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
4,101
73.01599
1
female
1
19
19
ARF/MOSF w/Sepsis
ARF/MOSF
1
11
under $11k
41
101,109.75
64,730.2812
null
47
white
39.5
69
0.179993
0.092987
2
1
0
no
0.05
0.000125
dnr after sadm
18
54
12
116
10
38.5
182.84375
2.199707
7.5
4.199219
133
7.339844
null
null
null
null
0
<2 mo. follow-up
0
4,102
71.573
1
male
0
17
807
COPD
COPD/CHF/Cirrhosis
2
null
null
9
33,095.094
20,809.25
null
22
black
21.5
38
0.790894
0.664917
1
0
0
no
0.8
0.7
no dnr
17
80
7.299805
164
25
36.19531
352.8125
null
0.599976
1
137
7.599609
null
null
null
null
null
null
3.430176
4,103
61.81799
1
male
0
7
762
CHF
COPD/CHF/Cirrhosis
1
12
$11-$25k
0
16,462.984
11,815.6094
null
14
white
25.097656
35
0.810913
0.692993
1
0
0
no
0.75
0.75
no dnr
7
123
16.796875
134
28
36.29688
195.90625
null
0.099991
1.099854
134
7.509766
null
null
null
0
0
no(M2 and SIP pres)
0
4,104
71.63898
0
female
0
20
1,422
ARF/MOSF w/Sepsis
ARF/MOSF
0
null
$11-$25k
0
46,942.281
31,829.9219
null
27.666656
white
21.199219
33
0.823975
0.763916
1
0
0
no
null
null
no dnr
20
61
8.199219
104
12
36.19531
236.65625
null
0.599976
2.299805
142
7.469727
null
null
null
null
0
no(M2 and SIP pres)
0
4,105
80.78296
1
female
1
8
8
Coma
Coma
0
null
null
44
16,429.391
10,578.7656
null
22.5
black
20.699219
31
0.429993
0.355957
1
0
0
no
0.1
0.001
no dnr
8
119
21.597656
104
30
37.89844
316.625
4.299805
null
0.699951
142
7.429688
null
null
null
null
0
<2 mo. follow-up
0
4,106
64.92499
1
female
1
4
4
ARF/MOSF w/Sepsis
ARF/MOSF
2
null
$11-$25k
0
14,077.844
9,115.2031
null
37
black
30.699219
57
0.690918
0.598999
1
0
0
no
0.1
0.001
no dnr
4
60
16.097656
114
27
38.5
292
null
2.899902
8.599609
128
7.399414
null
null
null
null
null
<2 mo. follow-up
2.262695
4,107
65.19897
1
female
0
26
244
ARF/MOSF w/Sepsis
ARF/MOSF
0
14
null
0
78,598.625
50,603.0312
null
23.25
white
30.199219
47
0.615967
0.510986
13
0
0
no
null
null
no dnr
26
55
27.699219
124
24
37.89844
140
1.899902
1.099854
0.699951
146
7.419922
null
null
null
4
0
no(M2 and SIP pres)
0
4,108
69.99896
1
female
1
24
24
ARF/MOSF w/Sepsis
ARF/MOSF
0
11
under $11k
26
110,167.938
70,867
null
41
white
35.695313
52
0.295959
0.184998
14
0
0
no
0.5
0.5
dnr after sadm
22
65
10.798828
136
28
39.09375
60
1.5
1
0.5
133
7.459961
null
null
null
0
1
<2 mo. follow-up
1
4,109
72.849
1
male
0
27
105
COPD
COPD/CHF/Cirrhosis
3
null
null
0
73,245.688
49,878.3125
null
23.5
black
27
50
0.579956
0.386963
1
0
1
metastatic
0.4
0.4
no dnr
27
79
9.5
156
40
37.59375
217.84375
2.5
0.299988
1
139
7.439453
null
null
null
null
5
adl>=4 (>=5 if sur)
5
4,110
60.41898
1
male
1
38
38
ARF/MOSF w/Sepsis
ARF/MOSF
1
18
>$50k
0
316,291
198,929.125
null
35
white
21.699219
17
0.784912
0.714966
80
0
0
no
null
null
dnr after sadm
37
89
18
100
7
38.59375
276.625
null
0.099991
1.599854
129
7.449219
null
null
null
0
0
<2 mo. follow-up
0
4,111
43.93198
1
male
0
9
258
Lung Cancer
Cancer
1
10
null
0
null
null
null
10.5
white
13.298828
21
0.81189
0.596924
1
0
0
metastatic
null
null
no dnr
9
110
2.5
104
32
37.5
null
3.899902
0.099991
0.699951
142
null
null
null
null
5
5
SIP>=30
5
4,112
81.81799
1
female
0
7
17
Colon Cancer
Cancer
1
18
null
0
5,206.25
3,978.8965
null
8
white
26.398438
22
0.594971
0.27594
1
0
0
metastatic
0.5
0.1
no dnr
7
115
9.599609
74
22
35.79688
null
2.599609
0.699951
0.899902
144
null
null
null
null
null
6
<2 mo. follow-up
6
4,113
61.133
1
male
0
12
213
Lung Cancer
Cancer
1
16
$25-$50k
0
14,348.945
9,699.9844
null
14.5
white
25.398438
18
0.517944
0.195984
1
0
0
metastatic
null
null
no dnr
12
107
9.199219
64
10
36.5
371.375
2.799805
1.399902
1
136
7.399414
null
null
null
0
0
no(M2 and SIP pres)
0
4,114
57.58197
1
female
0
22
84
Lung Cancer
Cancer
1
9
null
0
19,568.297
14,059.5469
null
7.666664
white
21.199219
19
0.636963
0.327942
1
0
0
metastatic
0.6
0.2
no dnr
22
78
8.298828
116
20
36.59375
null
null
0.399963
0.599976
133
null
null
null
null
6
null
no(M2 and SIP pres)
4.527397
4,115
76.98798
1
male
0
37
92
ARF/MOSF w/Sepsis
ARF/MOSF
2
12
under $11k
26
103,783.375
69,377.75
null
28.25
white
31.597656
52
0.332947
0.217987
4
0
0
yes
0.5
0.5
no dnr
37
110
18.699219
140
40
38.39844
144.875
2.5
1
1.899902
150
7.429688
null
null
null
null
0
adl>=4 (>=5 if sur)
0
4,116
74.89697
1
female
0
9
167
COPD
COPD/CHF/Cirrhosis
4
9
$11-$25k
0
12,089.344
7,884.4219
null
10.5
white
22.398438
32
0.779907
0.647949
1
0
0
no
0.8
0.75
no dnr
9
105
13.798828
120
28
36.29688
311.0625
null
null
1.099854
138
7.40918
null
null
null
1
1
adl>=4 (>=5 if sur)
1
4,117
73.20197
0
female
0
19
1,415
ARF/MOSF w/Sepsis
ARF/MOSF
2
12
null
9
38,421.125
26,814.0312
null
18.333328
white
25
51
0.73291
0.650879
1
1
0
no
0.1
0.001
no dnr
19
141
7.699219
50
8
36.5
248
1.399902
1.099854
2.799805
158
7.429688
null
null
null
null
0
null
0
4,118
28.09299
1
male
0
5
180
Colon Cancer
Cancer
1
8
null
0
7,952.297
4,544.7227
null
11
white
17.398438
8
0.870972
0.708984
1
0
0
metastatic
0.8
0.5
no dnr
5
77
9.298828
80
20
36.59375
null
3.199707
null
0.899902
139
null
null
null
null
0
1
adl>=4 (>=5 if sur)
1
4,119
60.15298
1
male
0
14
205
Lung Cancer
Cancer
1
14
$11-$25k
0
17,149.938
11,558.3047
null
8.333328
white
10.798828
9
0.81897
0.609985
1
0
0
metastatic
0.5
0.4
no dnr
14
83
6.599609
86
20
38.39844
224.96875
3.699707
0.399963
0.699951
139
7.419922
null
null
null
0
0
no(M2 and SIP pres)
0
4,120
41.13898
1
male
0
5
89
Lung Cancer
Cancer
1
8
under $11k
0
4,330.859
2,927.4707
null
4
white
11.398438
5
0.840942
0.649902
1
0
0
metastatic
0.8
0.5
no dnr
5
87
null
80
24
36.69531
null
3.799805
0.199982
0.599976
141
null
null
null
null
0
null
null
0.4948
4,121
64.71497
1
male
0
6
1,029
Cirrhosis
COPD/CHF/Cirrhosis
2
12
$25-$50k
0
4,430.047
3,109.2207
null
7
white
17.097656
20
0.806885
0.688965
1
0
0
no
null
null
no dnr
6
70
10.398438
70
20
36.39844
null
2.599609
2.199707
0.899902
135
null
null
null
null
4
3
no(M2 and SIP pres)
3
4,122
30.33499
1
female
1
10
10
ARF/MOSF w/Sepsis
ARF/MOSF
1
12
>$50k
61
null
null
null
41.5
white
32.09375
58
0.546997
0.43396
4
0
0
no
null
null
dnr after sadm
9
140
6.5
156
26
38.59375
82.21875
null
2.699707
0.799927
145
7.269531
null
null
null
null
null
<2 mo. follow-up
2.725098
4,123
53.22098
1
female
1
109
109
ARF/MOSF w/Sepsis
ARF/MOSF
1
10
$25-$50k
0
530,330
338,627.25
null
47
white
23.199219
44
0.802979
0.737915
14
1
0
no
0.75
0.75
dnr after sadm
104
75
27.699219
96
12
37.89844
272
null
2.5
2.199707
134
7.439453
null
null
null
null
0
null
0
4,124
78.10498
1
female
1
30
30
ARF/MOSF w/Sepsis
ARF/MOSF
1
2
under $11k
0
73,564.562
49,620.125
null
15.25
white
27.296875
45
0.615967
0.510986
11
0
0
no
0.7
0.5
no dnr
30
63
18.5
120
28
37.39844
293.3125
null
null
2.5
135
7.379883
null
null
null
null
7
<2 mo. follow-up
7
4,125
69.04297
1
female
1
18
18
ARF/MOSF w/Sepsis
ARF/MOSF
2
7
null
26
86,513.75
56,714.1562
null
48.666657
white
29.199219
63
0.598999
0.491943
1
0
0
no
0.1
0.001
dnr after sadm
5
62
13.798828
66
39
36.59375
147.5
2.5
2.5
2.099609
145
7.169922
null
null
null
null
6
<2 mo. follow-up
6
4,126
26.519
0
female
0
17
1,410
ARF/MOSF w/Sepsis
ARF/MOSF
1
12
under $11k
0
32,705.891
21,617.4688
null
16.333328
black
34.09375
84
0.778931
0.707886
2
1
0
no
null
null
no dnr
17
145
49.695313
166
56
38.89844
132.625
1.5
2.799805
1.099854
132
7.429688
null
null
null
1
1
no(M2 and SIP pres)
1
4,127
64.52295
1
female
0
15
1,409
COPD
COPD/CHF/Cirrhosis
2
18
>$50k
0
14,548.125
9,736.9297
null
13.333328
white
11.798828
17
0.928955
0.878906
1
0
0
no
0.99
0.95
no dnr
15
73
3.899902
105
20
36.89844
260.8125
4.399414
0.299988
0.699951
141
7.389648
null
null
null
0
0
no(M2 and SIP pres)
0
4,128
71.79999
0
male
0
8
1,409
COPD
COPD/CHF/Cirrhosis
1
6
null
0
6,795.148
4,689
null
8.5
white
25.199219
32
0.755981
0.613892
1
0
0
no
0.75
0.6
no dnr
8
100
9.398438
110
22
36.29688
156
3.199707
0.099991
0.699951
141
7.359375
null
null
null
1
0
null
0
4,129
64.10095
1
male
1
8
8
ARF/MOSF w/Sepsis
ARF/MOSF
1
15
$11-$25k
0
45,839.344
27,262.6094
null
39.5
white
30.5
40
0.646973
0.546997
5
1
0
no
0.1
0.001
dnr after sadm
8
65
11.099609
64
24
35.29688
352
null
null
5.299805
128
7.339844
null
null
null
null
0
<2 mo. follow-up
0
4,130
74.36798
0
female
0
12
1,409
MOSF w/Malig
ARF/MOSF
1
null
under $11k
0
15,472.344
10,627.0859
null
19.5
black
21.699219
39
0.730957
0.647949
1
0
0
yes
0.95
0.9
no dnr
12
57
11.099609
70
28
36.69531
412
2.799805
0.899902
1.699951
143
7.339844
null
null
null
null
null
no(M2 and SIP pres)
2.503906
4,131
81.10297
1
male
0
21
615
Cirrhosis
COPD/CHF/Cirrhosis
1
null
null
0
20,806.703
16,225.6094
null
13.333328
white
16.898438
39
0.708984
0.54895
1
0
0
no
null
null
no dnr
21
100
3.799805
72
18
36.59375
228.5625
2.899902
2.099609
1.399902
148
7.449219
null
null
null
null
null
null
2.790527
4,132
56.64099
1
male
0
18
60
Lung Cancer
Cancer
1
12
null
0
21,573.094
14,371.5078
null
10
white
28.699219
17
0.439941
0.130981
1
0
0
metastatic
0.5
0.25
dnr after sadm
14
84
18
126
22
37
319
2.899902
null
0.699951
141
7.479492
null
null
null
0
0
null
0
4,133
47.21997
1
male
0
7
400
Colon Cancer
Cancer
1
16
>$50k
0
7,890.449
5,285.582
null
11
white
8.798828
7
0.917969
0.809937
1
0
0
metastatic
0.9
0.6
no dnr
7
80
4.299805
100
22
38.59375
null
4
0.299988
0.899902
142
null
null
null
null
null
0
no(M2 and SIP pres)
0
4,134
66.42297
1
female
0
11
109
Colon Cancer
Cancer
1
12
$11-$25k
0
6,924.148
5,220.8633
null
8.5
white
18.199219
13
0.797974
0.570923
1
0
0
metastatic
null
null
no dnr
11
87
6.299805
100
28
37.79688
447.5625
null
null
0.599976
139
7.569336
null
null
null
1
1
no(M2 and SIP pres)
1
4,135
61.07599
1
female
0
5
134
Colon Cancer
Cancer
1
12
under $11k
0
5,752.047
3,460.1836
null
10
white
12.199219
11
0.876953
0.7229
1
0
0
metastatic
0.9
0.5
no dnr
5
113
5.5
70
24
35.69531
null
3.899902
0.199982
0.699951
141
null
null
null
null
0
0
no(M2 and SIP pres)
0
4,136
47.35898
1
male
1
5
5
ARF/MOSF w/Sepsis
ARF/MOSF
0
14
null
0
31,451.266
18,780.1094
null
49
black
27.097656
51
0.822998
0.762939
1
0
0
no
0.5
0.5
no dnr
5
55
13.099609
124
30
40.69531
300
1.299805
0.099991
0.799927
136
7.439453
null
null
null
null
null
<2 mo. follow-up
1.888184
4,137
61.65598
1
female
1
10
10
MOSF w/Malig
ARF/MOSF
1
13
>$50k
44
68,828.75
42,445.4375
null
47.5
white
41.398438
87
0.028999
0.007
8
0
0
yes
null
null
dnr after sadm
9
110
0.199982
120
42
38.5
248
null
8.798828
2.899902
140
7.359375
null
null
null
null
0
<2 mo. follow-up
0
4,138
64.60797
1
female
0
5
93
Colon Cancer
Cancer
1
8
null
0
5,229.797
3,796.2519
null
7
black
19
21
0.789917
0.556885
1
0
0
metastatic
null
null
no dnr
5
81
10.599609
64
28
36.39844
352.375
null
1.399902
1.399902
139
7.5
null
null
null
0
null
no(M2 and SIP pres)
0.4948
4,139
80.37
1
male
1
87
87
ARF/MOSF w/Sepsis
ARF/MOSF
0
null
under $11k
0
null
null
null
39.25
white
43.898438
96
0.233978
0.132996
1
0
0
no
0.1
0.001
dnr after sadm
15
49
29.699219
80
36
34
146.65625
1.299805
2.699707
2.299805
153
7.469727
null
null
null
null
null
null
2.986816
4,140
70.74298
0
female
0
21
1,397
ARF/MOSF w/Sepsis
ARF/MOSF
1
13
null
26
93,786.312
58,329.4062
null
27
hispanic
30.398438
45
0.469971
0.350952
8
0
0
no
0.95
0.95
no dnr
21
62
12.798828
110
8
36.19531
383.3125
2.899902
5.299805
2.299805
147
7.419922
null
null
null
null
7
null
7
4,141
45.84497
0
male
0
10
1,396
ARF/MOSF w/Sepsis
ARF/MOSF
0
16
$25-$50k
0
17,144.141
12,614.4609
null
18
black
18
22
0.912964
0.881958
1
0
0
no
0.9
0.9
no dnr
10
101
18.699219
104
31
37.89844
246.65625
2.699707
0.199982
1
139
7.399414
null
null
null
0
0
no(M2 and SIP pres)
0
4,142
52.22998
1
female
1
4
4
Lung Cancer
Cancer
1
12
under $11k
100
6,356.336
4,161.4805
null
28
black
74.09375
72
0
0
1
0
0
metastatic
0.1
0.001
no dnr
4
0
18.5
0
0
38.69531
223.78125
null
null
0.699951
126
7.439453
null
null
null
null
null
<2 mo. follow-up
2.356934
4,143
47.16998
0
male
0
90
1,396
ARF/MOSF w/Sepsis
ARF/MOSF
0
null
null
0
163,735.875
111,310.188
null
20.5
black
20.097656
18
0.894897
0.85791
1
0
0
no
0.65
0.65
no dnr
90
137
9.699219
136
12
37.59375
360
null
0.899902
1.199951
134
7.439453
null
null
null
null
null
null
1.798096
4,144
53.18799
0
male
0
7
1,396
CHF
COPD/CHF/Cirrhosis
3
12
null
0
15,708.242
11,773.0078
null
7.5
white
15.699219
17
0.921997
0.86792
1
0
0
no
0.95
0.9
no dnr
7
82
5.799805
80
20
36.19531
432
null
0.599976
1.5
141
7.459961
null
null
null
2
1
no(M2 and SIP pres)
1
4,145
78.09198
1
female
0
6
303
CHF
COPD/CHF/Cirrhosis
2
7
under $11k
0
11,205.695
7,529.1602
null
29
black
25
42
0.74292
0.594971
1
1
0
no
0.7
0.7
no dnr
6
73
11.298828
130
25
36.89844
372
null
null
1.899902
141
7.459961
null
null
null
null
1
no(M2 and SIP pres)
1
4,146
70.47797
1
male
0
6
51
Colon Cancer
Cancer
1
null
null
0
6,633.75
4,108.207
null
9
black
24.898438
29
0.664917
0.363953
1
1
0
metastatic
0.7
0.1
no dnr
6
113
10.699219
80
28
36.39844
null
2.899902
2.399902
0.899902
138
null
null
null
null
0
0
<2 mo. follow-up
0
4,147
61.89999
1
male
1
106
106
ARF/MOSF w/Sepsis
ARF/MOSF
1
12
under $11k
0
null
null
null
23
white
38.296875
52
0.387939
0.269958
41
0
0
no
0.5
0.5
dnr after sadm
9
81
14.199219
124
33
35.09375
193.3125
3.399902
1.5
4.399414
130
7.479492
null
null
null
null
1
adl>=4 (>=5 if sur)
1
4,148
57.47299
1
female
0
18
222
Colon Cancer
Cancer
1
12
null
0
17,594.547
11,910.8281
null
7.666664
white
13.298828
15
0.871948
0.710938
1
0
0
metastatic
1
1
no dnr
18
74
10.5
84
20
37.59375
null
null
0.299988
0.899902
140
null
null
null
null
0
3
no(M2 and SIP pres)
3
4,149
39.93198
0
male
0
45
1,393
Coma
Coma
1
8
under $11k
44
93,780.188
60,261.5938
null
35.25
white
17.699219
17
0.812988
0.775879
1
0
0
no
0.3
0.2
dnr after sadm
10
72
16.296875
70
30
36.5
242.84375
null
0.199982
0.799927
144
7.459961
null
null
null
null
0
adl>=4 (>=5 if sur)
0
4,150
48.077
0
female
0
10
1,392
Cirrhosis
COPD/CHF/Cirrhosis
2
12
$11-$25k
0
9,770.945
6,952.6992
null
8.5
white
16.597656
27
0.882935
0.804932
1
0
0
no
0.8
0.7
no dnr
10
77
6
74
20
37.79688
null
2.299805
4.5
0.799927
136
null
null
null
null
7
7
no(M2 and SIP pres)
7
4,151
60.59399
1
female
1
7
7
MOSF w/Malig
ARF/MOSF
0
3
null
100
60,863.469
40,220.8438
null
22.5
white
48
68
0
0
26
0
0
yes
0
0
dnr after sadm
2
43
0.899902
114
12
40
298
null
5
1.699951
129
7.40918
null
null
null
null
3
<2 mo. follow-up
3
4,152
56.35898
0
female
0
16
1,391
MOSF w/Malig
ARF/MOSF
1
14
$25-$50k
0
28,776.484
19,103.0938
null
16.666656
white
31
73
0.43396
0.313965
2
0
0
metastatic
0.6
0.5
no dnr
16
60
6.699219
122
40
38.5
248
2.399902
2.599609
2.199707
127
7.399414
null
null
null
0
0
no(M2 and SIP pres)
0
4,153
84.69299
1
male
1
44
44
ARF/MOSF w/Sepsis
ARF/MOSF
1
16
null
44
94,629
66,053.125
null
20
black
28.097656
56
0.311951
0.198975
23
1
0
no
0.5
0.125
dnr after sadm
2
111
12.398438
60
3
36.5
217.125
2.899902
0.799927
3.099609
142
7.40918
null
null
null
null
5
<2 mo. follow-up
5
4,154
67.07196
1
male
0
4
94
Lung Cancer
Cancer
1
16
$25-$50k
0
1,635.75
1,285.1836
null
7
white
14
8
0.758911
0.504883
1
0
0
metastatic
0.8
0.6
no dnr
4
90
6.899414
72
22
36.69531
null
null
1.299805
1
141
null
null
null
null
0
0
no(M2 and SIP pres)
0
4,155
55.75897
0
female
0
12
1,390
ARF/MOSF w/Sepsis
ARF/MOSF
0
12
under $11k
0
54,305.781
32,730.2031
null
27.5
white
21.097656
21
0.85791
0.80896
2
0
0
no
0.99
0.99
no dnr
12
63
11.599609
114
6
38.09375
226.65625
null
1.699951
0.699951
144
7.359375
null
null
null
0
0
SIP>=30
0
4,156
67.77295
1
female
1
37
37
ARF/MOSF w/Sepsis
ARF/MOSF
3
11
under $11k
44
60,532.938
38,475
null
21
white
26.296875
36
0.600952
0.492981
1
1
0
no
null
null
no dnr
37
94
22
130
28
38.5
186.65625
null
0.799927
1.599854
135
7.329102
null
null
null
5
6
<2 mo. follow-up
6
4,157
69.95996
1
female
0
3
77
CHF
COPD/CHF/Cirrhosis
4
3
under $11k
0
1,672.449
1,343.5801
null
7
black
16.796875
25
0.878906
0.79895
1
1
0
no
0.9
0.5
no dnr
3
80
4.299805
64
28
36.5
366.625
null
null
1.299805
140
7.40918
null
null
null
null
null
no(M2 and SIP pres)
2.993164
4,158
65.39398
1
male
1
3
3
Coma
Coma
1
7
under $11k
100
14,855.242
9,849.8047
null
41
black
75.390625
80
0
0
1
0
0
no
0.05
0.000125
no dnr
3
0
9.398438
0
14
35.09375
187.5
1.799805
null
4.399414
143
7.329102
null
null
null
null
0
<2 mo. follow-up
0
4,159
78.92694
0
male
0
35
1,387
ARF/MOSF w/Sepsis
ARF/MOSF
1
null
null
37
59,747.969
40,751.8125
null
22.25
black
29.199219
62
0.434998
0.315979
3
0
0
no
null
null
dnr after sadm
6
65
15
64
26
36.69531
137.5
2.199707
0.299988
10.898438
129
7.399414
null
null
null
null
null
null
3.630371
4,160
76.65399
1
female
0
7
33
CHF
COPD/CHF/Cirrhosis
2
null
null
0
4,969.898
3,531.9766
null
10.5
white
21.097656
22
0.809937
0.691895
1
0
0
no
0.7
0.5
no dnr
7
71
11.699219
56
16
35.09375
400
null
null
1.199951
137
7.5
null
null
null
null
0
<2 mo. follow-up
0
4,161
57.05698
1
male
1
6
6
Lung Cancer
Cancer
1
null
null
0
8,189.148
5,071.8945
null
18
white
27.898438
20
0.461975
0.14798
1
0
0
metastatic
null
null
dnr after sadm
2
83
6.099609
114
28
36.39844
356.625
2.799805
0.299988
0.799927
139
7.299805
null
null
null
null
null
<2 mo. follow-up
2.410645
4,162
48.51999
0
male
0
81
1,385
ARF/MOSF w/Sepsis
ARF/MOSF
1
12
$25-$50k
0
322,828.75
205,589.25
null
48
white
34.398438
57
0.610962
0.504883
13
0
0
no
null
null
no dnr
81
54
15
124
28
39.39844
190
2.299805
1
2.399902
150
7.419922
null
null
null
null
7
adl>=4 (>=5 if sur)
7
4,163
61.71899
1
female
0
11
577
ARF/MOSF w/Sepsis
ARF/MOSF
1
12
$25-$50k
0
31,584.484
20,443.0781
null
19.5
white
23.699219
14
0.767944
0.69397
11
0
0
no
null
null
no dnr
11
101
11
124
23
36.29688
316.3125
2.899902
0.5
0.5
141
7.389648
null
null
null
0
0
no(M2 and SIP pres)
0
4,164
55.36798
1
female
0
28
108
CHF
COPD/CHF/Cirrhosis
3
13
under $11k
0
75,277.938
46,333.0625
null
29.5
white
19.796875
19
0.873901
0.790894
3
1
0
no
0.85
0.8
no dnr
28
82
5.899414
110
26
39
null
null
null
0.699951
137
null
null
null
null
null
1
adl>=4 (>=5 if sur)
1
4,165
50.17697
0
female
0
30
1,382
ARF/MOSF w/Sepsis
ARF/MOSF
0
16
$11-$25k
41
94,015.438
60,084.4062
null
26
black
19.796875
20
0.776978
0.704956
5
0
0
no
0.6
0.5
no dnr
30
130
20.199219
114
24
38.39844
250
3.899902
null
0.799927
137
7.419922
null
null
null
null
0
no(M2 and SIP pres)
0
4,166
34.15698
0
female
0
13
1,382
CHF
COPD/CHF/Cirrhosis
0
18
>$50k
0
31,092.484
21,191.4688
null
31
white
22.699219
20
0.910889
0.849976
1
0
0
no
null
null
no dnr
13
112
8.298828
110
26
36.79688
266.625
2.899902
0.899902
1
136
7.469727
null
null
null
1
1
null
1
4,167
50.62299
0
female
0
23
1,382
ARF/MOSF w/Sepsis
ARF/MOSF
1
10
$11-$25k
0
52,901.719
36,472.8125
null
27
white
18.398438
25
0.901978
0.866943
1
0
0
no
null
null
no dnr
23
114
7.199219
104
30
38.5
256.625
2
1.199951
0.599976
140
7.5
null
null
null
0
0
no(M2 and SIP pres)
0
4,168
69.81195
1
male
1
7
7
MOSF w/Malig
ARF/MOSF
1
0
under $11k
0
58,640.125
36,645.7812
null
41.5
white
34.695313
64
0.297974
0.186981
15
0
0
yes
null
null
dnr after sadm
6
109
0.5
174
29
40.19531
166
null
0.599976
0.799927
138
7.469727
null
null
null
null
0
<2 mo. follow-up
0
4,169
85.53894
0
male
0
21
1,379
MOSF w/Malig
ARF/MOSF
1
null
null
9
28,541.031
19,546.8594
null
12.333328
black
23.796875
24
0.56189
0.449951
7
0
0
yes
null
null
no dnr
21
93
11
80
26
36
146.9375
null
0.199982
1.299805
146
7.399414
null
null
null
4
2
no(M2 and SIP pres)
2
4,170
53.18799
1
male
0
101
285
ARF/MOSF w/Sepsis
ARF/MOSF
2
11
null
0
284,256.75
193,046.75
null
39
white
40.296875
43
0.526978
0.411987
1
0
0
no
null
null
no dnr
101
39
16
124
10
36.5
165.6875
2.699707
null
1.399902
148
7.449219
null
null
null
null
2
adl>=4 (>=5 if sur)
2
4,171
43.39499
0
female
0
17
1,379
MOSF w/Malig
ARF/MOSF
1
12
$25-$50k
9
68,084.312
44,917.2812
null
23.666656
white
28.398438
43
0.593994
0.485962
1
0
0
yes
null
null
no dnr
17
107
3
130
46
36
304.75
2.099609
null
1
140
7.449219
null
null
null
null
1
no(M2 and SIP pres)
1
4,172
65.90594
1
male
1
5
5
Cirrhosis
COPD/CHF/Cirrhosis
1
null
null
0
3,840.35
2,740.5918
null
13
white
36.195313
70
0.352966
0.162994
1
0
0
no
null
null
no dnr
5
73
8.099609
76
22
35.29688
457.125
1.799805
26.296875
3.5
130
7.419922
null
null
null
5
null
<2 mo. follow-up
3.855299
4,173
54.42798
0
male
0
46
1,378
ARF/MOSF w/Sepsis
ARF/MOSF
1
12
under $11k
26
149,515
97,945.25
null
24.5
black
26.097656
44
0.655884
0.556885
18
1
0
no
0.9
0.8
no dnr
46
102
16.296875
104
28
38.09375
150
1.699951
null
1.699951
146
7.389648
null
null
null
null
7
no(M2 and SIP pres)
7
4,174
54.754
0
female
0
19
1,378
CHF
COPD/CHF/Cirrhosis
3
10
$25-$50k
0
45,468.906
28,772.2188
null
25
black
18.597656
18
0.898926
0.830933
1
0
0
no
null
null
dnr after sadm
5
83
4.599609
74
36
36.09375
290
null
null
0.799927
134
7.479492
null
null
null
null
2
no(M2 and SIP pres)
2
4,175
79.55396
1
female
1
12
12
ARF/MOSF w/Sepsis
ARF/MOSF
0
12
$11-$25k
0
57,881.625
38,559.0312
null
28.5
white
31.796875
50
0.505981
0.388977
7
0
0
no
0.1
0.001
dnr after sadm
6
115
10.898438
180
36
36.79688
126.65625
null
null
1.699951
138
7.439453
null
null
null
null
0
<2 mo. follow-up
0
4,176
52.586
1
male
1
39
39
ARF/MOSF w/Sepsis
ARF/MOSF
1
12
$25-$50k
9
156,079.125
99,411.4375
null
17.75
white
30.199219
56
0.655884
0.556885
10
0
0
no
0.95
0.95
no dnr
39
60
28.5
156
32
36
476.1875
2.5
1.799805
2.199707
146
7.439453
null
null
null
null
0
<2 mo. follow-up
0
4,177
89.35199
0
female
0
18
1,377
COPD
COPD/CHF/Cirrhosis
3
14
$25-$50k
0
26,882.234
17,633.8281
null
20.666656
white
27.199219
37
0.544922
0.346985
1
0
0
no
null
null
no dnr
18
103
11.398438
124
28
36.19531
157.125
null
0.799927
1.299805
140
7.439453
null
null
null
null
4
no(M2 and SIP pres)
4
4,178
62.37598
1
male
1
28
28
MOSF w/Malig
ARF/MOSF
1
19
>$50k
0
88,716.75
55,218.75
null
23.5
white
29
49
0.492981
0.375
10
0
0
yes
null
null
dnr after sadm
22
61
0.099991
126
30
38.79688
256
null
0.799927
0.899902
138
7.479492
null
null
null
0
0
<2 mo. follow-up
0
4,179
72.45197
1
male
0
7
52
Lung Cancer
Cancer
1
12
$11-$25k
0
14,996.648
8,643.25
null
14.5
white
40.59375
40
0.080994
0.002
1
0
0
metastatic
null
null
no dnr
7
57
17.199219
146
24
35.69531
null
2.099609
0.199982
0.899902
137
null
null
null
null
null
2
<2 mo. follow-up
2
4,180
44.70599
0
male
0
14
1,375
ARF/MOSF w/Sepsis
ARF/MOSF
0
13
>$50k
0
54,420.094
32,991.3438
null
32
white
26
34
0.831909
0.775879
2
0
0
no
0.99
0.99
no dnr
14
67
12.5
74
5
36.59375
146.65625
null
null
1.399902
136
7.429688
null
null
null
null
0
no(M2 and SIP pres)
0
4,181
84.95294
1
female
1
5
5
MOSF w/Malig
ARF/MOSF
2
16
$11-$25k
44
43,507.656
27,881.4688
null
31
white
49.296875
96
0
0
17
0
0
yes
null
null
dnr after sadm
4
51
0.199982
140
27
39.09375
128.3125
2.599609
3.299805
3.299805
141
7.5
null
null
null
null
0
<2 mo. follow-up
0
4,182
40.82999
1
male
0
12
73
Cirrhosis
COPD/CHF/Cirrhosis
4
null
null
9
10,073.695
7,346.5
null
9
black
27.199219
40
0.763916
0.625
1
0
0
no
null
null
no dnr
12
83
13
108
20
36.29688
323.75
1.099854
13.5
1.199951
146
7.469727
null
null
null
null
null
null
3.671387
4,183
72.97998
0
male
0
19
1,365
ARF/MOSF w/Sepsis
ARF/MOSF
1
null
null
0
37,242.969
24,578.5469
null
22
black
33.695313
37
0.575928
0.465942
1
0
0
no
0.9
0.88
no dnr
19
87
10.699219
146
33
37
205.6875
3.099609
0.5
1.699951
121
7.389648
null
null
null
null
null
null
2.907715
4,184
63.74799
1
female
1
32
32
MOSF w/Malig
ARF/MOSF
1
12
null
0
null
null
null
21.25
white
33.5
63
0.278992
0.169983
8
0
0
metastatic
0.95
0.85
dnr after sadm
30
130
10.898438
136
32
39.19531
193.3125
2.199707
8.599609
1.899902
137
7.429688
null
null
null
null
0
<2 mo. follow-up
0
4,185
57.35498
0
male
0
39
1,364
ARF/MOSF w/Sepsis
ARF/MOSF
0
10
under $11k
37
104,662.625
67,909.6875
null
30.5
black
32.195313
64
0.542969
0.428955
1
0
0
no
null
null
no dnr
39
63
10.798828
126
24
38.89844
224
1.699951
16.097656
1.899902
149
7.389648
null
null
null
null
null
SIP>=30
2.34375
4,186
56.40198
1
male
1
15
15
Cirrhosis
COPD/CHF/Cirrhosis
3
14
>$50k
0
37,778.875
24,318.8906
null
27
white
20.699219
46
0.799927
0.677979
1
0
0
no
0.5
0.7
dnr after sadm
15
63
6.299805
68
26
36.39844
210
2.199707
5.099609
1
142
7.449219
null
null
null
0
0
<2 mo. follow-up
0
4,187
81.07599
1
male
0
27
30
ARF/MOSF w/Sepsis
ARF/MOSF
1
7
under $11k
9
40,158.719
27,819.7812
null
14.5
white
32.695313
41
0.429993
0.310974
6
0
0
no
null
null
dnr after sadm
9
47
12.5
42
25
36.29688
190
2.899902
null
1.199951
139
7.469727
null
null
null
null
4
<2 mo. follow-up
4
4,188
83.90997
1
female
0
9
307
COPD
COPD/CHF/Cirrhosis
1
14
$11-$25k
0
7,561.797
5,520.7109
null
14
white
19.398438
22
0.766968
0.628906
1
0
0
no
null
null
no dnr
9
108
7.699219
120
20
36.89844
390
null
0.399963
0.699951
143
7.219727
null
null
null
1
7
adl>=4 (>=5 if sur)
7
4,189
88.58899
0
female
0
17
1,359
COPD
COPD/CHF/Cirrhosis
2
12
null
0
null
null
null
14.666664
white
29.796875
45
0.380981
0.185974
10
0
0
no
0.5
0.5
dnr after sadm
3
69
13
64
35
34.79688
110.20312
null
null
1.199951
139
7.469727
null
null
null
null
0
SIP>=30
0
4,190
68.73395
1
male
1
6
6
ARF/MOSF w/Sepsis
ARF/MOSF
1
7
$11-$25k
26
34,104.062
21,455.3281
null
47
white
40.195313
72
0.28894
0.178986
1
1
0
no
0.05
0.000125
no dnr
6
46
10.099609
160
40
39.09375
112
2.699707
0.099991
1.799805
143
7.589844
null
null
null
null
null
<2 mo. follow-up
2.38916
4,191
39.01398
1
female
0
10
552
Colon Cancer
Cancer
1
16
$25-$50k
0
15,749.195
9,910.6797
null
13.5
hispanic
12.898438
5
0.896973
0.763916
1
0
0
metastatic
0.8
0.5
no dnr
10
85
9.398438
76
20
36.29688
null
3.799805
0.599976
0.599976
142
null
null
null
null
1
null
no(M2 and SIP pres)
1.1669
4,192
72.62695
0
male
0
48
1,358
Coma
Coma
0
6
under $11k
61
114,186.188
77,824.25
null
24
white
21.296875
17
0.317993
0.246979
7
0
0
no
0.6
0.55
no dnr
48
109
17.199219
56
28
37.5
316.625
null
null
0.799927
131
7.429688
null
null
null
null
1
adl>=4 (>=5 if sur)
1
4,193
65.32794
1
male
0
5
307
Lung Cancer
Cancer
1
17
>$50k
0
6,116.098
3,664.3906
null
10
white
14.699219
15
0.750977
0.490967
1
0
0
metastatic
null
null
no dnr
5
100
10
64
20
36.69531
null
null
0.5
1
139
null
null
null
null
0
0
no(M2 and SIP pres)
0
4,194
33.16898
0
male
0
24
1,355
Cirrhosis
COPD/CHF/Cirrhosis
2
null
null
0
49,249.938
31,747.3594
null
18.333328
white
34.296875
50
0.695923
0.530884
2
0
0
no
0.8
0.8
no dnr
24
44
5.399414
120
27
36.5
480.9375
2.5
1.199951
2.199707
141
7.449219
null
null
null
0
null
no(M2 and SIP pres)
0.4948
4,195
72.70398
1
male
0
21
207
ARF/MOSF w/Sepsis
ARF/MOSF
2
4
null
0
49,507.219
33,661.8125
null
26.333328
white
29
37
0.621948
0.517944
1
0
0
yes
0.3
0.15
dnr after sadm
10
132
21.796875
126
23
38.69531
110
2.299805
0.299988
0.699951
133
7.429688
null
null
null
null
0
no(M2 and SIP pres)
0
4,196
63.27399
1
female
0
5
201
Lung Cancer
Cancer
1
10
$25-$50k
0
5,416.098
3,314.0606
null
8
white
16.199219
15
0.727905
0.454956
1
0
0
metastatic
null
null
no dnr
5
96
11.898438
76
28
37.39844
null
null
0.299988
0.699951
141
null
null
null
null
1
1
no(M2 and SIP pres)
1
4,197
23.85199
1
male
1
7
7
ARF/MOSF w/Sepsis
ARF/MOSF
1
12
$11-$25k
100
67,589.312
43,827.4062
null
39
black
36.398438
68
0.268982
0.161987
4
0
0
no
0.2
0.1
no dnr
7
127
8.898438
160
36
35.39844
404
null
13.599609
1.399902
161
7.509766
null
null
null
null
1
<2 mo. follow-up
1
4,198
65.79297
1
male
0
4
31
Lung Cancer
Cancer
1
12
$11-$25k
0
5,295.699
3,165.8652
null
16
white
16.796875
22
0.710938
0.429993
1
0
0
metastatic
0.9
0.5
no dnr
4
77
21.199219
84
24
37.59375
null
null
0.699951
1.199951
132
null
null
null
null
null
null
<2 mo. follow-up
2.015625
4,199
76.18097
0
female
0
6
1,350
Colon Cancer
Cancer
1
13
under $11k
0
5,235.797
3,665.3242
null
10
white
16.5
15
0.803955
0.581909
1
0
0
metastatic
null
null
no dnr
6
100
3.099609
68
20
36.79688
null
3.299805
0.299988
0.799927
143
null
null
null
null
0
0
no(M2 and SIP pres)
0
4,200
53.13898
1
male
0
6
376
Lung Cancer
Cancer
1
12
null
0
3,427.949
2,561.9609
null
9
white
20.199219
13
0.671997
0.373962
1
0
0
metastatic
1
1
no dnr
6
110
9.898438
100
20
36.79688
null
null
null
0.399963
136
null
null
null
null
0
5
no(M2 and SIP pres)
5