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
1,201
67.52899
1
male
0
3
533
CHF
COPD/CHF/Cirrhosis
3
12
null
0
9,941
3,885.0234
4,264.59766
6
other
16.699219
8
0.886963
0.810913
1
0
0
no
null
null
no dnr
3
102
6.099609
70
24
36.5
202.03125
null
null
1.399902
139
7.359375
162
15
null
2
7
null
7
1,202
43.06097
0
male
0
81
741
ARF/MOSF w/Sepsis
ARF/MOSF
2
12
null
26
727,548
204,734.375
189,351.5
39.5
hispanic
27.898438
41
0.669922
0.573975
25
0
0
no
0.6
0.5
no dnr
81
65
6.099609
135
28
37.79688
132.5
null
1.099854
1.199951
134
7.509766
145
31
4,425
null
null
adl>=4 (>=5 if sur)
2.947266
1,203
23.17
0
male
0
9
728
ARF/MOSF w/Sepsis
ARF/MOSF
0
14
>$50k
0
26,594
9,269.4141
8,112.03906
10
black
24
18
0.901978
0.866943
2
0
0
no
0.8
0.8
no dnr
9
103
22
96
28
38
155.09375
null
null
0.799927
133
7.40918
null
8
2,900
0
0
null
0
1,204
84.99896
0
male
0
7
728
MOSF w/Malig
ARF/MOSF
2
18
null
0
18,968
8,118.8359
8,390.15625
7
white
29.597656
46
0.531982
0.416992
1
1
0
yes
0.8
0.6
no dnr
7
75
8.398438
64
22
36.39844
108.15625
null
null
4.099609
134
7.15918
276
61
1,200
0
null
null
0.494751
1,205
52.88397
0
male
0
12
727
ARF/MOSF w/Sepsis
ARF/MOSF
3
19
>$50k
9
34,829
15,494.9688
16,404.7969
24.5
white
34.296875
57
0.640991
0.53894
1
0
0
no
0.8
0.7
no dnr
12
72
21.796875
75
28
37.5
140.8125
2.5
8.199219
2.399902
132
7.429688
108
58
3,460
null
2
no(M2 and SIP pres)
2
1,206
56.57498
0
male
0
13
727
CHF
COPD/CHF/Cirrhosis
2
16
$11-$25k
0
120,213
66,801.75
54,591.4062
31.5
asian
23.898438
29
0.843994
0.74292
1
0
0
no
null
null
no dnr
13
49
4.599609
65
20
36.19531
null
null
1.599854
1
134
null
null
24
2,950
0
0
no(M2 and SIP pres)
0
1,207
59.02499
1
male
0
12
18
ARF/MOSF w/Sepsis
ARF/MOSF
5
12
$11-$25k
26
84,586
29,856.8594
30,643.25
36
white
28
61
0.680908
0.587891
1
1
0
no
0.6
0.5
no dnr
12
68
5.199219
110
8
36.39844
274.25
3.299805
2.399902
6.399414
142
7.549805
424
76
255
null
7
<2 mo. follow-up
7
1,208
35.379
0
female
0
8
725
Colon Cancer
Cancer
1
18
>$50k
0
30,835
null
null
19
white
7.599609
18
0.93396
0.844971
1
0
0
metastatic
1
0.99
no dnr
8
78
7.199219
120
22
39.19531
null
2.599609
0.199982
0.899902
139
null
79
14
3,730
0
0
null
0
1,209
50.59799
0
male
0
22
723
ARF/MOSF w/Sepsis
ARF/MOSF
1
14
$11-$25k
44
178,970
49,564.5312
43,952.8125
29.666656
white
26.5
34
0.55188
0.438965
6
0
0
yes
1
0.9
no dnr
22
128
19.699219
55
14
38.59375
88.625
null
null
1.099854
148
7.529297
151
32
3,755
null
null
adl>=4 (>=5 if sur)
2.915039
1,210
39.52399
0
male
0
4
723
CHF
COPD/CHF/Cirrhosis
2
11
null
0
8,793
4,615.7695
4,074.4082
13
black
22.398438
23
0.901978
0.835938
1
0
0
no
0.95
0.8
no dnr
4
72
4.399414
115
20
36.09375
null
null
null
1.399902
132
null
82
22
5,620
null
null
null
2.23584
1,211
51.702
0
female
0
34
721
ARF/MOSF w/Sepsis
ARF/MOSF
1
13
$25-$50k
44
203,761
74,729.25
69,206.125
39.25
white
26.5
47
0.68396
0.590942
1
1
0
no
0.9
0.9
no dnr
34
62
10.099609
125
43
38.69531
154
2.799805
null
1.099854
146
7.469727
389
20
2,220
null
1
null
1
1,212
74.74896
1
female
1
10
10
ARF/MOSF w/Sepsis
ARF/MOSF
3
8
under $11k
89
71,884
26,060.8906
28,643.4062
33.5
hispanic
30
77
0.222992
0.125
1
1
0
no
0.2
0.1
dnr after sadm
3
50
11.5
50
15
39
308
null
0.299988
6.699219
135
7.259766
238
53
0
null
0
<2 mo. follow-up
0
1,213
68.43799
1
male
0
7
108
MOSF w/Malig
ARF/MOSF
1
15
>$50k
0
22,713
10,020.3984
10,020.2969
10.5
white
20
19
0.712891
0.625977
1
0
0
metastatic
0.5
0.1
no dnr
7
68
9.5
75
22
38.59375
130
null
null
1.099854
133
7.439453
173
19
2,825
0
0
null
0
1,214
26.754
0
female
0
17
720
Coma
Coma
0
null
null
44
97,238
41,404.5312
49,768.375
28
other
20.699219
27
0.833984
0.800903
1
0
0
no
0.7
0.4
no dnr
17
103
16.5
115
12
38
445.6875
null
null
0.599976
141
7.569336
99
22
1,435
null
null
null
1.961182
1,215
68.60797
1
female
1
5
5
ARF/MOSF w/Sepsis
ARF/MOSF
2
12
null
89
98,679
21,394.1875
24,554.8438
55
white
39.898438
89
0.025997
0.006
5
1
0
no
0
0
dnr after sadm
4
52
15.898438
80
26
36.89844
108.5625
2.599609
8.699219
2.299805
142
7.439453
364
43
0
null
0
<2 mo. follow-up
0
1,216
54.61697
1
female
0
28
312
ARF/MOSF w/Sepsis
ARF/MOSF
5
12
null
26
144,291
53,110.9062
56,445.8438
22.75
white
27.398438
54
0.653931
0.554932
1
1
0
yes
0.9
0.9
no dnr
28
57
19.898438
110
6
39.09375
222.84375
null
null
6.199219
142
7.429688
96
36
5
5
null
null
3.854981
1,217
91.12695
0
female
0
7
717
CHF
COPD/CHF/Cirrhosis
2
17
$11-$25k
0
13,810
6,750.1758
7,777.64844
11
white
12.599609
11
0.86499
0.775879
1
0
0
no
0.9
0.85
no dnr
7
104
5.299805
82
20
37.59375
null
null
null
1
140
null
null
19
2,705
0
0
no(M2 and SIP pres)
0
1,218
75.047
1
female
1
5
5
Cirrhosis
COPD/CHF/Cirrhosis
4
null
null
37
32,043
12,441.5078
16,372.6484
36
white
22.796875
29
0.454956
0.253967
1
0
0
no
0.7
0.6
no dnr
5
103
7.5
75
40
38.19531
740
2.699707
4
0.599976
129
7.329102
323
7
2,730
null
6
<2 mo. follow-up
6
1,219
65.29999
1
male
1
24
24
ARF/MOSF w/Sepsis
ARF/MOSF
6
12
null
26
267,914
78,850.4375
79,600.25
42.666657
white
40.796875
52
0.07399
0.026997
9
1
0
metastatic
0.5
0.5
dnr after sadm
21
43
3.299805
115
10
38
174.53125
2.799805
0.699951
7.199219
142
7.489258
95
78
null
null
1
<2 mo. follow-up
1
1,220
61.49197
0
female
0
39
715
ARF/MOSF w/Sepsis
ARF/MOSF
0
null
null
0
270,064
81,985.25
78,320.625
26.25
black
24.097656
43
0.770996
0.696899
8
0
0
no
0.9
0.9
no dnr
39
72
19.398438
115
34
38.5
292.5
null
null
1.699951
148
7.55957
110
71
1,118
null
null
null
2.164551
1,221
73.15796
1
male
0
8
12
Lung Cancer
Cancer
2
null
null
9
30,093
13,114.8672
12,471.5938
23
white
36.296875
45
0.131989
0.007
1
0
0
metastatic
0.1
0
dnr after sadm
1
71
31.398438
128
32
38.09375
347.5625
2.399902
1.299805
1.299805
134
7.469727
119
23
4,250
null
null
<2 mo. follow-up
4.350586
1,222
57.36099
1
female
0
4
16
Lung Cancer
Cancer
0
14
$11-$25k
0
7,234
3,338.7637
5,356.56641
9
other
17.199219
22
0.721924
0.445984
1
0
0
metastatic
0.5
0.1
dnr after sadm
1
109
4.399414
96
28
36.39844
null
null
null
null
140
null
null
null
600
5
5
<2 mo. follow-up
5
1,223
49.72998
0
female
0
34
710
ARF/MOSF w/Sepsis
ARF/MOSF
0
12
under $11k
9
225,448
85,349.9375
91,578
40.5
white
41.898438
82
0.459961
0.340942
1
0
0
no
0.3
0.3
dnr after sadm
5
38
42.09375
140
24
38.09375
193.3125
1.5
0.599976
7
134
7.369141
173
147
4,625
5
6
adl>=4 (>=5 if sur)
6
1,224
70.12994
1
male
0
7
275
CHF
COPD/CHF/Cirrhosis
3
16
>$50k
0
24,386
9,793.1484
10,982.7266
15
white
20.597656
41
0.838989
0.735962
1
1
0
no
0.5
0.2
no dnr
7
58
9.398438
105
20
36.69531
null
null
0.5
1.699951
136
null
361
41
3,780
1
1
no(M2 and SIP pres)
1
1,225
61.79898
1
male
0
71
194
CHF
COPD/CHF/Cirrhosis
2
12
under $11k
0
286,496
147,557.75
111,358.938
19
white
37.59375
46
0.559937
0.363953
1
0
0
no
0.2
0.1
no dnr
71
38
11.398438
105
22
36.09375
null
null
null
1.799805
133
null
null
52
2,800
null
null
no(M2 and SIP pres)
3.345215
1,226
47.896
1
female
1
20
20
ARF/MOSF w/Sepsis
ARF/MOSF
5
18
>$50k
100
null
70,495.6875
75,194.625
41.666657
white
32.296875
38
0.171997
0.08699
16
0
0
no
0.5
0.3
dnr after sadm
19
113
11.798828
105
15
39.39844
168
null
9.199219
0.5
134
7.5
null
17
2,335
null
0
<2 mo. follow-up
0
1,227
52.129
0
male
0
12
708
CHF
COPD/CHF/Cirrhosis
2
13
$11-$25k
0
36,250
17,748.6094
16,195.0234
22
white
25.898438
38
0.834961
0.72998
1
0
0
no
0.3
0.1
no dnr
12
47
10.599609
65
24
36.29688
null
4.299805
2.599609
2
134
null
105
24
2,445
0
null
null
0.494751
1,228
51.461
1
female
1
9
9
Lung Cancer
Cancer
3
null
null
9
38,782
15,543.375
15,952.2188
10.5
white
21.296875
49
0.612915
0.296997
1
0
0
metastatic
null
null
dnr after sadm
1
59
10
112
36
36.59375
null
null
null
1
141
null
112
14
350
null
null
<2 mo. follow-up
3.280273
1,229
59.95297
0
male
0
9
705
Cirrhosis
COPD/CHF/Cirrhosis
3
12
$11-$25k
0
37,026
16,442.4688
19,089.8125
16
white
27.199219
59
0.655884
0.47998
1
0
0
no
0.6
0.5
no dnr
9
108
36.695313
130
28
37.89844
null
2.399902
0.599976
2.399902
142
null
122
71
510
1
2
adl>=4 (>=5 if sur)
2
1,230
77.29999
0
female
0
8
705
Colon Cancer
Cancer
1
12
>$50k
0
23,099
9,433.7266
9,360.38281
14.5
white
15.398438
16
0.816895
0.605957
1
0
0
metastatic
0.95
0.95
no dnr
8
71
13
72
14
36.19531
null
2.5
1
0.899902
140
null
null
null
1,050
0
null
null
0.494751
1,231
77.52496
1
male
1
19
19
Coma
Coma
2
10
$11-$25k
44
229,171
50,377.3438
54,639.8438
34.333313
white
33.398438
61
0.070999
0.038994
5
0
0
no
0.95
0.75
dnr after sadm
16
55
15.199219
105
32
35.29688
310
null
1
4.5
144
7.619141
151
123
302
null
1
<2 mo. follow-up
1
1,232
50.09399
1
male
0
22
155
CHF
COPD/CHF/Cirrhosis
2
13
$25-$50k
0
172,027
89,110.1875
70,792.625
32.666657
white
29
36
0.799927
0.677979
1
0
0
no
0.5
0.5
no dnr
22
55
5.199219
75
20
36.09375
null
null
null
2.699707
126
null
140
38
2,000
0
null
no(M2 and SIP pres)
0.494751
1,233
43.53998
1
female
1
29
29
ARF/MOSF w/Sepsis
ARF/MOSF
4
14
$25-$50k
37
313,131
120,728.75
133,639.125
39.5
white
34.195313
63
0.575928
0.465942
1
0
0
no
0.5
0.05
dnr after sadm
23
78
24.597656
155
12
38
136
null
6.599609
0.599976
134
7.509766
210
28
1,675
null
0
<2 mo. follow-up
0
1,234
65.01794
0
male
0
55
704
ARF/MOSF w/Sepsis
ARF/MOSF
0
16
$11-$25k
0
346,376
128,525.562
137,877.375
39
white
21
20
0.806885
0.74292
7
0
0
no
0.5
0.5
no dnr
55
108
7.799805
105
18
36.69531
127.26562
2.5
0.299988
1.099854
139
7.419922
93
17
5,930
null
1
null
1
1,235
75.55597
1
female
0
6
93
ARF/MOSF w/Sepsis
ARF/MOSF
2
12
$11-$25k
26
128,893
15,698.1953
17,042.9688
42
white
24.597656
27
0.587891
0.478943
10
0
0
no
0.95
0.95
no dnr
6
68
15.298828
115
24
36.89844
200
2.599609
null
0.799927
131
7.5
155
25
2,165
null
0
Coma or Intub
0
1,236
61.76599
0
female
0
6
703
ARF/MOSF w/Sepsis
ARF/MOSF
2
13
null
0
33,585
10,267.5391
12,295.6328
18
black
24.898438
29
0.730957
0.647949
3
1
0
yes
0.75
0.75
no dnr
6
84
6.799805
75
26
36.5
217.125
null
9
0.699951
134
7.439453
null
8
2,350
null
0
null
0
1,237
35.47198
1
male
1
28
28
MOSF w/Malig
ARF/MOSF
1
16
$25-$50k
26
687,411
126,430.312
131,994.875
44.5
white
46.898438
100
0.014
0.003
66
0
0
yes
0.1
0.1
dnr after sadm
10
55
0.599976
115
34
39.09375
142.5
1.699951
14
1.799805
147
7.469727
145
107
1,508
null
null
<2 mo. follow-up
2.510254
1,238
56.36697
1
male
1
6
6
ARF/MOSF w/Sepsis
ARF/MOSF
5
6
under $11k
37
299,542
26,629.2344
27,638.9531
42
hispanic
43.195313
87
0.127991
0.057999
19
0
0
no
0.3
0.25
dnr after sadm
6
48
31.199219
105
30
38.5
168
null
10.099609
3
141
7.419922
170
73
0
null
0
<2 mo. follow-up
0
1,239
74.69995
0
female
0
17
700
ARF/MOSF w/Sepsis
ARF/MOSF
2
11
under $11k
26
76,763
28,010.2344
26,750.9844
19.666656
black
26.199219
58
0.61499
0.509888
2
0
0
no
null
null
dnr after sadm
14
52
8.298828
65
36
36.79688
368.5
null
null
2.5
136
7.419922
98
48
1,000
null
1
null
1
1,240
46.09198
0
female
0
61
701
MOSF w/Malig
ARF/MOSF
2
null
null
26
545,065
176,415.5
165,700.25
31.25
white
43.09375
101
0.043999
0.012999
18
0
0
yes
0.2
0.1
no dnr
61
52
0.049995
165
24
37.69531
275.5
null
3.899902
3.5
146
7.359375
269
63
0
null
null
null
3.685547
1,241
53.27899
1
female
0
14
542
ARF/MOSF w/Sepsis
ARF/MOSF
1
null
null
26
96,262
22,771.6094
23,174.8906
20.333328
white
22.5
26
0.716919
0.630981
4
0
0
yes
0.9
0.8
no dnr
14
123
12.199219
130
28
37.89844
337.75
3
0.5
1
132
7.329102
125
5
3,250
null
null
null
3.367676
1,242
53.06198
1
female
1
24
24
ARF/MOSF w/Sepsis
ARF/MOSF
0
null
null
26
471,833
111,073.875
126,851.562
44.333313
asian
36.398438
68
0.406982
0.287964
10
0
0
no
0.7
0.5
no dnr
24
63
4.899414
125
12
36.19531
177.5
3.699707
9.5
2.099609
142
7.299805
438
63
452
null
null
<2 mo. follow-up
2.624023
1,243
69.133
1
male
1
5
5
ARF/MOSF w/Sepsis
ARF/MOSF
2
14
$25-$50k
44
57,562
18,690.7188
23,200.7031
51
asian
31.597656
44
0.381958
0.262939
4
0
1
no
0.1
0.1
dnr after sadm
4
68
5.399414
135
28
38.19531
80
null
0.599976
1.199951
133
7.459961
140
15
3,010
null
3
<2 mo. follow-up
3
1,244
54.46997
1
male
1
43
43
ARF/MOSF w/Sepsis
ARF/MOSF
2
18
>$50k
26
658,861
176,627
180,428.125
43.25
hispanic
41.796875
83
0.243988
0.140991
9
1
0
no
null
null
dnr after sadm
42
58
7.299805
115
50
39.29688
116
3.099609
3.599609
2.5
163
7.419922
180
75
2,151
null
null
<2 mo. follow-up
3.080078
1,245
45.96298
1
female
1
10
10
ARF/MOSF w/Sepsis
ARF/MOSF
4
14
>$50k
26
402,858
48,769.5625
49,616.7812
42
white
26.199219
39
0.692993
0.600952
25
0
0
no
0.8
0.8
dnr after sadm
9
118
4.099609
115
24
38
502.8125
2.699707
4.099609
1.699951
138
7.419922
186
120
2,110
null
3
<2 mo. follow-up
3
1,246
38.83099
1
female
1
18
18
ARF/MOSF w/Sepsis
ARF/MOSF
0
13
$25-$50k
37
449,656
76,598.4375
81,414.4375
54.666657
white
54.398438
98
0.028999
0.007999
13
0
0
no
0.5
0.4
dnr after sadm
17
45
1.399902
180
18
39.5
106
1.899902
12.599609
1.599854
151
7.40918
161
86
3,590
null
0
<2 mo. follow-up
0
1,247
48.43799
0
female
0
18
693
ARF/MOSF w/Sepsis
ARF/MOSF
1
12
>$50k
0
126,356
45,821.75
47,891.75
28.333328
white
25.296875
36
0.829956
0.771973
2
0
0
no
0.85
0.85
no dnr
18
122
16.199219
145
15
38
134
2.199707
0.299988
1.099854
145
7.319336
125
15
3,975
null
0
null
0
1,248
74.88794
0
female
0
26
692
ARF/MOSF w/Sepsis
ARF/MOSF
3
12
$11-$25k
0
367,797
60,647.9375
64,849.3438
28.75
white
25.699219
36
0.656982
0.55896
20
0
0
no
0.65
0.65
dnr after sadm
12
68
13
110
36
38.39844
167.5
3.199707
1.599854
0.899902
148
7.389648
178
37
2,360
null
1
adl>=4 (>=5 if sur)
1
1,249
68.08795
0
male
0
69
692
ARF/MOSF w/Sepsis
ARF/MOSF
1
18
null
0
543,761
null
null
45.25
white
29.796875
53
0.633911
0.530884
6
0
0
no
0.8
0.8
no dnr
69
67
18.097656
75
12
36.59375
186.65625
null
2.399902
5
129
7.489258
221
63
20
null
0
adl>=4 (>=5 if sur)
0
1,250
27.30199
0
female
0
16
691
ARF/MOSF w/Sepsis
ARF/MOSF
2
null
null
26
147,320
44,378.1875
43,762.8125
26.333328
hispanic
23.597656
22
0.841919
0.787964
4
0
0
no
0.9
0.9
no dnr
16
98
15.599609
105
48
36.79688
197.9375
null
0.699951
1.199951
135
7.419922
177
22
3,405
null
null
null
3.547363
1,251
64.66296
0
female
0
25
690
CHF
COPD/CHF/Cirrhosis
2
15
$11-$25k
0
82,891
35,861.9375
35,270.2188
20.75
white
28.898438
46
0.737915
0.587891
1
0
0
no
0.6
0.5
no dnr
25
58
12.199219
145
26
36.19531
null
2.899902
0.699951
1
129
null
92
13
1,265
0
null
null
0.494751
1,252
74.47998
0
male
0
16
689
CHF
COPD/CHF/Cirrhosis
3
12
null
0
43,115
22,599.7812
17,989.2656
22.333328
hispanic
17.898438
24
0.855957
0.762939
1
0
0
no
null
null
no dnr
16
73
7.5
70
28
36
null
null
null
1.399902
142
null
87
22
3,450
4
0
no(M2 and SIP pres)
0
1,253
56.96597
1
male
1
36
36
ARF/MOSF w/Sepsis
ARF/MOSF
1
null
null
26
743,890
136,667.25
141,648.125
42.5
white
43.296875
77
0.089996
0.035995
62
0
0
yes
0.1
0
dnr after sadm
35
53
18.796875
115
22
39.5
200
null
24.199219
3.899902
137
7.549805
97
72
180
null
null
<2 mo. follow-up
2.800293
1,254
68.32599
0
male
0
7
687
ARF/MOSF w/Sepsis
ARF/MOSF
0
19
>$50k
0
19,224
7,768.3281
7,791.80859
7.5
white
21.296875
28
0.832886
0.775879
1
0
0
no
0.95
0.9
no dnr
7
105
10.798828
100
30
37.79688
null
null
null
1.199951
130
null
247
21
3,350
0
null
no(M2 and SIP pres)
0.494751
1,255
64.02997
1
male
1
30
30
CHF
COPD/CHF/Cirrhosis
2
12
>$50k
0
193,563
70,496.6875
71,872.875
31.25
white
25.796875
36
0.791992
0.665894
1
0
0
no
null
null
dnr after sadm
28
62
4.5
65
22
36.5
173.3125
null
3
2.099609
132
7.469727
110
34
3,465
1
0
<2 mo. follow-up
0
1,256
56.01898
1
male
0
60
318
ARF/MOSF w/Sepsis
ARF/MOSF
5
14
$25-$50k
41
null
null
null
34.25
hispanic
27.699219
50
0.540894
0.426941
18
1
0
no
0.8
0.6
no dnr
60
112
7.299805
115
26
38.39844
null
2.899902
4.799805
2.799805
136
null
168
104
1,000
null
7
null
7
1,257
56.42697
1
female
1
60
60
ARF/MOSF w/Sepsis
ARF/MOSF
3
12
$25-$50k
0
null
196,988.875
208,260.125
48
white
31.398438
60
0.56897
0.457947
11
0
0
yes
0.7
0.68
dnr after sadm
55
128
23.199219
160
28
38.89844
88.5625
null
1
1.199951
145
7.40918
292
80
3,495
null
0
null
0
1,258
74.97296
0
female
0
4
684
CHF
COPD/CHF/Cirrhosis
4
9
under $11k
0
5,306
3,045.7793
2,876.6582
12
black
17.398438
24
0.860962
0.769897
1
0
0
no
0.95
0.75
no dnr
4
101
3.799805
76
20
36.39844
null
null
null
1.899902
141
null
null
39
1,670
6
null
null
4.527344
1,259
66.64197
1
female
0
15
181
Lung Cancer
Cancer
1
10
null
0
55,841
23,905.6562
25,365.6094
21.666656
white
33.5
48
0.260986
0.035995
1
0
0
metastatic
null
null
no dnr
15
46
8.898438
160
32
36
null
3.399902
0.399963
0.599976
139
null
128
6
1,075
0
null
null
0.494751
1,260
37.25699
1
male
1
12
12
ARF/MOSF w/Sepsis
ARF/MOSF
6
10
under $11k
0
188,152
63,810.8438
66,264.5
59
hispanic
51.09375
82
0.153992
0.074997
8
0
0
yes
0.25
0.1
dnr after sadm
11
65
9.898438
100
42
34.89844
87.5
null
31.5
4.199219
146
7.429688
152
75
847
null
0
<2 mo. follow-up
0
1,261
59.70697
1
female
1
12
12
ARF/MOSF w/Sepsis
ARF/MOSF
4
12
null
44
770,591
59,998.0625
60,779.1875
42.5
white
34.695313
53
0.273987
0.166992
80
0
0
no
0.5
0.3
dnr after sadm
9
58
3.099609
125
35
39.5
110
null
0.799927
1.099854
139
7.5
null
35
3,805
null
4
<2 mo. follow-up
4
1,262
57.91397
1
female
0
34
95
ARF/MOSF w/Sepsis
ARF/MOSF
2
12
$25-$50k
0
376,476
77,035.1875
83,668.4375
37.75
white
26.796875
41
0.725952
0.641968
14
0
0
no
0.7
0.65
no dnr
34
120
23
125
12
37.59375
130
null
null
1.199951
136
7.449219
294
40
2,770
null
2
adl>=4 (>=5 if sur)
2
1,263
79.81396
1
male
0
7
351
ARF/MOSF w/Sepsis
ARF/MOSF
1
16
$25-$50k
37
181,788
20,369.375
22,665.5156
34.5
white
42.398438
55
0.063995
0.021999
7
0
0
no
0.35
0.35
no dnr
7
45
16
95
48
39.5
133.3125
null
6.299805
1.199951
152
7.479492
165
50
2,496
null
0
adl>=4 (>=5 if sur)
0
1,264
80.49298
0
male
0
9
681
CHF
COPD/CHF/Cirrhosis
2
15
$25-$50k
0
27,792
14,040.6328
11,944.5469
10
white
15.199219
17
0.86792
0.780884
1
0
0
no
0.7
0.343
no dnr
9
78
16.097656
85
28
38.19531
217.5
null
null
0.799927
133
7.429688
115
10
1,925
null
null
null
2.354981
1,265
63.56198
1
female
0
8
27
COPD
COPD/CHF/Cirrhosis
3
12
under $11k
0
56,383
19,704.25
20,505.7812
28.5
black
33.796875
63
0.654907
0.477966
1
0
0
no
0.9
0.85
no dnr
8
85
7.699219
72
24
36.5
null
null
null
1.399902
142
null
112
24
1,215
null
0
<2 mo. follow-up
0
1,266
89.92499
1
male
1
3
3
ARF/MOSF w/Sepsis
ARF/MOSF
0
null
null
41
215,263
16,649.3125
17,978.9844
44
asian
35
69
0.122986
0.054993
14
0
0
no
0.7
0.4
no dnr
3
58
22.699219
145
32
36.29688
227.5
3.299805
0.399963
2.699707
131
7.399414
147
51
1,880
null
null
<2 mo. follow-up
3.8125
1,267
75.64996
0
female
0
4
677
Lung Cancer
Cancer
1
null
null
0
9,252
3,596.1035
4,376.90625
13
white
13.798828
13
0.743896
0.480957
1
0
0
metastatic
null
null
no dnr
4
60
17.097656
5
30
37.59375
305
2.299805
4.5
2.599609
138
7.319336
null
60
13
null
null
null
2.349121
1,268
52.33398
0
female
0
15
677
CHF
COPD/CHF/Cirrhosis
3
14
under $11k
0
44,858
23,246.25
19,415.0938
21
white
24.199219
35
0.852905
0.757935
1
1
0
no
0.8
0.6
no dnr
15
71
5.5
80
24
36.59375
null
null
null
0.899902
139
null
null
17
null
0
null
null
0.494751
1,269
41.21298
1
female
0
7
145
Lung Cancer
Cancer
1
14
$25-$50k
0
17,155
7,595.1016
10,415.9141
5
white
18.398438
22
0.734985
0.46698
1
0
0
metastatic
0.6
0.3
dnr after sadm
1
45
5.5
75
18
36
null
3.899902
0.5
1.599854
135
null
186
21
1,700
null
3
adl>=4 (>=5 if sur)
3
1,270
62.60898
1
female
0
9
471
Lung Cancer
Cancer
2
12
$11-$25k
0
36,914
15,720.0781
16,989.625
13.5
white
18.398438
10
0.684937
0.391968
1
0
0
metastatic
1
1
no dnr
9
71
5.599609
76
20
36.39844
null
null
2
0.599976
133
null
93
4
1,850
null
null
no(M2 and SIP pres)
3.484375
1,271
71.47198
1
male
0
7
122
CHF
COPD/CHF/Cirrhosis
2
18
>$50k
0
22,851
11,544.6016
9,719.5625
17
white
32
44
0.634888
0.452942
1
0
0
no
0.8
0.75
no dnr
7
109
6.899414
104
22
36.39844
460
null
null
0.899902
134
7.399414
183
null
2,075
null
2
null
2
1,272
43.129
1
female
0
9
380
Lung Cancer
Cancer
1
null
null
0
32,776
15,275.6172
15,465.8125
12.5
white
13.199219
11
0.813965
0.599976
1
0
0
metastatic
1
0.75
no dnr
9
49
3.799805
65
20
36.29688
null
null
null
2.199707
126
null
null
71
1,575
null
null
null
2.930664
1,273
45.16098
1
male
1
5
5
Coma
Coma
0
12
under $11k
100
47,000
16,881.7812
21,055.7656
48
white
30.5
48
0.218994
0.155975
1
0
0
no
0.1
0.1
dnr after sadm
4
73
null
80
16
38.19531
null
null
null
0.699951
140
null
87
10
2,375
null
0
<2 mo. follow-up
0
1,274
55.76498
1
female
0
14
109
MOSF w/Malig
ARF/MOSF
1
20
$25-$50k
0
84,742
36,031.0312
36,630.8438
21.333328
white
35.296875
38
0.42395
0.303955
1
0
0
yes
0.7
0.5
no dnr
14
132
22.597656
135
20
38.59375
148.875
3.399902
0.399963
2.399902
148
7.359375
401
47
3,975
null
null
null
2.979492
1,275
70.12695
1
male
1
9
9
ARF/MOSF w/Sepsis
ARF/MOSF
1
16
null
26
93,405
33,662.875
40,258.8125
59
white
23.898438
38
0.710938
0.622925
1
0
0
no
0.3
0.3
dnr after sadm
8
62
4.599609
135
38
39.39844
83.32812
null
0.799927
0.699951
146
7.339844
null
25
2,095
null
2
<2 mo. follow-up
2
1,276
70.20697
1
male
0
59
121
ARF/MOSF w/Sepsis
ARF/MOSF
2
null
null
55
480,909
147,843.125
135,322.875
35
white
25.199219
37
0.481995
0.362976
7
1
0
no
0.3
0.3
no dnr
59
68
17.898438
145
24
36.69531
222.84375
2.599609
0.5
0.799927
131
7.439453
235
32
4,750
null
4
Coma or Intub
4
1,277
65.87299
1
female
1
22
22
ARF/MOSF w/Sepsis
ARF/MOSF
3
9
under $11k
26
349,615
61,846.9062
68,313.375
38.666657
white
28.796875
50
0.524902
0.408997
15
0
0
no
0.5
0.5
dnr after sadm
14
115
4.599609
65
26
36
482.5
2.5
3.399902
1.599854
142
7.459961
253
66
2,395
null
1
<2 mo. follow-up
1
1,278
37.77399
1
female
0
28
93
Lung Cancer
Cancer
1
14
>$50k
0
124,501
49,427.8438
50,069.2812
22.75
white
11.199219
13
0.846924
0.662964
1
0
0
metastatic
0.8
0.5
no dnr
28
73
5.399414
115
36
38.39844
225
null
null
5.5
149
7.439453
234
125
1,400
null
0
null
0
1,279
27.866
0
female
0
10
670
CHF
COPD/CHF/Cirrhosis
2
18
$25-$50k
0
34,964
17,250.1562
16,624.7656
19.5
white
15
20
0.956909
0.92688
1
0
0
no
0.95
0.7
no dnr
10
69
7.199219
74
20
37.89844
null
3.599609
0.399963
1
135
null
84
5
7,025
1
2
null
2
1,280
46.51898
1
male
0
107
110
CHF
COPD/CHF/Cirrhosis
4
14
null
26
466,224
232,577.375
203,412.75
24
hispanic
40.5
71
0.46698
0.264954
1
1
0
no
0.25
0.25
no dnr
107
67
9.5
105
20
36.19531
null
4.199219
1
1.399902
140
null
80
17
900
null
0
null
0
1,281
75.461
1
female
0
5
451
CHF
COPD/CHF/Cirrhosis
3
null
null
0
22,979
9,299.4453
9,028.52344
31
black
17
22
0.862915
0.773926
1
0
0
no
0.8
0.7
no dnr
5
56
7.899414
105
8
36
228.875
2.799805
9.5
2.299805
155
7.459961
184
59
1,965
null
null
null
3.364258
1,282
66.50494
1
male
1
127
127
ARF/MOSF w/Sepsis
ARF/MOSF
1
null
null
26
983,206
null
null
43
white
42.898438
84
0.22699
0.127991
1
0
0
no
0.95
0.65
dnr after sadm
31
114
7.099609
70
30
36.59375
211.09375
null
null
0.899902
145
7.339844
102
18
5,650
null
null
Coma or Intub
2.810547
1,283
49.89697
1
female
0
71
308
ARF/MOSF w/Sepsis
ARF/MOSF
0
12
under $11k
0
550,783
250,646
225,433.625
28.75
black
32.195313
36
0.73291
0.649902
1
0
0
no
null
null
no dnr
71
45
23.199219
170
10
38.39844
100
null
null
2.299805
134
7.319336
287
33
279
3
0
adl>=4 (>=5 if sur)
0
1,284
45.08698
1
male
1
7
7
ARF/MOSF w/Sepsis
ARF/MOSF
4
18
null
44
385,690
26,342.0469
24,456.8906
36.5
asian
39.195313
84
0.252991
0.148987
37
1
0
no
0.05
0.05
dnr after sadm
5
77
15.898438
80
20
36.29688
null
null
20.597656
2.199707
131
null
76
11
2,250
null
null
<2 mo. follow-up
3.789063
1,285
71.849
0
male
0
8
667
CHF
COPD/CHF/Cirrhosis
3
null
null
0
64,436
12,104.5703
12,397.8047
23
white
28.898438
39
0.626953
0.442993
9
0
0
no
0.3
0.3
no dnr
8
50
9.298828
25
28
38.5
295
null
9.5
2.5
136
7.279297
null
89
1,790
null
null
null
2.848633
1,286
56.88199
1
female
1
4
4
MOSF w/Malig
ARF/MOSF
3
null
null
26
25,415
9,614.6406
12,402.25
37
white
30.199219
31
0.436951
0.316956
1
0
0
yes
0
0
dnr after sadm
4
49
12.398438
135
16
36.69531
211
null
null
1.199951
137
7.089844
null
18
3,013
null
null
<2 mo. follow-up
2.995117
1,287
39.02298
1
female
1
24
24
ARF/MOSF w/Sepsis
ARF/MOSF
0
null
null
0
288,218
98,932.75
108,947.312
53.333313
black
39.195313
74
0.588989
0.47998
4
0
0
no
0.1
0.01
dnr after sadm
18
78
25.796875
120
32
36.5
469.375
null
null
0.5
127
7.479492
null
13
3,765
null
2
<2 mo. follow-up
2
1,288
56.10999
1
male
1
27
27
ARF/MOSF w/Sepsis
ARF/MOSF
0
null
null
55
419,661
141,917.875
155,250.5
47.75
white
29.296875
77
0.472961
0.353943
5
0
0
no
0.5
0.5
dnr after sadm
26
113
0.099991
135
12
35.79688
265.25
1.799805
7.5
1.299805
131
7.299805
617
30
3,580
null
null
<2 mo. follow-up
2.902832
1,289
66.26398
0
female
0
12
666
ARF/MOSF w/Sepsis
ARF/MOSF
0
null
null
37
210,275
30,875.0625
32,321.875
35
asian
21.699219
21
0.659912
0.56189
11
0
0
no
0.85
0.85
no dnr
12
57
22.199219
100
31
38.5
182
null
2.799805
8.099609
141
7.389648
513
87
12
null
null
null
2.475098
1,290
67.92596
1
female
1
14
14
MOSF w/Malig
ARF/MOSF
1
null
null
44
320,408
67,552.125
63,066.0625
35.333313
white
47.898438
78
0.001
0
35
0
0
yes
0.1
0.05
dnr after sadm
12
100
16.796875
110
10
39
null
null
1
0.599976
135
null
110
25
2,305
null
null
<2 mo. follow-up
2.764648
1,291
82.02594
1
male
0
26
311
ARF/MOSF w/Sepsis
ARF/MOSF
3
null
null
0
122,708
45,664.9062
48,383.5312
23.75
white
30.597656
63
0.600952
0.493958
1
0
0
no
0.5
0.125
no dnr
26
63
9.099609
108
8
37.89844
313.3125
null
null
0.899902
138
7.479492
107
25
1,800
null
null
Coma or Intub
3.472656
1,292
55.13797
0
male
0
9
663
Lung Cancer
Cancer
3
14
null
0
29,367
11,812.4141
13,211.5
14.5
white
9.298828
14
0.844971
0.659912
1
0
0
metastatic
1
1
no dnr
9
48
0.5
140
34
39.79688
120
null
null
0.799927
157
7.379883
null
24
3,935
null
0
null
0
1,293
38.771
0
male
0
4
661
ARF/MOSF w/Sepsis
ARF/MOSF
1
13
$25-$50k
0
27,652
6,754.5781
9,067.78906
16
white
23
22
0.878906
0.835938
2
0
0
no
0.8
0.75
no dnr
4
55
18.097656
175
31
36
260
null
null
1.799805
137
7.469727
179
50
1,337
null
null
no(M2 and SIP pres)
2.138672
1,294
23.76999
1
female
0
6
37
ARF/MOSF w/Sepsis
ARF/MOSF
0
16
$11-$25k
9
54,663
14,430.6406
17,988.7344
44
hispanic
42.5
55
0.586914
0.477966
2
0
0
no
0.9
0.9
no dnr
6
70
10.599609
96
20
37.59375
309.5
4.099609
0.299988
0.799927
135
7.429688
126
11
2,890
null
0
<2 mo. follow-up
0
1,295
36.67398
1
male
1
4
4
ARF/MOSF w/Sepsis
ARF/MOSF
0
null
null
89
288,912
27,184.0625
23,017.6094
63
black
63.398438
121
0
0
9
0
0
no
0.9
0.9
no dnr
4
103
5
120
34
39
null
2.699707
null
0.799927
143
null
null
14
2,616
null
null
<2 mo. follow-up
2.575684
1,296
89.82599
1
female
1
4
4
ARF/MOSF w/Sepsis
ARF/MOSF
0
null
null
26
22,772
8,908.125
10,100.0469
31
white
42.296875
74
0.107986
0.045998
1
0
0
no
0.3
0.2
dnr after sadm
3
77
16.398438
118
28
36.19531
233.3125
null
0.699951
1.099854
133
7.469727
269
15
1,075
null
null
<2 mo. follow-up
3.566895
1,297
71.06396
0
male
0
15
656
ARF/MOSF w/Sepsis
ARF/MOSF
2
12
$25-$50k
0
88,606
28,624.5312
27,797.0938
26.666656
white
16.699219
35
0.843994
0.790894
7
0
0
no
0.75
0.6
no dnr
15
40
13.298828
115
36
38.79688
125
null
null
1.599854
143
7.519531
null
29
1,920
1
1
null
1
1,298
84.46796
1
female
1
3
3
Coma
Coma
2
10
under $11k
100
9,740
4,209.6055
4,440.21875
17
black
27.699219
78
0.024998
0.011
1
0
1
no
0.05
0
dnr after sadm
1
63
13.798828
168
40
39.59375
178.3125
1.699951
0.799927
0.699951
149
7.439453
147
32
2,710
null
null
<2 mo. follow-up
5.763672
1,299
93.46997
0
female
0
6
654
CHF
COPD/CHF/Cirrhosis
3
12
>$50k
0
13,705
7,081.7773
5,865.94922
17
white
21.699219
38
0.664917
0.490967
1
0
0
yes
0.7
0.6
dnr after sadm
2
59
13.099609
68
24
38.19531
90.76562
null
null
1.599854
142
7.469727
124
47
1,750
0
0
SIP>=30
0
1,300
57.48898
1
male
1
4
4
Cirrhosis
COPD/CHF/Cirrhosis
5
null
null
0
49,892
19,744.2812
23,346.25
51
white
49.5
93
0.046997
0.004999
1
0
0
yes
0
0
dnr after sadm
3
35
33.09375
155
30
38.59375
65
null
17.5
4.199219
135
7.109375
151
48
34
null
null
<2 mo. follow-up
3.341797