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
7,101
83.64398
0
male
0
12
819
ARF/MOSF w/Sepsis
ARF/MOSF
3
12
null
0
14,988
10,007.9531
10,994.6094
18
white
25.5
31
0.570923
0.459961
1
0
0
metastatic
0.7
0.6
no dnr
12
116
9.798828
66
32
36
242.5
1.399902
0.699951
2.099609
139
7.349609
170
18
1,795
0
3
no(M2 and SIP pres)
3
7,102
76.56396
1
male
1
4
4
Cirrhosis
COPD/CHF/Cirrhosis
6
20
$11-$25k
41
3,525
2,471.7988
3,008.38867
30
white
31.097656
76
0.181976
0.050995
1
0
0
no
null
null
dnr before sadm
0
107
20.699219
103
34
35.59375
167.5
2.199707
0.399963
1.299805
142
7.359375
157
12
5,360
null
2
<2 mo. follow-up
2
7,103
70.94897
0
female
0
18
820
ARF/MOSF w/Sepsis
ARF/MOSF
0
12
$11-$25k
0
53,884
34,887.6562
41,764.2812
42.333313
white
27.5
31
0.670898
0.574951
6
0
0
no
0.95
0.95
no dnr
18
58
22.097656
122
38
38.29688
176.65625
2.099609
0.699951
5.299805
145
7.439453
138
68
617
null
0
no(M2 and SIP pres)
0
7,104
44.112
1
male
0
6
369
Cirrhosis
COPD/CHF/Cirrhosis
2
9
under $11k
0
5,430
3,820.9727
4,681.81641
3
white
29.398438
26
0.730957
0.578979
1
0
0
no
0.95
0.8
no dnr
6
63
6.5
61
24
36.19531
309.5
1.899902
0.699951
1.199951
142
7.539062
113
39
null
0
0
no(M2 and SIP pres)
0
7,105
28.523
1
female
0
4
708
Lung Cancer
Cancer
1
12
under $11k
0
5,666
3,811.1543
4,416.05859
15
white
16.296875
12
0.794922
0.565918
1
0
0
metastatic
0.9
0.6
no dnr
4
95
9.699219
69
20
36.29688
442.8125
4.099609
1
1.099854
136
7.449219
123
10
2,900
null
0
null
0
7,106
43.603
0
female
0
3
817
CHF
COPD/CHF/Cirrhosis
3
12
under $11k
0
5,065
2,676.707
3,611.36914
null
white
13.599609
14
0.945923
0.908936
1
1
0
no
null
null
no dnr
3
70
8.298828
176
20
37.89844
null
4
1
0.799927
134
null
94
14
1,500
0
0
no(M2 and SIP pres)
0
7,107
79.55597
1
male
0
35
98
Coma
Coma
0
16
$11-$25k
9
68,866
45,992.9688
49,307.1562
21
hispanic
16.597656
43
0.641968
0.580933
6
0
0
no
0.67
0.7
no dnr
35
85
null
114
24
36.09375
136
null
null
0.899902
136
7.299805
129
9
2,175
null
1
adl>=4 (>=5 if sur)
1
7,108
62.29199
0
male
0
3
817
Cirrhosis
COPD/CHF/Cirrhosis
3
12
under $11k
0
2,223
1,608.5732
1,986.05957
null
white
16.097656
18
0.791992
0.665894
1
0
0
yes
0.9
0.8
no dnr
3
122
10.199219
109
24
35.69531
229.625
3.799805
0.799927
0.799927
136
7.30957
120
14
1,900
null
null
no(M2 and SIP pres)
2.431152
7,109
90.52399
1
female
1
7
7
CHF
COPD/CHF/Cirrhosis
2
5
under $11k
0
6,025
4,134.9375
4,368.52734
6
white
16.296875
34
0.822998
0.712891
1
0
0
no
0.75
0.5
dnr after sadm
6
144
14.298828
138
13
36.69531
134.65625
2.099609
1.699951
5.199219
134
7.269531
178
63
1,126
1
1
<2 mo. follow-up
1
7,110
64.16699
0
female
0
4
813
CHF
COPD/CHF/Cirrhosis
4
14
under $11k
0
2,727
0
0
10
black
28
41
0.756958
0.61499
1
1
0
no
0.7
0.6
no dnr
4
101
3.899902
68
24
36.79688
466.625
2.899902
4.299805
0.699951
138
7.389648
92
5
null
3
5
no(M2 and SIP pres)
5
7,111
65.34998
1
male
0
5
44
Lung Cancer
Cancer
3
12
$11-$25k
9
3,482
2,540.1289
3,109.50977
13
white
14.599609
9
0.723999
0.448975
1
1
0
metastatic
0.5
0.1
no dnr
5
123
0.699951
140
32
35.89844
null
null
null
4.199219
130
null
119
42
null
null
4
<2 mo. follow-up
4
7,112
54.40399
1
female
0
7
28
Lung Cancer
Cancer
2
12
under $11k
9
6,504
4,654.293
5,790.12891
6
white
11.099609
19
0.802979
0.580933
1
0
0
metastatic
0.5
0.1
dnr before sadm
-1
112
26.199219
140
12
38.5
222.5
1.399902
3.899902
0.699951
139
7.40918
194
7
2,250
0
0
<2 mo. follow-up
0
7,113
58.995
0
male
0
26
810
CHF
COPD/CHF/Cirrhosis
6
8
under $11k
9
45,541
30,684.9844
36,930.7188
28.25
white
37.796875
29
0.532959
0.333984
1
1
0
no
0.8
0.65
no dnr
26
118
null
53
28
38.29688
313.3125
1.599854
1.099854
2
145
7.459961
109
39
4,210
0
0
SIP>=30
0
7,114
55.702
1
male
0
7
84
ARF/MOSF w/Sepsis
ARF/MOSF
3
7
$11-$25k
0
10,151
6,042.293
6,985.70703
14.5
white
21.796875
20
0.860962
0.812988
1
0
0
no
0.9
0.85
no dnr
7
89
10.5
79
20
36
null
3.699707
1
2
138
null
113
45
null
0
0
no(M2 and SIP pres)
0
7,115
77.49799
1
female
1
6
6
Coma
Coma
0
10
under $11k
44
14,161
9,069.25
10,322.1797
52
white
22
54
0.42395
0.350952
1
0
0
no
0
0
dnr after sadm
1
113
17.097656
152
10
39.79688
190
null
null
0.899902
143
7.429688
176
22
3,695
null
0
<2 mo. follow-up
0
7,116
40.93399
0
male
0
8
804
Cirrhosis
COPD/CHF/Cirrhosis
1
12
under $11k
0
6,717
4,903.5938
5,247.82812
8
white
15.898438
27
0.908936
0.846924
1
0
0
no
1
1
no dnr
8
107
10.5
121
9
36.5
184
2.399902
1
1.299805
132
7.429688
233
16
4,575
0
0
no(M2 and SIP pres)
0
7,117
74.146
0
female
0
4
803
CHF
COPD/CHF/Cirrhosis
2
8
under $11k
0
3,434
1,934.5312
2,030.45996
12
white
16.5
19
0.871948
0.786987
1
0
0
no
0.8
0.7
no dnr
4
116
6.5
116
24
36.39844
224.96875
3.199707
0.899902
0.5
130
7.459961
102
4
3,075
0
1
no(M2 and SIP pres)
1
7,118
34.64798
1
female
1
3
3
ARF/MOSF w/Sepsis
ARF/MOSF
2
12
under $11k
100
49,625
30,662.9688
34,789.4688
null
white
42.695313
98
0.043999
0.012999
14
0
0
no
0.2
0.2
no dnr
3
103
21.796875
85
20
36.19531
null
3.099609
0.599976
13.398438
140
null
151
83
2,450
null
5
<2 mo. follow-up
5
7,119
74.19299
1
male
0
15
176
Colon Cancer
Cancer
1
20
under $11k
0
11,182
8,331.7891
11,199.0781
10.666664
white
15.5
19
0.819946
0.611938
1
0
0
metastatic
0.8
0.4
dnr after sadm
13
65
7.299805
64
20
36.09375
null
4.299805
0.599976
1
138
7.419922
261
22
2,475
1
null
SIP>=30
1.166748
7,120
84.10394
1
male
1
11
11
ARF/MOSF w/Sepsis
ARF/MOSF
0
null
null
0
41,670
25,552.9531
30,203.75
62
white
35.59375
74
0.451965
0.332947
1
0
0
no
0.4
0.35
dnr after sadm
8
96
4.899414
65
20
36.5
null
2.599609
4.299805
0.599976
140
null
80
7
860
null
null
<2 mo. follow-up
2.975098
7,121
69.71899
0
male
0
7
799
CHF
COPD/CHF/Cirrhosis
4
12
$11-$25k
0
14,225
7,411.1992
9,426.57812
10.5
white
20.097656
57
0.845947
0.746948
1
0
0
no
0.9
0.85
no dnr
7
104
12
130
26
35.5
257.125
3.099609
0.599976
1
141
7.339844
202
7
1,475
0
null
no(M2 and SIP pres)
0.494751
7,122
65.66998
1
male
1
13
13
Coma
Coma
0
11
under $11k
44
34,190
21,498.0781
24,579.3906
43
white
17.796875
34
0.623901
0.56189
2
0
0
no
0.4
0.35
dnr after sadm
11
153
11.298828
63
24
36.79688
153.03125
2.299805
0.799927
1.299805
142
7.329102
96
24
5,565
null
0
<2 mo. follow-up
0
7,123
85.48895
1
female
0
13
147
CHF
COPD/CHF/Cirrhosis
5
5
under $11k
9
13,746
9,013.9375
9,537.88281
9.5
white
17
36
0.81189
0.694946
1
1
1
no
0.8
0.6
no dnr
13
121
11.298828
147
34
40
202
3.299805
0.599976
0.899902
143
7.529297
398
14
2,183
null
7
adl>=4 (>=5 if sur)
7
7,124
52.22198
0
female
0
9
799
COPD
COPD/CHF/Cirrhosis
3
11
under $11k
0
9,511
6,064.7969
6,643.25781
11
black
11.398438
20
0.954956
0.921997
1
0
0
no
0.95
0.85
no dnr
9
123
11.398438
124
36
38.79688
215
3.099609
1
1.399902
160
7.5
183
24
2,885
1
1
no(M2 and SIP pres)
1
7,125
61.59097
0
female
0
174
798
ARF/MOSF w/Sepsis
ARF/MOSF
0
12
null
0
528,991
343,305.25
393,421.25
53.5
white
31.5
56
0.656982
0.557983
3
0
0
no
0.5
0.75
no dnr
174
116
15.699219
122
42
36.69531
126.65625
2.5
0.199982
0.699951
141
7.489258
78
8
9,000
null
0
adl>=4 (>=5 if sur)
0
7,126
87.44696
1
female
0
4
248
CHF
COPD/CHF/Cirrhosis
4
10
under $11k
9
3,190
2,298.9609
2,387.2793
7
white
14.099609
31
0.841919
0.740967
1
1
1
no
null
null
no dnr
4
54
18.597656
117
35
39.5
328.5625
2
3.199707
3.5
130
7.359375
187
44
853
null
null
adl>=4 (>=5 if sur)
5.142578
7,127
74.64496
1
male
0
6
70
Lung Cancer
Cancer
3
9
null
0
5,841
3,918.9316
5,393.25781
15
white
17
32
0.684937
0.391968
1
0
0
metastatic
0.6
0.2
dnr after sadm
2
57
22.898438
63
8
35.69531
325.6875
2.899902
0.899902
12
137
7.399414
117
154
0
0
0
null
0
7,128
70.85797
0
female
0
9
795
COPD
COPD/CHF/Cirrhosis
2
null
null
0
15,318
9,469.1094
10,553.8125
29
white
28.796875
50
0.69397
0.528931
1
0
0
no
0.95
0.95
no dnr
9
71
14.099609
119
8
38.5
115
1.699951
2.5
0.5
126
7.529297
122
15
1,478
6
3
SIP>=30
3
7,129
38.54898
0
female
0
6
795
ARF/MOSF w/Sepsis
ARF/MOSF
1
9
under $11k
0
19,873
12,585.9062
12,943.2969
25
white
23.796875
27
0.860962
0.81189
4
0
0
no
0.75
0.6
no dnr
6
69
9.398438
130
28
36.59375
134.6875
2.899902
1.5
0.699951
137
7.40918
74
14
2,368
1
0
no(M2 and SIP pres)
0
7,130
77.29498
1
male
1
33
33
ARF/MOSF w/Sepsis
ARF/MOSF
3
10
under $11k
37
99,954
64,701.1562
76,104.625
52.5
white
27.699219
48
0.535889
0.420959
1
1
0
no
0.05
0
dnr after sadm
30
68
15.298828
107
30
36.59375
null
2.699707
0.799927
0.799927
136
null
286
6
2,050
null
7
<2 mo. follow-up
7
7,131
44.34998
1
male
0
6
42
Lung Cancer
Cancer
2
12
under $11k
0
5,294
0
0
13
black
28.699219
21
0.482971
0.163971
1
0
0
metastatic
0.5
0.2
dnr after sadm
2
118
6.899414
61
22
36.59375
460
1.5
0.399963
3.699707
133
7.40918
383
50
2,646
6
6
<2 mo. follow-up
6
7,132
64.91699
0
male
0
22
794
ARF/MOSF w/Sepsis
ARF/MOSF
0
8
null
0
42,535
27,290.4375
30,593.1562
37
white
26.398438
47
0.74292
0.661987
3
0
0
no
0.5
0.45
no dnr
22
131
9.798828
77
43
36.29688
202.5
2.699707
1.599854
0.5
149
7.539062
119
12
3,795
null
0
no(M2 and SIP pres)
0
7,133
71.81396
0
female
0
10
790
ARF/MOSF w/Sepsis
ARF/MOSF
3
8
under $11k
0
17,482
11,167.8828
12,565.5391
38
white
23.296875
45
0.793945
0.725952
1
1
0
no
0.95
0.9
no dnr
10
80
11.898438
101
32
37.5
252.375
2.899902
0.199982
1.199951
137
7.429688
87
18
2,675
null
7
adl>=4 (>=5 if sur)
7
7,134
82.91296
1
female
1
9
9
MOSF w/Malig
ARF/MOSF
2
12
under $11k
37
17,620
9,559.0625
11,777.9141
18.5
white
26.5
41
0.363953
0.245972
5
1
0
yes
0
0
dnr after sadm
4
82
5.5
85
24
36.39844
null
3.799805
0.399963
1
137
null
141
13
6,625
null
0
<2 mo. follow-up
0
7,135
76.646
0
female
0
4
790
Colon Cancer
Cancer
1
12
under $11k
0
3,833
2,677.7578
4,130.22656
5
white
17.097656
9
0.793945
0.563965
1
0
0
metastatic
1
0.8
no dnr
4
69
5
118
24
36.79688
161.65625
2.599609
3.099609
0.699951
135
7.379883
96
6
1,890
0
1
no(M2 and SIP pres)
1
7,136
60.70398
0
female
0
4
790
Cirrhosis
COPD/CHF/Cirrhosis
4
9
$11-$25k
0
7,557
5,053.4688
6,265.11719
11
white
13.599609
9
0.822998
0.710938
2
1
0
yes
0.8
0.6
no dnr
4
85
6.599609
88
24
37
270.3125
null
null
1.199951
137
7.399414
118
25
100
0
0
no(M2 and SIP pres)
0
7,137
62.71899
1
female
1
3
3
Coma
Coma
0
8
$25-$50k
100
6,113
3,972.3184
4,416.71875
34
white
49.398438
90
0
0
1
0
0
no
0.1
0
dnr after sadm
2
45
17.597656
200
36
36.09375
114
1.899902
21.898438
2.599609
124
7.30957
34
12
144
null
1
<2 mo. follow-up
1
7,138
58.30798
0
male
0
10
789
Cirrhosis
COPD/CHF/Cirrhosis
2
12
under $11k
0
9,487
6,871.7852
7,020.46875
10.5
white
23.398438
27
0.744995
0.598999
1
0
0
no
0.8
0.8
no dnr
10
71
10.398438
76
24
35.79688
195
2.899902
2.299805
1.599854
134
7.429688
98
54
1,990
0
0
SIP>=30
0
7,139
79.12396
1
male
0
16
42
MOSF w/Malig
ARF/MOSF
3
0
under $11k
9
17,993
13,135.5078
17,007
11.333328
white
30.097656
39
0.313965
0.200989
6
1
0
metastatic
0.5
0.1
dnr before sadm
-1
84
6.199219
72
20
34.89844
228.5625
3.199707
2.199707
0.699951
132
7.389648
89
10
545
1
1
<2 mo. follow-up
1
7,140
74.724
1
male
0
15
17
ARF/MOSF w/Sepsis
ARF/MOSF
3
12
$11-$25k
9
26,976
17,403.8281
19,448.5625
31.333328
white
32.296875
72
0.56189
0.449951
1
0
0
no
0.35
0.3
dnr after sadm
1
102
43.195313
107
36
36.09375
null
null
null
3
138
null
94
33
1,950
null
5
<2 mo. follow-up
5
7,141
65.61499
1
male
0
7
25
CHF
COPD/CHF/Cirrhosis
1
12
>$50k
0
11,004
5,491.8789
7,059.65625
11
white
22.296875
27
0.833984
0.728882
1
0
0
no
0.95
0.9
no dnr
7
102
6.399414
75
38
35.5
288.875
2.099609
0.899902
1.699951
141
7.429688
78
18
1,830
0
0
<2 mo. follow-up
0
7,142
75.24396
1
male
1
46
46
ARF/MOSF w/Sepsis
ARF/MOSF
4
12
$25-$50k
44
81,024
53,595.125
56,399.625
32.5
white
24.796875
39
0.592896
0.483948
1
1
1
no
0.75
0.1
dnr after sadm
3
75
9.699219
76
16
36
null
2.099609
1.399902
0.699951
129
null
135
16
null
null
6
<2 mo. follow-up
6
7,143
67.28296
0
female
0
8
785
Cirrhosis
COPD/CHF/Cirrhosis
3
14
under $11k
0
10,817
7,378.5508
8,418.28906
12
white
13.898438
16
0.836914
0.733887
1
0
0
no
0.95
0.95
no dnr
8
75
20.296875
68
10
38.09375
231.40625
4.299805
0.5
1
141
7.469727
107
16
704
0
null
null
0.494751
7,144
64.55298
0
male
0
4
782
COPD
COPD/CHF/Cirrhosis
4
6
under $11k
0
3,957
2,566.5977
2,682.63867
12
white
15.699219
7
0.903931
0.838989
1
0
0
no
0.9
0.85
no dnr
4
111
8.298828
81
20
37.69531
null
null
null
1.099854
140
null
112
13
null
0
null
no(M2 and SIP pres)
0.494751
7,145
76.271
1
female
1
8
8
ARF/MOSF w/Sepsis
ARF/MOSF
2
8
under $11k
26
22,169
14,495.5469
16,692.6094
37.5
white
23.898438
53
0.659912
0.562988
2
1
0
no
0.25
0.1
dnr after sadm
8
107
6.799805
74
20
35.29688
137.03125
4.199219
1.299805
1.899902
136
7.339844
158
63
1,485
null
null
<2 mo. follow-up
3.133789
7,146
74.93195
1
female
0
8
21
Cirrhosis
COPD/CHF/Cirrhosis
5
9
$11-$25k
0
9,535
6,474.2812
8,051.58984
23
white
28.796875
37
0.384949
0.188995
1
1
0
yes
0.2
0.1
dnr after sadm
1
115
12.798828
111
11
36.59375
160
2.799805
3
4.099609
137
7.549805
159
42
747
2
3
<2 mo. follow-up
3
7,147
82.85596
0
female
0
20
780
CHF
COPD/CHF/Cirrhosis
4
5
under $11k
0
16,190
12,133.25
11,202.6172
6.666664
black
14.398438
38
0.859985
0.767944
2
1
0
no
0.8
0.7
dnr before sadm
-1
68
10.898438
104
24
36
157.5
3.899902
0.899902
2
139
7.209961
202
76
1,675
null
6
adl>=4 (>=5 if sur)
6
7,148
63.63898
1
male
0
8
758
ARF/MOSF w/Sepsis
ARF/MOSF
1
11
under $11k
0
10,863
6,378.3438
7,041.32812
18
white
25.796875
29
0.784912
0.714966
1
0
0
no
0.95
0.9
no dnr
8
117
11.099609
100
21
37.59375
203.6875
3.299805
0.599976
3.599609
146
7.439453
103
63
2,540
0
0
no(M2 and SIP pres)
0
7,149
71.474
0
male
0
9
777
CHF
COPD/CHF/Cirrhosis
5
5
under $11k
0
8,004
5,895.2852
5,674.44922
11
black
18.597656
31
0.856934
0.764893
1
1
0
no
0.8
0.7
no dnr
9
53
10.199219
66
28
37
null
2.099609
5.199219
3.099609
136
null
98
45
190
null
4
adl>=4 (>=5 if sur)
4
7,150
73.45398
1
female
1
57
57
ARF/MOSF w/Sepsis
ARF/MOSF
2
12
under $11k
37
171,216
108,781.875
120,742.625
39.5
white
20.199219
23
0.648926
0.54895
14
0
0
no
0.6
0.4
dnr after sadm
57
107
14.099609
140
10
38
140
null
null
0.899902
132
7.429688
86
13
2,913
null
1
<2 mo. follow-up
1
7,151
57.08398
1
female
1
32
32
ARF/MOSF w/Sepsis
ARF/MOSF
1
8
under $11k
9
119,689
78,583.4375
101,367.812
53.25
white
23.699219
53
0.710938
0.622925
9
0
0
yes
0.3
0.2
dnr after sadm
30
96
6.799805
130
20
36.5
400
2.099609
7.399414
0.599976
131
7.419922
148
6
null
null
1
<2 mo. follow-up
1
7,152
27.91499
0
male
0
32
775
ARF/MOSF w/Sepsis
ARF/MOSF
1
9
$11-$25k
0
51,737
34,929.4375
42,677.5625
29.75
white
26.597656
40
0.869995
0.823975
2
0
0
no
0.8
0.95
no dnr
32
75
6.299805
55
20
36.59375
null
null
null
0.899902
138
null
121
7
4,200
null
0
no(M2 and SIP pres)
0
7,153
43.31799
0
female
0
4
775
CHF
COPD/CHF/Cirrhosis
3
11
>$50k
0
3,774
2,671.8027
2,576.83984
13
white
25.898438
30
0.861938
0.771973
1
1
0
no
0.5
0.25
dnr before sadm
-1
106
9.398438
53
22
36.39844
null
4.099609
1.099854
1
138
null
92
14
900
null
6
adl>=4 (>=5 if sur)
6
7,154
73.27594
1
female
1
4
4
CHF
COPD/CHF/Cirrhosis
3
8
under $11k
0
4,532
2,593.2266
2,610.09961
20
white
24.597656
69
0.770996
0.635986
1
1
0
no
0.8
0.7
dnr after sadm
3
110
17.699219
68
10
38.29688
218
null
null
1.099854
132
7.439453
158
25
1.569824
null
7
<2 mo. follow-up
7
7,155
59.504
1
male
1
6
6
Coma
Coma
3
12
under $11k
100
28,075
18,682.875
23,228.4844
61
white
39
80
0
0
9
0
0
yes
0.02
0.01
dnr after sadm
2
87
2.699707
69
22
36.39844
null
2.199707
1.299805
0.899902
133
null
91
5
null
null
0
<2 mo. follow-up
0
7,156
57.94699
1
female
0
8
171
MOSF w/Malig
ARF/MOSF
1
12
under $11k
9
12,181
7,889.6992
10,269.0781
30
white
24.796875
30
0.585938
0.47699
1
1
0
metastatic
0.5
0.2
no dnr
8
64
5.5
69
24
35.89844
null
3.699707
0.299988
1.699951
138
null
93
64
1,275
4
6
SIP>=30
6
7,157
60.91699
1
female
0
8
466
CHF
COPD/CHF/Cirrhosis
2
10
under $11k
0
6,069
4,591.3398
4,687.21875
9
white
23
30
0.840942
0.738892
1
1
0
no
0.8
0.7
no dnr
8
97
10.199219
59
20
36.09375
195.21875
3.099609
0.699951
4.899414
140
7.329102
178
59
1,300
3
5
no(M2 and SIP pres)
5
7,158
77.93799
0
female
0
8
773
CHF
COPD/CHF/Cirrhosis
3
11
under $11k
0
8,357
5,456.5352
5,842.47656
11.5
black
16.5
22
0.860962
0.770996
1
0
1
no
0.8
0.6
no dnr
8
113
null
76
20
36.5
null
null
null
1.099854
146
null
65
16
null
1
0
no(M2 and SIP pres)
0
7,159
53.85898
1
female
1
5
5
Coma
Coma
0
12
null
0
41,029
26,436.7656
29,938.9844
61
black
15.398438
25
0.838989
0.806885
8
0
0
no
0.8
0.9
no dnr
5
116
19.199219
62
18
35.59375
390.4375
4.399414
0.699951
0.799927
133
7.259766
330
18
3,400
null
null
<2 mo. follow-up
1.609131
7,160
74.46698
1
female
0
11
634
CHF
COPD/CHF/Cirrhosis
2
17
>$50k
0
16,886
9,589
10,968.9297
30
white
34.898438
68
0.53894
0.340942
1
1
0
no
0.9
0.75
no dnr
11
67
9.5
116
12
35.59375
344
null
null
1.399902
112
7.459961
168
16
2,128
null
0
null
0
7,161
48.181
1
male
1
67
67
ARF/MOSF w/Sepsis
ARF/MOSF
1
12
under $11k
0
121,285
82,648
90,871.0625
16.25
white
28.597656
38
0.727905
0.643921
21
0
0
no
0.5
0.5
dnr after sadm
58
72
12.5
50
24
36.19531
282
4.199219
0.699951
1.599854
141
7.299805
123
25
2,260
2
null
null
1.838867
7,162
49.96298
0
male
0
12
770
ARF/MOSF w/Sepsis
ARF/MOSF
1
9
$11-$25k
0
26,074
16,713.625
19,144.8281
16.5
white
33.796875
43
0.656982
0.55896
4
0
0
no
0.95
0.8
no dnr
12
124
16.296875
180
37
38
367.5
2.299805
0.799927
0.899902
135
7.459961
114
29
2,024
0
3
no(M2 and SIP pres)
3
7,163
62.48297
0
male
0
18
769
ARF/MOSF w/Sepsis
ARF/MOSF
3
10
under $11k
0
50,318
33,684.7812
35,248.0312
20.666656
white
32.796875
35
0.591919
0.483948
6
1
0
no
0.9
0.7
no dnr
18
74
6.599609
72
16
38.09375
null
2.099609
4.899414
0.899902
138
null
91
4
1,750
1
0
no(M2 and SIP pres)
0
7,164
41.37399
0
female
0
87
769
Coma
Coma
0
14
null
61
161,771
111,000.875
123,108.25
27
white
17.898438
16
0.697998
0.644897
7
0
0
no
0.95
0.95
no dnr
87
72
11.599609
58
22
36.5
null
3.799805
0.899902
0.699951
140
null
91
11
475
null
0
adl>=4 (>=5 if sur)
0
7,165
68.73895
1
female
1
4
4
MOSF w/Malig
ARF/MOSF
1
10
under $11k
0
51,447
32,388.7031
38,091.2188
51
black
56.296875
111
0.001
0
12
0
0
yes
0.05
0.05
dnr after sadm
3
45
26.699219
122
44
40.79688
305
2
1.699951
6
134
7.299805
73
76
0
null
0
<2 mo. follow-up
0
7,166
32.26599
0
female
0
11
766
ARF/MOSF w/Sepsis
ARF/MOSF
0
12
under $11k
0
29,835
19,437.3906
22,718.9688
25.5
white
25.898438
34
0.85498
0.804932
4
0
0
no
0.99
0.99
no dnr
11
114
5.5
60
20
36.19531
null
3.699707
1
1.399902
145
null
282
31
null
null
0
null
0
7,167
77.27594
1
female
0
10
148
COPD
COPD/CHF/Cirrhosis
3
8
null
26
13,611
8,746.2656
9,409.88281
15
white
29.796875
33
0.487976
0.28595
1
0
0
no
0.5
0.5
dnr after sadm
2
64
27.699219
77
34
36
55
1.899902
1.299805
2.599609
147
7.379883
90
62
1,123
null
1
SIP>=30
1
7,168
67.87396
0
female
0
10
763
Lung Cancer
Cancer
1
12
under $11k
0
11,873
8,039.5586
10,097.7969
14.5
black
11.599609
17
0.795898
0.567993
1
0
0
metastatic
0.9
0.75
dnr after sadm
9
112
14.199219
74
32
36.39844
157.125
4.5
2.199707
2
140
7.459961
124
39
1,625
0
0
no(M2 and SIP pres)
0
7,169
51.06598
1
female
0
13
58
MOSF w/Malig
ARF/MOSF
1
10
under $11k
0
10,079
7,440.2852
9,969.3125
20.5
black
23.796875
44
0.719971
0.633911
1
0
0
yes
0
0
dnr after sadm
2
143
16.5
72
10
38.5
221.65625
3.299805
1.799805
1.699951
142
7.459961
155
46
3,680
6
3
<2 mo. follow-up
3
7,170
52.99399
1
male
1
13
13
Cirrhosis
COPD/CHF/Cirrhosis
2
null
null
0
31,891
20,829.9844
24,705.5156
47
white
32.09375
45
0.601929
0.411987
1
0
0
no
null
null
dnr after sadm
10
118
6.899414
76
20
35.59375
381.625
4.099609
1.199951
1.599854
131
7.429688
120
55
1,450
null
null
<2 mo. follow-up
2.875977
7,171
50.26999
1
male
0
4
397
COPD
COPD/CHF/Cirrhosis
3
8
under $11k
0
3,801
2,191.418
2,141.97852
4
black
21.296875
28
0.906982
0.843994
1
0
0
no
0.76
0.6
no dnr
4
97
12.599609
65
24
36.5
309.5
4.599609
2.5
1
136
7.40918
103
18
2,000
2
3
no(M2 and SIP pres)
3
7,172
46.86398
1
male
0
3
513
Lung Cancer
Cancer
1
12
under $11k
0
3,070
2,063.2363
2,431.10938
null
black
9.599609
9
0.853882
0.675903
1
0
0
metastatic
0.9
0.6
no dnr
3
128
9.599609
110
60
39.29688
98.5625
1.399902
1.099854
0.599976
138
7.40918
121
4
4,730
0
2
SIP>=30
2
7,173
74.75195
1
female
0
9
78
Cirrhosis
COPD/CHF/Cirrhosis
3
7
under $11k
0
7,948
5,618.1289
7,480.72656
5
white
19.296875
8
0.572998
0.378967
1
1
0
metastatic
0.4
0.3
dnr after sadm
2
142
5.199219
70
24
35.89844
323.75
3.899902
0.899902
1.299805
144
7.459961
172
30
1,350
0
null
null
0.494751
7,174
60.33099
1
male
1
24
24
ARF/MOSF w/Sepsis
ARF/MOSF
3
14
null
9
103,796
66,242.3125
78,435.375
44.333313
white
28.296875
53
0.728882
0.644897
1
1
0
no
0.6
0.6
dnr after sadm
20
67
9.5
110
32
35.79688
null
3.899902
0.899902
0.899902
138
null
149
9
850
null
5
<2 mo. follow-up
5
7,175
90.31598
0
female
0
23
759
ARF/MOSF w/Sepsis
ARF/MOSF
0
8
under $11k
0
27,841
19,648.4531
20,654.6875
17.666656
white
19.597656
33
0.782959
0.711914
1
0
0
no
1
0.8
no dnr
23
58
11.398438
65
24
37.89844
152
2.199707
0.299988
0.599976
141
7.509766
121
20
2,005
7
6
adl>=4 (>=5 if sur)
6
7,176
64.56897
1
male
0
4
387
Lung Cancer
Cancer
1
12
$11-$25k
0
5,765
3,704.4961
4,495.51953
11
white
18.199219
32
0.684937
0.390991
1
0
0
metastatic
0.1
0
no dnr
4
143
23.5
128
32
36.19531
379.5625
2.699707
0.299988
0.799927
137
7.449219
104
14
3,655
1
null
null
1.166748
7,177
52.88199
0
male
0
4
759
CHF
COPD/CHF/Cirrhosis
3
7
under $11k
0
5,504
2,770.3203
3,449.53906
14
white
14.699219
31
0.928955
0.878906
1
0
0
no
null
null
no dnr
4
119
21.5
115
8
38.19531
305.6875
2.099609
5.5
1.899902
149
7.459961
245
80
2,510
0
null
no(M2 and SIP pres)
0.494751
7,178
57.69498
1
female
1
12
12
Lung Cancer
Cancer
1
12
null
0
11,371
7,853.918
10,265.3438
13
white
20.199219
17
0.658936
0.355957
1
0
0
metastatic
0.1
0
dnr before sadm
0
74
8.398438
110
28
36
376.1875
3
0.899902
0.699951
133
7.489258
107
7
null
null
0
<2 mo. follow-up
0
7,179
75.14899
1
female
0
38
140
ARF/MOSF w/Sepsis
ARF/MOSF
2
6
under $11k
37
81,821
56,451.2188
68,577.0625
42
white
32
73
0.327942
0.212982
9
1
0
no
0.6
0.6
no dnr
38
58
11.398438
99
12
36.59375
126.25
2.799805
0.599976
1.5
139
7.389648
227
42
2,110
null
0
SIP>=30
0
7,180
70.28296
0
female
0
4
757
COPD
COPD/CHF/Cirrhosis
2
7
under $11k
0
3,537
2,384.1836
2,320.75977
14
white
11
13
0.918945
0.862915
1
0
0
no
0.9
0.75
no dnr
4
122
30.296875
300
12
36.29688
225
2
0.299988
0.599976
138
7.389648
171
28
2,465
2
null
SIP>=30
1.838867
7,181
83.24194
0
female
0
20
757
ARF/MOSF w/Sepsis
ARF/MOSF
0
8
null
0
42,356
24,962.9844
30,839.2188
15.666664
white
21.796875
28
0.758911
0.681885
2
0
0
no
0.9
0.9
no dnr
20
59
6.799805
58
24
35.19531
null
2.599609
1.099854
2.399902
150
null
181
32
1,400
0
0
no(M2 and SIP pres)
0
7,182
54.09998
0
female
0
9
756
ARF/MOSF w/Sepsis
ARF/MOSF
3
10
$11-$25k
0
20,297
12,216.4219
13,503.5391
29
white
26.199219
60
0.812988
0.75
1
1
0
no
0.8
0.8
no dnr
9
115
4.399414
69
24
36.39844
null
3.299805
0.599976
0.799927
140
null
85
15
null
2
5
SIP>=30
5
7,183
75.92297
1
female
0
20
68
MOSF w/Malig
ARF/MOSF
2
12
null
0
43,953
28,345.7969
35,247.0938
35.333313
white
44.898438
69
0.125
0.056
1
0
0
yes
0
0
no dnr
20
113
6.599609
82
20
37
null
2.699707
0.799927
1
146
null
115
16
3,117
null
2
null
2
7,184
78.87994
0
male
0
57
754
ARF/MOSF w/Sepsis
ARF/MOSF
2
14
$25-$50k
0
99,342
62,509.9688
71,938
32
white
16.097656
45
0.827881
0.769897
7
1
0
no
0.9
0.9
no dnr
57
42
20.699219
66
3
34.39844
86
3
0.599976
2
136
7.259766
111
29
10
null
0
no(M2 and SIP pres)
0
7,185
47.41699
1
female
0
39
74
MOSF w/Malig
ARF/MOSF
1
12
>$50k
9
147,284
93,937.5625
110,033.688
47
white
19.796875
35
0.62793
0.524902
16
0
0
metastatic
0.25
0.1
dnr before sadm
-1
68
12.199219
71
20
36.69531
352
2.599609
5.399414
1.099854
128
7.489258
107
18
2,750
0
0
SIP>=30
0
7,186
25.659
1
female
1
16
16
ARF/MOSF w/Sepsis
ARF/MOSF
0
9
under $11k
41
50,963
31,926.7188
36,235.4688
54
white
24.898438
24
0.823975
0.764893
1
0
0
no
0.5
0.8
dnr after sadm
15
47
16.199219
66
24
36
null
null
null
1.599854
132
null
478
26
4,150
null
7
<2 mo. follow-up
7
7,187
68.27899
1
male
0
35
271
ARF/MOSF w/Sepsis
ARF/MOSF
2
7
under $11k
44
56,443
37,968.6875
41,037.75
27.5
white
17.699219
43
0.773926
0.700928
1
1
0
no
0.5
0.5
no dnr
35
58
15.199219
80
13
36
174.28125
2.199707
1.599854
3.199707
131
7.449219
144
158
400
null
3
no(M2 and SIP pres)
3
7,188
58.04199
0
male
0
4
754
CHF
COPD/CHF/Cirrhosis
2
3
under $11k
0
4,621
2,825.0508
3,046.22852
5
black
12.099609
22
0.934937
0.889893
1
1
0
no
0.6
0.6
no dnr
4
70
6.299805
101
24
35.39844
360
3.899902
1.099854
2.5
136
7.40918
101
30
1,848
0
null
no(M2 and SIP pres)
0.494751
7,189
64.534
1
female
0
10
195
COPD
COPD/CHF/Cirrhosis
2
12
under $11k
0
9,137
6,217.2305
5,990.59766
9
white
16.796875
19
0.894897
0.824951
1
0
0
no
0.8
0.7
no dnr
10
126
21.199219
124
34
39.89844
278
3
1.099854
1.199951
133
7.599609
329
16
3,980
0
0
no(M2 and SIP pres)
0
7,190
55.04999
0
male
0
29
752
ARF/MOSF w/Sepsis
ARF/MOSF
2
9
$11-$25k
0
60,692
40,551.0312
47,640
35.75
white
25.796875
37
0.784912
0.713989
4
1
0
no
0.8
0.7
no dnr
29
102
12.398438
77
14
37.89844
null
3
0.599976
0.799927
142
null
96
31
null
null
1
no(M2 and SIP pres)
1
7,191
59.39999
0
female
0
83
751
COPD
COPD/CHF/Cirrhosis
2
9
under $11k
0
166,403
0
0
40.5
white
26.597656
50
0.814941
0.700928
1
0
0
no
1
1
no dnr
83
93
13.099609
108
16
36.5
316
4
0.599976
1
139
7.359375
108
12
null
0
0
SIP>=30
0
7,192
83.92297
0
female
0
11
750
ARF/MOSF w/Sepsis
ARF/MOSF
3
null
under $11k
26
9,448
6,874.3594
6,855.29688
18
black
23.5
45
0.649902
0.549927
1
1
1
no
1
1
no dnr
11
115
15.398438
113
34
38.09375
null
1.899902
0.799927
1.899902
147
7.359375
213
81
3,130
null
7
adl>=4 (>=5 if sur)
7
7,193
67.71497
1
male
0
5
26
MOSF w/Malig
ARF/MOSF
1
13
$25-$50k
0
10,883
6,483.543
7,480.54688
40
white
28
49
0.524902
0.408997
1
0
0
metastatic
0
0
dnr after sadm
3
73
4.699219
96
24
35.79688
588
3
6.199219
3.699707
140
7.319336
143
70
2,825
null
2
<2 mo. follow-up
2
7,194
57.35199
1
male
1
5
5
ARF/MOSF w/Sepsis
ARF/MOSF
5
null
under $11k
0
44,357
30,127.9531
33,057.5938
34
black
20.699219
53
0.81897
0.758911
21
1
0
no
0
0
dnr after sadm
2
83
6.599609
76
24
36.5
233.3125
3.399902
0.799927
1.099854
137
7.459961
201
14
1.199951
null
null
<2 mo. follow-up
3.221191
7,195
80.44397
1
female
1
4
4
ARF/MOSF w/Sepsis
ARF/MOSF
3
9
under $11k
100
28,011
18,735.6094
20,484.6562
52
black
85.5
112
0
0
14
0
0
no
null
null
dnr after sadm
3
77
12.599609
129
30
36
296
2.799805
0.5
1
131
7.539062
96
10
2,800
null
null
<2 mo. follow-up
2.238281
7,196
65.59595
1
male
0
23
499
ARF/MOSF w/Sepsis
ARF/MOSF
3
8
under $11k
0
83,233
55,499.1562
62,521.3438
33.333313
white
26.597656
38
0.622925
0.518921
16
0
0
yes
0.8
0.7
no dnr
23
83
6.099609
93
20
37.59375
376.1875
null
1.299805
2.199707
137
7.519531
112
45
1,325
null
6
null
6
7,197
77.98798
1
male
1
13
13
ARF/MOSF w/Sepsis
ARF/MOSF
1
8
under $11k
0
38,200
19,655.75
25,473.1406
54.5
white
40.695313
50
0.342957
0.22699
1
0
0
no
0.2
0.15
dnr after sadm
12
63
12.5
69
12
38.19531
275.6875
2.899902
0.699951
0.699951
127
7.469727
172
15
2,166
null
null
<2 mo. follow-up
2.849609
7,198
70.66095
0
male
0
19
748
ARF/MOSF w/Sepsis
ARF/MOSF
2
10
under $11k
9
20,463
14,014.3594
15,503.6172
12.333328
white
22.097656
26
0.791992
0.723999
1
0
0
no
0.95
0.94
no dnr
19
109
26
80
10
36.5
303.3125
1.899902
9
1.199951
133
7.479492
67
29
1,219
1
null
null
1.166748
7,199
52.07098
1
male
0
7
89
Cirrhosis
COPD/CHF/Cirrhosis
1
10
under $11k
0
9,472
6,581.4414
6,515.38672
8
black
16.199219
39
0.855957
0.762939
3
0
0
no
0.6
0.45
no dnr
7
69
25.296875
112
11
39.59375
116
2.299805
0.299988
0.899902
144
7.419922
121
16
1,206
7
null
null
5.199219
7,200
67.07697
0
female
0
22
746
CHF
COPD/CHF/Cirrhosis
3
12
under $11k
0
50,276
32,878.0312
40,735.4062
45.333313
white
35.5
63
0.496948
0.295959
1
0
0
yes
0.85
0.8
no dnr
22
80
10.798828
72
20
36.19531
null
3.599609
1.199951
1.699951
122
null
283
51
1,460
2
1
no(M2 and SIP pres)
1