ID
int64
1
9.11k
age
float64
18
102
death
int64
0
1
sex
stringclasses
2 values
hospdead
int64
0
1
slos
int64
3
343
d.time
int64
3
2.03k
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
201
63.69299
1
female
0
9
117
CHF
COPD/CHF/Cirrhosis
3
11
$11-$25k
0
46,112
24,669.1562
null
25.5
white
27
40
0.746948
0.601929
3
1
0
no
null
null
dnr after sadm
3
52
10.699219
122
32
39.09375
null
null
null
0.899902
134
null
null
null
null
3
3
SIP>=30
3
202
62.185
1
female
0
18
1,780
Lung Cancer
Cancer
1
null
null
0
35,575
23,257.5938
null
9
black
4
9
0.889893
0.748901
1
0
0
metastatic
0.8
0.7
no dnr
18
86
7.699219
60
18
37.19531
null
4.399414
0.199982
0.899902
140
null
null
null
null
null
null
null
2.390625
203
53.52197
0
female
0
9
1,874
COPD
COPD/CHF/Cirrhosis
3
12
$11-$25k
9
20,893
12,010.2578
null
10.5
white
24
36
0.846924
0.747925
2
0
0
no
0.9
0.7
no dnr
9
92
null
112
36
37.5
174.96875
3.299805
0.299988
0.699951
139
7.369141
null
null
null
null
null
no(M2 and SIP pres)
4.283203
204
23.39999
1
female
1
96
96
ARF/MOSF w/Sepsis
ARF/MOSF
2
11
$11-$25k
26
943,804
473,212.25
null
28.5
hispanic
30
42
0.719971
0.633911
36
0
0
no
0.9
0.9
no dnr
96
87
5.199219
144
45
37.29688
335
3
4.099609
1.199951
130
7.469727
null
null
null
null
0
Coma or Intub
0
205
65.60999
1
female
0
7
279
CHF
COPD/CHF/Cirrhosis
3
12
null
0
25,467
13,346.1172
null
11.5
white
34.796875
38
0.562988
0.367981
3
0
0
no
null
null
no dnr
7
94
7.399414
140
24
35.79688
390.4375
null
null
2.699707
122
7.479492
null
null
null
0
2
SIP>=30
2
206
70.28094
1
male
1
14
14
Cirrhosis
COPD/CHF/Cirrhosis
2
null
null
0
28,159
15,654.1641
null
9.666664
white
27.398438
40
0.557983
0.362
1
0
0
no
1
1
no dnr
14
106
10.398438
74
20
37
null
3.099609
4.699219
3
129
null
null
null
null
1
null
<2 mo. follow-up
1.1669
207
60.71997
1
male
1
4
4
ARF/MOSF w/Sepsis
ARF/MOSF
2
null
null
0
63,858
32,674.75
null
48
white
39
53
0.317993
0.203979
12
0
0
yes
null
null
dnr after sadm
4
47
14.798828
80
14
35.79688
135
2.599609
1.899902
4
138
7.30957
null
null
null
null
null
<2 mo. follow-up
2.666504
208
77.00494
1
female
0
11
40
CHF
COPD/CHF/Cirrhosis
2
null
null
0
15,565
10,120.9297
null
8
white
13.898438
20
0.888916
0.813965
1
1
0
no
0.5
0.25
no dnr
11
99
8.599609
80
24
36.5
null
null
null
1
138
null
null
null
null
null
null
<2 mo. follow-up
3.014648
209
42.05298
1
male
0
9
149
CHF
COPD/CHF/Cirrhosis
1
12
$11-$25k
0
24,897
14,291.5391
null
15
hispanic
13.798828
22
0.946899
0.909912
1
0
0
no
0.8
0.5
no dnr
9
62
10.099609
120
24
36.79688
null
4.5
1
1.299805
140
null
null
null
null
0
0
no(M2 and SIP pres)
0
210
60.75
1
female
1
6
6
ARF/MOSF w/Sepsis
ARF/MOSF
1
null
null
0
254,366
144,957.75
null
47
asian
40.59375
71
0.369995
0.251953
9
0
0
no
null
null
dnr after sadm
6
63
17.5
150
32
38.69531
89
2.899902
7.099609
2.299805
139
7.30957
null
null
null
null
null
<2 mo. follow-up
2.524902
211
71.28796
1
male
1
5
5
CHF
COPD/CHF/Cirrhosis
1
15
null
0
4,854
3,407.7559
null
6
white
23.5
36
0.795898
0.671997
1
0
0
no
null
null
dnr after sadm
1
63
7.299805
82
12
36.19531
null
null
null
1.699951
127
null
null
null
null
null
0
<2 mo. follow-up
0
212
22.66899
1
female
0
9
101
CHF
COPD/CHF/Cirrhosis
1
15
null
0
18,751
10,188.0078
null
16
hispanic
51.695313
47
0.464966
0.262939
1
0
0
no
0.6
0.2
no dnr
9
35
6.699219
115
40
36.39844
175.5
null
null
1.299805
117
7.5
null
null
null
4
null
adl>=4 (>=5 if sur)
3.183199
213
59.12399
0
female
0
9
1,867
ARF/MOSF w/Sepsis
ARF/MOSF
3
11
$11-$25k
0
43,164
22,028.3438
null
24
white
27.699219
56
0.756958
0.679932
2
1
0
no
null
null
no dnr
9
57
17.699219
156
14
37.5
170
3.099609
1.299805
1.5
140
7.299805
null
null
null
null
7
null
7
214
63.896
0
male
0
55
1,867
Cirrhosis
COPD/CHF/Cirrhosis
2
12
>$50k
0
227,392
139,701.25
null
21.5
hispanic
21.898438
45
0.734985
0.584961
1
0
0
no
null
null
no dnr
55
72
8.599609
105
18
38.39844
338.0625
2.399902
9
1
135
7.469727
null
null
null
3
5
SIP>=30
5
215
87.43097
1
male
1
16
16
CHF
COPD/CHF/Cirrhosis
2
null
null
0
89,889
43,052.125
null
31.333328
white
37.5
49
0.334961
0.148987
2
0
0
no
null
null
dnr after sadm
14
75
13.398438
135
8
37.79688
138
null
null
3.199707
125
7.299805
null
null
null
null
null
<2 mo. follow-up
3.553711
216
78.89899
0
male
0
22
1,863
COPD
COPD/CHF/Cirrhosis
1
12
null
0
40,247
22,146.5
null
10.333328
white
15.5
21
0.848999
0.751953
1
0
0
no
0.8
0.5
no dnr
22
94
8.798828
75
26
36.5
326.0625
null
null
0.899902
139
7.329102
null
null
null
2
0
null
0
217
83.64099
0
male
0
12
1,862
CHF
COPD/CHF/Cirrhosis
1
10
null
9
25,653
14,852.3984
null
14.5
white
25.5
55
0.670898
0.498962
1
0
0
no
0.9
0.9
no dnr
12
63
10.699219
62
28
39.39844
214.28125
null
1
2.5
131
7.439453
null
null
null
1
1
null
1
218
47.737
0
female
0
116
1,861
ARF/MOSF w/Sepsis
ARF/MOSF
0
12
null
0
592,486
298,585.25
null
45.5
black
50.59375
79
0.237
0.135986
2
0
0
no
null
null
no dnr
116
47
13.099609
164
31
39.29688
52
null
null
3
130
7.139648
null
null
null
null
1
Coma or Intub
1
219
78.84998
0
female
0
9
1,860
CHF
COPD/CHF/Cirrhosis
3
8
null
0
9,914
6,578.9141
null
7
black
10.398438
38
0.910889
0.849976
1
1
0
no
null
null
no dnr
9
114
8.398438
78
20
37.79688
328.5625
3.899902
0.799927
1.299805
137
7.459961
null
null
null
4
6
SIP>=30
6
220
51.18399
0
male
0
10
1,860
CHF
COPD/CHF/Cirrhosis
3
6
under $11k
0
22,621
13,689.9297
null
17.5
black
21.296875
14
0.875977
0.793945
2
0
0
no
0.8
0.6
no dnr
10
88
7
80
18
36.69531
null
null
3.5
1.099854
126
null
null
null
null
1
null
no(M2 and SIP pres)
1.1669
221
61.45398
1
male
0
16
523
Colon Cancer
Cancer
1
30
>$50k
0
60,175
33,484.4375
null
17.666656
white
15.599609
24
0.840942
0.650879
1
0
0
metastatic
0.95
0.75
no dnr
16
102
12.898438
90
20
37
null
3.599609
0.5
1.5
137
null
null
null
null
null
null
no(M2 and SIP pres)
2.055664
222
55.20297
1
male
0
3
1,285
CHF
COPD/CHF/Cirrhosis
4
15
under $11k
0
3,035
2,104.1055
null
3
other
14.599609
16
0.924927
0.873901
1
1
0
no
0.8
0.7
no dnr
3
93
11.199219
74
24
36
null
3.899902
0.699951
1.299805
136
null
null
null
null
0
null
no(M2 and SIP pres)
0.4948
223
74.06396
0
male
0
11
1,859
ARF/MOSF w/Sepsis
ARF/MOSF
1
null
null
0
44,728
25,857.0625
null
22
white
22.796875
20
0.767944
0.69397
3
0
0
no
null
null
no dnr
11
115
10
95
12
37.5
113.84375
null
null
1.099854
135
7.449219
null
null
null
null
null
null
2.402832
224
90.90796
1
female
1
17
17
ARF/MOSF w/Sepsis
ARF/MOSF
0
null
null
0
69,364
35,313.4375
null
21.333328
white
19
24
0.790894
0.721924
1
0
0
no
0.2
0.2
dnr after sadm
13
133
16.296875
115
9
38.5
372.5
2.799805
null
1
137
7.399414
null
null
null
null
5
<2 mo. follow-up
5
225
38.94897
1
male
1
24
24
Cirrhosis
COPD/CHF/Cirrhosis
1
9
$11-$25k
0
133,918
68,405.4375
null
18.333328
hispanic
35.695313
59
0.639893
0.458984
1
0
0
no
0.75
0.5
dnr after sadm
23
64
12.099609
102
18
36.39844
null
2
10.199219
2.799805
126
null
null
null
null
5
3
<2 mo. follow-up
3
226
65.14697
1
female
0
4
27
Lung Cancer
Cancer
1
null
null
0
5,223
3,330.9004
null
7
white
19.199219
10
0.661987
0.358948
1
0
0
metastatic
null
null
no dnr
4
83
8.099609
106
22
36.39844
null
null
null
0.699951
136
null
null
null
null
null
null
<2 mo. follow-up
2.418945
227
51.62799
1
female
0
8
557
CHF
COPD/CHF/Cirrhosis
3
13
$25-$50k
0
23,146
13,344.6172
null
16
white
18.398438
17
0.906982
0.843994
1
1
0
no
null
null
no dnr
8
65
15.898438
88
16
36.29688
null
4.199219
1
1.099854
128
null
null
null
null
0
0
no(M2 and SIP pres)
0
228
56.20499
1
male
0
20
153
Lung Cancer
Cancer
2
null
null
0
42,041
27,174.3594
null
12
white
6.5
12
0.873901
0.715942
1
0
0
metastatic
null
null
no dnr
20
107
8.199219
92
20
37.19531
304.75
4.199219
0.299988
0.899902
135
7.439453
null
null
null
null
null
no(M2 and SIP pres)
2.779785
229
65.88599
0
female
0
5
1,857
ARF/MOSF w/Sepsis
ARF/MOSF
0
null
null
26
19,662
10,503.0391
null
21
white
18
31
0.823975
0.763916
1
0
0
no
0.9
0.9
no dnr
5
61
8.398438
60
30
37
217.125
1.899902
0.699951
0.5
139
7.489258
null
null
null
null
null
null
2.237793
230
69.19598
1
male
0
9
115
CHF
COPD/CHF/Cirrhosis
2
14
$11-$25k
0
24,859
14,226.4688
null
20.5
asian
32.398438
45
0.639893
0.458984
1
0
0
no
null
null
no dnr
9
47
13.798828
70
20
36.79688
565
3.699707
0.699951
2.399902
126
7.5
null
null
null
0
0
no(M2 and SIP pres)
0
231
77.74695
1
male
0
6
422
Lung Cancer
Cancer
1
null
null
0
16,325
7,677.7969
null
11
other
16.796875
18
0.681885
0.386963
1
0
0
metastatic
null
null
no dnr
6
89
19.296875
80
18
36.89844
null
null
0.5
1.299805
133
null
null
null
null
null
0
no(M2 and SIP pres)
0
232
80.09595
1
male
0
3
1,314
CHF
COPD/CHF/Cirrhosis
2
12
$11-$25k
0
5,293
3,081.8906
null
8
white
17.097656
11
0.848999
0.750977
1
0
0
no
null
null
no dnr
3
93
null
80
20
36.79688
null
null
null
0.699951
131
null
null
null
null
5
6
SIP>=30
6
233
71.54596
1
male
0
7
77
Lung Cancer
Cancer
1
20
>$50k
0
23,304
12,482.875
null
12
white
15.398438
26
0.692993
0.402954
3
0
0
metastatic
null
null
no dnr
7
120
3.5
89
26
36.89844
257.125
null
0.599976
1.199951
137
7.509766
null
null
null
1
0
no(M2 and SIP pres)
0
234
60.61899
1
male
0
17
236
CHF
COPD/CHF/Cirrhosis
1
14
null
0
49,079
26,983.6719
null
16
white
22.796875
31
0.843994
0.743896
1
0
0
no
0.95
0.9
no dnr
17
50
6.099609
110
20
36.79688
null
3.699707
0.399963
1.199951
135
null
null
null
null
0
1
no(M2 and SIP pres)
1
235
58.478
1
male
0
4
896
CHF
COPD/CHF/Cirrhosis
4
null
null
0
3,580
1,780.9941
null
11
white
20.097656
36
0.87793
0.796997
1
1
0
no
null
null
no dnr
4
106
9.099609
88
36
36.39844
null
null
null
1.899902
139
null
null
null
null
null
null
null
2.603027
236
52.67899
0
male
0
5
1,853
CHF
COPD/CHF/Cirrhosis
2
16
null
0
17,110
10,086.7188
null
21
asian
15.398438
27
0.924927
0.872925
1
0
0
no
0.9
0.9
no dnr
5
60
3.599609
150
16
36.79688
null
4.099609
0.699951
1.099854
137
null
null
null
null
0
null
no(M2 and SIP pres)
0.4948
237
70.48596
1
male
0
37
336
ARF/MOSF w/Sepsis
ARF/MOSF
1
null
null
0
149,983
76,851.75
null
27.5
white
19.199219
27
0.850952
0.799927
1
0
1
no
null
null
no dnr
37
62
14.099609
80
15
38.5
146
2.399902
0.399963
1.099854
134
7.449219
null
null
null
null
null
null
3.696777
238
50.58197
1
male
0
7
81
Cirrhosis
COPD/CHF/Cirrhosis
1
10
$25-$50k
0
9,113
5,367.9805
null
13
hispanic
20
38
0.837891
0.733887
1
0
0
no
null
null
no dnr
7
70
3.599609
82
20
36.79688
385.6875
1.899902
1.799805
1.599854
128
7.489258
null
null
null
4
null
Coma or Intub
3.183199
239
25.487
1
male
1
19
19
ARF/MOSF w/Sepsis
ARF/MOSF
1
null
null
0
126,732
61,916.2188
null
19.666656
white
37.59375
61
0.682983
0.589966
1
0
0
yes
0.7
0.5
dnr after sadm
19
123
1.699951
100
48
38.5
191.8125
3.099609
9
2.299805
143
7.40918
null
null
null
null
null
<2 mo. follow-up
2.395508
240
88.69495
1
male
1
9
9
Coma
Coma
2
null
>$50k
89
24,242
14,263.6172
null
16
white
25.097656
41
0.056999
0.029999
1
0
0
no
null
null
dnr after sadm
3
102
11.599609
123
14
38.39844
397.125
3.099609
0.699951
5.699219
135
7.40918
null
null
null
null
0
<2 mo. follow-up
0
241
68.01898
1
male
0
81
277
MOSF w/Malig
ARF/MOSF
1
null
null
26
659,433
324,373.75
null
42.25
white
32.398438
58
0.143982
0.067993
30
0
0
metastatic
null
null
no dnr
81
70
12.599609
115
10
37.5
218
2.599609
7.699219
2.799805
134
7.479492
null
null
null
null
null
null
3.217285
242
81.77698
1
female
0
7
927
Cirrhosis
COPD/CHF/Cirrhosis
2
7
null
0
5,405
3,686.4316
null
5
black
16.898438
32
0.703979
0.541992
1
0
0
no
null
0.8
no dnr
7
107
3.599609
92
26
36.79688
null
2.199707
null
0.699951
138
null
null
null
null
5
0
SIP>=30
0
243
71.86298
1
male
0
3
12
CHF
COPD/CHF/Cirrhosis
3
12
under $11k
0
3,869
2,602.3711
null
6
white
16.398438
25
0.878906
0.79895
1
1
0
no
null
null
no dnr
3
87
8.099609
80
20
36.09375
342.8125
null
null
1.5
138
7.439453
null
null
null
null
null
<2 mo. follow-up
2.296387
244
72.19696
0
female
0
8
1,849
CHF
COPD/CHF/Cirrhosis
3
null
null
9
9,991
6,090.7852
null
7
black
18.296875
34
0.841919
0.73999
1
1
0
no
null
null
no dnr
8
107
6.699219
72
18
36.79688
null
null
null
2.299805
141
null
null
null
null
null
null
null
3.44043
245
53.40997
0
male
0
12
1,847
ARF/MOSF w/Sepsis
ARF/MOSF
0
14
null
26
102,911
52,412.25
null
24
white
27.199219
35
0.653931
0.554932
9
0
0
no
0.95
0.9
no dnr
12
113
25.5
120
25
37.29688
260
2.5
5.799805
0.799927
136
7.489258
null
null
null
null
null
no(M2 and SIP pres)
2.511231
246
34.35699
1
male
1
8
8
ARF/MOSF w/Sepsis
ARF/MOSF
2
10
null
26
110,596
55,677.625
null
51
hispanic
44.398438
72
0.305969
0.192993
9
0
0
no
0.2
0.008
no dnr
8
48
6.199219
120
33
38.5
150
2.399902
6
2.299805
130
7.30957
null
null
null
null
5
<2 mo. follow-up
5
247
56.66498
1
male
1
14
14
ARF/MOSF w/Sepsis
ARF/MOSF
0
null
null
0
206,651
102,511.375
null
47.666657
white
41.898438
81
0.324951
0.209991
31
0
0
no
0.5
0.5
dnr after sadm
10
63
18.597656
125
30
38.5
148
null
16.796875
4.099609
147
7.189453
null
null
null
null
null
<2 mo. follow-up
2.322754
248
53.67798
1
female
0
11
308
Cirrhosis
COPD/CHF/Cirrhosis
3
13
null
0
14,583
8,907.6328
null
9.5
white
24.796875
43
0.751953
0.60791
1
0
0
no
0.5
0.25
no dnr
11
113
7.5
100
24
37
null
2
19.898438
1.299805
137
null
null
null
null
0
0
null
0
249
55.32898
0
male
0
6
1,845
Lung Cancer
Cancer
2
12
$25-$50k
0
11,985
7,751.6758
null
12
asian
17.898438
11
0.712891
0.432983
1
0
0
metastatic
null
null
no dnr
6
93
null
112
20
37.19531
null
null
null
0.899902
136
null
null
null
null
0
null
no(M2 and SIP pres)
0.4948
250
54.056
1
male
1
8
8
Coma
Coma
2
18
$25-$50k
55
46,156
22,832.2656
null
31
white
30.898438
53
0.345947
0.272949
1
0
0
no
null
null
dnr after sadm
8
110
29.597656
165
34
39.19531
223.3125
null
1.899902
1.699951
128
7.5
null
null
null
null
1
<2 mo. follow-up
1
251
70.80396
1
male
1
19
19
ARF/MOSF w/Sepsis
ARF/MOSF
2
10
$11-$25k
37
222,230
110,654.812
null
40.333313
hispanic
31.199219
60
0.366943
0.248993
14
1
0
no
null
null
dnr after sadm
19
83
16.898438
135
34
39
296.25
null
12.099609
1.399902
134
7.5
null
null
null
null
null
<2 mo. follow-up
3.210938
252
86.57098
1
female
1
4
4
Coma
Coma
1
null
null
94
10,662
5,654.9883
null
14
white
30.398438
40
0.003
0.001
1
0
0
yes
null
null
dnr after sadm
1
97
15.099609
80
28
36.79688
24
null
null
1.199951
133
7.239258
null
null
null
null
null
<2 mo. follow-up
3.831543
253
52.44897
1
male
0
6
1,079
Lung Cancer
Cancer
2
null
null
0
10,469
6,520.1992
null
10
white
4.399414
16
0.895996
0.761963
1
1
0
metastatic
null
null
no dnr
6
84
11.5
80
20
36.19531
null
4.5
0.299988
1
136
null
null
null
null
null
0
null
0
254
50.97897
1
male
0
9
1,600
COPD
COPD/CHF/Cirrhosis
2
14
under $11k
0
27,015
12,740.8125
null
11.5
white
26.398438
29
0.830933
0.724976
5
0
0
no
0.98
0.95
no dnr
9
122
9.099609
110
32
36.5
124.48438
null
null
0.799927
137
7.419922
null
null
null
1
1
no(M2 and SIP pres)
1
255
77.75995
1
male
1
7
7
CHF
COPD/CHF/Cirrhosis
2
14
null
0
34,038
18,083.2969
null
27
white
16
37
0.866943
0.778931
1
0
0
no
null
null
no dnr
7
58
4.899414
60
16
36.19531
null
4.299805
null
1.599854
133
null
null
null
null
0
0
<2 mo. follow-up
0
256
54.18198
1
male
1
6
6
MOSF w/Malig
ARF/MOSF
1
17
>$50k
9
40,620
20,159.0312
null
46
white
36
64
0.330994
0.215973
2
0
0
yes
0
0
dnr after sadm
4
60
4.5
190
40
39.5
90
1.699951
0.5
1.199951
130
7.30957
null
null
null
null
1
<2 mo. follow-up
1
257
34.17398
1
female
1
5
5
ARF/MOSF w/Sepsis
ARF/MOSF
1
13
under $11k
26
39,002
null
null
56
white
49.296875
53
0.21698
0.119995
3
0
0
no
0.1
0.001
dnr after sadm
4
67
1.599854
85
34
33.89844
46
null
1.899902
0.299988
128
7.399414
null
null
null
null
3
<2 mo. follow-up
3
258
80.52295
1
male
0
5
164
CHF
COPD/CHF/Cirrhosis
3
null
null
0
5,853
3,727.5195
null
8
white
17.5
35
0.842896
0.74292
1
1
0
no
null
null
no dnr
5
97
7.199219
88
20
36.79688
319
4
0.699951
3.199707
136
7.489258
null
null
null
null
null
null
2.661133
259
50.53
1
male
0
6
1,349
CHF
COPD/CHF/Cirrhosis
2
13
null
0
18,574
11,205.3984
null
16
null
15.5
18
0.917969
0.861938
3
0
0
no
null
null
no dnr
6
66
4.899414
80
24
36.69531
null
null
null
1.399902
134
null
null
null
null
null
null
null
2.05957
260
56.82397
1
female
0
15
699
COPD
COPD/CHF/Cirrhosis
3
null
null
0
49,730
23,862.5781
null
13
black
20.898438
15
0.849976
0.75293
2
0
0
yes
0.7
0.65
no dnr
15
70
22
60
19
37
165.6875
null
null
1
137
7.449219
null
null
null
null
null
adl>=4 (>=5 if sur)
3.105957
261
45.892
1
male
0
76
105
ARF/MOSF w/Sepsis
ARF/MOSF
0
null
null
9
330,735
null
null
20.5
black
19.898438
34
0.835938
0.779907
54
0
0
no
null
null
no dnr
76
115
9.798828
145
32
38.69531
510
2
0.299988
0.899902
136
7.40918
null
null
null
null
null
null
2.686523
262
69.71698
1
female
1
4
4
Coma
Coma
2
null
null
100
21,696
11,611.6016
null
34
white
19.597656
25
0.283997
0.214996
1
1
0
no
0.1
0.001
dnr after sadm
3
115
14
95
16
36.39844
236.65625
null
0.399963
1.799805
141
7.469727
null
null
null
null
null
<2 mo. follow-up
2.983887
263
65.89996
1
male
0
20
693
ARF/MOSF w/Sepsis
ARF/MOSF
0
11
$11-$25k
26
143,419
null
null
25
white
19.5
50
0.734985
0.652954
18
0
0
no
0.8
0.8
no dnr
20
130
6.699219
110
26
38.19531
365
2.099609
0.199982
1.199951
131
7.5
null
null
null
1
null
null
1.1669
264
38.491
0
male
0
21
1,821
ARF/MOSF w/Sepsis
ARF/MOSF
1
null
null
0
111,543
56,904.375
null
22.333328
white
32
43
0.747925
0.667969
4
0
0
no
0.6
0.6
no dnr
21
123
12.898438
125
38
39.79688
162
2.899902
3.399902
0.699951
134
7.259766
null
null
null
null
null
null
2.45459
265
65.53595
1
male
0
14
1,332
MOSF w/Malig
ARF/MOSF
1
27
>$50k
0
61,126
30,566.9375
null
21.333328
black
20.597656
27
0.759888
0.68396
1
0
0
yes
0.5
0.5
no dnr
14
108
10.699219
100
12
39.29688
220
2.299805
0.899902
1.799805
136
7.40918
null
null
null
null
null
no(M2 and SIP pres)
2.101074
266
59.146
1
male
0
10
585
Lung Cancer
Cancer
2
11
null
0
17,737
9,855.5469
null
10.5
white
18.699219
23
0.68689
0.393982
1
0
0
metastatic
0.5
0.1
no dnr
10
74
2.699707
128
24
38.89844
null
null
1.199951
0.899902
138
null
null
null
null
3
3
null
3
267
53.922
1
female
0
24
78
Colon Cancer
Cancer
1
16
$25-$50k
0
46,135
28,130.0312
null
12.666664
white
4.599609
14
0.93689
0.849976
1
0
0
metastatic
0.9
0.5
no dnr
24
83
10.5
100
24
37.39844
null
4.599609
0.399963
0.799927
135
null
null
null
null
null
null
null
2.050293
268
40.63199
0
male
0
13
1,816
CHF
COPD/CHF/Cirrhosis
1
1
$11-$25k
0
29,551
16,497.9375
null
17
hispanic
19.398438
23
0.920898
0.865967
1
0
0
no
0.75
0.6
no dnr
13
95
null
94
26
36
null
null
null
1.5
140
null
null
null
null
null
0
no(M2 and SIP pres)
0
269
65.67596
1
male
0
25
62
Lung Cancer
Cancer
1
null
null
0
57,969
33,842.3438
null
10.25
white
33.695313
35
0.260986
0.035995
1
0
0
metastatic
0.8
0.3
dnr after sadm
12
64
11.398438
134
32
38.79688
309.5
2.599609
null
0.799927
132
7.519531
null
null
null
0
null
null
0.4948
270
53.10098
1
male
1
4
4
CHF
COPD/CHF/Cirrhosis
3
null
null
0
15,394
7,895.8438
null
29
white
32.695313
35
0.725952
0.571899
1
0
0
no
null
null
no dnr
4
43
13.298828
150
22
36.69531
610
3.799805
1.5
1.299805
132
7.679688
null
null
null
null
null
<2 mo. follow-up
2.807129
271
43.28299
1
female
1
7
7
MOSF w/Malig
ARF/MOSF
1
null
null
100
100,051
null
null
21.5
null
33.898438
63
0.014
0.003
22
0
0
yes
0.5
0.3
dnr after sadm
3
87
0.299988
140
44
38.5
259.125
2.699707
3.199707
1.5
146
7.479492
null
null
null
null
null
<2 mo. follow-up
3.533203
272
35.14297
1
male
0
5
1,131
Lung Cancer
Cancer
0
14
>$50k
0
7,880
4,021.0273
null
10
white
16.796875
13
0.774902
0.530884
1
0
0
metastatic
null
null
no dnr
5
77
8.298828
80
18
35.39844
null
null
null
0.899902
137
null
null
null
null
0
null
no(M2 and SIP pres)
0.4948
273
51.49899
1
female
0
4
28
Cirrhosis
COPD/CHF/Cirrhosis
3
12
under $11k
0
5,765
3,633.0703
null
9
white
18
27
0.820923
0.708984
1
0
0
yes
null
null
no dnr
4
87
6.099609
88
20
36.59375
366.625
2.299805
2
1.199951
130
7.549805
null
null
null
null
3
<2 mo. follow-up
3
274
76.44897
1
male
0
18
19
ARF/MOSF w/Sepsis
ARF/MOSF
1
11
null
26
92,307
49,963.5
null
23.666656
white
24.898438
37
0.593994
0.484985
6
0
0
no
0.5
0.5
no dnr
18
108
14.798828
140
20
39
null
null
null
2
144
null
null
null
null
null
6
<2 mo. follow-up
6
275
81.24597
1
female
1
3
3
Coma
Coma
1
null
null
100
15,473
7,722.8047
null
43
white
24.097656
58
0.080994
0.046997
1
0
1
no
0.05
0.000125
dnr before sadm
0
58
8.5
70
30
37.5
178
2.5
1.5
2.299805
135
7.369141
null
null
null
null
null
<2 mo. follow-up
5.240234
276
19.60599
1
female
1
5
5
ARF/MOSF w/Sepsis
ARF/MOSF
0
null
null
0
413,774
null
null
48
white
42.296875
59
0.56189
0.449951
40
0
0
no
0
0
dnr after sadm
5
48
6.099609
131
12
38.79688
156.25
4.399414
16.398438
1.099854
155
7.519531
null
null
null
null
null
<2 mo. follow-up
2.126465
277
63.431
0
male
0
61
1,809
ARF/MOSF w/Sepsis
ARF/MOSF
0
16
$11-$25k
26
409,250
null
null
34.5
white
31.296875
34
0.472961
0.353943
15
0
0
no
null
0.6
no dnr
61
90
3.399902
130
20
37.09375
230
2.799805
4.699219
2.099609
141
7.489258
null
null
null
null
2
no(M2 and SIP pres)
2
278
52.37198
1
male
0
5
644
COPD
COPD/CHF/Cirrhosis
3
12
under $11k
0
6,622
3,758.2363
null
11
black
14.898438
10
0.939941
0.897949
1
0
0
no
1
1
no dnr
5
102
15.5
80
18
37
300
null
null
1
140
7.429688
null
null
null
1
null
no(M2 and SIP pres)
1.1669
279
38.883
0
male
0
15
1,807
ARF/MOSF w/Sepsis
ARF/MOSF
0
16
null
37
34,680
18,825.9219
null
18.666656
hispanic
20
21
0.852905
0.802979
1
0
0
no
0.6
0.5
no dnr
15
83
7
110
30
38.69531
257.125
3.599609
0.099991
0.699951
133
7.449219
null
null
null
null
6
adl>=4 (>=5 if sur)
6
280
77.67596
1
male
1
4
4
MOSF w/Malig
ARF/MOSF
1
null
null
41
26,620
13,928.5234
null
39
white
40.898438
73
0.015999
0.003
4
0
0
metastatic
null
null
dnr after sadm
2
38
10.099609
110
20
38.79688
207.6875
null
2.799805
2.099609
131
7.279297
null
null
null
null
null
<2 mo. follow-up
3.762695
281
75.96698
1
female
0
9
34
Lung Cancer
Cancer
2
12
under $11k
9
12,424
7,979.4453
null
7.5
white
16.796875
30
0.650879
0.344971
1
0
0
metastatic
null
null
dnr after sadm
5
107
25.5
100
20
36.39844
null
3.899902
null
1.5
135
null
null
null
null
null
0
<2 mo. follow-up
0
282
42.38699
1
female
1
12
12
MOSF w/Malig
ARF/MOSF
1
null
null
0
221,026
108,952.438
null
35
white
40.09375
56
0.186981
0.097992
24
0
0
yes
null
null
dnr after sadm
2
112
1.399902
70
18
36.59375
144
4.599609
7.5
3.899902
143
7.459961
null
null
null
null
null
<2 mo. follow-up
2.336914
283
47.24698
1
female
0
10
108
Lung Cancer
Cancer
1
16
null
0
29,076
15,755.8828
null
27
asian
40.695313
44
0.136993
0.007
1
0
0
metastatic
0.9
0.5
no dnr
10
47
12.798828
140
32
38.59375
246.9375
2.599609
1.299805
1.299805
135
7.369141
null
null
null
null
null
null
2.960449
284
69.66699
1
male
1
14
14
Cirrhosis
COPD/CHF/Cirrhosis
1
null
null
0
122,908
62,152.9062
null
44.333313
white
29.796875
38
0.452942
0.251953
3
0
0
no
null
null
dnr after sadm
13
93
12.298828
150
14
37
142.84375
2.399902
5.399414
0.899902
138
7.279297
null
null
null
null
null
<2 mo. follow-up
2.55127
285
57.58197
1
male
0
10
1,395
CHF
COPD/CHF/Cirrhosis
3
10
under $11k
0
26,110
15,292.6016
null
17.5
white
20
38
0.880981
0.80188
1
0
0
no
0.85
0.75
no dnr
10
65
5
125
26
36.89844
400
3.899902
2.799805
1.299805
140
7.539062
null
null
null
0
null
no(M2 and SIP pres)
0.4948
286
50.64798
0
male
0
10
1,798
CHF
COPD/CHF/Cirrhosis
2
12
under $11k
0
23,376
13,861.8125
null
21.5
black
18.5
28
0.908936
0.845947
1
0
0
no
0.8
0.5
no dnr
10
67
5.299805
115
30
36.79688
419
3.399902
1.399902
1.199951
143
7.439453
null
null
null
0
0
no(M2 and SIP pres)
0
287
60.07898
1
male
0
11
800
Colon Cancer
Cancer
1
12
>$50k
0
22,300
13,441.8594
null
11.5
white
7.899414
18
0.911987
0.796997
1
0
0
metastatic
0.95
0.75
no dnr
11
103
4.299805
110
18
36.79688
283.3125
4.299805
0.299988
1.099854
142
7.379883
null
null
null
null
0
no(M2 and SIP pres)
0
288
67.47998
1
male
0
11
406
Colon Cancer
Cancer
1
null
null
0
11,506
7,928.3516
null
11
white
9
24
0.896973
0.763916
1
0
0
metastatic
0.99
0.75
no dnr
11
108
6.5
58
20
38.89844
null
4.099609
0.299988
1.5
143
null
null
null
null
null
null
null
2.262695
289
62.875
1
male
0
9
1,126
Colon Cancer
Cancer
1
14
>$50k
0
23,575
14,252.5938
null
8
white
7.199219
20
0.914917
0.80188
1
0
0
metastatic
0.95
0.75
no dnr
9
96
12.5
120
24
39
null
4.599609
0.199982
0.799927
137
null
null
null
null
2
null
no(M2 and SIP pres)
1.839
290
74.10797
1
male
1
17
17
COPD
COPD/CHF/Cirrhosis
2
12
$11-$25k
44
73,695
34,402.0938
null
26.333328
white
28.898438
35
0.462952
0.260986
1
0
1
no
0.5
0.4
dnr after sadm
5
63
22
160
12
37
134
null
null
0.599976
140
7.429688
null
null
null
null
7
<2 mo. follow-up
7
291
66.73199
1
male
0
18
576
Colon Cancer
Cancer
2
16
$25-$50k
0
30,052
18,453.2812
null
11.666664
white
10.599609
21
0.884888
0.737915
1
0
0
metastatic
0.7
0.5
no dnr
18
110
9.199219
90
28
37.19531
null
3.899902
0.5
0.899902
140
null
null
null
null
1
null
no(M2 and SIP pres)
1.1669
292
71.39996
1
female
0
40
42
ARF/MOSF w/Sepsis
ARF/MOSF
2
16
$25-$50k
0
163,714
85,802.9375
null
20.25
white
26.699219
29
0.690918
0.598999
5
1
0
no
null
null
dnr after sadm
32
120
10.798828
65
22
36.59375
86.65625
null
0.5
1.599854
143
7.469727
null
null
null
5
null
<2 mo. follow-up
3.855299
293
60.85699
1
female
0
9
309
Lung Cancer
Cancer
0
null
null
0
22,052
13,990.0859
null
11
white
10.099609
29
0.826904
0.625
1
0
0
metastatic
null
null
no dnr
9
98
3.799805
110
20
37.5
196
4.199219
0.099991
1.099854
136
7.40918
null
null
null
null
null
null
2.550781
294
47.37598
1
female
1
19
19
MOSF w/Malig
ARF/MOSF
1
12
$11-$25k
26
266,998
128,401.812
null
38.333313
white
32.398438
52
0.262939
0.156982
23
0
0
yes
0.8
0.8
dnr after sadm
19
78
7.599609
130
25
39.69531
152
null
1.199951
4.599609
145
7.379883
null
null
null
null
0
<2 mo. follow-up
0
295
71.15094
1
female
1
13
13
CHF
COPD/CHF/Cirrhosis
5
10
$11-$25k
0
27,021
15,741.9766
null
22.5
black
23.398438
40
0.797974
0.674927
1
1
0
no
null
null
dnr after sadm
10
127
6.699219
110
24
37.5
455.5
null
1
3.5
140
7.40918
null
null
null
null
1
<2 mo. follow-up
1
296
64.24597
0
female
0
15
1,788
ARF/MOSF w/Sepsis
ARF/MOSF
1
null
under $11k
0
32,157
17,095.1094
null
12.666664
hispanic
25.796875
47
0.768921
0.694946
2
0
0
no
0.95
0.95
no dnr
15
77
33.59375
110
22
38
346.625
null
1.599854
3
143
7.269531
null
null
null
null
1
null
1
297
21.63699
1
female
0
10
591
Colon Cancer
Cancer
1
16
>$50k
0
17,730
11,209.3672
null
9.5
white
19.398438
15
0.858887
0.685913
1
0
0
metastatic
0.95
0.9
no dnr
10
88
17.097656
74
20
36.39844
null
null
4.199219
0.899902
138
null
null
null
null
0
0
no(M2 and SIP pres)
0
298
60.58899
1
male
1
7
7
Lung Cancer
Cancer
2
12
>$50k
9
17,989
10,208.0312
null
11.5
white
23.097656
26
0.539917
0.21698
1
0
0
metastatic
null
null
dnr after sadm
6
117
12.398438
135
26
36.5
null
null
0.299988
1.099854
133
null
null
null
null
null
0
<2 mo. follow-up
0
299
55.20599
1
female
0
13
829
COPD
COPD/CHF/Cirrhosis
1
null
null
0
28,330
15,057.5703
null
12.5
black
17.398438
19
0.918945
0.863892
1
0
0
no
0.6
0.4
no dnr
13
93
5.799805
95
26
37.29688
223.3125
null
null
0.699951
142
7.379883
null
null
null
6
6
adl>=4 (>=5 if sur)
6
300
66.54596
1
male
1
45
45
ARF/MOSF w/Sepsis
ARF/MOSF
0
15
>$50k
0
348,628
177,669.875
null
37.75
white
31.199219
38
0.565918
0.453979
27
0
0
no
0.95
0.95
dnr after sadm
45
67
19.699219
150
20
39.39844
182.5
3.799805
1.699951
1.5
127
7.469727
null
null
null
null
null
<2 mo. follow-up
2.989746