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
4,301
75.37897
1
female
0
12
667
COPD
COPD/CHF/Cirrhosis
2
16
$11-$25k
0
14,949
null
null
21.5
white
22.199219
20
0.778931
0.646973
1
0
0
no
0.6
0.3
dnr after sadm
3
107
15.199219
110
20
37.79688
323.3125
null
null
0.799927
150
7.389648
105
26
1,350
4
1
no(M2 and SIP pres)
1
4,302
48.47598
1
male
0
15
211
MOSF w/Malig
ARF/MOSF
1
12
>$50k
0
17,299
null
null
16.666656
white
17.296875
24
0.783936
0.713989
1
0
0
metastatic
0.9
0.7
no dnr
15
67
6
80
16
35.59375
null
3.399902
0.799927
1
136
null
119
12
null
6
7
SIP>=30
7
4,303
69.33295
1
female
0
12
436
Colon Cancer
Cancer
2
9
null
0
21,897
null
null
19.5
hispanic
19.398438
23
0.772949
0.528931
1
0
0
metastatic
1
0.5
no dnr
12
69
null
68
22
36
null
null
null
1
139
null
172
12
5,450
3
0
no(M2 and SIP pres)
0
4,304
38.508
0
female
0
12
1,074
ARF/MOSF w/Sepsis
ARF/MOSF
1
12
$25-$50k
0
33,349
null
null
24.5
white
27.398438
46
0.844971
0.791992
1
0
0
no
0.95
0.95
no dnr
12
105
11.298828
77
26
38.09375
200
4.199219
0.299988
0.599976
140
7.379883
118
6
1,180
null
0
no(M2 and SIP pres)
0
4,305
69.75494
0
male
0
15
1,074
COPD
COPD/CHF/Cirrhosis
1
3
under $11k
0
31,384
null
null
22.333328
black
33.195313
43
0.605957
0.416992
1
0
0
no
0.6
0.5
no dnr
15
69
14.898438
63
6
38.19531
148.96875
null
null
4.299805
135
7.30957
87
57
2,143
0
1
no(M2 and SIP pres)
1
4,306
74.25598
0
female
0
23
1,074
ARF/MOSF w/Sepsis
ARF/MOSF
1
12
$25-$50k
0
39,642
null
null
26
white
29
25
0.680908
0.586914
1
1
0
no
0.75
0.65
no dnr
23
147
13.199219
69
8
36.89844
330
null
null
0.899902
141
7.449219
185
11
2,830
null
5
no(M2 and SIP pres)
5
4,307
64.12897
0
male
0
16
1,074
ARF/MOSF w/Sepsis
ARF/MOSF
0
12
$11-$25k
41
38,587
null
null
17.666656
white
29.296875
41
0.559937
0.44696
1
0
0
no
0.9
0.8
no dnr
16
71
13.699219
111
10
39.19531
305
4.199219
0.199982
0.399963
140
7.399414
154
13
1,193
null
0
no(M2 and SIP pres)
0
4,308
57.43997
1
male
1
20
20
MOSF w/Malig
ARF/MOSF
2
12
$25-$50k
0
128,232
null
null
43.333313
white
31.5
92
0.440979
0.320984
8
1
0
yes
0.8
0.7
dnr after sadm
19
97
3.899902
110
20
36.89844
null
2.599609
6.399414
1
140
null
157
16
null
null
1
<2 mo. follow-up
1
4,309
44.36099
1
female
1
10
10
Lung Cancer
Cancer
1
16
null
0
33,195
null
null
29
white
18.296875
23
0.72998
0.457947
1
0
0
metastatic
0.8
0.5
no dnr
10
49
10.199219
68
30
35.69531
110
null
null
4
147
7.359375
90
89
1,945
null
0
<2 mo. follow-up
0
4,310
56.00299
1
male
0
14
36
COPD
COPD/CHF/Cirrhosis
1
12
$25-$50k
0
15,116
null
null
8
white
17.296875
18
0.917969
0.861938
1
0
0
no
0.75
0.7
dnr after sadm
12
57
9.5
106
4
38.09375
240
3
null
1.299805
143
7.449219
148
36
1,400
2
0
<2 mo. follow-up
0
4,311
72.60797
0
male
0
43
1,073
ARF/MOSF w/Sepsis
ARF/MOSF
1
0
null
0
60,769
null
null
15.75
white
26.796875
40
0.73291
0.649902
1
1
0
no
0.6
0.6
no dnr
43
49
17.5
120
12
35.69531
121.65625
3.599609
0.399963
2.799805
144
7.279297
121
57
560
0
1
no(M2 and SIP pres)
1
4,312
83.95294
1
female
0
22
63
ARF/MOSF w/Sepsis
ARF/MOSF
1
9
under $11k
0
68,803
null
null
35.333313
white
31
43
0.523926
0.408997
4
1
0
no
null
null
no dnr
22
128
13.5
134
28
38.09375
206
3.699707
0.5
1.899902
142
7.319336
104
96
1,240
null
4
null
4
4,313
61.71899
1
male
0
8
231
Colon Cancer
Cancer
1
3
$11-$25k
0
10,202
null
null
10
white
15
19
0.8479
0.664917
1
0
0
metastatic
0.8
0.5
no dnr
8
106
5.899414
134
10
37
236.65625
2.299805
19.097656
1.399902
141
7.469727
224
56
3,990
1
0
no(M2 and SIP pres)
0
4,314
59.86298
1
male
0
10
15
Lung Cancer
Cancer
3
4
under $11k
0
7,594
null
null
7.5
black
27.5
28
0.462952
0.148987
1
0
0
metastatic
0.25
0.05
dnr after sadm
1
67
7.699219
70
20
36.09375
null
null
null
1.5
141
null
56
27
2,050
null
6
<2 mo. follow-up
6
4,315
70.75696
1
female
0
7
41
Colon Cancer
Cancer
1
8
under $11k
9
3,803
null
null
7.5
black
21
32
0.711914
0.430969
1
0
0
metastatic
null
null
no dnr
7
55
18.097656
118
30
38.29688
null
1.799805
0.5
3.399902
131
null
299
27
0
null
6
<2 mo. follow-up
6
4,316
30.834
0
female
0
37
1,070
ARF/MOSF w/Sepsis
ARF/MOSF
0
12
null
0
65,783
42,571.5312
38,567
17
black
18.296875
19
0.932983
0.907959
1
0
0
no
null
null
no dnr
37
67
10.398438
60
20
38.29688
98.32812
null
null
1.699951
141
7.509766
134
27
2,075
2
5
SIP>=30
5
4,317
67.24695
1
male
0
10
699
ARF/MOSF w/Sepsis
ARF/MOSF
1
6
$11-$25k
0
29,237
null
null
28.5
black
20
18
0.839966
0.784912
2
0
0
no
0.8
0.8
no dnr
10
59
24.699219
60
24
35.79688
null
3.599609
1.099854
2.299805
141
null
102
58
1,650
null
1
adl>=4 (>=5 if sur)
1
4,318
25.114
0
female
0
12
1,069
ARF/MOSF w/Sepsis
ARF/MOSF
0
15
$11-$25k
0
40,468
null
null
17
black
33
36
0.776978
0.704956
5
0
0
no
0.75
0.7
no dnr
12
104
0.199982
125
22
36.89844
null
2.299805
0.699951
0.5
136
null
113
6
5,000
0
0
no(M2 and SIP pres)
0
4,319
71.96997
1
female
1
5
5
Coma
Coma
2
null
null
61
18,530
null
null
17
white
19.898438
43
0.392944
0.319946
4
1
0
no
null
null
dnr after sadm
1
38
8
70
16
35.79688
null
4.699219
0.699951
1.199951
135
null
94
21
3,050
null
null
<2 mo. follow-up
2.836426
4,320
52.26599
0
male
0
19
1,069
Colon Cancer
Cancer
1
20
>$50k
0
18,529
null
null
14.666664
asian
37.195313
22
0.404968
0.106995
1
0
0
metastatic
null
null
no dnr
19
77
10.398438
60
20
35.59375
null
null
null
1.699951
135
null
125
33
1,150
null
0
no(M2 and SIP pres)
0
4,321
25.96599
1
female
0
8
203
Colon Cancer
Cancer
1
14
$11-$25k
0
14,354
null
null
10
black
14.798828
16
0.895996
0.761963
1
0
0
metastatic
null
null
no dnr
8
114
9.099609
53
28
38.19531
225.6875
3.899902
0.399963
1.099854
139
7.399414
108
18
2,700
0
0
no(M2 and SIP pres)
0
4,322
37.25098
1
male
0
12
540
CHF
COPD/CHF/Cirrhosis
2
14
$11-$25k
0
24,578
null
null
25
white
23.398438
27
0.873901
0.790894
1
0
0
yes
0.8
0.7
no dnr
12
80
6.599609
70
20
36.79688
315.375
null
null
1.199951
139
7.319336
95
23
1,150
0
1
no(M2 and SIP pres)
1
4,323
67.14899
1
female
0
5
291
Lung Cancer
Cancer
1
14
null
0
7,070
null
null
12
white
17.796875
16
0.685913
0.392944
1
0
0
metastatic
0.8
0.5
no dnr
5
100
6.5
80
25
36
null
3.299805
null
1.299805
146
null
88
24
1,500
4
1
no(M2 and SIP pres)
1
4,324
57.19098
0
male
0
11
1,069
COPD
COPD/CHF/Cirrhosis
2
10
$11-$25k
0
18,074
null
null
14.5
black
25.898438
36
0.834961
0.730957
1
0
0
no
0.95
0.95
no dnr
11
100
7.799805
70
20
36.09375
null
3.099609
0.5
1.299805
144
null
103
16
null
0
0
no(M2 and SIP pres)
0
4,325
67.56494
0
male
0
11
1,069
CHF
COPD/CHF/Cirrhosis
3
14
$25-$50k
0
11,944
null
null
13
white
18
10
0.873901
0.790894
1
1
0
no
0.6
0.6
no dnr
11
63
7.299805
80
20
37.09375
458.3125
null
null
1.599854
142
7.359375
111
21
1,300
0
0
no(M2 and SIP pres)
0
4,326
51.88498
1
female
1
9
9
Lung Cancer
Cancer
1
12
$11-$25k
0
35,326
null
null
33
white
20
23
0.677979
0.381958
1
0
0
metastatic
null
null
dnr after sadm
9
63
29.097656
80
7
38
214
null
null
3.199707
142
7.399414
111
35
3,336
null
1
<2 mo. follow-up
1
4,327
82.53497
1
female
0
17
19
ARF/MOSF w/Sepsis
ARF/MOSF
1
14
null
0
75,513
null
null
22.666656
white
19.699219
37
0.691895
0.599976
13
0
0
yes
0.25
0.15
dnr after sadm
1
65
14.298828
106
24
36.39844
248
null
null
0.799927
136
7.359375
105
21
1,100
null
6
<2 mo. follow-up
6
4,328
84.23499
1
male
0
13
99
ARF/MOSF w/Sepsis
ARF/MOSF
0
null
null
0
18,640
null
null
13.5
black
28
52
0.650879
0.550903
1
0
0
no
0.25
0.2
dnr after sadm
2
119
5.699219
114
27
36.59375
140.8125
null
15
5
154
7.479492
104
78
3,560
null
0
no(M2 and SIP pres)
0
4,329
61.22699
1
female
0
17
40
Lung Cancer
Cancer
1
18
>$50k
0
25,452
null
null
8.666664
white
21
19
0.630981
0.31897
1
0
0
metastatic
0.8
0.5
no dnr
17
75
26.199219
120
48
38.29688
185
null
null
1.599854
138
7.449219
123
20
2,190
0
0
<2 mo. follow-up
0
4,330
56.797
1
male
1
4
4
MOSF w/Malig
ARF/MOSF
2
null
null
0
71,320
null
null
36
black
36.09375
89
0.184998
0.095993
28
0
0
metastatic
0.1
0.05
dnr after sadm
2
73
13.5
124
36
39
211.40625
2.299805
0.599976
0.399963
134
7.459961
123
5
3,425
null
null
<2 mo. follow-up
2.660156
4,331
63.655
1
male
1
41
41
ARF/MOSF w/Sepsis
ARF/MOSF
1
9
$11-$25k
37
168,511
112,099.5
88,988
31.5
white
30
44
0.280945
0.171997
12
0
0
metastatic
0.2
0.2
dnr after sadm
33
65
4.399414
106
28
36.69531
340
2.599609
18.898438
2.5
134
7.149414
114
67
75
null
1
<2 mo. follow-up
1
4,332
63.01199
1
female
1
47
47
ARF/MOSF w/Sepsis
ARF/MOSF
2
4
under $11k
0
266,672
null
null
44.75
white
31.097656
45
0.536987
0.421997
10
0
0
yes
0.9
0.9
dnr after sadm
38
0
11.5
0
0
38.89844
151.65625
null
null
2
137
7.239258
203
35
4,135
null
4
<2 mo. follow-up
4
4,333
62.20099
1
male
0
3
958
Colon Cancer
Cancer
1
12
null
0
null
null
null
4
white
15.5
16
0.840942
0.650879
1
0
0
metastatic
null
null
no dnr
3
72
6.5
54
22
35.79688
null
null
null
2.099609
135
null
100
79
1,000
null
null
no(M2 and SIP pres)
1.689697
4,334
47.95297
1
male
1
26
26
Cirrhosis
COPD/CHF/Cirrhosis
2
12
under $11k
0
124,393
null
null
37.25
white
30.296875
72
0.685913
0.518921
1
0
0
no
0.5
0.5
dnr after sadm
22
113
23
106
10
36
null
2.099609
4
1.099854
137
null
94
13
990
null
0
<2 mo. follow-up
0
4,335
82.06995
1
female
0
12
14
Lung Cancer
Cancer
3
null
$11-$25k
9
9,039
null
null
7.5
white
22.296875
27
0.491943
0.171997
1
0
1
metastatic
0.7
0.1
dnr before sadm
0
119
14.5
100
24
35.59375
null
null
0.399963
0.599976
133
null
160
9
3,700
null
3
<2 mo. follow-up
3
4,336
62.28299
0
female
0
9
1,060
CHF
COPD/CHF/Cirrhosis
1
8
under $11k
0
6,597
null
null
8
white
16.097656
12
0.902954
0.836914
1
0
0
no
0.99
0.95
no dnr
9
100
17.296875
60
29
38.79688
217.125
null
null
0.799927
137
7.459961
105
10
5,710
1
2
SIP>=30
2
4,337
65.70294
1
male
0
87
773
COPD
COPD/CHF/Cirrhosis
1
null
null
44
272,666
192,386.125
160,300
35.25
null
22.097656
29
0.717896
0.560913
1
0
0
no
0.8
0.7
no dnr
87
97
17.5
65
8
38
362.8125
null
null
5.5
141
7.439453
274
110
625
null
null
Coma or Intub
2.80957
4,338
62.43399
1
male
0
6
233
Colon Cancer
Cancer
1
12
$11-$25k
0
9,179
null
null
8
white
14.199219
2
0.85498
0.678955
1
0
0
metastatic
0.9
0.5
no dnr
6
119
12.199219
66
24
38.59375
368
2.599609
0.799927
1.299805
133
7.449219
87
25
6,110
0
0
no(M2 and SIP pres)
0
4,339
79.98096
1
female
1
3
3
Coma
Coma
2
null
null
100
21,247
null
null
16
other
76.6875
73
0
0
4
0
0
no
null
null
dnr after sadm
2
36
57.796875
224
32
36.09375
41
2.099609
0.699951
1.799805
135
7.30957
123
50
580
null
null
<2 mo. follow-up
1.878662
4,340
52.51498
1
female
0
25
226
ARF/MOSF w/Sepsis
ARF/MOSF
3
13
null
0
67,737
null
null
24.25
white
23.898438
54
0.834961
0.778931
2
0
0
no
0.85
0.8
no dnr
25
55
65.6875
140
21
38.09375
133.3125
1.599854
0.799927
1.5
142
7.429688
136
22
1,400
null
3
adl>=4 (>=5 if sur)
3
4,341
84.07697
1
female
1
10
10
ARF/MOSF w/Sepsis
ARF/MOSF
1
7
under $11k
9
35,499
null
null
32
black
30.398438
47
0.553955
0.440979
1
0
0
no
0.75
0.75
no dnr
10
87
5.899414
74
16
36.59375
null
null
1
1.099854
140
null
126
9
4,500
null
5
<2 mo. follow-up
5
4,342
80.16394
1
male
1
38
38
ARF/MOSF w/Sepsis
ARF/MOSF
1
3
under $11k
9
177,245
null
null
27.25
other
30.699219
54
0.355957
0.238983
32
0
0
yes
null
null
dnr after sadm
22
51
16.898438
116
34
39.59375
124.4375
null
3.399902
1.599854
136
7.399414
249
33
2,655
null
7
<2 mo. follow-up
7
4,343
50.03699
1
male
1
21
21
Coma
Coma
1
14
$11-$25k
55
17,795
null
null
12.666664
white
24.898438
27
0.55896
0.491943
1
0
0
no
0.5
0.25
dnr after sadm
2
73
11.398438
110
46
38.69531
182.84375
null
0.399963
0.399963
131
7.519531
148
15
2,180
null
5
<2 mo. follow-up
5
4,344
72.51196
0
male
0
24
1,056
COPD
COPD/CHF/Cirrhosis
1
16
$11-$25k
0
6,038
null
null
27
black
22.199219
37
0.797974
0.674927
1
0
0
no
0.4
0.35
no dnr
24
109
10.099609
124
33
38
164.4375
3.099609
1.199951
0.5
137
7.459961
130
14
3,555
null
0
no(M2 and SIP pres)
0
4,345
67.45496
1
male
0
13
24
CHF
COPD/CHF/Cirrhosis
2
12
null
0
37,913
null
null
9.5
white
17.796875
21
0.876953
0.795898
1
0
0
no
0.85
0.75
no dnr
13
112
10.599609
54
8
38.29688
null
2.699707
null
0.799927
138
7.429688
146
4
3,200
0
1
<2 mo. follow-up
1
4,346
44.63498
1
male
0
7
258
Lung Cancer
Cancer
1
16
>$50k
0
14,703
null
null
8.5
white
9.298828
5
0.858887
0.685913
1
0
0
metastatic
0.9
0.7
no dnr
7
116
14.298828
112
26
36.39844
186.65625
2.399902
0.699951
1.399902
140
7.489258
279
31
3,025
0
4
no(M2 and SIP pres)
4
4,347
76.16394
0
male
0
9
1,055
ARF/MOSF w/Sepsis
ARF/MOSF
0
3
under $11k
9
23,055
null
null
17
black
21.898438
23
0.774902
0.702881
1
0
0
no
0.7
0.6
no dnr
9
62
5
104
23
37.89844
91.25
2.099609
9.398438
1
147
7.539062
424
30
1,790
0
0
no(M2 and SIP pres)
0
4,348
46.26099
0
male
0
7
1,056
CHF
COPD/CHF/Cirrhosis
2
7
under $11k
0
18,417
null
null
5
white
15.398438
18
0.934937
0.888916
1
0
0
no
0.85
0.8
no dnr
7
103
12.398438
112
24
36
414.25
3.199707
0.399963
1.199951
141
7.429688
137
24
2,300
null
3
no(M2 and SIP pres)
3
4,349
62.543
1
female
1
10
10
ARF/MOSF w/Sepsis
ARF/MOSF
0
20
null
0
75,022
null
null
42
white
32.796875
56
0.564941
0.453979
14
0
0
no
0.6
0.5
dnr after sadm
5
120
7.699219
80
24
35.5
200
null
0.699951
1.299805
140
7.429688
118
26
2,500
null
6
<2 mo. follow-up
6
4,350
37.314
1
male
1
6
6
ARF/MOSF w/Sepsis
ARF/MOSF
0
11
under $11k
0
51,971
null
null
55
white
32.296875
46
0.781982
0.710938
1
0
0
no
0.4
0.3
no dnr
6
124
16.097656
106
11
37.59375
356.625
null
0.5
1.199951
141
7.389648
116
12
1,555
null
0
<2 mo. follow-up
0
4,351
66.53796
1
male
1
23
23
MOSF w/Malig
ARF/MOSF
2
15
$11-$25k
0
188,481
null
null
47.333313
white
36.59375
61
0.247986
0.144989
15
0
0
yes
0.5
0.3
dnr after sadm
21
65
17.898438
20
50
38.79688
226.65625
2.799805
0.399963
0.799927
145
7.439453
176
8
2,150
null
0
<2 mo. follow-up
0
4,352
63.784
0
male
0
6
1,054
ARF/MOSF w/Sepsis
ARF/MOSF
2
12
$11-$25k
0
21,519
null
null
22
white
15.298828
22
0.893921
0.856934
2
0
0
no
0.9
0.8
no dnr
6
125
68.5
134
28
35.5
190
2.899902
0.599976
0.899902
144
7.379883
184
20
2,880
1
6
no(M2 and SIP pres)
6
4,353
69.16394
1
male
1
87
87
ARF/MOSF w/Sepsis
ARF/MOSF
2
7
under $11k
44
217,056
145,305
126,986
39.75
white
25.097656
37
0.46698
0.347961
6
1
0
yes
0.2
0.2
dnr after sadm
85
91
24
76
24
36.29688
171.40625
null
1.099854
3.299805
131
7.449219
168
55
4,435
null
0
adl>=4 (>=5 if sur)
0
4,354
67.49298
1
male
0
6
298
Colon Cancer
Cancer
1
15
$25-$50k
0
7,680
null
null
12
white
10.599609
10
0.883911
0.736938
1
0
0
metastatic
0.8
0.5
no dnr
6
105
12.699219
160
26
38.59375
125
2.699707
0.699951
0.599976
141
7.459961
222
14
1,785
1
4
no(M2 and SIP pres)
4
4,355
58.50198
1
male
1
4
4
MOSF w/Malig
ARF/MOSF
1
null
null
0
42,141
null
null
44
white
43.195313
115
0.109985
0.046997
11
0
0
yes
0.05
0
dnr after sadm
4
61
0.199982
186
36
38.59375
275.5
1.899902
1
1.699951
140
7.419922
200
34
650
null
null
<2 mo. follow-up
1.979981
4,356
73.26794
1
male
1
59
59
ARF/MOSF w/Sepsis
ARF/MOSF
1
7
under $11k
0
225,766
150,638.875
123,097
35.75
white
25.097656
32
0.68396
0.590942
16
0
0
no
0.05
0.02
dnr after sadm
49
87
1.799805
120
22
37.79688
314.25
null
0.799927
0.799927
136
7.509766
101
8
3,050
null
1
<2 mo. follow-up
1
4,357
69.28998
1
male
1
6
6
Coma
Coma
2
12
$25-$50k
89
23,434
null
null
26
white
16
7
0.402954
0.328979
3
1
0
no
0
0
dnr after sadm
2
107
13.898438
104
20
36.19531
284
3.799805
0.599976
1.199951
139
7.359375
150
28
null
null
0
<2 mo. follow-up
0
4,358
72.36395
1
male
1
63
63
ARF/MOSF w/Sepsis
ARF/MOSF
3
16
>$50k
89
149,405
94,173.8125
91,506
26.25
white
22
41
0.271973
0.164978
13
0
0
yes
0.5
0.3
dnr after sadm
63
112
13.398438
114
12
36.79688
182
null
null
1.599854
144
7.329102
69
30
4,415
null
4
null
4
4,359
42.21198
1
male
0
8
636
CHF
COPD/CHF/Cirrhosis
2
12
null
0
14,313
null
null
10
white
16.597656
8
0.93396
0.886963
1
0
0
no
0.8
0.8
no dnr
8
111
13.898438
116
25
38.09375
151
3
0.399963
3.599609
137
7.379883
244
54
3,265
7
0
no(M2 and SIP pres)
0
4,360
56.48199
1
male
0
5
18
CHF
COPD/CHF/Cirrhosis
2
null
null
0
50,879
null
null
29
white
18.097656
35
0.899902
0.831909
1
0
0
no
null
null
no dnr
5
75
3.799805
74
18
36.69531
null
3.699707
0.599976
2.099609
140
null
88
13
4,350
null
null
<2 mo. follow-up
1.866455
4,361
25.64499
0
male
0
20
1,047
COPD
COPD/CHF/Cirrhosis
1
14
$11-$25k
0
49,765
null
null
22
white
28.699219
50
0.916992
0.859985
3
0
0
no
0.4
0.4
no dnr
20
70
13
70
16
35
null
2.899902
1.199951
1.099854
133
null
120
61
1,400
null
0
no(M2 and SIP pres)
0
4,362
67.89294
0
male
0
22
1,046
CHF
COPD/CHF/Cirrhosis
2
12
null
0
65,432
null
null
34.333313
white
25.398438
53
0.780884
0.650879
1
0
0
no
0.78
0.7
no dnr
22
71
25.5
100
20
37.69531
null
null
null
1.799805
135
null
58
17
null
null
0
no(M2 and SIP pres)
0
4,363
70.57397
0
male
0
11
1,046
CHF
COPD/CHF/Cirrhosis
2
12
$25-$50k
0
22,068
null
null
10.5
white
13.599609
20
0.904907
0.839966
1
0
0
no
0.95
0.75
no dnr
11
81
9.898438
130
24
37.89844
253.3125
2.299805
0.5
0.899902
139
7.40918
143
8
4,870
0
2
no(M2 and SIP pres)
2
4,364
60.22998
0
male
0
7
1,046
CHF
COPD/CHF/Cirrhosis
3
14
>$50k
0
12,106
null
null
6
white
16
22
0.907959
0.844971
1
1
0
no
0.95
0.9
no dnr
7
131
6.899414
54
14
37.59375
157.5
null
null
0.899902
138
7.389648
121
7
6,915
0
0
no(M2 and SIP pres)
0
4,365
50.37399
0
female
0
38
1,045
ARF/MOSF w/Sepsis
ARF/MOSF
2
12
$25-$50k
0
220,001
143,696.125
117,379
20.25
black
23.796875
30
0.793945
0.725952
36
1
0
no
0.9
0.75
no dnr
38
107
15
120
44
38.29688
63.32812
null
null
0.699951
138
7.379883
69
7
1,270
null
2
no(M2 and SIP pres)
2
4,366
28.709
1
female
0
4
170
Colon Cancer
Cancer
1
15
$25-$50k
0
2,712
null
null
10
white
18.296875
17
0.859985
0.688965
1
0
0
metastatic
0.5
0.15
no dnr
4
109
6.699219
96
22
35.79688
352
null
null
11.599609
138
7.429688
152
89
0
0
0
null
0
4,367
69.91095
1
male
0
7
56
CHF
COPD/CHF/Cirrhosis
3
null
null
0
3,738
null
null
5.5
white
24.097656
41
0.792969
0.667969
1
1
0
no
0.95
0.75
no dnr
7
121
14.699219
100
8
36.09375
380
2
0.599976
0.699951
135
7.379883
274
8
1,270
null
null
<2 mo. follow-up
2.931152
4,368
23.10699
0
female
0
8
1,045
ARF/MOSF w/Sepsis
ARF/MOSF
1
12
under $11k
0
24,572
null
null
17.5
black
17.898438
26
0.94397
0.922974
1
1
0
no
0.95
0.95
no dnr
8
73
7.599609
60
16
39.19531
null
null
null
null
138
null
143
6
1,390
0
0
no(M2 and SIP pres)
0
4,369
69.54095
1
female
1
5
5
ARF/MOSF w/Sepsis
ARF/MOSF
0
null
null
100
58,201
null
null
53
white
56.09375
95
0
0
2
0
0
no
0
0
dnr after sadm
5
71
12.798828
106
24
36.89844
409.5
null
null
1.5
129
7.5
181
37
4,600
null
null
<2 mo. follow-up
2.704102
4,370
81.68396
1
male
0
26
363
COPD
COPD/CHF/Cirrhosis
1
12
$11-$25k
0
53,116
null
null
16
white
26.296875
50
0.576904
0.382996
7
0
0
no
0.8
0.75
no dnr
26
130
10.199219
108
20
36.69531
null
null
0.5
0.899902
141
null
122
16
5,900
null
0
no(M2 and SIP pres)
0
4,371
65.53894
1
male
0
6
191
Colon Cancer
Cancer
2
8
under $11k
0
5,489
null
null
7
black
19.597656
17
0.778931
0.537964
1
0
0
metastatic
0.5
0.2
no dnr
6
139
43.09375
120
35
36.19531
264
null
null
0.899902
141
7.329102
170
14
2,325
null
5
null
5
4,372
83.99695
1
male
0
5
349
CHF
COPD/CHF/Cirrhosis
2
16
null
0
9,379
null
null
15
white
19.199219
31
0.80896
0.689941
1
0
0
no
0.8
0.6
no dnr
5
70
7.5
100
16
36
423.75
null
null
1.299805
139
7.449219
228
14
2,380
null
3
no(M2 and SIP pres)
3
4,373
66.24194
1
female
0
14
27
Lung Cancer
Cancer
2
15
under $11k
0
21,273
null
null
12.666664
white
25.296875
39
0.50293
0.181976
1
0
0
metastatic
0.85
0.78
no dnr
14
109
8.099609
126
24
38.29688
368
null
null
0.699951
133
7.379883
131
6
865
null
null
<2 mo. follow-up
3.279297
4,374
51.46597
0
female
0
45
1,040
Cirrhosis
COPD/CHF/Cirrhosis
2
8
$25-$50k
0
98,005
null
null
14.25
white
19.597656
23
0.730957
0.578979
19
0
0
yes
1
1
no dnr
45
125
9.398438
120
24
38.59375
null
1.799805
0.799927
0.599976
135
null
148
31
null
null
1
no(M2 and SIP pres)
1
4,375
63.47998
1
female
1
5
5
ARF/MOSF w/Sepsis
ARF/MOSF
0
12
null
26
64,614
null
null
33
white
26.796875
47
0.589966
0.480957
16
0
0
no
0.1
0.05
dnr after sadm
5
122
11.298828
70
10
35.29688
428.5625
null
2
2.899902
141
7.289062
126
66
2,875
null
0
<2 mo. follow-up
0
4,376
72.10699
1
male
1
126
126
COPD
COPD/CHF/Cirrhosis
2
9
$11-$25k
0
412,406
299,965.75
246,904
31.75
white
49
58
0.140991
0.032997
1
0
0
no
0.7
0.6
dnr after sadm
93
80
20.5
118
16
36
null
3.599609
0.399963
0.899902
136
null
110
22
5,650
null
0
adl>=4 (>=5 if sur)
0
4,377
24.05699
0
female
0
23
1,037
ARF/MOSF w/Sepsis
ARF/MOSF
0
12
$11-$25k
0
87,463
null
null
30
white
19.398438
14
0.92395
0.895996
4
0
0
no
0.7
0.7
no dnr
23
58
31.5
140
35
38
146.9375
2
1.299805
4
146
7.349609
108
67
5
null
0
no(M2 and SIP pres)
0
4,378
77.30896
1
male
1
9
9
Coma
Coma
1
9
null
61
31,303
null
null
32
white
22.199219
43
0.33197
0.259949
1
1
0
no
0.05
0.02
dnr after sadm
6
149
1.599854
124
25
37.79688
177.5
null
0.799927
1.299805
142
7.429688
159
53
3,615
null
null
<2 mo. follow-up
2.285156
4,379
22.116
1
female
1
30
30
ARF/MOSF w/Sepsis
ARF/MOSF
2
12
$11-$25k
0
195,681
59,831.8125
110,839
52.5
black
42.09375
105
0.666992
0.569946
1
0
0
no
0.15
0.15
dnr after sadm
30
64
16.199219
126
40
36.39844
147.5
null
null
0.799927
149
7.399414
168
20
1,245
null
0
<2 mo. follow-up
0
4,380
61.487
1
male
0
39
431
ARF/MOSF w/Sepsis
ARF/MOSF
4
8
$11-$25k
44
99,152
null
null
24
black
31.699219
47
0.369995
0.251953
22
1
0
no
0.2
0.15
no dnr
39
80
5.299805
76
12
35.59375
null
null
0.399963
1
142
null
126
17
null
null
0
adl>=4 (>=5 if sur)
0
4,381
43.65799
0
female
0
24
1,036
ARF/MOSF w/Sepsis
ARF/MOSF
0
12
$25-$50k
0
42,531
null
null
13.666664
white
30.199219
21
0.790894
0.7229
1
0
0
no
null
null
no dnr
24
53
12.798828
140
10
38.29688
280
3.099609
11.5
1.099854
139
7.509766
156
39
1,505
null
0
null
0
4,382
61.465
1
male
1
53
53
ARF/MOSF w/Sepsis
ARF/MOSF
1
15
$11-$25k
0
261,018
170,933.125
151,400
38
white
27.199219
34
0.667969
0.571899
5
0
0
yes
1
1
no dnr
53
81
13.398438
76
20
36.59375
null
null
null
2.5
152
null
178
55
1,850
null
0
<2 mo. follow-up
0
4,383
56.23798
1
female
1
33
33
MOSF w/Malig
ARF/MOSF
1
17
$25-$50k
0
52,458
null
null
19
white
23.699219
39
0.651978
0.552979
1
0
0
metastatic
0.15
0.05
dnr after sadm
27
80
8.099609
76
20
35.5
null
4.099609
0.399963
0.299988
138
null
91
14
1,400
null
6
<2 mo. follow-up
6
4,384
77.22095
1
female
1
4
4
MOSF w/Malig
ARF/MOSF
2
12
under $11k
26
59,938
null
null
40
white
57.796875
81
0
0
15
0
0
metastatic
0.02
0.02
dnr after sadm
4
116
18.699219
146
11
38
270
3.199707
0.399963
1.299805
136
7.459961
165
23
2,580
null
1
<2 mo. follow-up
1
4,385
78.04797
1
female
1
4
4
ARF/MOSF w/Sepsis
ARF/MOSF
2
12
null
26
112,976
null
null
56
black
45.5
86
0.044998
0.012999
12
0
1
no
0
0
no dnr
4
95
6.399414
94
20
37
null
null
0.599976
1
140
null
115
4
3,250
null
0
<2 mo. follow-up
0
4,386
55.57797
0
male
0
23
1,034
ARF/MOSF w/Sepsis
ARF/MOSF
0
12
>$50k
0
103,968
null
null
40.333313
white
29.199219
45
0.761963
0.685913
1
0
0
no
null
null
no dnr
23
0
15.699219
0
0
37.09375
159.15625
null
0.899902
1.199951
127
7.379883
249
20
420
null
6
no(M2 and SIP pres)
6
4,387
46.73499
1
male
0
4
100
Colon Cancer
Cancer
1
13
$11-$25k
0
3,267
null
null
11
white
13.298828
9
0.884888
0.73999
1
0
0
metastatic
0.65
0.35
no dnr
4
69
9.199219
80
26
36.5
260
null
null
6.799805
130
7.339844
100
82
0
0
0
no(M2 and SIP pres)
0
4,388
64.047
1
male
1
11
11
ARF/MOSF w/Sepsis
ARF/MOSF
1
9
$11-$25k
0
28,500
null
null
12
white
26
32
0.745972
0.665894
4
0
0
no
0.85
0.75
no dnr
11
103
14.798828
64
27
36.19531
227.5
4.599609
4.199219
3.799805
147
7.359375
196
104
1,120
1
4
<2 mo. follow-up
4
4,389
57.82599
1
female
1
13
13
Cirrhosis
COPD/CHF/Cirrhosis
3
12
$11-$25k
0
26,240
null
null
30
white
33.796875
51
0.42395
0.223999
1
0
0
yes
0.4
0.25
dnr after sadm
9
127
12
116
30
38
283.3125
2.599609
6.5
2.5
141
7.509766
142
68
1,585
null
6
<2 mo. follow-up
6
4,390
59.39798
1
male
0
17
86
CHF
COPD/CHF/Cirrhosis
4
13
$11-$25k
0
59,896
null
null
24.333328
white
27.597656
55
0.782959
0.652954
1
1
0
no
0.9
0.6
no dnr
17
124
17.898438
104
22
36.39844
267.5
2.399902
0.699951
0.399963
130
7.449219
111
15
1,175
1
0
adl>=4 (>=5 if sur)
0
4,391
68.40198
1
male
0
13
43
Colon Cancer
Cancer
4
16
>$50k
0
24,885
null
null
16.5
white
47
40
0.089996
0.003
1
1
0
metastatic
0.7
0.2
no dnr
13
123
10.099609
124
30
38
188.5625
null
null
1.199951
142
7.269531
124
29
2,745
5
1
<2 mo. follow-up
1
4,392
58.08398
1
female
1
11
11
Coma
Coma
1
null
null
100
59,286
null
null
26
black
24.199219
42
0.155975
0.102997
22
1
0
no
0.7
0.1
dnr after sadm
3
69
5.099609
60
16
36.59375
null
null
1.099854
1.399902
133
null
102
23
2,175
null
0
<2 mo. follow-up
0
4,393
77.24298
1
male
0
16
88
COPD
COPD/CHF/Cirrhosis
2
19
null
0
32,418
null
null
19.666656
white
26.898438
35
0.629883
0.44696
4
0
0
no
0.75
0.7
no dnr
16
81
8.599609
76
16
36
null
4
0.399963
0.899902
143
null
99
9
null
null
2
null
2
4,394
71.66296
1
male
0
14
218
ARF/MOSF w/Sepsis
ARF/MOSF
2
11
under $11k
0
33,404
null
null
14
white
15.699219
8
0.850952
0.799927
8
1
0
no
0.5
0.5
dnr before sadm
0
50
15.398438
64
16
37.89844
314.25
3.199707
null
1.099854
137
7.429688
118
13
3,060
null
7
adl>=4 (>=5 if sur)
7
4,395
67.57599
1
male
0
10
1,029
CHF
COPD/CHF/Cirrhosis
4
null
null
0
9,614
null
null
5.5
white
14.699219
16
0.87793
0.796997
1
0
0
yes
null
null
no dnr
10
71
7.899414
66
18
36.5
328.5625
null
0.699951
1.399902
140
7.40918
88
22
null
null
null
null
2.745117
4,396
47.51797
0
male
0
13
1,029
ARF/MOSF w/Sepsis
ARF/MOSF
1
11
under $11k
9
30,760
null
null
16.5
black
29.296875
50
0.748901
0.669922
2
0
0
no
0.9
0.85
no dnr
13
121
6.599609
124
10
34.59375
186
1.899902
5.5
1
132
7.429688
268
15
2,350
null
0
adl>=4 (>=5 if sur)
0
4,397
26.045
0
male
0
31
1,029
ARF/MOSF w/Sepsis
ARF/MOSF
2
9
null
0
null
null
null
40.75
black
41.5
80
0.587891
0.478943
1
0
0
yes
0.1
0.1
null
null
51
12
114
24
38.19531
276.625
null
null
3.399902
133
7.399414
296
57
3,085
null
5
no(M2 and SIP pres)
5
4,398
68.10394
0
female
0
19
1,029
CHF
COPD/CHF/Cirrhosis
2
8
under $11k
0
24,701
null
null
7
black
23.898438
30
0.802979
0.681885
1
1
0
no
0.8
0.7
no dnr
19
66
95.296875
120
32
37.5
118.35938
2.799805
2.5
3.599609
142
7.329102
90
59
1,285
2
2
SIP>=30
2
4,399
88.20795
1
female
0
12
23
Coma
Coma
1
null
null
100
6,887
null
null
7.5
black
18.898438
28
0.134979
0.085999
1
0
0
no
0.05
0.02
dnr after sadm
1
147
8.898438
70
24
36.09375
404
null
0.899902
0.899902
142
7.40918
179
23
5,150
null
2
<2 mo. follow-up
2
4,400
65.84497
1
male
0
4
61
Lung Cancer
Cancer
1
5
$11-$25k
0
4,475
null
null
null
black
16.597656
11
0.69397
0.403992
2
0
0
metastatic
0.8
0.7
no dnr
4
55
7.899414
104
22
37.79688
122
null
0.5
1.299805
147
7.429688
191
15
1,975
null
0
null
0