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
1,601
80.33398
0
male
0
9
2,027
CHF
COPD/CHF/Cirrhosis
2
null
null
0
15,306
9,417.1719
null
16
white
17.097656
27
0.8479
0.750977
1
0
0
no
0.7
0.5
no dnr
9
56
14.199219
75
20
37
337
3.599609
null
1.199951
142
7.399414
null
null
null
null
null
null
2.839356
1,602
62.84497
1
male
1
7
7
ARF/MOSF w/Sepsis
ARF/MOSF
2
null
null
0
79,451
59,804.6562
null
51
white
42.09375
59
0.284973
0.175995
20
0
0
no
null
null
dnr after sadm
5
40
18.097656
158
28
37.59375
240
null
null
4.5
135
7.439453
null
null
null
null
null
<2 mo. follow-up
2.370606
1,603
56.91199
1
male
0
14
40
Lung Cancer
Cancer
1
15
$25-$50k
9
13,620
12,023.5703
null
9.333328
white
23.898438
41
0.529907
0.20697
1
0
0
metastatic
0.5
0.1
dnr before sadm
-1
60
7.099609
140
40
38.29688
304.75
3
0.599976
0.799927
136
7.439453
null
null
null
null
2
<2 mo. follow-up
2
1,604
44.47897
1
female
0
22
111
Lung Cancer
Cancer
1
13
$25-$50k
100
25,121
20,401.625
null
13
white
32.898438
28
0.012999
0
1
0
0
metastatic
0.5
0.4
dnr after sadm
1
67
8.099609
107
8
36.29688
381.625
2.399902
0.399963
1.399902
136
7.339844
null
null
null
null
null
adl>=4 (>=5 if sur)
3.907715
1,605
29.13599
1
male
0
15
59
MOSF w/Malig
ARF/MOSF
1
18
null
0
20,860
16,367.9531
null
9.666664
white
31.199219
42
0.588989
0.480957
1
0
0
yes
0.2
0.05
dnr after sadm
1
67
27.898438
112
24
38.29688
null
1.899902
3.699707
1.099854
118
null
null
null
null
null
0
<2 mo. follow-up
0
1,606
82.06396
0
male
0
4
2,024
CHF
COPD/CHF/Cirrhosis
5
12
under $11k
0
3,265
2,432.3867
null
14
white
18.796875
37
0.821899
0.709961
1
1
0
no
0.6
0.5
no dnr
4
70
16.898438
80
20
36.09375
290.4375
null
null
1.5
135
7.489258
null
null
null
0
0
no(M2 and SIP pres)
0
1,607
54.63699
0
male
0
12
2,024
CHF
COPD/CHF/Cirrhosis
1
null
null
0
10,749
8,246.9922
null
12
white
21.5
40
0.875
0.791992
1
0
0
no
0.5
0.2
no dnr
12
79
10.099609
124
42
40.09375
227.5
4.099609
1
1.199951
132
7.489258
null
null
null
null
null
null
2.42627
1,608
90.89099
1
female
0
16
64
Colon Cancer
Cancer
2
11
null
0
13,201
10,254.375
null
6
other
15.199219
27
0.791992
0.56189
1
1
0
metastatic
0.5
0.1
dnr after sadm
1
81
7
80
20
36.5
323.75
3.599609
0.899902
1.599854
135
7.30957
null
null
null
2
2
null
2
1,609
70.80396
1
female
0
12
18
Lung Cancer
Cancer
4
12
null
0
13,253
10,580.3281
null
7.5
white
24.097656
33
0.521973
0.199982
1
0
0
metastatic
0.7
0.1
dnr after sadm
1
73
11.798828
120
28
36.09375
395.1875
3.399902
0.5
1.199951
135
7.449219
null
null
null
null
1
<2 mo. follow-up
1
1,610
82.11896
0
female
0
3
2,022
CHF
COPD/CHF/Cirrhosis
3
14
null
0
3,189
2,218.0117
null
12
white
18.296875
23
0.827881
0.718994
1
1
1
no
1
0.75
no dnr
3
92
6.299805
60
24
36.29688
null
null
null
1.599854
136
null
null
null
null
null
null
no(M2 and SIP pres)
3.983887
1,611
30.03999
0
male
0
12
2,022
ARF/MOSF w/Sepsis
ARF/MOSF
0
12
>$50k
0
17,692
9,315.7969
null
16.5
black
18.398438
12
0.932983
0.907959
1
0
0
no
0.85
0.85
no dnr
12
89
9.699219
102
24
38.69531
null
2.299805
0.399963
0.5
146
null
null
null
null
null
null
adl>=4 (>=5 if sur)
2.202637
1,612
83.65796
1
female
0
9
744
CHF
COPD/CHF/Cirrhosis
2
16
null
0
6,931
5,280.9766
null
5.5
white
20.296875
25
0.793945
0.667969
1
0
0
no
0.5
0.125
dnr after sadm
1
95
18.699219
104
25
37.29688
504.0625
null
null
1.199951
146
7.5
null
null
null
1
3
no(M2 and SIP pres)
3
1,613
77.66699
1
male
1
20
20
CHF
COPD/CHF/Cirrhosis
3
15
null
0
16,398
13,352.3125
null
5.333332
white
16
42
0.86792
0.780884
1
1
0
no
0.8
0.512
no dnr
20
69
9.898438
74
16
36.79688
204
4.199219
null
2.299805
137
7.419922
null
null
null
null
null
<2 mo. follow-up
2.988281
1,614
93.75494
1
female
0
13
102
CHF
COPD/CHF/Cirrhosis
2
12
null
0
10,622
8,300.2734
null
14.5
white
21.699219
53
0.723999
0.56897
1
0
0
no
0.95
0.9
dnr after sadm
1
66
5.099609
140
36
38.69531
null
3.799805
null
1.799805
136
null
null
null
null
null
7
adl>=4 (>=5 if sur)
7
1,615
63.48499
1
female
0
23
52
Lung Cancer
Cancer
1
12
$11-$25k
0
22,166
18,582.3438
null
13.333328
black
34.296875
28
0.25
0.031998
1
0
0
metastatic
0.65
0.35
dnr after sadm
1
53
20.296875
112
20
37.29688
null
2.699707
0.5
0.799927
133
null
null
null
null
0
1
<2 mo. follow-up
1
1,616
58.63898
0
male
0
15
2,019
CHF
COPD/CHF/Cirrhosis
3
12
$25-$50k
0
17,714
11,645.3594
null
20.333328
white
38.195313
42
0.485962
0.283997
1
0
0
yes
0.5
0.02
no dnr
15
49
14.5
118
32
36.19531
243.3125
3.299805
1.299805
1.099854
124
7.459961
null
null
null
0
0
no(M2 and SIP pres)
0
1,617
84.10095
1
female
0
42
1,115
ARF/MOSF w/Sepsis
ARF/MOSF
1
8
under $11k
9
42,058
28,787.5156
null
14.5
white
22.5
39
0.731934
0.647949
1
1
0
no
null
null
no dnr
42
65
18.398438
44
24
37.29688
388
2.199707
1.099854
1.899902
142
7.329102
null
null
null
null
6
no(M2 and SIP pres)
6
1,618
51.52399
0
female
0
10
2,017
ARF/MOSF w/Sepsis
ARF/MOSF
1
null
null
37
9,931
5,960.7148
null
18.5
white
24.097656
21
0.753906
0.67688
1
0
0
no
0.99
0.98
no dnr
10
63
3.599609
98
40
39.09375
302.5
3
0.399963
0.599976
136
7.439453
null
null
null
null
null
null
2.415039
1,619
95.56494
1
female
0
5
1,668
CHF
COPD/CHF/Cirrhosis
2
8
under $11k
0
4,417
3,155.0312
null
10
white
22.199219
56
0.705933
0.543945
1
1
0
no
0.95
0.9
no dnr
5
77
12.699219
160
28
36.69531
460
4
1.199951
1.699951
144
7.459961
null
null
null
null
2
adl>=4 (>=5 if sur)
2
1,620
55.42499
1
female
0
11
93
Lung Cancer
Cancer
1
13
null
0
10,085
7,489.4961
null
12.5
white
32.296875
14
0.335999
0.066986
1
0
0
metastatic
0.2
0
dnr after sadm
2
73
8
104
24
37
null
2.599609
0.899902
0.799927
128
null
null
null
null
null
null
no(M2 and SIP pres)
3.220703
1,621
53.42099
0
male
0
9
2,016
ARF/MOSF w/Sepsis
ARF/MOSF
0
12
$11-$25k
0
14,593
8,761.5156
null
14
white
15.199219
13
0.919922
0.890991
1
0
0
no
0.95
0.95
no dnr
9
83
13.599609
78
32
38.29688
null
2.799805
null
1
138
null
null
null
null
0
null
null
0.4948
1,622
84.33099
0
male
0
12
2,016
ARF/MOSF w/Sepsis
ARF/MOSF
0
12
$11-$25k
0
17,909
13,563.3047
null
22
white
21.898438
34
0.768921
0.694946
1
0
0
no
0.6
0.5
no dnr
12
75
10.398438
68
16
38.5
108
3.799805
0.299988
1.399902
142
7.40918
null
null
null
0
null
no(M2 and SIP pres)
0.4948
1,623
57.23199
1
female
0
5
236
Lung Cancer
Cancer
1
9
$11-$25k
0
4,652
3,553.2793
null
16
asian
8.298828
10
0.853882
0.67688
1
0
0
metastatic
0.9
0.7
no dnr
5
107
7.5
100
18
36.89844
null
4.199219
null
0.899902
142
null
null
null
null
2
0
no(M2 and SIP pres)
0
1,624
46.74597
0
female
0
45
2,015
ARF/MOSF w/Sepsis
ARF/MOSF
0
16
null
0
94,302
24,157.2031
null
34
white
32
44
0.75
0.670898
1
0
0
no
0.3
0.3
no dnr
45
103
3.099609
158
10
39.59375
200
2.199707
3.599609
0.699951
132
7.279297
null
null
null
null
0
adl>=4 (>=5 if sur)
0
1,625
87.20099
1
female
0
23
217
CHF
COPD/CHF/Cirrhosis
2
null
null
0
21,775
14,229.2656
null
10
white
14.798828
31
0.852905
0.757935
1
0
0
no
0.8
0.8
no dnr
23
67
8.199219
88
24
38
453
null
null
1.599854
139
7.459961
null
null
null
null
0
null
0
1,626
80.29596
1
female
1
7
7
COPD
COPD/CHF/Cirrhosis
2
10
null
0
11,442
3,974.5703
null
26
white
20
20
0.780884
0.649902
1
0
0
no
0.3
0.1
no dnr
7
98
5
40
24
38
200
null
0.5
0.599976
141
7.359375
null
null
null
5
2
<2 mo. follow-up
2
1,627
78.26099
1
male
0
9
176
COPD
COPD/CHF/Cirrhosis
3
null
null
0
13,574
10,652.4219
null
18.5
null
25.296875
31
0.700928
0.53894
1
0
0
no
0.5
0.3
dnr before sadm
-1
75
7
103
20
38
127.5
null
null
1.099854
128
7.509766
null
null
null
2
null
no(M2 and SIP pres)
1.839
1,628
75.99695
1
male
0
39
1,423
ARF/MOSF w/Sepsis
ARF/MOSF
2
12
$25-$50k
0
81,626
562.814
null
29.25
white
20.898438
37
0.782959
0.711914
4
0
0
no
null
null
no dnr
39
112
9.298828
83
18
38.39844
196
3
null
3.799805
139
7.399414
null
null
null
1
null
adl>=4 (>=5 if sur)
1.1669
1,629
60.86798
1
male
0
128
476
ARF/MOSF w/Sepsis
ARF/MOSF
2
4
null
9
259,334
74,035.125
null
25.25
white
24.296875
48
0.73291
0.649902
12
0
0
no
0.7
0.6
no dnr
128
129
10.298828
114
28
37.19531
376.625
null
null
10.898438
134
7.339844
null
null
null
null
2
null
2
1,630
57.11697
1
male
0
5
375
Lung Cancer
Cancer
1
12
>$50k
0
8,150
5,800.4766
null
15
white
11.898438
9
0.809937
0.593994
1
0
0
metastatic
0.8
0.4
no dnr
5
93
6.699219
84
20
38
null
null
0.399963
1
142
null
null
null
null
null
2
null
2
1,631
67.38898
1
male
0
5
38
COPD
COPD/CHF/Cirrhosis
1
null
null
0
6,146
3,244.582
null
6
white
14.398438
13
0.896973
0.826904
2
0
0
no
0.6
0.4
no dnr
5
80
null
80
24
36.69531
null
null
null
1.299805
144
null
null
null
null
6
null
<2 mo. follow-up
4.527397
1,632
71.90094
0
male
0
9
2,010
ARF/MOSF w/Sepsis
ARF/MOSF
2
15
null
26
27,244
20,179.2031
null
21
white
22.796875
31
0.598999
0.490967
6
0
0
yes
null
null
no dnr
9
75
6.699219
58
12
36
214.28125
null
0.399963
1.899902
137
7.399414
null
null
null
null
0
no(M2 and SIP pres)
0
1,633
21.20999
0
male
0
5
2,009
ARF/MOSF w/Sepsis
ARF/MOSF
1
14
under $11k
0
6,719
3,303.125
null
7
white
19.5
45
0.937988
0.914917
1
0
0
no
null
null
no dnr
5
129
8.298828
70
26
36.19531
306.625
3.099609
0.299988
12.398438
156
7.239258
null
null
null
0
0
no(M2 and SIP pres)
0
1,634
53.67297
1
male
1
3
3
Coma
Coma
0
17
$11-$25k
100
6,521
2,071.1094
null
22
black
54.695313
81
0
0
1
0
0
no
0.05
0.000125
dnr after sadm
2
33
5.099609
0
0
35.19531
211.65625
3.199707
0.5
2.399902
145
7.379883
null
null
null
null
null
<2 mo. follow-up
2.29834
1,635
71.45197
0
female
0
5
2,008
CHF
COPD/CHF/Cirrhosis
2
10
under $11k
0
4,995
4,014.6133
null
7
black
18.097656
26
0.863892
0.773926
1
0
0
no
0.9
0.7
no dnr
5
110
4.599609
66
20
36.79688
176.65625
null
0.299988
1.5
141
7.179688
null
null
null
2
null
no(M2 and SIP pres)
1.839
1,636
76.15094
1
male
1
26
26
Lung Cancer
Cancer
1
12
null
0
16,484
13,867.6016
null
3.75
white
30.097656
18
0.326965
0.062988
1
0
0
metastatic
0.2
0.05
dnr after sadm
1
77
9.5
100
22
36.69531
null
2.699707
0.399963
0.699951
128
null
null
null
null
7
4
<2 mo. follow-up
4
1,637
64.99396
0
male
0
6
2,005
CHF
COPD/CHF/Cirrhosis
1
17
$11-$25k
0
7,826
3,351.7012
null
7
white
19.898438
24
0.862915
0.773926
1
0
0
no
0.8
0.75
no dnr
6
73
4
114
20
36.19531
null
null
null
1.299805
137
null
null
null
null
0
0
SIP>=30
0
1,638
37.81
0
male
0
17
2,005
ARF/MOSF w/Sepsis
ARF/MOSF
0
null
null
0
57,170
420.3059
null
36
white
44.898438
81
0.420959
0.301941
6
0
0
no
0.6
0.6
no dnr
17
47
17.898438
147
40
38.89844
80
2.299805
null
2.299805
138
7.369141
null
null
null
null
0
null
0
1,639
42.01498
0
male
0
8
2,004
ARF/MOSF w/Sepsis
ARF/MOSF
2
17
under $11k
0
9,923
6,147.9219
null
13
white
19.296875
23
0.910889
0.878906
1
0
0
no
0.9
0.8
no dnr
8
73
7.599609
50
16
36.79688
309.5
4.699219
1.299805
0.599976
135
7.449219
null
null
null
0
null
no(M2 and SIP pres)
0.4948
1,640
62.84698
1
male
1
29
29
MOSF w/Malig
ARF/MOSF
2
14
under $11k
0
46,029
28,832.4688
null
16
white
30.699219
49
0.36499
0.246979
8
1
0
metastatic
0.6
0.216
dnr after sadm
22
63
32.398438
66
28
36.79688
200
2.899902
1.099854
4.099609
128
7.399414
null
null
null
0
null
<2 mo. follow-up
0.4948
1,641
74.77899
1
male
0
7
1,769
CHF
COPD/CHF/Cirrhosis
1
9
under $11k
0
10,348
9,178.2422
null
8
white
19.5
27
0.815918
0.701904
3
0
0
no
0.8
0.7
no dnr
7
65
11.199219
68
22
36
null
null
null
1.599854
135
null
null
null
null
0
0
no(M2 and SIP pres)
0
1,642
79.67694
1
female
1
7
7
ARF/MOSF w/Sepsis
ARF/MOSF
1
14
under $11k
0
27,784
20,989
null
38
white
20.796875
34
0.751953
0.67395
8
1
0
no
0.4
0.2
dnr after sadm
1
73
12.298828
77
22
36.29688
296.625
null
0.299988
2.399902
137
7.449219
null
null
null
6
5
<2 mo. follow-up
5
1,643
24.78
0
female
0
13
1,999
ARF/MOSF w/Sepsis
ARF/MOSF
0
15
under $11k
0
20,322
12,712.5781
null
16
black
24.796875
23
0.876953
0.832886
6
0
0
no
0.99
0.99
no dnr
13
60
13.199219
115
28
37
204.0625
null
null
0.599976
137
7.459961
null
null
null
0
4
null
4
1,644
72.95294
1
male
0
16
29
Lung Cancer
Cancer
1
14
$11-$25k
0
13,340
11,943.1562
null
7
white
16.296875
18
0.702881
0.416992
1
0
0
metastatic
null
null
dnr after sadm
1
62
7.699219
62
16
36.5
null
3.599609
0.699951
0.799927
132
null
null
null
null
null
2
<2 mo. follow-up
2
1,645
31.56699
0
male
0
43
1,998
ARF/MOSF w/Sepsis
ARF/MOSF
3
18
null
0
46,374
29,131.6406
null
13.25
white
30.097656
42
0.791992
0.723999
1
0
0
yes
1
0.99
no dnr
43
57
17.699219
130
34
39.59375
167.34375
2.699707
0.799927
1.5
138
7.379883
null
null
null
1
1
null
1
1,646
56.961
0
male
0
17
1,998
Cirrhosis
COPD/CHF/Cirrhosis
3
16
$25-$50k
0
19,128
13,759.375
null
13.666664
white
17.097656
26
0.844971
0.744995
1
0
0
no
0.8
0.7
no dnr
17
71
6
77
32
37
306.625
2.5
2.5
0.799927
135
7.429688
null
null
null
0
null
no(M2 and SIP pres)
0.4948
1,647
85.31995
1
female
1
5
5
ARF/MOSF w/Sepsis
ARF/MOSF
2
12
under $11k
0
10,257
7,788.1328
null
35
white
23.097656
52
0.744995
0.665894
1
1
0
no
0.1
0.001
dnr after sadm
2
57
11.798828
155
8
38.69531
310
3.199707
0.399963
1.5
140
7.259766
null
null
null
null
4
<2 mo. follow-up
4
1,648
65.70599
1
female
1
4
4
Colon Cancer
Cancer
1
12
null
0
2,924
2,225.625
null
7
white
44.898438
79
0.139984
0.007999
1
0
0
metastatic
null
null
dnr after sadm
1
53
0.299988
112
30
36.69531
661.625
1.699951
1.099854
1.399902
141
7.289062
null
null
null
null
0
<2 mo. follow-up
0
1,649
87.19196
1
female
1
6
6
ARF/MOSF w/Sepsis
ARF/MOSF
1
9
under $11k
0
15,135
13,666.3828
null
31
white
48
68
0.071991
0.025997
3
1
0
no
0
0
dnr after sadm
1
30
23.699219
55
10
37.59375
197.5
null
null
2.5
130
7.289062
null
null
null
null
6
<2 mo. follow-up
6
1,650
73.35199
0
male
0
12
1,994
Cirrhosis
COPD/CHF/Cirrhosis
1
12
under $11k
0
16,690
13,542.2344
null
20.5
white
14.699219
26
0.795898
0.671997
1
0
0
no
null
null
no dnr
12
73
8.298828
88
32
38.19531
350
2.699707
null
0.899902
146
7.439453
null
null
null
1
1
no(M2 and SIP pres)
1
1,651
88.89795
1
female
0
14
21
ARF/MOSF w/Sepsis
ARF/MOSF
2
null
null
0
15,777
8,660.6016
null
15
white
23
42
0.731934
0.647949
1
1
0
no
0.5
0.5
dnr after sadm
1
56
6.599609
51
12
37.59375
247.59375
2.5
0.299988
0.399963
140
7.429688
null
null
null
null
6
<2 mo. follow-up
6
1,652
68.26294
1
male
0
7
20
Lung Cancer
Cancer
2
12
null
0
5,599
4,413.5742
null
21
white
30
36
0.359985
0.078995
1
1
0
metastatic
0.5
0.1
dnr before sadm
-1
77
13.199219
110
28
36
null
2.899902
0.599976
1
135
null
null
null
null
3
null
<2 mo. follow-up
2.511099
1,653
72.47595
0
male
0
38
1,993
CHF
COPD/CHF/Cirrhosis
3
8
null
0
55,572
46,378.6875
null
26.75
white
24
38
0.784912
0.654907
1
1
0
no
0.5
0.4
dnr after sadm
28
61
6.099609
97
9
38.39844
156
null
null
2.5
135
7.419922
null
null
null
null
0
null
0
1,654
64.54999
1
female
0
13
25
Lung Cancer
Cancer
1
15
$11-$25k
0
10,349
7,812.418
null
10
white
16.097656
11
0.725952
0.452942
1
0
0
metastatic
null
null
dnr after sadm
3
83
8
90
20
37
null
3.399902
0.299988
0.799927
134
null
null
null
null
4
null
<2 mo. follow-up
3.183199
1,655
77.32495
1
male
0
7
34
MOSF w/Malig
ARF/MOSF
2
16
>$50k
0
12,638
8,273.2656
null
19
white
25.699219
48
0.603882
0.497986
3
0
0
yes
0
0
no dnr
7
107
100
82
30
37.69531
122.5
null
1.5
1.5
146
7.439453
null
null
null
0
null
<2 mo. follow-up
0.4948
1,656
73.91095
1
male
1
14
14
ARF/MOSF w/Sepsis
ARF/MOSF
1
null
under $11k
0
46,732
21,987.5
null
33.666657
white
19.097656
31
0.842896
0.78894
1
0
0
no
0.5
0.4
dnr after sadm
13
77
9.699219
80
30
38.39844
166
null
null
1.099854
133
7.349609
null
null
null
null
null
<2 mo. follow-up
2.598145
1,657
61.43997
0
female
0
12
1,990
Cirrhosis
COPD/CHF/Cirrhosis
4
11
under $11k
0
9,601
7,848.5742
null
9
black
17.097656
35
0.823975
0.712891
1
0
0
no
0.9
0.8
no dnr
12
77
6.199219
94
16
36
null
null
null
18.398438
137
null
null
null
null
5
3
no(M2 and SIP pres)
3
1,658
74.33795
1
male
0
8
85
COPD
COPD/CHF/Cirrhosis
2
12
under $11k
0
6,024
4,765.9258
null
8
white
16.699219
36
0.856934
0.763916
1
0
0
no
0.8
0.4
dnr after sadm
1
81
9.5
84
32
37.29688
195.21875
null
null
1
142
7.319336
null
null
null
null
null
adl>=4 (>=5 if sur)
3.07666
1,659
51.461
0
female
0
27
1,989
Cirrhosis
COPD/CHF/Cirrhosis
2
8
under $11k
37
30,321
23,567.2188
null
9.75
white
28.898438
64
0.529907
0.330994
1
0
0
no
null
null
no dnr
27
73
8.578125
140
22
38.59375
384
2.199707
17.699219
1.599854
135
7.379883
null
null
null
null
null
SIP>=30
3.533203
1,660
61.98499
0
male
0
5
1,988
Colon Cancer
Cancer
1
20
$11-$25k
0
3,503
2,697.7246
null
4
white
16.5
16
0.828979
0.628906
1
0
0
metastatic
0.5
0.1
no dnr
5
93
10.599609
60
20
37
null
null
null
1.299805
138
null
null
null
null
3
2
no(M2 and SIP pres)
2
1,661
89.36597
1
male
0
5
167
CHF
COPD/CHF/Cirrhosis
2
null
null
0
4,119
3,051.9258
null
12
white
17.199219
30
0.815918
0.700928
1
0
0
no
0.9
0.5
dnr after sadm
2
73
4.899414
74
28
36.09375
276
null
null
1.299805
144
7.419922
null
null
null
6
null
adl>=4 (>=5 if sur)
4.527397
1,662
85.85596
1
male
0
12
69
COPD
COPD/CHF/Cirrhosis
1
null
null
0
10,144
7,912.125
null
14.5
white
21.398438
49
0.715942
0.557983
1
0
0
no
null
null
no dnr
12
105
3.299805
78
22
35.89844
233.3125
null
null
3
140
7.289062
null
null
null
5
3
adl>=4 (>=5 if sur)
3
1,663
83.69299
1
female
0
7
1,237
ARF/MOSF w/Sepsis
ARF/MOSF
1
12
under $11k
9
8,571
7,353.4258
null
23
white
15.398438
21
0.839966
0.784912
1
0
1
no
null
null
dnr before sadm
-1
60
9.398438
64
24
38.29688
266.625
null
null
0.599976
142
7.449219
null
null
null
null
null
adl>=4 (>=5 if sur)
4.782227
1,664
50.36798
1
male
0
7
427
Lung Cancer
Cancer
1
20
>$50k
0
10,558
7,541.6172
null
12
white
10.798828
11
0.833984
0.637939
1
0
0
metastatic
0.78
0.1
no dnr
7
103
11.099609
96
24
38.19531
null
3.899902
null
1.199951
138
null
null
null
null
0
0
no(M2 and SIP pres)
0
1,665
69.435
0
male
0
3
1,985
CHF
COPD/CHF/Cirrhosis
2
12
>$50k
0
2,722
1,893.0508
null
5
white
21
25
0.836914
0.73291
1
0
0
no
null
null
no dnr
3
92
10.699219
74
20
36.39844
388
null
null
2.599609
136
7.419922
null
null
null
null
null
no(M2 and SIP pres)
1.954346
1,666
81.57196
1
female
1
33
33
CHF
COPD/CHF/Cirrhosis
2
12
null
0
42,506
25,386.0312
null
16.25
white
27.097656
41
0.615967
0.428955
1
0
0
yes
null
null
dnr after sadm
26
113
6.899414
134
42
38.59375
304
2.699707
0.599976
0.899902
132
7.40918
null
null
null
null
null
<2 mo. follow-up
3.264648
1,667
75.16498
1
male
0
18
39
ARF/MOSF w/Sepsis
ARF/MOSF
3
null
null
9
19,845
null
null
12
null
23.5
25
0.695923
0.60498
1
0
0
yes
0.8
0.6
dnr before sadm
-1
83
6.699219
60
24
36.19531
188.3125
3.199707
1.099854
2.199707
141
7.339844
null
null
null
null
null
<2 mo. follow-up
3.395508
1,668
28.411
0
female
0
11
1,982
ARF/MOSF w/Sepsis
ARF/MOSF
0
12
$25-$50k
0
15,781
8,793.8828
null
16.5
white
24.5
36
0.895996
0.858887
1
0
0
no
0.95
0.94
no dnr
11
57
8.398438
117
44
38.39844
177.5
3.599609
0.399963
0.699951
137
7.399414
null
null
null
null
null
no(M2 and SIP pres)
2.370606
1,669
75.80298
1
female
0
15
265
ARF/MOSF w/Sepsis
ARF/MOSF
3
12
under $11k
0
20,469
11,248.2812
null
20.333328
white
25.199219
54
0.746948
0.667969
1
1
0
no
0.7
0.5
no dnr
15
130
20
126
36
38.59375
289
null
null
1.799805
143
7.399414
null
null
null
null
null
adl>=4 (>=5 if sur)
3.375977
1,670
40.77798
0
male
0
10
1,983
ARF/MOSF w/Sepsis
ARF/MOSF
2
17
$11-$25k
0
15,497
6,732.6719
null
24.5
white
25.699219
50
0.856934
0.807983
1
1
0
no
0.95
0.8
no dnr
10
61
15
110
26
36.29688
386.625
2.299805
null
2
136
7.269531
null
null
null
1
0
null
0
1,671
63.10699
1
male
0
11
220
CHF
COPD/CHF/Cirrhosis
3
null
null
0
40,364
27,025.0312
null
20.5
white
20.398438
32
0.831909
0.725952
6
1
0
no
0.9
0.7
no dnr
11
106
7.299805
62
6
34.79688
341
null
null
1.199951
134
7.509766
null
null
null
2
null
no(M2 and SIP pres)
1.839
1,672
81.40997
1
female
0
11
158
ARF/MOSF w/Sepsis
ARF/MOSF
1
12
under $11k
9
15,727
13,627.2422
null
26.5
white
18.597656
22
0.805908
0.741943
1
0
0
no
0.7
0.4
no dnr
11
61
5.199219
89
11
36.39844
210.1875
null
null
1.199951
139
7.439453
null
null
null
null
null
adl>=4 (>=5 if sur)
2.939453
1,673
83.51495
1
female
1
9
9
Coma
Coma
2
12
under $11k
100
21,857
9,337.4766
null
34.5
white
27.097656
49
0.019997
0.007999
3
0
0
no
0
0
dnr after sadm
6
133
18.796875
105
38
37.29688
208
2.899902
null
2.299805
133
7.40918
null
null
null
null
1
<2 mo. follow-up
1
1,674
46.27798
0
male
0
5
1,979
Lung Cancer
Cancer
1
16
$25-$50k
0
6,112
4,393.9492
null
15
white
15.5
10
0.774902
0.530884
1
0
0
metastatic
0.95
0.9
no dnr
5
93
8.699219
110
20
36.19531
null
3.299805
null
0.899902
140
null
null
null
null
0
0
no(M2 and SIP pres)
0
1,675
65.06494
1
male
0
6
173
Lung Cancer
Cancer
1
12
$11-$25k
0
9,324
6,639.1523
null
18
white
6.5
11
0.862915
0.69397
1
0
0
metastatic
0.8
0.5
no dnr
6
87
7.799805
70
20
37
null
3.199707
0.5
1.199951
140
null
null
null
null
0
null
no(M2 and SIP pres)
0.4948
1,676
71.84399
0
female
0
142
1,978
ARF/MOSF w/Sepsis
ARF/MOSF
0
12
null
100
247,553
null
null
34.25
white
25
36
0.199982
0.106995
33
0
0
no
0.9
0.9
dnr after sadm
17
108
13.298828
112
37
40.19531
308
null
null
0.699951
145
7.459961
null
null
null
null
5
adl>=4 (>=5 if sur)
5
1,677
57.85599
0
female
0
4
1,978
Lung Cancer
Cancer
1
11
$11-$25k
0
6,191
4,342.793
null
18
black
14.199219
7
0.773926
0.529907
1
0
0
metastatic
null
null
no dnr
4
99
6.099609
80
20
36.59375
null
null
null
1.199951
144
null
null
null
null
null
null
no(M2 and SIP pres)
1.955811
1,678
91.35394
1
female
0
10
287
ARF/MOSF w/Sepsis
ARF/MOSF
2
12
$11-$25k
41
9,472
5,058.6484
null
14.5
black
20.296875
41
0.621948
0.517944
1
0
1
no
0.5
0.3
dnr after sadm
1
77
7.699219
104
26
37.29688
593.25
1.799805
0.699951
1.399902
156
7.419922
null
null
null
null
null
adl>=4 (>=5 if sur)
6.267578
1,679
84.32599
1
male
0
11
589
CHF
COPD/CHF/Cirrhosis
2
12
under $11k
0
8,797
6,918.1875
null
15
white
23.097656
32
0.744995
0.598999
1
0
0
no
0.7
0.343
no dnr
11
82
8.699219
58
28
37
360
null
null
3.399902
140
7.399414
null
null
null
0
0
no(M2 and SIP pres)
0
1,680
69.74097
1
male
0
8
25
Colon Cancer
Cancer
1
12
$11-$25k
0
6,911
5,281.0781
null
8
white
40.398438
43
0.23999
0.028999
1
0
0
metastatic
0.5
0.1
dnr after sadm
1
96
13.199219
94
18
37.5
null
2.399902
25.597656
1.299805
132
null
null
null
null
0
0
<2 mo. follow-up
0
1,681
77.75995
1
male
1
37
37
CHF
COPD/CHF/Cirrhosis
2
12
null
0
35,881
29,816.2656
null
12.5
white
28
46
0.685913
0.518921
1
0
0
no
0.8
0.7
dnr after sadm
23
44
7.899414
76
24
35.79688
376.1875
null
null
1.599854
136
7.5
null
null
null
1
3
<2 mo. follow-up
3
1,682
50.59
0
male
0
26
1,973
ARF/MOSF w/Sepsis
ARF/MOSF
2
17
>$50k
0
49,205
44,503.75
null
28.25
white
41.5
67
0.511963
0.395996
1
0
0
no
0.3
0.3
no dnr
26
43
3.799805
78
10
36.19531
142
2.099609
0.399963
7
132
7.089844
null
null
null
null
0
SIP>=30
0
1,683
73.336
1
female
0
25
1,944
ARF/MOSF w/Sepsis
ARF/MOSF
2
12
under $11k
0
50,127
37,894.8438
null
24.75
white
23.898438
36
0.726929
0.641968
7
0
0
no
0.8
0.8
no dnr
25
109
12.298828
66
26
38.19531
147.5
3.099609
2.399902
1.399902
135
7.489258
null
null
null
null
4
adl>=4 (>=5 if sur)
4
1,684
82.60394
1
female
0
31
1,471
ARF/MOSF w/Sepsis
ARF/MOSF
1
8
under $11k
0
38,687
27,226.2812
null
12.25
white
23.398438
49
0.674927
0.579956
2
0
0
yes
0.9
0.8
no dnr
31
57
8
49
22
36.39844
300
3.399902
0.5
2.299805
134
7.439453
null
null
null
0
0
no(M2 and SIP pres)
0
1,685
52.49597
0
male
0
10
1,971
ARF/MOSF w/Sepsis
ARF/MOSF
2
12
>$50k
0
12,827
10,778.3125
null
25.5
white
28.597656
32
0.782959
0.711914
1
1
0
no
0.96
0.95
no dnr
10
116
5
51
24
36.59375
148.96875
2.199707
1.299805
2.199707
138
7.349609
null
null
null
0
0
no(M2 and SIP pres)
0
1,686
82.34094
1
male
1
4
4
Cirrhosis
COPD/CHF/Cirrhosis
2
4
null
0
4,338
3,098.4258
null
11
white
25.699219
38
0.480957
0.278992
1
0
0
no
0.6
0.3
dnr after sadm
4
87
15
124
23
38.79688
246.40625
3.199707
7.199219
1.099854
136
7.529297
null
null
null
null
null
<2 mo. follow-up
2.725586
1,687
39.896
1
male
0
5
1,001
Cirrhosis
COPD/CHF/Cirrhosis
1
null
null
0
5,221
3,690.5723
null
8
white
17.898438
30
0.897949
0.828979
1
0
0
no
null
null
no dnr
5
93
5.099609
104
28
37.29688
null
1.799805
1
1.299805
136
null
null
null
null
null
null
null
1.863525
1,688
70.83899
1
male
0
10
1,227
COPD
COPD/CHF/Cirrhosis
4
8
null
0
15,529
6,593.3281
null
18
white
23.296875
39
0.791992
0.665894
1
1
0
no
0.8
0.75
no dnr
10
53
4.799805
52
28
36.59375
200
3.599609
0.199982
0.799927
137
7.429688
null
null
null
0
null
SIP>=30
0.4948
1,689
66.61694
1
male
0
24
31
Colon Cancer
Cancer
1
12
null
0
21,410
19,480.0312
null
10.333328
white
17.796875
22
0.803955
0.581909
1
0
0
metastatic
0.5
0.1
dnr after sadm
4
86
2.699707
60
8
36.89844
null
3.399902
0.599976
0.899902
141
null
null
null
null
7
1
<2 mo. follow-up
1
1,690
45.06998
1
female
0
11
256
Lung Cancer
Cancer
1
16
$25-$50k
0
11,897
8,689.2031
null
13.5
white
19.898438
5
0.696899
0.408997
1
0
0
metastatic
0.8
0.5
no dnr
11
81
9.398438
80
20
37.79688
null
2.599609
null
0.899902
136
null
null
null
null
null
2
no(M2 and SIP pres)
2
1,691
54.28299
1
female
0
10
335
ARF/MOSF w/Sepsis
ARF/MOSF
1
10
$25-$50k
0
15,118
6,624.2617
null
22.5
white
37.5
52
0.594971
0.487
1
0
0
no
0.8
0.65
no dnr
10
50
10
155
40
37.29688
95
3
1.799805
0.899902
140
7.289062
null
null
null
null
2
null
2
1,692
68.44897
1
male
1
172
172
ARF/MOSF w/Sepsis
ARF/MOSF
2
16
$11-$25k
0
357,428
306,873.5
null
42
white
29.699219
60
0.606934
0.5
14
0
0
no
0.2
0.09
no dnr
172
107
15.699219
88
18
37.5
188.3125
2.099609
7.799805
7
134
7.40918
null
null
null
null
1
adl>=4 (>=5 if sur)
1
1,693
87.09698
1
female
0
27
71
CHF
COPD/CHF/Cirrhosis
1
null
null
0
42,836
33,844.75
null
21.5
white
18.898438
25
0.800903
0.679932
1
0
0
no
null
null
no dnr
27
104
24.597656
80
34
38
355.0625
null
0.599976
0.899902
130
7.40918
null
null
null
2
2
no(M2 and SIP pres)
2
1,694
90.81195
1
female
0
11
72
CHF
COPD/CHF/Cirrhosis
3
null
under $11k
0
40,846
6,658.1758
null
13
white
17.5
30
0.805908
0.68689
1
1
0
no
0.9
0.5
no dnr
11
111
8.398438
48
16
36.89844
293.3125
3.699707
0.399963
1.699951
138
7.429688
null
null
null
null
0
adl>=4 (>=5 if sur)
0
1,695
46.72699
1
female
0
4
452
Cirrhosis
COPD/CHF/Cirrhosis
3
9
under $11k
0
2,666
2,077.2012
null
11
white
13.699219
11
0.909912
0.8479
1
0
0
no
null
null
no dnr
4
77
9.898438
80
20
37.59375
null
null
1.099854
0.899902
143
null
null
null
null
1
null
no(M2 and SIP pres)
1.1669
1,696
65.20197
1
male
1
14
14
Cirrhosis
COPD/CHF/Cirrhosis
5
14
under $11k
9
14,254
11,676.5625
null
7.666664
white
24.898438
43
0.62793
0.44397
1
0
1
no
null
0.09
dnr after sadm
2
77
13.199219
54
24
35.69531
182.59375
2.299805
3
0.799927
142
7.469727
null
null
null
null
4
<2 mo. follow-up
4
1,697
48.94998
1
male
0
25
161
CHF
COPD/CHF/Cirrhosis
3
12
$25-$50k
0
34,640
29,713.7656
null
24
white
21.699219
34
0.886963
0.81189
1
1
0
no
null
null
no dnr
25
43
6.099609
69
20
36.09375
480
4.599609
0.899902
1.399902
133
7.439453
null
null
null
0
0
no(M2 and SIP pres)
0
1,698
80.70599
0
female
0
7
1,957
ARF/MOSF w/Sepsis
ARF/MOSF
1
12
under $11k
9
9,764
4,184.7578
null
28
white
21.199219
42
0.767944
0.69397
1
0
1
no
0.6
0.5
dnr after sadm
1
78
8.099609
73
28
37.5
204
3.899902
null
2.799805
147
6.959961
null
null
null
null
5
null
5
1,699
60.31497
1
female
0
23
49
CHF
COPD/CHF/Cirrhosis
2
10
under $11k
0
26,095
19,613.9844
null
15
black
11.599609
25
0.93396
0.888916
1
0
0
no
0.7
0.6
no dnr
23
69
8.599609
76
24
36.89844
null
4.099609
1.399902
1.299805
134
null
null
null
null
0
0
<2 mo. follow-up
0
1,700
80.64099
1
female
0
9
56
COPD
COPD/CHF/Cirrhosis
4
null
null
0
8,667
6,495.2734
null
10
white
21.296875
35
0.757935
0.615967
1
0
0
no
0.9
0.8
no dnr
9
93
11.5
84
22
36.69531
191.28125
3.199707
null
1.599854
136
7.369141
null
null
null
null
null
<2 mo. follow-up
4.333008