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
8,501
80.62396
1
female
1
3
3
MOSF w/Malig
ARF/MOSF
3
9
$11-$25k
100
5,328
3,825.4981
3,869.93945
29
white
39.09375
60
0.004
0
1
0
0
yes
null
null
dnr after sadm
1
56
16.199219
96
13
36.09375
null
2.399902
0.799927
6.5
139
null
162
60
304
null
null
<2 mo. follow-up
4.129883
8,502
64.159
0
male
0
84
1,030
ARF/MOSF w/Sepsis
ARF/MOSF
2
null
null
37
196,926
140,458.25
134,407.625
23.25
white
27.5
83
0.513916
0.397949
17
1
0
no
0.7
0.7
no dnr
84
63
21.597656
104
10
37.89844
292
2.5
0.199982
4.5
133
7.399414
236
34
195
null
null
Coma or Intub
2.669922
8,503
71.20599
1
male
1
19
19
ARF/MOSF w/Sepsis
ARF/MOSF
1
19
>$50k
41
81,716
57,042.6875
54,791.5938
45.666657
white
37.195313
69
0.127991
0.057999
1
0
0
metastatic
0.25
0.25
dnr after sadm
18
101
7.799805
107
22
35.5
null
3.699707
0.699951
1.299805
135
null
123
16
3,400
null
0
<2 mo. follow-up
0
8,504
76.01398
1
male
0
11
89
CHF
COPD/CHF/Cirrhosis
5
12
$25-$50k
0
8,210
5,734.2891
4,731.03906
10
white
20.097656
31
0.825928
0.715942
1
0
0
no
0.9
0.9
no dnr
11
63
0.799927
124
32
40.29688
null
null
null
1
140
null
152
23
2,725
null
0
no(M2 and SIP pres)
0
8,505
76.86499
1
male
1
10
10
ARF/MOSF w/Sepsis
ARF/MOSF
5
null
under $11k
37
34,265
22,998.5156
25,846.0469
35.5
white
28.398438
46
0.345947
0.22998
7
0
0
yes
0.75
0.75
dnr before sadm
-6
70
5.299805
71
20
36.79688
257.125
4.199219
0.299988
0.899902
140
7.519531
105
7
3,400
null
5
<2 mo. follow-up
5
8,506
76.05695
1
female
0
7
468
ARF/MOSF w/Sepsis
ARF/MOSF
2
12
$11-$25k
0
7,822
5,231.5078
5,692.80859
8.5
white
20.097656
18
0.781982
0.710938
1
0
0
yes
null
null
no dnr
7
77
9.798828
64
24
35.29688
null
4.299805
0.799927
1.199951
137
null
123
23
null
null
6
null
6
8,507
58.65598
0
male
0
10
1,025
COPD
COPD/CHF/Cirrhosis
1
10
null
0
6,493
4,331.8125
4,826.31641
7
white
13.5
23
0.932983
0.886963
1
0
0
no
0.8
0.7
no dnr
10
108
32.695313
122
28
36.19531
209.5
3
0.599976
0.799927
140
7.40918
210
25
2,000
null
0
no(M2 and SIP pres)
0
8,508
42.66098
1
male
0
4
7
Colon Cancer
Cancer
1
10
>$50k
0
4,419
2,632.5547
1,728.67969
12
white
16.898438
14
0.85498
0.677979
1
0
0
metastatic
null
null
no dnr
4
63
4.099609
101
22
36.09375
296.25
null
null
0.799927
148
7.419922
139
11
570
null
null
<2 mo. follow-up
1.775147
8,509
49.37698
0
male
0
13
1,022
ARF/MOSF w/Sepsis
ARF/MOSF
2
13
$25-$50k
41
24,837
17,625.0469
19,236.6719
23.5
white
29.796875
32
0.570923
0.459961
5
0
0
no
0.98
0.98
no dnr
13
105
10.699219
81
24
36.19531
null
null
null
1.599854
136
null
218
19
2,375
null
1
no(M2 and SIP pres)
1
8,510
58.81198
0
male
0
7
1,024
CHF
COPD/CHF/Cirrhosis
3
20
null
0
11,502
7,187.3828
7,626.59766
8
white
16
24
0.909912
0.848999
1
0
0
no
null
null
no dnr
7
83
14.298828
70
28
36.59375
122.4375
null
null
1.199951
134
7.279297
220
21
2,750
0
1
no(M2 and SIP pres)
1
8,511
44.79099
1
male
0
5
423
Lung Cancer
Cancer
1
12
$25-$50k
0
6,825
3,957.3223
1,819.3291
10
white
14.298828
8
0.796997
0.56897
1
0
0
metastatic
0.95
0.9
no dnr
5
67
16.097656
56
24
36.39844
207.5
null
null
2.099609
140
7.329102
110
61
1,600
null
null
no(M2 and SIP pres)
1.929199
8,512
57.80197
1
female
0
11
932
Cirrhosis
COPD/CHF/Cirrhosis
1
null
null
0
8,502
5,531.3594
6,651.1875
20.5
white
21.296875
36
0.783936
0.653931
1
0
0
no
0.75
0.75
no dnr
11
105
33
140
30
36.79688
220
3.299805
0.599976
1.099854
152
7.519531
169
38
1,300
null
null
null
2.643066
8,513
95.34796
1
male
0
4
574
CHF
COPD/CHF/Cirrhosis
3
10
$25-$50k
0
2,889
2,034.4414
1,931.69922
5
white
18.5
23
0.772949
0.637939
1
1
0
no
0.99
0.98
no dnr
4
96
6.699219
62
16
37.19531
null
3.599609
0.199982
1.399902
139
null
92
19
875
null
null
no(M2 and SIP pres)
3.210449
8,514
78.40399
1
female
0
11
34
Coma
Coma
1
12
under $11k
44
18,964
12,842.6953
13,325.2969
10.5
white
16.796875
23
0.562988
0.494995
1
0
0
no
0.3
0.1
dnr after sadm
4
110
9.798828
215
24
35.89844
261.875
3.399902
0.399963
0.699951
138
7.40918
219
11
1,050
null
0
<2 mo. follow-up
0
8,515
66.85596
0
female
0
17
1,019
ARF/MOSF w/Sepsis
ARF/MOSF
2
12
$11-$25k
0
30,742
21,348.7344
19,812.7969
14
hispanic
21.597656
30
0.74292
0.662964
7
0
0
yes
0.8
0.75
no dnr
17
109
1.099854
81
24
36.19531
292.5625
4
0.799927
1.099854
141
7.379883
209
24
700
null
null
no(M2 and SIP pres)
2.117676
8,516
68.862
1
male
0
39
200
MOSF w/Malig
ARF/MOSF
3
12
$25-$50k
37
64,543
42,614.5
44,507.9688
35.5
white
39.59375
81
0.058998
0.019997
1
0
0
metastatic
0.3
0.3
dnr after sadm
27
59
23.398438
120
28
35.59375
67.76562
2
1.099854
1.199951
148
7.25
237
37
2,900
null
1
no(M2 and SIP pres)
1
8,517
76.24097
0
female
0
7
1,017
COPD
COPD/CHF/Cirrhosis
2
12
$11-$25k
0
5,039
3,335.2715
3,161.12891
3.5
white
14.199219
33
0.842896
0.74292
1
0
0
yes
0.9
0.9
no dnr
7
54
14.5
72
16
38.19531
237.5
2
1.599854
3.399902
132
7.329102
151
86
1,150
0
0
no(M2 and SIP pres)
0
8,518
53.55197
1
female
0
8
36
Coma
Coma
1
12
$11-$25k
44
21,253
16,260.5625
18,439.3281
17.5
white
17.398438
11
0.68396
0.62793
1
0
0
yes
0.5
0.1
no dnr
8
38
10.398438
49
24
35.79688
156.25
3.099609
8.298828
3
135
7.269531
74
95
30
null
2
<2 mo. follow-up
2
8,519
58.62299
1
female
0
15
164
COPD
COPD/CHF/Cirrhosis
0
13
$11-$25k
0
14,096
9,527.4844
10,530.1484
10.666664
white
23.5
35
0.855957
0.762939
1
0
0
no
1
0.9
no dnr
15
72
16.296875
124
16
38.29688
316
2.199707
6.699219
0.899902
130
7.479492
171
2
4,660
0
0
adl>=4 (>=5 if sur)
0
8,520
91.96698
1
male
0
10
31
CHF
COPD/CHF/Cirrhosis
4
4
under $11k
0
6,512
4,440.8672
3,682.92969
5
white
24.5
32
0.67688
0.505981
1
0
0
no
null
null
dnr after sadm
1
61
52.398438
101
28
36.39844
266.625
4
0.799927
1.599854
129
7.449219
124
26
3,380
null
2
<2 mo. follow-up
2
8,521
70.20398
1
male
0
4
9
CHF
COPD/CHF/Cirrhosis
3
null
null
0
1,742
1,199.4209
1,106.15918
5
white
14.298828
27
0.899902
0.831909
1
0
0
no
0.7
0.5
dnr after sadm
2
125
null
114
20
36.5
242.84375
3.599609
0.5
1.5
129
7.40918
135
15
2,725
null
null
<2 mo. follow-up
1.901123
8,522
73.47595
1
male
0
8
277
Colon Cancer
Cancer
2
null
null
0
4,644
3,087.9258
2,881.76953
7
white
3.299805
12
0.929932
0.834961
1
0
0
metastatic
0.8
0.6
no dnr
8
115
8.099609
81
24
36.29688
208.6875
3.799805
0.199982
0.599976
135
7.329102
190
6
4,050
null
null
null
1.911133
8,523
67.146
0
male
0
9
1,011
CHF
COPD/CHF/Cirrhosis
6
11
null
0
6,888
4,779.3477
3,852.16992
11
white
24.398438
47
0.800903
0.677979
1
1
0
no
0.8
0.5
no dnr
9
41
7.199219
97
20
37.79688
null
null
null
10.199219
130
null
135
54
0
2
3
no(M2 and SIP pres)
3
8,524
35.978
1
female
1
32
32
ARF/MOSF w/Sepsis
ARF/MOSF
2
12
$11-$25k
0
123,597
76,373.9375
122,543.812
40.25
white
31.5
44
0.751953
0.67395
1
0
0
yes
0.85
0.25
dnr after sadm
28
114
14.298828
107
24
37.79688
null
2.699707
0.299988
6.599609
125
null
169
31
0
null
0
<2 mo. follow-up
0
8,525
78.65796
1
male
0
21
264
MOSF w/Malig
ARF/MOSF
2
null
null
0
51,280
33,954.9688
36,876.6875
20.333328
white
30.199219
40
0.480957
0.362976
3
1
0
yes
null
null
no dnr
21
63
19.199219
59
7
38.69531
150
2
0.5
2.299805
141
7.40918
113
33
1,670
null
null
null
2.404785
8,526
73.97894
1
female
0
20
562
CHF
COPD/CHF/Cirrhosis
5
8
null
26
13,754
9,171.4688
7,574.55859
7.333332
white
14.798828
10
0.840942
0.738892
1
1
0
no
0.8
0.6
dnr after sadm
1
63
5.399414
58
10
39.29688
152
2.899902
11.298828
0.799927
135
7.459961
168
10
750
null
6
adl>=4 (>=5 if sur)
6
8,527
21.60199
0
female
0
64
1,010
ARF/MOSF w/Sepsis
ARF/MOSF
0
14
$11-$25k
26
184,711
117,790.562
122,645.188
46.5
white
26.097656
40
0.802979
0.736938
15
0
0
no
0.8
0.7
no dnr
64
115
14.199219
70
14
36.29688
242.84375
3.699707
0.5
3.599609
139
7.279297
247
80
1,900
null
0
no(M2 and SIP pres)
0
8,528
83.02795
1
female
0
25
36
ARF/MOSF w/Sepsis
ARF/MOSF
2
12
null
44
76,505
49,727.5938
51,341.3125
24.25
white
39
66
0.072998
0.025997
13
1
0
no
0.2
0.1
dnr after sadm
24
102
7.299805
60
24
35.69531
285.6875
3.399902
0.799927
1.599854
134
7.579102
88
39
null
null
5
<2 mo. follow-up
5
8,529
62.35199
1
female
0
12
94
Lung Cancer
Cancer
1
8
null
26
9,029
7,019.7617
7,303.75
7.5
white
16.398438
25
0.628906
0.316956
1
0
0
metastatic
0.3
0.1
no dnr
12
70
14.798828
68
14
39
162.5
3.299805
0.299988
1.199951
140
7.549805
126
26
2,250
null
0
no(M2 and SIP pres)
0
8,530
88.20496
0
male
0
9
1,007
CHF
COPD/CHF/Cirrhosis
2
null
under $11k
0
5,190
3,528.1582
3,333.84961
7.5
white
22.699219
32
0.733887
0.583984
1
0
0
no
0.75
0.5
dnr after sadm
1
54
21.097656
54
36
38.79688
122.84375
3.399902
0.5
1.599854
137
7.379883
145
45
1,975
null
0
no(M2 and SIP pres)
0
8,531
43.80298
1
male
1
162
162
ARF/MOSF w/Sepsis
ARF/MOSF
1
12
null
0
357,329
247,808.5
261,157.875
43.25
hispanic
39.898438
64
0.5979
0.48999
1
0
0
no
0.75
0.7
dnr after sadm
144
113
52.898438
68
28
38.29688
140
3
0.399963
1
136
7.359375
192
49
410
null
0
adl>=4 (>=5 if sur)
0
8,532
79.73999
0
female
0
29
1,005
ARF/MOSF w/Sepsis
ARF/MOSF
1
12
null
0
32,877
21,715.0469
18,913.125
11.75
white
35.59375
58
0.452942
0.333984
2
0
0
no
0.75
0.6
no dnr
29
50
10.5
138
10
38.19531
124.28125
2.199707
0.5
1.099854
142
7.399414
126
28
1,925
0
0
no(M2 and SIP pres)
0
8,533
43.50198
0
male
0
28
1,002
ARF/MOSF w/Sepsis
ARF/MOSF
1
10
null
26
115,064
74,479.25
72,744.3125
20.5
hispanic
28.296875
38
0.575928
0.464966
69
0
0
yes
0.5
0.125
no dnr
28
113
7.699219
110
10
38.19531
268.5625
4
0.799927
0.599976
140
7.399414
147
9
2,000
null
0
null
0
8,534
77.47296
0
male
0
6
1,001
CHF
COPD/CHF/Cirrhosis
2
8
null
0
4,194
2,887.7383
2,590.0293
11
white
18
25
0.846924
0.747925
1
0
0
no
0.8
0.7
no dnr
6
107
18.898438
64
44
38.89844
null
null
null
0.899902
141
null
145
14
2,700
null
0
no(M2 and SIP pres)
0
8,535
77.36896
1
male
0
5
825
COPD
COPD/CHF/Cirrhosis
3
8
under $11k
0
3,151
2,127.6445
2,010.47949
11
white
17.097656
45
0.837891
0.734985
1
0
0
no
0.8
0.7
no dnr
5
59
7.5
72
28
36.19531
266.625
null
null
1.699951
148
7.469727
165
32
2,490
null
2
adl>=4 (>=5 if sur)
2
8,536
43.362
0
male
0
9
999
ARF/MOSF w/Sepsis
ARF/MOSF
1
16
$25-$50k
9
12,516
8,738.4375
8,641.40625
18.5
white
16.898438
26
0.901978
0.866943
3
0
0
no
0.8
0.8
no dnr
9
99
11
69
24
36.29688
183.3125
4.5
0.399963
0.699951
136
7.359375
157
15
3,200
0
0
no(M2 and SIP pres)
0
8,537
54.63699
0
male
0
4
998
CHF
COPD/CHF/Cirrhosis
5
9
under $11k
0
9,328
5,555.5078
5,620.72656
16
white
24.296875
28
0.844971
0.745972
1
1
0
no
0.5
0.2
no dnr
4
102
59.59375
130
36
38.29688
264
3.299805
0.399963
0.699951
133
7.439453
166
10
1,105
0
null
no(M2 and SIP pres)
0.494751
8,538
79.33698
1
female
0
7
8
ARF/MOSF w/Sepsis
ARF/MOSF
1
12
under $11k
44
31,978
20,569.3281
20,135.625
25
white
28.597656
73
0.368958
0.250977
8
0
0
no
0.25
0.1
dnr after sadm
2
69
null
79
16
35.89844
null
null
null
null
140
null
null
null
null
null
7
<2 mo. follow-up
7
8,539
76.88196
1
male
0
13
224
Lung Cancer
Cancer
1
12
$11-$25k
0
8,986
6,350.6172
6,363.56641
3.5
hispanic
14.398438
13
0.730957
0.459961
1
0
0
metastatic
0.5
0.2
dnr after sadm
1
114
30.699219
112
26
36.19531
344
1.699951
1
2.199707
138
7.319336
110
61
3,500
0
0
no(M2 and SIP pres)
0
8,540
71.22198
1
male
0
5
506
Lung Cancer
Cancer
1
14
$11-$25k
0
5,354
3,412.1113
2,407.84961
5
white
17.5
12
0.681885
0.386963
1
0
0
metastatic
1
1
no dnr
5
117
7.199219
73
20
36.59375
null
2.699707
0.299988
0.699951
143
null
97
5
3,410
null
null
no(M2 and SIP pres)
2.0625
8,541
66.823
1
female
0
35
36
ARF/MOSF w/Sepsis
ARF/MOSF
2
null
under $11k
26
135,347
89,832.8125
92,720
40.75
white
37
60
0.197998
0.105988
14
0
0
yes
0.2
0.2
dnr after sadm
12
84
13.699219
101
8
36.29688
295.1875
null
0.299988
0.899902
137
7.449219
150
6
null
null
1
<2 mo. follow-up
1
8,542
70.84698
0
female
0
21
992
ARF/MOSF w/Sepsis
ARF/MOSF
3
12
null
26
53,893
35,381.0312
40,310.5625
18.333328
hispanic
13
23
0.836914
0.781982
6
1
0
no
null
null
no dnr
21
55
14.298828
250
24
35.79688
200
null
null
0.899902
131
7.389648
213
11
2,875
null
0
null
0
8,543
71.99695
1
male
0
10
53
Lung Cancer
Cancer
3
8
$11-$25k
0
8,201
5,417.3125
5,474.62891
13
white
24.5
31
0.507935
0.185974
1
0
0
metastatic
0.5
0.2
dnr after sadm
1
68
5.099609
122
22
36.69531
290.4375
null
0.299988
0.599976
126
7.439453
200
8
2,850
null
0
<2 mo. follow-up
0
8,544
52.98599
1
female
0
8
179
Colon Cancer
Cancer
1
12
null
0
7,862
4,907.9609
4,835.97656
13
white
14.398438
15
0.865967
0.700928
1
0
0
metastatic
1
0.7
no dnr
8
120
10.199219
20
8
40.5
null
null
null
1
134
null
235
14
1,500
0
null
null
0.494751
8,545
81.60394
1
male
0
6
305
COPD
COPD/CHF/Cirrhosis
3
6
under $11k
26
4,271
2,869.4863
2,647.35938
18
white
19.5
34
0.697998
0.533936
1
0
0
no
0.8
0.7
dnr after sadm
1
114
9.699219
71
24
36.39844
null
null
null
1.099854
134
null
189
18
3,675
null
null
null
3.264648
8,546
69.495
0
male
0
17
987
ARF/MOSF w/Sepsis
ARF/MOSF
0
8
null
9
49,628
33,131.5
32,495.4688
22
white
39.796875
49
0.283997
0.174988
9
0
0
no
0.7
0.65
no dnr
17
49
7
102
8
38
283.3125
null
null
0.699951
137
7.40918
252
18
3,360
null
0
no(M2 and SIP pres)
0
8,547
79.10199
1
female
0
9
94
Colon Cancer
Cancer
2
null
null
0
6,205
4,033.4512
3,327.06836
11
white
12.398438
12
0.849976
0.668945
1
1
0
metastatic
0.5
0.2
dnr before sadm
-1
69
8.898438
104
24
36.29688
null
3.099609
0.299988
1.399902
134
null
104
15
null
null
null
null
2.558594
8,548
69.81
1
female
0
5
149
COPD
COPD/CHF/Cirrhosis
6
13
under $11k
0
2,747
1,855.1836
1,802.7998
6
white
22.5
33
0.711914
0.552979
1
0
0
metastatic
0.8
0.2
dnr after sadm
1
115
10.099609
72
24
38.09375
115.375
3.199707
0.5
1
135
7.429688
131
15
2,745
2
null
no(M2 and SIP pres)
1.838867
8,549
49.66699
0
female
0
15
986
ARF/MOSF w/Sepsis
ARF/MOSF
1
12
>$50k
41
19,633
13,279.7969
13,310.3672
15.666664
white
31.898438
39
0.554932
0.441956
2
0
0
no
0.85
0.8
no dnr
15
61
8.298828
51
24
39.19531
null
3.299805
0.299988
0.699951
139
null
99
20
null
null
0
no(M2 and SIP pres)
0
8,550
36.90298
1
female
0
41
303
MOSF w/Malig
ARF/MOSF
1
14
$11-$25k
0
142,705
89,958.5625
96,921.125
41
white
44.898438
81
0.052994
0.016998
14
0
0
metastatic
0.3
0.2
no dnr
41
107
10.5
112
24
36.39844
428.5625
null
null
1.199951
138
7.509766
115
12
2,885
null
0
no(M2 and SIP pres)
0
8,551
20.67899
0
female
0
16
985
ARF/MOSF w/Sepsis
ARF/MOSF
1
18
$25-$50k
0
32,881
23,235.1719
25,023.4844
24
hispanic
28.597656
50
0.859985
0.810913
3
0
0
no
0.15
0.15
no dnr
16
67
9.599609
63
24
38.89844
102.03125
3.299805
0.399963
1.799805
134
7.509766
204
45
3,750
null
0
no(M2 and SIP pres)
0
8,552
67.35095
1
male
0
15
105
ARF/MOSF w/Sepsis
ARF/MOSF
2
12
under $11k
0
32,054
21,528.0625
20,462.25
19.333328
white
24.5
42
0.751953
0.672974
5
0
0
no
0.8
0.7
no dnr
15
56
20.597656
74
28
36.39844
423.75
2.799805
2.799805
1.899902
134
7.469727
128
30
null
null
0
no(M2 and SIP pres)
0
8,553
56.91199
0
female
0
6
983
CHF
COPD/CHF/Cirrhosis
3
12
$25-$50k
0
4,438
3,007.2383
2,494.47852
8
white
20.796875
14
0.875
0.792969
1
1
0
no
0.9
0.85
no dnr
6
66
0.399963
136
26
35.59375
174.28125
2.5
0.599976
2.299805
144
7.359375
235
47
2,355
2
null
no(M2 and SIP pres)
1.838867
8,554
89.88397
1
male
0
5
439
CHF
COPD/CHF/Cirrhosis
2
8
under $11k
0
2,318
1,608.4033
1,264.22949
8
white
21
40
0.756958
0.61499
1
0
0
no
0.95
0.6
dnr after sadm
1
61
null
96
20
36.39844
null
null
null
null
140
null
null
null
2,800
null
1
no(M2 and SIP pres)
1
8,555
65.99298
0
female
0
30
982
ARF/MOSF w/Sepsis
ARF/MOSF
2
null
null
0
118,602
78,316
74,614.5625
20.75
white
30.199219
42
0.594971
0.485962
29
1
0
no
0.7
0.6
no dnr
30
98
4.199219
76
20
37
null
2.599609
1.599854
1.199951
136
null
124
10
null
null
null
null
2.907227
8,556
71.98395
1
male
0
45
309
ARF/MOSF w/Sepsis
ARF/MOSF
3
12
null
0
96,019
63,468.125
59,092.8438
21.75
white
20.398438
26
0.741943
0.661987
7
1
0
yes
0.9
0.9
no dnr
45
115
10.5
74
22
38.09375
112.5
null
null
1.699951
137
7.429688
115
17
2,095
null
0
no(M2 and SIP pres)
0
8,557
80.53894
0
female
0
7
976
COPD
COPD/CHF/Cirrhosis
2
null
$11-$25k
9
5,578
3,624.8731
4,191.1875
7
white
16.5
32
0.806885
0.688965
1
0
1
no
0.9
0.7
dnr after sadm
1
129
15.099609
136
28
39.39844
106
2.599609
0.699951
5.199219
144
7.359375
118
60
1,540
null
2
no(M2 and SIP pres)
2
8,558
67.74799
1
male
0
13
22
Lung Cancer
Cancer
1
20
null
37
8,261
5,839.0312
5,178.41797
4.5
hispanic
21.5
24
0.419983
0.116989
1
0
0
metastatic
null
null
dnr after sadm
1
71
11.199219
101
20
36.19531
null
3.299805
0.399963
0.799927
139
null
154
12
3,000
null
null
<2 mo. follow-up
3.527344
8,559
34.491
1
female
0
7
10
Lung Cancer
Cancer
1
12
$25-$50k
0
9,067
6,019.6328
6,112.64844
6.5
hispanic
27.097656
38
0.557983
0.235992
1
0
0
metastatic
0.05
0
dnr after sadm
7
103
9.099609
63
36
36
216
4
0.899902
1.199951
136
7.369141
136
21
null
null
3
<2 mo. follow-up
3
8,560
76.36694
1
male
0
11
47
Lung Cancer
Cancer
1
8
$11-$25k
0
13,244
9,110.2578
6,189.46875
10.5
white
20.699219
19
0.594971
0.27594
1
0
0
metastatic
0.5
0.25
no dnr
11
109
10.398438
126
36
38.29688
192
null
null
0.699951
139
7.55957
256
25
5,450
null
1
<2 mo. follow-up
1
8,561
74.43097
0
male
0
12
973
CHF
COPD/CHF/Cirrhosis
3
12
null
0
9,343
6,462.2656
5,127.62891
5.5
white
24.398438
27
0.768921
0.631958
1
0
0
no
0.5
0.5
dnr before sadm
-1
56
17.699219
136
30
38.69531
420.375
2.199707
1.599854
1.199951
135
7.40918
183
19
2,125
0
0
no(M2 and SIP pres)
0
8,562
86.63397
1
male
0
4
335
CHF
COPD/CHF/Cirrhosis
3
8
under $11k
0
2,045
1,430.6904
1,166.73926
6
white
16.796875
25
0.830933
0.723999
1
0
0
no
0.9
0.8
dnr before sadm
-1
71
11
200
22
36.19531
null
3.899902
0.399963
1.399902
136
null
119
24
3,180
2
0
no(M2 and SIP pres)
0
8,563
55.22498
1
male
0
3
161
Lung Cancer
Cancer
1
8
null
0
1,169
768.2168
836.09961
null
white
12.898438
11
0.79895
0.572998
1
0
0
metastatic
0.9
0.4
no dnr
3
100
6.099609
70
40
37.59375
192
null
null
2.199707
138
7.319336
252
52
1,805
2
null
no(M2 and SIP pres)
1.838867
8,564
66.56494
0
male
0
14
971
COPD
COPD/CHF/Cirrhosis
3
12
$11-$25k
9
14,408
9,784.1094
9,323.80469
11
white
32.195313
25
0.625
0.440979
1
1
0
no
0.8
0.7
dnr after sadm
8
66
13
60
28
35.59375
null
3.899902
0.799927
2.199707
142
null
129
31
2,250
null
0
null
0
8,565
55.82498
0
female
0
5
970
Lung Cancer
Cancer
1
14
>$50k
0
8,226
5,446.2383
5,091.07812
6
white
18.699219
6
0.695923
0.407959
1
0
0
metastatic
0.98
0.95
no dnr
5
68
7.299805
59
24
35.79688
336
4.199219
1.799805
1.699951
139
7.449219
165
31
1,150
null
null
null
2.08252
8,566
83.64099
1
male
0
56
628
COPD
COPD/CHF/Cirrhosis
3
9
under $11k
0
56,792
35,551.625
33,132.6875
11.5
white
13.398438
11
0.813965
0.698975
1
0
0
yes
0.5
0.5
dnr before sadm
0
96
null
69
20
36.89844
null
null
null
null
140
null
null
null
2,950
0
0
SIP>=30
0
8,567
77.28998
1
male
1
23
23
ARF/MOSF w/Sepsis
ARF/MOSF
1
12
$11-$25k
9
72,115
47,257.7188
47,797.5
41.666657
white
33.195313
67
0.521973
0.405945
1
0
0
no
0.25
0.25
dnr after sadm
1
61
7.399414
70
20
36.29688
309.5
4.299805
0.299988
1.199951
138
7.419922
124
14
1,450
null
0
<2 mo. follow-up
0
8,568
85.68695
1
female
0
7
276
CHF
COPD/CHF/Cirrhosis
6
15
null
26
6,017
4,248.1484
3,629.04883
10.5
white
22.398438
22
0.659912
0.484985
1
0
1
no
0.2
0.5
no dnr
7
101
7.899414
72
24
36.09375
252.375
null
null
1.199951
138
7.319336
133
17
null
null
4
adl>=4 (>=5 if sur)
4
8,569
82.97095
1
male
1
21
21
COPD
COPD/CHF/Cirrhosis
2
16
null
0
36,986
25,526.625
24,256.0312
22.333328
white
24.898438
36
0.630981
0.447998
3
0
0
no
0.8
0.65
dnr after sadm
21
53
5.699219
120
10
38
130
4
0.5
0.899902
131
7.439453
148
11
2,320
null
null
<2 mo. follow-up
3.151367
8,570
43.38898
0
female
0
14
968
ARF/MOSF w/Sepsis
ARF/MOSF
2
12
$25-$50k
0
30,170
21,486.7188
19,866.8125
19.333328
white
25.796875
50
0.849976
0.797974
1
1
0
no
0.9
0.9
no dnr
14
110
12
72
28
35.69531
108.15625
null
null
2.599609
134
7.339844
144
33
1,630
null
0
no(M2 and SIP pres)
0
8,571
70.76495
1
male
0
7
33
Coma
Coma
2
8
null
0
8,484
5,791.332
6,613.83984
2
white
16.796875
19
0.669922
0.612915
1
1
0
metastatic
0.2
0.1
dnr after sadm
1
71
null
65
25
38.09375
null
3.099609
0.599976
1.299805
141
null
157
14
800
null
6
<2 mo. follow-up
6
8,572
27.63899
0
male
0
39
964
ARF/MOSF w/Sepsis
ARF/MOSF
1
null
under $11k
0
83,491
62,021.4062
64,970.2812
36
white
32
62
0.740967
0.658936
4
1
0
yes
0.5
0.45
no dnr
39
123
10.699219
60
24
36.39844
244
3.699707
0.699951
1.399902
136
7.389648
110
18
2,200
null
0
no(M2 and SIP pres)
0
8,573
75.21399
0
female
0
26
963
MOSF w/Malig
ARF/MOSF
2
18
null
61
28,177
19,605.7812
19,261.5469
12.25
white
20.597656
20
0.414978
0.294983
1
0
0
metastatic
0.3
0.25
dnr after sadm
8
71
9.298828
98
24
36.79688
218.5
null
null
0.899902
141
7.359375
117
20
null
null
0
no(M2 and SIP pres)
0
8,574
64.159
1
female
0
29
46
Cirrhosis
COPD/CHF/Cirrhosis
5
7
null
0
65,508
45,789.5
41,963.4062
15.25
white
35.59375
83
0.259949
0.095993
23
1
0
no
0.5
0.2
dnr after sadm
2
39
46.09375
54
28
40.09375
200
3.299805
1.299805
1
130
7.369141
143
53
null
null
5
<2 mo. follow-up
5
8,575
29.32199
0
male
0
14
962
ARF/MOSF w/Sepsis
ARF/MOSF
1
11
under $11k
0
61,935
40,505.625
44,229.25
16.333328
white
23.296875
62
0.880981
0.838989
6
0
0
no
0.9
0.85
no dnr
14
59
19.199219
155
30
38.79688
217.5
2.099609
3
1.699951
144
7.519531
352
67
670
0
0
no(M2 and SIP pres)
0
8,576
78.49097
1
female
0
16
45
Colon Cancer
Cancer
1
8
$11-$25k
0
17,797
11,066.9062
10,606.2578
10.333328
white
23.796875
19
0.664917
0.362976
1
0
0
metastatic
0.7
0.7
dnr after sadm
2
135
13.599609
130
24
36.39844
267.5
2.899902
19.296875
3.299805
136
7.439453
104
39
8
1
1
<2 mo. follow-up
1
8,577
77.80695
1
female
0
11
270
COPD
COPD/CHF/Cirrhosis
4
9
under $11k
9
7,835
5,073.3906
4,911.55859
10
white
16.796875
29
0.819946
0.707886
1
0
1
no
0.75
0.5
dnr after sadm
1
61
10.699219
65
22
35.19531
null
4
0.899902
1.899902
134
null
119
40
2,050
null
2
no(M2 and SIP pres)
2
8,578
64.14197
1
male
0
29
32
CHF
COPD/CHF/Cirrhosis
4
12
null
0
29,101
24,080.6406
17,077.8281
10.5
white
32.796875
57
0.662964
0.487976
1
0
0
no
0.6
0.2
dnr after sadm
1
129
11.599609
160
26
35.59375
180
null
null
1.099854
136
7.359375
125
16
1,165
0
1
<2 mo. follow-up
1
8,579
71.83795
1
male
0
13
575
COPD
COPD/CHF/Cirrhosis
3
8
null
0
18,689
13,812.0234
12,418.1562
21.5
white
23
48
0.789917
0.662964
1
1
0
no
0.8
0.5
dnr after sadm
7
66
4.199219
62
16
36.09375
368
2.899902
0.899902
1.199951
140
7.40918
106
12
570
null
1
null
1
8,580
72.91998
0
male
0
4
953
CHF
COPD/CHF/Cirrhosis
3
10
under $11k
0
2,772
1,852.792
1,598.87988
9
white
20.199219
32
0.793945
0.668945
1
0
0
yes
0.9
0.5
dnr after sadm
1
128
8.599609
66
32
36.5
257.125
3.899902
0.5
0.899902
137
7.369141
122
16
1,725
3
1
no(M2 and SIP pres)
1
8,581
72.58295
0
male
0
10
951
Coma
Coma
1
8
under $11k
44
26,865
17,952.7344
16,961.9844
20.5
white
24
32
0.334961
0.261963
6
0
0
no
0.75
0.7
no dnr
10
97
13.398438
114
20
36
null
4
0.799927
0.899902
133
null
163
17
null
null
0
no(M2 and SIP pres)
0
8,582
64.89294
1
male
0
18
24
Colon Cancer
Cancer
3
12
under $11k
0
18,815
12,221.5391
13,080.2578
9.666664
white
26.898438
36
0.635986
0.325989
1
0
0
metastatic
0.25
0.1
dnr after sadm
3
66
13.798828
122
36
36.39844
232.5
null
null
0.5
129
7.469727
115
14
1,950
0
0
<2 mo. follow-up
0
8,583
75.33698
1
female
0
3
269
Lung Cancer
Cancer
1
12
under $11k
0
3,367
1,993.8936
999.34961
null
white
17.398438
7
0.674927
0.377991
1
0
0
metastatic
1
1
no dnr
3
63
7.599609
120
16
38.29688
null
3.599609
0.699951
1.099854
140
null
105
11
1,335
null
1
null
1
8,584
80.698
1
female
0
7
8
ARF/MOSF w/Sepsis
ARF/MOSF
0
11
>$50k
44
15,560
10,941.5469
10,315.4844
12.5
white
29.296875
52
0.367981
0.250977
4
0
0
no
0.05
0
dnr after sadm
2
79
null
77
24
36.29688
null
null
null
null
140
null
null
null
2,550
null
2
<2 mo. follow-up
2
8,585
78.62299
1
female
0
7
294
CHF
COPD/CHF/Cirrhosis
5
5
under $11k
0
5,117
3,498.4219
3,653.75977
4
white
18.5
39
0.836914
0.73291
1
0
0
no
0.7
0.5
dnr after sadm
3
65
5.799805
100
28
36.5
276.1875
2.5
3.599609
0.799927
135
7.5
84
9
1,050
null
5
adl>=4 (>=5 if sur)
5
8,586
72.48999
1
male
0
19
247
ARF/MOSF w/Sepsis
ARF/MOSF
2
14
null
0
37,936
25,669.4531
27,133.8438
30.333328
white
26.199219
42
0.726929
0.642944
2
0
0
no
0.5
0.5
dnr after sadm
1
78
10.699219
62
20
35.69531
319
null
null
1.099854
136
7.509766
131
18
1,200
null
1
no(M2 and SIP pres)
1
8,587
72.51495
1
female
0
5
167
CHF
COPD/CHF/Cirrhosis
5
10
null
0
3,035
2,042.083
2,346.17969
9
white
21.296875
23
0.727905
0.574951
1
0
0
metastatic
1
0.9
no dnr
5
103
2.899902
67
36
36.39844
309.5
4.299805
0.699951
1
138
7.469727
140
11
null
1
null
adl>=4 (>=5 if sur)
1.166748
8,588
74.54297
1
male
0
6
334
CHF
COPD/CHF/Cirrhosis
4
12
$11-$25k
0
4,039
2,884.7246
2,318.85938
13
white
19.398438
40
0.839966
0.736938
1
0
0
no
0.8
0.6
dnr after sadm
1
58
10.5
70
12
38.5
160
2.099609
0.699951
0.599976
134
7.469727
106
9
2,990
0
1
no(M2 and SIP pres)
1
8,589
84.68695
1
male
0
11
142
COPD
COPD/CHF/Cirrhosis
2
10
$11-$25k
0
9,362
6,366.5742
5,481.01953
9.5
white
23.296875
37
0.68689
0.519897
1
0
0
no
0.9
0.65
dnr after sadm
1
61
0.699951
136
30
38.59375
153.3125
3.399902
0.299988
3.199707
133
7.329102
137
52
5,225
0
null
no(M2 and SIP pres)
0.494751
8,590
73.25397
1
female
0
8
664
CHF
COPD/CHF/Cirrhosis
4
8
null
0
7,249
5,278.793
4,973.81641
8
white
20.097656
26
0.834961
0.72998
1
1
0
no
0.8
0.6
no dnr
8
71
null
98
24
36.09375
180.9375
4.5
0.299988
1.399902
143
7.369141
179
28
null
0
0
no(M2 and SIP pres)
0
8,591
70.01196
1
female
0
11
237
Coma
Coma
2
null
null
0
17,659
11,679.6562
11,399.0078
16
white
16.699219
25
0.622925
0.559937
5
0
0
metastatic
0.25
0.2
no dnr
11
109
5.5
67
22
36.39844
null
3.399902
0.299988
0.599976
133
null
119
13
3,000
null
null
null
2.575684
8,592
51.11298
1
male
0
4
11
ARF/MOSF w/Sepsis
ARF/MOSF
4
10
under $11k
0
15,226
10,579.2344
11,855.9922
43
white
23.296875
45
0.856934
0.806885
1
0
0
no
0
0
dnr after sadm
3
122
8.398438
116
40
36.39844
240
3.699707
0.599976
0.699951
131
7.30957
154
7
1,905
2
null
<2 mo. follow-up
1.838867
8,593
74.39294
1
male
0
6
38
Colon Cancer
Cancer
1
12
under $11k
0
4,666
3,002.5547
3,108.58984
10
white
32.695313
28
0.448975
0.136993
1
0
0
metastatic
null
null
no dnr
6
73
7.399414
52
24
35.69531
null
3.399902
0.299988
2.599609
135
null
122
81
2,275
0
0
<2 mo. follow-up
0
8,594
80.55896
1
male
0
7
86
COPD
COPD/CHF/Cirrhosis
2
12
$11-$25k
0
4,963
3,264.0234
4,021.99805
5
white
21.796875
24
0.748901
0.603882
1
0
0
no
0.9
0.75
no dnr
7
73
6.599609
65
16
35.69531
309.5
4.099609
0.399963
1.5
136
7.359375
97
24
2,075
5
5
adl>=4 (>=5 if sur)
5
8,595
51.25
1
female
0
29
310
MOSF w/Malig
ARF/MOSF
1
11
$11-$25k
37
114,515
73,225.1875
74,234.25
40.75
white
45.695313
102
0.011999
0.002
10
0
0
yes
0.6
0.55
no dnr
29
63
6.799805
73
18
37
null
4.399414
0.699951
1.199951
137
null
95
3
3,000
null
0
no(M2 and SIP pres)
0
8,596
79.90997
0
male
0
30
937
ARF/MOSF w/Sepsis
ARF/MOSF
2
6
under $11k
0
65,546
46,235.5938
42,307.9375
23.75
white
31.199219
51
0.533936
0.418945
5
1
0
no
0.8
0.7
dnr after sadm
15
59
12
70
24
35.39844
409.5
null
null
2
132
7.539062
102
45
1,725
null
0
adl>=4 (>=5 if sur)
0
8,597
86.80896
1
male
0
74
891
ARF/MOSF w/Sepsis
ARF/MOSF
2
8
null
37
197,774
131,938.75
129,221.25
33.5
white
27.097656
42
0.274963
0.166992
23
0
0
yes
0.05
0.01
dnr after sadm
3
63
4.599609
112
52
38.59375
133.3125
2.599609
0.199982
0.699951
134
7.519531
139
4
6,500
null
0
Coma or Intub
0
8,598
70.09698
0
female
0
149
936
Coma
Coma
4
8
$11-$25k
41
254,992
191,685.625
189,225
27.5
white
22.898438
61
0.27594
0.20697
22
1
0
yes
0.3
0.3
no dnr
149
97
78.796875
112
30
35.89844
146.125
null
null
1.5
142
7.319336
326
39
1,440
null
6
adl>=4 (>=5 if sur)
6
8,599
75.67999
1
male
0
8
9
ARF/MOSF w/Sepsis
ARF/MOSF
1
8
null
44
41,646
28,043.875
27,575.7812
37.5
white
26.5
41
0.475952
0.357971
5
0
0
no
0.5
0.5
dnr after sadm
8
104
7.099609
107
24
36.09375
null
4.199219
0.699951
1.299805
136
null
235
14
null
null
0
<2 mo. follow-up
0
8,600
68.14197
1
male
0
25
34
Lung Cancer
Cancer
1
12
null
0
29,137
19,464.4375
20,280.7656
3.75
white
23.199219
32
0.554932
0.232971
1
0
0
metastatic
1
1
dnr after sadm
14
117
46.695313
156
11
39.79688
205.6875
null
null
0.699951
148
7.439453
173
26
4,000
4
3
<2 mo. follow-up
3