black
24.398438
59
0.772949
0.699951
1
1
0
no
0.2
0.2
no dnr
12
142
5.799805
115
28
38.59375
227.5
2.699707
null
0.699951
138
7.429688
121
18
2,360
null
0
adl>=4 (>=5 if sur)
0
263
1
77.08698
male
0
19
CHF
COPD/CHF/Cirrhosis
2
null
null
0
39,533
null
null
26.333328
white
25.5
32
0.737915
0.588989
1
0
0
no
null
null
no dnr
19
60
10.699219
115
5
36.79688
251.40625
1
null
1.099854
136
7.369141
141
7
3,352
null
null
null
2.953613
65
1
45.64499
male
0
7
Lung Cancer
Cancer
1
23
$25-$50k
0
7,302
null
null
6.5
white
21.097656
10
0.669922
0.370972
1
0
0
metastatic
0.6
0.3
no dnr
7
48
22.398438
175
28
39.89844
130
null
null
0.899902
142
7.359375
178
18
1,710
0
null
no(M2 and SIP pres)
0.494751
415
0
50.02597
male
0
20
MOSF w/Malig
ARF/MOSF
1
12
$11-$25k
41
66,125
null
null
22
white
33.796875
70
0.185974
0.096985
1
0
0
metastatic
null
null
no dnr
20
108
15
70
4
36.09375
320
null
null
7.5
137
7.399414
121
47
0
0
0
no(M2 and SIP pres)
0
415
0
78.72095
male
1
31
ARF/MOSF w/Sepsis
ARF/MOSF
1
7
$11-$25k
41
112,577
null
null
32.75
black
34
56
0.237
0.135986
1
0
0
yes
0.2
0.1
dnr after sadm
4
105
13.298828
120
13
39.29688
193.3125
2.399902
1.799805
0.799927
133
7.449219
105
20
3,700
null
0
<2 mo. follow-up
0
31
1
55.38898
male
1
79
ARF/MOSF w/Sepsis
ARF/MOSF
2
7
$11-$25k
0
292,373
null
null
41.75
white
31.5
57
0.669922
0.573975
5
0
0
no
null
null
dnr after sadm
17
49
5.5
0
0
39.29688
177
2.899902
0.5
1.199951
147
7.549805
312
28
4,065
null
0
adl>=4 (>=5 if sur)
0
79
1
63.24399
female
0
11
Coma
Coma
2
10
null
0
13,705
null
null
13
white
23.199219
27
0.651978
0.592896
1
0
0
yes
0.2
0.05
dnr before sadm
-1
77
15.099609
84
20
36.09375
null
4.299805
0.699951
1.299805
142
null
92
26
1,125
null
1
adl>=4 (>=5 if sur)
1
66
1
95.53699
male
1
4
ARF/MOSF w/Sepsis
ARF/MOSF
0
null
null
61
11,729
null
null
26
white
35.796875
66
0.088989
0.034996
1
0
0
no
0.5
0.5
no dnr
4
107
71.6875
45
13
36.59375
251.84375
3.399902
0.599976
1.199951
138
7.40918
79
23
2,470
null
0
<2 mo. follow-up
0
4
1
27.25299
female
0
38
ARF/MOSF w/Sepsis
ARF/MOSF
0
12
$11-$25k
37
161,518
null
null
37
white
31.898438
47
0.652954
0.553955
7
0
0
no
0.6
0.2
no dnr
38
115
14
105
24
37.79688
340
2.699707
null
0.799927
136
7.469727
189
25
1,935
null
0
no(M2 and SIP pres)
0
412
0
53.728
male
1
7
MOSF w/Malig
ARF/MOSF
1
11
under $11k
37
33,447
null
null
36
black
27.699219
62
0.30896
0.196991
4
0
0
metastatic
0.3
0.15
dnr after sadm
2
103
8.699219
55
12
36.59375
null
null
0.299988
0.899902
141
null
128
14
850
null
1
<2 mo. follow-up
1
7
1
50.73199
male
0
4
Lung Cancer
Cancer
1
14
$25-$50k
0
5,207
null
null
11
white
18.296875
20
0.715942
0.436951
1
0
0
metastatic
0.75
0.6
no dnr
4
115
8.199219
115
12
36.79688
142.5
3.299805
null
1.099854
135
7.359375
111
18
2,080
0
0
no(M2 and SIP pres)
0
185
1
44.89798
male
0
12
Colon Cancer
Cancer
1
12
null
0
33,648
null
null
24
black
49.796875
36
0.097992
0.003
1
0
0
metastatic
null
null
no dnr
12
108
17.5
60
32
36.29688
286.625
1.899902
0.599976
1
140
7.459961
120
21
1,180
0
0
no(M2 and SIP pres)
0
411
0
39.90997
male
0
6
Colon Cancer
Cancer
1
12
$11-$25k
0
8,356
null
null
12
black
6.099609
10
0.938965
0.85498
1
0
0
metastatic
0.8
0.6
no dnr
6
127
5.899414
120
10
38.5
157.5
1.899902
1.5
0.699951
127
7.459961
99
10
5,565
0
null
no(M2 and SIP pres)
0.494751
411
0
66.80896
male
1
11
Lung Cancer
Cancer
2
12
under $11k
9
9,857
null
null
11.5
white
24.398438
47
0.483948
0.164978
1
1
0
metastatic
0.2
0.05
dnr after sadm
3
72
6.799805
75
32
35.29688
287.75
2.699707
0.399963
1.299805
126
7.419922
96
49
2,555
null
0
<2 mo. follow-up
0
11
1
40.129
male
1
14
ARF/MOSF w/Sepsis
ARF/MOSF
0
12
null
0
98,253
null
null
45
black
41.5
71
0.552979
0.439941
2
0
0
no
0.5
0.5
dnr after sadm
14
42
22
155
37
34.69531
234.28125
1.399902
1.699951
1.399902
144
7.199219
57
27
1,260
null
0
<2 mo. follow-up
0
14
1
40.24899
male
0
6
Colon Cancer
Cancer
1
16
>$50k
0
11,127
null
null
14
white
11
6
0.909912
0.791992
1
0
0
metastatic
0.9
0.8
no dnr
6
130
6.399414
75
8
35
428.5625
2.099609
0.799927
0.699951
134
7.469727
244
7
null
0
null
null
0.494751
410
0