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
3,301
66.53796
1
male
0
33
43
CHF
COPD/CHF/Cirrhosis
3
null
null
0
15,308.594
13,682.9844
null
8.25
white
28.296875
46
0.73999
0.590942
1
0
0
no
0.95
0.5
no dnr
33
59
8.5
54
20
35.29688
null
null
null
2.899902
131
null
null
null
null
null
null
<2 mo. follow-up
3.023926
3,302
52.392
1
male
0
4
1,638
CHF
COPD/CHF/Cirrhosis
3
11
under $11k
0
2,009.25
1,732.7705
null
5
black
25.796875
30
0.834961
0.72998
1
0
0
no
null
null
no dnr
4
110
6.299805
70
18
36
404.75
2.899902
1.099854
4.699219
140
7.479492
null
null
null
0
null
no(M2 and SIP pres)
0.4948
3,303
70.14899
1
male
0
77
88
MOSF w/Malig
ARF/MOSF
1
8
null
9
85,999.312
64,279.6875
null
22.5
white
19.097656
20
0.601929
0.494995
20
0
0
metastatic
0.5
0.3
dnr after sadm
1
94
6.299805
112
16
37.09375
226.90625
2.5
1.5
0.899902
139
7.40918
null
null
null
null
4
SIP>=30
4
3,304
61.64297
1
male
0
28
78
ARF/MOSF w/Sepsis
ARF/MOSF
2
null
null
9
69,951.25
47,864.1562
null
26
white
24
19
0.756958
0.679932
5
0
0
no
0.2
0.1
dnr after sadm
11
111
1.199951
82
11
37.69531
226.65625
null
1.299805
0.799927
131
7.429688
null
null
null
null
null
null
2.285645
3,305
65.396
1
male
1
15
15
Coma
Coma
1
null
null
100
26,288.375
18,995.1875
null
19.333328
black
27.898438
46
0.112991
0.069992
1
0
0
no
0
0
dnr after sadm
4
80
30.296875
130
32
37.89844
240
2.799805
null
2.199707
133
7.419922
null
null
null
null
null
<2 mo. follow-up
2.63916
3,306
64.17499
1
female
0
3
71
Lung Cancer
Cancer
1
8
under $11k
0
2,555.35
1,988.8213
null
5
black
16.699219
16
0.715942
0.436951
1
0
0
metastatic
0.5
0.2
no dnr
3
79
10.199219
100
20
36.79688
null
null
0.199982
0.799927
137
null
null
null
null
1
3
adl>=4 (>=5 if sur)
3
3,307
77.77399
0
male
0
25
1,988
ARF/MOSF w/Sepsis
ARF/MOSF
0
null
null
0
null
null
null
20
white
15.298828
12
0.825928
0.767944
19
0
0
no
null
null
no dnr
25
106
11.298828
68
11
38.59375
350
null
1.399902
1
138
7.5
null
null
null
null
null
null
1.827393
3,308
64.70398
1
female
1
35
35
ARF/MOSF w/Sepsis
ARF/MOSF
1
8
under $11k
9
146,233.75
97,332.125
null
44.25
white
25.597656
12
0.690918
0.598999
11
0
0
no
0.2
0.2
dnr after sadm
34
87
15.898438
94
14
37.5
165
null
null
0.599976
129
7.459961
null
null
null
null
5
<2 mo. follow-up
5
3,309
51.362
1
male
1
5
5
ARF/MOSF w/Sepsis
ARF/MOSF
0
null
null
44
18,635
13,307.5312
null
55
black
17.398438
15
0.834961
0.778931
1
0
0
no
0.1
0.001
no dnr
5
117
8.599609
110
11
38.69531
400
null
null
0.699951
140
7.509766
null
null
null
null
null
<2 mo. follow-up
2.084473
3,310
78.66699
1
female
0
12
334
Lung Cancer
Cancer
4
8
under $11k
0
10,843.562
7,996.9375
null
9
white
19.5
28
0.615967
0.301941
1
0
0
metastatic
0.7
0.5
no dnr
12
93
4.699219
112
20
37
233.3125
null
null
0.599976
141
7.429688
null
null
null
3
7
adl>=4 (>=5 if sur)
7
3,311
65.53595
1
male
0
7
88
Lung Cancer
Cancer
1
null
null
0
5,538.25
4,378.1055
null
3
white
21.199219
11
0.613892
0.29895
1
0
0
metastatic
0.5
0.2
no dnr
7
93
9.798828
86
20
38.69531
342.8125
2.799805
0.299988
0.799927
138
7.489258
null
null
null
null
null
null
2.887695
3,312
62.37399
1
female
0
17
211
Colon Cancer
Cancer
1
null
null
0
23,129.641
15,278.625
null
9
white
17.597656
11
0.813965
0.599976
1
0
0
metastatic
0.9
0.5
no dnr
17
70
8
68
20
37.19531
null
3.199707
1
0.799927
140
null
null
null
null
null
null
null
2.299316
3,313
54.168
1
male
0
5
174
ARF/MOSF w/Sepsis
ARF/MOSF
4
8
under $11k
9
9,294.195
6,839.5078
null
22
white
26.5
39
0.784912
0.714966
1
1
0
no
null
null
no dnr
5
87
15.599609
90
26
35
336.625
null
null
9.099609
135
7.419922
null
null
null
null
0
no(M2 and SIP pres)
0
3,314
74.84198
1
female
1
18
18
ARF/MOSF w/Sepsis
ARF/MOSF
2
8
under $11k
0
72,912.25
47,838.625
null
42.333313
white
28.296875
52
0.692993
0.600952
1
0
0
no
0.7
0.5
dnr after sadm
11
85
14.199219
60
26
36.59375
157.5
1.699951
0.899902
2.899902
138
7.439453
null
null
null
null
7
<2 mo. follow-up
7
3,315
52.047
1
male
1
6
6
CHF
COPD/CHF/Cirrhosis
3
null
null
0
4,845.676
3,496.2949
null
11
white
23.097656
22
0.866943
0.778931
1
0
0
no
0.25
0
no dnr
6
88
null
100
32
35.29688
197.5
3.699707
1.699951
1
133
7.449219
null
null
null
null
null
<2 mo. follow-up
2.243164
3,316
57.34198
1
male
0
6
1,116
Colon Cancer
Cancer
2
12
$25-$50k
0
5,654.199
3,763.8496
null
15
white
12.599609
22
0.87793
0.724976
1
1
0
metastatic
0.9
0.8
no dnr
6
129
2.899902
95
20
36.5
null
3.699707
0.399963
1.099854
139
null
null
null
null
1
0
no(M2 and SIP pres)
0
3,317
67.92096
1
male
0
20
113
CHF
COPD/CHF/Cirrhosis
3
11
$11-$25k
0
23,931.641
17,996.2188
null
11
white
14
19
0.879883
0.799927
9
1
0
no
0.75
0.5
no dnr
20
83
null
72
22
37
null
null
null
1.299805
139
null
null
null
null
2
7
no(M2 and SIP pres)
7
3,318
60.17499
0
female
0
10
1,985
ARF/MOSF w/Sepsis
ARF/MOSF
0
14
$11-$25k
0
26,265.516
18,830.0469
null
23.5
white
16.597656
18
0.86792
0.821899
10
0
0
no
null
null
no dnr
10
100
7.299805
82
24
37.09375
190
null
null
1.099854
133
7.479492
null
null
null
0
0
no(M2 and SIP pres)
0
3,319
75.06097
1
male
0
15
651
CHF
COPD/CHF/Cirrhosis
4
12
null
0
36,334.688
23,794.0312
null
24
black
17.898438
28
0.843994
0.744995
2
0
0
no
0.8
0.75
no dnr
15
84
8.699219
100
32
36.5
264
null
null
1.199951
140
7.469727
null
null
null
null
0
no(M2 and SIP pres)
0
3,320
66.04797
1
male
0
37
63
Lung Cancer
Cancer
1
6
under $11k
0
31,104.797
24,269.2812
null
6.25
black
19.898438
33
0.643921
0.336975
1
0
0
metastatic
0.5
0.1
no dnr
37
107
7
100
0
37
276.1875
null
null
0.899902
138
7.569336
null
null
null
1
2
null
2
3,321
29.37399
0
male
0
38
1,984
ARF/MOSF w/Sepsis
ARF/MOSF
2
13
$11-$25k
0
83,731.188
58,268.3125
null
31.75
white
31.699219
64
0.817993
0.756958
1
0
0
no
0.4
0.4
no dnr
38
127
26.699219
115
30
37.5
122
1.799805
0.5
7.399414
139
7.449219
null
null
null
null
0
null
0
3,322
76.31195
1
male
1
51
51
ARF/MOSF w/Sepsis
ARF/MOSF
1
12
>$50k
37
167,402.25
115,299.625
null
40.25
white
22.796875
51
0.661987
0.564941
1
1
0
no
0.7
0.6
dnr after sadm
48
65
23
80
8
35.69531
192.5
null
0.199982
11
135
7.339844
null
null
null
null
1
<2 mo. follow-up
1
3,323
64.92798
1
female
0
27
46
COPD
COPD/CHF/Cirrhosis
2
13
null
0
28,759.891
20,046.1562
null
11.75
white
22.097656
26
0.841919
0.741943
1
0
0
no
0.5
0.4
dnr after sadm
5
85
7.699219
192
20
36.69531
247.8125
null
null
0.5
137
7.329102
null
null
null
null
1
<2 mo. follow-up
1
3,324
40.24597
0
male
0
14
1,982
ARF/MOSF w/Sepsis
ARF/MOSF
0
12
$25-$50k
9
46,602.594
32,411.6406
null
17.666656
white
19.5
13
0.876953
0.833984
6
0
0
no
0.8
0.8
no dnr
14
117
11.699219
92
26
37.79688
352
null
0.899902
0.599976
135
7.459961
null
null
null
0
0
no(M2 and SIP pres)
0
3,325
37.21597
1
female
0
6
10
CHF
COPD/CHF/Cirrhosis
1
10
null
0
3,067.549
2,543.8203
null
6
black
21.5
26
0.912964
0.853882
1
0
0
no
0.9
0.75
no dnr
6
79
9.398438
68
28
36.29688
552.375
3.199707
1.099854
1.799805
137
7.419922
null
null
null
2
null
<2 mo. follow-up
1.839
3,326
36.91199
0
male
0
4
1,980
CHF
COPD/CHF/Cirrhosis
2
9
under $11k
0
7,022.199
4,800.3203
null
12
black
18.097656
4
0.93396
0.886963
1
0
0
no
0.8
0.6
no dnr
4
84
5.299805
54
22
35.79688
null
null
null
1
138
null
null
null
null
0
0
no(M2 and SIP pres)
0
3,327
64.87598
1
female
0
10
993
MOSF w/Malig
ARF/MOSF
1
16
$11-$25k
0
38,151.344
24,751.4375
null
22
white
26.398438
26
0.491943
0.373962
7
0
0
metastatic
null
null
no dnr
10
131
16
68
26
35
155
null
null
1.199951
136
7.229492
null
null
null
null
0
no(M2 and SIP pres)
0
3,328
61.68698
1
female
1
6
6
ARF/MOSF w/Sepsis
ARF/MOSF
3
12
under $11k
0
68,088.938
45,102.3438
null
35
black
37.398438
79
0.450989
0.33197
11
1
0
no
0.7
0.7
dnr after sadm
2
67
11.298828
110
40
36.69531
160
2.899902
19.097656
1.5
148
7.509766
null
null
null
null
7
<2 mo. follow-up
7
3,329
60.91397
1
male
1
4
4
Coma
Coma
1
null
null
100
20,829.844
13,774.2266
null
28
white
21.5
30
0.120987
0.075989
3
0
0
metastatic
0.1
0.001
dnr after sadm
2
73
21.699219
98
18
38.89844
383
null
0.699951
2.199707
136
7.269531
null
null
null
null
null
<2 mo. follow-up
2.95459
3,330
72.09296
1
male
0
3
53
Lung Cancer
Cancer
1
null
null
0
2,642.119
2,043.2197
null
3
white
22.5
11
0.559937
0.237976
1
0
0
metastatic
null
null
no dnr
3
93
11.298828
96
20
37.09375
null
2.899902
0.299988
1
136
null
null
null
null
null
null
<2 mo. follow-up
2.222656
3,331
51.28
1
male
0
7
8
Cirrhosis
COPD/CHF/Cirrhosis
3
null
null
0
5,919.547
4,320.3984
null
9.5
white
31.296875
49
0.635986
0.453979
1
0
0
no
0.4
0.1
dnr after sadm
2
67
6.799805
118
36
36.59375
309.5
2.5
null
5.599609
127
7.449219
null
null
null
null
null
<2 mo. follow-up
3.286621
3,332
49.87799
0
female
0
6
1,977
ARF/MOSF w/Sepsis
ARF/MOSF
0
15
under $11k
0
9,162.547
6,519.2109
null
13
black
17.898438
23
0.907959
0.873901
1
0
0
no
0.8
0.75
no dnr
6
90
6.699219
68
10
36.19531
271.375
null
1.099854
1
142
7.269531
null
null
null
7
7
adl>=4 (>=5 if sur)
7
3,333
76.71198
1
male
0
46
1,895
ARF/MOSF w/Sepsis
ARF/MOSF
1
9
>$50k
0
41,699.688
33,209.4062
null
13.75
white
24.699219
34
0.75293
0.674927
1
0
0
no
0.7
0.6
no dnr
46
109
5
115
29
35.59375
228
2.699707
0.799927
1
142
7.479492
null
null
null
null
7
adl>=4 (>=5 if sur)
7
3,334
63.392
1
male
1
10
10
ARF/MOSF w/Sepsis
ARF/MOSF
2
18
$25-$50k
9
39,656.938
27,532.3125
null
37
white
32.09375
50
0.634888
0.532959
1
0
0
no
0.4
0.3
dnr after sadm
9
67
14.199219
130
20
37.09375
180
2.299805
0.299988
5.299805
130
7.369141
null
null
null
null
0
<2 mo. follow-up
0
3,335
68.99396
1
female
1
5
5
Coma
Coma
4
null
null
100
17,598.688
11,907.1094
null
30
white
31.5
47
0.038994
0.018997
1
1
0
no
0.05
0.000125
dnr after sadm
2
53
12.798828
114
10
39.29688
323.3125
null
0.099991
4.099609
151
7.55957
null
null
null
null
null
<2 mo. follow-up
3.381836
3,336
61.84497
1
female
0
13
50
CHF
COPD/CHF/Cirrhosis
3
12
$11-$25k
0
11,096.047
8,529.4297
null
18
white
20.898438
8
0.861938
0.770996
1
0
0
no
0.7
0.5
no dnr
13
83
9.5
88
20
36
null
null
0.5
1
126
null
null
null
null
3
6
<2 mo. follow-up
6
3,337
76.90094
1
female
1
11
11
ARF/MOSF w/Sepsis
ARF/MOSF
0
14
null
41
null
null
null
38
white
26.898438
43
0.541992
0.427979
1
0
0
no
0.4
0.25
dnr after sadm
5
130
11.099609
85
26
37.89844
130
1.699951
2.199707
0.799927
129
7.419922
null
null
null
null
7
<2 mo. follow-up
7
3,338
51.63898
0
male
0
25
1,975
COPD
COPD/CHF/Cirrhosis
2
12
$11-$25k
0
77,591.312
52,269.4375
null
24.75
white
26.898438
34
0.812988
0.695923
8
0
0
no
0.5
0.3
no dnr
25
132
10.898438
138
11
37.79688
202.5
null
null
2.199707
151
7.40918
null
null
null
null
0
null
0
3,339
53.85898
0
male
0
9
1,973
CHF
COPD/CHF/Cirrhosis
4
8
$11-$25k
0
7,230.598
5,601.1641
null
8.5
white
16.796875
11
0.91394
0.85498
1
0
0
no
0.8
0.7
no dnr
9
90
12.099609
76
20
36
null
null
0.799927
1.299805
138
null
null
null
null
0
0
no(M2 and SIP pres)
0
3,340
48.08798
0
female
0
19
1,973
ARF/MOSF w/Sepsis
ARF/MOSF
1
null
null
26
97,578.812
64,881.625
null
32.333313
white
21.796875
14
0.774902
0.701904
13
0
0
no
null
null
no dnr
19
83
11.199219
110
26
39.09375
328.5625
null
null
0.799927
145
7.389648
null
null
null
null
null
null
2.790039
3,341
63.07498
1
male
0
9
148
CHF
COPD/CHF/Cirrhosis
1
null
null
0
15,978.344
12,662.4219
null
17
white
20.398438
27
0.863892
0.773926
1
0
0
no
0.7
0.6
no dnr
9
73
8
112
20
36.79688
null
null
null
1.599854
135
null
null
null
null
null
null
null
2.358887
3,342
31.16499
1
female
1
26
26
ARF/MOSF w/Sepsis
ARF/MOSF
2
14
$25-$50k
37
94,713.188
61,565.8125
null
36.5
white
22.597656
24
0.759888
0.68396
7
0
0
yes
0.15
0.15
dnr after sadm
9
95
4.899414
84
14
36.69531
164
null
null
1.599854
141
7.529297
null
null
null
null
7
<2 mo. follow-up
7
3,343
46.22598
0
male
0
223
1,971
ARF/MOSF w/Sepsis
ARF/MOSF
0
9
null
0
379,459.75
259,995.125
null
31
black
22.699219
18
0.836914
0.781982
10
0
0
no
0.1
0.001
no dnr
223
73
22.796875
70
18
38.89844
134
null
null
0.799927
147
7.419922
null
null
null
null
1
adl>=4 (>=5 if sur)
1
3,344
50.754
1
male
0
38
63
Cirrhosis
COPD/CHF/Cirrhosis
1
15
$25-$50k
0
null
null
null
34.25
white
18.796875
28
0.850952
0.754883
1
0
0
no
0.5
0.3
no dnr
38
107
9.699219
95
12
38.89844
200
1.199951
4.199219
1.099854
140
7.479492
null
null
null
null
0
null
0
3,345
68
1
female
0
16
1,382
CHF
COPD/CHF/Cirrhosis
2
8
under $11k
0
28,079.641
17,201.5625
null
22
white
25.597656
28
0.709961
0.549927
13
0
0
no
0.7
0.4
no dnr
16
93
3.699707
105
24
37.19531
280
null
0.599976
4.699219
130
7.439453
null
null
null
2
5
no(M2 and SIP pres)
5
3,346
75.40594
0
male
0
39
1,971
ARF/MOSF w/Sepsis
ARF/MOSF
1
null
null
9
113,901.062
67,952.9375
null
22.75
black
30.699219
56
0.380981
0.261963
49
0
0
yes
0.5
0.5
no dnr
39
110
25
114
35
37.29688
202.5
2
5.399414
1.599854
150
7.429688
null
null
null
null
null
null
3.052734
3,347
54.15997
1
female
0
4
524
Lung Cancer
Cancer
1
12
>$50k
0
3,714.449
2,417.3125
null
11
white
14.798828
9
0.771973
0.525879
1
0
0
metastatic
0.9
0.5
no dnr
4
87
4.599609
64
24
37
null
null
0.199982
0.699951
139
null
null
null
null
0
0
no(M2 and SIP pres)
0
3,348
55.36499
1
male
0
4
831
Lung Cancer
Cancer
1
12
$11-$25k
0
3,038.5
2,171.8731
null
11
white
13.699219
12
0.785889
0.550903
1
0
0
metastatic
null
0.6
no dnr
4
73
7.899414
86
20
37.09375
476.1875
null
null
1.199951
141
7.459961
null
null
null
0
2
no(M2 and SIP pres)
2
3,349
43.20599
1
male
1
16
16
ARF/MOSF w/Sepsis
ARF/MOSF
4
6
null
61
49,218.781
33,914.5938
null
33
black
37.695313
67
0.358948
0.240997
1
0
0
no
0.15
0.5
dnr after sadm
8
60
9.5
130
34
37.29688
120
2
16.796875
1.799805
143
7.419922
null
null
null
null
2
<2 mo. follow-up
2
3,350
31.088
0
male
0
42
1,969
ARF/MOSF w/Sepsis
ARF/MOSF
0
6
$25-$50k
37
68,183.562
50,421.75
null
18
black
20
5
0.862915
0.815918
2
0
0
no
null
null
no dnr
42
89
12.699219
84
15
35.19531
383.3125
null
null
0.799927
139
7.369141
null
null
null
null
null
adl>=4 (>=5 if sur)
2.641602
3,351
59.28
1
female
1
6
6
ARF/MOSF w/Sepsis
ARF/MOSF
2
12
under $11k
44
17,659.438
12,042.7422
null
18
black
32.796875
50
0.391968
0.272949
7
0
0
no
0.1
0.001
dnr after sadm
1
79
21.5
130
22
37.19531
100
null
0.599976
1.5
130
7.389648
null
null
null
null
6
<2 mo. follow-up
6
3,352
60.67398
1
male
1
15
15
MOSF w/Malig
ARF/MOSF
1
null
null
0
null
null
null
47
white
32.5
31
0.497986
0.379944
1
0
0
yes
0.2
0.3
dnr after sadm
15
96
5.599609
125
24
35.09375
89.40625
null
0.299988
1
138
7.509766
null
null
null
null
null
<2 mo. follow-up
2.536133
3,353
39.633
0
female
0
37
1,967
ARF/MOSF w/Sepsis
ARF/MOSF
0
12
under $11k
0
140,303.625
92,924.625
null
35.75
white
26.199219
44
0.816895
0.754883
8
0
0
no
0.75
0.75
no dnr
37
105
27.699219
114
37
38.5
296.625
1.799805
2.599609
0.599976
132
7.449219
null
null
null
null
0
no(M2 and SIP pres)
0
3,354
59.87399
1
female
0
60
298
ARF/MOSF w/Sepsis
ARF/MOSF
0
16
$11-$25k
41
149,420.5
101,527.875
null
44.75
white
30.898438
41
0.543945
0.429993
1
0
0
no
null
null
no dnr
60
67
9.699219
118
36
39.5
106.65625
2.5
0.899902
0.599976
135
7.479492
null
null
null
null
0
SIP>=30
0
3,355
47.97498
1
male
0
15
423
CHF
COPD/CHF/Cirrhosis
3
12
$25-$50k
0
34,673.594
20,768.1875
null
14.333328
black
16.898438
20
0.92395
0.870972
1
0
0
no
null
null
no dnr
15
89
6.399414
62
16
36.39844
null
null
0.299988
1.5
135
null
null
null
null
1
0
no(M2 and SIP pres)
0
3,356
60.03598
1
male
1
6
6
ARF/MOSF w/Sepsis
ARF/MOSF
0
12
under $11k
0
47,314.344
30,738.2656
null
49
white
23.296875
35
0.810913
0.748901
3
0
0
no
0.2
0.1
dnr after sadm
5
67
3.099609
75
26
38
353.3125
null
1.199951
2
136
7.449219
null
null
null
null
1
<2 mo. follow-up
1
3,357
73.57697
1
female
1
34
34
ARF/MOSF w/Sepsis
ARF/MOSF
2
6
under $11k
44
89,045.438
61,724.125
null
31.75
black
23.597656
37
0.608887
0.501953
2
1
0
no
0.1
0.001
dnr after sadm
12
111
15.898438
116
41
38.5
350
2.799805
1.099854
1.599854
141
7.459961
null
null
null
null
2
<2 mo. follow-up
2
3,358
86.41199
1
male
1
4
4
CHF
COPD/CHF/Cirrhosis
2
null
null
61
18,622.797
12,580.5469
null
47
white
46.796875
61
0.006
0
1
0
0
no
null
null
dnr after sadm
2
43
12.5
40
40
37.09375
104.07812
null
null
3.299805
143
7.40918
null
null
null
null
null
<2 mo. follow-up
3.708984
3,359
32.97498
1
male
1
20
20
Coma
Coma
0
14
$11-$25k
100
74,168.5
50,308.7188
null
36.666657
white
20.699219
28
0.562988
0.494995
4
0
0
no
0.3
0.3
no dnr
20
120
25
95
37
38.69531
192.5
null
null
1
141
7.429688
null
null
null
null
0
<2 mo. follow-up
0
3,360
68.50696
1
female
1
40
40
ARF/MOSF w/Sepsis
ARF/MOSF
0
null
null
41
195,778.25
126,928.938
null
41
white
25.699219
28
0.55188
0.438965
6
0
0
no
null
null
dnr after sadm
31
107
28.296875
100
36
36.09375
250
3.199707
1.299805
0.699951
131
7.439453
null
null
null
null
null
<2 mo. follow-up
2.275391
3,361
36.16199
0
female
0
47
1,963
Coma
Coma
0
12
null
100
120,483.062
79,610
null
35.75
white
22.597656
25
0.53894
0.469971
1
0
0
no
0.5
0.5
no dnr
47
77
18.796875
110
25
36.19531
277.125
3.599609
1.299805
0.899902
137
7.489258
null
null
null
null
0
adl>=4 (>=5 if sur)
0
3,362
49.12299
1
male
0
23
141
CHF
COPD/CHF/Cirrhosis
3
12
$25-$50k
0
32,006.594
22,374.8281
null
26.666656
white
25.898438
23
0.844971
0.744995
1
0
0
no
null
null
no dnr
23
63
6.699219
74
24
36.79688
null
null
2.5
1.299805
118
null
null
null
null
1
0
null
0
3,363
24.049
1
male
0
22
29
CHF
COPD/CHF/Cirrhosis
4
14
under $11k
0
null
null
null
18.666656
black
28.597656
40
0.870972
0.785889
3
0
0
no
null
null
no dnr
22
88
30
112
36
38
322.8125
null
9.798828
1.199951
136
7.449219
null
null
null
null
6
<2 mo. follow-up
6
3,364
30.76799
1
male
0
17
71
ARF/MOSF w/Sepsis
ARF/MOSF
1
12
null
0
20,983.391
15,626
null
11
black
26.898438
37
0.859985
0.81189
2
0
0
no
0.8
0.75
no dnr
17
67
12.199219
80
30
39.29688
276.1875
2.399902
7.099609
0.599976
131
7.489258
null
null
null
1
0
no(M2 and SIP pres)
0
3,365
76.40497
1
female
1
19
19
ARF/MOSF w/Sepsis
ARF/MOSF
2
12
null
9
130,559.938
87,684.9375
null
46.333313
white
19.097656
37
0.687988
0.594971
29
0
0
yes
null
null
dnr after sadm
12
58
13.298828
68
25
39.29688
316.625
2.099609
null
0.899902
135
7.449219
null
null
null
null
0
<2 mo. follow-up
0
3,366
46.53
1
male
1
6
6
ARF/MOSF w/Sepsis
ARF/MOSF
3
11
null
0
21,262.891
15,565.0938
null
41
white
32.195313
63
0.747925
0.667969
1
0
0
no
null
null
dnr after sadm
6
61
15
122
8
37.29688
196
3
3.899902
2.399902
135
7.269531
null
null
null
null
1
<2 mo. follow-up
1
3,367
44.60498
0
male
0
31
1,957
ARF/MOSF w/Sepsis
ARF/MOSF
4
null
null
26
148,688
103,548.562
null
21.25
black
29.699219
51
0.616943
0.511963
31
0
0
no
0.9
0.8
no dnr
31
133
9.599609
90
22
37.5
440
2.599609
23.699219
2.799805
136
7.329102
null
null
null
null
7
no(M2 and SIP pres)
7
3,368
71.69098
1
male
1
4
4
Coma
Coma
2
null
null
100
12,116.844
8,462.4375
null
36
white
30.898438
73
0.035995
0.016998
1
0
0
no
0
0
dnr after sadm
2
55
10.5
152
50
38
282.8125
null
0.5
7.5
138
7.219727
null
null
null
null
null
<2 mo. follow-up
2.905273
3,369
64.94995
1
female
0
36
48
MOSF w/Malig
ARF/MOSF
2
null
null
37
62,986.688
43,444.7188
null
26.5
black
28.898438
59
0.265991
0.159973
3
0
0
metastatic
null
null
no dnr
36
52
24.699219
180
7
38
260
2.5
2.399902
1.699951
141
7.529297
null
null
null
null
null
<2 mo. follow-up
3.849609
3,370
46.85797
1
male
1
11
11
ARF/MOSF w/Sepsis
ARF/MOSF
0
6
under $11k
55
73,627.125
50,169.4062
null
40.5
white
36.59375
78
0.313965
0.199982
6
0
0
no
0.3
0.2
dnr after sadm
9
68
28.699219
100
29
38.09375
186
2.899902
24.5
6.299805
144
7.399414
null
null
null
null
0
<2 mo. follow-up
0
3,371
67.70197
1
male
0
8
39
Lung Cancer
Cancer
1
null
null
0
7,427.547
5,059.1406
null
13.5
white
20.097656
28
0.634888
0.324951
1
0
0
metastatic
0.1
0.001
dnr after sadm
2
83
12.599609
100
36
36.19531
308
null
0.299988
1.099854
143
7.459961
null
null
null
null
null
<2 mo. follow-up
2.849121
3,372
38.883
1
male
1
12
12
ARF/MOSF w/Sepsis
ARF/MOSF
3
null
null
9
25,195.344
16,901.6562
null
30
black
30.398438
34
0.780884
0.709961
1
0
0
no
0.85
0.75
dnr after sadm
10
70
11
98
9
34.59375
384
null
3.599609
0.399963
142
7.489258
null
null
null
null
3
<2 mo. follow-up
3
3,373
76.06799
1
male
0
5
70
Lung Cancer
Cancer
1
null
null
0
3,971.6
3,286.3984
null
5
white
14.298828
23
0.734985
0.465942
1
0
0
metastatic
null
null
no dnr
5
74
7.599609
88
24
36.59375
480.9375
null
null
1.099854
142
7.5
null
null
null
null
null
null
2.061035
3,374
65.52197
1
male
0
7
80
Cirrhosis
COPD/CHF/Cirrhosis
2
16
$25-$50k
0
5,249.898
3,816.7031
null
9.5
black
16.199219
20
0.719971
0.563965
1
0
0
metastatic
null
null
no dnr
7
87
3.099609
84
20
36.5
null
2.399902
2.599609
0.799927
137
null
null
null
null
0
1
adl>=4 (>=5 if sur)
1
3,375
62.366
1
female
0
4
14
Colon Cancer
Cancer
1
16
$25-$50k
0
2,857.299
2,059.7793
null
10
white
41.398438
50
0.241974
0.029999
1
0
0
metastatic
0.1
0.001
no dnr
4
78
13
110
36
36
null
2.299805
4
1
131
null
null
null
null
0
0
<2 mo. follow-up
0
3,376
57.64798
1
female
0
21
322
ARF/MOSF w/Sepsis
ARF/MOSF
3
12
$25-$50k
0
45,167.531
31,629.2344
null
27
white
21.097656
38
0.807983
0.743896
3
1
0
yes
null
null
no dnr
21
78
11
112
40
38.5
290
null
null
1.099854
138
7.519531
null
null
null
3
0
null
0
3,377
56.60498
0
female
0
3
1,952
CHF
COPD/CHF/Cirrhosis
3
null
null
0
4,187.199
2,915.0039
null
4
white
15.398438
14
0.918945
0.861938
1
0
0
no
null
null
no dnr
3
67
6.899414
68
20
36
null
null
0.599976
1.199951
139
null
null
null
null
null
null
null
1.932617
3,378
63.04199
1
male
0
236
1,441
ARF/MOSF w/Sepsis
ARF/MOSF
1
16
$25-$50k
0
504,659.5
338,955
null
46
white
19.898438
34
0.844971
0.791992
3
0
0
no
0.75
0.7
dnr after sadm
148
72
18.199219
120
10
37.79688
267.5
1.799805
0.399963
1.399902
137
7.389648
null
null
null
null
0
adl>=4 (>=5 if sur)
0
3,379
21.13599
1
male
0
32
275
ARF/MOSF w/Sepsis
ARF/MOSF
0
12
$11-$25k
0
163,675.25
110,659.25
null
29.25
white
27.296875
41
0.843994
0.790894
20
0
0
no
null
null
no dnr
32
143
16.296875
68
8
35.09375
260
2.5
9.798828
0.899902
147
7.509766
null
null
null
null
0
adl>=4 (>=5 if sur)
0
3,380
58.32199
1
female
0
7
877
COPD
COPD/CHF/Cirrhosis
2
12
under $11k
0
15,772.445
11,455.75
null
19.5
white
25.398438
36
0.835938
0.731934
1
0
0
no
null
null
no dnr
7
90
13.599609
110
20
37.19531
148
null
null
0.599976
138
7.459961
null
null
null
4
0
no(M2 and SIP pres)
0
3,381
44.97998
1
female
0
15
674
Colon Cancer
Cancer
1
null
null
0
14,023.094
10,758.6016
null
12.333328
white
12.398438
17
0.894897
0.758911
1
0
0
metastatic
0.9
0.75
no dnr
15
97
7.199219
72
16
36.79688
null
4.099609
5.299805
0.699951
139
null
null
null
null
null
null
null
2.092773
3,382
53.43997
0
male
0
53
1,950
ARF/MOSF w/Sepsis
ARF/MOSF
0
14
$25-$50k
55
88,128.812
63,449.3438
null
32.5
white
33.59375
60
0.438965
0.31897
1
0
0
no
null
null
no dnr
53
65
16.699219
125
31
38.19531
152
3.399902
2.699707
7.399414
133
7.369141
null
null
null
null
6
no(M2 and SIP pres)
6
3,383
65.17999
1
male
0
52
103
ARF/MOSF w/Sepsis
ARF/MOSF
0
5
under $11k
0
96,142.25
65,433.5938
null
25.75
white
17.199219
22
0.883911
0.841919
1
0
0
no
0.95
0.94
no dnr
52
112
15.398438
85
15
37.19531
266.625
1.699951
0.599976
0.899902
131
7.469727
null
null
null
4
null
null
3.183199
3,384
70.69397
1
male
0
18
865
ARF/MOSF w/Sepsis
ARF/MOSF
1
11
under $11k
9
22,192.984
16,123.9609
null
18
white
25.199219
31
0.7229
0.637939
2
0
0
no
null
null
no dnr
18
74
12
90
19
35.5
316
2.599609
5.799805
0.899902
133
7.349609
null
null
null
1
0
no(M2 and SIP pres)
0
3,385
62.806
1
male
0
5
362
Lung Cancer
Cancer
2
10
$25-$50k
0
6,054.199
3,734.2539
null
10
white
11.099609
25
0.810913
0.593994
1
0
0
metastatic
0.9
0.5
no dnr
5
135
15.099609
92
20
36.79688
null
4.099609
0.5
1.5
135
null
null
null
null
0
0
no(M2 and SIP pres)
0
3,386
45.38498
1
female
1
10
10
ARF/MOSF w/Sepsis
ARF/MOSF
2
null
null
0
49,908.031
33,091.8125
null
50
black
26.898438
16
0.665894
0.56897
12
0
0
metastatic
0.1
0.001
dnr after sadm
8
80
5.899414
115
26
36.09375
282.8125
null
null
0.699951
130
7.339844
null
null
null
null
null
<2 mo. follow-up
2.750488
3,387
44.13998
0
male
0
84
1,947
ARF/MOSF w/Sepsis
ARF/MOSF
0
12
$25-$50k
0
148,803.75
101,513.938
null
26.25
black
24.296875
26
0.853882
0.802979
2
0
0
no
0.95
0.95
no dnr
84
123
11.298828
115
38
37.59375
175.5
2.799805
0.899902
1
142
7.399414
null
null
null
null
0
null
0
3,388
76.33099
1
female
1
24
24
Coma
Coma
0
null
null
100
null
null
null
21.333328
black
14.798828
19
0.355957
0.282959
1
0
0
no
0.01
0.000001
dnr after sadm
5
125
15
85
22
37.29688
243.3125
null
null
1.099854
141
7.439453
null
null
null
null
2
<2 mo. follow-up
2
3,389
77.11694
1
male
1
21
21
ARF/MOSF w/Sepsis
ARF/MOSF
1
11
under $11k
37
null
null
null
38
white
30.398438
50
0.279968
0.17099
8
0
0
yes
0.4
0.1
no dnr
21
55
17.898438
110
14
36
140
1.599854
0.399963
1.099854
151
7.389648
null
null
null
null
7
<2 mo. follow-up
7
3,390
53.11697
1
male
1
17
17
ARF/MOSF w/Sepsis
ARF/MOSF
1
6
under $11k
9
36,496.094
25,353.0469
null
28.666656
black
41.296875
51
0.453979
0.333984
1
0
0
no
null
null
dnr after sadm
13
72
24.296875
98
24
35.39844
344.4375
2.5
50.195313
2.099609
134
7.40918
null
null
null
null
4
<2 mo. follow-up
4
3,391
50.64999
0
male
0
38
1,945
ARF/MOSF w/Sepsis
ARF/MOSF
0
14
$25-$50k
0
null
null
null
13.75
white
12
7
0.935913
0.911987
2
0
0
no
0.9
0.85
no dnr
38
82
8.398438
70
16
37.29688
466.625
null
0.399963
1.099854
141
7.379883
null
null
null
1
0
no(M2 and SIP pres)
0
3,392
72.47894
1
male
1
4
4
Lung Cancer
Cancer
1
null
null
100
null
null
null
21
white
49.398438
58
0
0
1
0
0
metastatic
null
null
no dnr
4
43
12.298828
0
0
36.59375
108.32812
null
0.799927
0.899902
133
7.179688
null
null
null
null
null
<2 mo. follow-up
3.746094
3,393
66.90997
1
female
1
19
19
ARF/MOSF w/Sepsis
ARF/MOSF
1
10
$11-$25k
9
null
null
null
44
other
21.898438
37
0.770996
0.697998
5
1
0
no
0.8
0.512
dnr after sadm
17
72
11.5
120
40
38.09375
271.375
null
null
1.099854
138
7.449219
null
null
null
null
0
<2 mo. follow-up
0
3,394
58.42798
1
female
1
6
6
MOSF w/Malig
ARF/MOSF
1
null
null
0
81,086.875
55,463.9688
null
44
white
26.5
35
0.455994
0.336975
35
0
0
metastatic
0.75
0.3
dnr before sadm
-8
67
18
135
10
38
276.625
2.699707
1
2.899902
145
7.40918
null
null
null
null
null
<2 mo. follow-up
2.383301
3,395
53.09497
0
male
0
32
1,946
ARF/MOSF w/Sepsis
ARF/MOSF
0
14
null
55
57,829.438
41,323.5312
null
24.5
white
18.699219
20
0.768921
0.694946
2
0
0
no
null
null
no dnr
32
100
15.199219
70
28
37.59375
212
null
0.699951
0.699951
136
7.40918
null
null
null
null
0
adl>=4 (>=5 if sur)
0
3,396
42.95697
0
male
0
22
1,945
ARF/MOSF w/Sepsis
ARF/MOSF
0
12
$11-$25k
0
45,774.219
32,444.4531
null
36
white
38.695313
65
0.630981
0.527954
1
0
0
no
0.8
0.9
no dnr
22
67
28.5
125
24
38.69531
59
1.299805
1.599854
4.5
149
7.429688
null
null
null
null
2
adl>=4 (>=5 if sur)
2
3,397
61.38797
1
female
0
7
81
Lung Cancer
Cancer
1
16
>$50k
0
7,101.348
5,534.457
null
4
white
15.798828
9
0.738892
0.472961
1
0
0
metastatic
0.3
0.05
no dnr
7
94
7
86
18
36.19531
null
null
null
0.899902
135
null
null
null
null
1
6
adl>=4 (>=5 if sur)
6
3,398
30.63699
1
female
1
5
5
ARF/MOSF w/Sepsis
ARF/MOSF
0
null
null
0
24,373.297
17,057.125
null
58
black
42.09375
70
0.596924
0.488953
2
0
0
no
null
null
no dnr
5
131
16.097656
220
36
35.5
465
null
32.59375
1.699951
151
7.509766
null
null
null
null
null
<2 mo. follow-up
1.937256
3,399
51.77298
1
male
0
23
236
MOSF w/Malig
ARF/MOSF
1
12
$25-$50k
0
71,611.188
49,917.3438
null
31.333328
white
41.59375
69
0.136993
0.063995
23
0
0
yes
0.5
0.5
no dnr
23
54
0.099991
90
36
39.09375
115
null
1.099854
2.5
136
7.389648
null
null
null
null
0
no(M2 and SIP pres)
0
3,400
80.41595
0
female
0
14
1,940
ARF/MOSF w/Sepsis
ARF/MOSF
2
13
under $11k
0
19,865.688
14,454.7734
null
20.333328
white
32.09375
55
0.430969
0.311951
4
0
0
yes
0.6
0.5
no dnr
14
112
18.296875
140
37
35.19531
142.84375
2.199707
0.399963
1.299805
136
7.489258
null
null
null
0
1
no(M2 and SIP pres)
1