age
float64
18
102
sex
stringclasses
2 values
hospdead
int64
0
1
slos
int64
3
343
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
event_times
int64
3
2.03k
event_indicators
int64
0
1
57.65399
male
0
3
CHF
COPD/CHF/Cirrhosis
3
null
null
0
2,742.049
2,030.5508
null
6
black
15.599609
19
0.914917
0.856934
1
0
0
no
null
null
no dnr
3
63
6.699219
60
22
37.19531
null
null
1
1.399902
140
null
null
null
null
null
null
null
1.937988
1,142
1
45.18799
male
1
20
ARF/MOSF w/Sepsis
ARF/MOSF
1
12
null
26
121,575.062
80,014.1875
null
53.666657
white
37.898438
63
0.41095
0.291992
13
0
0
no
0.1
0.001
dnr after sadm
13
74
14
142
36
39.59375
87.14062
null
2
2
134
7.40918
null
null
null
null
1
<2 mo. follow-up
1
20
1
53.25098
male
1
10
ARF/MOSF w/Sepsis
ARF/MOSF
2
null
$11-$25k
26
83,062.625
51,944.4688
null
38.5
white
24.898438
26
0.701904
0.611938
10
1
0
no
0.85
0.7
dnr after sadm
10
87
10.898438
92
8
37.19531
116.35938
null
null
1.5
145
7.419922
null
null
null
null
2
<2 mo. follow-up
2
10
1
47.86298
female
1
8
Cirrhosis
COPD/CHF/Cirrhosis
2
12
null
44
23,279.203
16,235.8438
null
47
black
46.09375
59
0.077988
0.011999
1
0
0
no
0.1
0.001
no dnr
8
89
11.599609
110
11
35.89844
157.5
null
39
3
152
7.419922
null
null
null
null
4
<2 mo. follow-up
4
8
1
64.61896
male
0
10
Colon Cancer
Cancer
1
26
$11-$25k
0
21,980.688
14,755.4375
null
25.5
white
20.398438
21
0.767944
0.518921
1
0
0
metastatic
1
1
no dnr
10
102
7.699219
78
32
38.59375
390
null
0.5
0.799927
134
7.419922
null
null
null
0
null
null
0.4948
1,876
0
25.47299
male
0
18
ARF/MOSF w/Sepsis
ARF/MOSF
0
9
under $11k
41
51,170.219
36,150.0625
null
27
white
32
60
0.630981
0.527954
11
0
0
no
null
null
dnr after sadm
4
113
22.796875
134
52
39
423.3125
null
null
3.599609
137
7.329102
null
null
null
null
3
<2 mo. follow-up
3
28
1
68.84595
male
0
13
COPD
COPD/CHF/Cirrhosis
1
13
>$50k
0
11,347.469
8,073.2383
null
12
white
19.199219
20
0.85498
0.760986
1
0
0
no
0.99
0.95
no dnr
13
117
9.599609
112
18
36
266.625
null
0.399963
1
142
7.419922
null
null
null
0
0
no(M2 and SIP pres)
0
764
1
66.86694
male
1
18
ARF/MOSF w/Sepsis
ARF/MOSF
1
null
null
55
148,144.625
92,974.3125
null
52
black
46.296875
80
0.019997
0.004
9
0
0
no
null
null
no dnr
18
58
24.296875
114
27
37
166
null
30
5.699219
155
7.40918
null
null
null
null
null
<2 mo. follow-up
3.398926
18
1
39.93198
male
1
33
MOSF w/Malig
ARF/MOSF
1
12
null
0
202,703.625
137,771.25
null
36.5
white
33.796875
35
0.273987
0.165985
40
0
0
metastatic
0.1
0.001
dnr after sadm
31
90
1
114
16
38
148.875
2.5
3.799805
1.5
142
7.479492
null
null
null
null
0
<2 mo. follow-up
0
33
1
66.97894
male
0
92
ARF/MOSF w/Sepsis
ARF/MOSF
0
null
null
0
306,380.25
212,576.375
null
36.25
white
19.199219
28
0.813965
0.751953
14
0
0
no
null
null
no dnr
92
117
17.898438
80
28
38
233.3125
null
null
1.599854
133
7.449219
null
null
null
null
null
null
2.20459
1,873
0
75.59497
female
1
16
Lung Cancer
Cancer
1
10
null
0
13,365.695
10,269.4922
null
7
white
31.597656
20
0.287964
0.045998
1
0
0
metastatic
0.5
0.2
dnr after sadm
3
91
7.5
96
20
35
371.375
2.399902
0.399963
0.799927
140
7.339844
null
null
null
3
3
<2 mo. follow-up
3
16
1
61.00497
male
0
5
COPD
COPD/CHF/Cirrhosis
3
6
null
0
3,199.719
2,482.4902
null
7
white
17.398438
20
0.902954
0.836914
1
0
0
no
0.99
0.85
no dnr
5
128
6.699219
100
20
36.5
257.125
null
0.199982
1.099854
132
7.40918
null
null
null
null
null
no(M2 and SIP pres)
2.38916
550
1
75.65796
male
0
57
ARF/MOSF w/Sepsis
ARF/MOSF
1
14
$11-$25k
44
88,611.688
59,934.1875
null
22.25
white
18.898438
17
0.66394
0.566895
6
0
0
no
0.7
0.5
dnr after sadm
1
107
5.5
48
10
37.39844
323.3125
2.599609
null
0.899902
136
7.5
null
null
null
null
0
adl>=4 (>=5 if sur)
0
226
1
61.86697
male
1
8
MOSF w/Malig
ARF/MOSF
2
16
>$50k
0
74,204.75
51,113.4062
null
49.5
white
47.59375
73
0.029999
0.007999
38
0
0
yes
0
0
dnr after sadm
8
63
0.299988
146
17
36.69531
89.32812
null
null
2.799805
127
7.389648
null
null
null
null
0
<2 mo. follow-up
0
8
1
80.80194
male
1
44
ARF/MOSF w/Sepsis
ARF/MOSF
1
20
$25-$50k
55
133,353.125
88,074.3125
null
42
white
34
45
0.15799
0.076996
7
1
0
no
0.1
0.001
dnr after sadm
3
99
21.398438
110
10
36.59375
122.4375
2.399902
1.299805
5.899414
151
7.449219
null
null
null
null
0
<2 mo. follow-up
0
44
1
72.65198
male
1
3
Coma
Coma
1
null
null
100
20,842.734
14,142.6172
null
17
white
70.59375
78
0
0
4
0
0
no
null
null
dnr before sadm
-1
0
6.199219
0
0
38
312.5
null
null
2.599609
142
7.469727
null
null
null
null
null
<2 mo. follow-up
1.836426
3
1
47.39999
female
0
7
Colon Cancer
Cancer
1
15
>$50k
0
9,032.297
6,259.3008
null
6.5
white
15.398438
6
0.863892
0.695923
1
0
0
metastatic
null
null
no dnr
7
93
5.199219
68
24
37.39844
null
null
0.399963
0.5
140
null
null
null
null
0
0
no(M2 and SIP pres)
0
461
1
76.11499
female
0
6
CHF
COPD/CHF/Cirrhosis
3
10
under $11k
0
6,222.898
4,641.1328
null
10
black
20.796875
32
0.816895
0.702881
1
1
0
no
0.9
0.85
no dnr
6
102
6.699219
68
20
36.59375
508
null
null
3.199707
137
7.379883
null
null
null
0
1
no(M2 and SIP pres)
1
804
1
43.67999
male
0
5
Colon Cancer
Cancer
1
null
null
0
3,973.898
3,191.6055
null
11
white
13.099609
6
0.889893
0.75
1
0
0
metastatic
0.99
0.5
no dnr
5
95
7.099609
74
19
37.19531
null
null
null
1
138
null
null
null
null
null
null
null
1.622559
849
1
50.15997
female
1
89
CHF
COPD/CHF/Cirrhosis
2
16
$25-$50k
0
144,129.25
96,060.75
null
26.75
black
24.597656
40
0.855957
0.761963
1
0
0
no
0.8
0.6
dnr after sadm
88
79
10.099609
118
36
37.5
428.5625
3.199707
3.199707
1.199951
138
7.5
null
null
null
0
null
adl>=4 (>=5 if sur)
0.4948
89
1
63.80798
male
0
6
CHF
COPD/CHF/Cirrhosis
4
12
null
0
3,234.049
2,703.2148
null
11
white
14.5
9
0.910889
0.849976
1
0
0
no
null
null
no dnr
6
84
6.199219
90
20
36.79688
null
null
null
0.899902
141
null
null
null
null
0
1
no(M2 and SIP pres)
1
384
1
41.79599
female
1
3
ARF/MOSF w/Sepsis
ARF/MOSF
4
null
null
0
41,557.875
23,583.0469
null
68
black
79
90
0
0
1
0
0
no
0.3
0.25
no dnr
3
0
20.699219
0
0
39.69531
531
null
0.399963
7.099609
168
7.469727
null
null
null
0
null
<2 mo. follow-up
0.4948
3
1
49.94098
female
0
12
Colon Cancer
Cancer
1
14
>$50k
0
27,833.797
18,704.7812
null
21.5
white
17.296875
13
0.839966
0.648926
1
0
0
metastatic
1
1
no dnr
12
103
7.399414
118
8
36.5
370
3.599609
0.199982
0.899902
142
7.349609
null
null
null
0
0
no(M2 and SIP pres)
0
797
1
66.05096
female
0
5
Lung Cancer
Cancer
1
12
$25-$50k
0
4,287.848
2,880.5723
null
14
hispanic
15.898438
9
0.727905
0.454956
1
0
0
metastatic
1
0.8
no dnr
5
87
7.899414
60
20
36.39844
null
null
0.199982
0.799927
143
null
null
null
null
0
0
no(M2 and SIP pres)
0
284
1
63.82199
male
1
15
MOSF w/Malig
ARF/MOSF
3
11
$11-$25k
9
30,126.047
22,027.9531
null
25
white
23.5
33
0.608887
0.50293
1
0
0
metastatic
0.5
0.3
dnr after sadm
13
109
44.09375
110
34
35.89844
255.8125
3.199707
0.199982
0.799927
143
7.439453
null
null
null
null
1
<2 mo. follow-up
1
15
1
60.01599
male
1
4
MOSF w/Malig
ARF/MOSF
2
null
null
44
29,811.031
19,366.2188
null
53
white
50.398438
98
0.001
0
8
1
0
yes
0.01
0.000001
dnr after sadm
4
44
0.099991
180
12
37.29688
252.5
1.899902
4.699219
3.799805
153
7.289062
null
null
null
null
null
<2 mo. follow-up
2.475098
4
1
71.75598
male
0
16
ARF/MOSF w/Sepsis
ARF/MOSF
1
8
under $11k
9
59,008.219
39,635.0312
null
23.333328
black
27.597656
38
0.60791
0.501953
11
0
0
no
0.85
0.82
no dnr
16
63
24.796875
110
18
36.39844
170
2.599609
0.899902
2.099609
140
7.5
null
null
null
null
0
no(M2 and SIP pres)
0
270
1
39.34598
female
0
13
ARF/MOSF w/Sepsis
ARF/MOSF
1
12
under $11k
0
null
null
null
23
black
25.199219
36
0.856934
0.806885
2
0
0
no
0.75
0.7
no dnr
13
114
20
118
40
37
442.8125
null
2.299805
1.199951
146
7.429688
null
null
null
null
0
no(M2 and SIP pres)
0
1,856
0
66.22595
male
0
17
ARF/MOSF w/Sepsis
ARF/MOSF
0
17
null
0
34,187.938
24,100.2969
null
9.333328
white
25.296875
18
0.715942
0.628906
14
0
0
no
0.5
0.4
no dnr
17
108
8.798828
70
26
35.59375
142.84375
null
null
0.5
138
7.30957
null
null
null
null
6
adl>=4 (>=5 if sur)
6
708
1
29.55499
female
1
6
ARF/MOSF w/Sepsis
ARF/MOSF
1
12
$11-$25k
0
51,709.438
33,807.0938
null
59
black
48.5
74
0.349976
0.232971
10
0
0
no
0.05
0.000125
dnr after sadm
5
47
18.398438
112
30
35.89844
90
null
3.599609
5.799805
142
7.529297
null
null
null
null
2
<2 mo. follow-up
2
6
1
69.90594
male
0
5
Cirrhosis
COPD/CHF/Cirrhosis
2
9
$25-$50k
0
4,728.047
3,503.3516
null
14
white
17.898438
20
0.766968
0.629883
1
0
0
no
0.85
0.5
no dnr
5
81
9.199219
80
18
37.29688
null
3.199707
6.099609
1
140
null
null
null
null
0
0
no(M2 and SIP pres)
0
929
1
56.97998
male
0
18
MOSF w/Malig
ARF/MOSF
2
12
$11-$25k
0
29,052.234
19,552.2812
null
15.666664
white
26
38
0.644897
0.544922
2
0
0
yes
0.8
0.5
no dnr
18
89
100
90
36
38.79688
133.3125
null
null
1.599854
137
7.459961
null
null
null
0
0
adl>=4 (>=5 if sur)
0
127
1
57.81497
male
1
22
Lung Cancer
Cancer
1
10
$25-$50k
0
23,437.938
16,626.1875
null
11.666664
white
26
10
0.511963
0.190979
1
0
0
metastatic
0.1
0.001
dnr after sadm
11
88
19.097656
100
18
36
null
2.899902
0.199982
0.899902
136
null
null
null
null
1
0
<2 mo. follow-up
0
22
1
61.32498
male
0
10
MOSF w/Malig
ARF/MOSF
1
null
null
61
33,008.531
24,771.1094
null
29
white
19
22
0.488953
0.370972
1
0
0
metastatic
0
0
dnr after sadm
3
131
15.599609
48
8
37.29688
302.8125
2.699707
0.299988
1.299805
146
7.5
null
null
null
null
null
<2 mo. follow-up
2.858398
25
1
76.11798
male
0
11
CHF
COPD/CHF/Cirrhosis
3
12
$11-$25k
0
5,847.648
4,985.293
null
9
white
16.5
25
0.865967
0.778931
1
0
0
no
null
null
no dnr
11
97
4.199219
74
20
35.79688
null
4
2.099609
1.799805
140
null
null
null
null
0
0
no(M2 and SIP pres)
0
510
1
72.94995
female
1
14
ARF/MOSF w/Sepsis
ARF/MOSF
4
3
null
0
73,442.438
46,502.6562
null
36
black
19.296875
31
0.831909
0.773926
2
1
0
no
null
null
dnr after sadm
10
65
7.899414
110
8
37.89844
356.625
2.5
0.399963
1.799805
132
7.40918
null
null
null
null
0
<2 mo. follow-up
0
14
1
26.92699
male
1
35
ARF/MOSF w/Sepsis
ARF/MOSF
2
10
under $11k
0
141,803.25
94,806
null
34
other
40.195313
70
0.61499
0.509888
7
0
0
no
0.1
0.001
dnr after sadm
34
67
16.796875
140
36
37.5
130
2.799805
5.5
5.399414
134
7.289062
null
null
null
null
0
<2 mo. follow-up
0
35
1
77.05396
female
1
5
Coma
Coma
2
null
null
100
9,438.594
7,084.5703
null
25
black
18.898438
32
0.230988
0.165985
1
1
1
no
null
null
dnr after sadm
4
131
12.798828
112
10
39.09375
366.625
null
0.299988
0.799927
142
7.459961
null
null
null
null
null
<2 mo. follow-up
4.424805
5
1
71.52594
male
1
53
ARF/MOSF w/Sepsis
ARF/MOSF
4
7
$11-$25k
41
238,583.125
160,377.875
null
32.5
white
26.898438
38
0.442993
0.323975
43
1
0
no
1
1
dnr after sadm
48
80
6.299805
110
39
36.09375
287.5
2.5
0.399963
2
152
7.399414
null
null
null
null
0
<2 mo. follow-up
0
53
1
43.31799
male
0
6
Cirrhosis
COPD/CHF/Cirrhosis
0
16
$25-$50k
0
3,554.6
2,829.8418
null
9
white
26.199219
32
0.789917
0.662964
1
0
0
no
0.95
0.6
no dnr
6
103
8.5
76
20
36.69531
438.0625
3
6.099609
1.699951
126
7.40918
null
null
null
1
1
<2 mo. follow-up
1
19
1
63.12399
female
1
14
ARF/MOSF w/Sepsis
ARF/MOSF
0
12
null
44
80,263.875
54,229.2812
null
37.333313
white
27.398438
47
0.535889
0.420959
5
0
0
no
null
null
dnr after sadm
14
87
0.799927
76
10
36.59375
293.3125
2.5
null
7.399414
136
7.439453
null
null
null
null
0
<2 mo. follow-up
0
14
1
72.03595
female
0
23
ARF/MOSF w/Sepsis
ARF/MOSF
1
16
$25-$50k
0
null
null
null
10
white
23.097656
44
0.781982
0.710938
2
1
0
no
0.75
0.7
no dnr
23
123
11.699219
78
25
35.89844
310
null
null
2.099609
136
7.399414
null
null
null
0
0
no(M2 and SIP pres)
0
923
1
71.79199
female
1
7
MOSF w/Malig
ARF/MOSF
1
12
$11-$25k
61
48,463.688
32,859.2812
null
38.5
white
38.195313
67
0.008999
0.001
9
0
0
metastatic
null
null
dnr after sadm
6
63
7.099609
110
25
36
220
2.799805
15.298828
3.599609
130
7.449219
null
null
null
null
1
<2 mo. follow-up
1
7
1
65.97894
male
0
12
Lung Cancer
Cancer
2
7
null
0
13,066.297
9,421.9062
null
10
white
14.398438
13
0.754883
0.498962
1
0
0
metastatic
0.9
0.5
no dnr
12
105
7.799805
74
18
36.59375
null
null
0.299988
0.699951
141
null
null
null
null
0
0
no(M2 and SIP pres)
0
421
1
66.15698
male
0
3
Lung Cancer
Cancer
1
null
null
0
3,142.35
2,077.5918
null
8
white
16.097656
9
0.721924
0.44696
1
0
0
metastatic
null
null
no dnr
3
99
3.899902
88
20
36
null
null
0.199982
0.799927
135
null
null
null
null
null
null
null
1.993897
78
1
67.74298
male
0
8
CHF
COPD/CHF/Cirrhosis
2
18
$11-$25k
0
3,384.398
3,038.7207
null
7
white
17.699219
13
0.876953
0.794922
1
0
0
no
0.9
0.8
no dnr
8
93
6.399414
54
20
36.09375
null
null
0.799927
1.299805
140
null
null
null
null
0
0
null
0
1,530
1
58.48599
female
0
5
Lung Cancer
Cancer
1
null
null
0
3,006.998
2,284.6152
null
12
white
16.597656
15
0.730957
0.458984
1
0
0
metastatic
0
0
dnr after sadm
2
81
7.799805
100
16
38.09375
238.09375
null
0.5
0.599976
135
7.299805
null
null
null
null
null
null
2.708496
60
1
59.75098
male
0
245
ARF/MOSF w/Sepsis
ARF/MOSF
0
2
under $11k
37
405,592
275,511.75
null
49.5
white
18.796875
27
0.767944
0.692993
5
0
0
no
null
null
no dnr
245
98
9.298828
104
8
40
292.5
3.299805
null
1.399902
142
7.5
null
null
null
null
null
null
2.061035
1,846
0
87.52899
male
1
3
Coma
Coma
0
null
null
100
9,511.203
6,827.6094
null
27
black
71
74
0
0
1
0
0
no
0.05
0.000125
no dnr
3
0
9.298828
0
0
36.59375
260
4.199219
0.399963
2.299805
141
7.379883
null
null
null
null
null
<2 mo. follow-up
2.178223
3
1
43.09097
male
0
11
CHF
COPD/CHF/Cirrhosis
1
12
$11-$25k
0
9,515.945
7,197.6836
null
13
white
17
11
0.930908
0.881958
1
0
0
no
null
null
no dnr
11
101
9.199219
86
20
35.79688
819
null
1.399902
1.099854
135
7.489258
null
null
null
0
0
no(M2 and SIP pres)
0
1,358
1
76.06598
male
0
4
CHF
COPD/CHF/Cirrhosis
2
null
null
0
2,045.55
1,734.7861
null
7
white
22.5
35
0.791992
0.665894
1
0
0
no
null
null
no dnr
4
79
8.898438
64
16
35.59375
285.6875
null
null
2.599609
138
7.419922
null
null
null
null
null
null
2.812988
486
1
67.64398
male
0
6
Lung Cancer
Cancer
1
16
$25-$50k
0
6,064.5
3,969.1719
null
14
white
13.699219
11
0.762939
0.510986
1
0
0
metastatic
1
0.9
no dnr
6
93
9.699219
68
18
36.79688
null
null
0.299988
1
139
null
null
null
null
1
1
no(M2 and SIP pres)
1
172
1
56.06299
female
1
25
Cirrhosis
COPD/CHF/Cirrhosis
1
18
>$50k
0
141,836.875
94,576.6875
null
36.75
asian
24.097656
33
0.746948
0.601929
1
0
0
no
0.6
0.4
dnr after sadm
19
81
7
84
20
36.5
null
2.599609
21.5
1.299805
135
null
null
null
null
null
6
<2 mo. follow-up
6
25
1
77.01599
female
0
9
MOSF w/Malig
ARF/MOSF
2
null
null
0
null
null
null
21
white
23.898438
40
0.616943
0.511963
1
0
0
metastatic
null
null
no dnr
9
113
34.796875
110
10
36.79688
400
1.399902
null
1
131
7.429688
null
null
null
null
null
null
3.42334
1,844
0
45.67297
male
0
14
Cirrhosis
COPD/CHF/Cirrhosis
3
null
null
0
10,358.094
8,390.8359
null
8
white
14.798828
8
0.904907
0.839966
1
0
0
no
null
null
no dnr
14
85
4.399414
86
24
36.69531
374.9375
2.799805
0.799927
0.699951
141
7.389648
null
null
null
null
null
null
2.809082
346
1
74.29395
female
0
9
ARF/MOSF w/Sepsis
ARF/MOSF
4
7
under $11k
0
19,400.234
13,264.3281
null
25
white
20.199219
38
0.805908
0.741943
3
1
0
no
0.95
0.9
no dnr
9
67
25.097656
66
16
36.69531
194.28125
null
0.599976
1.599854
141
7.449219
null
null
null
0
5
no(M2 and SIP pres)
5
453
1
59.91498
male
0
28
MOSF w/Malig
ARF/MOSF
1
9
under $11k
0
51,688.625
36,456.1875
null
28.75
black
36.296875
102
0.269958
0.162994
2
0
0
metastatic
0.25
0.15
dnr after sadm
4
60
0.899902
200
35
39
277
2.299805
1.799805
3.699707
140
7.179688
null
null
null
0
0
null
0
301
1
73.57697
male
0
9
Colon Cancer
Cancer
1
24
>$50k
0
13,001.945
8,862.6719
null
15
white
19.199219
16
0.766968
0.517944
1
0
0
metastatic
null
null
no dnr
9
97
13.199219
66
12
36.69531
436
null
0.699951
0.799927
133
7.399414
null
null
null
null
null
null
2.433594
1,840
0
56.09598
female
0
66
CHF
COPD/CHF/Cirrhosis
3
9
under $11k
0
182,209.5
122,078.812
null
32
other
23.699219
22
0.846924
0.748901
1
0
0
no
null
null
no dnr
66
67
8
120
16
37.09375
356.625
null
1.5
0.899902
127
7.5
null
null
null
5
5
SIP>=30
5
1,826
0
49.43997
female
0
6
Colon Cancer
Cancer
1
16
>$50k
0
5,030.449
3,832.707
null
13
hispanic
15.099609
5
0.863892
0.696899
1
0
0
metastatic
0.8
0.5
no dnr
6
83
8.298828
72
18
36.39844
null
null
1
0.899902
135
null
null
null
null
null
0
no(M2 and SIP pres)
0
128
1
40.81598
male
0
207
CHF
COPD/CHF/Cirrhosis
3
16
$25-$50k
0
548,741.5
357,946.75
null
23
white
18.699219
17
0.92395
0.871948
1
0
0
no
0.15
0.1
no dnr
207
63
7.899414
114
16
36.79688
null
null
1.199951
1
135
null
null
null
null
0
0
SIP>=30
0
1,825
0
38.19299
male
0
24
Cirrhosis
COPD/CHF/Cirrhosis
1
14
$11-$25k
0
16,639.641
13,194.3906
null
7
white
30.296875
40
0.754883
0.611938
1
0
0
no
0.5
0.3
no dnr
24
89
4.899414
80
12
36.5
240
2.799805
5.599609
1.899902
123
7.5
null
null
null
2
0
SIP>=30
0
290
1
62.46997
male
1
13
CHF
COPD/CHF/Cirrhosis
2
10
$25-$50k
0
26,328.797
18,009.0938
null
31
white
19.796875
16
0.870972
0.785889
1
0
0
no
null
null
dnr after sadm
10
69
11.699219
80
20
36.79688
180
null
1.899902
1.099854
133
7.489258
null
null
null
null
3
<2 mo. follow-up
3
13
1
41.09799
male
0
8
Lung Cancer
Cancer
1
null
null
0
5,966.547
4,505.6875
null
6.5
white
25.597656
12
0.575928
0.254944
1
0
0
metastatic
0.9
0.6
no dnr
8
86
8.199219
116
24
38.09375
366.625
2.799805
0.599976
0.699951
138
7.459961
null
null
null
null
null
null
3.006348
91
1
73.81
male
0
14
COPD
COPD/CHF/Cirrhosis
3
null
null
9
17,738.891
13,056.7734
null
14.333328
black
22.699219
20
0.755981
0.613892
1
0
1
no
0.5
0.3
no dnr
14
113
6.699219
114
12
36.29688
228.5625
2.899902
null
0.899902
139
7.349609
null
null
null
null
null
null
5.594727
1,824
0
38.36298
male
0
9
ARF/MOSF w/Sepsis
ARF/MOSF
1
14
$25-$50k
0
15,814.742
12,230.4922
null
16
white
25.097656
53
0.869995
0.824951
1
1
0
no
0.9
0.85
no dnr
9
116
15.798828
82
26
36.5
176.65625
1.799805
0.299988
2.699707
137
7.5
null
null
null
0
0
no(M2 and SIP pres)
0
1,823
0
59.20099
male
1
7
ARF/MOSF w/Sepsis
ARF/MOSF
0
null
null
0
121,286.188
78,953.375
null
23
white
38.59375
50
0.40094
0.280945
39
0
0
no
0.05
0.000125
dnr after sadm
1
63
12.099609
122
36
35.79688
195.90625
null
null
2.5
124
7.489258
null
null
null
null
null
<2 mo. follow-up
2.017578
7
1
62.64999
male
1
18
ARF/MOSF w/Sepsis
ARF/MOSF
0
12
$25-$50k
0
null
null
null
46.333313
white
20
31
0.861938
0.813965
1
0
0
no
0.6
0.5
dnr after sadm
16
121
13.099609
110
20
38.59375
215.53125
null
0.399963
1.5
141
7.439453
null
null
null
null
0
<2 mo. follow-up
0
18
1
70.46997
female
0
7
COPD
COPD/CHF/Cirrhosis
3
6
null
0
5,841.199
4,553.0547
null
8
black
14.5
14
0.892944
0.821899
1
0
0
no
0.9
0.7
no dnr
7
83
11.398438
80
18
37
273.3125
null
null
1
141
7.139648
null
null
null
0
1
null
1
439
1
64.01099
female
0
4
COPD
COPD/CHF/Cirrhosis
1
12
under $11k
0
2,651.699
1,935.8984
null
11
white
15.699219
17
0.904907
0.840942
1
0
0
no
null
null
no dnr
4
63
4.5
80
22
36.19531
328.5625
3.399902
0.799927
0.899902
145
7.359375
null
null
null
4
6
no(M2 and SIP pres)
6
1,821
0
23.07999
male
0
6
ARF/MOSF w/Sepsis
ARF/MOSF
1
10
under $11k
100
12,763.844
9,594.2344
null
24
black
16.199219
17
0.809937
0.745972
1
0
0
no
null
null
no dnr
6
106
7
72
32
39
205.6875
null
0.299988
1
134
7.399414
null
null
null
null
null
no(M2 and SIP pres)
2.512695
1,820
0
75.58398
male
1
19
MOSF w/Malig
ARF/MOSF
1
null
null
0
91,257.875
62,239.5938
null
42
white
40.195313
80
0.14798
0.070999
11
0
0
yes
null
null
dnr after sadm
17
123
0.099991
124
37
38.5
410
null
5
4.799805
145
7.479492
null
null
null
null
0
<2 mo. follow-up
0
19
1
63.28
male
0
4
Lung Cancer
Cancer
1
12
$11-$25k
0
3,109.75
2,196.4746
null
3
white
16.097656
16
0.72998
0.458984
1
0
0
metastatic
0.7
0.5
no dnr
4
103
4.799805
100
20
36.29688
null
null
0.299988
1
139
null
null
null
null
0
0
no(M2 and SIP pres)
0
194
1
50.47198
female
0
31
ARF/MOSF w/Sepsis
ARF/MOSF
0
null
null
0
59,530.938
40,604.875
null
16.25
white
23.398438
28
0.846924
0.794922
2
0
0
no
0.8
0.8
no dnr
31
120
14.798828
124
32
39.09375
226.65625
null
null
0.699951
142
7.479492
null
null
null
null
null
null
2.425293
1,818
0
26.53499
female
1
3
MOSF w/Malig
ARF/MOSF
1
17
under $11k
37
43,313.031
27,733.25
null
33
white
69.6875
62
0
0
15
0
0
yes
null
null
dnr after sadm
1
0
50.09375
0
0
38.89844
252.5
2.099609
1.799805
0.899902
146
7.449219
null
null
null
null
0
<2 mo. follow-up
0
3
1
67.88794
male
0
12
COPD
COPD/CHF/Cirrhosis
2
8
null
26
34,118.438
23,141.9219
null
33
white
33.296875
42
0.417969
0.217987
1
0
0
yes
0.2
0.2
no dnr
12
121
14.798828
146
9
39.39844
150
2.599609
0.399963
0.599976
134
7.299805
null
null
null
null
0
<2 mo. follow-up
0
28
1
76.24896
male
1
29
COPD
COPD/CHF/Cirrhosis
3
12
under $11k
0
99,316.812
67,983.5
null
40.25
black
25.796875
42
0.708984
0.54895
1
1
0
no
0.8
0.8
no dnr
29
143
6.199219
180
12
36.59375
285.6875
2.299805
0.199982
1
138
7.389648
null
null
null
null
2
<2 mo. follow-up
2
29
1
60.28699
male
0
7
Lung Cancer
Cancer
3
6
>$50k
0
6,261.598
4,410.7773
null
7
white
20.597656
22
0.643921
0.335999
1
0
0
metastatic
0.8
0.5
no dnr
7
104
9.898438
72
26
38.29688
null
3
0.299988
1.399902
135
null
null
null
null
0
0
no(M2 and SIP pres)
0
99
1
49.26199
female
1
26
MOSF w/Malig
ARF/MOSF
2
16
>$50k
0
178,246.625
116,131.625
null
43
white
37.195313
40
0.263977
0.15799
16
0
0
yes
0.7
0.5
dnr after sadm
23
131
1.099854
138
29
39.89844
230
2.599609
6.799805
0.699951
134
7.429688
null
null
null
null
0
<2 mo. follow-up
0
26
1
62.26999
female
1
30
ARF/MOSF w/Sepsis
ARF/MOSF
0
18
$11-$25k
41
89,426.625
60,591.3438
null
31.5
black
36.59375
69
0.362
0.244995
1
0
0
no
0.2
0.15
no dnr
30
59
11.298828
124
45
39.09375
128.3125
2.699707
null
2.099609
158
7.459961
null
null
null
null
5
<2 mo. follow-up
5
30
1
62.004
female
0
10
Cirrhosis
COPD/CHF/Cirrhosis
2
null
null
0
14,802.898
10,652.4844
null
25
white
36.296875
37
0.391968
0.195984
1
0
0
no
null
null
no dnr
10
47
12.798828
64
16
34.69531
110.20312
2.099609
0.399963
0.699951
141
7.439453
null
null
null
null
null
null
3.069336
1,814
0
48.32898
male
0
3
COPD
COPD/CHF/Cirrhosis
3
null
null
0
3,862.049
2,818.4746
null
7
black
18.597656
31
0.929932
0.880981
1
0
0
no
null
null
no dnr
3
81
4.699219
80
28
36.79688
190.46875
3.199707
0.5
0.899902
142
7.279297
null
null
null
null
null
null
2.43457
638
1
70.23096
female
0
27
ARF/MOSF w/Sepsis
ARF/MOSF
1
14
under $11k
0
61,871.781
42,937.25
null
31
white
18.597656
27
0.8479
0.795898
2
0
0
no
0.85
0.85
no dnr
27
63
14.199219
72
24
36.69531
211.40625
null
null
1.5
136
7.419922
null
null
null
1
1
<2 mo. follow-up
1
51
1
66.297
female
0
6
Colon Cancer
Cancer
1
12
$11-$25k
0
5,967
4,048.7168
null
12
white
10.099609
6
0.889893
0.747925
1
0
0
metastatic
0.8
0.6
no dnr
6
97
7.299805
100
16
37.59375
null
4
0.299988
0.699951
141
null
null
null
null
0
null
no(M2 and SIP pres)
0.4948
317
1
69.62396
male
0
15
ARF/MOSF w/Sepsis
ARF/MOSF
0
16
>$50k
0
38,503.188
27,377.5
null
25
white
29.597656
41
0.655884
0.556885
3
0
0
no
0.5
0.25
no dnr
15
67
12.5
110
14
38.59375
120.40625
null
null
2.199707
144
7.509766
null
null
null
null
0
no(M2 and SIP pres)
0
143
1
54.409
male
0
3
CHF
COPD/CHF/Cirrhosis
3
14
>$50k
0
4,717.898
3,261.6523
null
11
white
13.798828
18
0.931885
0.883911
1
0
0
no
null
null
no dnr
3
78
6.5
84
18
36.79688
null
4.299805
4
0.699951
146
null
null
null
null
null
0
no(M2 and SIP pres)
0
1,812
0
52.03598
female
0
5
Colon Cancer
Cancer
1
21
null
0
4,229.547
2,943.043
null
13
white
19.597656
16
0.805908
0.585938
1
0
0
metastatic
0.9
0.5
no dnr
5
105
5.099609
120
20
39
null
null
0.5
0.599976
142
null
null
null
null
0
0
no(M2 and SIP pres)
0
387
1
63.33499
male
0
6
Colon Cancer
Cancer
1
8
$25-$50k
0
5,371.25
3,912.6953
null
9
white
28.398438
30
0.606934
0.290955
1
0
0
metastatic
0.9
0.6
no dnr
6
47
5.099609
60
12
35.09375
null
null
0.5
0.899902
140
null
null
null
null
null
0
no(M2 and SIP pres)
0
396
1
20.605
female
0
90
ARF/MOSF w/Sepsis
ARF/MOSF
0
12
null
0
152,497.25
102,769.375
null
29.25
black
30
39
0.852905
0.80188
2
0
0
no
0.95
0.95
no dnr
90
77
6.199219
40
8
36.19531
187.5
null
3.099609
2.099609
147
7.509766
null
null
null
null
0
null
0
92
1
62.52698
male
0
7
CHF
COPD/CHF/Cirrhosis
3
22
$25-$50k
0
2,618.5
2,440.3203
null
4.5
white
15.898438
22
0.903931
0.838989
1
0
0
no
0.9
0.8
no dnr
7
79
4.699219
70
18
36
null
null
0.899902
1.299805
141
null
null
null
null
0
0
no(M2 and SIP pres)
0
1,302
1
53.81
male
0
6
CHF
COPD/CHF/Cirrhosis
4
7
under $11k
0
4,520.699
3,556.5644
null
10
black
16.597656
11
0.915894
0.856934
1
0
0
no
null
null
no dnr
6
85
6
78
22
36.09375
368
null
1.5
1
133
7.459961
null
null
null
4
null
null
3.183199
589
1
42.24799
male
0
11
CHF
COPD/CHF/Cirrhosis
3
13
$11-$25k
0
18,666.984
13,877.7188
null
22.5
black
31.796875
38
0.789917
0.662964
1
0
0
no
0.8
0.6
no dnr
11
47
4.599609
112
28
35.39844
224
null
1.5
1
134
7.489258
null
null
null
5
0
null
0
201
1
52.13998
female
0
19
ARF/MOSF w/Sepsis
ARF/MOSF
6
14
under $11k
0
null
null
null
16.666656
white
27.296875
51
0.727905
0.643921
3
0
0
yes
0.9
0.85
no dnr
19
163
5.5
118
38
37.79688
245.6875
null
0.199982
5.299805
140
7.479492
null
null
null
null
6
no(M2 and SIP pres)
6
1,811
0
69.08398
male
1
7
ARF/MOSF w/Sepsis
ARF/MOSF
1
null
null
37
95,429.812
60,088.8125
null
42
black
30.199219
46
0.41095
0.291992
13
0
0
no
0.5
0.5
no dnr
7
76
27.199219
118
10
36.09375
363.3125
null
2.199707
2.399902
152
7.419922
null
null
null
null
null
<2 mo. follow-up
2.517578
7
1
63.35699
male
0
8
ARF/MOSF w/Sepsis
ARF/MOSF
1
null
null
0
15,985.195
11,313.6406
null
23.5
black
35.59375
55
0.586914
0.477966
1
0
0
no
null
null
no dnr
8
57
4
148
24
35.89844
352.375
null
1.899902
2.699707
132
7.439453
null
null
null
null
null
null
2.844238
89
1
83.24194
female
0
15
CHF
COPD/CHF/Cirrhosis
2
12
under $11k
0
16,066.695
12,339.7422
null
15.666664
black
23.597656
24
0.740967
0.592896
1
0
0
no
null
null
no dnr
15
83
5.799805
60
16
36
163.25
null
2.699707
1.5
140
7.359375
null
null
null
null
0
adl>=4 (>=5 if sur)
0
85
1
57.28699
female
0
22
Lung Cancer
Cancer
1
10
$11-$25k
0
23,456.391
16,489.7344
null
11
white
20.898438
21
0.644897
0.337952
1
0
0
metastatic
0.8
0.5
no dnr
22
76
9.199219
108
28
36.29688
319
null
0.699951
0.699951
143
7.399414
null
null
null
6
null
null
4.527397
322
1
46.65799
female
0
19
ARF/MOSF w/Sepsis
ARF/MOSF
0
9
null
44
39,171.875
28,236.4219
null
23
black
26.597656
50
0.661987
0.564941
4
0
0
no
0.9
0.9
no dnr
19
145
17.699219
110
32
38.59375
376.1875
null
1.099854
8.199219
132
7.419922
null
null
null
null
0
no(M2 and SIP pres)
0
1,806
0
42.935
male
1
7
Coma
Coma
0
null
null
100
21,663.938
14,849.8281
null
30.5
black
17.398438
12
0.569946
0.50293
3
0
0
no
null
null
no dnr
7
78
17
54
12
38
323.3125
null
null
0.799927
142
7.5
null
null
null
null
null
<2 mo. follow-up
2.086914
7
1
65.24597
male
0
9
MOSF w/Malig
ARF/MOSF
2
null
null
9
18,175.234
14,276.125
null
13
white
26.699219
25
0.522949
0.406982
1
0
0
metastatic
0.25
0.1
no dnr
9
103
14.898438
64
12
36.5
116
null
0.599976
0.699951
136
7.489258
null
null
null
null
null
<2 mo. follow-up
3.376953
15
1