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
8,401
61.64798
0
female
0
8
1,328
CHF
COPD/CHF/Cirrhosis
5
12
$25-$50k
0
5,194
3,546.2168
4,267.53906
6
white
29.398438
53
0.743896
0.596924
1
0
0
no
0.9
0.9
no dnr
8
109
4.199219
110
24
36.09375
285.6875
3.399902
0.799927
3.299805
129
7.509766
null
null
null
null
null
null
2.67041
8,402
73.68695
0
male
0
4
1,323
COPD
COPD/CHF/Cirrhosis
1
12
under $11k
0
4,337
2,941.3672
3,158.86914
15
white
17
12
0.85791
0.764893
1
0
0
no
0.8
0.75
no dnr
4
99
19
107
20
36.29688
210
4.099609
0.5
1.199951
140
7.429688
null
null
null
null
null
no(M2 and SIP pres)
2.081543
8,403
70.51599
1
female
0
4
5
MOSF w/Malig
ARF/MOSF
2
12
null
0
9,541
6,665.918
6,835.14844
33
white
35.398438
50
0.390991
0.271973
1
0
0
yes
null
null
dnr after sadm
1
99
62.195313
64
32
35.79688
100
null
10.699219
0.899902
137
7.449219
null
null
null
null
null
<2 mo. follow-up
2.220703
8,404
81.77399
1
male
0
25
163
ARF/MOSF w/Sepsis
ARF/MOSF
2
14
null
0
82,252
58,002.0938
54,091.5625
24.75
white
26.898438
51
0.579956
0.469971
34
0
0
no
null
null
no dnr
25
58
21.398438
120
14
38.09375
257.125
2.599609
0.599976
2.399902
132
7.369141
null
null
null
null
0
no(M2 and SIP pres)
0
8,405
64.05695
1
male
0
8
17
Lung Cancer
Cancer
1
10
null
0
8,466
null
null
17.5
white
35
25
0.228973
0.025997
1
0
0
metastatic
0.49
0.19
dnr after sadm
2
73
9.898438
110
24
35.69531
376
2.199707
0.5
0.899902
136
7.509766
null
null
null
null
6
<2 mo. follow-up
6
8,406
85.22095
1
female
0
3
290
COPD
COPD/CHF/Cirrhosis
4
null
null
0
1,936
1,283.6807
1,240.06934
21
white
15.398438
16
0.773926
0.639893
1
0
0
yes
0.9
0.8
dnr after sadm
1
77
7.799805
73
20
35.79688
320
3.799805
0.599976
0.699951
135
7.429688
null
null
null
null
null
null
3.181152
8,407
68.75299
0
female
0
17
1,320
COPD
COPD/CHF/Cirrhosis
3
null
null
0
12,189
7,941.2812
7,425.61719
13
white
18.699219
21
0.861938
0.770996
1
1
0
no
0.8
0.5
no dnr
17
82
null
81
26
36.09375
196.28125
3.399902
0.799927
1
136
7.339844
null
null
null
null
1
no(M2 and SIP pres)
1
8,408
72.70599
0
male
0
21
1,319
ARF/MOSF w/Sepsis
ARF/MOSF
0
7
$11-$25k
26
81,726
53,869.1562
52,721.875
21
white
30.296875
42
0.422974
0.303955
24
0
0
no
null
null
no dnr
21
80
11.099609
112
27
36.89844
93.32812
null
null
1.399902
138
7.509766
null
null
null
null
0
adl>=4 (>=5 if sur)
0
8,409
67.146
1
female
1
57
57
ARF/MOSF w/Sepsis
ARF/MOSF
1
null
null
26
184,437
121,788.375
132,234.75
35.5
white
20.398438
27
0.703979
0.61499
33
0
0
no
0.7
0.7
dnr after sadm
53
132
8.199219
150
8
39
315
null
null
0.599976
135
7.469727
null
null
null
null
null
<2 mo. follow-up
2.168945
8,410
67.30695
1
female
0
37
39
ARF/MOSF w/Sepsis
ARF/MOSF
2
12
under $11k
0
94,682
66,285.875
63,621.2812
28.75
white
29.796875
52
0.61792
0.512939
11
1
1
no
null
null
dnr after sadm
5
118
22.796875
120
26
36.59375
128.5625
2.799805
0.5
1.599854
141
7.25
null
null
null
null
null
<2 mo. follow-up
3.8125
8,411
79.90997
1
male
0
34
225
ARF/MOSF w/Sepsis
ARF/MOSF
1
8
under $11k
9
28,112
19,613.2969
19,509.2656
17.5
white
17.097656
26
0.829956
0.772949
1
0
1
no
0.7
0.7
dnr after sadm
2
68
20.699219
78
22
36.69531
null
null
null
1
133
null
null
null
null
null
3
adl>=4 (>=5 if sur)
3
8,412
60.58899
0
female
0
47
1,316
ARF/MOSF w/Sepsis
ARF/MOSF
2
14
under $11k
0
109,058
75,702.5
67,278.625
31
white
38.398438
68
0.405945
0.28595
24
1
0
no
0.9
0.9
no dnr
47
51
22
135
35
36.79688
192
2.599609
1.099854
4.899414
135
7.429688
null
null
null
null
0
no(M2 and SIP pres)
0
8,413
69.80194
1
male
0
13
137
COPD
COPD/CHF/Cirrhosis
4
8
under $11k
0
10,474
7,049.2891
6,434.91797
11
white
23.898438
44
0.78894
0.661987
1
1
0
no
0.9
0.8
dnr after sadm
4
112
null
70
36
36
132
null
null
1.299805
137
7.299805
null
null
null
null
null
no(M2 and SIP pres)
3.908691
8,414
59.168
1
male
0
4
245
Lung Cancer
Cancer
1
19
$25-$50k
0
3,412
2,211.0644
2,123.4082
12
white
10.398438
16
0.826904
0.625
1
0
0
metastatic
null
null
no dnr
4
102
3.5
101
20
36.59375
null
4
0.5
1.199951
139
null
null
null
null
null
null
no(M2 and SIP pres)
1.807861
8,415
69.09796
0
male
0
22
1,312
Coma
Coma
0
8
null
26
23,301
34,290.9688
33,719
20
white
18.699219
38
0.670898
0.613892
1
0
0
no
0.75
0.5
dnr after sadm
1
107
8.898438
78
36
37.69531
305
2.899902
0.5
2.399902
141
7.40918
null
null
null
null
0
no(M2 and SIP pres)
0
8,416
32.27399
1
female
0
37
124
ARF/MOSF w/Sepsis
ARF/MOSF
3
null
null
0
80,302
49,708.4688
52,119.3125
26.75
white
28.5
38
0.790894
0.7229
25
0
0
no
0.5
0.4
dnr after sadm
5
107
5.899414
126
40
38.89844
152.5
2.399902
0.799927
0.599976
138
7.469727
null
null
null
null
null
null
2.404785
8,417
78.21198
1
male
0
7
38
CHF
COPD/CHF/Cirrhosis
4
9
under $11k
0
3,987
2,706.4766
2,549.17969
6
white
18.796875
17
0.834961
0.72998
1
0
0
no
0.9
0.75
no dnr
7
82
11.099609
104
24
36.59375
null
3.199707
1.199951
1.199951
136
null
null
null
null
0
null
<2 mo. follow-up
0.4948
8,418
59.87698
1
male
0
6
78
Lung Cancer
Cancer
3
12
$11-$25k
9
4,064
2,535.625
2,750.60938
7
white
26.296875
31
0.450989
0.138977
1
0
0
metastatic
0.39
0.19
no dnr
6
65
0.899902
63
20
36.39844
null
2.699707
0.5
0.599976
135
null
null
null
null
null
null
adl>=4 (>=5 if sur)
2.790039
8,419
75.93195
1
male
0
21
1,059
CHF
COPD/CHF/Cirrhosis
2
6
under $11k
0
29,476
19,041.3281
12,825.5625
18.666656
white
21.898438
42
0.80188
0.679932
1
0
0
no
0.9
0.7
no dnr
21
63
5.099609
70
29
36.39844
null
null
null
2
131
null
null
null
null
null
0
no(M2 and SIP pres)
0
8,420
68.05695
1
male
0
18
1,097
MOSF w/Malig
ARF/MOSF
3
null
null
26
25,959
18,683.5469
18,205.5312
27.333328
white
28.398438
45
0.468994
0.349976
1
1
0
yes
null
null
no dnr
18
57
100
105
12
38.39844
131.65625
3.099609
1.699951
1.399902
146
7.489258
null
null
null
null
0
no(M2 and SIP pres)
0
8,421
69.711
1
male
0
5
1,212
Lung Cancer
Cancer
2
8
null
0
5,852
3,574.4023
3,378.56836
7
white
25.5
25
0.487
0.167999
1
0
0
metastatic
null
null
no dnr
5
108
5.799805
107
18
35.89844
null
null
null
1.299805
125
null
null
null
null
0
0
no(M2 and SIP pres)
0
8,422
76.76898
1
female
1
12
12
Colon Cancer
Cancer
1
12
under $11k
0
7,139
4,815.7656
5,323.9375
15.5
white
25.097656
24
0.641968
0.332947
1
0
0
metastatic
null
null
dnr after sadm
1
75
14.298828
110
22
35.59375
null
3.199707
0.5
0.899902
136
null
null
null
null
null
7
<2 mo. follow-up
7
8,423
84.159
1
female
0
14
18
Coma
Coma
1
14
null
61
17,962
12,456.6641
12,592.9766
14
white
23.398438
41
0.172974
0.116989
4
0
0
no
0.25
0.1
no dnr
14
123
17.898438
150
36
38.19531
null
null
null
0.699951
136
null
null
null
null
null
0
<2 mo. follow-up
0
8,424
66.30798
0
male
0
3
1,302
COPD
COPD/CHF/Cirrhosis
2
12
null
0
2,328
1,629.7373
1,673.83984
24
white
21.097656
25
0.845947
0.747925
1
0
0
no
null
null
dnr after sadm
1
121
6.099609
68
24
35.29688
342.8125
3.399902
0.799927
1.799805
140
7.379883
null
null
null
null
null
no(M2 and SIP pres)
2.312988
8,425
62.58197
0
female
0
9
1,305
ARF/MOSF w/Sepsis
ARF/MOSF
3
12
$11-$25k
0
8,455
6,367.9336
5,471.79688
11.5
white
23
21
0.827881
0.769897
1
1
0
no
null
null
no dnr
9
91
12.398438
104
24
38.59375
140
3.099609
1.099854
0.899902
139
7.379883
null
null
null
0
0
no(M2 and SIP pres)
0
8,426
66.13794
0
female
0
46
1,301
Coma
Coma
1
12
under $11k
41
132,609
94,985.75
91,633.4375
23.5
white
18.898438
30
0.515991
0.444946
27
0
0
no
null
null
no dnr
46
100
null
124
32
38
null
null
null
null
140
null
null
null
null
null
7
adl>=4 (>=5 if sur)
7
8,427
63.90097
1
male
1
4
4
Coma
Coma
1
null
null
100
4,364
3,167.4707
3,277.06836
25
null
25.597656
43
0.174988
0.117996
1
0
0
no
0.5
0.3
dnr after sadm
3
123
10.599609
152
42
38.19531
155
3.099609
1
1.099854
142
7.439453
null
null
null
null
null
<2 mo. follow-up
2.584473
8,428
62.98199
1
male
0
3
479
Lung Cancer
Cancer
1
14
$11-$25k
0
3,867
2,166.8477
1,386.05957
7
white
17.398438
18
0.703979
0.419983
1
0
0
metastatic
0.95
0.5
no dnr
3
117
2.799805
104
20
36.09375
null
null
0.299988
1.199951
139
null
null
null
null
null
3
no(M2 and SIP pres)
3
8,429
68.11798
0
female
0
38
1,089
ARF/MOSF w/Sepsis
ARF/MOSF
2
8
$11-$25k
37
52,306
38,925.5625
31,323.5
21.5
white
24.898438
48
0.660889
0.562988
1
1
0
no
0.5
0.5
no dnr
38
103
8.5
108
10
38.5
null
null
null
null
140
null
null
null
3,140
null
5
adl>=4 (>=5 if sur)
5
8,430
50.47198
1
male
0
7
647
CHF
COPD/CHF/Cirrhosis
3
12
null
0
5,953
3,888.6113
2,592.92969
7.5
white
19.5
9
0.901978
0.834961
1
0
0
no
0.85
0.65
no dnr
7
66
9.5
106
26
36
393.75
3.799805
1.5
1.899902
134
7.519531
155
32
350
0
2
no(M2 and SIP pres)
2
8,431
42.72699
0
female
0
13
1,088
ARF/MOSF w/Sepsis
ARF/MOSF
0
16
$25-$50k
0
62,248
40,416.125
42,746.7812
28.5
white
30
55
0.7229
0.637939
25
0
0
no
0.5
0.4
no dnr
13
68
10.898438
67
11
38.5
204
2.099609
1
5.5
137
7.469727
120
55
100
null
0
no(M2 and SIP pres)
0
8,432
65.11694
1
female
0
7
172
COPD
COPD/CHF/Cirrhosis
2
7
null
0
6,253
4,228.2773
3,942.03906
4
white
9
17
0.92688
0.875977
1
0
0
yes
0.6
0.3
dnr after sadm
5
77
8.199219
97
22
36.79688
null
4.099609
1
0.899902
142
null
120
13
400
1
null
no(M2 and SIP pres)
1.166748
8,433
87.461
1
female
0
21
26
CHF
COPD/CHF/Cirrhosis
2
8
under $11k
0
17,285
11,621.2344
9,995.19531
8.333328
white
13.599609
17
0.86499
0.775879
1
0
0
no
0.8
0.5
dnr after sadm
1
93
2.199707
60
20
36.19531
null
3.199707
2.099609
0.599976
138
null
103
13
null
0
3
<2 mo. follow-up
3
8,434
63.41998
1
male
0
12
72
COPD
COPD/CHF/Cirrhosis
3
null
null
0
9,577
6,214.8398
6,211.10938
8
white
28.699219
51
0.755981
0.613892
1
0
0
no
0.7
0.4
no dnr
12
123
7.799805
79
32
35.09375
492
3.699707
1.099854
1.799805
135
7.439453
131
35
1,265
null
null
null
3.754395
8,435
69.24597
1
female
1
10
10
MOSF w/Malig
ARF/MOSF
2
16
$25-$50k
0
17,546
11,843.5469
10,895.1953
18
white
23.398438
20
0.578979
0.468994
5
0
0
metastatic
0.5
0.4
dnr after sadm
9
126
27.5
109
26
35.89844
432
2.299805
1.199951
7.599609
131
7.339844
153
154
2,276
null
5
<2 mo. follow-up
5
8,436
63.83798
1
female
0
9
281
CHF
COPD/CHF/Cirrhosis
3
9
under $11k
0
5,725
3,879.4102
2,918.94922
8
white
18
18
0.883911
0.805908
1
1
0
no
0.75
0.75
no dnr
9
71
5.899414
76
16
36.69531
null
3.899902
0.899902
1.299805
134
null
86
16
null
0
1
no(M2 and SIP pres)
1
8,437
79.39795
0
male
0
10
1,082
COPD
COPD/CHF/Cirrhosis
1
12
$11-$25k
0
8,833
6,296.0547
5,471.19922
10.5
white
24.5
28
0.708984
0.54895
1
0
0
no
0.99
0.8
dnr before sadm
-1
109
5.5
132
8
39.5
399.625
1.699951
1.599854
0.799927
148
7.359375
152
21
1,225
0
0
no(M2 and SIP pres)
0
8,438
75.56995
1
female
1
39
39
ARF/MOSF w/Sepsis
ARF/MOSF
0
16
$25-$50k
0
77,306
48,291.8438
50,790.875
23.75
white
23.597656
32
0.747925
0.668945
3
0
0
no
0.9
0.8
dnr after sadm
39
68
39.59375
68
24
36.09375
null
2.5
5.299805
2.399902
129
null
272
62
1,230
null
1
<2 mo. follow-up
1
8,439
34.65298
0
male
0
12
1,081
ARF/MOSF w/Sepsis
ARF/MOSF
0
12
$25-$50k
44
29,222
20,343.5312
19,508.7969
15
white
24.898438
48
0.731934
0.647949
8
0
0
no
null
null
no dnr
12
115
4.5
60
12
36.59375
173.53125
2
1.199951
0.699951
142
7.549805
151
15
3,153
null
0
no(M2 and SIP pres)
0
8,440
74.57898
1
male
0
8
567
Lung Cancer
Cancer
1
null
null
0
4,308
2,934.709
3,172.54883
6.5
white
13.398438
14
0.75293
0.495972
1
0
0
metastatic
0.75
0.5
dnr before sadm
-1
111
6.799805
64
22
36.09375
null
3.199707
0.799927
1.899902
139
null
93
32
1,425
null
null
null
2.664063
8,441
72.97498
0
female
0
9
1,079
COPD
COPD/CHF/Cirrhosis
2
8
under $11k
0
8,002
5,365.7031
4,766.54688
12.5
white
22.796875
37
0.785889
0.656982
1
1
0
no
null
null
no dnr
9
68
6.299805
113
28
37.19531
244.4375
null
null
1
137
7.359375
108
6
1,384
0
0
no(M2 and SIP pres)
0
8,442
77.823
1
male
0
8
776
COPD
COPD/CHF/Cirrhosis
1
11
null
0
8,005
5,048.3125
4,429.75781
11.5
white
11.398438
32
0.893921
0.821899
1
0
0
no
0.9
0.75
no dnr
8
107
12.298828
96
32
35.69531
null
3.399902
0.799927
1
126
null
132
10
5,350
4
0
no(M2 and SIP pres)
0
8,443
77.5
1
female
1
4
4
ARF/MOSF w/Sepsis
ARF/MOSF
1
8
null
0
16,565
10,627.6406
25,434.0156
48
white
36.195313
67
0.329956
0.214996
4
0
0
yes
0.09
0.09
dnr before sadm
-3
149
6.299805
114
26
36.69531
190
2.099609
1.699951
4.5
141
7.469727
211
92
438
null
1
<2 mo. follow-up
1
8,444
64.18597
1
female
1
12
12
ARF/MOSF w/Sepsis
ARF/MOSF
1
12
null
37
168,012
105,001
98,044
42.5
white
26.699219
50
0.510986
0.394958
95
0
0
no
0.05
0.03
dnr after sadm
4
131
16.597656
118
25
37.69531
206
3.399902
0.599976
2.799805
136
7.399414
180
33
1,327
null
6
<2 mo. follow-up
6
8,445
82.55396
1
female
1
4
4
Cirrhosis
COPD/CHF/Cirrhosis
1
8
under $11k
100
8,436
6,312.2773
6,558.98828
38
white
50.398438
100
0
0
1
0
0
no
0.2
0.02
dnr after sadm
4
67
14.699219
126
34
35.69531
183.3125
1.799805
0.799927
2.899902
138
7.369141
174
75
4,340
null
null
<2 mo. follow-up
3.834473
8,446
30.987
0
female
0
10
1,075
Cirrhosis
COPD/CHF/Cirrhosis
2
12
$25-$50k
0
10,124
6,855.1562
6,209.31641
17
white
27.5
37
0.834961
0.72998
1
0
0
no
0.85
0.5
no dnr
10
132
20.898438
147
38
38.59375
84
2.5
2.299805
0.799927
138
7.519531
238
19
3,565
null
0
no(M2 and SIP pres)
0
8,447
74.508
0
male
0
4
1,075
COPD
COPD/CHF/Cirrhosis
2
12
$11-$25k
0
2,104
1,398.7158
1,200.2793
5
white
24.398438
37
0.691895
0.526978
1
0
0
yes
0.3
0.2
dnr after sadm
1
97
15.398438
116
32
37.09375
146.03125
2.5
1
0.899902
122
7.239258
107
17
1,250
1
0
no(M2 and SIP pres)
0
8,448
66.245
1
male
0
7
146
Colon Cancer
Cancer
1
10
$11-$25k
0
7,801
4,927.7969
4,473.71875
5.5
white
17.398438
23
0.80896
0.590942
1
0
0
metastatic
1
1
dnr after sadm
1
121
10.099609
80
28
36.09375
52.59375
3.399902
0.699951
0.899902
144
7.30957
134
4
3,630
0
0
no(M2 and SIP pres)
0
8,449
66.80597
0
female
0
6
1,071
COPD
COPD/CHF/Cirrhosis
1
8
null
0
4,827
3,117.4648
2,889.98828
10
white
15.398438
21
0.898926
0.830933
1
0
0
no
0.8
0.7
no dnr
6
116
16.199219
139
10
35.89844
195.46875
2
2
1.199951
143
7.449219
296
47
3,455
null
null
no(M2 and SIP pres)
1.962891
8,450
61.43997
1
female
1
8
8
ARF/MOSF w/Sepsis
ARF/MOSF
2
null
null
0
43,480
29,285.5938
29,039
24.5
white
32.695313
55
0.60791
0.501953
5
0
0
no
0.8
0.5
no dnr
8
63
21.699219
126
22
39.19531
166
1.399902
2.5
1
149
7.419922
108
15
2,063
0
null
<2 mo. follow-up
0.494751
8,451
37.54999
0
male
0
29
1,070
ARF/MOSF w/Sepsis
ARF/MOSF
3
12
under $11k
0
40,796
29,316.4375
25,175.2812
9.75
white
28.898438
41
0.777954
0.705933
11
1
0
no
0.8
0.5
no dnr
29
70
7.399414
140
20
36.79688
null
4.299805
1.099854
1
136
null
107
7
null
5
5
adl>=4 (>=5 if sur)
5
8,452
52.88998
1
male
0
10
12
Coma
Coma
2
8
$11-$25k
94
20,327
13,971.5
13,850.3281
35
white
24.796875
39
0.334961
0.262939
1
1
0
no
0.1
0
dnr after sadm
4
75
4
74
20
37.79688
null
4
0.399963
0.899902
140
null
98
8
null
null
1
<2 mo. follow-up
1
8,453
41.862
1
female
0
18
60
ARF/MOSF w/Sepsis
ARF/MOSF
2
null
null
26
63,260
44,163.5312
42,367.3125
22.333328
white
30.597656
45
0.660889
0.562988
5
0
0
no
0.5
0.3
no dnr
18
143
8
100
20
36.69531
null
4.199219
0.699951
1.399902
138
null
101
18
null
null
null
null
2.576172
8,454
73.68097
1
male
0
11
355
CHF
COPD/CHF/Cirrhosis
5
15
$11-$25k
0
9,157
6,739.75
5,840.60938
9
white
21.296875
38
0.817993
0.703979
1
1
1
no
null
null
no dnr
11
103
0.189972
85
24
35
326.1875
2.199707
0.399963
0.5
129
7.519531
200
7
1,200
2
6
SIP>=30
6
8,455
88.58899
1
male
0
5
666
CHF
COPD/CHF/Cirrhosis
1
3
null
0
2,930
2,039.8115
1,935.58984
6
white
20.699219
30
0.765991
0.628906
1
0
0
no
null
null
dnr after sadm
1
74
14.798828
52
30
37.59375
105
3.399902
2.899902
0.799927
131
7.449219
144
16
1,823
null
null
no(M2 and SIP pres)
3.377441
8,456
62.56
1
male
1
5
5
Coma
Coma
1
16
$25-$50k
100
7,629
null
null
21
white
18.398438
24
0.394958
0.320984
1
0
0
no
0.1
0
dnr after sadm
2
111
7
118
24
35.89844
212.5
3.699707
0.299988
1.599854
137
7.289062
122
48
2,650
null
null
<2 mo. follow-up
2.310547
8,457
67.82495
1
female
0
17
950
ARF/MOSF w/Sepsis
ARF/MOSF
2
null
null
37
20,390
14,021.3594
13,929.6172
24.666656
white
31.296875
63
0.5
0.382996
1
1
0
no
0.85
0.7
no dnr
17
71
10.298828
122
32
35.79688
409.5
3.799805
1.699951
0.799927
115
7.509766
217
19
5,620
null
0
no(M2 and SIP pres)
0
8,458
81.82599
1
female
1
6
6
MOSF w/Malig
ARF/MOSF
5
null
under $11k
0
9,599
6,960.7734
6,414.91797
34
white
21.5
48
0.723999
0.639893
1
0
1
yes
0
0
dnr after sadm
3
110
10.298828
80
22
36.59375
null
1.199951
1.899902
1.5
134
null
94
25
null
null
null
<2 mo. follow-up
4.682617
8,459
61.20697
1
female
1
14
14
ARF/MOSF w/Sepsis
ARF/MOSF
2
12
under $11k
26
12,832
35,940.7188
48,020.25
30
hispanic
31.097656
53
0.532959
0.417969
5
0
0
no
0.5
0.5
dnr after sadm
7
79
5.899414
114
10
38
103.42188
2.199707
0.5
2.599609
143
7.449219
126
26
1,062
null
null
<2 mo. follow-up
2.608887
8,460
82.11395
1
female
0
16
719
COPD
COPD/CHF/Cirrhosis
1
12
null
26
20,328
13,797.9531
13,497.3359
20
hispanic
14.798828
13
0.778931
0.646973
1
0
0
no
0.5
0.5
dnr after sadm
7
110
39
142
40
35.89844
75
1.199951
0.899902
1.099854
142
7.509766
101
16
4,175
null
0
no(M2 and SIP pres)
0
8,461
70.00696
1
male
1
6
6
ARF/MOSF w/Sepsis
ARF/MOSF
0
12
under $11k
9
31,634
22,024.7656
22,053.9062
23
white
18.796875
20
0.792969
0.724976
9
0
0
no
null
null
no dnr
6
101
5.399414
104
20
36.69531
253.4375
2.699707
0.699951
1.299805
141
7.439453
97
16
null
null
0
<2 mo. follow-up
0
8,462
71.198
1
female
0
10
18
MOSF w/Malig
ARF/MOSF
3
12
under $11k
44
29,653
19,878.0469
20,414.4375
26
white
20
47
0.56189
0.449951
3
1
0
yes
0.95
0.65
dnr after sadm
5
97
10
66
20
36.19531
170.9375
3.699707
0.399963
1.099854
140
7.349609
118
10
4,250
null
1
<2 mo. follow-up
1
8,463
66.02899
1
male
0
5
93
COPD
COPD/CHF/Cirrhosis
3
12
$11-$25k
0
3,923
2,519.0059
3,061.56836
8
white
13.699219
10
0.890991
0.817993
1
0
0
yes
0.8
0.6
dnr after sadm
1
133
4.799805
73
24
35.79688
240
3.599609
0.899902
0.799927
132
7.40918
208
9
4,354
4
5
SIP>=30
5
8,464
66.086
1
female
0
12
305
MOSF w/Malig
ARF/MOSF
4
null
null
0
11,931
7,972.5547
9,124.96875
14
white
24.296875
41
0.689941
0.5979
1
0
0
yes
0.6
0.5
dnr after sadm
2
141
10.099609
138
47
38.69531
73
3.199707
0.699951
0.899902
135
7.369141
226
17
2,462
null
null
null
3.161133
8,465
47.76498
1
female
0
3
85
Lung Cancer
Cancer
2
12
$25-$50k
0
2,900
1,750.4297
872.52978
null
white
15.199219
11
0.776978
0.534912
1
0
0
metastatic
0.8
0.5
no dnr
3
123
11.199219
96
20
36
303.3125
3.899902
0.699951
1.299805
133
7.489258
130
11
null
null
null
no(M2 and SIP pres)
2.127441
8,466
67.05298
1
male
0
19
57
MOSF w/Malig
ARF/MOSF
2
12
$11-$25k
0
66,940
41,353.8438
41,568.0625
26
white
26.699219
52
0.518921
0.402954
34
0
0
yes
0.5
0.25
no dnr
19
129
14.298828
128
24
36.39844
430.6875
2.299805
1.199951
0.799927
129
7.519531
96
24
1,310
2
0
<2 mo. follow-up
0
8,467
56.41299
1
female
0
16
417
Colon Cancer
Cancer
2
12
$25-$50k
0
16,094
10,771.8047
10,005.0859
15.666664
white
23.597656
9
0.730957
0.460999
1
0
0
metastatic
0.9
0.7
no dnr
16
68
14.699219
60
32
36.29688
501.625
3.599609
1.199951
0.599976
132
7.449219
125
20
1,766
1
0
no(M2 and SIP pres)
0
8,468
56.67398
1
female
0
3
56
Lung Cancer
Cancer
1
14
null
26
9,091
6,717.8398
7,551.20703
null
white
20.097656
17
0.552979
0.22998
1
0
0
metastatic
0
0
dnr after sadm
1
60
20.296875
106
24
36.39844
191.40625
2.099609
0.599976
5.5
147
7.349609
143
113
1,015
null
null
<2 mo. follow-up
2.379883
8,469
64.84094
0
male
0
13
1,054
ARF/MOSF w/Sepsis
ARF/MOSF
3
8
null
0
25,119
16,538.7188
15,737.1641
29.5
white
30.597656
42
0.658936
0.560913
3
1
0
no
0.85
0.5
no dnr
13
118
9.5
76
10
36.39844
178.5625
3.699707
0.599976
2.299805
142
7.219727
173
61
4,335
null
0
no(M2 and SIP pres)
0
8,470
62.20099
1
male
0
9
28
Lung Cancer
Cancer
3
8
$25-$50k
0
6,164
4,395.6094
4,622.83984
4
white
25.5
27
0.511963
0.189972
1
1
0
metastatic
0.25
0.05
dnr after sadm
6
101
14.099609
63
38
36.5
171.40625
3.199707
0.899902
1.099854
130
7.469727
156
37
3,945
null
4
<2 mo. follow-up
4
8,471
76.04095
1
male
1
3
3
Coma
Coma
1
8
$11-$25k
100
8,063
5,650.8984
5,565.87891
19
white
26.5
38
0.042999
0.021999
4
0
0
no
null
null
dnr after sadm
2
75
4
80
22
36.29688
376.625
null
null
1.199951
139
7.549805
24
18
null
null
null
<2 mo. follow-up
2.719727
8,472
75.79999
0
female
0
7
1,052
CHF
COPD/CHF/Cirrhosis
6
7
null
0
4,941
3,309.6856
2,727.34961
6.5
white
15.798828
13
0.875
0.791992
1
1
0
no
0.85
0.75
no dnr
7
74
23.5
81
24
36.09375
174.28125
3.599609
0.299988
0.799927
140
7.419922
125
9
1,710
1
0
no(M2 and SIP pres)
0
8,473
63.93997
0
female
0
56
1,052
Coma
Coma
1
14
$11-$25k
100
90,996
63,028.9375
67,949.75
33.25
white
23.398438
24
0.098999
0.058998
6
0
0
yes
0.8
0.7
no dnr
56
66
12
118
22
38.5
145.09375
2.599609
0.5
2.599609
149
7.40918
149
53
2,745
null
0
adl>=4 (>=5 if sur)
0
8,474
70.70197
1
male
0
5
67
Lung Cancer
Cancer
1
null
null
0
2,796
1,861.1143
1,850.37988
10
white
23.199219
15
0.545898
0.223999
1
0
0
metastatic
0.8
0.4
no dnr
5
58
24.5
153
18
39
47.19531
1.799805
1.099854
0.699951
145
7.349609
241
15
5,812
null
null
null
2.217773
8,475
74.43896
1
male
1
11
11
ARF/MOSF w/Sepsis
ARF/MOSF
2
16
null
26
45,006
29,696.6562
64,308.4062
36
white
20.199219
16
0.714966
0.628906
5
0
0
no
0.5
0.5
dnr after sadm
11
91
7.899414
72
20
37.59375
null
2.699707
1.799805
0.699951
132
null
118
6
525
null
0
<2 mo. follow-up
0
8,476
76.59698
1
female
0
5
19
Lung Cancer
Cancer
1
12
null
0
2,698
1,880.1592
2,167.23828
6
white
19
19
0.634888
0.323975
1
0
0
metastatic
0.4
0.05
dnr after sadm
3
122
5.399414
120
28
36.59375
206.4375
3.599609
0.199982
0.799927
139
7.289062
129
10
1,905
null
null
<2 mo. follow-up
2.238281
8,477
72.44598
0
male
0
6
1,049
CHF
COPD/CHF/Cirrhosis
6
3
under $11k
0
4,549
3,150.8008
2,777.62891
12
white
19.597656
12
0.842896
0.74292
1
1
0
no
0.95
0.9
no dnr
6
115
10.398438
75
10
36
203.125
1.899902
2
0.699951
127
7.459961
152
11
1,970
null
0
no(M2 and SIP pres)
0
8,478
79.409
1
male
1
23
23
ARF/MOSF w/Sepsis
ARF/MOSF
5
8
null
0
27,343
18,724.5156
16,082.6875
11.666664
white
25.296875
38
0.72998
0.645996
1
1
0
no
null
null
no dnr
23
109
13.5
54
24
38.39844
382.8125
2.5
0.399963
0.799927
139
7.5
116
11
2,835
null
2
<2 mo. follow-up
2
8,479
75.46899
0
female
0
6
1,048
ARF/MOSF w/Sepsis
ARF/MOSF
0
null
null
0
6,738
4,597.5352
4,253.64844
22
white
26.199219
48
0.731934
0.647949
1
0
0
no
0.95
0.8
no dnr
6
103
11.5
113
22
37.19531
168.5625
2.399902
0.899902
0.799927
138
7.299805
183
28
null
null
null
null
1.895508
8,480
70.00098
1
female
1
5
5
MOSF w/Malig
ARF/MOSF
1
12
$11-$25k
55
16,813
11,912.1953
12,922.0938
29
white
39.796875
70
0.034996
0.009998
3
0
0
yes
0.3
0.2
dnr after sadm
4
111
12.298828
131
28
36.69531
275
2.5
1.599854
0.899902
138
7.55957
109
11
1,340
null
3
<2 mo. follow-up
3
8,481
64.862
0
female
0
5
1,046
Lung Cancer
Cancer
1
12
null
0
3,304
2,222.3672
1,903.83984
6
white
15.798828
9
0.730957
0.460999
1
0
0
metastatic
null
null
no dnr
5
111
6.599609
75
16
35.79688
null
null
null
2.299805
139
null
301
40
1,420
null
null
null
1.982178
8,482
66.06396
0
male
0
8
1,045
Colon Cancer
Cancer
3
8
under $11k
0
4,612
3,072.0527
3,026.32812
8.5
white
24.398438
5
0.689941
0.397949
1
1
0
metastatic
0.7
0.4
no dnr
8
101
13.699219
61
24
36.29688
473.75
null
null
0.899902
130
7.449219
125
19
2,240
null
1
no(M2 and SIP pres)
1
8,483
80.70599
0
male
0
7
1,044
ARF/MOSF w/Sepsis
ARF/MOSF
2
8
$11-$25k
0
15,582
10,023.0312
10,013.4453
9.5
white
23.296875
28
0.671997
0.576904
3
0
0
yes
0.98
0.9
no dnr
7
63
24.796875
56
36
35.5
null
2.699707
1.099854
2
132
null
181
90
6,176
0
null
null
0.494751
8,484
20.15599
0
male
0
26
1,044
Coma
Coma
0
14
under $11k
26
66,661
43,215.5625
44,197.5
21
white
35.898438
54
0.668945
0.611938
1
0
0
no
0.75
0.9
no dnr
26
122
6.899414
62
12
37.59375
244
2.899902
1.099854
1.599854
145
7.519531
135
31
3,052
null
0
no(M2 and SIP pres)
0
8,485
65.68896
1
male
0
6
44
Lung Cancer
Cancer
2
14
$11-$25k
0
3,969
2,548.1445
2,030.70996
4
white
20.898438
12
0.621948
0.307983
1
1
0
metastatic
0.3
0.1
no dnr
6
81
4.899414
55
24
36.29688
null
3.299805
0.899902
2
137
null
88
31
1,500
3
0
<2 mo. follow-up
0
8,486
79.09094
1
male
0
9
926
COPD
COPD/CHF/Cirrhosis
1
null
null
0
6,378
4,197.3984
5,589.23828
6.5
white
16.296875
26
0.838989
0.735962
1
0
0
no
0.9
0.9
no dnr
9
115
9.398438
91
20
36.5
null
3.699707
0.399963
1.5
133
null
142
10
6,275
null
null
null
3.007813
8,487
75.87695
1
female
1
20
20
ARF/MOSF w/Sepsis
ARF/MOSF
0
8
under $11k
0
86,926
56,362.8438
54,649.0938
26
white
24.199219
52
0.677979
0.583984
30
0
0
no
0.1
0.6
no dnr
20
33
13.699219
161
10
37.5
90.54688
1.5
1.399902
2.899902
138
7.369141
233
62
75
null
1
<2 mo. follow-up
1
8,488
77.29498
1
male
1
36
36
ARF/MOSF w/Sepsis
ARF/MOSF
0
8
null
0
89,062
58,730.5312
57,205.2188
30
white
25.398438
39
0.648926
0.54895
24
0
0
no
0.8
0.8
dnr after sadm
36
82
6.199219
96
24
36.79688
140.90625
3.899902
1.599854
1.099854
142
7.419922
153
13
750
null
1
<2 mo. follow-up
1
8,489
66.75397
1
male
0
16
31
CHF
COPD/CHF/Cirrhosis
4
15
$25-$50k
0
14,292
10,103.7656
8,128.36719
16
white
20
35
0.856934
0.763916
1
0
0
no
null
null
no dnr
16
115
8.898438
126
40
38.89844
377.5
2.5
0.699951
1.799805
144
7.469727
191
52
2,915
1
6
<2 mo. follow-up
6
8,490
75.79498
1
male
0
10
15
ARF/MOSF w/Sepsis
ARF/MOSF
6
8
null
26
34,789
23,674.0156
23,985.4062
31.5
white
23.398438
50
0.552979
0.439941
7
1
0
yes
0.3
0.2
dnr after sadm
9
103
11.298828
68
20
37
295.1875
3.599609
0.699951
0.899902
139
7.459961
181
14
null
null
1
<2 mo. follow-up
1
8,491
70.76495
1
male
0
14
19
Coma
Coma
5
12
$11-$25k
41
11,963
8,354.4531
8,452.02344
11
white
24.796875
34
0.426941
0.352966
1
1
1
no
0.3
0.3
dnr before sadm
-1
121
27.398438
120
50
38.89844
235.6875
2
2.699707
1.099854
143
7.549805
115
16
2,742
null
4
<2 mo. follow-up
4
8,492
78.67798
0
male
0
11
1,038
CHF
COPD/CHF/Cirrhosis
5
8
under $11k
0
17,143
11,050.6875
11,172.0391
8
white
16.296875
25
0.860962
0.770996
1
0
0
no
0.95
0.6
no dnr
11
58
17.097656
53
24
36.39844
null
null
null
0.299988
125
null
88
8
1,480
0
0
no(M2 and SIP pres)
0
8,493
68.97998
1
male
0
12
96
Lung Cancer
Cancer
1
11
$11-$25k
0
6,820
4,525.5234
4,129.03906
3.5
white
13.699219
2
0.759888
0.505981
1
0
0
metastatic
1
1
no dnr
12
51
18.597656
112
16
38
84.53125
2
1.099854
1.099854
143
7.459961
123
18
1,915
null
null
no(M2 and SIP pres)
1.920166
8,494
40.86798
0
female
0
4
1,036
CHF
COPD/CHF/Cirrhosis
1
12
$11-$25k
0
3,969
2,673.0996
2,444.41992
10
white
9.398438
21
0.963989
0.937988
1
0
0
no
0.95
0.9
no dnr
4
50
18.699219
109
8
35.5
256.3125
1.699951
9
4.799805
141
7.399414
221
57
0
null
null
no(M2 and SIP pres)
1.506104
8,495
77.28998
1
male
0
9
959
COPD
COPD/CHF/Cirrhosis
2
11
$11-$25k
0
6,355
4,204.3125
4,802.33984
6.5
white
15.199219
12
0.859985
0.767944
1
0
0
no
0.9
0.5
no dnr
9
99
13.199219
100
24
35.79688
165.21875
3.299805
1.699951
0.699951
140
7.399414
128
10
null
0
0
no(M2 and SIP pres)
0
8,496
58.34399
1
male
0
28
120
Lung Cancer
Cancer
2
null
null
26
48,555
31,352.5781
28,168.9531
25.5
white
24.097656
31
0.432983
0.125977
1
0
0
metastatic
0.4
0.1
no dnr
28
105
11.798828
78
16
36
302.8125
4.199219
0.699951
1.399902
126
7.399414
79
15
2,800
null
null
null
2.901367
8,497
69.50299
0
male
0
9
1,034
ARF/MOSF w/Sepsis
ARF/MOSF
1
8
$11-$25k
0
19,367
12,622.4766
12,488.125
14.5
white
33
40
0.590942
0.482971
2
0
0
no
0.99
0.99
no dnr
9
107
11.599609
70
24
36.19531
284.25
3.699707
1
1.399902
145
7.40918
75
48
2,350
0
0
no(M2 and SIP pres)
0
8,498
77.13098
0
male
0
28
1,034
Coma
Coma
1
13
$25-$50k
89
37,480
25,343.3125
23,766.6719
22.75
white
14.5
21
0.299988
0.228973
2
0
0
yes
0.5
0.5
no dnr
28
127
7.899414
79
24
35.09375
266.625
3.599609
0.899902
2.299805
138
7.369141
207
27
3,055
null
0
adl>=4 (>=5 if sur)
0
8,499
80.66498
0
female
0
9
1,033
COPD
COPD/CHF/Cirrhosis
4
12
$11-$25k
0
7,578
5,084.1562
4,947.25781
12
white
16.699219
15
0.825928
0.716919
1
0
0
no
0.9
0.5
dnr before sadm
-1
112
3
104
16
36.29688
null
2.899902
4.899414
0.599976
137
null
90
9
null
1
0
no(M2 and SIP pres)
0
8,500
64.03595
1
male
0
9
22
COPD
COPD/CHF/Cirrhosis
2
8
under $11k
0
6,096
4,047.0644
4,707.76953
7.5
white
16.398438
22
0.899902
0.832886
1
0
0
no
0.7
0.6
dnr after sadm
1
102
8.398438
78
24
37.89844
null
3
1.599854
1
133
null
101
9
3,650
null
0
<2 mo. follow-up
0