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
2,401
87.06097
1
female
0
8
1,109
COPD
COPD/CHF/Cirrhosis
3
12
under $11k
0
9,141
5,488.5938
null
10.5
white
18.796875
22
0.753906
0.611938
1
0
0
no
0.8
0.6
dnr after sadm
1
83
6.799805
60
20
36.09375
185.6875
null
0.199982
1.299805
142
7.269531
null
null
null
0
0
no(M2 and SIP pres)
0
2,402
60.745
0
female
0
9
1,313
ARF/MOSF w/Sepsis
ARF/MOSF
1
null
under $11k
9
14,478
4,920.8438
null
26
black
30.199219
29
0.622925
0.518921
1
0
0
yes
0.75
0.5
no dnr
9
42
11.199219
112
16
38.09375
524
2.799805
1.199951
1
144
7.399414
null
null
null
null
6
adl>=4 (>=5 if sur)
6
2,403
52.86499
1
female
0
11
23
Lung Cancer
Cancer
1
11
>$50k
0
20,940
11,508.2656
null
15.5
white
22.597656
11
0.615967
0.300964
1
0
0
metastatic
0.5
0.3
dnr after sadm
3
80
15.798828
70
30
37.69531
null
2.899902
0.199982
0.799927
141
null
null
null
null
3
5
<2 mo. follow-up
5
2,404
69.04895
1
male
1
12
12
ARF/MOSF w/Sepsis
ARF/MOSF
4
12
null
0
49,859
28,440.2969
null
34
white
31.5
52
0.587891
0.478943
6
1
0
no
0.6
0.55
dnr after sadm
11
63
8.699219
110
8
36.19531
130
2.899902
0.899902
8.099609
134
7.399414
null
null
null
0
0
<2 mo. follow-up
0
2,405
66.31097
1
female
0
18
92
COPD
COPD/CHF/Cirrhosis
2
12
null
0
56,614
41,906.9375
null
22
white
23.097656
34
0.764893
0.626953
13
0
0
no
0.4
0.3
no dnr
18
62
7.5
69
24
36.79688
163.25
3.799805
null
3.099609
134
7.429688
null
null
null
4
null
no(M2 and SIP pres)
3.183199
2,406
71.86896
0
male
0
121
1,307
ARF/MOSF w/Sepsis
ARF/MOSF
3
16
>$50k
0
195,312
104,546.312
null
28.5
white
29.296875
47
0.68689
0.594971
1
0
0
no
null
null
dnr after sadm
2
59
4
62
5
39.09375
195
2.199707
0.5
0.5
131
7.469727
null
null
null
null
5
no(M2 and SIP pres)
5
2,407
67.92096
1
male
0
9
210
ARF/MOSF w/Sepsis
ARF/MOSF
1
12
$25-$50k
0
12,316
7,214.0312
null
14.5
white
19
20
0.825928
0.766968
1
0
0
yes
0.5
0.3
no dnr
9
77
22.199219
80
25
36.09375
367.5
null
1.199951
0.899902
141
7.479492
null
null
null
0
0
no(M2 and SIP pres)
0
2,408
77.24298
1
male
0
4
583
COPD
COPD/CHF/Cirrhosis
3
12
$25-$50k
0
4,298
2,533.3926
null
15
white
18.699219
17
0.775879
0.641968
1
0
0
yes
1
0.9
no dnr
4
87
12.398438
80
20
36.09375
395
null
null
1.699951
139
7.329102
null
null
null
null
null
no(M2 and SIP pres)
2.838867
2,409
66.97095
0
female
0
9
1,305
ARF/MOSF w/Sepsis
ARF/MOSF
4
8
under $11k
100
11,884
5,305.3516
null
14.5
black
35
50
0.054993
0.017998
1
1
0
yes
0.9
0.9
dnr before sadm
-1
47
9.798828
98
11
36.29688
486.625
4.5
0.5
0.5
168
7.319336
null
null
null
null
1
no(M2 and SIP pres)
1
2,410
31.05299
0
female
0
50
1,305
MOSF w/Malig
ARF/MOSF
2
12
$11-$25k
0
238,115
116,004.25
null
43.5
white
42
77
0.274963
0.166992
1
0
0
yes
0.7
0.5
no dnr
50
51
0.899902
134
12
38.29688
132
1.799805
1.799805
2
145
7.339844
null
null
null
null
3
adl>=4 (>=5 if sur)
3
2,411
63.452
1
male
1
8
8
ARF/MOSF w/Sepsis
ARF/MOSF
0
12
$25-$50k
0
30,733
10,592.25
null
31.5
white
29
34
0.671997
0.575928
7
0
0
no
0.97
0.98
no dnr
8
76
12.099609
104
32
39.29688
116.65625
2.799805
null
0.799927
132
7.459961
null
null
null
0
0
<2 mo. follow-up
0
2,412
61.29999
1
male
1
21
21
ARF/MOSF w/Sepsis
ARF/MOSF
3
null
null
0
148,632
93,047.125
null
58.333313
null
48.296875
69
0.181976
0.093994
4
0
0
no
0.25
0.2
dnr after sadm
19
50
39.296875
110
8
33.69531
61
null
3.299805
1.299805
132
7.349609
null
null
null
null
null
<2 mo. follow-up
2.48877
2,413
55.78897
1
male
0
16
82
Lung Cancer
Cancer
2
null
null
0
19,538
11,818.8594
null
19.666656
null
22.699219
23
0.60498
0.287964
1
0
0
metastatic
0.15
0.05
no dnr
16
113
7.299805
96
32
38.69531
171.65625
3.099609
0.399963
1.099854
139
7.5
null
null
null
null
null
null
3.235352
2,414
87.25494
1
female
0
10
348
COPD
COPD/CHF/Cirrhosis
1
12
under $11k
9
16,061
10,449.7344
11,553.5859
19.5
white
20.597656
31
0.687988
0.520996
1
0
0
no
0.5
0.1
no dnr
10
67
8.599609
100
16
36.89844
null
null
null
1.199951
138
null
null
19
750
null
2
no(M2 and SIP pres)
2
2,415
46.30298
1
female
0
4
333
Lung Cancer
Cancer
1
12
$25-$50k
0
14,642
7,322.0742
2,511.67969
11
white
14.798828
5
0.785889
0.550903
1
0
0
metastatic
0.9
0.7
no dnr
4
73
13.5
105
23
38.19531
100
null
null
3.699707
127
7.389648
null
78
3,100
null
null
no(M2 and SIP pres)
2.73877
2,416
83.67096
1
female
1
4
4
ARF/MOSF w/Sepsis
ARF/MOSF
2
12
under $11k
0
12,886
2,669.707
9,251.5
24
white
26.398438
45
0.688965
0.596924
1
0
0
no
0.75
0.7
dnr after sadm
4
50
12.099609
105
16
36.09375
null
3.599609
1.199951
1.299805
125
null
null
39
5,180
1
null
<2 mo. follow-up
1.166748
2,417
49.69498
0
male
0
10
1,090
ARF/MOSF w/Sepsis
ARF/MOSF
4
9
null
0
15,399
9,213.6016
9,007.91406
18.5
black
25.699219
51
0.832886
0.775879
1
0
0
no
0.95
0.92
no dnr
10
102
14.798828
130
30
39
155
null
null
0.5
130
7.5
147
13
1,530
0
0
SIP>=30
0
2,418
82.237
1
female
0
14
245
ARF/MOSF w/Sepsis
ARF/MOSF
1
12
under $11k
0
41,176
18,947.2656
25,436.6719
22
white
22.597656
29
0.678955
0.584961
3
0
0
yes
0.9
0.7
no dnr
14
68
0.799927
120
18
38.09375
152
2.099609
6.299805
2.5
127
7.289062
215
77
2,010
2
1
SIP>=30
1
2,419
74.40399
1
female
0
8
805
Cirrhosis
COPD/CHF/Cirrhosis
2
16
>$50k
0
12,160
6,177.9922
6,558.64844
10.5
white
14.298828
22
0.795898
0.671997
1
0
0
no
0.92
0.7
no dnr
8
63
21
124
36
36
319
2.699707
0.599976
1.199951
147
7.359375
226
44
1,027
3
null
no(M2 and SIP pres)
2.510742
2,420
85.224
1
male
1
14
14
ARF/MOSF w/Sepsis
ARF/MOSF
6
20
>$50k
0
67,876
49,520.2188
45,099.1875
29.666656
white
24.199219
57
0.56897
0.457947
14
1
0
yes
0.3
0.3
dnr after sadm
4
81
9.599609
100
20
38.39844
null
null
null
0.799927
132
null
108
12
2,650
null
7
<2 mo. follow-up
7
2,421
87.60797
1
female
1
25
25
ARF/MOSF w/Sepsis
ARF/MOSF
1
12
$25-$50k
26
93,347
58,623.625
58,592.0625
15.25
white
23.796875
45
0.517944
0.401978
17
0
0
no
0.8
0.6
dnr after sadm
24
112
6.299805
115
10
35
230
2.399902
16.097656
1.799805
145
7.449219
296
34
1,494
null
1
<2 mo. follow-up
1
2,422
68.18896
0
female
0
37
1,088
COPD
COPD/CHF/Cirrhosis
3
14
under $11k
0
81,038
25,616.6562
67,540.75
25.25
white
28
20
0.733887
0.582886
1
0
0
no
0.75
0.7
no dnr
37
55
6.5
45
10
36.29688
null
null
null
0.399963
141
null
null
16
1,775
null
3
no(M2 and SIP pres)
3
2,423
58.46698
0
male
0
5
1,088
Cirrhosis
COPD/CHF/Cirrhosis
4
19
>$50k
0
6,816
3,522.6035
4,406.54688
7
white
20.597656
40
0.790894
0.66394
1
0
0
no
0.9
0.75
no dnr
5
79
11.699219
72
16
38
null
null
0.699951
0.899902
138
null
null
null
3,900
0
1
SIP>=30
1
2,424
72.62396
1
female
0
27
37
Lung Cancer
Cancer
3
8
under $11k
0
29,597
17,250.1875
23,536.5156
8.75
white
22.5
18
0.559937
0.237
1
0
0
metastatic
0.15
0.04
dnr after sadm
2
127
7.799805
130
52
38.5
null
2
0.899902
0.5
131
null
191
16
4,185
null
0
<2 mo. follow-up
0
2,425
85.05096
0
male
0
19
1,086
COPD
COPD/CHF/Cirrhosis
1
19
null
0
27,225
13,628.3281
17,693.3438
11
white
16.5
26
0.802979
0.681885
1
0
0
no
0.95
0.8
no dnr
19
58
6
125
28
38.09375
150
null
null
1.399902
133
7.489258
null
28
3,400
2
0
no(M2 and SIP pres)
0
2,426
88.86798
1
female
0
5
8
Coma
Coma
0
null
null
94
4,313
2,654.1602
2,629.7793
6
white
19.398438
18
0.140991
0.090988
1
0
0
no
0.01
0.01
dnr before sadm
-1
53
42.09375
75
12
38.89844
67
null
8.099609
5.5
155
7.419922
391
98
null
null
null
<2 mo. follow-up
3.016113
2,427
73.39899
1
male
0
3
135
Cirrhosis
COPD/CHF/Cirrhosis
5
10
under $11k
0
5,160
2,640.3477
2,933.28906
15
hispanic
22.699219
38
0.645996
0.46698
1
1
0
no
0.5
0.3
dnr after sadm
2
68
0.799927
120
24
38
297.125
2.399902
0.799927
2.099609
141
7.429688
74
21
4,070
3
null
adl>=4 (>=5 if sur)
2.510742
2,428
90.28296
1
male
1
5
5
Coma
Coma
1
8
under $11k
100
18,727
7,006.1328
13,303.1641
38
white
22
45
0.038994
0.018997
4
0
0
no
0
0
dnr after sadm
2
67
6.399414
46
22
36.89844
251
null
null
1.899902
137
7.439453
126
28
1,370
null
null
<2 mo. follow-up
3.491699
2,429
69.125
0
female
0
9
1,080
COPD
COPD/CHF/Cirrhosis
4
9
under $11k
0
8,771
4,925.7344
6,804.16797
6.5
black
19
9
0.855957
0.762939
1
0
0
no
0.9
0.9
no dnr
9
93
6.5
80
20
36.09375
null
null
null
1
139
null
107
17
6,050
0
1
no(M2 and SIP pres)
1
2,430
58.987
1
female
0
7
11
Colon Cancer
Cancer
1
16
$25-$50k
0
6,447
3,819.7754
3,711.09961
5
white
21.296875
23
0.764893
0.514893
1
0
0
metastatic
0.2
0.02
dnr after sadm
1
50
8.099609
50
28
38.09375
171.40625
4.399414
0.799927
1.399902
139
7.449219
109
27
440
null
3
<2 mo. follow-up
3
2,431
73.15796
1
female
0
11
679
COPD
COPD/CHF/Cirrhosis
2
16
under $11k
0
18,381
7,921.2852
9,295.98438
17.5
white
28.5
54
0.680908
0.511963
1
0
0
no
0.85
0.8
no dnr
11
107
11.099609
80
25
36.09375
375
2.5
null
8.099609
130
7.359375
191
69
110
2
null
SIP>=30
1.838867
2,432
93.04895
0
male
0
8
1,078
ARF/MOSF w/Sepsis
ARF/MOSF
3
8
null
0
16,645
7,173.9883
11,388.4062
16.5
white
27.699219
43
0.487
0.368958
3
1
0
yes
0.9
0.75
no dnr
8
73
14.699219
72
20
35.79688
422.1875
3.299805
null
2.299805
142
7.429688
126
44
2,140
1
1
no(M2 and SIP pres)
1
2,433
62.31097
1
female
1
19
19
Coma
Coma
3
12
under $11k
100
47,340
29,971.7969
34,933.5312
30
black
27
45
0.093994
0.054993
1
1
0
yes
0.9
0.9
dnr after sadm
13
107
4.599609
80
20
36.79688
null
2.399902
1.5
0.799927
141
null
70
7
650
null
7
<2 mo. follow-up
7
2,434
78.87195
1
female
0
30
55
ARF/MOSF w/Sepsis
ARF/MOSF
2
8
under $11k
0
63,298
26,520.2656
39,171.2188
23.25
white
28.699219
81
0.66394
0.566895
1
1
0
no
0.25
0.05
dnr after sadm
16
67
9.898438
70
8
35.89844
267.5
2.099609
null
5.299805
133
7.359375
163
97
39
null
6
<2 mo. follow-up
6
2,435
48.77798
1
female
0
5
150
Lung Cancer
Cancer
2
12
null
0
7,376
3,867.5684
3,885.50977
13
white
24.5
11
0.582886
0.261963
1
0
0
metastatic
0.8
0.5
no dnr
5
63
12.398438
70
34
35.59375
315
null
null
1.899902
135
7.379883
258
90
775
3
null
SIP>=30
2.510742
2,436
75.15399
1
female
0
11
300
ARF/MOSF w/Sepsis
ARF/MOSF
1
12
>$50k
0
51,018
25,412.875
31,865.5312
29
white
27.597656
35
0.635986
0.533936
8
0
0
no
0.95
0.95
no dnr
11
53
11.099609
62
10
38.19531
410
2.799805
0.199982
0.699951
128
7.40918
96
14
2,820
0
0
no(M2 and SIP pres)
0
2,437
95.33496
1
female
0
11
1,053
COPD
COPD/CHF/Cirrhosis
1
null
>$50k
0
18,790
8,041.3633
12,426.5391
25
white
20.097656
10
0.656982
0.480957
1
0
0
no
0.8
0.5
dnr after sadm
2
60
4.299805
80
15
36.69531
null
2.299805
7.699219
1
133
null
76
23
1,150
null
4
no(M2 and SIP pres)
4
2,438
43.44998
1
male
0
16
251
MOSF w/Malig
ARF/MOSF
3
14
$25-$50k
0
67,444
43,043.2188
44,333.3125
38.333313
white
51.59375
83
0.007
0.001
8
0
0
metastatic
0.5
0.2
no dnr
16
103
null
96
12
36.59375
null
3.299805
0.399963
0.599976
132
null
168
8
null
null
0
null
0
2,439
77.81494
1
male
1
3
3
CHF
COPD/CHF/Cirrhosis
4
null
null
100
5,391
3,145.9785
3,294.9082
24
white
33.09375
79
0.090988
0.014999
1
0
1
no
null
null
dnr after sadm
3
100
14.599609
100
25
36.69531
323.75
3.899902
null
1.099854
140
7.329102
181
18
1,700
null
null
<2 mo. follow-up
6.068359
2,440
64.85394
1
male
1
14
14
MOSF w/Malig
ARF/MOSF
4
16
>$50k
0
57,305
20,685.6875
35,790.0938
27.666656
white
32.09375
55
0.452942
0.332947
3
0
0
yes
0.3
0.15
dnr after sadm
8
70
12.298828
100
30
39.39844
null
null
null
0.799927
139
null
143
11
null
null
1
<2 mo. follow-up
1
2,441
73.17999
0
male
0
9
1,072
ARF/MOSF w/Sepsis
ARF/MOSF
0
12
null
0
15,118
8,541.5078
4,252.26953
11.5
white
23.597656
23
0.784912
0.714966
1
0
0
no
1
0.9
no dnr
9
67
11.5
100
20
36.09375
292
2.699707
0.799927
1.5
130
7.479492
305
49
935
0
0
no(M2 and SIP pres)
0
2,442
77.24298
0
male
0
6
1,071
COPD
COPD/CHF/Cirrhosis
2
15
$25-$50k
0
9,213
4,534.9688
5,946.60938
9
white
20.699219
29
0.789917
0.662964
1
0
0
no
0.6
0.25
dnr before sadm
0
63
2.199707
60
15
40.29688
317.5
3.099609
null
2.5
145
7.479492
215
64
1,205
0
0
no(M2 and SIP pres)
0
2,443
91.16797
1
female
1
11
11
COPD
COPD/CHF/Cirrhosis
2
14
$11-$25k
9
22,895
6,213.3398
20,997.8281
24.5
white
28.296875
33
0.44696
0.245972
1
0
0
no
0.5
0.5
dnr after sadm
6
67
6.599609
80
20
36.09375
173.3125
null
null
0.799927
136
7.259766
106
6
null
null
6
<2 mo. follow-up
6
2,444
45.10599
0
male
0
46
1,071
ARF/MOSF w/Sepsis
ARF/MOSF
1
14
null
0
132,956
95,915
87,665.4375
41.5
white
19.296875
30
0.871948
0.826904
2
0
0
yes
0.5
0.5
no dnr
46
77
2.199707
130
20
36.09375
null
null
null
0.899902
135
null
99
4
null
null
0
adl>=4 (>=5 if sur)
0
2,445
73.61798
1
female
0
12
67
Lung Cancer
Cancer
4
14
$25-$50k
0
21,745
12,838.8906
13,445.8672
16
white
34.195313
30
0.218994
0.022999
1
0
0
metastatic
0.3
0.1
dnr after sadm
3
57
10
67
5
36.29688
210
2.799805
0.199982
0.699951
149
7.459961
162
14
501
null
4
null
4
2,446
87.45197
0
female
0
27
1,068
ARF/MOSF w/Sepsis
ARF/MOSF
2
12
under $11k
0
40,903
25,369.1562
27,328.6406
15.5
white
19.398438
43
0.771973
0.698975
3
1
0
no
0.8
0.8
no dnr
27
53
5.799805
56
16
36.79688
362.9375
2.799805
0.299988
3.199707
137
7.379883
339
64
1,705
null
1
no(M2 and SIP pres)
1
2,447
72.10999
1
male
1
18
18
ARF/MOSF w/Sepsis
ARF/MOSF
6
null
null
0
82,805
30,254.5
60,945.9375
46.666657
white
31.796875
43
0.527954
0.411987
15
1
1
no
0.5
0.4
dnr after sadm
14
50
13.5
68
30
36.09375
396.625
null
0.299988
1.5
150
7.389648
306
22
855
null
null
<2 mo. follow-up
5.959961
2,448
67.01196
1
male
0
5
27
Colon Cancer
Cancer
1
13
$11-$25k
0
4,505
2,691.5371
2,555.98828
10
white
18.699219
24
0.789917
0.556885
1
0
0
metastatic
0.9
0.3
no dnr
5
57
78.796875
67
11
35.69531
509.5
1.899902
0.399963
4.799805
138
7.329102
150
111
353
0
0
<2 mo. follow-up
0
2,449
67.258
1
female
0
4
99
CHF
COPD/CHF/Cirrhosis
3
12
$11-$25k
0
4,037
2,270.6152
2,148.86914
15
white
21.296875
32
0.800903
0.678955
1
0
0
yes
null
null
no dnr
4
77
6.699219
80
20
39.39844
null
2.699707
0.5
0.599976
135
null
118
3
null
2
2
no(M2 and SIP pres)
2
2,450
63.59198
1
female
1
12
12
ARF/MOSF w/Sepsis
ARF/MOSF
2
12
under $11k
0
55,293
29,078.8281
36,228.8438
34
white
30.097656
47
0.710938
0.622925
1
0
0
no
0.7
0.7
dnr after sadm
11
63
11.199219
60
8
36.19531
116
null
null
1.399902
150
7.439453
158
43
3,081
0
null
<2 mo. follow-up
0.494751
2,451
38.81198
1
male
1
10
10
ARF/MOSF w/Sepsis
ARF/MOSF
0
17
$25-$50k
0
46,577
28,459.8281
29,525.5
42
white
29.796875
54
0.79895
0.73291
2
0
0
no
0
0
dnr after sadm
9
111
7.5
50
8
35.79688
362.5
null
null
0.799927
146
7.379883
83
10
3,226
null
0
<2 mo. follow-up
0
2,452
72.03595
1
female
0
10
816
CHF
COPD/CHF/Cirrhosis
4
14
under $11k
0
18,033
10,641.3906
12,564.7188
18.5
white
21.097656
37
0.825928
0.716919
1
1
0
no
0.75
0.75
no dnr
10
40
0.5
135
30
36.69531
110
1.5
3.699707
1
142
7.429688
156
30
2,810
5
1
SIP>=30
1
2,453
94.04199
1
female
0
13
74
COPD
COPD/CHF/Cirrhosis
3
12
null
0
12,115
7,034.9492
7,291.13672
6.5
white
15.5
51
0.758911
0.61792
1
0
0
no
0.2
0.05
dnr after sadm
1
43
6.599609
71
38
35.59375
309.5
3.699707
0.899902
2.5
137
7.419922
39
139
364
2
6
SIP>=30
6
2,454
58.29398
1
female
0
7
143
Lung Cancer
Cancer
1
16
>$50k
0
9,432
5,565.1484
6,786.11719
6.5
white
16
8
0.740967
0.475952
1
0
0
metastatic
0.95
0.5
no dnr
7
52
3.399902
72
14
39.89844
95.70312
1.5
0.5
1.299805
142
7.469727
288
39
1,095
0
null
SIP>=30
0.494751
2,455
79.76996
1
male
0
13
224
CHF
COPD/CHF/Cirrhosis
3
11
$11-$25k
0
13,059
7,513.8086
8,096.76953
12
white
28.699219
43
0.658936
0.483948
1
0
0
no
0.8
0.2
dnr after sadm
1
63
3
50
25
37.5
352.375
4.399414
0.399963
1.399902
139
7.439453
86
11
1,025
0
1
no(M2 and SIP pres)
1
2,456
93.5
0
female
0
11
1,059
ARF/MOSF w/Sepsis
ARF/MOSF
0
null
null
0
17,669
7,677.5938
12,203.5156
17.5
white
23.097656
35
0.707886
0.619995
1
0
0
no
null
null
no dnr
11
100
8.699219
100
20
36.09375
246
3.399902
0.399963
1.899902
137
7.269531
211
34
1,175
null
null
null
3.571289
2,457
64.98596
0
male
0
11
1,058
COPD
COPD/CHF/Cirrhosis
3
null
null
0
15,358
8,118.6953
8,780.17969
13
white
16.898438
34
0.892944
0.821899
1
0
0
no
0.95
0.9
no dnr
11
63
10.898438
49
36
35.79688
215
2.5
0.5
1.099854
138
7.399414
122
24
2,900
null
null
null
3.209473
2,458
79.21997
1
male
1
13
13
COPD
COPD/CHF/Cirrhosis
2
12
$11-$25k
0
26,546
19,413.3125
20,848.8906
23
white
21
46
0.718994
0.562988
1
0
0
yes
0.95
0.7
no dnr
13
60
12.5
130
8
38.5
276
2.299805
0.699951
1
144
7.439453
148
11
3,310
null
0
<2 mo. follow-up
0
2,459
73.16095
1
female
0
16
71
ARF/MOSF w/Sepsis
ARF/MOSF
1
12
$11-$25k
0
31,648
9,778.0625
27,422.9844
33
white
18.699219
34
0.767944
0.69397
1
0
0
metastatic
0.5
0.2
dnr after sadm
1
69
10.398438
97
22
36.69531
148.5625
2.799805
0.299988
6.5
136
7.319336
82
37
null
2
6
adl>=4 (>=5 if sur)
6
2,460
64.53094
1
female
0
5
31
Colon Cancer
Cancer
1
12
under $11k
0
6,520
3,431.6211
3,499.89844
15
white
16.597656
13
0.823975
0.618896
1
0
0
metastatic
0.79
0.25
no dnr
5
127
15.398438
70
30
37.89844
280
2.299805
null
0.699951
153
7.379883
299
31
2,035
null
0
<2 mo. follow-up
0
2,461
96.02496
1
male
0
6
153
CHF
COPD/CHF/Cirrhosis
2
0
$11-$25k
0
5,425
3,100.5625
3,094.23828
11
white
18.597656
16
0.768921
0.631958
1
0
0
no
0.8
0.5
no dnr
6
52
11.798828
63
10
38.59375
70
2.599609
0.5
1.599854
136
7.469727
270
35
2,215
0
1
no(M2 and SIP pres)
1
2,462
79.61395
1
female
1
8
8
ARF/MOSF w/Sepsis
ARF/MOSF
3
17
$11-$25k
0
49,723
19,671.1875
29,578.6094
33
white
26.796875
40
0.634888
0.532959
7
0
1
no
0.5
0.5
dnr after sadm
5
97
7.799805
80
20
36.69531
null
3.099609
1.699951
1.099854
138
null
88
23
300
null
1
<2 mo. follow-up
1
2,463
80.383
1
male
0
21
71
ARF/MOSF w/Sepsis
ARF/MOSF
3
null
null
9
65,194
34,252.8438
40,685.7188
18
white
31.097656
49
0.445984
0.326965
16
0
0
no
0.2
0.2
no dnr
21
67
12
70
20
36.09375
280.9375
2.699707
null
1
139
7.519531
103
13
1,475
null
null
null
3.805176
2,464
72.82098
1
male
1
4
4
ARF/MOSF w/Sepsis
ARF/MOSF
2
16
>$50k
0
9,040
2,867.6523
7,223.89844
42
white
37
77
0.402954
0.283997
1
0
0
yes
0.09
0.09
dnr after sadm
3
115
30.597656
130
38
36.69531
142.84375
3.199707
0.5
0.699951
145
7.479492
259
25
1,485
null
null
<2 mo. follow-up
2.372559
2,465
62.17899
1
male
0
7
840
CHF
COPD/CHF/Cirrhosis
4
null
null
0
12,723
4,000.0977
7,637.37891
13.5
white
17
24
0.895996
0.825928
1
1
0
no
0.85
0.8
no dnr
7
69
14.099609
82
32
38.09375
71
2.299805
null
2.299805
136
7.389648
151
31
1,975
null
null
null
2.155273
2,466
91.59998
0
female
0
5
1,051
COPD
COPD/CHF/Cirrhosis
4
null
null
9
6,892
3,620.3379
3,669.80859
19
white
23.199219
44
0.583984
0.390991
1
0
1
no
0.75
0.5
dnr before sadm
-1
110
6.799805
80
24
38.09375
220
3
0.799927
6
140
7.329102
106
75
855
null
null
null
6.798828
2,467
63.70398
0
female
0
7
1,052
COPD
COPD/CHF/Cirrhosis
1
13
null
0
14,808
8,494.9297
9,352.98438
11.5
white
24.097656
25
0.823975
0.713989
1
0
0
no
0.95
0.95
dnr after sadm
3
70
11.798828
80
25
37
344
4
1.099854
1.5
134
7.549805
127
61
700
1
null
no(M2 and SIP pres)
1.166748
2,468
49.94098
0
male
0
6
1,052
CHF
COPD/CHF/Cirrhosis
2
null
null
0
6,022
3,451.0117
3,434.55859
9
white
13.798828
37
0.93689
0.892944
1
0
0
no
0.7
0.6
no dnr
6
73
6.5
70
20
36.69531
null
null
0.5
0.5
139
null
101
12
null
null
null
null
2.330566
2,469
80.65698
1
female
1
16
16
Coma
Coma
1
12
under $11k
100
52,292
35,646.375
36,685.375
28.666656
white
31.296875
62
0.011999
0.004
1
1
0
no
0.5
0.4
dnr after sadm
13
107
6.599609
50
25
36.09375
186.1875
null
null
4.5
138
7.5
179
70
1,900
null
0
<2 mo. follow-up
0
2,470
73.185
1
male
0
13
23
COPD
COPD/CHF/Cirrhosis
2
12
>$50k
0
21,289
9,521.3359
9,611.84375
11
white
22.097656
22
0.795898
0.671997
1
0
0
no
0.8
0.5
dnr after sadm
2
58
14.099609
107
28
39.09375
330
null
null
0.799927
134
7.40918
252
16
1,500
0
0
<2 mo. follow-up
0
2,471
92.35297
1
female
0
5
1,037
CHF
COPD/CHF/Cirrhosis
4
18
$25-$50k
9
4,530
2,524.7617
2,891.37891
5
white
21.296875
44
0.643921
0.463989
1
0
0
yes
0.75
0.4
no dnr
5
77
15.298828
80
20
36.69531
200
null
null
1.099854
137
7.40918
169
26
1,250
4
3
no(M2 and SIP pres)
3
2,472
71.06897
0
female
0
8
1,048
COPD
COPD/CHF/Cirrhosis
3
null
null
0
9,867
5,391.0859
5,893.84766
11
white
15
11
0.886963
0.81189
1
0
1
no
0.99
0.98
no dnr
8
107
14.199219
110
26
36.5
313
null
null
1
137
7.429688
246
28
607
null
null
null
5.033203
2,473
70.69098
1
female
1
17
17
Colon Cancer
Cancer
1
12
under $11k
0
15,326
9,194.1484
901.73975
7.333332
white
42
35
0.194977
0.016998
1
0
0
metastatic
0.3
0.1
dnr after sadm
3
58
11.699219
74
8
37.89844
180
3.399902
null
1.199951
142
7.389648
151
24
2,885
null
7
<2 mo. follow-up
7
2,474
81.45898
1
female
0
24
541
ARF/MOSF w/Sepsis
ARF/MOSF
5
12
under $11k
0
38,340
16,256.4531
24,652.8594
22.666656
white
33.898438
37
0.516968
0.40094
1
1
0
no
0.6
0.6
no dnr
24
78
12.199219
76
16
37.79688
null
3.199707
0.399963
1.099854
138
null
83
19
null
2
2
no(M2 and SIP pres)
2
2,475
56.85999
0
female
0
22
1,047
COPD
COPD/CHF/Cirrhosis
3
12
under $11k
0
31,629
14,054.8281
22,525.2812
15.333328
white
29.5
40
0.787964
0.660889
1
0
0
no
0.75
0.6
no dnr
22
60
5.599609
80
20
36.09375
null
null
null
1.199951
129
null
109
18
null
4
1
no(M2 and SIP pres)
1
2,476
53.43698
1
female
1
4
4
Lung Cancer
Cancer
1
12
null
0
4,094
2,367.0938
3,063.93945
11
white
40.796875
59
0.117996
0.004999
1
0
0
metastatic
0
0
dnr before sadm
-1
65
16.597656
126
20
36.89844
140
2.199707
0.299988
0.899902
149
7.40918
265
35
2,447
null
null
<2 mo. follow-up
2.522949
2,477
34.72098
0
male
0
5
1,042
ARF/MOSF w/Sepsis
ARF/MOSF
1
19
$11-$25k
0
8,854
3,487.0508
6,401.4375
24
white
12.798828
12
0.952881
0.935913
1
0
0
no
0.9
0.9
no dnr
5
133
26.296875
134
22
36.09375
236.71875
3.399902
1.399902
4.5
147
7.389648
111
125
1,355
null
null
no(M2 and SIP pres)
1.622803
2,478
49.65399
0
female
0
32
1,041
ARF/MOSF w/Sepsis
ARF/MOSF
3
13
null
0
45,260
21,936.75
27,900.5156
20.25
white
19.699219
32
0.866943
0.819946
1
1
0
yes
0.95
0.9
dnr after sadm
2
43
5.899414
111
15
38.59375
336
2.399902
1.199951
5.399414
151
7.389648
99
70
285
null
6
adl>=4 (>=5 if sur)
6
2,479
46.78198
1
male
0
7
993
COPD
COPD/CHF/Cirrhosis
3
12
$25-$50k
0
7,958
4,409.9375
4,171.21875
5.5
hispanic
16.597656
18
0.942993
0.902954
1
0
0
no
0.98
0.96
no dnr
7
109
6.899414
65
20
36.59375
524
null
null
1.699951
139
7.509766
224
30
2,100
2
0
no(M2 and SIP pres)
0
2,480
63.836
0
male
0
4
1,039
Lung Cancer
Cancer
1
null
null
0
17,745
8,744.4062
3,793.07812
12
null
7.699219
12
0.850952
0.670898
1
0
0
metastatic
0.9
0.5
no dnr
4
77
3.799805
80
25
35.59375
null
3.299805
1.599854
2.099609
138
null
92
53
825
null
null
null
2.276856
2,481
76.47894
1
male
1
8
8
ARF/MOSF w/Sepsis
ARF/MOSF
2
16
>$50k
0
26,124
8,544.6719
19,490.6406
44
white
28.097656
48
0.620972
0.516968
1
0
0
yes
0.3
0.3
no dnr
8
110
16.398438
70
25
36.69531
180
3.299805
null
0.5
136
7.399414
167
17
1,590
null
0
<2 mo. follow-up
0
2,482
66.04498
0
female
0
76
1,038
ARF/MOSF w/Sepsis
ARF/MOSF
0
12
$25-$50k
0
162,830
148,262.375
135,075.75
38.25
white
45.296875
68
0.291992
0.181
1
0
0
no
0.9
0.85
no dnr
76
70
6.5
80
25
36.69531
319
4.199219
1.199951
1.599854
134
7.529297
106
24
1,500
null
null
adl>=4 (>=5 if sur)
1.987793
2,483
65.487
1
male
0
24
231
CHF
COPD/CHF/Cirrhosis
4
14
null
0
40,260
22,924.5312
25,569.4375
19.666656
white
24.597656
42
0.803955
0.68396
1
0
0
no
0.3
0.2
dnr after sadm
17
47
16
70
10
40.19531
382
3.699707
2.5
2.199707
145
7.459961
219
60
1,072
0
1
SIP>=30
1
2,484
74.98999
0
female
0
11
1,034
ARF/MOSF w/Sepsis
ARF/MOSF
0
12
>$50k
0
51,049
32,962.1562
32,872.0625
24.5
white
30.199219
48
0.590942
0.482971
5
0
0
no
0.5
0.45
no dnr
11
100
9.398438
100
30
36.09375
385.125
3.199707
null
0.699951
141
7.239258
155
19
775
0
0
no(M2 and SIP pres)
0
2,485
71.00897
1
female
1
20
20
Coma
Coma
3
12
under $11k
100
24,582
16,148.7969
18,534.9219
20
white
21.5
21
0.21698
0.153992
1
0
0
no
0.5
0.5
dnr after sadm
1
57
27.796875
80
20
36.09375
252.375
null
null
1.099854
132
7.459961
90
30
1,100
null
6
<2 mo. follow-up
6
2,486
82.26099
1
male
0
38
397
ARF/MOSF w/Sepsis
ARF/MOSF
3
12
null
0
79,617
28,075.9219
62,717.75
33.75
white
26.097656
61
0.636963
0.535889
1
0
0
yes
0.5
0.3
dnr after sadm
8
107
4.799805
100
20
36.09375
498.3125
3.899902
0.299988
0.899902
135
7.359375
90
18
null
null
3
adl>=4 (>=5 if sur)
3
2,487
77.06494
1
female
0
4
381
CHF
COPD/CHF/Cirrhosis
2
11
$11-$25k
0
4,731
2,831.1074
2,518.73828
16
white
13.099609
13
0.894897
0.823975
1
0
0
no
0.9
0.8
no dnr
4
67
20.199219
90
20
36.5
404.75
3.799805
4.099609
1.799805
143
7.549805
89
44
null
7
3
no(M2 and SIP pres)
3
2,488
79.91498
1
male
1
12
12
ARF/MOSF w/Sepsis
ARF/MOSF
3
null
null
0
35,208
28,682.25
28,319.8594
27.5
white
33.695313
61
0.463989
0.344971
5
1
0
no
0
0
dnr after sadm
3
41
15.398438
109
28
37.69531
436.625
3
0.599976
1.699951
138
7.369141
82
36
2,340
null
null
<2 mo. follow-up
3.675293
2,489
80.05499
0
female
0
27
1,033
ARF/MOSF w/Sepsis
ARF/MOSF
2
16
null
0
63,531
30,828.3438
32,720.3906
19.25
white
12.099609
17
0.866943
0.819946
9
0
0
no
0.7
0.65
no dnr
27
51
17.5
84
29
36.29688
122.4375
3.699707
null
1.299805
136
7.359375
200
21
3,070
null
0
no(M2 and SIP pres)
0
2,490
72.25494
1
male
0
7
9
Lung Cancer
Cancer
2
null
null
0
5,886
3,460.0781
4,167.5
5.5
black
19.296875
10
0.639893
0.33197
1
0
0
metastatic
null
null
dnr after sadm
1
40
15.699219
144
4
37.19531
105
null
null
0.899902
141
7.289062
209
13
null
null
null
<2 mo. follow-up
3.14502
2,491
41.172
1
female
0
10
26
Colon Cancer
Cancer
1
12
$25-$50k
0
15,770
8,478.8047
7,881.73828
17.5
white
25.699219
44
0.72998
0.457947
1
0
0
metastatic
0.5
0.25
dnr after sadm
6
63
7.599609
72
16
38.29688
305
3.399902
0.899902
0.699951
141
7.419922
107
15
4,640
null
2
<2 mo. follow-up
2
2,492
64.04395
1
male
0
3
129
Colon Cancer
Cancer
2
12
null
0
2,867
1,655.6846
1,640.67969
null
white
17.898438
32
0.806885
0.586914
1
1
0
metastatic
0.7
0.1
no dnr
3
109
7.099609
129
22
39.39844
246.65625
null
0.599976
1.199951
146
7.289062
418
23
3,230
0
null
no(M2 and SIP pres)
0.494751
2,493
30.29999
0
female
0
12
1,031
ARF/MOSF w/Sepsis
ARF/MOSF
2
15
>$50k
0
47,058
21,754.5938
41,279.4062
16
black
34.796875
74
0.715942
0.629883
1
0
0
yes
0.85
0.75
no dnr
12
107
8.298828
110
20
37.79688
247.59375
null
0.899902
1.199951
141
7.399414
106
13
null
0
0
no(M2 and SIP pres)
0
2,494
79.49896
1
female
0
5
83
Colon Cancer
Cancer
2
14
under $11k
0
6,147
3,362.3672
2,897.75977
9
white
30.097656
19
0.503906
0.18399
1
0
0
metastatic
0.3
0
dnr after sadm
1
77
6.899414
80
20
37
null
4
0.299988
0.899902
135
null
98
8
4,300
null
null
adl>=4 (>=5 if sur)
2.431152
2,495
83.00598
1
female
0
28
48
Coma
Coma
1
null
null
37
23,863
14,685.375
18,159.7344
6
white
15.398438
21
0.42395
0.349976
1
0
0
metastatic
0.1
0
dnr after sadm
1
67
26.296875
72
23
39.09375
123.32812
2.199707
null
2.899902
135
7.359375
147
63
2,535
null
null
<2 mo. follow-up
3.220215
2,496
75.21399
1
male
1
4
4
ARF/MOSF w/Sepsis
ARF/MOSF
6
9
under $11k
0
14,546
5,461.0391
10,412.1562
24
white
38.09375
59
0.289978
0.179993
4
0
1
yes
0
0
dnr after sadm
1
40
15.5
110
50
38.19531
144
null
5.099609
0.699951
139
7.509766
113
16
778
null
null
<2 mo. follow-up
5.163086
2,497
62.09198
1
male
1
5
5
ARF/MOSF w/Sepsis
ARF/MOSF
0
12
null
9
102,751
54,442.6875
56,633.5625
44
white
22.898438
43
0.746948
0.666992
16
0
0
no
0.3
0.25
no dnr
5
107
7.899414
100
20
35.59375
261.875
3.899902
1.399902
3.099609
132
7.5
89
45
1,650
null
null
<2 mo. follow-up
1.899658
2,498
80.24896
1
male
1
6
6
ARF/MOSF w/Sepsis
ARF/MOSF
1
12
under $11k
0
28,091
16,275.4766
18,633.5938
35
white
21.5
43
0.764893
0.688965
3
0
0
no
0.05
0.05
no dnr
6
127
14.199219
180
36
38.09375
138
2.899902
null
0.599976
134
7.5
173
9
2,540
null
null
<2 mo. follow-up
2.225098
2,499
86.38995
1
male
1
9
9
ARF/MOSF w/Sepsis
ARF/MOSF
2
12
under $11k
9
17,556
7,838.75
11,553.1641
33
white
26.296875
41
0.639893
0.53894
1
0
0
no
null
null
dnr after sadm
1
123
16.898438
120
24
38.5
240
null
null
0.699951
148
7.429688
121
13
810
null
null
<2 mo. follow-up
3.976074
2,500
91.25299
1
female
1
4
4
ARF/MOSF w/Sepsis
ARF/MOSF
3
8
under $11k
0
12,313
7,960.0508
7,772.60938
35
white
26.699219
49
0.641968
0.540894
1
1
0
no
0.5
0.25
dnr after sadm
4
55
9.798828
120
6
38
218
2.199707
null
1.899902
148
7.40918
79
41
632
null
null
<2 mo. follow-up
3.506348