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
76.67096
male
0
13
CHF
COPD/CHF/Cirrhosis
3
16
>$50k
0
30,798
17,669.5
16,483.1094
29
white
19.699219
27
0.827881
0.719971
1
0
0
no
0.2
0.1
no dnr
13
62
11.099609
110
42
39.29688
187.5
3
0.399963
2.899902
130
7.379883
234
64
1,190
0
0
no(M2 and SIP pres)
0
386
0
77.31396
male
0
16
MOSF w/Malig
ARF/MOSF
1
10
under $11k
0
58,339
35,670.3438
28,468.2969
33
white
49.59375
84
0.007
0.001
6
0
0
metastatic
0.3
0.1
no dnr
16
131
11.898438
160
27
39
222
null
0.5
1.199951
147
7.469727
127
26
1,239
5
6
no(M2 and SIP pres)
6
119
1
47.41098
male
0
4
MOSF w/Malig
ARF/MOSF
1
16
>$50k
0
19,594
null
null
41
white
34.5
67
0.463989
0.344971
1
0
0
yes
0.3
0.15
no dnr
4
55
3.5
150
22
39.39844
135.6875
2.399902
2.799805
1.199951
139
7.389648
106
17
4,420
null
null
null
1.923584
183
1
44.25998
male
0
44
ARF/MOSF w/Sepsis
ARF/MOSF
0
14
null
0
183,799
null
null
26.5
white
22.296875
18
0.849976
0.79895
8
0
0
no
0.95
0.95
no dnr
44
73
14.398438
70
6
38.59375
334
null
null
1
144
7.459961
126
16
1,715
null
null
no(M2 and SIP pres)
2.308106
387
0
29.517
male
1
9
ARF/MOSF w/Sepsis
ARF/MOSF
3
19
under $11k
0
72,789
null
null
47
white
37.195313
50
0.687988
0.594971
4
0
0
no
0.3
0.2
dnr after sadm
5
97
5.699219
100
20
38.89844
195.21875
null
null
1.599854
138
7.5
137
22
null
null
0
<2 mo. follow-up
0
9
1
41.90799
male
1
5
Cirrhosis
COPD/CHF/Cirrhosis
5
12
$25-$50k
0
23,213
null
null
51
white
40.5
52
0.487
0.284973
1
0
0
no
0.8
0.6
no dnr
5
80
10.298828
70
25
36.69531
96.65625
4.699219
0.399963
1.799805
139
7.399414
145
31
2,620
null
0
<2 mo. follow-up
0
5
1
72.56897
female
0
10
ARF/MOSF w/Sepsis
ARF/MOSF
3
12
under $11k
9
12,717
6,984.9648
6,486.97656
17
white
20.898438
25
0.803955
0.738892
1
0
1
no
0.5
0.3
dnr after sadm
1
72
7.299805
50
28
35.29688
508
3.399902
1.599854
0.899902
141
7.459961
160
28
1,420
null
null
adl>=4 (>=5 if sur)
4.986328
384
0
48.01898
male
0
5
Lung Cancer
Cancer
3
12
$25-$50k
0
23,905
12,403.8438
3,591.10938
14
white
17.199219
14
0.741943
0.477966
1
0
0
metastatic
null
null
no dnr
5
69
12.798828
80
24
39.09375
506.625
3.199707
0.799927
2
144
7.509766
245
47
3,110
0
0
no(M2 and SIP pres)
0
116
1
55.633
male
0
4
Lung Cancer
Cancer
2
12
$25-$50k
0
19,481
null
null
13
white
15.599609
10
0.754883
0.498962
1
0
0
metastatic
null
null
no dnr
4
116
6.199219
69
22
38.19531
376.625
5.5
null
1.099854
141
6.90918
106
6
8,175
0
null
no(M2 and SIP pres)
0.494751
384
0
43.20297
male
0
4
ARF/MOSF w/Sepsis
ARF/MOSF
0
9
$11-$25k
0
12,806
8,430.7344
7,213.02734
28
white
18.5
16
0.91394
0.882935
1
0
0
no
0.95
0.9
no dnr
4
73
5
80
16
36.79688
null
4.599609
0.899902
0.899902
140
null
111
14
1,100
0
null
null
0.494751
383
0
78.00098
female
1
14
ARF/MOSF w/Sepsis
ARF/MOSF
0
12
null
0
56,931
null
null
27
white
27.5
30
0.638916
0.537964
5
0
0
no
0.5
0.25
dnr after sadm
7
103
7
80
30
38.89844
128.3125
3.699707
null
0.799927
137
7.319336
98
9
2,400
null
0
<2 mo. follow-up
0
14
1
77.61298
male
0
11
COPD
COPD/CHF/Cirrhosis
4
8
under $11k
0
26,894
17,784.5312
16,116.2969
18
black
15.5
10
0.81897
0.705933
1
0
0
yes
0.9
0.8
no dnr
11
51
39.398438
80
20
37
121.65625
null
null
1.699951
144
7.479492
96
50
700
0
0
no(M2 and SIP pres)
0
379
0
69.24799
female
1
5
ARF/MOSF w/Sepsis
ARF/MOSF
2
12
null
0
19,191
13,670.2812
11,447.1875
24
white
22.199219
23
0.817993
0.755981
1
0
0
no
0.01
0.01
dnr after sadm
5
70
12.898438
114
28
38.09375
304.75
3.099609
0.899902
0.699951
131
7.349609
189
13
null
null
null
<2 mo. follow-up
2.12793
5
1
59.44699
male
0
5
Cirrhosis
COPD/CHF/Cirrhosis
3
12
$25-$50k
0
4,928
null
null
6
white
22.5
18
0.753906
0.611938
1
1
0
no
0.9
0.75
no dnr
5
100
null
70
20
36.69531
null
null
null
0.699951
139
null
144
7
null
0
0
no(M2 and SIP pres)
0
334
1
86.13599
male
0
26
ARF/MOSF w/Sepsis
ARF/MOSF
1
12
null
0
59,443
42,862.625
34,750.9375
23.75
white
40.796875
54
0.282959
0.173981
1
0
0
no
0.4
0.3
no dnr
26
60
7.899414
130
26
38
353.3125
null
null
6.199219
134
7.389648
80
43
0
0
0
<2 mo. follow-up
0
40
1
71.56195
female
1
11
COPD
COPD/CHF/Cirrhosis
3
12
null
41
31,438
23,215.6094
18,722.25
32.5
white
25.5
49
0.598999
0.408997
1
0
0
no
0.5
0.7
dnr after sadm
5
107
9.699219
70
20
36.09375
238.09375
null
null
6.099609
142
7.349609
124
68
null
null
6
<2 mo. follow-up
6
11
1
81.91895
male
1
6
ARF/MOSF w/Sepsis
ARF/MOSF
4
null
null
0
12,394
8,817.6406
6,931.17969
27
white
43.695313
68
0.154999
0.074997
1
1
0
yes
0.1
0.01
dnr before sadm
-1
70
10.898438
92
50
37.09375
null
null
null
0.599976
136
null
81
6
700
null
null
<2 mo. follow-up
3.209473
6
1
86.80896
female
1
50
ARF/MOSF w/Sepsis
ARF/MOSF
0
8
$11-$25k
0
222,569
null
null
35.5
white
25.5
52
0.691895
0.600952
1
0
0
no
0.8
0.6
dnr after sadm
39
80
4.599609
80
20
36.09375
null
3.799805
0.599976
1.5
138
null
83
20
1
0
0
<2 mo. follow-up
0
50
1
52.76398
male
1
9
MOSF w/Malig
ARF/MOSF
1
10
null
0
38,836
28,903.2031
22,790.8125
45
white
30
54
0.578979
0.468994
1
0
0
yes
0.05
0.01
dnr after sadm
4
106
10.099609
62
54
38.19531
217.5
1
null
1.699951
139
7.389648
95
38
500
null
0
<2 mo. follow-up
0
9
1
77.42896
male
0
8
CHF
COPD/CHF/Cirrhosis
5
9
under $11k
0
9,491
5,027
4,679.55859
7.5
white
16.699219
29
0.860962
0.769897
1
1
0
no
0.9
0.8
no dnr
8
67
21.398438
60
20
36.09375
319
null
0.199982
0.699951
142
7.479492
498
32
2,100
1
0
no(M2 and SIP pres)
0
179
1
74.72998
female
1
9
ARF/MOSF w/Sepsis
ARF/MOSF
4
null
null
9
24,127
21,646.7188
16,400.8594
32
white
31.699219
76
0.577881
0.467957
1
1
0
no
0
0
dnr after sadm
2
53
5.699219
60
20
35.59375
266.625
3.699707
1.699951
1.799805
144
7.449219
166
92
null
null
null
<2 mo. follow-up
3.767578
9
1
84.745
male
0
18
ARF/MOSF w/Sepsis
ARF/MOSF
1
10
null
0
32,357
19,647.4688
19,541.6406
18.666656
white
25.296875
29
0.705933
0.61792
1
0
0
no
0.6
0.5
no dnr
18
122
13.298828
157
38
36.09375
285
null
0.699951
0.799927
137
7.299805
209
23
750
0
1
no(M2 and SIP pres)
1
107
1
88.19397
female
0
13
ARF/MOSF w/Sepsis
ARF/MOSF
3
12
$25-$50k
9
19,104
13,220.2812
11,556.3984
11
white
25
45
0.660889
0.562988
1
0
1
no
0.8
0.7
dnr after sadm
3
107
8.5
68
24
38.5
275
3.599609
0.699951
1
137
7.359375
284
16
1,285
null
3
no(M2 and SIP pres)
3
356
0
67.02295
female
0
53
MOSF w/Malig
ARF/MOSF
0
13
null
9
159,022
null
null
19.75
white
30.5
42
0.356995
0.23999
45
0
0
yes
0.7
0.3
dnr after sadm
20
60
14.599609
61
8
38.29688
80
null
null
1.799805
146
7.349609
121
26
3,765
2
1
SIP>=30
1
104
1
47.45798
male
0
7
CHF
COPD/CHF/Cirrhosis
6
10
under $11k
0
17,973
10,558.2734
9,141.5
7.5
white
23.699219
38
0.872925
0.78894
1
0
0
no
1
1
no dnr
7
79
24.597656
71
18
35.59375
362
2.099609
6.599609
1.5
152
7.419922
561
45
3,585
0
0
no(M2 and SIP pres)
0
238
1
76.87097
male
0
6
CHF
COPD/CHF/Cirrhosis
3
18
$11-$25k
0
5,444
3,222.0918
3,093.62891
7
white
21.597656
26
0.80188
0.680908
1
1
0
no
0.9
0.8
no dnr
6
113
30.699219
80
16
36.19531
170
null
29.097656
7.199219
136
7.339844
85
118
185
1
null
no(M2 and SIP pres)
1.166748
352
0
73.92694
female
0
8
ARF/MOSF w/Sepsis
ARF/MOSF
1
14
$11-$25k
9
21,820
13,192.5547
14,935.5547
16.5
hispanic
15.699219
18
0.862915
0.815918
1
0
0
no
0.99
0.99
no dnr
8
103
9.298828
60
20
37.79688
null
null
null
1.699951
141
null
104
23
5,200
0
3
no(M2 and SIP pres)
3
351
0
62.89099
female
0
4
COPD
COPD/CHF/Cirrhosis
6
12
under $11k
0
4,700
2,471.3027
2,245.6582
6
white
14
13
0.899902
0.831909
1
1
0
yes
0.9
0.5
dnr before sadm
-1
43
4.899414
64
26
37.69531
176.65625
null
null
1.799805
135
7.439453
76
33
525
6
null
SIP>=30
4.527344
348
0
83.72296
male
0
8
CHF
COPD/CHF/Cirrhosis
5
null
under $11k
0
11,448
5,841.5977
4,862.32812
8.5
white
18.898438
26
0.768921
0.632935
1
0
0
yes
0.95
0.5
no dnr
8
80
9.398438
50
20
36.09375
null
null
null
1.5
142
null
76
31
1,450
0
0
null
0
347
0
73.15796
male
1
17
Lung Cancer
Cancer
1
8
$11-$25k
9
30,549
15,945.3047
15,568.4141
13.333328
white
20.097656
9
0.578979
0.258972
1
0
0
metastatic
0.5
0.3
dnr after sadm
14
100
17.199219
130
40
35.89844
131.65625
2.099609
null
0.799927
137
7.5
178
22
700
2
1
<2 mo. follow-up
1
17
1
97.59595
male
0
5
CHF
COPD/CHF/Cirrhosis
2
20
>$50k
0
6,900
3,685.7031
3,522.57812
11
white
15.199219
26
0.767944
0.630981
1
0
0
yes
0.5
0.3
dnr after sadm
1
130
4.399414
80
20
37.79688
null
null
null
5.199219
143
null
118
50
950
null
null
adl>=4 (>=5 if sur)
4.043945
247
1
84.67596
female
0
29
ARF/MOSF w/Sepsis
ARF/MOSF
0
16
$11-$25k
0
123,202
null
null
26
white
21.796875
36
0.75293
0.674927
2
0
0
no
0.7
0.7
no dnr
29
113
14.898438
80
25
36.09375
138.3125
null
null
3.799805
145
7.439453
117
72
950
2
0
no(M2 and SIP pres)
0
344
0
81.06995
female
1
5
ARF/MOSF w/Sepsis
ARF/MOSF
2
16
$25-$50k
9
29,290.906
16,614.9375
null
40
white
31.398438
61
0.349976
0.232971
13
0
0
yes
0.05
0.000125
dnr before sadm
0
115
24
142
36
37.69531
143.3125
2.5
0.799927
1.5
155
7.389648
null
null
null
null
2
<2 mo. follow-up
2
5
1
78.10797
male
1
15
ARF/MOSF w/Sepsis
ARF/MOSF
1
10
under $11k
37
59,070.875
33,565.2812
null
34
black
26.398438
57
0.422974
0.302979
4
0
0
yes
0.5
0.25
dnr after sadm
14
107
6.399414
118
26
38.5
260
1.899902
4.699219
2
139
7.429688
null
null
null
null
0
<2 mo. follow-up
0
15
1
66.16595
female
1
35
ARF/MOSF w/Sepsis
ARF/MOSF
2
20
$11-$25k
0
204,219.875
112,552.25
null
49.5
black
25.597656
35
0.711914
0.623901
13
1
0
no
0.5
0.5
dnr after sadm
34
117
10
110
8
39
290
null
null
3.5
134
7.429688
null
null
null
null
2
<2 mo. follow-up
2
35
1
27.76199
female
1
17
ARF/MOSF w/Sepsis
ARF/MOSF
3
12
under $11k
44
70,693.625
40,952.1562
null
52
black
48.195313
88
0.246979
0.143982
1
0
0
no
0.3
0.2
dnr after sadm
16
60
13.699219
152
12
35.69531
76.65625
1.599854
13.099609
3.599609
132
7.40918
null
null
null
null
0
<2 mo. follow-up
0
17
1
71.29095
male
0
12
CHF
COPD/CHF/Cirrhosis
2
9
under $11k
0
15,564.695
9,390.3203
null
18
white
16
25
0.875
0.791992
2
0
0
no
0.9
0.5
no dnr
12
80
8.199219
80
22
36.5
226.65625
null
null
1.599854
137
7.459961
null
null
null
null
0
no(M2 and SIP pres)
0
744
1
63.67099
male
0
6
Lung Cancer
Cancer
1
9
under $11k
0
5,074.648
3,149.7344
null
11
white
33.398438
35
0.27594
0.040993
1
0
0
metastatic
0.8
0.5
no dnr
6
87
26
108
36
37.69531
314.25
2.399902
0.399963
0.799927
139
7.479492
null
null
null
2
4
null
4
70
1
42.09698
male
1
9
MOSF w/Malig
ARF/MOSF
1
null
null
44
65,025.031
35,397.4062
null
62.5
white
43.195313
92
0.007999
0.001
11
0
0
metastatic
0.1
0.001
no dnr
9
63
0.199982
145
28
37.89844
242.84375
2
5.199219
4.099609
161
7.519531
null
null
null
null
null
<2 mo. follow-up
2.985352
9
1
66.30499
female
1
43
ARF/MOSF w/Sepsis
ARF/MOSF
0
11
$11-$25k
37
182,129.875
103,131.188
null
45
white
24
37
0.688965
0.596924
1
0
0
no
0.7
0.75
dnr after sadm
31
93
18.796875
100
10
38.5
203.3125
2
1
3.099609
138
7.369141
null
null
null
null
1
<2 mo. follow-up
1
43
1
29.33299
female
0
20
ARF/MOSF w/Sepsis
ARF/MOSF
0
10
null
0
48,388.219
28,524.0625
null
35.333313
white
24.699219
48
0.892944
0.85498
1
0
0
no
0.5
0.5
no dnr
20
62
27.796875
62
16
38.79688
118.45312
1.899902
3
0.899902
140
7.449219
null
null
null
null
0
null
0
2,026
0
48.87097
male
0
14
Colon Cancer
Cancer
1
17
>$50k
0
13,197.648
7,754.8945
null
13.666664
white
25.597656
15
0.710938
0.429993
1
0
0
metastatic
0.8
0.2
no dnr
14
101
5.199219
95
18
38.5
null
2.399902
0.199982
0.899902
137
null
null
null
null
1
0
no(M2 and SIP pres)
0
207
1
71.81696
female
0
21
CHF
COPD/CHF/Cirrhosis
4
10
null
0
11,220.297
8,075.2109
null
11
black
24.5
36
0.779907
0.648926
1
0
0
no
1
0.8
dnr after sadm
2
130
5.799805
60
26
35.5
509.5
2.799805
0.5
1.5
139
7.379883
null
null
null
null
7
<2 mo. follow-up
7
24
1
63.48297
male
0
6
Colon Cancer
Cancer
0
18
>$50k
0
3,371.1
2,288.6973
null
6
white
19
9
0.790894
0.559937
1
0
0
metastatic
0.9
0.7
no dnr
6
83
4.699219
72
24
36.69531
null
3
0.5
0.899902
139
null
null
null
null
1
null
no(M2 and SIP pres)
1.1669
1,162
1
60.939
male
0
4
CHF
COPD/CHF/Cirrhosis
0
7
$11-$25k
0
4,007.6
2,527.5527
null
7
black
13.599609
6
0.921997
0.868896
1
0
0
no
0.8
0.5
no dnr
4
97
5.599609
80
20
36.59375
null
null
null
1
139
null
null
null
null
1
3
no(M2 and SIP pres)
3
455
1
74.52399
female
0
12
CHF
COPD/CHF/Cirrhosis
2
12
under $11k
0
5,275.547
3,996.9512
null
7
white
13.099609
18
0.900879
0.832886
1
1
0
no
0.9
0.8
no dnr
12
87
3.899902
65
20
35.89844
null
4.099609
0.899902
1.199951
144
null
null
null
null
0
0
no(M2 and SIP pres)
0
891
1
50.42599
male
0
5
Cirrhosis
COPD/CHF/Cirrhosis
2
12
$25-$50k
0
2,317.148
1,679.041
null
1
white
18.796875
19
0.851929
0.756958
1
0
0
no
0.98
0.8
no dnr
5
96
5.299805
82
20
37.09375
null
2.599609
5.399414
0.899902
133
null
null
null
null
1
0
no(M2 and SIP pres)
0
1,753
1
45.91098
female
0
7
Cirrhosis
COPD/CHF/Cirrhosis
2
8
under $11k
0
3,229.148
2,311.6875
null
5.5
white
16.796875
30
0.859985
0.768921
1
0
0
yes
0.98
0.9
no dnr
7
69
4.099609
60
16
37.39844
null
2.299805
2.099609
1.399902
135
null
null
null
null
0
5
no(M2 and SIP pres)
5
85
1
33.73297
female
0
32
CHF
COPD/CHF/Cirrhosis
0
10
under $11k
0
65,649.062
43,195.5
null
20.75
white
20.097656
15
0.927979
0.876953
1
0
0
no
0.9
0.8
no dnr
32
77
20.398438
110
16
37.09375
328
null
0.399963
0.699951
138
7.429688
null
null
null
null
3
no(M2 and SIP pres)
3
2,021
0
46.77899
female
1
6
ARF/MOSF w/Sepsis
ARF/MOSF
2
8
$11-$25k
94
18,037.5
9,498.8984
null
28
white
21.097656
13
0.608887
0.50293
2
0
0
no
null
null
dnr after sadm
3
85
22.398438
130
14
39.09375
432.5
3.799805
0.699951
0.899902
137
7.449219
null
null
null
null
1
<2 mo. follow-up
1
6
1
49.85098
male
1
23
MOSF w/Malig
ARF/MOSF
1
11
null
44
70,955.75
41,781.0625
null
33.333313
white
27.699219
39
0.315979
0.202972
14
0
0
yes
0.1
0.001
dnr after sadm
8
67
1.399902
112
25
37.39844
300
2.099609
1.399902
0.699951
142
7.469727
null
null
null
null
6
<2 mo. follow-up
6
23
1
50.82797
female
0
6
Cirrhosis
COPD/CHF/Cirrhosis
1
null
under $11k
0
12,101.797
7,537.4258
null
14
white
24.898438
32
0.716919
0.559937
6
0
0
no
0.7
0.5
no dnr
6
91
10.099609
125
22
36.89844
null
null
2.899902
1.899902
136
null
null
null
null
0
0
SIP>=30
0
2,020
0
68.01398
female
1
17
ARF/MOSF w/Sepsis
ARF/MOSF
2
1
null
0
68,718.562
37,504.25
null
45.666657
other
28.199219
39
0.68396
0.590942
4
1
0
no
0.5
0.4
no dnr
17
90
18.296875
100
10
37.29688
147.5
2.699707
0.5
3.199707
137
7.429688
null
null
null
null
1
<2 mo. follow-up
1
17
1
62.67999
male
0
10
CHF
COPD/CHF/Cirrhosis
2
12
under $11k
0
5,012.098
3,631.3223
null
5.5
white
17.097656
29
0.893921
0.822998
1
0
0
no
0.75
0.5
no dnr
10
63
7
100
24
36.19531
319
3.799805
0.699951
1.599854
137
7.479492
null
null
null
0
0
null
0
248
1
54.543
male
0
35
ARF/MOSF w/Sepsis
ARF/MOSF
0
12
$11-$25k
0
119,274.125
68,801.75
null
31
white
25
45
0.827881
0.768921
1
0
0
no
0.2
0.1
no dnr
35
109
16.5
118
40
38.79688
176.34375
1.399902
0.199982
0.799927
136
7.389648
null
null
null
null
2
null
2
472
1
82.62
female
1
7
ARF/MOSF w/Sepsis
ARF/MOSF
1
11
under $11k
0
123,505.188
67,257.9375
null
35.5
white
36.5
55
0.303955
0.191986
27
0
0
no
null
null
dnr after sadm
6
73
30
110
11
35.89844
116.65625
2.799805
0.799927
3.399902
151
7.319336
null
null
null
null
1
<2 mo. follow-up
1
7
1
54.55399
male
0
10
CHF
COPD/CHF/Cirrhosis
2
14
$11-$25k
0
14,758.742
8,782.7109
null
19
black
18.296875
23
0.901978
0.835938
1
0
0
no
null
null
no dnr
10
90
7.799805
104
32
36.59375
null
null
null
1.099854
137
null
null
null
null
0
0
no(M2 and SIP pres)
0
2,015
0
48.827
female
0
14
ARF/MOSF w/Sepsis
ARF/MOSF
0
12
under $11k
9
24,232.469
14,970.9062
null
28
white
24.796875
40
0.825928
0.767944
1
0
0
no
0.6
0.6
no dnr
14
60
16.398438
108
24
37.5
368
1.699951
1.799805
2.799805
140
7.389648
null
null
null
1
1
SIP>=30
1
2,015
0
42.41498
male
1
5
ARF/MOSF w/Sepsis
ARF/MOSF
1
null
null
100
26,228.594
14,142.5312
null
54
white
56.59375
96
0
0
6
0
0
no
null
null
dnr after sadm
4
47
16.5
200
34
39
74
2.599609
30.5
6.199219
141
7.229492
null
null
null
null
null
<2 mo. follow-up
2.881348
5
1
70.01196
male
0
5
COPD
COPD/CHF/Cirrhosis
3
null
null
0
2,736.148
1,958.3613
null
11
black
16.5
15
0.87793
0.797974
1
0
0
no
1
0.8
no dnr
5
113
13.099609
70
20
36.19531
252.375
null
null
1.099854
138
7.479492
null
null
null
null
null
null
3.185547
1,781
1
60.34497
female
0
7
COPD
COPD/CHF/Cirrhosis
2
10
under $11k
0
5,197.066
3,336.3731
null
8
white
14.199219
29
0.925903
0.873901
1
0
0
no
0.95
0.8
no dnr
7
99
7.399414
90
28
37.09375
194.375
4.099609
0.5
0.799927
144
7.369141
null
null
null
2
3
no(M2 and SIP pres)
3
1,761
1
55.98898
female
0
6
CHF
COPD/CHF/Cirrhosis
2
8
$11-$25k
0
6,171.199
3,968.0488
null
10
white
19.796875
19
0.886963
0.810913
1
1
0
no
1
0.99
no dnr
6
108
10.699219
126
18
37.29688
null
null
null
1
144
null
null
null
null
null
0
no(M2 and SIP pres)
0
2,015
0
42.89099
male
0
4
CHF
COPD/CHF/Cirrhosis
2
12
$11-$25k
0
4,847.797
2,779.7148
null
12
white
17.699219
19
0.92688
0.875977
1
0
0
no
0.8
0.6
no dnr
4
77
8.599609
94
16
36.5
null
null
null
1.699951
139
null
null
null
null
0
0
no(M2 and SIP pres)
0
1,380
1
26.407
female
1
15
Cirrhosis
COPD/CHF/Cirrhosis
4
10
under $11k
9
null
null
null
33.333313
black
44.296875
84
0.363953
0.171997
30
0
0
no
0.1
0.001
dnr after sadm
15
52
52
82
25
36.89844
285.6875
2.299805
44.09375
5
139
7.389648
null
null
null
6
null
<2 mo. follow-up
4.527397
15
1
55.13797
male
0
5
Lung Cancer
Cancer
1
14
$25-$50k
0
4,260.598
2,585.875
null
10
white
24.597656
18
0.55896
0.237
1
0
0
metastatic
0.9
0.5
no dnr
5
73
9.798828
84
12
38.5
null
2.699707
0.199982
0.599976
139
null
null
null
null
0
4
null
4
65
1
37.65399
female
0
7
Colon Cancer
Cancer
1
17
$25-$50k
0
25,829.297
14,263.2422
null
14
other
14
5
0.889893
0.748901
1
0
0
metastatic
1
1
no dnr
7
91
4.399414
86
20
37.59375
null
null
0.299988
0.699951
144
null
null
null
null
null
0
<2 mo. follow-up
0
21
1
64.323
female
0
8
CHF
COPD/CHF/Cirrhosis
4
null
null
0
3,637.6
2,708.7031
null
10
black
24.597656
34
0.80896
0.690918
1
1
0
no
0.75
0.6
no dnr
8
110
23.199219
100
16
36.59375
270
null
0.199982
5.199219
144
7.339844
null
null
null
1
null
null
1.1669
2,013
0
58.21198
female
1
3
Cirrhosis
COPD/CHF/Cirrhosis
3
null
null
100
14,696.945
8,260.25
null
32
white
59
104
0
0
1
1
0
no
null
null
dnr after sadm
2
37
34.296875
35
12
35.79688
261
2.399902
8.798828
3
122
7.269531
null
null
null
null
null
<2 mo. follow-up
3.397949
3
1
71.31799
male
1
14
COPD
COPD/CHF/Cirrhosis
2
null
null
0
25,847.641
15,369.0859
null
24
black
18.597656
25
0.850952
0.754883
1
0
0
no
1
0.8
no dnr
14
102
11.298828
88
28
36.5
229.15625
null
null
0.799927
146
7.339844
null
null
null
null
null
<2 mo. follow-up
3.169922
14
1
69.79095
male
0
35
CHF
COPD/CHF/Cirrhosis
5
null
null
0
50,310.688
30,847.0469
null
16
white
18.296875
28
0.865967
0.778931
1
0
0
no
null
0.5
no dnr
35
63
null
70
20
35.09375
566.625
null
null
1.299805
137
7.399414
null
null
null
null
null
null
3.318848
296
1
69.92694
female
1
21
ARF/MOSF w/Sepsis
ARF/MOSF
2
9
under $11k
37
82,018.938
47,612.4375
null
46
white
32.09375
57
0.461975
0.342957
1
1
0
no
0.1
0.001
no dnr
21
113
19.597656
65
27
35
147.5
1.699951
0.199982
2.899902
135
7.40918
null
null
null
null
1
<2 mo. follow-up
1
21
1
44.35599
female
0
136
ARF/MOSF w/Sepsis
ARF/MOSF
3
12
$11-$25k
26
336,191.75
191,845.5
null
32.75
white
31.097656
47
0.587891
0.478943
28
0
0
no
0.7
0.7
no dnr
136
130
20.398438
100
10
36.89844
170
3.899902
12.599609
1.299805
138
7.479492
null
null
null
2
0
SIP>=30
0
2,009
0
46.83899
male
0
6
CHF
COPD/CHF/Cirrhosis
2
11
$11-$25k
0
4,346.148
3,380.3809
null
3
white
17.199219
19
0.92395
0.870972
1
0
0
no
null
null
no dnr
6
71
6
68
24
36.59375
357.125
null
1.099854
1.799805
141
7.419922
null
null
null
0
0
no(M2 and SIP pres)
0
2,009
0
65.28998
female
0
29
ARF/MOSF w/Sepsis
ARF/MOSF
1
null
null
44
115,224.25
67,811.125
null
18
black
23.898438
20
0.563965
0.451965
26
0
0
no
null
null
no dnr
29
83
22.699219
110
26
38
463.3125
3.399902
null
0.599976
152
7.479492
null
null
null
null
null
null
3.089356
2,008
0
69.05396
male
0
5
CHF
COPD/CHF/Cirrhosis
1
11
$11-$25k
0
null
null
null
7
white
18.796875
25
0.862915
0.772949
1
0
0
no
0.7
0.5
no dnr
5
73
7
68
20
35.39844
null
null
null
1.5
143
null
null
null
null
0
null
no(M2 and SIP pres)
0.4948
132
1
18.946
male
1
12
MOSF w/Malig
ARF/MOSF
2
9
null
9
61,863.156
34,996.3438
null
43
black
36
63
0.339966
0.223999
7
0
0
yes
0.4
0.4
dnr after sadm
9
110
0.099991
110
29
37.79688
137.125
1.599854
1.399902
0.5
146
7.40918
null
null
null
null
3
<2 mo. follow-up
3
12
1
23.573
female
1
7
ARF/MOSF w/Sepsis
ARF/MOSF
1
14
null
0
63,657.625
36,136.1562
null
45
white
36.59375
56
0.68396
0.590942
23
0
0
no
0
0
no dnr
7
110
0.199982
184
26
39.29688
128.875
null
0.199982
0.799927
134
7.389648
null
null
null
null
0
<2 mo. follow-up
0
7
1
71.07996
male
0
14
CHF
COPD/CHF/Cirrhosis
6
16
under $11k
0
10,907.797
8,287.3438
null
13.666664
hispanic
18
35
0.86499
0.775879
1
1
0
no
0.5
0.25
dnr after sadm
3
63
5.099609
89
16
37.29688
223.78125
null
1.199951
1.099854
128
7.509766
null
null
null
6
4
SIP>=30
4
487
1
73.40198
male
1
11
MOSF w/Malig
ARF/MOSF
2
11
$11-$25k
26
80,833.062
46,143.8125
null
43
white
43.695313
86
0.019997
0.004
30
0
0
yes
0.05
0.000125
dnr after sadm
10
137
1.799805
140
30
39.19531
146.65625
1.299805
13.199219
2.299805
139
7.399414
null
null
null
null
1
<2 mo. follow-up
1
11
1
61.599
female
1
4
ARF/MOSF w/Sepsis
ARF/MOSF
0
null
null
100
20,699.797
13,587.9766
null
43
white
39.398438
59
0.052994
0.016998
1
0
0
no
0.3
0.3
dnr after sadm
3
48
11.099609
118
12
36.69531
227.5
2.299805
5.799805
4.099609
138
7.359375
null
null
null
null
null
<2 mo. follow-up
3.058106
4
1
39.31
male
1
11
ARF/MOSF w/Sepsis
ARF/MOSF
3
13
null
0
32,710.188
20,681.2969
null
17.5
black
31.699219
44
0.728882
0.644897
8
0
0
no
0.2
0.1
dnr after sadm
1
94
21.699219
120
24
37.29688
363.3125
null
8.798828
1.899902
132
7.359375
null
null
null
2
3
<2 mo. follow-up
3
11
1
62.26398
male
0
5
Lung Cancer
Cancer
2
13
$25-$50k
0
4,991.348
3,246.8242
null
15
white
21
17
0.62793
0.315979
1
0
0
metastatic
1
0.6
no dnr
5
127
5.399414
115
20
36
null
null
null
0.799927
135
null
null
null
null
0
0
null
0
63
1
78.93799
female
0
12
Lung Cancer
Cancer
2
null
null
0
11,457.445
8,526.6406
null
10.5
white
16.199219
24
0.691895
0.40094
1
0
0
metastatic
0.75
0.5
no dnr
12
87
7.199219
68
32
39
null
null
null
1.099854
133
null
null
null
null
null
null
null
3.381836
435
1
67.745
female
0
7
Colon Cancer
Cancer
3
12
null
0
7,447.699
5,835.6016
null
12
white
34.09375
35
0.43396
0.125977
1
0
0
metastatic
0.8
0.1
no dnr
7
110
6.5
72
16
36.79688
null
1.899902
null
1.699951
137
null
null
null
null
null
2
<2 mo. follow-up
2
23
1
59.45499
male
0
11
CHF
COPD/CHF/Cirrhosis
4
10
under $11k
0
14,134.297
10,915.0625
null
12.5
white
33.09375
56
0.613892
0.426941
7
1
0
no
0.8
0.6
no dnr
11
58
12.699219
120
28
37.29688
null
null
null
2.199707
124
null
null
null
null
1
2
<2 mo. follow-up
2
25
1
72.91998
male
1
7
ARF/MOSF w/Sepsis
ARF/MOSF
2
null
under $11k
0
null
null
null
43.5
white
32.195313
51
0.61499
0.508911
1
0
0
no
0.2
0.2
dnr after sadm
3
132
16.597656
116
25
38.5
98.875
null
0.5
1.799805
150
7.509766
null
null
null
null
0
<2 mo. follow-up
0
7
1
78.35699
male
1
4
Coma
Coma
0
null
under $11k
0
29,703.188
19,801.1094
null
49
white
44.898438
73
0.049995
0.025997
1
0
0
no
0.1
0.001
no dnr
4
63
32.59375
110
14
39.09375
110
2
10
5.199219
127
7.349609
null
null
null
null
0
<2 mo. follow-up
0
4
1
59.13797
female
1
5
Coma
Coma
1
11
under $11k
61
10,753.492
7,511.3359
null
17
black
21.296875
33
0.516968
0.445984
2
0
0
no
0.01
0.000001
dnr after sadm
2
110
18.699219
72
32
38.19531
225
null
null
1.5
163
7.469727
null
null
null
null
2
<2 mo. follow-up
2
5
1
64.98596
male
0
11
CHF
COPD/CHF/Cirrhosis
2
12
$11-$25k
0
32,710.891
19,770.6406
null
23.5
white
23.296875
27
0.822998
0.711914
1
0
0
no
0.9
0.7
no dnr
11
53
6.599609
50
22
36.39844
null
null
null
1.399902
135
null
null
null
null
0
0
no(M2 and SIP pres)
0
1,118
1
90.75397
female
0
5
CHF
COPD/CHF/Cirrhosis
2
7
under $11k
0
2,153.648
1,880.4893
null
12
black
23.199219
34
0.710938
0.55188
1
0
0
no
null
null
no dnr
5
115
1.699951
76
18
34.89844
null
2.699707
0.299988
0.799927
146
null
null
null
null
4
2
no(M2 and SIP pres)
2
211
1
69.48895
female
0
70
ARF/MOSF w/Sepsis
ARF/MOSF
1
5
$11-$25k
0
114,818.812
70,177.6875
null
21.25
white
32.398438
43
0.525879
0.41095
17
0
0
no
0.9
0.8
no dnr
70
117
10.298828
135
40
38.59375
118.32812
null
null
0.599976
132
7.459961
null
null
null
null
4
adl>=4 (>=5 if sur)
4
1,999
0
71.29095
female
0
90
ARF/MOSF w/Sepsis
ARF/MOSF
2
9
under $11k
0
117,566.938
84,900.625
null
24.5
black
34.796875
69
0.475952
0.357971
1
1
0
yes
0.5
0.5
no dnr
90
55
42.898438
59
8
36
276.625
2.299805
6.5
5.699219
134
7.379883
null
null
null
null
1
adl>=4 (>=5 if sur)
1
105
1
69.30597
female
0
10
CHF
COPD/CHF/Cirrhosis
1
12
$11-$25k
0
12,514.547
9,179.7188
null
12
white
17.898438
24
0.870972
0.786987
1
0
0
no
0.9
0.6
no dnr
10
84
7.199219
96
30
37
385.6875
null
null
1.5
139
7.479492
null
null
null
0
0
<2 mo. follow-up
0
58
1
44.31998
female
0
14
ARF/MOSF w/Sepsis
ARF/MOSF
1
11
under $11k
9
34,999.438
24,712.7969
null
25.666656
black
28.097656
36
0.795898
0.728882
1
1
0
no
0.8
0.8
no dnr
14
87
12.199219
120
25
38.59375
125.45312
2.399902
1.699951
0.799927
140
7.489258
null
null
null
null
null
no(M2 and SIP pres)
2.176758
1,997
0
33.85098
male
0
22
MOSF w/Malig
ARF/MOSF
1
null
null
0
36,510.125
26,459.3594
null
17
white
16.597656
11
0.819946
0.759888
4
0
0
yes
0.9
0.7
no dnr
22
79
7.699219
60
10
36.29688
284.4375
null
0.599976
1
151
7.459961
null
null
null
null
null
null
1.698242
152
1
51.67697
male
0
4
Colon Cancer
Cancer
1
16
>$50k
0
5,212.348
3,679.1934
null
9
white
21.199219
12
0.782959
0.544922
1
0
0
metastatic
0.75
0.25
no dnr
4
63
4
68
18
37.39844
null
3
0.899902
0.599976
144
null
null
null
null
0
0
no(M2 and SIP pres)
0
1,995
0
82.086
female
1
21
Coma
Coma
1
10
under $11k
100
13,969.148
11,240.9141
null
6
black
14.298828
22
0.310974
0.23999
1
1
0
no
0
0
dnr after sadm
1
103
7.099609
80
16
36.79688
263.25
null
null
1.299805
144
7.379883
null
null
null
null
5
<2 mo. follow-up
5
21
1
40.05197
female
0
4
CHF
COPD/CHF/Cirrhosis
4
17
under $11k
0
10,388.547
7,787.3867
null
10
other
21
21
0.887939
0.812988
7
1
0
no
0.9
0.7
no dnr
4
80
11.599609
88
16
37
null
null
null
1.799805
130
null
null
null
null
0
1
no(M2 and SIP pres)
1
116
1
43.129
female
0
15
ARF/MOSF w/Sepsis
ARF/MOSF
0
12
$25-$50k
0
32,229.891
23,546.1875
null
25.666656
white
19.5
13
0.906982
0.873901
1
0
0
no
0.95
0.95
no dnr
15
80
12.898438
110
8
36.89844
340
null
0.699951
1.199951
142
7.479492
null
null
null
null
3
no(M2 and SIP pres)
3
1,994
0
69.35498
female
0
12
CHF
COPD/CHF/Cirrhosis
3
9
$11-$25k
0
34,208.688
20,752.0156
null
19
white
14.5
25
0.899902
0.832886
1
1
0
no
0.98
0.9
no dnr
12
97
6.5
60
28
36.79688
null
3.799805
0.599976
1.099854
136
null
null
null
null
0
0
no(M2 and SIP pres)
0
1,994
0