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
3,601
79.07495
1
female
0
9
989
ARF/MOSF w/Sepsis
ARF/MOSF
1
null
null
0
null
null
null
10.5
black
20.398438
43
0.796997
0.72998
2
0
0
no
null
null
no dnr
9
97
21.699219
75
28
37.19531
240.8125
3.299805
0.599976
9
140
7.399414
null
null
null
null
null
null
2.741211
3,602
72.70398
1
male
0
77
833
ARF/MOSF w/Sepsis
ARF/MOSF
2
12
null
0
108,508.375
77,681.375
null
27
white
34.09375
69
0.511963
0.394958
4
1
0
no
null
null
no dnr
77
81
14.798828
110
32
38
140
1.899902
0.299988
2.899902
128
7.25
null
null
null
null
0
adl>=4 (>=5 if sur)
0
3,603
44.90598
1
male
0
17
338
ARF/MOSF w/Sepsis
ARF/MOSF
2
10
null
0
38,080.625
25,337.0625
null
27
black
32.59375
49
0.747925
0.668945
1
0
0
no
0.9
0.78
no dnr
17
121
14.798828
116
35
36.79688
155
null
1
2.799805
139
7.489258
null
null
null
null
0
no(M2 and SIP pres)
0
3,604
50.75198
1
male
0
40
86
CHF
COPD/CHF/Cirrhosis
3
12
under $11k
0
61,610.688
42,038.8438
null
28.5
black
34.09375
51
0.709961
0.549927
1
0
0
no
null
null
no dnr
40
55
8.398438
138
40
39
330
2.799805
1.5
1.5
129
7.489258
null
null
null
0
0
no(M2 and SIP pres)
0
3,605
83.33997
1
male
0
3
1,443
CHF
COPD/CHF/Cirrhosis
4
16
under $11k
0
1,314.449
1,066.7598
null
16
black
14.199219
17
0.837891
0.733887
1
0
0
yes
0.95
0.75
no dnr
3
93
5.799805
80
20
36.39844
null
null
0.899902
1.199951
141
null
null
null
null
0
null
no(M2 and SIP pres)
0.4948
3,606
56.27399
1
female
1
21
21
COPD
COPD/CHF/Cirrhosis
3
12
under $11k
61
72,193.188
48,118.1875
null
43.333313
black
29.398438
40
0.575928
0.381958
1
0
0
no
0.2
0.15
dnr after sadm
19
110
10
148
8
36.29688
300
null
3.799805
1.799805
130
7.379883
null
null
null
null
6
<2 mo. follow-up
6
3,607
72.56097
0
male
0
11
1,804
CHF
COPD/CHF/Cirrhosis
2
8
under $11k
0
8,884.898
6,848.4844
null
15.5
black
19.199219
31
0.8479
0.750977
1
0
0
no
null
null
no dnr
11
103
4.699219
82
24
37
223.3125
3.199707
null
2
136
7.389648
null
null
null
0
0
SIP>=30
0
3,608
45.14398
0
male
0
113
1,803
ARF/MOSF w/Sepsis
ARF/MOSF
0
7
null
44
116,927.5
88,552.1875
null
27.25
black
23.796875
29
0.712891
0.625977
6
0
0
no
0.85
0.8
no dnr
113
135
24.699219
114
30
38.09375
188.5625
null
null
0.899902
147
7.479492
null
null
null
null
0
adl>=4 (>=5 if sur)
0
3,609
65.65399
1
female
0
5
225
CHF
COPD/CHF/Cirrhosis
3
10
under $11k
0
null
null
null
12
white
13.5
21
0.914917
0.855957
1
0
0
no
0.75
0.422
no dnr
5
69
5.299805
72
20
36.29688
328.5625
3.599609
0.599976
1.099854
141
7.369141
null
null
null
0
null
no(M2 and SIP pres)
0.4948
3,610
28.66299
1
female
1
7
7
MOSF w/Malig
ARF/MOSF
1
null
null
37
44,095.188
29,580.2344
null
49
black
32.695313
77
0.332947
0.217987
2
0
0
yes
0
0
dnr after sadm
7
67
0.399963
144
32
38.89844
226
2.199707
2.399902
1.699951
143
7.399414
null
null
null
null
null
<2 mo. follow-up
2.28125
3,611
69.85596
0
female
0
62
1,801
ARF/MOSF w/Sepsis
ARF/MOSF
0
null
under $11k
0
111,948.75
76,592.375
null
24.5
black
37.09375
57
0.504883
0.387939
1
0
0
no
0.25
0.15
no dnr
62
61
1.399902
130
26
37.79688
144.28125
null
0.399963
1.599854
129
7.449219
null
null
null
null
0
adl>=4 (>=5 if sur)
0
3,612
64.56897
1
female
1
12
12
MOSF w/Malig
ARF/MOSF
1
11
null
44
65,322.344
43,567.9688
null
33
white
30.296875
42
0.223999
0.125977
10
0
0
yes
0.15
0.1
dnr after sadm
6
129
11.298828
118
37
37.79688
380
null
0.799927
3.799805
153
7.329102
null
null
null
null
0
<2 mo. follow-up
0
3,613
69.39398
1
female
1
4
4
ARF/MOSF w/Sepsis
ARF/MOSF
0
8
under $11k
61
null
null
null
40
white
26.796875
43
0.407959
0.28894
7
0
0
no
null
null
dnr after sadm
3
125
17.199219
180
36
38.89844
420
null
null
0.5
133
7.519531
null
null
null
null
2
<2 mo. follow-up
2
3,614
51.61398
0
female
0
8
1,799
Cirrhosis
COPD/CHF/Cirrhosis
2
12
null
0
6,321.5
4,776.6172
null
8
white
26.796875
26
0.728882
0.575928
1
0
0
no
0.9
0.5
no dnr
8
80
5.099609
100
24
36.79688
523.75
null
20.097656
0.799927
133
7.619141
null
null
null
5
5
adl>=4 (>=5 if sur)
5
3,615
69.02899
1
male
0
18
210
MOSF w/Malig
ARF/MOSF
1
10
null
0
50,995.469
35,083.5312
null
21
white
36.59375
68
0.248993
0.145996
13
0
0
yes
0.7
0.4
no dnr
18
70
0.199982
104
42
36.09375
142.5
1.899902
null
1.199951
132
7.55957
null
null
null
null
0
no(M2 and SIP pres)
0
3,616
77.99298
1
female
1
25
25
ARF/MOSF w/Sepsis
ARF/MOSF
0
7
under $11k
0
97,410.875
63,252.7812
null
39
white
38.296875
57
0.311951
0.198975
10
0
0
no
null
null
dnr after sadm
16
59
24.097656
130
12
38.09375
70
2.5
0.899902
3.299805
132
7.419922
null
null
null
null
0
<2 mo. follow-up
0
3,617
28.465
0
female
0
59
1,800
ARF/MOSF w/Sepsis
ARF/MOSF
1
16
$25-$50k
0
175,319.625
116,491.938
null
45.75
white
32.5
64
0.809937
0.746948
1
1
0
no
0.2
0.2
no dnr
59
111
30.199219
150
24
37.79688
112.71875
2.899902
0.299988
5.899414
142
7.40918
null
null
null
null
0
adl>=4 (>=5 if sur)
0
3,618
54.409
1
female
0
6
1,017
Lung Cancer
Cancer
1
null
null
0
5,722.949
4,023.6309
null
16
black
16
20
0.75
0.490967
1
0
0
metastatic
0.7
0.5
no dnr
6
117
8.099609
62
18
36.89844
null
null
0.5
1.5
136
null
null
null
null
null
null
null
2.001953
3,619
72.85095
0
female
0
10
1,798
COPD
COPD/CHF/Cirrhosis
2
12
null
0
8,237.742
5,929.5586
null
13
white
17.796875
15
0.852905
0.757935
1
0
0
no
0.99
0.95
no dnr
10
100
6.699219
100
22
36.59375
285.6875
3.399902
0.399963
0.699951
144
7.449219
null
null
null
0
1
no(M2 and SIP pres)
1
3,620
62.439
1
female
0
7
411
Lung Cancer
Cancer
1
null
null
0
8,158.945
5,384.2227
null
6
black
16.5
20
0.7229
0.447998
1
0
0
metastatic
0.8
0.2
no dnr
7
76
8
100
24
36.29688
271.375
null
0.799927
1.099854
140
7.459961
null
null
null
null
null
null
2.696289
3,621
50.41498
1
male
1
11
11
Lung Cancer
Cancer
1
13
$25-$50k
0
7,345.949
5,915.4453
null
8.5
white
24.199219
18
0.582886
0.262939
1
0
0
metastatic
0.2
0.01
dnr after sadm
7
77
6.5
120
24
36
null
3.099609
0.599976
1
138
null
null
null
null
0
0
<2 mo. follow-up
0
3,622
42.56497
1
female
1
7
7
MOSF w/Malig
ARF/MOSF
2
10
under $11k
0
20,683.688
13,962.1172
null
37
white
29.097656
50
0.540894
0.426941
1
0
0
metastatic
0.15
0.15
dnr after sadm
2
120
29.097656
160
31
38.69531
113.32812
3.699707
null
1.099854
137
7.399414
null
null
null
null
5
<2 mo. follow-up
5
3,623
69.93799
1
male
1
10
10
Coma
Coma
1
8
under $11k
100
26,657.688
18,507.6094
null
33
black
33.796875
44
0.017998
0.007
1
0
0
no
null
null
no dnr
10
69
19.597656
130
22
40
147.5
null
0.5
3.699707
146
7.449219
null
null
null
null
0
<2 mo. follow-up
0
3,624
56.452
1
male
0
9
402
CHF
COPD/CHF/Cirrhosis
3
null
null
0
5,301.496
4,523.5391
null
12.5
black
20.296875
42
0.880981
0.80188
1
1
0
no
null
null
no dnr
9
75
9.398438
72
20
36.29688
271.375
3.799805
0.599976
5.399414
133
7.379883
null
null
null
null
null
null
2.793457
3,625
65.08997
1
male
0
134
585
ARF/MOSF w/Sepsis
ARF/MOSF
1
null
null
44
361,896
240,649.75
null
48.5
white
39.898438
76
0.119995
0.052994
29
0
0
no
0.75
0.422
dnr after sadm
3
120
29.199219
118
36
35.79688
156.65625
2.899902
4.5
5.399414
134
7.359375
null
null
null
null
6
no(M2 and SIP pres)
6
3,626
42.02899
1
male
0
6
186
Lung Cancer
Cancer
3
14
$11-$25k
0
5,846.648
3,857.8223
null
16
white
14.898438
5
0.791992
0.560913
1
0
0
metastatic
0.85
0.5
no dnr
6
80
6.699219
78
16
36
null
null
0.199982
0.799927
139
null
null
null
null
0
null
no(M2 and SIP pres)
0.4948
3,627
21.13599
0
male
0
14
1,796
ARF/MOSF w/Sepsis
ARF/MOSF
1
12
null
0
31,238.188
21,454.6875
null
17.333328
white
24.699219
28
0.883911
0.841919
1
0
0
yes
0.2
0.2
no dnr
14
135
2.899902
62
32
37.79688
384
null
2.599609
0.599976
136
7.479492
null
null
null
0
0
no(M2 and SIP pres)
0
3,628
70.88599
0
male
0
35
1,796
ARF/MOSF w/Sepsis
ARF/MOSF
0
12
under $11k
26
68,258
48,212.6875
null
26.5
white
28.898438
47
0.595947
0.487976
1
0
0
no
0.7
0.7
no dnr
35
55
11.398438
56
10
35.5
134
1.199951
0.5
1.299805
142
7.449219
null
null
null
null
5
SIP>=30
5
3,629
63.28799
1
female
1
22
22
ARF/MOSF w/Sepsis
ARF/MOSF
0
10
null
0
88,884
58,544.5312
null
42
white
39.796875
67
0.473999
0.35498
1
0
0
no
0.1
0.001
dnr after sadm
17
57
19
134
30
38.19531
88
null
0.899902
4.5
133
7.389648
null
null
null
null
0
<2 mo. follow-up
0
3,630
70.81494
1
female
1
17
17
Coma
Coma
1
2
under $11k
44
42,977.75
30,679.125
null
32
black
26.296875
36
0.365967
0.291992
1
0
0
no
0.2
0.1
dnr after sadm
15
55
19.097656
64
8
36.59375
383.3125
null
null
2.399902
150
7.429688
null
null
null
null
1
<2 mo. follow-up
1
3,631
67.66895
1
male
1
10
10
Coma
Coma
0
4
under $11k
37
39,055.375
26,184.4531
null
50
white
45.296875
100
0.021
0.008999
1
0
0
no
0.1
0.001
dnr after sadm
3
40
27.597656
150
30
40.19531
228
null
3.099609
9.798828
131
7.30957
null
null
null
null
0
<2 mo. follow-up
0
3,632
47.03897
0
male
0
5
1,794
Cirrhosis
COPD/CHF/Cirrhosis
2
7
under $11k
0
3,280.449
2,724.5938
null
15
white
21.699219
28
0.832886
0.727905
1
0
0
no
0.9
0.8
no dnr
5
92
8
100
24
36.5
null
1.799805
2.599609
0.699951
130
null
null
null
null
1
null
null
1.1669
3,633
77.18799
0
male
0
15
1,794
COPD
COPD/CHF/Cirrhosis
3
2
null
0
25,724.891
17,758.4375
null
24.333328
other
21.597656
35
0.775879
0.642944
1
0
0
no
null
null
no dnr
15
70
7.699219
142
8
38.09375
194.28125
3.299805
1.099854
1.199951
144
7.399414
null
null
null
null
null
null
2.947266
3,634
49.23798
0
female
0
5
1,785
Cirrhosis
COPD/CHF/Cirrhosis
1
8
$11-$25k
0
5,958.297
4,430.75
null
11
white
23.898438
34
0.791992
0.665894
1
0
0
no
0.9
0.8
no dnr
5
60
4
72
20
35.5
500
2.799805
8
0.899902
133
7.449219
null
null
null
4
0
no(M2 and SIP pres)
0
3,635
62.68597
1
male
0
6
1,178
Colon Cancer
Cancer
1
16
$25-$50k
0
5,468.949
3,953.1797
null
9
white
20.699219
20
0.765991
0.516968
1
0
0
metastatic
0.9
0.5
no dnr
6
107
5.599609
120
24
35.59375
null
null
0.599976
1.099854
141
null
null
null
null
0
0
no(M2 and SIP pres)
0
3,636
68.03296
0
male
0
7
1,785
COPD
COPD/CHF/Cirrhosis
2
null
null
0
11,001.445
7,942.6523
null
11.5
black
18.898438
27
0.861938
0.771973
1
0
0
no
0.8
0.8
no dnr
7
127
16.898438
68
26
35.79688
284
null
0.399963
1.199951
141
7.419922
null
null
null
null
null
null
2.250488
3,637
89.76294
1
male
1
22
22
ARF/MOSF w/Sepsis
ARF/MOSF
0
0
under $11k
0
63,745.625
44,125.3438
null
41
black
28.898438
62
0.601929
0.494995
1
0
0
no
0.4
0.4
dnr after sadm
19
62
7.699219
58
4
35.29688
438.0625
2.399902
null
4.099609
136
7.369141
null
null
null
null
0
<2 mo. follow-up
0
3,638
54.30798
1
female
1
4
4
ARF/MOSF w/Sepsis
ARF/MOSF
2
13
$25-$50k
0
22,134.484
15,105.8516
null
39
white
27.199219
45
0.764893
0.689941
4
1
0
no
0.05
0.000125
dnr after sadm
3
68
18.5
122
8
38.09375
188
2.099609
2.199707
0.799927
160
7.509766
null
null
null
null
0
<2 mo. follow-up
0
3,639
48.586
0
male
0
45
1,784
ARF/MOSF w/Sepsis
ARF/MOSF
0
6
$11-$25k
0
132,172.5
88,508.3125
null
37.75
white
28
30
0.805908
0.740967
1
0
0
no
0.4
0.3
no dnr
45
103
23.097656
132
28
39.39844
192.5
null
2.699707
1.199951
149
7.439453
null
null
null
null
0
adl>=4 (>=5 if sur)
0
3,640
64.28198
1
male
0
11
809
CHF
COPD/CHF/Cirrhosis
5
8
$25-$50k
0
6,832.246
5,436.1875
null
3.5
white
13.699219
27
0.915894
0.858887
1
1
0
no
0.9
0.8
no dnr
11
97
6
76
28
36.29688
495.1875
4.399414
0.699951
2
139
7.429688
null
null
null
0
0
no(M2 and SIP pres)
0
3,641
65.40997
1
male
0
5
67
Lung Cancer
Cancer
1
6
null
0
5,862.547
4,109.2969
null
11
white
14.5
9
0.753906
0.496948
1
0
0
metastatic
0.9
0.8
no dnr
5
119
5.099609
72
20
36.89844
null
3.399902
0.599976
0.899902
141
null
null
null
null
0
null
null
0.4948
3,642
68.159
1
male
1
8
8
CHF
COPD/CHF/Cirrhosis
3
12
null
0
4,788.25
3,870.5644
null
8.5
white
19.699219
30
0.85498
0.761963
1
0
0
no
null
null
no dnr
8
72
7.099609
84
24
35.89844
null
null
null
1.799805
133
null
null
null
null
2
1
<2 mo. follow-up
1
3,643
76.28198
1
male
0
8
24
Lung Cancer
Cancer
1
null
null
0
3,523.699
3,085.0391
null
3.5
black
17.597656
22
0.666992
0.366943
1
0
0
metastatic
0.5
0.1
no dnr
8
107
7.599609
68
16
35.19531
null
null
null
1
137
null
null
null
null
null
null
<2 mo. follow-up
3.051758
3,644
24.54999
1
male
1
6
6
MOSF w/Malig
ARF/MOSF
1
null
null
37
39,816.438
25,422.2656
null
43
white
31.097656
71
0.326965
0.211975
7
0
0
yes
0
0
no dnr
6
130
0.099991
150
55
37.89844
381
2.699707
0.5
1.099854
137
7.369141
null
null
null
null
null
<2 mo. follow-up
2.190918
3,645
68.40198
0
female
0
36
1,778
CHF
COPD/CHF/Cirrhosis
0
12
under $11k
0
85,186.938
52,831.0312
null
15.25
white
14.599609
13
0.901978
0.834961
1
0
0
no
null
null
no dnr
36
93
6.599609
80
20
36.39844
null
null
0.599976
1.099854
134
null
null
null
null
0
0
null
0
3,646
65.45898
1
male
0
8
33
Cirrhosis
COPD/CHF/Cirrhosis
2
null
null
0
8,641.648
6,417.7227
null
9.5
white
32.695313
59
0.460999
0.258972
1
0
0
no
0.2
0.1
no dnr
8
73
8.099609
100
24
38.5
null
2.199707
10.298828
3.199707
126
null
null
null
null
4
null
<2 mo. follow-up
3.183199
3,647
67.10699
1
female
0
16
87
Lung Cancer
Cancer
1
9
null
9
16,886.344
12,085.1406
null
13
white
24.199219
26
0.487976
0.168976
1
0
0
metastatic
0.7
0.2
dnr after sadm
5
103
6.5
92
24
38.09375
137.5
null
null
0.599976
129
7.539062
null
null
null
5
1
adl>=4 (>=5 if sur)
1
3,648
56.08798
0
male
0
7
1,777
Cirrhosis
COPD/CHF/Cirrhosis
1
9
$25-$50k
0
3,525.949
3,032.9102
null
4.5
white
17.296875
17
0.845947
0.745972
1
0
0
no
0.7
0.5
no dnr
7
83
3.199707
80
20
36.5
null
3
3.5
0.899902
134
null
null
null
null
1
0
no(M2 and SIP pres)
0
3,649
32.73898
0
male
0
45
1,777
ARF/MOSF w/Sepsis
ARF/MOSF
0
16
>$50k
61
164,466.375
108,297.125
null
45.75
white
39.898438
50
0.31897
0.204987
3
0
0
no
0.25
0.25
no dnr
45
49
15.798828
148
15
39.29688
113.32812
null
3.799805
1.199951
132
7.459961
null
null
null
null
1
null
1
3,650
69.09796
1
male
1
16
16
COPD
COPD/CHF/Cirrhosis
3
11
$11-$25k
0
109,626.688
73,472.5
null
52.333313
white
46.695313
63
0.115997
0.022999
46
0
0
no
0.1
0.001
no dnr
16
43
25.5
175
23
38.39844
160.84375
2.899902
null
1.199951
141
7.399414
null
null
null
null
6
<2 mo. follow-up
6
3,651
65.27594
1
female
0
7
852
Colon Cancer
Cancer
1
14
$25-$50k
0
6,469.598
4,429.7188
null
8.5
white
18.097656
13
0.800903
0.577881
1
0
0
metastatic
1
1
no dnr
7
100
6.099609
76
16
36
null
3.299805
0.399963
0.699951
142
null
null
null
null
1
null
no(M2 and SIP pres)
1.1669
3,652
67.77295
1
male
0
5
541
COPD
COPD/CHF/Cirrhosis
2
12
$11-$25k
0
3,056.35
2,487.2656
null
7
white
20.097656
16
0.849976
0.753906
1
0
0
no
0.8
0.8
no dnr
5
73
18.5
100
16
35.69531
340
null
null
1.099854
139
7.329102
null
null
null
3
0
no(M2 and SIP pres)
0
3,653
77.80194
1
male
0
5
16
Lung Cancer
Cancer
1
9
under $11k
0
2,793.549
2,199.8731
null
4
white
42.898438
28
0.040993
0
1
0
0
metastatic
0.25
0.05
dnr after sadm
1
110
null
84
20
36.09375
null
1
null
null
140
null
null
null
null
null
0
<2 mo. follow-up
0
3,654
35.84399
0
female
0
48
1,775
Coma
Coma
0
17
>$50k
44
82,952.688
57,020.7188
null
23.75
white
19.5
16
0.807983
0.769897
1
0
0
no
0.6
0.6
no dnr
48
75
18.398438
130
7
38
396
null
0.5
0.899902
137
7.479492
null
null
null
null
0
SIP>=30
0
3,655
77.93799
1
male
1
9
9
CHF
COPD/CHF/Cirrhosis
5
11
$25-$50k
0
6,770.699
5,212.8438
null
11.5
white
27.699219
51
0.690918
0.525879
1
0
0
no
0.2
0.2
dnr after sadm
6
73
4.799805
156
28
35.89844
null
3.299805
1.599854
1.799805
145
null
null
null
null
null
7
<2 mo. follow-up
7
3,656
56.51199
1
male
0
13
19
Colon Cancer
Cancer
1
12
$25-$50k
0
11,222.547
8,539.25
null
10.5
white
28.5
29
0.62793
0.314941
1
0
0
metastatic
0.9
0.5
no dnr
13
89
8.798828
98
20
35.19531
null
3.199707
0.599976
3.199707
138
null
null
null
null
0
0
<2 mo. follow-up
0
3,657
66.91595
1
male
0
5
388
Lung Cancer
Cancer
1
16
$25-$50k
0
5,290.047
3,335.4199
null
15
white
9.898438
11
0.820923
0.613892
1
0
0
metastatic
0.9
0.7
no dnr
5
80
7.799805
76
20
36.69531
null
3.799805
0.299988
1.199951
143
null
null
null
null
0
0
no(M2 and SIP pres)
0
3,658
58.94299
1
female
0
6
215
CHF
COPD/CHF/Cirrhosis
0
10
under $11k
0
6,483.449
5,730.9727
null
16
white
15.099609
14
0.915894
0.858887
1
0
0
no
0.8
0.6
no dnr
6
65
9.898438
80
20
36.29688
323.75
null
null
1.199951
140
7.439453
null
null
null
0
0
no(M2 and SIP pres)
0
3,659
68.16394
1
male
1
3
3
Lung Cancer
Cancer
1
null
null
0
6,288.598
4,459.4961
null
20
black
32.898438
36
0.27594
0.040993
1
0
0
metastatic
0.3
0.1
no dnr
3
157
4.299805
20
48
35.79688
308.5625
2.899902
0.299988
0.799927
137
7.469727
null
null
null
null
null
<2 mo. follow-up
2.474609
3,660
63.41998
1
female
0
11
266
CHF
COPD/CHF/Cirrhosis
3
10
null
0
17,999.094
12,834.7578
null
19.5
black
21.898438
33
0.845947
0.746948
1
0
0
no
0.7
0.5
no dnr
11
70
4.099609
44
22
36.09375
264
null
0.5
1.899902
137
7.549805
null
null
null
3
4
no(M2 and SIP pres)
4
3,661
81.31696
1
male
0
8
49
CHF
COPD/CHF/Cirrhosis
4
8
null
0
4,875.238
3,819.4688
null
7
black
23.699219
34
0.75
0.605957
1
0
0
no
0.75
0.5
no dnr
8
63
3.399902
66
16
36.09375
null
3.299805
0.199982
4.799805
147
null
null
null
null
0
0
<2 mo. follow-up
0
3,662
69.17694
1
male
1
129
129
COPD
COPD/CHF/Cirrhosis
1
15
>$50k
0
398,248
272,052.25
null
46
white
32.398438
46
0.521973
0.32196
21
0
0
no
0.8
0.75
dnr after sadm
126
63
13.699219
110
32
36.59375
97
null
0.699951
1.299805
129
7.25
null
null
null
null
0
adl>=4 (>=5 if sur)
0
3,663
64.99695
0
male
0
7
1,770
CHF
COPD/CHF/Cirrhosis
2
10
$11-$25k
0
7,358.797
5,338.8594
null
3.5
white
16
24
0.897949
0.829956
1
0
0
no
null
null
no dnr
7
100
6.099609
78
20
36.39844
null
null
null
1.5
144
null
null
null
null
0
0
no(M2 and SIP pres)
0
3,664
25.62099
1
female
0
30
45
ARF/MOSF w/Sepsis
ARF/MOSF
2
12
$11-$25k
0
434,315.75
289,424
null
34.25
black
39.398438
42
0.595947
0.487976
73
0
0
no
0.1
0.001
no dnr
30
139
16
138
28
36.29688
91.65625
2.699707
7.799805
1
150
7.419922
null
null
null
null
0
<2 mo. follow-up
0
3,665
42.20398
0
male
0
10
1,768
Cirrhosis
COPD/CHF/Cirrhosis
1
16
>$50k
0
8,795.25
6,635.2422
null
11
white
28.097656
31
0.765991
0.628906
1
0
0
no
0.8
0.6
no dnr
10
97
5.399414
72
28
38.59375
null
2.299805
5.899414
0.799927
120
null
null
null
null
0
0
no(M2 and SIP pres)
0
3,666
52.375
1
female
0
15
185
ARF/MOSF w/Sepsis
ARF/MOSF
0
13
under $11k
0
20,454.188
15,171.6953
null
9.333328
black
16.796875
28
0.903931
0.868896
2
0
0
no
0.8
0.8
no dnr
15
101
16.796875
80
24
38.09375
270
1.899902
2.699707
0.699951
138
7.40918
null
null
null
4
4
no(M2 and SIP pres)
4
3,667
57.86398
0
male
0
38
1,767
ARF/MOSF w/Sepsis
ARF/MOSF
1
12
$25-$50k
44
96,380.75
65,349.2812
null
32.25
white
28.097656
44
0.613892
0.508911
1
0
0
no
0.5
0.4
no dnr
38
75
14.199219
62
42
36.39844
96.65625
1.199951
0.199982
0.799927
146
7.459961
null
null
null
null
1
SIP>=30
1
3,668
55.086
1
male
0
8
231
Lung Cancer
Cancer
1
16
>$50k
0
5,840.5
4,412.2109
null
9.5
white
17.097656
10
0.727905
0.455994
1
0
0
metastatic
0.9
0.6
no dnr
8
80
2.299805
78
20
37.69531
null
3.199707
1
0.899902
140
null
null
null
null
0
0
no(M2 and SIP pres)
0
3,669
68.22699
1
female
0
32
661
ARF/MOSF w/Sepsis
ARF/MOSF
0
11
under $11k
0
112,743.062
74,369.5625
null
32
white
24.296875
41
0.741943
0.660889
7
0
0
no
0.8
0.8
no dnr
32
134
10.199219
110
40
38.09375
183.3125
4.099609
0.799927
0.699951
145
7.479492
null
null
null
null
0
adl>=4 (>=5 if sur)
0
3,670
71.61694
1
male
0
52
440
ARF/MOSF w/Sepsis
ARF/MOSF
4
16
null
0
153,677
106,389.438
null
22.5
white
25.597656
28
0.689941
0.5979
11
0
0
no
0.9
0.6
no dnr
52
110
35.398438
130
7
36.39844
306.625
null
null
1.899902
139
7.349609
null
null
null
null
null
adl>=4 (>=5 if sur)
2.672852
3,671
54.44199
1
male
1
4
4
ARF/MOSF w/Sepsis
ARF/MOSF
1
null
null
0
19,789.594
13,315.1406
null
13
white
40
65
0.259949
0.153992
8
0
0
metastatic
0.5
0.15
dnr after sadm
4
126
26.699219
176
44
38.09375
124
null
5.399414
0.699951
126
7.519531
null
null
null
null
null
<2 mo. follow-up
2.606934
3,672
68.59399
1
female
1
18
18
CHF
COPD/CHF/Cirrhosis
5
6
null
0
58,190.719
38,401.9062
null
35.666657
black
33.195313
38
0.625
0.439941
1
1
0
no
0.5
0.25
dnr after sadm
17
61
19.796875
108
27
35.59375
404
null
null
1.899902
124
7.5
null
null
null
1
0
<2 mo. follow-up
0
3,673
69.72998
1
female
0
5
1,034
CHF
COPD/CHF/Cirrhosis
3
6
null
0
3,366.648
2,877.0449
null
9
white
26.796875
24
0.750977
0.606934
1
0
0
no
0.9
0.8
no dnr
5
69
5.699219
66
16
36.89844
null
2.699707
3.399902
0.799927
127
null
null
null
null
1
0
SIP>=30
0
3,674
41.40698
1
male
0
44
209
Coma
Coma
0
16
$25-$50k
94
154,288.875
104,675.625
null
33.25
black
37.796875
67
0.102997
0.061996
1
0
0
no
0.5
0.5
no dnr
44
65
15.898438
180
20
38.29688
133.3125
2.599609
5.599609
4.5
151
7.439453
null
null
null
null
0
adl>=4 (>=5 if sur)
0
3,675
63.87097
1
female
0
23
229
ARF/MOSF w/Sepsis
ARF/MOSF
1
16
$11-$25k
0
48,938.531
34,675.1875
null
31.333328
white
38.5
78
0.507935
0.390991
1
0
0
no
null
null
no dnr
23
107
9.099609
162
28
35
309.5
null
13.199219
5.199219
138
7.40918
null
null
null
null
4
no(M2 and SIP pres)
4
3,676
46.72998
1
male
0
6
134
Colon Cancer
Cancer
1
12
$25-$50k
0
6,932.848
4,561.1914
null
10
white
15.5
11
0.863892
0.696899
1
0
0
metastatic
0.9
0.3
no dnr
6
107
7.5
96
20
37.29688
null
null
0.899902
1.099854
134
null
null
null
null
0
0
no(M2 and SIP pres)
0
3,677
45.36899
1
female
0
9
60
Lung Cancer
Cancer
1
12
$25-$50k
0
6,296.898
4,840.4023
null
7.5
white
31.398438
22
0.397949
0.10199
1
0
0
metastatic
0.7
0.5
no dnr
9
70
10.599609
110
24
38.09375
null
2.199707
0.399963
1
136
null
null
null
null
3
null
null
2.511099
3,678
61.42398
1
male
1
19
19
ARF/MOSF w/Sepsis
ARF/MOSF
1
12
$25-$50k
0
85,084.125
55,237.1562
null
39.666657
white
29.699219
43
0.695923
0.60498
3
0
0
no
0.2
0.1
dnr after sadm
6
61
10
126
32
38.79688
127.14062
null
1.599854
1.199951
131
7.359375
null
null
null
null
0
<2 mo. follow-up
0
3,679
51.56699
1
male
1
4
4
Coma
Coma
1
null
null
94
22,312.328
15,496.0078
null
32
white
20.597656
21
0.286987
0.21698
9
0
0
yes
null
null
dnr after sadm
3
119
18.199219
132
12
39.29688
228
3
0.5
0.899902
138
7.40918
null
null
null
null
null
<2 mo. follow-up
2.317871
3,680
43.625
0
female
0
134
1,759
ARF/MOSF w/Sepsis
ARF/MOSF
0
13
$25-$50k
0
401,867
269,131.25
null
42.5
white
26.097656
46
0.81897
0.758911
4
0
0
no
0.9
0.9
no dnr
134
135
21.398438
130
26
37.59375
250
null
0.799927
9
143
7.449219
null
null
null
7
6
adl>=4 (>=5 if sur)
6
3,681
38.67999
1
male
1
8
8
Coma
Coma
2
null
null
100
71,634.188
46,963.0625
null
43
white
26.296875
50
0.312988
0.240997
8
1
0
no
0.1
0.001
dnr after sadm
8
136
25
108
8
36
330
1.899902
null
8
145
7.449219
null
null
null
null
null
<2 mo. follow-up
2.788574
3,682
66.84497
1
male
1
6
6
ARF/MOSF w/Sepsis
ARF/MOSF
4
null
null
37
77,906.438
52,351.8438
null
41
white
38
62
0.118988
0.051994
25
1
0
yes
0.1
0.001
dnr after sadm
5
105
24.699219
118
25
36.5
370
3
8.199219
2.799805
129
7.479492
null
null
null
null
null
<2 mo. follow-up
3.1875
3,683
58.56497
1
male
0
14
437
ARF/MOSF w/Sepsis
ARF/MOSF
3
9
under $11k
0
18,640.047
13,730.0547
null
15.666664
black
27.296875
38
0.780884
0.708984
1
1
0
no
0.8
0.6
no dnr
14
78
24.898438
62
10
35.09375
217.125
null
1.399902
2.299805
134
7.389648
null
null
null
2
null
null
1.839
3,684
59.42798
0
female
0
88
1,757
ARF/MOSF w/Sepsis
ARF/MOSF
1
9
$11-$25k
0
284,272
195,666.125
null
32
white
24.199219
46
0.767944
0.692993
12
0
0
no
0.6
0.5
no dnr
88
59
24.199219
122
40
38.59375
263.3125
null
1.399902
1.199951
145
7.349609
null
null
null
null
1
adl>=4 (>=5 if sur)
1
3,685
35.62198
0
female
0
67
1,757
ARF/MOSF w/Sepsis
ARF/MOSF
1
12
null
100
200,353.75
132,550.25
null
46.25
white
29.097656
36
0.434998
0.314941
2
0
0
no
0.1
0.001
no dnr
67
131
14.599609
108
12
39.19531
240
null
12.099609
0.899902
156
7.5
null
null
null
null
4
adl>=4 (>=5 if sur)
4
3,686
66.94299
1
male
0
24
59
Lung Cancer
Cancer
1
null
null
0
25,465.234
18,399.7969
null
15
white
20.296875
20
0.630981
0.31897
1
0
0
metastatic
0.8
0.5
no dnr
24
85
6.199219
116
24
35.69531
null
null
0.599976
1.199951
141
null
null
null
null
null
0
<2 mo. follow-up
0
3,687
54.995
1
male
0
19
29
CHF
COPD/CHF/Cirrhosis
3
13
$25-$50k
0
22,609.641
16,044.7812
null
16.666656
white
23.5
36
0.852905
0.757935
1
0
0
no
0.7
0.2
no dnr
19
57
8.398438
65
16
35.29688
null
null
null
2
136
null
null
null
null
1
1
<2 mo. follow-up
1
3,688
60.51199
1
female
0
5
369
Lung Cancer
Cancer
1
12
$11-$25k
0
5,159.949
3,466.8379
null
11
white
18.898438
16
0.679932
0.383972
1
0
0
metastatic
1
0.8
no dnr
5
73
6.699219
110
16
36.89844
null
null
0.399963
0.599976
137
null
null
null
null
1
4
no(M2 and SIP pres)
4
3,689
57.84299
1
female
0
23
69
Cirrhosis
COPD/CHF/Cirrhosis
1
12
$25-$50k
0
23,635.938
17,293.25
null
14.666664
white
26.398438
42
0.690918
0.524902
1
0
0
no
null
null
no dnr
23
77
12.5
80
18
36.19531
442.8125
2.599609
4.799805
4.099609
138
7.379883
null
null
null
2
0
null
0
3,690
41.42899
0
male
0
6
1,754
ARF/MOSF w/Sepsis
ARF/MOSF
1
11
$11-$25k
0
12,460.844
8,586.1641
null
8
black
20.597656
31
0.888916
0.849976
3
0
0
no
0.9
0.9
no dnr
6
107
5.699219
108
22
37.69531
390.4375
3.399902
0.899902
12.398438
144
7.319336
null
null
null
2
0
no(M2 and SIP pres)
0
3,691
60.06
1
male
1
5
5
ARF/MOSF w/Sepsis
ARF/MOSF
0
9
$25-$50k
94
29,518.891
20,163.7969
null
44
white
43
74
0.011
0.002
8
0
0
no
0.05
0.000125
dnr after sadm
4
61
31.5
126
30
38
137.75
null
19.5
4.599609
145
7.539062
null
null
null
null
0
<2 mo. follow-up
0
3,692
73.19397
0
male
0
25
1,754
ARF/MOSF w/Sepsis
ARF/MOSF
0
12
under $11k
0
60,910.531
42,843.3125
null
18.75
white
24.199219
19
0.703979
0.613892
15
0
0
no
0.4
0.6
no dnr
25
80
13.699219
114
24
36
200
null
null
1.299805
136
7.459961
null
null
null
null
0
SIP>=30
0
3,693
53.63998
1
male
1
8
8
Lung Cancer
Cancer
1
14
$25-$50k
0
6,536.648
4,897.7344
null
11.5
black
31.398438
25
0.369995
0.084991
1
0
0
metastatic
0.5
0.3
dnr after sadm
8
83
10.798828
120
28
36.29688
280.9375
2.799805
0.699951
1
132
7.389648
null
null
null
3
null
<2 mo. follow-up
2.511099
3,694
74.68298
1
female
1
4
4
Coma
Coma
1
6
under $11k
55
11,897.195
8,313.8281
null
24
black
43.5
73
0
0
4
0
0
metastatic
null
null
dnr after sadm
2
131
18.199219
116
36
36
304
null
23.597656
2.099609
125
7.40918
null
null
null
null
1
<2 mo. follow-up
1
3,695
73.862
0
female
0
14
1,750
ARF/MOSF w/Sepsis
ARF/MOSF
0
12
$11-$25k
0
37,997.719
25,638.7812
null
13.333328
white
19
19
0.80896
0.744995
6
0
0
no
0.8
0.6
no dnr
14
123
9.798828
82
20
36.09375
176.65625
null
null
1
136
7.479492
null
null
null
null
0
no(M2 and SIP pres)
0
3,696
72.12299
1
male
1
19
19
Coma
Coma
2
12
under $11k
0
70,576.5
47,851.1562
null
34.333313
black
24.199219
47
0.557983
0.48999
6
1
0
no
0.1
0.001
dnr after sadm
11
109
15.398438
82
75
39.09375
185
2.199707
0.699951
1.799805
145
7.449219
null
null
null
null
0
<2 mo. follow-up
0
3,697
58.52197
1
male
0
12
570
CHF
COPD/CHF/Cirrhosis
4
12
$25-$50k
0
21,888.344
14,721.5156
null
19.5
white
22.199219
30
0.856934
0.763916
1
1
0
no
0.7
0.5
no dnr
12
67
8.298828
118
26
36.19531
null
null
0.699951
1.399902
135
null
null
null
null
0
0
no(M2 and SIP pres)
0
3,698
60.84598
1
male
0
18
644
Cirrhosis
COPD/CHF/Cirrhosis
4
16
>$50k
9
14,564.594
11,304.0547
null
7.333332
white
24.398438
32
0.67688
0.505981
1
1
0
no
0.99
0.97
no dnr
18
80
6.899414
106
24
39.09375
347.5625
1.899902
3.899902
0.799927
127
7.479492
null
null
null
null
0
no(M2 and SIP pres)
0
3,699
59.85498
0
male
0
36
1,747
ARF/MOSF w/Sepsis
ARF/MOSF
1
null
null
26
53,360.844
37,548.1562
null
17.5
black
25.699219
31
0.681885
0.587891
4
0
0
no
1
0.95
no dnr
36
101
20.296875
110
12
36.19531
322.1875
2.5
null
1.699951
146
7.429688
null
null
null
null
null
no(M2 and SIP pres)
3.025391
3,700
67.047
0
female
0
17
1,746
ARF/MOSF w/Sepsis
ARF/MOSF
0
13
$11-$25k
0
21,429.297
15,346.4453
null
12.333328
white
25
9
0.758911
0.682983
3
0
0
no
0.8
0.7
no dnr
17
118
11.699219
84
24
36.19531
215
null
null
0.5
127
7.459961
null
null
null
0
0
no(M2 and SIP pres)
0