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
5,801
71.69299
0
male
0
13
348
Colon Cancer
Cancer
1
18
>$50k
9
30,518
null
null
26
white
16.5
16
0.78894
0.555908
1
0
0
metastatic
null
null
no dnr
13
112
11.398438
135
31
38.29688
145
3.099609
1.299805
0.799927
135
7.399414
133
12
1,220
0
0
no(M2 and SIP pres)
0
5,802
73.28699
0
male
0
6
348
Colon Cancer
Cancer
1
14
null
0
10,775
null
null
12
white
15.898438
4
0.816895
0.605957
1
0
0
metastatic
0.6
0.4
no dnr
6
118
8.298828
135
38
35.5
226.65625
2.399902
0.5
0.699951
128
7.319336
103
10
3,730
0
null
no(M2 and SIP pres)
0.494751
5,803
70.461
0
male
0
15
347
Lung Cancer
Cancer
2
null
null
0
15,315
null
null
9.333328
white
35.695313
39
0.189972
0.015999
1
0
0
metastatic
0.3
0.2
dnr after sadm
2
108
10.599609
65
16
38.09375
null
null
null
0.699951
138
7.429688
99
5
4,280
0
0
adl>=4 (>=5 if sur)
0
5,804
69.74896
1
female
1
29
29
ARF/MOSF w/Sepsis
ARF/MOSF
1
10
null
0
213,137
null
null
45.5
white
26.796875
46
0.60791
0.501953
10
0
0
yes
0.5
0.5
dnr after sadm
28
50
3.199707
145
36
38.5
56.46875
2
0.899902
1.199951
142
7.25
94
11
1,696
null
null
<2 mo. follow-up
2.077637
5,805
51.13199
0
male
0
7
347
MOSF w/Malig
ARF/MOSF
2
0
under $11k
0
24,871
null
null
16.5
white
26.597656
34
0.613892
0.507935
4
0
0
yes
null
null
no dnr
7
103
7.799805
66
26
36.69531
null
null
null
0.699951
139
null
237
24
1,800
null
6
adl>=4 (>=5 if sur)
6
5,806
56.70898
1
male
1
43
43
CHF
COPD/CHF/Cirrhosis
2
9
$11-$25k
0
204,861
null
null
30
white
28
26
0.787964
0.660889
1
0
0
no
0.9
0.7
dnr after sadm
43
115
6.5
101
28
36.79688
177.5
2.599609
0.899902
0.899902
145
7.449219
87
21
1,700
0
0
<2 mo. follow-up
0
5,807
58.03998
1
male
0
8
141
Colon Cancer
Cancer
1
12
null
0
15,249
null
null
11.5
black
16.097656
21
0.839966
0.649902
1
0
0
metastatic
0.6
0.3
no dnr
8
83
7.799805
75
18
36.79688
304
null
null
0.899902
143
7.40918
125
23
null
3
1
no(M2 and SIP pres)
1
5,808
26.44199
0
male
0
19
346
ARF/MOSF w/Sepsis
ARF/MOSF
1
10
under $11k
0
59,332
null
null
15
black
26.296875
35
0.849976
0.797974
10
0
0
no
0.8
0.75
no dnr
19
118
11.398438
75
8
36
316.625
1.899902
5.199219
1.299805
134
7.359375
176
25
1,325
null
null
no(M2 and SIP pres)
2.490723
5,809
45.71399
0
female
0
6
345
Colon Cancer
Cancer
2
12
under $11k
0
10,864
null
null
11
black
9.099609
6
0.917969
0.80896
1
0
0
metastatic
null
null
no dnr
6
118
11
145
24
35.89844
162.5
null
0.5
0.699951
135
7.439453
264
19
1,775
0
0
no(M2 and SIP pres)
0
5,810
65.89697
1
male
0
18
295
ARF/MOSF w/Sepsis
ARF/MOSF
0
12
null
37
67,982
null
null
32.666657
white
63.5
51
0
0
3
0
0
no
0.4
0.2
no dnr
18
111
8.5
66
20
38.09375
null
4.199219
0.699951
0.799927
139
null
95
18
null
null
null
no(M2 and SIP pres)
1.852539
5,811
42.28598
1
male
0
32
39
MOSF w/Malig
ARF/MOSF
2
10
null
9
48,077
null
null
7.75
black
32.796875
37
0.360962
0.243988
2
0
0
metastatic
0.05
0
dnr after sadm
6
65
20
65
10
38.69531
191.40625
1.799805
3.799805
1.899902
144
7.419922
247
68
3,920
null
1
<2 mo. follow-up
1
5,812
47.33197
1
male
0
8
26
ARF/MOSF w/Sepsis
ARF/MOSF
0
11
$25-$50k
0
24,074
null
null
19
white
19.796875
15
0.897949
0.860962
1
0
0
no
0.8
0.7
no dnr
8
90
10.599609
105
12
36.39844
195.21875
3.299805
0.299988
0.899902
142
7.269531
110
20
860
0
0
<2 mo. follow-up
0
5,813
67.56995
1
male
0
20
55
Colon Cancer
Cancer
1
null
>$50k
0
21,601
null
null
8
white
16.199219
11
0.822998
0.61792
1
0
0
metastatic
null
null
no dnr
20
45
11.5
115
13
39.19531
124.4375
2.799805
null
0.899902
134
7.469727
141
18
3,810
0
0
<2 mo. follow-up
0
5,814
46.92697
1
male
1
8
8
MOSF w/Malig
ARF/MOSF
1
16
>$50k
37
61,115
null
null
33.5
white
24.597656
44
0.362976
0.245972
13
0
0
metastatic
null
null
no dnr
8
72
6.799805
125
8
38.79688
230
2.5
null
1
137
7.359375
89
6
1,910
null
null
<2 mo. follow-up
2.751953
5,815
83.10699
1
female
1
35
35
ARF/MOSF w/Sepsis
ARF/MOSF
1
4
under $11k
26
141,681
null
null
36
black
34.59375
51
0.164978
0.081985
12
0
0
yes
0.6
0.6
dnr after sadm
10
99
9.898438
76
20
36.39844
332
null
null
0.899902
136
7.399414
131
21
650
null
2
<2 mo. follow-up
2
5,816
61.26999
1
male
0
6
377
Lung Cancer
Cancer
2
10
$25-$50k
0
3,754
2,838.4238
800.45996
18
white
21.898438
26
0.60791
0.291992
1
0
0
metastatic
0.9
0.8
no dnr
6
73
5.799805
100
28
35.39844
null
null
null
0.799927
134
null
null
null
null
1
0
no(M2 and SIP pres)
0
5,817
51.836
0
female
0
8
2,029
Cirrhosis
COPD/CHF/Cirrhosis
2
12
under $11k
0
5,572
4,188.9023
1,291.21973
7.5
white
15.898438
15
0.876953
0.795898
1
0
0
no
0.75
0.5
no dnr
8
93
3.5
80
26
36.39844
369
3
0.299988
0.699951
138
7.339844
null
null
null
1
0
SIP>=30
0
5,818
30.04799
1
female
0
36
540
ARF/MOSF w/Sepsis
ARF/MOSF
1
15
under $11k
44
40,193
30,074.125
10,792.5156
30.25
white
22.398438
20
0.823975
0.764893
2
0
0
no
0.75
0.5
no dnr
36
68
8.898438
116
7
36
246.46875
2.699707
0.5
0.5
135
7.449219
null
null
null
null
7
adl>=4 (>=5 if sur)
7
5,819
56.88397
0
female
0
18
2,026
ARF/MOSF w/Sepsis
ARF/MOSF
3
12
$11-$25k
9
38,938
30,539.2812
10,389.9453
36.333313
white
32.195313
49
0.571899
0.460999
2
0
0
yes
0.5
0.5
no dnr
18
137
10.298828
157
13
38.09375
88
2.599609
1.299805
0.599976
134
7.429688
null
null
null
null
1
no(M2 and SIP pres)
1
5,820
49.20499
1
female
0
7
24
CHF
COPD/CHF/Cirrhosis
4
10
under $11k
0
5,771
4,279.543
1,743.22949
7.5
other
25.898438
29
0.844971
0.744995
1
1
0
no
0.1
0.001
no dnr
7
67
11.199219
104
26
35.79688
391.375
3.099609
1.5
0.899902
133
7.489258
null
null
null
1
5
<2 mo. follow-up
5
5,821
34.98398
1
male
0
5
31
CHF
COPD/CHF/Cirrhosis
3
11
$11-$25k
0
6,339
4,722.0547
1,178.40918
15
black
18.796875
31
0.932983
0.885986
1
1
0
no
0.95
0.95
no dnr
5
73
10.199219
105
32
36.59375
409.5
3.599609
0.399963
1.299805
136
7.419922
null
null
null
0
0
<2 mo. follow-up
0
5,822
64.64899
1
male
1
4
4
Coma
Coma
4
null
null
100
11,802
8,355.5938
4,095.76953
41
white
31.796875
38
0.014
0.004999
3
0
0
yes
0
0
dnr after sadm
4
57
33.59375
103
12
39.59375
135
null
null
2.199707
138
7.449219
null
null
null
null
null
<2 mo. follow-up
3.930176
5,823
40.44397
1
male
0
16
325
Cirrhosis
COPD/CHF/Cirrhosis
4
12
$11-$25k
0
11,137
8,525.7734
2,284.03906
8
white
21.398438
36
0.863892
0.773926
1
0
0
no
0.9
0.7
no dnr
16
96
8.099609
84
20
39
null
1.899902
8.798828
0.599976
135
null
null
null
null
1
1
no(M2 and SIP pres)
1
5,824
40.55899
1
female
0
15
586
Cirrhosis
COPD/CHF/Cirrhosis
6
12
under $11k
0
15,201
12,027.7031
2,170.59961
15
black
23.398438
47
0.829956
0.721924
2
0
0
no
0.8
0.5
no dnr
15
145
5.599609
82
30
36
336.0625
2.899902
3.099609
8.398438
135
7.399414
null
null
null
0
0
SIP>=30
0
5,825
42.71597
1
male
0
6
791
CHF
COPD/CHF/Cirrhosis
2
6
under $11k
0
4,538
3,398.3379
1,333.5293
14
white
22.796875
15
0.891968
0.81897
1
0
0
no
0.5
0.5
no dnr
6
97
11.398438
115
22
36
457.125
3.599609
0.799927
1.199951
131
7.40918
null
null
null
5
5
adl>=4 (>=5 if sur)
5
5,826
30.407
1
male
0
27
230
MOSF w/Malig
ARF/MOSF
2
12
$11-$25k
0
138,207
98,951.75
55,267.5
41.75
black
42.898438
83
0.131989
0.059998
43
0
0
yes
0.3
0.1
no dnr
27
107
0.319946
176
32
39.59375
147.125
3.799805
2.099609
3.099609
135
7.379883
null
null
null
null
0
no(M2 and SIP pres)
0
5,827
67.409
1
male
0
8
15
MOSF w/Malig
ARF/MOSF
1
12
under $11k
0
5,608
4,262.5117
1,240.75977
7.5
black
31.398438
51
0.429993
0.309998
1
0
0
metastatic
0.1
0.001
dnr after sadm
2
97
17.898438
114
36
36.29688
430.4375
2.699707
1.799805
2.299805
130
7.209961
null
null
null
null
null
<2 mo. follow-up
3.778809
5,828
62.49698
1
female
1
79
79
ARF/MOSF w/Sepsis
ARF/MOSF
5
8
null
0
151,172
113,714.812
36,978
31
white
32.398438
47
0.482971
0.36499
23
1
0
yes
0.25
0.2
dnr after sadm
22
114
17.597656
68
32
36.5
85.625
null
null
2.199707
133
7.429688
null
null
null
null
3
SIP>=30
3
5,829
44.32898
1
female
1
7
7
ARF/MOSF w/Sepsis
ARF/MOSF
2
14
null
9
21,020
16,124.1562
6,786.53906
50
white
28.898438
48
0.784912
0.714966
1
0
0
no
0.5
0.5
dnr after sadm
7
70
25.296875
111
22
38.5
109.5625
2.599609
0.399963
1.699951
133
7.389648
null
null
null
null
0
<2 mo. follow-up
0
5,830
37.84
0
male
0
15
2,019
ARF/MOSF w/Sepsis
ARF/MOSF
4
17
under $11k
0
26,070
19,550.6719
7,092.08984
31.666656
white
30.898438
45
0.800903
0.734985
1
1
0
no
0.75
0.75
no dnr
15
113
9.199219
118
20
35.39844
254.53125
2
6.399414
0.899902
128
7.399414
null
null
null
null
0
null
0
5,831
40.29797
1
female
0
16
94
Cirrhosis
COPD/CHF/Cirrhosis
3
12
under $11k
0
14,205
10,412.1328
4,452.14844
12.666664
white
22.597656
35
0.851929
0.755981
1
0
0
no
0.8
0.5
no dnr
16
61
5
102
20
36.69531
375.6875
4.599609
1.899902
1.5
129
7.449219
null
null
null
2
4
SIP>=30
4
5,832
79.69299
1
male
0
40
174
ARF/MOSF w/Sepsis
ARF/MOSF
0
16
null
0
109,357
78,708.625
31,970.1406
30
white
30.5
57
0.501953
0.384949
26
0
0
no
0.3
0.25
no dnr
40
110
11
127
11
39.19531
305
1.899902
5.199219
2.299805
133
7.459961
null
null
null
null
0
no(M2 and SIP pres)
0
5,833
35.49899
1
female
1
9
9
MOSF w/Malig
ARF/MOSF
1
18
$25-$50k
44
32,652
24,079.4688
11,113.3984
52
white
42
77
0.023998
0.006
4
0
0
metastatic
0.05
0.000125
no dnr
9
54
3.199707
176
60
40
98.59375
2.599609
1.099854
0.899902
145
7.289062
null
null
null
null
2
<2 mo. follow-up
2
5,834
77.30896
1
male
0
18
237
Colon Cancer
Cancer
1
12
>$50k
0
12,567
9,706.6719
2,523.81836
9.333328
white
15.199219
22
0.81897
0.608887
1
0
0
metastatic
1
0.5
no dnr
18
103
7.099609
60
20
36.59375
null
3.099609
0.799927
1.399902
133
null
null
null
null
0
0
no(M2 and SIP pres)
0
5,835
67.64099
1
male
0
5
35
Lung Cancer
Cancer
1
12
$11-$25k
0
3,671
2,911.4199
1,238
1
white
18
16
0.679932
0.384949
1
0
0
metastatic
0.25
0.01
dnr after sadm
1
95
3.899902
92
28
35.79688
null
null
null
1
141
null
null
null
null
0
2
<2 mo. follow-up
2
5,836
62.56497
0
male
0
4
2,016
COPD
COPD/CHF/Cirrhosis
2
3
under $11k
0
2,928
2,173.5625
929.50977
11
white
14.099609
28
0.899902
0.831909
1
0
0
yes
0.95
0.9
no dnr
4
98
7.599609
100
28
36.19531
273.75
4.099609
0.299988
1.099854
138
7.229492
null
null
null
0
null
no(M2 and SIP pres)
0.4948
5,837
55.66898
1
male
0
4
400
CHF
COPD/CHF/Cirrhosis
4
12
under $11k
0
3,072
2,277.4668
1,010.32959
13
white
14.099609
19
0.927979
0.876953
1
1
0
no
0.9
0.75
no dnr
4
75
8
76
22
36.29688
284.75
null
0.5
1.199951
142
7.429688
null
null
null
0
null
no(M2 and SIP pres)
0.4948
5,838
64.70099
1
female
0
18
70
ARF/MOSF w/Sepsis
ARF/MOSF
1
null
null
0
30,035
23,424.5625
10,360.9375
25.333328
white
38.296875
57
0.333984
0.218994
1
0
0
metastatic
0.4
0.2
no dnr
18
72
2.699707
128
28
36
199.625
3
1
3.199707
131
7.429688
null
null
null
null
null
null
3.917481
5,839
69.37195
1
female
1
17
17
Lung Cancer
Cancer
3
null
null
0
13,583
10,518.6953
3,508.4082
7.333332
black
30.796875
29
0.302979
0.051994
2
1
0
metastatic
0.5
0.1
dnr after sadm
4
83
10.699219
110
28
36.19531
466.625
2.599609
0.599976
1.099854
138
7.389648
null
null
null
null
null
<2 mo. follow-up
4.43457
5,840
78.35498
1
male
0
5
291
CHF
COPD/CHF/Cirrhosis
5
6
under $11k
0
4,032
2,952.9238
1,376.08984
7
white
27.597656
35
0.625
0.440979
1
1
0
yes
0.5
0.2
dnr after sadm
1
73
15.898438
120
24
36
null
3.199707
1
1.599854
132
null
null
null
null
6
3
SIP>=30
3
5,841
24.931
0
male
0
22
2,014
ARF/MOSF w/Sepsis
ARF/MOSF
1
12
under $11k
0
41,978
null
null
34
white
39.296875
39
0.709961
0.621948
1
0
0
no
0.99
0.99
no dnr
22
51
21
46
10
35.69531
87.5625
null
null
0.5
135
7.459961
null
null
null
null
6
SIP>=30
6
5,842
67.32898
1
female
0
17
145
CHF
COPD/CHF/Cirrhosis
3
null
null
0
10,263
8,112.8359
1,359.84961
7
white
20.898438
37
0.843994
0.744995
1
1
0
no
0.6
0.6
no dnr
17
60
4.599609
58
20
36.19531
null
null
0.5
2.199707
135
null
null
null
null
null
null
null
3.324219
5,843
56.35599
0
male
0
4
2,012
CHF
COPD/CHF/Cirrhosis
2
12
under $11k
0
6,956
5,181.9805
1,674.44922
7
white
15.599609
13
0.906982
0.842896
3
0
0
no
null
null
no dnr
4
79
5
68
16
36.39844
null
null
null
1
134
null
null
null
null
2
null
null
1.839
5,844
28.435
0
male
0
19
2,011
ARF/MOSF w/Sepsis
ARF/MOSF
1
10
under $11k
0
28,546
21,811.0938
7,453.73828
26
white
20.699219
23
0.911987
0.879883
3
1
0
no
0.8
0.8
no dnr
19
135
8.298828
126
10
36.69531
200
3.299805
0.5
0.699951
137
7.429688
null
null
null
null
6
no(M2 and SIP pres)
6
5,845
44.74698
1
female
1
13
13
ARF/MOSF w/Sepsis
ARF/MOSF
0
12
$11-$25k
0
62,724
44,182.9062
27,231.3438
54.5
white
35.695313
56
0.631958
0.529907
5
0
0
no
0.1
0.001
dnr after sadm
13
70
19
149
27
39.69531
75.70312
2.299805
1.599854
1.599854
147
7.449219
null
null
null
null
2
<2 mo. follow-up
2
5,846
68.90094
1
male
0
14
21
Colon Cancer
Cancer
1
10
under $11k
0
51,678
39,554.6562
16,607.25
21.666656
white
37.5
23
0.194977
0.017998
42
0
0
metastatic
0.75
0.5
no dnr
14
73
4.899414
94
20
36.59375
null
2
1.099854
0.599976
129
null
null
null
null
1
6
<2 mo. follow-up
6
5,847
68.48199
0
male
0
22
2,010
ARF/MOSF w/Sepsis
ARF/MOSF
1
14
$11-$25k
0
48,631
36,397.8125
18,265.7344
32
white
22.898438
40
0.702881
0.612915
10
0
0
yes
0.9
0.9
no dnr
22
53
13.398438
71
10
36.5
262.9375
1.899902
0.199982
1.699951
135
7.399414
null
null
null
0
0
no(M2 and SIP pres)
0
5,848
60.52298
1
male
1
11
11
ARF/MOSF w/Sepsis
ARF/MOSF
1
6
null
55
25,975
20,341.9688
5,722.01953
37.5
white
18.597656
30
0.756958
0.678955
1
0
0
no
0.5
0.5
no dnr
11
124
7
115
25
38.19531
304
2.799805
0.5
0.899902
135
7.459961
null
null
null
null
0
<2 mo. follow-up
0
5,849
28.55899
1
female
1
138
138
ARF/MOSF w/Sepsis
ARF/MOSF
1
11
under $11k
61
94,804
197,694
78,501.1875
44.25
black
23.5
30
0.698975
0.608887
52
0
0
no
1
0.5
dnr after sadm
62
78
33.09375
127
36
38.39844
212.5
2.799805
0.299988
0.699951
142
7.469727
null
null
null
null
0
adl>=4 (>=5 if sur)
0
5,850
71.93195
1
male
1
8
8
ARF/MOSF w/Sepsis
ARF/MOSF
1
11
$11-$25k
26
20,133
13,816.5078
8,076.78906
59
white
46
68
0.118988
0.051994
1
0
0
no
null
null
dnr after sadm
6
36
17
187
14
37.59375
103.1875
3.299805
1.099854
1.699951
142
7.419922
null
null
null
null
0
<2 mo. follow-up
0
5,851
61.78497
0
female
0
37
2,007
ARF/MOSF w/Sepsis
ARF/MOSF
1
11
$11-$25k
41
42,011
36,107.4062
13,650.8047
36
white
35.695313
37
0.391968
0.272949
1
0
0
no
0.1
0.001
no dnr
37
44
10.898438
116
40
37.79688
210.4375
3
0.899902
0.5
135
7.519531
null
null
null
null
6
null
6
5,852
19.82999
0
male
0
47
2,005
ARF/MOSF w/Sepsis
ARF/MOSF
2
11
under $11k
0
88,468
66,124.5
30,963.5
28
white
27.296875
58
0.859985
0.810913
8
0
0
no
0.9
0.9
no dnr
47
73
31.5
111
43
38.59375
240
1.799805
4.699219
1.599854
135
7.419922
null
null
null
null
1
no(M2 and SIP pres)
1
5,853
41.78
1
female
1
5
5
ARF/MOSF w/Sepsis
ARF/MOSF
0
null
under $11k
37
23,366
16,430.8281
9,346.36719
54
white
32.398438
67
0.542969
0.428955
10
0
0
no
0.1
0.001
dnr after sadm
5
61
29.199219
115
12
40.5
182.59375
0.799927
2.399902
2.699707
133
7.459961
null
null
null
null
2
<2 mo. follow-up
2
5,854
32.81
1
male
1
8
8
Cirrhosis
COPD/CHF/Cirrhosis
4
null
null
0
22,651
null
null
55.5
other
26.597656
32
0.837891
0.734985
1
0
0
no
0.6
0.4
no dnr
8
123
9.898438
136
30
35.89844
null
2.5
2.699707
0.599976
137
null
null
null
null
null
null
<2 mo. follow-up
3.158203
5,855
71.67999
1
female
0
6
295
CHF
COPD/CHF/Cirrhosis
4
11
under $11k
0
4,250
3,164.7832
1,135.85938
7
white
20.597656
33
0.794922
0.669922
1
0
0
yes
0.8
0.6
no dnr
6
77
7.5
136
30
38.39844
null
3.399902
0.899902
1
134
null
null
null
null
1
2
SIP>=30
2
5,856
69.06494
1
female
0
35
316
CHF
COPD/CHF/Cirrhosis
4
12
under $11k
0
51,892
38,072
11,698.5391
23.5
white
36.09375
43
0.54895
0.350952
1
0
0
no
0.7
0.5
no dnr
35
63
7.699219
52
18
35.29688
257.75
2.699707
5
1.799805
121
7.449219
null
null
null
null
null
null
3.983887
5,857
47.31
1
male
0
4
75
Cirrhosis
COPD/CHF/Cirrhosis
3
11
under $11k
0
2,390
1,865.4102
616.91992
10
white
28.796875
31
0.720947
0.564941
1
0
0
no
0.25
0.1
no dnr
4
63
10.898438
70
20
36
351.375
2.699707
1.5
2.299805
123
7.359375
null
null
null
4
4
adl>=4 (>=5 if sur)
4
5,858
44.34497
0
male
0
4
2,002
Cirrhosis
COPD/CHF/Cirrhosis
5
12
under $11k
0
3,131
2,288.5469
1,054.86914
3
white
25.199219
33
0.799927
0.677979
1
0
0
no
0.9
0.5
no dnr
4
65
9.599609
110
22
36.79688
null
2.199707
5.099609
1
129
null
null
null
null
2
3
no(M2 and SIP pres)
3
5,859
61.28998
1
male
0
14
92
COPD
COPD/CHF/Cirrhosis
4
9
under $11k
0
11,336
8,405.0625
3,265.48828
13
black
37.59375
74
0.586914
0.394958
1
0
0
no
0.8
0.4
no dnr
14
79
7.599609
110
36
35.79688
59.58594
3.699707
3.5
1.799805
144
7.199219
null
null
null
1
null
no(M2 and SIP pres)
1.1669
5,860
71.52899
1
female
0
6
62
ARF/MOSF w/Sepsis
ARF/MOSF
2
9
null
0
7,352
5,145.6758
2,710.29883
36
black
29.5
59
0.684937
0.591919
1
0
0
no
0.5
0.4
no dnr
6
157
14.099609
155
34
36.79688
302.625
3.299805
1
4.299805
141
7.379883
null
null
null
null
null
adl>=4 (>=5 if sur)
2.599121
5,861
55.159
1
female
1
3
3
MOSF w/Malig
ARF/MOSF
2
8
$11-$25k
100
8,871
6,550.4883
2,963.44922
17
black
69.6875
66
0
0
8
0
0
metastatic
0
0
dnr after sadm
2
0
21.5
0
0
38.19531
311.875
null
null
0.599976
145
7.40918
null
null
null
null
null
<2 mo. follow-up
3.336426
5,862
58.431
1
female
0
6
218
CHF
COPD/CHF/Cirrhosis
7
12
under $11k
0
8,990
6,529.2305
2,535.00977
23
white
26.898438
43
0.79895
0.675903
1
0
0
no
1
1
no dnr
6
60
16.296875
75
24
37.69531
203.65625
3.899902
0.899902
7.199219
121
7.5
null
null
null
null
2
SIP>=30
2
5,863
68.20496
1
male
0
9
399
Colon Cancer
Cancer
3
15
$25-$50k
0
6,141
4,727.3555
1,450.80957
7.5
white
21.898438
32
0.731934
0.460999
1
1
0
metastatic
0.9
0.7
no dnr
9
75
10.5
56
16
36.39844
null
null
null
2.099609
135
null
null
null
null
1
0
no(M2 and SIP pres)
0
5,864
31.95299
1
female
1
91
91
Coma
Coma
1
10
under $11k
100
119,299
89,641.0625
28,174.3281
29.5
hispanic
27.097656
30
0.452942
0.379944
1
0
0
no
0.65
0.6
dnr after sadm
46
69
15.199219
126
24
38.09375
132
2.599609
3.299805
1.099854
143
7.349609
null
null
null
null
7
adl>=4 (>=5 if sur)
7
5,865
36.62698
1
male
0
7
1,338
ARF/MOSF w/Sepsis
ARF/MOSF
4
null
null
0
8,429
6,005.6445
3,148.72852
10
white
21.097656
22
0.906982
0.872925
1
1
1
no
0.95
0.95
no dnr
7
68
6.5
68
20
35.79688
514.25
2.799805
0.399963
0.599976
130
7.429688
null
null
null
null
null
null
5.543945
5,866
46.05298
1
female
1
4
4
Lung Cancer
Cancer
1
null
null
0
3,829
2,781.1406
1,602.76953
21
black
24.199219
24
0.596924
0.277954
1
0
0
metastatic
null
null
no dnr
4
108
10.398438
122
28
37.5
null
3.099609
0.5
1
141
null
null
null
null
null
null
<2 mo. follow-up
2.757324
5,867
49.26797
1
female
1
11
11
MOSF w/Malig
ARF/MOSF
2
12
under $11k
0
10,142
7,426.9219
3,350.51953
19.5
white
42.195313
73
0.15799
0.076996
1
1
0
metastatic
null
null
dnr after sadm
2
47
10.898438
51
44
34.09375
251.65625
2.599609
1.899902
2.399902
133
7.229492
null
null
null
null
null
<2 mo. follow-up
4.105469
5,868
64.88196
1
male
1
16
16
Colon Cancer
Cancer
1
10
$11-$25k
0
14,860
11,180.2422
4,777.23828
20.333328
white
42.296875
32
0.20697
0.019997
1
0
0
metastatic
null
null
dnr after sadm
13
73
13.099609
75
26
35
null
1.599854
1.099854
0.5
133
null
null
null
null
4
null
<2 mo. follow-up
3.183199
5,869
87.64697
1
female
0
12
28
MOSF w/Malig
ARF/MOSF
1
8
under $11k
0
8,111
6,287.2188
1,623.80957
15.5
white
29.398438
40
0.448975
0.328979
1
0
0
metastatic
0.2
0
dnr before sadm
0
104
10.599609
109
28
36.5
159.15625
2.699707
0.399963
2
133
7.379883
null
null
null
0
6
<2 mo. follow-up
6
5,870
50.46997
1
female
0
6
1,254
MOSF w/Malig
ARF/MOSF
4
12
under $11k
0
5,985
4,367.8477
2,013.09961
14
white
25.796875
38
0.611938
0.505981
1
0
0
metastatic
0.9
0.9
no dnr
6
63
2.199707
90
20
38.39844
null
4.099609
4
1.799805
136
null
null
null
null
0
0
no(M2 and SIP pres)
0
5,871
67.19495
1
male
0
22
661
ARF/MOSF w/Sepsis
ARF/MOSF
2
12
under $11k
0
161,730
125,781.938
34,366.0625
24.666656
black
27.199219
33
0.650879
0.55188
53
0
0
no
0.4
0.3
no dnr
22
76
20.296875
150
9
35.79688
300
2.799805
0.5
0.799927
129
7.439453
null
null
null
1
6
adl>=4 (>=5 if sur)
6
5,872
78.724
0
female
0
61
1,994
CHF
COPD/CHF/Cirrhosis
3
12
under $11k
9
83,082
64,754.0625
16,091.625
33
white
24.796875
42
0.711914
0.552979
1
0
0
no
0.7
0.6
no dnr
61
72
7.199219
63
29
36.39844
168.15625
3.099609
0.399963
0.699951
136
7.419922
null
null
null
null
6
no(M2 and SIP pres)
6
5,873
48.45999
1
female
0
17
167
Cirrhosis
COPD/CHF/Cirrhosis
4
null
null
0
18,182
13,137.2734
6,702.25781
11.333328
white
21.398438
18
0.829956
0.7229
1
0
0
no
0.8
0.5
no dnr
17
91
6.5
105
20
36.5
338.0625
2.799805
4.599609
1
134
7.429688
null
null
null
1
null
SIP>=30
1.1669
5,874
55.66599
0
female
0
6
1,993
CHF
COPD/CHF/Cirrhosis
4
12
under $11k
0
4,172
3,183.1231
1,263.95996
10
black
17.5
18
0.905884
0.840942
1
1
0
no
1
1
no dnr
6
113
6.599609
70
23
35.79688
null
3.099609
0.299988
1.199951
134
null
null
null
null
1
2
no(M2 and SIP pres)
2
5,875
57.35797
1
female
0
9
1,814
COPD
COPD/CHF/Cirrhosis
3
9
under $11k
0
6,204
4,697.7812
1,339.28906
15
white
18.898438
19
0.902954
0.836914
1
0
0
no
0.75
0.75
no dnr
9
124
13
96
24
36.59375
232.25
null
null
1.399902
134
7.379883
null
null
null
5
2
SIP>=30
2
5,876
78.54297
1
male
0
6
39
COPD
COPD/CHF/Cirrhosis
3
14
under $11k
0
4,418
3,298.2129
1,180.86914
6
white
33.09375
43
0.510986
0.309998
1
0
0
no
0.7
0.4
dnr after sadm
1
54
11
55
26
35.09375
101.65625
3.699707
0.699951
1.099854
147
7.399414
null
null
null
3
null
<2 mo. follow-up
2.511099
5,877
61.142
1
male
0
17
149
COPD
COPD/CHF/Cirrhosis
3
7
under $11k
0
26,263
19,732.5938
6,635.56641
13.666664
black
27.597656
33
0.736938
0.587891
8
0
0
no
0.8
0.9
no dnr
17
108
18.398438
116
34
36.39844
163.6875
3.399902
0.5
1.199951
132
7.399414
null
null
null
1
0
SIP>=30
0
5,878
54.43698
1
male
0
5
75
Lung Cancer
Cancer
1
12
$11-$25k
0
3,960
3,163.5859
1,596.58984
15
black
16.796875
26
0.736938
0.468994
1
0
0
metastatic
null
null
dnr after sadm
2
68
9.599609
108
28
37.79688
361.875
3.699707
1
1.399902
138
7.459961
null
null
null
null
null
null
2.402344
5,879
56.23798
0
male
0
7
1,991
Cirrhosis
COPD/CHF/Cirrhosis
3
null
under $11k
0
10,796
8,250.9375
3,585.51953
13
white
20.597656
23
0.802979
0.681885
1
0
0
no
null
null
no dnr
7
72
15.5
52
25
36.29688
null
2.099609
1.399902
0.899902
140
null
null
null
null
null
2
no(M2 and SIP pres)
2
5,880
76.64899
1
male
0
7
94
CHF
COPD/CHF/Cirrhosis
5
null
under $11k
0
5,597
4,162.5547
1,534.0293
7
white
14.099609
33
0.858887
0.767944
1
0
0
yes
null
null
no dnr
7
103
7.199219
76
25
35.69531
283.875
3.399902
0.399963
1.099854
128
7.509766
null
null
null
null
null
null
2.806152
5,881
60.00497
1
female
0
9
1,552
CHF
COPD/CHF/Cirrhosis
5
9
under $11k
0
6,427
4,872.8867
1,547.40918
7.5
black
17.296875
27
0.872925
0.78894
1
1
0
yes
0.9
0.6
no dnr
9
105
7.799805
65
15
36.5
247.59375
null
null
1.699951
141
7.40918
null
null
null
0
0
SIP>=30
0
5,882
37.89499
1
male
1
11
11
ARF/MOSF w/Sepsis
ARF/MOSF
4
12
under $11k
0
35,796
26,760.6719
11,480.7266
50
white
38.398438
54
0.664917
0.56897
1
0
0
no
0.1
0.001
dnr after sadm
10
55
13.699219
113
32
38.09375
88.10938
2.599609
3.399902
0.599976
131
7.549805
null
null
null
null
0
<2 mo. follow-up
0
5,883
54.92999
0
male
0
11
1,987
ARF/MOSF w/Sepsis
ARF/MOSF
2
12
$25-$50k
0
11,858
8,400.3438
4,436.59766
15
white
25.398438
35
0.820923
0.760986
1
0
0
no
0.9
0.9
no dnr
11
71
11.599609
114
34
37.69531
167.5
2.399902
1.099854
0.699951
137
7.469727
null
null
null
0
1
no(M2 and SIP pres)
1
5,884
66.51099
1
female
0
7
802
COPD
COPD/CHF/Cirrhosis
2
12
under $11k
0
5,125
3,824.4434
1,248.62988
6.5
black
20.199219
34
0.85498
0.761963
1
0
0
no
0.99
0.99
no dnr
7
75
5.399414
73
25
35.09375
203.96875
3.699707
0.399963
1.199951
138
7.319336
null
null
null
0
1
SIP>=30
1
5,885
61.28998
0
female
0
4
1,985
CHF
COPD/CHF/Cirrhosis
2
11
under $11k
0
2,292
1,767.9736
528.97998
10
white
19.097656
13
0.880981
0.800903
1
0
0
no
1
0.9
no dnr
4
73
5.399414
96
24
36
401.875
3.099609
0.599976
0.899902
138
7.419922
null
null
null
1
null
no(M2 and SIP pres)
1.1669
5,886
61.952
1
female
0
29
72
ARF/MOSF w/Sepsis
ARF/MOSF
5
11
under $11k
0
37,986
28,746.4062
10,535.4688
31.5
black
21.097656
37
0.851929
0.800903
1
1
0
no
0.7
0.65
no dnr
29
127
9.199219
107
30
37.89844
168.75
3.099609
1
1
136
7.469727
null
null
null
null
5
adl>=4 (>=5 if sur)
5
5,887
69.15295
0
female
0
4
1,984
COPD
COPD/CHF/Cirrhosis
1
12
under $11k
0
3,073
2,255.6621
987.70996
11
white
16.097656
34
0.884888
0.807983
1
0
0
no
0.9
0.8
no dnr
4
61
3.5
64
32
36.29688
204.75
4
0.599976
0.699951
137
7.40918
null
null
null
1
1
no(M2 and SIP pres)
1
5,888
73.53296
1
female
1
20
20
ARF/MOSF w/Sepsis
ARF/MOSF
1
12
$11-$25k
0
251,017
187,147.5
75,303.3125
42.333313
white
23.097656
28
0.702881
0.612915
94
0
0
no
0.7
0.5
dnr after sadm
19
125
18.898438
118
9
36.69531
239.3125
1.899902
0.799927
0.799927
131
7.439453
null
null
null
3
0
<2 mo. follow-up
0
5,889
64.73395
1
male
0
12
35
Colon Cancer
Cancer
1
11
$11-$25k
0
9,608
7,434.043
3,044.12891
12
white
21.699219
31
0.744995
0.482971
1
0
0
metastatic
0.5
0.5
no dnr
12
110
7.199219
60
20
36
null
null
0.399963
6.699219
141
null
null
null
null
0
0
<2 mo. follow-up
0
5,890
72.14496
1
female
1
5
5
MOSF w/Malig
ARF/MOSF
2
12
under $11k
0
4,432
3,190.625
1,561.61914
24
white
26
24
0.570923
0.459961
1
0
0
metastatic
0.1
0.001
dnr before sadm
-1
115
9.398438
106
30
36
418.5625
2.599609
0.199982
0.699951
126
7.209961
null
null
null
null
6
<2 mo. follow-up
6
5,891
67.59998
0
female
0
45
1,979
ARF/MOSF w/Sepsis
ARF/MOSF
2
null
under $11k
0
61,206
45,495.75
15,383.1328
26.25
black
40.296875
86
0.309998
0.197998
15
0
0
no
0.1
0.001
dnr after sadm
23
63
15.099609
140
40
35.39844
126.6875
1.899902
0.5
2.299805
129
7.449219
null
null
null
null
1
no(M2 and SIP pres)
1
5,892
51.33698
1
female
0
42
181
CHF
COPD/CHF/Cirrhosis
3
12
under $11k
0
66,895
50,142.4688
18,910.1562
17.5
black
20.097656
25
0.862915
0.772949
10
0
0
no
0.9
0.8
no dnr
42
68
8.099609
76
22
35.5
null
3.099609
0.399963
1.5
135
null
null
null
null
0
null
null
0.4948
5,893
56.14798
1
male
0
31
374
MOSF w/Malig
ARF/MOSF
3
12
$25-$50k
0
54,778
39,451.75
17,885.5156
26.25
white
31.898438
43
0.392944
0.273987
25
1
0
yes
0.7
0.3
no dnr
31
63
0.099991
120
24
38.5
null
3.099609
0.599976
0.899902
126
null
null
null
null
0
0
no(M2 and SIP pres)
0
5,894
71.82196
0
male
0
9
1,977
CHF
COPD/CHF/Cirrhosis
3
0
under $11k
0
7,363
5,533.4102
1,675.3291
6
black
14.599609
23
0.86792
0.780884
1
0
0
yes
0.95
0.9
no dnr
9
60
5.699219
64
24
35.5
309.5
3.899902
0.699951
1
138
7.419922
null
null
null
2
0
no(M2 and SIP pres)
0
5,895
38.45599
0
male
0
43
1,977
Cirrhosis
COPD/CHF/Cirrhosis
3
12
under $11k
0
62,292
48,560.375
18,525.4375
16.25
white
26.898438
21
0.735962
0.585938
22
1
0
no
0.9
0.6
no dnr
43
82
13
122
22
38
403.3125
3.299805
4.099609
0.5
131
7.449219
null
null
null
null
7
adl>=4 (>=5 if sur)
7
5,896
69.51099
0
male
0
4
1,976
CHF
COPD/CHF/Cirrhosis
7
9
$11-$25k
0
2,553
1,985.8906
672.65967
6
white
17.796875
25
0.800903
0.678955
1
1
0
metastatic
0.99
0.95
no dnr
4
73
6.399414
58
20
36
null
3.399902
0.399963
1.199951
135
null
null
null
null
1
null
no(M2 and SIP pres)
1.1669
5,897
74.21198
1
female
1
3
3
MOSF w/Malig
ARF/MOSF
4
8
under $11k
100
8,157
6,242.8867
2,263.73828
34
white
79.59375
75
0
0
3
1
0
metastatic
0.05
0.000125
no dnr
3
0
2.799805
0
0
39
99.15625
2.599609
1.199951
1
137
7.289062
null
null
null
null
0
<2 mo. follow-up
0
5,898
64.81299
1
female
0
12
488
CHF
COPD/CHF/Cirrhosis
4
9
under $11k
0
9,217
7,024.7773
2,455.71875
10.5
hispanic
19.699219
30
0.865967
0.777954
1
1
0
no
0.8
0.7
no dnr
12
58
8.699219
44
16
36.09375
null
3.599609
1.099854
1
140
null
null
null
null
0
0
no(M2 and SIP pres)
0
5,899
58.21997
0
male
0
6
1,976
Lung Cancer
Cancer
2
14
under $11k
0
4,723
3,596.1172
1,580.91992
10
white
6.199219
9
0.873901
0.716919
1
0
0
metastatic
1
1
no dnr
6
87
11.199219
72
16
36.59375
238.09375
4.299805
null
1
140
7.40918
null
null
null
0
null
null
0.4948
5,900
46.98398
1
female
1
4
4
MOSF w/Malig
ARF/MOSF
2
12
null
100
2,358
1,865.3467
470.62988
24
white
29.296875
41
0.122986
0.054993
1
0
0
yes
0
0
dnr before sadm
-1
79
2.199707
124
36
38.79688
null
2.699707
0.799927
1.099854
130
null
null
null
null
null
4
<2 mo. follow-up
4