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
4,001
44.05197
1
female
1
5
5
ARF/MOSF w/Sepsis
ARF/MOSF
1
12
under $11k
26
121,420.875
92,187.5
null
51
white
38.398438
68
0.432983
0.312988
6
0
0
no
null
null
no dnr
5
51
9.898438
60
31
40.09375
283.3125
3.299805
12
3
133
7.419922
null
null
null
null
0
<2 mo. follow-up
0
4,002
70.14899
1
female
1
4
4
Coma
Coma
1
7
null
100
83,997.625
51,037.4375
null
14
white
22.699219
43
0.097992
0.058998
20
1
0
no
null
null
dnr after sadm
2
70
16.597656
64
28
38.5
220
2.5
1.099854
2.699707
135
7.579102
null
null
null
null
null
<2 mo. follow-up
2.46875
4,003
69.66498
0
female
0
9
1,510
COPD
COPD/CHF/Cirrhosis
3
11
null
0
4,562.496
3,465.2734
null
10
white
17.597656
34
0.868896
0.782959
1
0
0
no
0.75
0.65
no dnr
9
107
9.599609
84
22
36.39844
214.28125
3.399902
0.299988
1.599854
136
null
null
null
null
0
null
null
0.4948
4,004
65.47296
1
female
1
3
3
ARF/MOSF w/Sepsis
ARF/MOSF
0
12
under $11k
100
87,248.375
54,247.8438
null
23
white
76.6875
86
0
0
21
0
0
no
null
null
dnr after sadm
2
0
11.898438
0
0
38.09375
248
4.099609
4.5
2.599609
135
7.459961
null
null
null
null
null
<2 mo. follow-up
1.738281
4,005
68.18097
1
male
1
9
9
ARF/MOSF w/Sepsis
ARF/MOSF
1
null
null
0
40,095
26,610
null
37.5
white
32.695313
55
0.555908
0.442993
1
0
0
yes
0.25
0.15
dnr after sadm
7
69
29.597656
122
34
36.79688
72
1.399902
null
0.699951
139
7.539062
null
null
null
null
null
<2 mo. follow-up
2.14502
4,006
75.15399
1
male
0
9
1,421
COPD
COPD/CHF/Cirrhosis
1
12
under $11k
0
6,329.598
4,483.8203
null
13
white
14
13
0.880981
0.800903
1
0
0
no
0.9
0.6
no dnr
9
107
5.5
108
24
36
364
4.299805
0.399963
0.899902
144
7.359375
null
null
null
1
0
no(M2 and SIP pres)
0
4,007
65.42395
0
female
0
13
1,500
Cirrhosis
COPD/CHF/Cirrhosis
1
14
$11-$25k
0
9,626.047
7,334.457
null
7.5
white
23.398438
23
0.69397
0.529907
1
0
0
no
null
null
no dnr
13
77
3.599609
80
20
37
null
2.899902
3.5
0.699951
124
null
null
null
null
1
0
no(M2 and SIP pres)
0
4,008
72.79095
1
male
1
5
5
ARF/MOSF w/Sepsis
ARF/MOSF
0
9
null
44
26,893.812
17,477.2656
null
46
white
32.296875
49
0.40094
0.280945
1
0
0
no
null
null
dnr after sadm
4
68
22.296875
112
8
38.79688
151.65625
null
0.099991
7.299805
128
7.40918
null
null
null
null
null
<2 mo. follow-up
2.412598
4,009
66.146
1
male
1
12
12
MOSF w/Malig
ARF/MOSF
2
7
null
0
71,331.938
46,761.8438
null
55.5
black
42
79
0.142975
0.066986
6
1
0
yes
null
null
dnr after sadm
5
53
1
160
40
36.5
313.3125
3
1.099854
5.299805
134
7.349609
null
null
null
null
2
<2 mo. follow-up
2
4,010
74.89697
0
male
0
10
1,499
CHF
COPD/CHF/Cirrhosis
1
18
$11-$25k
0
23,341.547
16,540.5312
null
20
white
26.796875
36
0.657959
0.481995
8
0
0
no
0.98
0.95
no dnr
10
75
14.398438
96
12
36.59375
288
2.899902
1.199951
1.599854
131
7.429688
null
null
null
0
0
no(M2 and SIP pres)
0
4,011
60.241
0
female
0
9
1,497
MOSF w/Malig
ARF/MOSF
1
12
under $11k
0
59,781.688
37,313
null
16.5
white
23
25
0.640991
0.539917
15
0
0
yes
0.8
0.7
no dnr
9
108
7
46
16
36.19531
396
1.299805
0.299988
0.599976
129
7.449219
null
null
null
0
null
null
0.4948
4,012
51.85498
0
female
0
14
1,497
ARF/MOSF w/Sepsis
ARF/MOSF
0
14
$25-$50k
0
24,805.141
16,157.6328
null
14
white
21.398438
14
0.873901
0.829956
1
0
0
no
null
null
no dnr
14
76
8.5
114
24
36.19531
328
null
null
0.5
137
7.399414
null
null
null
1
0
no(M2 and SIP pres)
0
4,013
43.63898
0
male
0
18
1,496
ARF/MOSF w/Sepsis
ARF/MOSF
0
null
null
0
45,775.469
28,687.6094
null
18.666656
white
19.296875
16
0.907959
0.875
1
0
0
no
null
null
no dnr
18
78
7
56
24
36
352.375
2.899902
2.099609
0.799927
139
7.419922
null
null
null
null
null
null
2.197754
4,014
40.41898
1
female
1
99
99
ARF/MOSF w/Sepsis
ARF/MOSF
0
15
$25-$50k
0
363,470.25
238,485.375
null
34.75
white
34.695313
53
0.727905
0.644897
1
0
0
no
0.2
0.2
no dnr
99
69
14
114
26
37.79688
126.65625
null
1.199951
3.399902
149
7.469727
null
null
null
null
0
adl>=4 (>=5 if sur)
0
4,015
33.66998
1
male
0
10
22
Colon Cancer
Cancer
1
14
null
0
9,953.547
6,871.8125
null
9.5
black
26
9
0.743896
0.47998
1
0
0
metastatic
0.2
0.1
no dnr
10
107
17.199219
84
24
36.29688
null
2.699707
0.799927
0.799927
137
null
null
null
null
1
6
<2 mo. follow-up
6
4,016
75.66595
1
female
1
13
13
ARF/MOSF w/Sepsis
ARF/MOSF
0
11
$25-$50k
26
60,396.969
37,721.1875
null
48
white
18.898438
33
0.776978
0.703979
1
0
0
no
null
null
dnr after sadm
13
71
8.5
64
40
38.59375
194.28125
2.199707
null
0.599976
138
7.369141
null
null
null
null
4
<2 mo. follow-up
4
4,017
44.85999
1
male
0
9
26
ARF/MOSF w/Sepsis
ARF/MOSF
0
13
under $11k
44
27,579.141
17,868.6094
null
39
black
33.796875
43
0.519897
0.403992
2
0
0
no
null
null
no dnr
9
141
11.599609
116
60
35.39844
447.5625
null
null
0.399963
130
7.429688
null
null
null
null
0
<2 mo. follow-up
0
4,018
51.90097
1
male
0
6
517
CHF
COPD/CHF/Cirrhosis
2
9
under $11k
0
12,283.992
7,625.2305
null
27
black
24.699219
23
0.849976
0.75293
1
0
0
no
0.7
0.6
no dnr
6
65
7.199219
64
26
36.29688
385.6875
3.199707
1.699951
1
126
7.5
null
null
null
0
0
no(M2 and SIP pres)
0
4,019
69.06799
1
male
1
36
36
ARF/MOSF w/Sepsis
ARF/MOSF
0
16
$25-$50k
26
238,776
149,039.25
null
39
white
29.296875
51
0.506958
0.389954
9
0
0
no
0.25
0.2
no dnr
36
120
19.296875
110
25
38.29688
303.3125
2.799805
5.599609
7
138
7.429688
null
null
null
null
0
<2 mo. follow-up
0
4,020
30.70499
1
female
1
16
16
ARF/MOSF w/Sepsis
ARF/MOSF
2
10
under $11k
37
71,635.188
48,012.9375
null
50.333313
other
34.59375
60
0.641968
0.540894
1
0
0
no
0.1
0.001
dnr after sadm
15
70
13.699219
156
36
41
125
2.899902
1.299805
1.599854
145
7.429688
null
null
null
null
0
<2 mo. follow-up
0
4,021
52.57498
1
male
0
4
78
Lung Cancer
Cancer
1
null
null
0
3,042.049
2,174.0625
null
7
white
14.699219
9
0.775879
0.533936
1
0
0
metastatic
0.8
0.5
no dnr
4
115
12.199219
84
20
36.89844
null
null
0.799927
1.099854
139
null
null
null
null
null
null
adl>=4 (>=5 if sur)
1.958984
4,022
59.69598
0
male
0
4
1,488
CHF
COPD/CHF/Cirrhosis
2
8
under $11k
0
2,390.049
1,955.835
null
3
black
27.5
32
0.782959
0.652954
1
0
0
no
null
null
no dnr
4
87
5.5
110
20
35.69531
433.3125
null
4.199219
1.399902
129
7.519531
null
null
null
0
null
null
0.4948
4,023
65.62598
1
male
0
18
626
COPD
COPD/CHF/Cirrhosis
2
null
null
0
53,957.688
33,482.8438
null
32
black
26.296875
22
0.779907
0.648926
1
0
0
no
null
null
no dnr
18
109
11.798828
60
10
36.79688
142
null
null
1.299805
128
7.469727
null
null
null
0
2
no(M2 and SIP pres)
2
4,024
62.30298
1
male
0
11
758
COPD
COPD/CHF/Cirrhosis
2
11
null
0
24,865.984
15,584.4922
null
22
white
21.199219
31
0.86499
0.775879
1
0
0
no
0.6
0.5
no dnr
11
67
null
108
16
37
312
null
0.5
2.199707
136
7.40918
null
null
null
0
null
no(M2 and SIP pres)
0.4948
4,025
48.72299
0
female
0
32
1,488
ARF/MOSF w/Sepsis
ARF/MOSF
1
11
under $11k
44
115,659.5
75,410.1875
null
35.25
black
30.097656
53
0.61792
0.513916
1
1
0
no
0.25
0.2
no dnr
32
55
4.099609
130
14
39.79688
288
2.799805
0.199982
10
145
7.439453
null
null
null
null
0
null
0
4,026
79.80798
1
male
1
8
8
ARF/MOSF w/Sepsis
ARF/MOSF
4
13
>$50k
0
30,417.844
21,071.0312
null
42
white
25.699219
40
0.659912
0.56189
1
1
0
yes
0.5
0.25
dnr after sadm
3
64
13.398438
50
6
37.5
310
2.5
null
5.099609
133
7.359375
null
null
null
null
7
<2 mo. follow-up
7
4,027
55.64999
1
female
0
37
777
ARF/MOSF w/Sepsis
ARF/MOSF
1
13
null
37
92,960.125
59,123.4375
null
31.5
white
24.898438
43
0.721924
0.635986
1
1
0
no
0.8
0.78
no dnr
37
63
17.296875
110
24
38
253.3125
null
0.399963
4.599609
143
7.429688
null
null
null
null
0
no(M2 and SIP pres)
0
4,028
45.57397
0
female
0
15
1,487
ARF/MOSF w/Sepsis
ARF/MOSF
0
13
$25-$50k
0
34,929.969
22,198.3594
null
12.333328
black
26.296875
17
0.816895
0.755981
3
0
0
no
0.99
0.99
no dnr
15
80
12.699219
104
40
38.59375
316.625
null
null
0.599976
128
7.429688
null
null
null
0
null
no(M2 and SIP pres)
0.4948
4,029
52.16199
1
male
0
5
284
Lung Cancer
Cancer
1
12
$25-$50k
0
4,945.75
3,090.332
null
17
white
15.898438
11
0.755981
0.5
1
0
0
metastatic
null
null
no dnr
5
107
10
75
16
35.79688
null
null
0.399963
0.899902
142
null
null
null
null
0
0
no(M2 and SIP pres)
0
4,030
73.52795
1
male
1
7
7
ARF/MOSF w/Sepsis
ARF/MOSF
1
12
null
0
44,709.406
26,464.9844
null
37
white
31.597656
44
0.557983
0.444946
6
1
0
no
0.2
0.1
dnr after sadm
3
51
9.5
114
30
39.09375
162.5
null
null
1.199951
154
7.339844
null
null
null
null
2
<2 mo. follow-up
2
4,031
61.37399
1
male
0
4
40
Colon Cancer
Cancer
1
12
$25-$50k
0
3,351.299
2,423.291
null
4
white
20
13
0.780884
0.540894
1
0
0
metastatic
0.4
0.3
no dnr
4
83
14.099609
75
16
35.69531
342.8125
null
1.699951
0.599976
140
7.489258
null
null
null
null
1
<2 mo. follow-up
1
4,032
66.52698
1
female
1
17
17
ARF/MOSF w/Sepsis
ARF/MOSF
1
16
null
26
82,417.812
52,280.0625
null
50.666657
white
33.296875
42
0.419983
0.300964
1
0
0
yes
0.5
0.3
dnr after sadm
8
50
8.699219
110
25
35.69531
111.65625
2.699707
0.299988
1.099854
141
7.339844
null
null
null
null
1
<2 mo. follow-up
1
4,033
59.60599
0
male
0
75
1,483
ARF/MOSF w/Sepsis
ARF/MOSF
1
12
$11-$25k
0
142,387.875
93,420.625
null
27
white
19.597656
18
0.856934
0.807983
3
1
0
no
0.9
0.9
no dnr
75
110
13.798828
96
8
38.19531
316.625
2.799805
4.299805
1.299805
142
7.439453
null
null
null
null
7
SIP>=30
7
4,034
54.92999
1
female
0
6
472
Lung Cancer
Cancer
1
12
$11-$25k
0
7,007.297
4,616.1367
null
7
white
18.097656
9
0.709961
0.428955
1
0
0
metastatic
0.9
0.8
no dnr
6
87
5.799805
80
20
36.5
null
3.299805
0.099991
0.5
143
null
null
null
null
0
0
no(M2 and SIP pres)
0
4,035
30.07799
1
male
1
6
6
ARF/MOSF w/Sepsis
ARF/MOSF
0
null
null
37
209,604.625
147,492.5
null
57
white
42.398438
74
0.329956
0.214996
11
0
0
no
0
0
no dnr
6
129
6.899414
70
45
35.39844
283.3125
4.899414
44.09375
4.799805
151
7.469727
null
null
null
null
null
<2 mo. follow-up
2.212891
4,036
71.83795
1
male
0
6
264
Lung Cancer
Cancer
4
11
$11-$25k
0
4,572.348
3,001.1348
null
9
white
23.199219
26
0.541992
0.219971
1
1
0
metastatic
0.9
0.5
no dnr
6
99
5.599609
96
24
36.79688
null
3.399902
8.798828
0.799927
139
null
null
null
null
null
0
null
0
4,037
83.21997
1
male
1
4
4
ARF/MOSF w/Sepsis
ARF/MOSF
1
null
null
0
118,611.438
71,038.4375
null
33
white
56.09375
75
0.003
0
16
0
0
no
null
null
dnr after sadm
2
28
11.398438
70
24
38.5
184
null
27
5.399414
152
7.379883
null
null
null
null
null
<2 mo. follow-up
2.294434
4,038
69.60999
1
male
0
10
174
CHF
COPD/CHF/Cirrhosis
2
3
under $11k
0
10,542.648
7,303.0156
null
25.5
other
19.097656
23
0.856934
0.764893
1
1
0
no
null
null
no dnr
10
80
6.899414
60
24
36.59375
null
null
null
2
143
null
null
null
null
null
6
adl>=4 (>=5 if sur)
6
4,039
65.65399
0
female
0
17
1,478
ARF/MOSF w/Sepsis
ARF/MOSF
0
12
null
0
76,424.625
45,303.5
null
25.666656
white
31.597656
39
0.610962
0.504883
5
0
0
no
0.5
0.45
no dnr
17
133
10.199219
11.398438
36
38.79688
137.5
null
null
0.799927
136
7.509766
null
null
null
null
2
no(M2 and SIP pres)
2
4,040
72.797
0
female
0
76
1,478
ARF/MOSF w/Sepsis
ARF/MOSF
0
12
null
0
168,419.875
104,400.125
null
39.5
white
33.09375
64
0.593994
0.485962
1
0
0
no
0.5
0.5
dnr after sadm
7
66
4.699219
130
10
35.89844
260
1.899902
12.898438
1.399902
149
7.449219
null
null
null
null
null
adl>=4 (>=5 if sur)
2.043945
4,041
77.46198
1
male
0
77
107
ARF/MOSF w/Sepsis
ARF/MOSF
1
16
$11-$25k
44
237,865.75
151,713.375
null
41.25
white
30.796875
51
0.274963
0.166992
32
0
0
no
0.3
0.2
dnr after sadm
38
117
22.199219
118
10
35.39844
230
1.599854
0.5
3.599609
149
7.489258
null
null
null
null
0
adl>=4 (>=5 if sur)
0
4,042
71.06097
0
female
0
10
1,460
COPD
COPD/CHF/Cirrhosis
1
15
null
0
10,342.977
7,143
null
13.5
white
22.898438
25
0.796997
0.67395
1
0
0
no
0.7
0.6
no dnr
10
90
10.699219
126
28
38
200
null
null
0.899902
134
7.419922
null
null
null
0
0
no(M2 and SIP pres)
0
4,043
68.73395
0
female
0
8
1,458
ARF/MOSF w/Sepsis
ARF/MOSF
2
12
$25-$50k
0
16,283.492
10,915.9531
null
16
white
28.199219
25
0.704956
0.615967
2
0
0
no
null
null
no dnr
8
97
3.799805
110
25
38.29688
126.51562
null
null
0.899902
139
7.439453
null
null
null
0
null
null
0.4948
4,044
40.92499
1
female
0
19
113
MOSF w/Malig
ARF/MOSF
1
12
>$50k
0
53,731.688
33,714.9375
null
29.333328
white
33.296875
31
0.440979
0.32196
5
0
0
yes
null
null
no dnr
19
63
11.699219
120
14
36.09375
74.28125
null
0.699951
0.599976
143
7.509766
null
null
null
null
1
no(M2 and SIP pres)
1
4,045
61.74399
1
male
1
7
7
ARF/MOSF w/Sepsis
ARF/MOSF
1
6
under $11k
26
26,100.234
16,942.4375
null
27.5
white
21.5
28
0.787964
0.718994
1
0
0
no
null
null
dnr after sadm
6
137
12.599609
60
10
35
230
2.099609
0.099991
0.799927
147
7.5
null
null
null
null
0
<2 mo. follow-up
0
4,046
61.405
1
female
0
5
784
Lung Cancer
Cancer
1
16
$25-$50k
0
5,310.949
3,328.5
null
9
white
16.398438
12
0.727905
0.454956
1
0
0
metastatic
null
null
no dnr
5
120
20.597656
86
20
36.19531
null
null
0.299988
1.099854
141
null
null
null
null
0
0
no(M2 and SIP pres)
0
4,047
25.00999
0
male
0
116
1,455
ARF/MOSF w/Sepsis
ARF/MOSF
0
12
under $11k
0
null
null
null
19.25
black
22.398438
23
0.910889
0.87793
2
0
0
no
null
null
no dnr
116
69
12.298828
104
11
36.19531
352
2.399902
4
1.199951
137
7.359375
null
null
null
null
0
adl>=4 (>=5 if sur)
0
4,048
46.702
0
female
0
16
1,454
ARF/MOSF w/Sepsis
ARF/MOSF
0
15
>$50k
0
61,325.469
36,784.6875
null
25
white
17.597656
19
0.902954
0.868896
3
0
0
no
0.8
0.75
no dnr
16
73
11.199219
74
24
38.29688
177.5
2.399902
null
1.299805
136
7.449219
null
null
null
null
0
no(M2 and SIP pres)
0
4,049
78.98999
1
female
0
24
224
COPD
COPD/CHF/Cirrhosis
2
11
under $11k
0
40,662.344
26,147.1562
null
20
white
18.097656
26
0.772949
0.637939
1
0
0
yes
0.8
0.3
no dnr
24
65
null
96
8
36.29688
326.625
null
null
1.599854
139
7.369141
null
null
null
null
0
adl>=4 (>=5 if sur)
0
4,050
80.45197
1
female
1
19
19
Colon Cancer
Cancer
1
16
null
0
9,865.195
7,908.918
null
8.333328
white
34.195313
33
0.379944
0.090988
1
0
0
metastatic
0.1
0.001
dnr after sadm
6
89
13.898438
86
20
36.39844
null
2.5
11.199219
1.199951
140
null
null
null
null
null
null
<2 mo. follow-up
3.102051
4,051
50.88599
1
male
1
10
10
MOSF w/Malig
ARF/MOSF
2
null
null
0
45,795.031
27,621.7188
null
49.5
white
27.796875
40
0.635986
0.532959
1
0
0
yes
0.2
0.2
no dnr
10
67
6.5
134
30
38.5
98.65625
2.199707
0.399963
0.799927
141
7.389648
null
null
null
null
null
<2 mo. follow-up
2.132813
4,052
68.39996
1
male
0
28
1,346
MOSF w/Malig
ARF/MOSF
1
7
under $11k
0
76,318.688
50,595.25
null
31.5
black
32.898438
56
0.381958
0.263977
7
0
0
yes
0.5
0.5
no dnr
28
121
3.399902
140
8
39.79688
167.5
1.5
0.5
2.199707
148
7.529297
null
null
null
null
5
no(M2 and SIP pres)
5
4,053
59.35898
1
male
0
11
499
COPD
COPD/CHF/Cirrhosis
2
null
null
0
19,767.641
13,664.2031
null
20.5
white
22.898438
18
0.858887
0.767944
1
0
0
no
0.7
0.7
no dnr
11
113
13.5
110
24
36.5
220
3.199707
0.099991
0.699951
147
7.399414
null
null
null
0
4
no(M2 and SIP pres)
4
4,054
30.33299
1
female
1
43
43
ARF/MOSF w/Sepsis
ARF/MOSF
1
11
under $11k
0
191,009.625
119,011.625
null
37.5
white
28.699219
35
0.851929
0.800903
1
0
0
no
0.3
0.3
dnr after sadm
42
113
11.599609
130
28
39
132.71875
2
0.199982
0.599976
143
7.429688
null
null
null
null
0
<2 mo. follow-up
0
4,055
64.82996
1
male
0
62
724
ARF/MOSF w/Sepsis
ARF/MOSF
2
12
null
0
213,969.625
141,854
null
39
white
29.097656
45
0.723999
0.638916
1
0
0
no
null
null
no dnr
62
145
5.599609
186
8
38
91
null
0.899902
0.699951
142
7.369141
null
null
null
null
3
adl>=4 (>=5 if sur)
3
4,056
68.75
1
female
1
10
10
Coma
Coma
2
8
>$50k
0
36,883.469
23,581.6719
null
36.5
black
25.796875
44
0.615967
0.552979
1
1
0
no
0.1
0.001
dnr after sadm
9
70
14.5
108
8
36.19531
423.3125
1.199951
0.299988
3
134
7.449219
null
null
null
null
1
<2 mo. follow-up
1
4,057
83.79999
1
male
0
12
598
Lung Cancer
Cancer
2
16
under $11k
9
6,363.598
5,015.9961
null
4
white
18.199219
17
0.596924
0.277954
1
0
0
metastatic
0.75
0.5
no dnr
12
99
5.899414
80
16
36.19531
null
3.199707
0.5
1.199951
145
7.439453
null
null
null
0
0
no(M2 and SIP pres)
0
4,058
64.698
1
male
0
7
247
Colon Cancer
Cancer
1
12
$11-$25k
0
8,570.148
5,568.0586
null
9
white
11.699219
6
0.87793
0.723999
1
0
0
metastatic
0.8
0.5
no dnr
7
119
8.898438
60
24
36.29688
null
3.899902
0.599976
0.899902
136
null
null
null
null
0
0
no(M2 and SIP pres)
0
4,059
29.30299
1
female
0
48
336
MOSF w/Malig
ARF/MOSF
2
12
under $11k
0
78,111.062
49,858.8438
null
20
white
37.09375
53
0.424988
0.304993
1
0
0
yes
0.2
0.2
no dnr
48
56
1.099854
134
38
39.29688
414.25
2.299805
5.899414
0.899902
135
7.419922
null
null
null
null
3
SIP>=30
3
4,060
74.89697
1
male
1
100
100
ARF/MOSF w/Sepsis
ARF/MOSF
3
null
null
0
202,651.25
132,608.375
null
26
white
32.296875
47
0.560913
0.447998
3
1
0
no
0.85
0.82
no dnr
100
103
14.5
55
32
38.5
108.15625
null
null
2.899902
134
7.459961
null
null
null
null
null
null
3.349609
4,061
60.44098
1
male
0
18
95
Cirrhosis
COPD/CHF/Cirrhosis
1
18
>$50k
0
16,636.344
11,546.3203
null
11.666664
white
23.5
43
0.72998
0.576904
1
0
0
no
0.5
0.3
dnr after sadm
14
63
7
74
22
36.19531
542.75
2.899902
1.299805
3.799805
132
7.269531
null
null
null
0
0
null
0
4,062
37.06198
1
female
0
48
436
MOSF w/Malig
ARF/MOSF
0
12
null
0
217,273.625
136,385
null
49.5
white
32.09375
65
0.505981
0.389954
3
0
0
yes
0.4
0.4
dnr after sadm
14
73
0.299988
144
32
39.29688
206.65625
1.699951
0.399963
1
154
7.379883
null
null
null
null
1
adl>=4 (>=5 if sur)
1
4,063
85.40997
1
male
1
7
7
ARF/MOSF w/Sepsis
ARF/MOSF
1
null
null
0
19,168.188
12,807.8047
null
19
black
38.695313
64
0.257996
0.152985
8
0
0
no
0.2
0.2
dnr after sadm
4
70
42.695313
120
48
33.89844
112.23438
null
1.699951
0.799927
139
7.529297
null
null
null
null
1
<2 mo. follow-up
1
4,064
35.71799
1
female
1
22
22
MOSF w/Malig
ARF/MOSF
2
12
$25-$50k
0
239,604.75
152,206.5
null
22.333328
white
29
60
0.424988
0.304993
45
0
0
metastatic
0.6
0.5
dnr after sadm
5
59
14.298828
144
9
36.79688
286.625
2.299805
null
5.5
134
7.289062
null
null
null
0
0
<2 mo. follow-up
0
4,065
57.65097
1
male
0
5
274
Lung Cancer
Cancer
1
8
under $11k
0
6,005.699
3,721.2285
null
22
white
25.796875
10
0.517944
0.195984
1
0
0
metastatic
0.8
0.2
no dnr
5
83
15.599609
108
16
36.19531
null
3
0.299988
0.899902
135
null
null
null
null
3
1
no(M2 and SIP pres)
1
4,066
57.34399
0
female
0
5
1,441
Cirrhosis
COPD/CHF/Cirrhosis
1
12
$11-$25k
0
4,947.398
3,368.4941
null
6
white
15
20
0.865967
0.777954
1
0
0
no
null
null
no dnr
5
70
3.899902
74
20
36.79688
null
2.5
2.5
0.899902
138
null
null
null
null
1
0
no(M2 and SIP pres)
0
4,067
79.05499
0
female
0
47
1,441
ARF/MOSF w/Sepsis
ARF/MOSF
0
6
under $11k
0
60,292.469
38,939.5625
null
20
black
22.199219
42
0.758911
0.681885
3
0
0
no
0.8
0.6
no dnr
47
87
9.5
114
28
37.79688
452.375
2.199707
1.099854
2
141
7.439453
null
null
null
null
3
adl>=4 (>=5 if sur)
3
4,068
52.38599
1
male
0
12
59
ARF/MOSF w/Sepsis
ARF/MOSF
2
12
under $11k
0
64,889.688
38,822.0312
null
30.5
black
31.796875
43
0.672974
0.577881
6
1
0
no
null
null
no dnr
12
65
11.798828
106
8
37.39844
110
null
null
2.899902
136
7.389648
null
null
null
null
null
<2 mo. follow-up
2.342285
4,069
19.92599
0
male
0
13
1,438
ARF/MOSF w/Sepsis
ARF/MOSF
0
12
under $11k
44
17,898.344
11,910.3516
null
19
white
22.597656
32
0.859985
0.81189
1
0
0
no
0.5
0.5
dnr after sadm
2
125
9.199219
136
44
38.69531
376.1875
null
null
0.699951
144
7.469727
null
null
null
null
7
null
7
4,070
57.72998
1
male
1
13
13
Coma
Coma
2
3
under $11k
100
125,777.25
86,312.9375
null
50
black
33.898438
50
0.017998
0.007
18
1
0
no
null
null
dnr after sadm
12
107
7.099609
136
8
35.89844
266.625
3.099609
7
4.699219
135
7.469727
null
null
null
null
null
<2 mo. follow-up
2.976074
4,071
73.13898
0
female
0
52
1,439
ARF/MOSF w/Sepsis
ARF/MOSF
1
13
under $11k
26
140,687.375
90,904.1875
null
30
white
22.296875
32
0.646973
0.545898
14
1
0
no
0.8
0.8
no dnr
52
107
12.599609
116
10
38.69531
260
2.399902
0.699951
1.799805
146
7.40918
null
null
null
null
0
adl>=4 (>=5 if sur)
0
4,072
43.90399
0
male
0
14
1,437
ARF/MOSF w/Sepsis
ARF/MOSF
1
14
>$50k
0
63,622.125
38,628.3125
null
40.333313
white
22
20
0.870972
0.824951
3
0
0
no
null
null
no dnr
14
111
13.199219
68
10
38.29688
172.5
null
4.399414
1
134
7.399414
null
null
null
null
null
no(M2 and SIP pres)
1.974121
4,073
25.67
1
male
0
5
229
Colon Cancer
Cancer
1
16
null
0
3,895
2,701.5801
null
8
white
34.695313
19
0.575928
0.254944
1
0
0
metastatic
0.5
0.3
no dnr
5
81
3.699707
20
20
36.5
null
2.299805
0.299988
0.899902
139
null
null
null
null
1
null
null
1.1669
4,074
80.13696
1
female
0
30
621
ARF/MOSF w/Sepsis
ARF/MOSF
0
8
$25-$50k
9
54,550.188
36,936.5938
null
16.5
white
24.898438
31
0.650879
0.55188
5
0
0
no
null
null
no dnr
30
111
6.199219
56
26
36
157.5
null
null
0.799927
140
7.479492
null
null
null
null
0
adl>=4 (>=5 if sur)
0
4,075
70.57898
1
male
0
81
617
ARF/MOSF w/Sepsis
ARF/MOSF
0
12
$25-$50k
0
176,328
110,634.125
null
19.5
white
24.699219
30
0.712891
0.625
11
0
0
no
0.8
0.7
no dnr
81
129
4.799805
68
9
36.69531
142
2
1.599854
0.899902
132
7.519531
null
null
null
null
0
adl>=4 (>=5 if sur)
0
4,076
86.35999
1
female
0
9
741
CHF
COPD/CHF/Cirrhosis
3
null
null
0
7,843.297
5,713.1523
null
11
white
18.898438
34
0.803955
0.682983
1
0
0
no
null
null
dnr after sadm
3
61
6.399414
56
16
35.69531
442.8125
null
null
1.099854
134
7.469727
null
null
null
null
null
null
3.556152
4,077
40.74698
1
male
0
9
46
Cirrhosis
COPD/CHF/Cirrhosis
3
7
$11-$25k
0
10,535.398
6,943.8008
null
9
white
22.398438
26
0.851929
0.756958
1
1
0
no
0.75
0.75
no dnr
9
103
4.399414
100
20
36.79688
null
2.5
1.5
1.5
127
null
null
null
null
0
1
<2 mo. follow-up
1
4,078
54.86398
0
male
0
14
1,434
Cirrhosis
COPD/CHF/Cirrhosis
3
null
null
9
16,353.844
10,914.2969
null
11.666664
white
27.699219
37
0.652954
0.475952
1
0
0
no
0.7
0.5
dnr after sadm
9
83
8.199219
106
24
36.19531
347.5625
2
11.199219
0.899902
130
7.529297
null
null
null
1
2
null
2
4,079
60.46799
1
male
1
5
5
COPD
COPD/CHF/Cirrhosis
5
null
null
0
15,643.797
10,127.2734
null
35
white
34.695313
40
0.662964
0.487976
1
0
0
no
0
0
dnr after sadm
4
115
13
139
32
37.69531
256.625
1.299805
0.299988
1.399902
138
7.349609
null
null
null
null
null
<2 mo. follow-up
3.439941
4,080
57.49799
1
female
0
9
74
Colon Cancer
Cancer
1
9
under $11k
0
7,245.699
5,296.6523
null
9.5
white
34.59375
14
0.460999
0.146973
1
0
0
metastatic
null
null
dnr after sadm
4
83
5.299805
94
20
36.19531
null
2.099609
0.199982
0.399963
136
null
null
null
null
3
3
adl>=4 (>=5 if sur)
3
4,081
68.45197
1
female
0
11
356
Colon Cancer
Cancer
1
12
null
0
18,796.734
12,338.3828
null
9.5
white
18.699219
27
0.785889
0.549927
1
0
0
metastatic
null
null
dnr after sadm
2
75
2.799805
60
10
38.29688
358.3125
3.399902
null
0.699951
134
7.5
null
null
null
1
0
no(M2 and SIP pres)
0
4,082
39.67697
1
male
0
14
69
Cirrhosis
COPD/CHF/Cirrhosis
3
12
$11-$25k
0
14,717.844
10,088.6016
null
7
black
22.5
45
0.855957
0.761963
1
0
0
no
null
null
dnr after sadm
5
88
6.199219
106
28
37.69531
285.6875
1.599854
5.399414
1
133
7.449219
null
null
null
0
7
SIP>=30
7
4,083
60.81897
1
male
0
12
194
CHF
COPD/CHF/Cirrhosis
2
5
under $11k
0
25,250.438
15,713.0938
null
22
other
30.097656
31
0.716919
0.559937
2
0
0
no
0.5
0.2
no dnr
12
113
9.398438
64
22
36.79688
300
1.799805
0.699951
1.699951
130
7.439453
null
null
null
6
6
SIP>=30
6
4,084
66.70795
1
male
1
23
23
ARF/MOSF w/Sepsis
ARF/MOSF
1
14
null
41
125,133.938
77,324.25
null
50
white
34.09375
76
0.314941
0.201996
1
0
0
yes
null
null
dnr after sadm
22
56
15.199219
124
46
38.29688
116
2.699707
0.299988
9.599609
138
7.5
null
null
null
null
1
<2 mo. follow-up
1
4,085
76.43298
1
female
0
28
197
ARF/MOSF w/Sepsis
ARF/MOSF
0
8
$11-$25k
0
38,696.375
27,296.1406
null
17.75
white
19.898438
29
0.802979
0.737915
3
0
0
no
null
null
no dnr
28
115
10.298828
66
6
38.39844
428.5625
null
null
6.899414
136
7.379883
null
null
null
null
1
null
1
4,086
47.21997
1
male
1
12
12
Coma
Coma
1
12
null
100
30,785.938
21,102.9844
null
31
black
19.097656
47
0.500977
0.429993
2
0
0
no
0.01
0.000001
dnr after sadm
7
150
7.099609
70
10
38.69531
388
1.799805
0.799927
5.299805
145
7.459961
null
null
null
null
2
<2 mo. follow-up
2
4,087
43.05798
0
female
0
15
1,430
ARF/MOSF w/Sepsis
ARF/MOSF
3
14
$25-$50k
0
56,844.312
36,040.0625
null
21.333328
hispanic
29.5
44
0.745972
0.665894
11
0
0
no
0.75
0.75
no dnr
15
118
20.796875
104
52
37.79688
200
2.299805
7.459961
1.199951
137
7.419922
null
null
null
0
null
no(M2 and SIP pres)
0.4948
4,088
88.94495
1
female
1
15
15
ARF/MOSF w/Sepsis
ARF/MOSF
0
null
under $11k
37
54,263.375
32,871.2812
null
36.666657
white
19.597656
31
0.666992
0.569946
1
0
0
no
0.8
0.6
dnr after sadm
12
107
6.799805
124
28
38.5
290
2.799805
null
0.899902
142
7.40918
null
null
null
null
0
<2 mo. follow-up
0
4,089
62.31598
1
female
0
12
147
ARF/MOSF w/Sepsis
ARF/MOSF
0
11
null
0
18,113.938
13,517.5469
null
10.5
black
21.097656
38
0.850952
0.799927
1
0
0
no
0.6
0.8
no dnr
12
117
24
104
32
36.39844
300
2.299805
0.399963
1.399902
141
7.439453
null
null
null
2
0
no(M2 and SIP pres)
0
4,090
90.95996
1
female
1
5
5
ARF/MOSF w/Sepsis
ARF/MOSF
0
12
under $11k
26
18,570.594
12,917.6016
null
31
white
34.296875
65
0.213989
0.117996
8
0
0
no
0.3
0.3
dnr after sadm
1
107
8.398438
154
54
36.19531
105.70312
null
null
0.699951
151
7.419922
null
null
null
null
6
<2 mo. follow-up
6
4,091
84.17798
1
male
0
4
225
COPD
COPD/CHF/Cirrhosis
2
null
under $11k
9
3,358.498
2,412.7949
null
9
white
27.796875
53
0.546997
0.348999
1
1
0
no
null
null
no dnr
4
93
29
120
28
36.19531
204.75
null
0.399963
1.799805
143
7.339844
null
null
null
null
null
no(M2 and SIP pres)
4.366211
4,092
66.00696
1
male
0
4
349
Cirrhosis
COPD/CHF/Cirrhosis
1
5
under $11k
0
3,166.85
2,237.1016
null
1
black
21.796875
35
0.7229
0.567993
1
0
0
no
null
null
no dnr
4
100
7.599609
60
28
35.69531
null
2.199707
3.399902
0.799927
136
null
null
null
null
1
null
no(M2 and SIP pres)
1.1669
4,093
78.05896
1
female
1
25
25
ARF/MOSF w/Sepsis
ARF/MOSF
2
null
null
44
171,969.5
105,160.625
null
34.25
black
38.5
68
0.056999
0.018997
11
1
0
yes
0.25
0.15
dnr after sadm
20
50
23
100
32
38
131.09375
3.299805
2.899902
6.199219
136
7.5
null
null
null
null
null
<2 mo. follow-up
3.15332
4,094
85.06195
1
female
0
6
42
CHF
COPD/CHF/Cirrhosis
0
12
under $11k
0
4,003.299
2,980.1953
null
4
white
23.597656
31
0.73291
0.581909
1
0
0
no
0.5
0.45
dnr after sadm
3
107
8
52
36
35.39844
null
3.099609
0.799927
1
139
null
null
null
null
1
0
<2 mo. follow-up
0
4,095
45.89499
1
male
0
8
377
CHF
COPD/CHF/Cirrhosis
2
9
under $11k
0
18,237.391
13,212.0156
null
9.5
white
17.796875
17
0.915894
0.85791
2
0
0
no
null
null
no dnr
8
75
7.899414
76
16
35.79688
272
null
null
0.699951
134
7.479492
null
null
null
0
null
null
0.4948
4,096
36.64899
1
female
0
5
244
Lung Cancer
Cancer
1
14
$11-$25k
0
5,317.398
3,209.3789
null
11
white
17.296875
12
0.763916
0.512939
1
0
0
metastatic
null
null
no dnr
5
70
8
104
20
36.79688
null
null
0.099991
0.699951
136
null
null
null
null
null
null
no(M2 and SIP pres)
1.995361
4,097
57.81799
1
male
0
5
113
Lung Cancer
Cancer
1
14
$25-$50k
0
5,601.098
3,373.2715
null
18
white
21.199219
16
0.635986
0.325989
1
0
0
metastatic
null
null
no dnr
5
104
11.298828
120
20
36.09375
null
null
0.199982
0.799927
141
null
null
null
null
2
4
no(M2 and SIP pres)
4
4,098
53.66998
0
male
0
13
1,422
COPD
COPD/CHF/Cirrhosis
1
8
null
0
18,630.891
12,266.3672
null
16
white
18.398438
20
0.916992
0.859985
1
0
0
no
0.99
0.95
no dnr
13
77
16.398438
72
24
35.5
240
null
null
1.199951
141
7.399414
null
null
null
0
0
no(M2 and SIP pres)
0
4,099
75.76196
1
female
0
26
137
Colon Cancer
Cancer
2
6
null
0
20,179.938
14,588.6016
null
12.5
white
24.296875
38
0.66394
0.362
1
0
0
metastatic
0.5
0.4
no dnr
26
130
10.298828
120
32
40.09375
423.75
3.299805
0.299988
0.799927
143
7.489258
null
null
null
1
1
SIP>=30
1
4,100
60.38898
0
male
0
25
1,422
ARF/MOSF w/Sepsis
ARF/MOSF
0
14
null
0
61,711.688
42,741.7188
null
15
white
20.5
20
0.838989
0.783936
4
0
0
no
0.9
0.9
no dnr
25
125
18.597656
124
9
39
348
2.699707
null
0.899902
141
7.5
null
null
null
null
0
no(M2 and SIP pres)
0