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
1
62.84998
0
male
0
5
2,029
Lung Cancer
Cancer
0
11
$11-$25k
0
9,715
null
null
7
other
33.898438
20
0.262939
0.036995
1
0
0
metastatic
0.5
0.25
no dnr
5
97
6
69
22
36
388
1.799805
0.199982
1.199951
141
7.459961
null
null
null
7
7
null
7
2
60.33899
1
female
1
4
4
Cirrhosis
COPD/CHF/Cirrhosis
2
12
$11-$25k
44
34,496
null
null
29
white
52.695313
74
0.001
0
3
0
0
no
0
0
null
null
43
17.097656
112
34
34.59375
98
null
null
5.5
132
7.25
null
null
null
null
1
<2 mo. follow-up
1
3
52.74698
1
female
0
17
47
Cirrhosis
COPD/CHF/Cirrhosis
2
12
under $11k
0
41,094
null
null
13
white
20.5
45
0.790894
0.664917
4
0
0
no
0.75
0.5
no dnr
17
70
8.5
88
28
37.39844
231.65625
null
2.199707
2
134
7.459961
null
null
null
1
0
<2 mo. follow-up
0
4
42.38498
1
female
0
3
133
Lung Cancer
Cancer
2
11
under $11k
0
3,075
null
null
7
white
20.097656
19
0.698975
0.411987
1
0
0
metastatic
0.9
0.5
no dnr
3
75
9.099609
88
32
35
null
null
null
0.799927
139
null
null
null
null
0
0
no(M2 and SIP pres)
0
5
79.88495
0
female
0
16
2,029
ARF/MOSF w/Sepsis
ARF/MOSF
1
null
null
26
50,127
null
null
18.666656
white
23.5
30
0.634888
0.532959
3
0
0
no
0.9
0.9
no dnr
16
59
13.5
112
20
37.89844
173.3125
null
null
0.799927
143
7.509766
null
null
null
null
2
no(M2 and SIP pres)
2
6
93.01599
1
male
1
4
4
Coma
Coma
1
14
null
55
6,884
null
null
5
white
19.398438
27
0.284973
0.214996
1
0
0
no
0
0
no dnr
4
110
10.398438
101
44
38.39844
266.625
null
null
0.699951
140
7.65918
null
null
null
null
1
<2 mo. follow-up
1
7
62.37097
1
male
0
9
659
CHF
COPD/CHF/Cirrhosis
1
14
$25-$50k
0
30,460
null
null
8
white
17.296875
46
0.892944
0.820923
1
0
0
no
null
0.7
no dnr
9
78
11.699219
120
28
37.39844
309.5
4.799805
0.399963
1.599854
132
7.479492
null
null
null
0
1
no(M2 and SIP pres)
1
8
86.83899
1
male
0
7
142
CHF
COPD/CHF/Cirrhosis
3
null
null
26
30,460
null
null
6.5
white
21.597656
53
0.670898
0.498962
1
1
0
no
0.8
0.4
no dnr
7
72
13.599609
100
26
37.59375
404.75
null
null
2
139
7.509766
null
null
null
null
0
null
0
9
85.65594
1
male
0
12
63
Lung Cancer
Cancer
2
12
null
26
null
null
null
8.5
black
15.898438
17
0.570923
0.248993
1
0
1
metastatic
0.05
0.000125
dnr after sadm
2
97
9.699219
56
20
36.59375
357.125
null
0.399963
1
143
7.449219
null
null
null
null
7
null
7
10
42.25897
1
female
0
8
370
Colon Cancer
Cancer
0
11
$25-$50k
0
9,914
null
null
8
hispanic
2.299805
9
0.952881
0.887939
1
0
0
metastatic
null
null
no dnr
8
84
11.298828
94
20
38.19531
null
4.699219
0.199982
0.799927
139
null
null
null
null
0
null
null
0.4948
11
47.94498
1
male
0
7
114
CHF
COPD/CHF/Cirrhosis
1
12
null
0
15,558
null
null
12.5
white
14.599609
14
0.935913
0.890991
1
0
0
no
0.7
0.5
no dnr
7
70
10.898438
105
24
36.5
null
4.199219
0.5
1
134
null
null
null
null
2
1
no(M2 and SIP pres)
1
12
59.20099
1
male
1
13
13
Lung Cancer
Cancer
0
14
null
0
29,388
null
null
8
white
16.398438
17
0.731934
0.461975
1
0
0
metastatic
null
null
dnr after sadm
12
77
10.798828
90
22
36.39844
null
null
null
1.099854
136
null
null
null
null
1
1
<2 mo. follow-up
1
13
29.002
1
female
0
4
160
Cirrhosis
COPD/CHF/Cirrhosis
1
16
$11-$25k
0
4,353
null
null
8
white
26.898438
30
0.850952
0.754883
1
0
0
no
null
null
no dnr
4
56
5.5
56
20
37.19531
null
2.899902
6.099609
0.699951
130
null
null
null
null
0
0
no(M2 and SIP pres)
0
14
68.14197
1
male
0
8
1,866
CHF
COPD/CHF/Cirrhosis
0
12
$11-$25k
0
19,783
null
null
16
white
20.296875
34
0.849976
0.75293
1
0
0
no
0.9
0.7
no dnr
8
68
9.398438
80
22
36
null
null
0.599976
2.599609
139
null
null
null
null
0
0
no(M2 and SIP pres)
0
15
43.53998
0
female
0
115
2,022
ARF/MOSF w/Sepsis
ARF/MOSF
1
null
null
26
706,577
390,460.5
null
38.25
white
30.5
39
0.590942
0.481995
148
0
0
no
0.9
0.9
no dnr
115
67
24.597656
172
20
38.79688
113.32812
null
null
0.599976
134
7.399414
null
null
null
null
null
SIP>=30
2.76416
16
58.823
1
female
0
7
503
Lung Cancer
Cancer
1
12
>$50k
0
10,758
null
null
10
white
7.799805
11
0.856934
0.682983
1
0
0
metastatic
0.9
0.7
no dnr
7
97
15.898438
92
20
37.19531
null
4.299805
0.199982
0.799927
134
null
null
null
null
2
0
null
0
17
45.418
1
male
0
7
827
Lung Cancer
Cancer
2
null
null
0
8,400
null
null
7
white
16
4
0.768921
0.521973
1
0
0
metastatic
null
null
no dnr
7
97
10.798828
100
24
37.29688
585.125
null
0.299988
1.099854
137
7.489258
null
null
null
null
null
null
3.351563
18
63.66299
1
female
1
14
14
ARF/MOSF w/Sepsis
ARF/MOSF
0
22
$25-$50k
26
283,303
156,674.125
null
40
white
40.296875
58
0.212982
0.116989
13
0
0
no
0.1
0.001
dnr after sadm
12
69
30.097656
108
22
36.69531
155.53125
2.899902
14
2.899902
130
7.449219
null
null
null
null
0
<2 mo. follow-up
0
19
31.84399
1
male
1
15
15
Cirrhosis
COPD/CHF/Cirrhosis
2
16
under $11k
0
27,985
17,528.4375
null
10
white
33.898438
42
0.73291
0.581909
1
0
0
no
null
null
dnr after sadm
12
83
5
100
24
37.39844
null
1.699951
12.798828
0.299988
122
null
null
null
null
7
7
<2 mo. follow-up
7
20
55.13797
1
male
0
10
179
CHF
COPD/CHF/Cirrhosis
1
8
$11-$25k
0
18,191
null
null
14.5
hispanic
17.699219
25
0.904907
0.840942
1
0
0
no
0.5
0.5
no dnr
10
78
null
72
20
36
null
null
null
1.5
134
null
null
null
null
3
null
no(M2 and SIP pres)
2.511099
21
68.25494
1
male
0
7
227
Lung Cancer
Cancer
0
13
>$50k
0
10,755
null
null
8
white
5.599609
16
0.868896
0.704956
1
0
0
metastatic
0.9
0.7
no dnr
7
91
5
92
20
36.5
null
4.299805
0.299988
1.199951
138
null
null
null
null
0
0
no(M2 and SIP pres)
0
22
48.70398
1
male
0
23
30
Lung Cancer
Cancer
0
16
null
0
55,384
33,002.5
null
9.666664
other
26.199219
35
0.535889
0.213989
1
0
0
metastatic
0.5
0.125
dnr after sadm
11
66
12.5
125
30
37
170
null
null
1
133
7.519531
null
null
null
null
null
<2 mo. follow-up
3.263672
23
49.61298
0
female
0
50
2,019
ARF/MOSF w/Sepsis
ARF/MOSF
1
12
$25-$50k
0
542,266
288,592.25
null
33.75
white
31.699219
42
0.650879
0.55188
29
0
0
no
0.6
0.5
no dnr
50
67
11
120
48
38.89844
200
2
4.099609
0.599976
130
7.399414
null
null
null
null
5
adl>=4 (>=5 if sur)
5
24
50.724
1
female
0
3
817
Lung Cancer
Cancer
0
12
$25-$50k
0
4,913
null
null
10
asian
14.199219
11
0.786987
0.552979
1
0
0
metastatic
1
1
no dnr
3
71
9.798828
88
24
37.39844
null
null
null
0.899902
141
null
null
null
null
null
null
no(M2 and SIP pres)
2.065918
25
29.36099
1
female
0
4
399
Colon Cancer
Cancer
0
17
$25-$50k
0
7,792
null
null
13
white
18.898438
10
0.853882
0.674927
1
0
0
metastatic
0.5
0.1
no dnr
4
96
10.599609
112
20
37
null
3.699707
1.399902
0.599976
137
null
null
null
null
null
null
no(M2 and SIP pres)
1.814941
26
53.84
1
male
0
7
1,064
COPD
COPD/CHF/Cirrhosis
1
null
under $11k
0
9,871
6,112.4609
null
8
white
14.199219
16
0.939941
0.897949
1
0
0
no
0.9
0.6
dnr after sadm
4
134
7.799805
106
22
37.89844
304.125
3.799805
0.5
0.799927
141
7.379883
null
null
null
5
4
no(M2 and SIP pres)
4
27
82.41498
1
female
1
5
5
Lung Cancer
Cancer
0
null
null
44
7,212
null
null
9
white
27.296875
33
0.169983
0.011999
1
0
0
metastatic
null
null
dnr before sadm
-1
75
6.799805
114
20
37.19531
null
3.099609
null
1.799805
131
null
null
null
null
null
null
<2 mo. follow-up
3.704102
28
27.32399
1
male
1
7
7
MOSF w/Malig
ARF/MOSF
1
19
null
26
160,060
82,131.25
null
39
asian
46.796875
85
0.021
0.004999
28
0
0
yes
0.05
0.000125
dnr after sadm
5
77
0.099991
144
36
38.89844
45
2.399902
5
1.399902
147
7.30957
null
null
null
null
2
<2 mo. follow-up
2
29
30.10799
0
male
0
10
2,013
ARF/MOSF w/Sepsis
ARF/MOSF
2
null
null
37
57,611
29,342.3906
null
30.5
asian
22.398438
21
0.823975
0.764893
4
0
0
no
null
null
no dnr
10
92
8.798828
112
27
37.59375
225
null
null
0.399963
134
7.459961
null
null
null
null
null
null
2.846191
30
50.37097
0
male
0
105
2,013
Cirrhosis
COPD/CHF/Cirrhosis
2
16
$11-$25k
0
465,380
304,749.25
null
22.25
white
21.296875
18
0.80896
0.690918
2
0
0
no
null
null
no dnr
105
98
8.398438
82
20
37.39844
197.5
3
6.799805
0.699951
138
7.319336
null
null
null
3
1
SIP>=30
1
31
74.48297
0
male
0
15
2,012
CHF
COPD/CHF/Cirrhosis
2
16
>$50k
0
18,134
12,751.7344
null
7.666664
white
16.296875
27
0.872925
0.787964
1
0
0
no
0.95
0.6
no dnr
15
111
6.899414
60
32
36.79688
null
3.799805
0.599976
1.599854
142
null
null
null
null
0
1
null
1
32
55.73199
0
male
0
13
2,012
Cirrhosis
COPD/CHF/Cirrhosis
2
8
under $11k
0
52,092
28,262.7031
null
17
hispanic
31
25
0.602905
0.41394
1
0
0
no
0.9
0.9
no dnr
13
121
19.699219
118
18
37.39844
404.75
2.199707
0.899902
0.799927
117
7.379883
null
null
null
7
6
SIP>=30
6
33
77.21295
1
female
0
7
51
COPD
COPD/CHF/Cirrhosis
2
0
null
0
9,078
6,898.4922
null
12
hispanic
21.796875
39
0.773926
0.638916
1
0
0
no
0.75
0.75
dnr after sadm
2
113
8.298828
93
25
36.19531
250
null
null
2.099609
145
7.269531
null
null
null
null
7
<2 mo. follow-up
7
34
61.02399
1
female
1
20
20
ARF/MOSF w/Sepsis
ARF/MOSF
1
null
null
37
109,627
57,442.7812
null
30.333328
white
26
49
0.67395
0.577881
1
0
0
no
0.6
0.6
dnr after sadm
17
80
15.398438
128
30
38.5
217.5
2.299805
0.399963
2.399902
143
7.329102
null
null
null
null
null
<2 mo. follow-up
2.825195
35
56.48999
1
female
0
5
113
CHF
COPD/CHF/Cirrhosis
1
12
null
0
38,548
20,959.2031
null
16
hispanic
37.398438
53
0.546997
0.348999
4
0
0
no
null
null
no dnr
5
38
null
92
20
36
null
null
null
6
133
null
null
null
null
null
null
null
3.098145
36
57.53299
0
female
0
28
2,010
Cirrhosis
COPD/CHF/Cirrhosis
1
14
under $11k
0
156,556
103,090.438
null
14.5
hispanic
26.597656
37
0.688965
0.522949
1
0
0
no
0.7
0.5
no dnr
28
77
12.199219
92
18
37.59375
552.375
2.5
23.597656
0.899902
132
7.439453
null
null
null
null
null
no(M2 and SIP pres)
3.131836
37
68.98596
1
female
0
4
603
COPD
COPD/CHF/Cirrhosis
1
10
under $11k
0
5,763
2,965.9512
null
3
white
12.798828
21
0.910889
0.849976
1
0
0
no
0.99
0.95
no dnr
4
76
null
78
26
36.59375
280.9375
4
null
0.799927
142
7.359375
null
null
null
1
0
SIP>=30
0
38
41.97897
1
male
0
6
518
CHF
COPD/CHF/Cirrhosis
1
14
$11-$25k
0
5,552
3,679.8398
null
12
white
19.5
37
0.917969
0.860962
1
0
0
no
null
null
no dnr
6
120
8.398438
86
22
37.5
295.1875
null
null
1.799805
129
7.5
null
null
null
0
0
no(M2 and SIP pres)
0
39
19.79199
0
male
0
33
2,008
ARF/MOSF w/Sepsis
ARF/MOSF
0
12
under $11k
0
167,971
null
null
21.25
black
18.699219
5
0.932983
0.908936
4
0
0
no
0.9
0.75
no dnr
33
83
9.599609
52
6
39
310
null
null
null
131
7.439453
null
null
null
null
0
adl>=4 (>=5 if sur)
0
40
57.50897
1
female
0
4
841
CHF
COPD/CHF/Cirrhosis
0
14
under $11k
0
6,403
3,672.0723
null
11
black
23.199219
27
0.849976
0.75293
1
0
0
no
1
1
no dnr
4
83
14.298828
106
24
36.79688
280.9375
null
null
2.299805
138
7.449219
null
null
null
5
6
SIP>=30
6
41
73.40698
0
male
0
9
2,007
Colon Cancer
Cancer
1
null
null
0
22,934
14,292.2656
null
12.5
white
11.599609
23
0.866943
0.701904
1
0
0
metastatic
0.9
0.4
no dnr
9
71
16.5
76
10
37
null
4
0.599976
0.799927
141
null
null
null
null
null
null
null
2.467773
42
68.31799
1
male
0
6
172
Colon Cancer
Cancer
1
21
>$50k
0
9,205
5,793.1914
null
11
white
14.898438
8
0.838989
0.645996
1
0
0
metastatic
null
null
no dnr
6
89
10.599609
92
18
39
null
null
0.5
1
136
null
null
null
null
0
0
no(M2 and SIP pres)
0
43
75.79498
1
female
1
23
23
ARF/MOSF w/Sepsis
ARF/MOSF
1
null
null
0
271,250
136,387.875
null
42.333313
white
40
76
0.283997
0.174988
8
0
0
no
null
null
dnr after sadm
21
59
30.597656
90
22
37.5
70.90625
1.899902
5.399414
2.699707
128
7.329102
null
null
null
null
null
<2 mo. follow-up
2.685547
44
45.71899
0
male
0
20
2,006
CHF
COPD/CHF/Cirrhosis
1
12
null
0
115,112
61,771.0625
null
25.666656
white
21.796875
30
0.893921
0.821899
1
0
0
no
0.9
0.5
no dnr
20
57
12.298828
96
22
36
185
3.899902
null
1.399902
135
7.599609
null
null
null
0
0
no(M2 and SIP pres)
0
45
75.48798
1
male
0
36
79
CHF
COPD/CHF/Cirrhosis
1
16
under $11k
0
120,920
64,202.375
null
23.25
hispanic
32.296875
39
0.601929
0.412964
1
0
0
no
0.5
0.5
dnr after sadm
16
62
21.796875
102
24
36.59375
415
null
null
4
124
7.429688
null
null
null
2
0
null
0
46
74.995
1
female
1
25
25
ARF/MOSF w/Sepsis
ARF/MOSF
0
null
null
0
348,931
173,763.5
null
43
white
35.695313
53
0.41095
0.290955
10
0
0
no
null
null
dnr after sadm
23
50
51.195313
120
18
36.19531
237.5
2.899902
1
4.799805
135
7.439453
null
null
null
null
null
<2 mo. follow-up
2.442383
47
56.19397
1
male
1
21
21
ARF/MOSF w/Sepsis
ARF/MOSF
0
6
null
26
230,733
119,196
null
41.333313
other
36.695313
70
0.362
0.243988
15
0
0
no
null
null
dnr after sadm
20
68
26.699219
130
28
38.5
121.65625
1.699951
3.899902
2.099609
131
7.449219
null
null
null
null
3
<2 mo. follow-up
3
48
44.849
1
female
0
12
229
MOSF w/Malig
ARF/MOSF
2
10
$11-$25k
0
25,176
12,210.7812
null
19.5
hispanic
24.796875
32
0.709961
0.620972
1
0
0
yes
0.6
0.4
no dnr
12
91
4.699219
70
32
37.09375
447.5625
2.299805
7
0.799927
136
7.359375
null
null
null
0
0
no(M2 and SIP pres)
0
49
51.09698
1
female
0
19
489
CHF
COPD/CHF/Cirrhosis
1
11
null
0
30,877
17,287.9531
null
12
black
22.296875
43
0.876953
0.794922
1
0
0
no
0.95
0.95
no dnr
19
100
5.699219
120
32
37.59375
203.6875
4.199219
0.199982
4
140
7.459961
null
null
null
2
null
null
1.839
50
36.30899
1
male
0
11
653
CHF
COPD/CHF/Cirrhosis
2
16
null
0
23,476
14,620.8047
null
15.5
white
26.097656
31
0.878906
0.797974
1
0
0
no
0.6
0.5
no dnr
11
64
6.799805
115
20
36.29688
null
4.399414
4.5
1.299805
121
null
null
null
null
1
0
null
0
51
76.25696
0
male
0
9
2,001
CHF
COPD/CHF/Cirrhosis
3
12
null
0
14,926
8,138.4414
null
7.5
white
17.796875
32
0.852905
0.757935
1
0
0
no
0.9
0.75
no dnr
9
74
9.298828
96
30
36.39844
266.625
null
1.099854
1.199951
141
7.399414
null
null
null
1
2
null
2
52
51.30499
1
male
0
25
162
CHF
COPD/CHF/Cirrhosis
1
12
under $11k
0
52,187
30,876.375
null
11.75
black
26.097656
33
0.822998
0.711914
2
0
0
no
0.8
0.75
no dnr
25
71
null
104
18
36.5
null
null
null
2.399902
128
null
null
null
null
1
0
no(M2 and SIP pres)
0
53
74.54297
0
female
0
7
2,000
COPD
COPD/CHF/Cirrhosis
2
12
under $11k
0
9,631
5,835.1602
null
8
white
22
23
0.78894
0.660889
1
0
0
no
null
null
no dnr
7
83
14.199219
92
22
36.39844
164
3.299805
0.299988
0.799927
137
7.449219
null
null
null
0
0
no(M2 and SIP pres)
0
54
54.30798
1
male
0
12
536
Lung Cancer
Cancer
1
17
$25-$50k
0
29,939
17,625.75
null
14.5
white
20.898438
8
0.650879
0.345947
1
0
0
metastatic
1
1
no dnr
12
95
11.599609
108
22
38
183
null
null
0.799927
136
7.399414
null
null
null
0
0
no(M2 and SIP pres)
0
55
77.57697
1
female
0
3
244
CHF
COPD/CHF/Cirrhosis
2
null
null
0
3,124
2,022.1035
null
6
other
17.296875
27
0.853882
0.758911
1
1
0
no
null
null
no dnr
3
90
12.398438
84
32
36.59375
276.1875
null
null
0.799927
139
7.469727
null
null
null
null
null
null
2.308594
56
84.95795
0
male
0
17
1,998
CHF
COPD/CHF/Cirrhosis
4
14
>$50k
0
30,942
18,401.7188
null
8.666664
white
14.099609
21
0.865967
0.777954
1
0
0
no
0.95
0.85
no dnr
17
92
13.699219
80
32
37.19531
313.3125
3.799805
0.299988
1.299805
137
7.429688
null
null
null
0
null
no(M2 and SIP pres)
0.4948
57
41.52197
1
male
1
21
21
MOSF w/Malig
ARF/MOSF
2
18
>$50k
26
320,843
165,178.875
null
32.666657
white
36.09375
78
0.171997
0.08699
26
0
0
yes
0.1
0.001
no dnr
21
66
0.199982
130
18
37.5
315
1.899902
3.799805
7.299805
134
7.359375
null
null
null
null
0
<2 mo. follow-up
0
58
39.685
0
female
0
35
1,995
ARF/MOSF w/Sepsis
ARF/MOSF
0
22
$25-$50k
0
220,639
109,700.75
null
33
white
26
56
0.820923
0.759888
7
1
0
no
0.6
0.6
no dnr
35
62
36.695313
125
24
39.19531
208.5625
1.599854
0.399963
7.699219
139
7.399414
null
null
null
null
0
no(M2 and SIP pres)
0
59
72.55896
1
female
1
4
4
COPD
COPD/CHF/Cirrhosis
3
null
null
0
4,894
3,078.6016
null
6
white
26
25
0.60791
0.419983
1
0
0
metastatic
null
null
dnr after sadm
1
123
13.298828
98
32
37.19531
144.875
null
null
0.5
136
7.339844
null
null
null
null
null
<2 mo. follow-up
3.955078
60
60.10098
1
male
0
15
195
Cirrhosis
COPD/CHF/Cirrhosis
1
null
null
0
63,466
32,079.9531
null
27.666656
white
22.597656
40
0.746948
0.601929
1
0
0
no
null
null
no dnr
15
110
6.299805
125
10
38.09375
208
2.799805
3.399902
1
142
7.439453
null
null
null
null
null
null
2.381348
61
70.81195
0
male
0
8
1,992
CHF
COPD/CHF/Cirrhosis
1
null
null
0
6,254
4,126.0742
null
5
black
16.199219
20
0.882935
0.804932
1
0
0
no
0.9
0.8
no dnr
8
88
6.899414
80
22
37
null
null
null
1.799805
142
null
null
null
null
null
null
null
2.595703
62
30.76199
0
male
0
6
1,990
CHF
COPD/CHF/Cirrhosis
1
10
under $11k
0
8,437
5,632.8516
null
10
hispanic
24.5
37
0.903931
0.838989
1
0
0
no
0.8
0.7
no dnr
6
70
6.599609
122
16
36.5
528.5
null
null
2.099609
133
7.459961
null
null
null
0
null
no(M2 and SIP pres)
0.4948
63
64.23798
1
male
0
61
974
ARF/MOSF w/Sepsis
ARF/MOSF
1
12
null
0
321,716
162,087.25
null
34.5
white
26
32
0.738892
0.657959
5
0
0
no
0.9
0.9
no dnr
61
68
9.5
122
12
38.69531
114
null
null
1.299805
136
7.319336
null
null
null
null
0
null
0
64
51.70999
0
male
0
12
1,987
CHF
COPD/CHF/Cirrhosis
1
null
null
0
31,222
18,348.2188
null
16
asian
18.796875
21
0.903931
0.838989
1
0
0
no
0.8
0.2
no dnr
12
50
6.699219
75
20
36.79688
null
3.699707
null
0.899902
138
null
null
null
null
0
0
no(M2 and SIP pres)
0
65
64.64294
1
male
0
17
254
ARF/MOSF w/Sepsis
ARF/MOSF
3
12
null
9
180,786
95,272.6875
null
25.333328
white
30.898438
49
0.554932
0.441956
17
1
0
no
null
null
no dnr
17
68
13.298828
92
38
38.79688
113.67188
3.399902
1.099854
2.299805
133
7.479492
null
null
null
null
0
no(M2 and SIP pres)
0
66
69.41498
1
male
0
6
101
Lung Cancer
Cancer
2
16
$25-$50k
26
8,706
5,389.1289
null
8
white
25.5
11
0.352966
0.075989
1
0
1
metastatic
null
null
dnr after sadm
2
109
5.299805
68
20
36.89844
null
2.699707
null
0.699951
133
null
null
null
null
null
2
adl>=4 (>=5 if sur)
2
67
57.19098
1
male
0
9
42
CHF
COPD/CHF/Cirrhosis
2
12
$11-$25k
0
28,476
17,331.0938
null
18
white
24.398438
42
0.836914
0.73291
1
0
0
no
0.3
0.1
no dnr
9
59
16
85
26
36.79688
204.75
null
0.5
0.799927
126
7.449219
null
null
null
0
null
<2 mo. follow-up
0.4948
68
37.73297
1
male
0
9
20
CHF
COPD/CHF/Cirrhosis
1
12
$25-$50k
0
26,278
14,961.0938
null
19
white
24.199219
23
0.891968
0.81897
1
0
0
no
0.2
0.05
no dnr
9
67
7.5
130
16
36.5
347.5625
3
0.599976
0.899902
132
7.469727
null
null
null
5
7
<2 mo. follow-up
7
69
44.05499
1
female
0
7
293
Colon Cancer
Cancer
0
16
>$50k
0
18,563
11,069.4688
null
8
white
12.898438
5
0.890991
0.751953
1
0
0
metastatic
1
0.7
no dnr
7
85
8.5
72
20
37.39844
null
null
null
null
140
null
null
null
null
0
0
no(M2 and SIP pres)
0
70
72.15594
0
male
0
35
1,984
ARF/MOSF w/Sepsis
ARF/MOSF
1
12
>$50k
26
187,014
95,392.75
null
27.25
white
24.699219
29
0.61792
0.512939
7
0
0
no
0.8
0.8
no dnr
35
75
17.296875
120
24
38.29688
257.5
2.599609
4.899414
0.699951
135
7.5
null
null
null
null
null
adl>=4 (>=5 if sur)
2.70459
71
45.56598
1
male
1
5
5
MOSF w/Malig
ARF/MOSF
3
18
$25-$50k
0
181,701
92,664.625
null
51
white
69.296875
133
0
0
39
0
0
yes
null
null
dnr after sadm
3
33
0.299988
140
33
38.5
129
2.299805
31.398438
4.799805
142
7.359375
null
null
null
null
0
<2 mo. follow-up
0
72
41.95999
1
male
0
4
503
Lung Cancer
Cancer
1
16
>$50k
0
4,173
2,648.0977
null
3
white
13.398438
7
0.813965
0.600952
1
0
0
metastatic
0.95
0.8
no dnr
4
97
10.798828
88
20
36.39844
380.9375
3.799805
0.5
1.099854
133
7.479492
null
null
null
null
null
no(M2 and SIP pres)
2.179688
73
59.31
0
male
0
72
1,981
ARF/MOSF w/Sepsis
ARF/MOSF
0
15
>$50k
26
538,692
301,788.5
null
32.5
white
37.796875
71
0.311951
0.198975
13
0
0
no
0.5
0.4
no dnr
72
60
19.398438
160
38
37.29688
113.32812
3.099609
13.099609
1.299805
142
7.509766
null
null
null
null
2
adl>=4 (>=5 if sur)
2
74
45.61499
1
female
1
44
44
Cirrhosis
COPD/CHF/Cirrhosis
3
16
>$50k
44
302,353
155,929.75
null
30.5
white
27.199219
55
0.5979
0.406982
1
0
0
no
0.3
0.25
dnr after sadm
41
57
13.599609
112
28
38.59375
134.4375
1.699951
1.5
0.899902
139
7.179688
null
null
null
null
null
<2 mo. follow-up
3.54541
75
65.98499
1
female
0
10
540
Colon Cancer
Cancer
1
12
null
0
18,980
9,559.2266
null
13.5
hispanic
11.099609
19
0.880981
0.730957
1
1
0
metastatic
null
null
no dnr
10
127
17.796875
96
26
38.89844
372
4.099609
0.299988
0.799927
140
7.399414
null
null
null
1
null
no(M2 and SIP pres)
1.1669
76
95.79199
1
female
1
19
19
ARF/MOSF w/Sepsis
ARF/MOSF
1
null
null
44
74,764
36,613.2812
null
29
white
19.199219
18
0.610962
0.504883
1
0
1
no
null
null
dnr after sadm
16
88
11.599609
65
8
37.19531
360
2.599609
null
1.699951
147
7.419922
null
null
null
null
null
<2 mo. follow-up
5.941406
77
76.59094
1
male
0
8
142
Colon Cancer
Cancer
1
17
$11-$25k
0
7,137
4,350.3672
null
4.5
white
7.799805
6
0.896973
0.762939
1
0
0
metastatic
null
null
dnr after sadm
1
83
12.798828
76
18
38.29688
390.4375
4.099609
0.799927
0.799927
146
7.439453
null
null
null
1
2
null
2
78
68.10095
0
male
0
4
1,979
CHF
COPD/CHF/Cirrhosis
1
12
$11-$25k
0
9,586
5,151.0469
null
7
white
17.898438
33
0.873901
0.790894
1
0
0
no
0.9
0.7
no dnr
4
72
5.899414
80
18
36.79688
null
null
null
2.199707
137
null
null
null
null
null
null
no(M2 and SIP pres)
1.971924
79
78.85297
1
female
1
6
6
ARF/MOSF w/Sepsis
ARF/MOSF
2
null
null
37
39,420
20,195.5781
null
27
white
21.5
30
0.642944
0.541992
3
0
1
no
null
null
dnr after sadm
4
60
36.195313
112
11
36.59375
214.28125
null
1.099854
1.099854
137
7.419922
null
null
null
null
null
<2 mo. follow-up
4.947266
80
37.87
0
male
0
120
1,977
ARF/MOSF w/Sepsis
ARF/MOSF
1
null
null
9
397,017
207,528.5
null
31
white
31.097656
48
0.703979
0.61499
14
0
0
no
0.1
0.001
no dnr
120
83
23.5
122
26
37.59375
257.5
null
3.099609
5.199219
134
7.379883
null
null
null
null
null
null
2.540039
81
74.90997
1
female
0
6
18
COPD
COPD/CHF/Cirrhosis
1
16
null
0
8,166
4,166.6992
null
8
white
15.599609
9
0.866943
0.779907
1
0
0
no
0.8
0.7
no dnr
6
106
11.398438
84
22
37
424
null
null
0.799927
142
7.399414
null
null
null
0
0
<2 mo. follow-up
0
82
31.702
0
female
0
49
1,973
Cirrhosis
COPD/CHF/Cirrhosis
0
14
null
0
231,119
101,867.938
null
15.5
black
20.097656
24
0.903931
0.837891
1
0
0
no
0.2
0.1
no dnr
49
77
7.699219
80
20
37.19531
490.4375
2.199707
2.699707
1.399902
127
7.489258
null
null
null
6
1
SIP>=30
1
83
54.93997
1
female
0
10
55
CHF
COPD/CHF/Cirrhosis
3
14
$11-$25k
0
27,561
15,429.6172
null
21
white
20.199219
22
0.885986
0.80896
1
0
0
no
null
null
no dnr
10
55
6.199219
104
24
36.79688
504
3.599609
1.099854
0.799927
136
7.459961
null
null
null
1
0
<2 mo. follow-up
0
84
43.30197
1
male
1
39
39
Cirrhosis
COPD/CHF/Cirrhosis
3
14
under $11k
0
283,145
108,597.562
null
13.75
hispanic
23.597656
33
0.826904
0.716919
1
0
0
no
null
null
no dnr
39
83
10
80
20
37
null
2.099609
13
1
130
null
null
null
null
3
2
<2 mo. follow-up
2
85
54.92999
1
female
0
8
50
Lung Cancer
Cancer
0
12
$25-$50k
0
15,392
7,098.3008
null
10
asian
22
25
0.625977
0.312988
1
0
0
metastatic
null
null
no dnr
8
143
10.699219
84
40
36.19531
null
3.299805
null
0.799927
135
null
null
null
null
1
0
<2 mo. follow-up
0
86
70.21497
1
male
0
7
173
Colon Cancer
Cancer
1
12
$11-$25k
0
8,442
5,144.7188
null
11.5
white
25.398438
27
0.653931
0.348999
1
1
0
metastatic
0.9
0.5
no dnr
7
117
10.199219
22
18
38
null
3.099609
0.699951
1.299805
137
null
null
null
null
0
0
no(M2 and SIP pres)
0
87
67.09399
0
female
0
27
1,969
Cirrhosis
COPD/CHF/Cirrhosis
2
3
under $11k
0
71,992
37,093.125
null
17.5
black
23.199219
28
0.68689
0.518921
1
0
0
no
null
null
dnr after sadm
5
104
21.796875
82
20
37
null
2
6.599609
0.599976
135
null
null
null
null
null
1
null
1
88
65.05096
1
male
0
10
125
Cirrhosis
COPD/CHF/Cirrhosis
2
14
$25-$50k
0
14,944
9,489.5391
null
9
white
27.796875
36
0.5979
0.407959
1
0
0
no
null
null
no dnr
10
77
12.099609
72
22
36.39844
null
2.5
21.699219
1.199951
130
null
null
null
null
0
2
null
2
89
69.34698
1
male
1
42
42
MOSF w/Malig
ARF/MOSF
2
18
null
0
433,684
214,329.25
null
38.25
asian
25.398438
27
0.492981
0.375
11
1
0
metastatic
null
null
no dnr
42
112
10.398438
125
14
36.5
274.25
3.799805
5.699219
1.099854
140
7.449219
null
null
null
null
4
<2 mo. follow-up
4
90
64.98798
1
female
0
4
33
Lung Cancer
Cancer
0
null
null
0
8,137
4,735.9922
null
9
white
18.296875
11
0.680908
0.385986
1
0
0
metastatic
null
null
no dnr
4
110
18.796875
80
20
36.39844
null
null
null
0.699951
134
null
null
null
null
null
null
<2 mo. follow-up
2.198731
91
80.62097
1
male
1
4
4
ARF/MOSF w/Sepsis
ARF/MOSF
1
null
null
37
104,163
53,111.3125
null
38
white
35.898438
77
0.167999
0.084991
14
0
0
no
null
null
dnr after sadm
2
61
23
140
32
39.19531
75.54688
2.299805
1.5
1.899902
135
7.129883
null
null
null
null
null
<2 mo. follow-up
3.361816
92
72.172
1
male
1
12
12
Lung Cancer
Cancer
1
null
null
0
62,158
31,507.8125
null
25
white
34.195313
47
0.222992
0.023998
1
0
0
metastatic
0.5
0.25
no dnr
12
63
5.099609
140
36
36.5
176.65625
2.699707
null
1.099854
135
7.55957
null
null
null
null
0
<2 mo. follow-up
0
93
53.06198
1
male
0
3
28
COPD
COPD/CHF/Cirrhosis
2
null
under $11k
0
6,734
3,384.6172
null
4
white
19.296875
28
0.890991
0.817993
1
0
0
yes
null
null
dnr after sadm
1
77
10.898438
72
24
36.39844
280.9375
3.899902
null
0.799927
126
7.479492
null
null
null
null
null
<2 mo. follow-up
2.619141
94
52.50699
1
female
1
6
6
CHF
COPD/CHF/Cirrhosis
1
12
$11-$25k
0
20,735
11,022.1016
null
9
white
20.898438
24
0.884888
0.80896
1
1
0
no
0.6
0.2
dnr after sadm
6
67
8.5
88
20
36.59375
null
3.099609
0.699951
1.399902
129
null
null
null
null
6
7
<2 mo. follow-up
7
95
74.97095
1
male
0
19
259
Colon Cancer
Cancer
0
null
null
0
43,009
22,430.0625
null
12.333328
white
3.299805
26
0.928955
0.832886
1
0
0
metastatic
0.9
0.85
no dnr
19
91
6.799805
88
20
36.79688
null
4.599609
2.5
1.099854
142
null
null
null
null
null
null
null
1.91626
96
53.34998
1
male
0
52
126
ARF/MOSF w/Sepsis
ARF/MOSF
0
17
>$50k
26
483,991
285,715.25
null
39
asian
40.5
71
0.286987
0.176971
9
0
0
no
0.5
0.2
no dnr
52
73
19.5
158
36
39.29688
187.5
3.599609
11.099609
2.699707
154
7.369141
null
null
null
null
6
null
6
97
89.58795
1
male
1
4
4
ARF/MOSF w/Sepsis
ARF/MOSF
2
null
null
100
19,238
9,710.9062
null
34
white
54.898438
80
0
0
1
0
0
metastatic
null
null
no dnr
4
33
13.699219
0
0
38.5
122
2.299805
0.5
1
130
7.289062
null
null
null
null
null
<2 mo. follow-up
5.568359
98
56.62399
1
male
0
11
559
Colon Cancer
Cancer
0
12
>$50k
0
27,408
15,270.6484
null
12
white
5.699219
12
0.928955
0.833984
1
0
0
metastatic
null
null
no dnr
11
116
8.199219
102
18
38.39844
null
4.299805
0.299988
1.199951
136
null
null
null
null
0
0
no(M2 and SIP pres)
0
99
75.04199
1
male
0
6
123
Colon Cancer
Cancer
0
16
null
0
8,723
5,835.2305
null
16
hispanic
35.898438
47
0.35199
0.074997
1
0
0
metastatic
null
null
no dnr
6
123
16.296875
112
28
36
352.375
2.899902
1.699951
7.599609
134
7.479492
null
null
null
null
null
SIP>=30
2.249512
100
75.76196
0
male
0
21
1,962
ARF/MOSF w/Sepsis
ARF/MOSF
0
null
null
0
74,162
40,581
null
23.666656
white
22.699219
28
0.734985
0.652954
8
0
0
no
0.8
0.8
no dnr
21
68
16.597656
79
20
37.19531
132.71875
null
null
1.099854
132
7.489258
null
null
null
0
null
null
0.4948