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
101
32.99899
1
female
1
10
10
Cirrhosis
COPD/CHF/Cirrhosis
2
19
$25-$50k
9
88,720
46,155.375
null
39.5
other
45.195313
75
0.397949
0.200989
1
0
0
no
0
0
dnr after sadm
10
62
11.599609
130
8
36.59375
296.625
2
31
4.199219
127
7.389648
null
null
null
null
0
<2 mo. follow-up
0
102
72.39697
1
female
0
4
26
CHF
COPD/CHF/Cirrhosis
2
10
null
0
11,588
6,508.8789
null
6
black
20.699219
29
0.830933
0.723999
1
0
0
no
null
null
no dnr
4
115
6.599609
104
20
37.29688
460
null
null
2.299805
138
7.549805
null
null
null
null
1
<2 mo. follow-up
1
103
66.5
1
male
0
12
539
CHF
COPD/CHF/Cirrhosis
2
10
under $11k
0
29,870
16,443.3594
null
17.5
white
21.898438
29
0.834961
0.730957
1
0
0
no
0.25
0.75
no dnr
12
85
10.898438
88
16
36.39844
null
null
null
2.299805
133
null
null
null
null
2
0
no(M2 and SIP pres)
0
104
72.78296
1
male
0
24
153
CHF
COPD/CHF/Cirrhosis
3
13
null
0
45,798
26,877.8594
null
16.666656
white
30.398438
40
0.66394
0.48999
1
0
0
no
0.8
0.75
no dnr
24
65
13.5
105
26
39
132.5
2.899902
0.5
1.699951
139
7.519531
null
null
null
2
null
no(M2 and SIP pres)
1.839
105
61.56897
0
female
0
11
1,958
CHF
COPD/CHF/Cirrhosis
2
8
under $11k
0
22,040
13,137.5078
null
9
white
11.898438
26
0.930908
0.882935
1
0
0
no
1
0.9
no dnr
11
90
6.5
80
20
36
null
4.699219
1.099854
1.699951
134
null
null
null
null
1
1
no(M2 and SIP pres)
1
106
52.43298
1
female
0
8
53
Colon Cancer
Cancer
1
16
$11-$25k
0
12,161
6,753.2773
null
7
black
16.898438
10
0.839966
0.649902
1
0
0
metastatic
null
null
dnr after sadm
3
89
7.899414
46
20
36.79688
null
null
0.399963
0.899902
140
null
null
null
null
2
2
<2 mo. follow-up
2
107
66.93195
0
female
0
17
1,955
ARF/MOSF w/Sepsis
ARF/MOSF
1
12
under $11k
0
88,469
46,006.1562
null
18.666656
black
21.699219
55
0.755981
0.678955
4
0
0
yes
0.95
0.85
no dnr
17
141
22.296875
148
28
37.5
256.625
2.199707
0.799927
1.099854
142
7.459961
null
null
null
null
2
null
2
108
84.76697
1
female
0
8
128
COPD
COPD/CHF/Cirrhosis
1
16
under $11k
0
19,608
9,826.8906
null
14
white
21.699219
44
0.718994
0.56189
1
0
0
no
0.5
0.4
no dnr
8
70
11.5
75
50
36.5
200
null
null
0.799927
138
7.429688
null
null
null
1
7
adl>=4 (>=5 if sur)
7
109
80.172
1
male
0
6
1,730
CHF
COPD/CHF/Cirrhosis
2
8
$11-$25k
0
6,148
3,811.3106
null
9
white
17.296875
16
0.845947
0.747925
1
0
0
no
0.95
0.8
no dnr
6
83
15.898438
85
20
36
462.5
null
0.299988
1.299805
136
7.349609
null
null
null
0
null
no(M2 and SIP pres)
0.4948
110
79.96997
1
male
0
11
275
CHF
COPD/CHF/Cirrhosis
2
14
$11-$25k
0
17,554
10,868.0859
null
10
other
18
27
0.837891
0.734985
1
0
0
no
null
null
no dnr
11
69
11.199219
62
20
36.5
352.375
null
null
1.5
140
7.469727
null
null
null
0
null
null
0.4948
111
66.45599
0
male
0
12
1,952
CHF
COPD/CHF/Cirrhosis
1
16
null
0
25,668
14,813.8359
null
17.5
white
17.296875
11
0.883911
0.806885
1
0
0
no
null
null
no dnr
12
85
4.799805
70
20
36.39844
null
3.699707
1.199951
0.899902
129
null
null
null
null
0
0
null
0
112
58.116
1
female
1
4
4
ARF/MOSF w/Sepsis
ARF/MOSF
2
12
under $11k
0
33,960
16,787.625
null
46
white
37.898438
60
0.534912
0.419983
2
0
0
no
0.2
0.2
dnr after sadm
4
66
18.898438
130
30
37.69531
81.32812
2.299805
10.5
0.799927
143
7.459961
null
null
null
null
null
<2 mo. follow-up
2.756348
113
67.49097
0
male
0
24
1,951
ARF/MOSF w/Sepsis
ARF/MOSF
1
null
null
26
172,597
87,621.75
null
24.666656
white
28.898438
41
0.527954
0.412964
9
0
0
no
0.9
0.9
no dnr
24
100
18.296875
102
20
37.39844
156
4.799805
1.399902
5.799805
141
7.469727
null
null
null
null
null
null
2.750977
114
52.09
1
male
0
11
35
Cirrhosis
COPD/CHF/Cirrhosis
3
8
$11-$25k
0
13,414
8,930.6719
null
7.5
white
21.898438
34
0.805908
0.68689
1
0
0
no
0.9
0.8
no dnr
11
89
6.399414
92
20
37.39844
442.8125
2.199707
10.898438
1.199951
133
7.429688
null
null
null
5
1
<2 mo. follow-up
1
115
66.59296
1
male
0
5
49
CHF
COPD/CHF/Cirrhosis
1
8
$11-$25k
0
5,872
3,679.9609
null
7
black
13.798828
36
0.910889
0.849976
1
0
0
no
0.95
0.8
no dnr
5
76
6.5
84
24
36.39844
533.25
3.699707
3.399902
1.599854
139
7.479492
null
null
null
1
0
<2 mo. follow-up
0
116
56.13998
0
male
0
5
1,949
Cirrhosis
COPD/CHF/Cirrhosis
1
null
null
0
6,083
3,908.0156
null
11
white
16.796875
20
0.850952
0.753906
1
0
0
no
null
null
no dnr
5
109
5.399414
80
20
36.59375
null
3
1.099854
1.899902
139
null
null
null
null
null
null
null
2.0625
117
63.76199
1
male
0
11
48
Colon Cancer
Cancer
2
null
null
0
7,737
5,288.8438
null
5.5
white
13.699219
11
0.858887
0.684937
1
0
0
metastatic
0.1
0.001
dnr after sadm
1
104
7.799805
78
22
36.59375
null
null
null
null
137
null
null
null
null
null
null
<2 mo. follow-up
2.708008
118
39.73199
1
male
0
8
394
CHF
COPD/CHF/Cirrhosis
1
12
under $11k
0
16,616
9,458.5
null
13
black
18.5
16
0.92688
0.876953
1
0
0
no
0.5
0.5
no dnr
8
69
null
112
22
37.19531
null
null
null
1.399902
137
null
null
null
null
6
4
no(M2 and SIP pres)
4
119
60.40198
0
male
0
3
1,944
CHF
COPD/CHF/Cirrhosis
2
16
>$50k
0
9,381
5,027.7227
null
12
white
12
9
0.931885
0.884888
1
0
0
no
null
0.75
no dnr
3
80
9.099609
106
18
37
null
4.299805
0.899902
1.099854
137
null
null
null
null
0
0
null
0
120
57.771
1
male
0
9
1,745
Colon Cancer
Cancer
1
null
null
0
25,187
14,744.7969
null
6.5
other
5.5
20
0.928955
0.833984
1
0
0
metastatic
1
1
no dnr
9
111
9.298828
88
20
38
null
4.299805
0.899902
1.5
138
null
null
null
null
null
null
null
2.093262
121
48.07397
1
male
0
4
831
CHF
COPD/CHF/Cirrhosis
3
null
null
0
5,570
3,670.0703
null
9
other
19.097656
39
0.908936
0.846924
1
1
0
no
0.9
0.7
no dnr
4
69
8.199219
88
28
36.39844
255
null
null
1.699951
135
7.5
null
null
null
null
null
null
2.357422
122
76.68396
1
female
1
58
58
ARF/MOSF w/Sepsis
ARF/MOSF
1
12
null
26
229,314
109,920.375
null
29
black
25.296875
27
0.532959
0.417969
3
0
0
yes
null
null
dnr after sadm
44
84
24.796875
145
16
38.69531
150
null
0.299988
0.799927
138
7.509766
null
null
null
null
3
<2 mo. follow-up
3
123
78.35699
1
male
0
4
374
CHF
COPD/CHF/Cirrhosis
2
12
null
0
4,629
3,081.2656
null
7
black
21.398438
30
0.799927
0.67688
1
0
0
no
null
null
no dnr
4
60
8.599609
115
20
36
404.75
null
null
1.5
137
7.469727
null
null
null
0
1
no(M2 and SIP pres)
1
124
85.29999
1
male
1
4
4
ARF/MOSF w/Sepsis
ARF/MOSF
1
null
null
0
20,365
10,969.5312
null
18
white
24.296875
36
0.678955
0.584961
4
0
0
no
0.1
0.001
dnr after sadm
1
62
12.099609
64
36
36.89844
142.84375
2.599609
0.599976
1.299805
146
7.299805
null
null
null
null
null
<2 mo. follow-up
2.947266
125
62.47498
1
male
0
22
150
CHF
COPD/CHF/Cirrhosis
2
11
$11-$25k
0
68,367
36,036.9688
null
22.666656
white
28.398438
40
0.755981
0.61499
1
0
0
no
0.5
0.1
no dnr
22
55
11.298828
105
24
36.69531
null
3.299805
2.399902
1.5
125
null
null
null
null
1
0
no(M2 and SIP pres)
0
126
76.41296
1
female
0
4
449
CHF
COPD/CHF/Cirrhosis
2
6
null
0
4,386
2,759.834
null
8
black
21.199219
31
0.80896
0.691895
1
0
0
no
0.75
0.5
no dnr
4
113
3.199707
80
20
36.29688
null
3.099609
0.799927
2.199707
144
null
null
null
null
null
null
adl>=4 (>=5 if sur)
2.395996
127
45.11398
1
male
1
11
11
Lung Cancer
Cancer
1
null
null
9
13,100
7,766.0273
null
7.5
black
25.699219
11
0.518921
0.196991
1
0
0
metastatic
null
null
dnr after sadm
1
109
10.798828
98
18
36.39844
null
3.199707
null
0.599976
130
null
null
null
null
null
null
<2 mo. follow-up
3.758301
128
68.12598
1
female
0
5
460
Cirrhosis
COPD/CHF/Cirrhosis
2
null
null
0
6,992
4,581.8008
null
6
black
17.699219
20
0.779907
0.647949
1
0
0
no
null
null
no dnr
5
80
6.399414
80
16
37.19531
485.6875
2.5
3.399902
0.699951
133
7.459961
null
null
null
null
null
null
2.259277
129
82.17694
1
female
0
10
597
Lung Cancer
Cancer
1
15
$25-$50k
0
15,942
10,364.7812
null
13
white
4.5
17
0.862915
0.69397
1
0
0
metastatic
null
null
no dnr
10
90
17.296875
80
24
37.69531
null
4.399414
1
0.899902
140
null
null
null
null
0
null
no(M2 and SIP pres)
0.4948
130
41.87
0
male
0
15
1,935
Cirrhosis
COPD/CHF/Cirrhosis
3
null
>$50k
0
68,108
38,119.4688
null
23.333328
white
18.097656
17
0.875
0.792969
3
0
0
no
0.5
0.6
no dnr
15
95
18.296875
64
16
36.5
235
null
2.299805
1.099854
140
7.449219
null
null
null
0
0
no(M2 and SIP pres)
0
131
76.20795
1
female
0
3
23
Cirrhosis
COPD/CHF/Cirrhosis
2
11
under $11k
9
3,644
2,314.8516
null
5
black
21.5
29
0.611938
0.424988
1
1
0
no
0.2
0.008
no dnr
3
103
4.799805
90
20
37.69531
null
null
null
1.5
124
null
null
null
null
null
6
<2 mo. follow-up
6
132
60.04398
1
female
1
11
11
ARF/MOSF w/Sepsis
ARF/MOSF
1
12
under $11k
37
506,141
272,995.25
null
44
white
29.398438
42
0.467957
0.348999
60
0
0
no
0.5
0.25
no dnr
11
67
1.099854
82
26
37.39844
228.875
4
1.399902
2.099609
131
7.399414
null
null
null
null
2
<2 mo. follow-up
2
133
77.13898
1
male
1
12
12
ARF/MOSF w/Sepsis
ARF/MOSF
0
20
$11-$25k
0
159,553
81,082.1875
null
46
white
28.5
45
0.580933
0.470947
17
0
0
no
null
null
dnr after sadm
8
67
14.599609
94
24
36.19531
156.90625
null
1.799805
2.5
137
7.5
null
null
null
null
4
<2 mo. follow-up
4
134
72.96399
0
female
0
8
1,934
ARF/MOSF w/Sepsis
ARF/MOSF
0
13
$11-$25k
0
42,243
22,744.0781
null
23.5
white
29
26
0.625
0.521973
6
0
0
no
0.9
0.8
no dnr
8
56
3.899902
69
20
38.5
110
2.599609
null
0.599976
135
7.349609
null
null
null
4
3
adl>=4 (>=5 if sur)
3
135
59.40598
1
male
0
9
96
CHF
COPD/CHF/Cirrhosis
2
12
>$50k
0
19,852
11,541.8047
null
17.5
white
25.199219
53
0.817993
0.704956
1
0
0
no
0.85
0.75
no dnr
9
57
7.599609
114
28
36.5
null
4
1.099854
2.799805
135
null
null
null
null
0
0
adl>=4 (>=5 if sur)
0
136
72.83795
1
male
1
109
109
ARF/MOSF w/Sepsis
ARF/MOSF
1
null
null
26
740,010
357,918.75
null
47.5
white
29
43
0.490967
0.372986
9
0
0
no
null
null
dnr after sadm
67
67
11.599609
95
18
38.79688
140
2.699707
null
3.5
134
7.469727
null
null
null
null
null
Coma or Intub
2.823731
137
50.23099
0
female
0
13
1,933
ARF/MOSF w/Sepsis
ARF/MOSF
1
null
null
37
44,480
24,166.0312
null
19.5
white
20.5
19
0.789917
0.721924
3
0
0
no
0.95
0.9
no dnr
13
94
11.898438
97
38
39.19531
204.0625
null
null
1.099854
140
7.429688
null
null
null
null
null
null
3.461426
138
71.56195
1
female
0
8
817
Colon Cancer
Cancer
1
12
$25-$50k
0
15,051
8,141.4531
null
9
white
5.099609
14
0.920898
0.814941
1
0
0
metastatic
0.95
0.5
no dnr
8
137
15.398438
80
20
38.5
null
4.399414
null
0.699951
141
null
null
null
null
1
null
null
1.1669
139
71.90399
1
male
0
9
385
Colon Cancer
Cancer
1
10
null
0
24,612
14,901.6641
null
7.5
hispanic
13.199219
20
0.851929
0.671997
1
0
0
metastatic
0.95
0.857
no dnr
9
106
13.898438
88
20
36
null
3.899902
0.599976
1.299805
136
null
null
null
null
1
0
no(M2 and SIP pres)
0
140
44.62997
1
female
1
6
6
ARF/MOSF w/Sepsis
ARF/MOSF
1
null
null
9
40,418
20,818.8438
null
30
white
21.597656
35
0.873901
0.829956
1
0
0
no
null
null
no dnr
6
78
28.296875
122
16
38.69531
204.4375
4.199219
null
1
140
7.5
null
null
null
null
null
<2 mo. follow-up
2.363281
141
51.98398
1
female
0
12
588
Colon Cancer
Cancer
1
17
>$50k
0
29,303
16,406.4062
null
17
white
5.199219
12
0.934937
0.845947
1
0
0
metastatic
0.95
0.857
no dnr
12
95
13.898438
64
18
37.5
300
4.599609
1.099854
0.599976
137
7.469727
null
null
null
0
1
no(M2 and SIP pres)
1
142
53.82599
1
male
0
16
26
CHF
COPD/CHF/Cirrhosis
0
12
$25-$50k
0
24,587
14,452.7344
null
9
hispanic
22.597656
27
0.865967
0.777954
1
0
0
no
0.85
0.614
no dnr
16
63
8
96
18
35.89844
null
null
null
1.599854
129
null
null
null
null
null
null
<2 mo. follow-up
2.606445
143
50.431
1
male
1
6
6
MOSF w/Malig
ARF/MOSF
3
null
null
26
70,463
35,895.0938
null
47
white
43
78
0.068985
0.024998
4
0
0
yes
null
null
dnr after sadm
6
54
12.699219
136
32
36.89844
175
null
7.799805
2.699707
132
7.189453
null
null
null
null
null
<2 mo. follow-up
3.104492
144
31.69099
1
male
0
28
1,167
ARF/MOSF w/Sepsis
ARF/MOSF
1
14
$11-$25k
0
274,531
165,149
null
26.75
hispanic
34.09375
43
0.725952
0.641968
6
0
0
no
0.75
0.7
no dnr
28
140
13.398438
50
28
38.89844
167.5
3.899902
27.5
0.899902
137
7.5
null
null
null
0
0
no(M2 and SIP pres)
0
145
65.30896
1
female
0
25
866
COPD
COPD/CHF/Cirrhosis
1
12
under $11k
26
84,901
40,449.3125
null
16
white
21.898438
18
0.779907
0.647949
1
0
0
no
0.9
0.8
no dnr
25
99
14.599609
150
16
37.39844
348.5625
null
null
0.699951
136
7.469727
null
null
null
null
null
SIP>=30
3.000977
146
81.54095
1
male
0
15
91
CHF
COPD/CHF/Cirrhosis
3
12
$25-$50k
0
20,850
13,284.5781
null
10
white
28.5
27
0.580933
0.387939
1
0
1
yes
0.25
0.1
no dnr
15
84
65
61
20
37.19531
359.25
2.299805
null
1.799805
139
7.449219
null
null
null
null
6
null
6
147
66.39795
1
male
0
6
106
CHF
COPD/CHF/Cirrhosis
1
16
under $11k
0
17,247
10,426.7891
null
20
white
15.099609
35
0.901978
0.835938
1
0
0
no
null
0.7
no dnr
6
59
6.099609
54
18
36.59375
376.1875
4.199219
null
1.5
134
7.469727
null
null
null
0
0
no(M2 and SIP pres)
0
148
50.20099
1
male
1
34
34
ARF/MOSF w/Sepsis
ARF/MOSF
1
null
null
0
218,924
100,290
null
33.75
white
37.5
63
0.518921
0.402954
13
0
0
no
0.1
0.001
dnr after sadm
16
60
3.899902
145
27
37.69531
122.5
null
0.5
3.399902
134
7.229492
null
null
null
null
null
<2 mo. follow-up
2.536621
149
88.29797
1
male
0
29
623
CHF
COPD/CHF/Cirrhosis
2
8
null
0
63,639
39,865.0938
null
13.25
white
24.5
41
0.677979
0.506958
2
0
0
no
null
null
no dnr
29
72
11.199219
80
26
37.19531
180
null
null
2
131
7.479492
null
null
null
null
2
null
2
150
58.41498
1
female
0
23
217
Colon Cancer
Cancer
1
14
$25-$50k
0
58,940
26,872.9688
null
19.666656
white
13.798828
11
0.86499
0.697998
1
0
0
metastatic
0.9
0.75
no dnr
23
91
5.099609
88
24
37
null
null
1
1
138
null
null
null
null
null
null
null
2.505859
151
56.34998
1
female
0
15
74
Lung Cancer
Cancer
2
null
null
0
26,731
13,389.5703
null
14.333328
white
22.597656
39
0.606934
0.290955
1
0
0
metastatic
null
null
dnr after sadm
7
67
7.599609
140
36
39
216.65625
null
null
0.799927
135
7.459961
null
null
null
null
null
null
3.6875
152
71.69897
0
female
0
5
1,922
Colon Cancer
Cancer
0
19
null
0
5,319
3,470.7637
null
8
white
17.097656
18
0.802979
0.579956
1
0
0
metastatic
null
null
no dnr
5
68
5.299805
60
20
37
null
3.299805
0.599976
0.899902
143
null
null
null
null
0
null
no(M2 and SIP pres)
0.4948
153
32.13998
1
male
1
27
27
MOSF w/Malig
ARF/MOSF
2
null
null
0
256,835
123,820.938
null
33.25
other
55.195313
63
0.006
0.001
12
0
0
yes
0.1
0.001
no dnr
27
24
20.199219
145
30
38.69531
222.5
null
1
2.199707
125
7.349609
null
null
null
null
null
<2 mo. follow-up
2.214844
154
48.10999
1
female
0
26
41
Cirrhosis
COPD/CHF/Cirrhosis
2
2
$11-$25k
0
56,562
31,515.375
null
16.75
hispanic
27.796875
42
0.733887
0.583984
1
0
0
no
0.8
0.4
no dnr
26
77
4.799805
92
30
36.19531
null
null
17.796875
1
131
null
null
null
null
3
0
<2 mo. follow-up
0
155
76.383
0
male
0
11
1,921
Colon Cancer
Cancer
1
null
null
0
24,788
14,783.8203
null
15.5
other
6
16
0.909912
0.791992
1
0
0
metastatic
0.95
0.75
no dnr
11
82
5.5
62
18
37
390.4375
4.299805
0.5
1
134
7.389648
null
null
null
null
null
null
2.262207
156
57.81
1
male
1
23
23
ARF/MOSF w/Sepsis
ARF/MOSF
2
12
under $11k
26
125,797
58,915.1875
null
30
white
24.898438
36
0.747925
0.668945
1
0
0
no
0.4
0.3
dnr after sadm
8
113
20.597656
82
16
37
267.5
null
4.399414
2.699707
144
7.429688
null
null
null
null
0
<2 mo. follow-up
0
157
66.76794
1
female
0
11
657
Colon Cancer
Cancer
1
12
null
0
15,358
9,215.3125
null
9.5
white
14.398438
22
0.846924
0.661987
1
0
0
metastatic
null
null
no dnr
11
79
3.299805
87
19
36.5
null
null
0.5
1.299805
139
null
null
null
null
0
null
no(M2 and SIP pres)
0.4948
158
46.45898
1
male
0
7
414
Colon Cancer
Cancer
1
16
>$50k
0
21,906
12,927.0312
null
10
white
4
9
0.94397
0.86792
1
0
0
metastatic
0.95
0.75
no dnr
7
89
9.699219
80
20
37.5
null
4.299805
0.199982
1.099854
135
null
null
null
null
0
0
no(M2 and SIP pres)
0
159
64.34796
1
female
0
20
451
Colon Cancer
Cancer
1
12
$11-$25k
0
77,328
42,579.8125
null
16
white
13.298828
25
0.861938
0.691895
1
0
0
metastatic
0.9
0.75
no dnr
20
120
11.099609
112
28
38.79688
null
2.699707
0.699951
0.799927
138
null
null
null
null
0
1
no(M2 and SIP pres)
1
160
75.23596
1
female
0
12
539
Colon Cancer
Cancer
1
12
$11-$25k
0
26,189
14,225.7031
null
19.5
asian
5.099609
22
0.917969
0.80896
1
0
0
metastatic
0.95
0.75
no dnr
12
103
10.298828
90
20
37
628
4.399414
0.5
1.299805
137
7.289062
null
null
null
0
0
no(M2 and SIP pres)
0
161
74.60394
1
male
0
14
1,691
ARF/MOSF w/Sepsis
ARF/MOSF
3
10
null
0
58,853
31,826.5625
null
19.666656
white
25.097656
41
0.697998
0.606934
7
0
1
no
0.7
0.6
no dnr
14
157
14.699219
40
16
36
220
null
0.599976
1.799805
136
7.359375
null
null
null
null
null
null
4.647461
162
36.45999
0
female
0
33
1,913
Coma
Coma
0
null
null
61
201,322
112,886.875
null
30.75
white
30.398438
36
0.438965
0.365967
5
0
0
no
null
null
no dnr
33
110
16
123
34
39
104
5.699219
null
0.699951
139
7.5
null
null
null
null
null
null
2.36377
163
63.77298
1
male
1
21
21
ARF/MOSF w/Sepsis
ARF/MOSF
1
16
>$50k
26
89,043
47,001
null
24
white
28.398438
24
0.54895
0.434998
15
0
1
no
0.5
0.15
dnr after sadm
17
71
11.599609
96
32
38
128.5625
3.599609
0.5
0.799927
127
7.479492
null
null
null
null
null
<2 mo. follow-up
4.415039
164
65.70599
1
male
0
7
140
Colon Cancer
Cancer
1
18
$25-$50k
0
8,729
4,916.8086
null
9.5
hispanic
17.398438
20
0.809937
0.593994
1
0
0
metastatic
null
null
no dnr
7
84
10.5
81
20
37.89844
null
null
5
1.199951
138
null
null
null
null
0
0
no(M2 and SIP pres)
0
165
20.83199
1
male
1
3
3
MOSF w/Malig
ARF/MOSF
1
null
null
0
392,950
197,040.125
null
37
white
88.390625
106
0
0
63
0
0
yes
null
null
dnr after sadm
1
0
5.799805
0
0
37.79688
130
4
10.5
3.599609
132
7.279297
null
null
null
null
null
<2 mo. follow-up
1.141602
166
52.668
1
female
1
13
13
Coma
Coma
0
null
null
94
104,602
52,896.7812
null
37
white
19.097656
6
0.422974
0.349976
6
0
0
no
null
null
null
null
88
14.898438
72
12
36.19531
277.5
null
null
0.5
138
7.579102
null
null
null
null
null
<2 mo. follow-up
2.500977
167
75.36798
1
male
1
13
13
ARF/MOSF w/Sepsis
ARF/MOSF
1
null
null
26
125,256
64,887.8125
null
35
white
30.097656
73
0.44696
0.326965
8
1
0
no
0.05
0.000125
no dnr
13
63
12.898438
60
4
37.79688
166
null
1.099854
8.599609
132
7.469727
null
null
null
null
null
<2 mo. follow-up
2.930664
168
53.86697
0
male
0
4
1,909
CHF
COPD/CHF/Cirrhosis
2
18
null
0
20,923
12,116.0312
null
6
white
14.199219
25
0.92395
0.871948
2
0
0
no
null
null
no dnr
4
63
6.5
68
26
36
400
3.899902
0.099991
1.299805
139
7.459961
null
null
null
0
null
no(M2 and SIP pres)
0.4948
169
44.35898
1
male
0
5
543
CHF
COPD/CHF/Cirrhosis
3
12
$11-$25k
0
12,042
6,767.7578
null
12
white
21.796875
35
0.895996
0.825928
1
0
0
no
null
null
no dnr
5
69
9.5
136
20
36.39844
261.875
null
0.5
1.599854
137
7.419922
null
null
null
null
null
no(M2 and SIP pres)
2.432617
170
53.62097
1
female
0
34
58
Cirrhosis
COPD/CHF/Cirrhosis
2
12
null
0
279,530
180,716.375
null
21.75
white
17.898438
21
0.848999
0.751953
1
0
0
no
0.65
0.4
no dnr
34
76
6.5
88
18
37.19531
null
2.199707
1.5
1.099854
128
null
null
null
null
null
null
<2 mo. follow-up
2.432129
171
84.90295
1
female
0
7
1,227
Colon Cancer
Cancer
2
15
$11-$25k
0
9,291
5,748.9297
null
3.5
white
21
21
0.705933
0.422974
1
0
0
metastatic
0.8
0.5
no dnr
7
86
4.799805
80
20
36.29688
null
3.099609
0.699951
1.699951
141
null
null
null
null
0
null
no(M2 and SIP pres)
0.4948
172
70.83899
1
male
0
6
24
CHF
COPD/CHF/Cirrhosis
3
null
null
0
10,955
6,502.7344
null
11
white
25.199219
46
0.771973
0.636963
1
0
1
no
null
null
dnr after sadm
2
68
10
61
39
37.09375
383.625
null
null
3.299805
133
7.579102
null
null
null
null
null
<2 mo. follow-up
4.18457
173
70.06195
1
male
0
11
266
CHF
COPD/CHF/Cirrhosis
4
12
under $11k
0
15,687
10,228.8594
null
11
hispanic
24
43
0.793945
0.668945
1
1
0
no
0.85
0.7
no dnr
11
111
7.399414
80
16
35.89844
304.75
3.199707
1.399902
2.699707
134
7.479492
null
null
null
0
1
SIP>=30
1
174
37.71899
1
male
1
7
7
ARF/MOSF w/Sepsis
ARF/MOSF
0
13
null
26
268,805
132,976.5
null
48
white
37.59375
78
0.442993
0.323975
48
0
0
no
0.1
0.001
null
null
61
0.099991
140
45
39.09375
238
null
0.799927
2.799805
148
7.429688
null
null
null
null
1
<2 mo. follow-up
1
175
65.45697
1
female
1
19
19
Lung Cancer
Cancer
1
13
$11-$25k
0
41,397
23,832
null
12
black
14.398438
21
0.754883
0.497986
1
0
0
metastatic
0.45
0.2
dnr after sadm
17
90
18.898438
68
18
36.19531
285.6875
3.799805
0.699951
1
134
7.459961
null
null
null
0
5
<2 mo. follow-up
5
176
29.88399
1
female
0
33
34
ARF/MOSF w/Sepsis
ARF/MOSF
1
16
>$50k
26
223,581
103,008.562
null
28.75
white
34
30
0.550903
0.437988
9
0
0
yes
0.8
0.8
dnr after sadm
33
81
10.599609
118
20
38
95
2.599609
6
0.599976
135
7.389648
null
null
null
null
2
<2 mo. follow-up
2
177
87.521
1
female
0
90
1,530
ARF/MOSF w/Sepsis
ARF/MOSF
1
null
null
0
469,824
232,752.25
null
32.25
white
30.199219
54
0.47699
0.357971
12
0
0
no
null
null
no dnr
90
127
15.5
120
34
37.79688
75
2.099609
0.099991
1.199951
134
7.469727
null
null
null
null
null
null
3.319336
178
18.146
0
male
0
85
1,899
ARF/MOSF w/Sepsis
ARF/MOSF
2
12
$11-$25k
26
641,888
328,378.5
null
43.25
hispanic
40.195313
87
0.625977
0.522949
1
0
0
no
0.8
0.8
no dnr
85
44
2
142
27
37.19531
314.25
1.899902
0.299988
10.699219
134
7.349609
null
null
null
null
0
Coma or Intub
0
179
42.92398
1
male
1
20
20
ARF/MOSF w/Sepsis
ARF/MOSF
2
null
null
26
277,421
133,680.875
null
33
white
36.796875
70
0.426941
0.307983
54
0
0
no
null
null
dnr after sadm
9
63
32.59375
132
50
39.5
77.32812
2.099609
null
1.5
135
7.209961
null
null
null
null
null
<2 mo. follow-up
3.061035
180
37.396
1
female
1
17
17
Cirrhosis
COPD/CHF/Cirrhosis
3
13
$11-$25k
0
166,927
86,323.875
null
43.666657
black
26.5
51
0.730957
0.577881
5
0
0
yes
null
null
dnr after sadm
16
73
5.899414
120
24
37.09375
233.3125
null
null
3.199707
132
7.40918
null
null
null
null
null
<2 mo. follow-up
2.849121
181
63.46899
1
male
0
12
1,023
Colon Cancer
Cancer
1
null
null
0
29,732
16,300.9844
null
16.5
white
7.299805
23
0.912964
0.79895
1
0
0
metastatic
0.95
0.8
no dnr
12
124
5.399414
118
20
37.39844
313.3125
4.699219
0.799927
0.799927
133
7.419922
null
null
null
null
null
null
2.17627
182
53.57999
1
female
0
5
1,572
COPD
COPD/CHF/Cirrhosis
1
null
null
0
5,132
2,881.541
null
9
white
17.398438
31
0.92395
0.870972
1
0
0
no
null
null
no dnr
5
93
12.398438
92
12
36.59375
256
null
0.299988
1.099854
136
7.519531
null
null
null
null
null
null
2.358398
183
70.07495
1
male
0
20
324
CHF
COPD/CHF/Cirrhosis
1
11
$11-$25k
0
33,290
18,993.5312
null
12.333328
black
16.199219
22
0.884888
0.807983
1
0
0
no
null
null
no dnr
20
80
null
90
18
36.79688
null
4.099609
null
2
132
null
null
null
null
0
1
null
1
184
47.633
1
female
1
3
3
ARF/MOSF w/Sepsis
ARF/MOSF
1
null
null
0
138,674
71,315.3125
null
15
asian
70.09375
83
0
0
21
0
0
no
0.05
0.000125
dnr after sadm
2
25
4.5
125
10
36
167.34375
null
32.398438
3.599609
142
7.5
null
null
null
null
null
<2 mo. follow-up
1.694092
185
51.54797
1
male
0
37
466
ARF/MOSF w/Sepsis
ARF/MOSF
1
10
null
0
170,244
79,871.5
null
24
white
28.898438
32
0.659912
0.56189
10
0
0
yes
0.25
0.0156
no dnr
37
65
17.597656
126
29
37.89844
165
null
null
0.599976
132
7.469727
null
null
null
null
2
no(M2 and SIP pres)
2
186
90.83899
1
female
0
14
708
CHF
COPD/CHF/Cirrhosis
1
12
null
0
14,065
8,867.6719
null
8.333328
white
17.296875
28
0.80896
0.690918
1
0
0
no
0.5
0.25
dnr after sadm
1
100
10.898438
82
22
36.19531
210
null
null
1
145
7.519531
null
null
null
null
null
null
3.875977
187
35.625
1
female
1
3
3
ARF/MOSF w/Sepsis
ARF/MOSF
0
null
null
0
23,421
12,434.3672
null
39
black
50.296875
80
0.356995
0.23999
1
0
0
no
null
null
no dnr
3
25
19.796875
150
28
37.19531
309.5
null
null
2.5
135
7.15918
null
null
null
null
null
<2 mo. follow-up
2.098633
188
63.85999
1
female
1
5
5
Coma
Coma
0
null
null
94
47,424
25,078.2031
null
15
white
20.296875
22
0.280945
0.211975
5
0
0
no
null
null
null
null
139
8.298828
122
10
38.69531
350
null
null
0.699951
149
7.529297
null
null
null
null
null
<2 mo. follow-up
2.530762
189
67.04199
1
male
0
31
1,216
ARF/MOSF w/Sepsis
ARF/MOSF
1
10
$11-$25k
9
100,735
55,332.7812
null
13
white
20
35
0.790894
0.7229
7
0
0
no
0.98
0.95
no dnr
31
129
9.398438
125
36
38
272.5
3.199707
null
1
138
7.489258
null
null
null
null
0
adl>=4 (>=5 if sur)
0
190
61.16098
0
female
0
106
1,889
ARF/MOSF w/Sepsis
ARF/MOSF
2
12
null
9
970,982
39.496
null
38.25
white
30.597656
56
0.571899
0.460999
29
0
0
no
0.5
0.5
no dnr
106
66
14.699219
105
20
36.5
274
3.199707
6.099609
2.599609
134
7.40918
null
null
null
null
null
adl>=4 (>=5 if sur)
2.803711
191
77.13098
1
male
0
5
465
Lung Cancer
Cancer
3
null
null
0
29,403
5,321.5938
null
17
white
16.597656
33
0.687988
0.395996
1
0
0
metastatic
null
null
no dnr
5
62
5.599609
82
12
36.39844
276.1875
null
null
1.199951
135
7.429688
null
null
null
null
null
null
2.981445
192
19.14
0
male
0
56
1,889
CHF
COPD/CHF/Cirrhosis
1
12
$25-$50k
0
216,359
134,573.25
null
15.75
white
20.597656
21
0.944946
0.905884
1
0
0
no
null
null
no dnr
56
61
8.5
108
26
36.5
null
4.299805
1.099854
0.899902
125
null
null
null
null
0
0
no(M2 and SIP pres)
0
193
64.18097
1
male
0
11
683
Colon Cancer
Cancer
2
14
$11-$25k
0
26,311
13,976.2734
null
16.5
white
11.199219
21
0.881958
0.73291
1
1
0
metastatic
0.9
0.75
no dnr
11
100
9.298828
120
18
37.5
null
4.299805
1.099854
0.799927
133
null
null
null
null
1
0
no(M2 and SIP pres)
0
194
53.30298
0
female
0
9
1,887
Colon Cancer
Cancer
1
null
null
0
17,823
8,599.2031
null
10.5
white
20.5
12
0.789917
0.556885
1
0
0
metastatic
0.95
0.9
no dnr
9
89
10.199219
120
20
39.69531
null
null
0.399963
0.699951
138
null
null
null
null
2
null
no(M2 and SIP pres)
1.839
195
55.28799
1
female
0
9
91
CHF
COPD/CHF/Cirrhosis
2
13
null
0
19,419
11,965.4844
null
13
white
24.699219
38
0.799927
0.677979
1
0
0
yes
0.8
0.2
no dnr
9
59
5.799805
145
20
37
456.625
2.899902
0.799927
0.899902
133
7.369141
null
null
null
null
null
no(M2 and SIP pres)
3.123047
196
53.14697
1
male
0
6
1,162
CHF
COPD/CHF/Cirrhosis
2
14
null
0
16,552
9,827.4219
null
20
asian
10.5
23
0.948975
0.911987
1
0
0
no
0.8
0.4
no dnr
6
75
6.699219
72
18
36.09375
null
4.699219
2.799805
1.099854
136
null
null
null
null
0
0
no(M2 and SIP pres)
0
197
32.44098
1
male
0
281
386
ARF/MOSF w/Sepsis
ARF/MOSF
1
11
null
37
1,273,347
633,212
null
38.5
white
32.296875
44
0.569946
0.458984
58
0
0
no
0.3
0.3
no dnr
281
51
16.699219
96
30
37.39844
108.5625
2.399902
1
0.699951
143
7.509766
null
null
null
null
7
Coma or Intub
7
198
58.95999
0
female
0
26
1,882
ARF/MOSF w/Sepsis
ARF/MOSF
0
13
$25-$50k
9
207,902
121,042.438
null
23
white
23.398438
17
0.748901
0.669922
19
0
0
no
0.8
0.75
no dnr
26
115
6.199219
132
20
39.79688
326.625
null
null
0.599976
136
7.5
null
null
null
null
0
adl>=4 (>=5 if sur)
0
199
27.411
0
male
0
27
1,881
ARF/MOSF w/Sepsis
ARF/MOSF
1
null
null
26
122,322
63,008.5625
null
18.5
white
22
40
0.879883
0.837891
1
0
0
no
0.5
0.8
no dnr
27
78
27.597656
130
8
38.5
228
2.599609
1.599854
0.699951
137
7.529297
null
null
null
0
1
null
1
200
77.09497
1
male
0
9
248
CHF
COPD/CHF/Cirrhosis
2
16
>$50k
9
23,862
13,112.5312
null
17.5
white
22.097656
30
0.768921
0.631958
1
1
0
no
0.3
0.1
no dnr
9
93
11.599609
86
22
36.59375
null
null
null
3.399902
137
null
null
null
null
3
0
null
0