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
1,401
63.15097
1
male
1
41
41
CHF
COPD/CHF/Cirrhosis
2
10
$11-$25k
0
276,936
104,526
112,121.75
28.75
white
19.398438
28
0.855957
0.761963
3
0
0
no
0.5
0.25
dnr after sadm
40
98
11.699219
50
20
35.5
null
null
0.899902
1.299805
149
null
429
37
2,085
5
1
<2 mo. follow-up
1
1,402
58.68597
1
female
0
6
389
Lung Cancer
Cancer
1
12
$11-$25k
0
18,292
8,339.8516
8,959.875
20
black
16.296875
10
0.735962
0.467957
1
0
0
metastatic
1
1
no dnr
6
57
44
125
35
36
233.3125
null
null
1
136
7.449219
415
34
1,870
null
0
no(M2 and SIP pres)
0
1,403
65.19598
1
male
1
16
16
ARF/MOSF w/Sepsis
ARF/MOSF
3
18
>$50k
44
null
67,778.25
71,593.0625
34.666657
white
35.5
80
0.263977
0.15799
8
0
0
no
0.5
0.33
dnr after sadm
11
122
30.398438
125
12
36.59375
300
null
null
4
145
7.419922
95
119
694
null
1
<2 mo. follow-up
1
1,404
62.81998
1
male
0
19
300
CHF
COPD/CHF/Cirrhosis
4
12
$11-$25k
0
62,304
31,476.3438
29,786.5938
18.666656
white
25.597656
23
0.799927
0.677979
1
1
0
no
0.8
0.6
no dnr
19
67
25.398438
75
10
36.09375
375
4
7.799805
2.299805
133
7.349609
89
46
2,785
null
0
null
0
1,405
90.35699
0
male
0
6
542
CHF
COPD/CHF/Cirrhosis
3
5
$11-$25k
0
9,994
6,418.4141
4,934.63672
13
white
21.097656
30
0.751953
0.608887
1
0
0
no
0.9
0.75
no dnr
6
66
10.5
38
24
35.29688
null
3.799805
1.799805
2
139
null
105
29
2,225
0
null
null
0.494751
1,406
58.98199
0
male
0
8
541
ARF/MOSF w/Sepsis
ARF/MOSF
2
12
$25-$50k
26
267,221
23,775.1719
22,595.0781
28.5
asian
25.097656
26
0.644897
0.544922
31
0
0
no
0.9
0.8
no dnr
8
57
7.799805
105
12
36.59375
163.5
2.399902
36.398438
5.199219
135
7.109375
98
48
240
0
1
no(M2 and SIP pres)
1
1,407
79.896
1
male
1
10
10
Coma
Coma
3
null
null
44
73,135
28,528.1875
32,434.875
29.5
white
25.5
63
0.297974
0.22699
1
0
1
no
0.1
0.05
dnr after sadm
1
127
18.699219
120
38
38.59375
208.15625
null
null
1.699951
130
7.489258
null
19
3,186
null
null
<2 mo. follow-up
5.791992
1,408
77.74396
1
female
1
12
12
CHF
COPD/CHF/Cirrhosis
3
18
under $11k
0
34,096
16,873.2656
15,810.1797
16
white
16.5
20
0.861938
0.770996
1
1
0
no
0.95
0.8
no dnr
12
57
5.899414
135
22
36.89844
null
3.599609
0.799927
1.199951
134
null
null
25
3,120
5
5
<2 mo. follow-up
5
1,409
72.05194
1
male
0
9
340
CHF
COPD/CHF/Cirrhosis
3
12
under $11k
0
27,158
13,123.1953
12,970
26.5
hispanic
17.199219
26
0.870972
0.784912
1
1
0
no
0.5
0.5
no dnr
9
57
7.099609
65
28
36.5
null
null
0.299988
1.199951
132
null
null
13
2,810
null
null
no(M2 and SIP pres)
3.253418
1,410
61.49799
1
female
0
4
196
Lung Cancer
Cancer
2
12
null
0
6,507
2,927.2148
4,986.19922
6
white
14.298828
15
0.765991
0.515991
1
1
0
metastatic
0.4
0.05
no dnr
4
97
null
110
22
37.89844
null
null
null
null
140
null
136
null
3,100
0
0
null
0
1,411
53.26797
1
female
1
21
21
ARF/MOSF w/Sepsis
ARF/MOSF
1
16
$11-$25k
0
309,174
109,134.188
104,876.375
38
white
28.898438
39
0.7229
0.637939
7
0
0
no
null
null
no dnr
21
55
27.597656
95
10
38.69531
267.5
null
13
3.699707
132
7.55957
null
61
0
0
null
<2 mo. follow-up
0.494751
1,412
67.16998
1
male
1
26
26
ARF/MOSF w/Sepsis
ARF/MOSF
3
null
null
0
326,479
129,416.938
132,201.875
44.25
white
30.5
65
0.662964
0.565918
2
0
0
no
0.5
0.5
dnr after sadm
22
73
14.199219
55
24
36.5
null
2.599609
0.699951
1.599854
135
null
165
37
4,220
null
null
<2 mo. follow-up
2.918945
1,413
86.41998
1
male
1
16
16
ARF/MOSF w/Sepsis
ARF/MOSF
0
12
$11-$25k
9
88,769
34,941.5625
32,367.75
21.666656
white
42.796875
63
0.182983
0.094986
1
0
0
no
0.5
0.5
dnr after sadm
2
65
11.898438
124
52
39.39844
null
null
null
0.799927
136
null
116
22
1,425
null
null
<2 mo. follow-up
4.041992
1,414
48.76898
0
male
0
27
534
ARF/MOSF w/Sepsis
ARF/MOSF
1
14
>$50k
44
318,152
72,123.125
67,590.3125
31.25
white
23.796875
43
0.709961
0.621948
4
0
0
no
0.9
0.8
no dnr
27
70
null
55
20
36
null
null
null
2
139
null
117
40
1,745
null
0
no(M2 and SIP pres)
0
1,415
41.12799
1
female
0
27
103
Coma
Coma
2
14
$25-$50k
44
141,917
56,199.0625
55,028.6875
27.75
white
31.5
45
0.516968
0.445984
1
0
0
no
null
null
dnr after sadm
22
107
1.899902
60
26
38
336.625
2.699707
0.699951
1.599854
133
7.459961
98
16
2,313
null
7
null
7
1,416
52.31998
0
male
0
4
531
CHF
COPD/CHF/Cirrhosis
3
16
>$50k
0
14,200
8,216.9844
8,403.46875
17
white
13.398438
18
0.935913
0.891968
1
1
0
no
0.9
0.8
no dnr
4
63
7
75
40
38
67.76562
1.899902
0.599976
1.099854
132
7.519531
113
26
1,496
null
null
no(M2 and SIP pres)
2.151367
1,417
71.75397
0
male
0
38
531
ARF/MOSF w/Sepsis
ARF/MOSF
1
18
null
26
198,019
80,928.8125
77,727.6875
28.75
white
28.296875
35
0.532959
0.417969
6
1
0
no
0.85
0.85
no dnr
38
71
8.099609
66
22
35.59375
null
null
0.799927
1
140
null
413
18
2,975
null
5
null
5
1,418
64.41595
1
female
1
13
13
ARF/MOSF w/Sepsis
ARF/MOSF
5
10
$11-$25k
44
81,959
30,076.3281
30,402.0938
31
hispanic
19
24
0.737915
0.656982
3
0
0
no
null
null
dnr after sadm
10
65
10.798828
70
32
36.39844
376.1875
null
null
1.199951
140
7.399414
156
24
1,925
null
7
<2 mo. follow-up
7
1,419
56.66299
0
female
0
17
529
ARF/MOSF w/Sepsis
ARF/MOSF
0
null
null
37
184,814
42,421.6875
40,814.5312
22
white
24.796875
19
0.650879
0.550903
8
0
0
no
null
null
no dnr
17
66
12.398438
64
22
36.39844
null
3.799805
null
0.799927
136
null
260
14
2,350
null
null
null
2.577637
1,420
20.73099
0
male
0
21
528
ARF/MOSF w/Sepsis
ARF/MOSF
0
12
under $11k
61
null
59,732.75
58,575.2812
28.333328
hispanic
29.597656
37
0.62793
0.524902
12
0
0
no
0.5
0.5
no dnr
21
48
15.798828
100
24
38
273.3125
null
null
1.5
130
7.539062
null
24
1,745
null
null
no(M2 and SIP pres)
2.806641
1,421
77.31097
0
male
0
56
528
ARF/MOSF w/Sepsis
ARF/MOSF
2
null
under $11k
9
318,057
94,745.25
94,802.1875
26.25
black
26.597656
32
0.504883
0.387939
19
0
0
yes
0.85
0.8
no dnr
56
50
9.5
135
13
39.39844
196
1.599854
1.799805
0.899902
135
7.369141
236
21
1,800
null
0
no(M2 and SIP pres)
0
1,422
56.03299
1
male
1
6
6
ARF/MOSF w/Sepsis
ARF/MOSF
3
18
$11-$25k
100
52,414
21,598.75
21,937.3594
34
white
40.398438
77
0.044998
0.014
2
0
0
no
null
null
dnr after sadm
3
78
12
115
36
36.79688
71.65625
null
null
3.899902
128
7.489258
145
73
2,350
null
0
<2 mo. follow-up
0
1,423
76.42999
1
male
0
11
62
Lung Cancer
Cancer
1
12
>$50k
0
29,862
14,500.4219
17,274.4688
15.5
white
16.296875
13
0.694946
0.405945
1
0
0
metastatic
0.95
0.5
no dnr
11
70
14.699219
75
10
38.19531
212
null
1.599854
3.099609
152
7.519531
492
111
2,264
null
0
adl>=4 (>=5 if sur)
0
1,424
69.58795
1
male
0
5
240
Lung Cancer
Cancer
1
16
null
0
9,532
4,846.543
4,340.04688
10
other
16.699219
6
0.703979
0.418945
1
0
0
metastatic
0.8
0.6
no dnr
5
65
17.597656
165
26
38.39844
85
null
null
1
132
7.359375
253
18
1,440
null
null
null
2.340332
1,425
70.32996
1
female
0
15
28
ARF/MOSF w/Sepsis
ARF/MOSF
2
12
$25-$50k
37
65,043
28,584.9375
26,608.6719
21
white
24.199219
46
0.514893
0.397949
1
0
0
metastatic
0.8
0.5
no dnr
15
62
9.699219
65
20
36.19531
null
3.899902
0.599976
0.899902
139
null
124
18
1,660
null
1
<2 mo. follow-up
1
1,426
68.34497
1
female
0
16
236
ARF/MOSF w/Sepsis
ARF/MOSF
2
16
>$50k
26
118,074
28,804.5938
27,936.1875
18.333328
white
22.5
32
0.660889
0.562988
20
0
0
no
0.8
0.8
no dnr
16
85
20.296875
125
30
38.59375
315.5
null
null
2.899902
147
7.429688
101
68
2,545
null
null
null
2.81543
1,427
76.76099
1
male
0
24
28
CHF
COPD/CHF/Cirrhosis
1
16
$25-$50k
0
82,924
40,077.5312
37,836.375
24.333328
white
27.898438
34
0.692993
0.526978
1
0
0
no
0.78
0.68
no dnr
24
73
5.899414
75
10
38.29688
186
null
null
1.399902
152
7.339844
null
38
548
2
2
<2 mo. follow-up
2
1,428
58.823
1
female
0
12
440
CHF
COPD/CHF/Cirrhosis
1
14
$11-$25k
0
58,144
31,806.9531
33,860.8125
16.5
white
32.796875
31
0.691895
0.525879
1
0
0
no
0.8
0.7
no dnr
12
98
19.5
115
29
38.69531
585
null
0.699951
0.599976
131
7.519531
172
12
3,055
null
null
null
3.062988
1,429
31.79999
1
female
1
24
24
ARF/MOSF w/Sepsis
ARF/MOSF
5
12
under $11k
26
285,267
71,898.625
81,949.5
40
black
22.597656
57
0.819946
0.759888
12
1
0
no
0.7
0.6
dnr after sadm
21
115
14.699219
140
24
39.29688
402.5
null
5.299805
1.099854
128
7.459961
221
18
3,765
null
2
<2 mo. follow-up
2
1,430
55.32898
1
male
0
11
38
CHF
COPD/CHF/Cirrhosis
2
14
>$50k
0
39,435
17,091.9219
19,060.6094
25.5
white
22.398438
27
0.863892
0.774902
1
0
0
no
0.85
0.7
no dnr
11
82
20.199219
110
26
37.39844
137.5
2.299805
null
1.399902
140
7.429688
104
12
1,148
0
0
<2 mo. follow-up
0
1,431
55.35098
0
male
0
24
517
ARF/MOSF w/Sepsis
ARF/MOSF
0
null
null
100
559,190
115,602.375
110,042.312
38.333313
white
36.5
74
0.054993
0.017998
21
0
0
no
0.5
0.5
no dnr
24
65
12.099609
115
31
37.79688
220
2.699707
46.5
7.799805
138
7.5
184
96
328
null
null
null
3.620117
1,432
40.05197
1
female
0
11
515
Colon Cancer
Cancer
1
14
null
0
26,709
12,503.6719
12,794.4844
15
asian
14.599609
15
0.881958
0.73291
1
0
0
metastatic
0.4
0.2
no dnr
11
77
13.699219
80
20
36.59375
null
null
null
1.199951
134
null
null
14
2,900
0
null
no(M2 and SIP pres)
0.494751
1,433
33.043
0
male
0
62
515
ARF/MOSF w/Sepsis
ARF/MOSF
3
11
$11-$25k
37
584,811
161,002.25
140,531.625
34.75
hispanic
31.296875
51
0.640991
0.539917
6
0
0
no
0.5
0.5
no dnr
62
83
3
104
22
39.19531
null
null
0.799927
1.299805
138
null
144
15
2,750
null
null
no(M2 and SIP pres)
3.351074
1,434
75.20898
1
female
0
7
212
CHF
COPD/CHF/Cirrhosis
2
14
null
0
16,236
8,621.3047
6,855.44922
15.5
hispanic
21.796875
32
0.805908
0.68689
1
0
0
no
0.9
0.7
no dnr
7
67
20.597656
55
25
36
371
null
0.299988
1.199951
129
7.609375
289
25
1,466
0
0
no(M2 and SIP pres)
0
1,435
59.55099
1
male
1
8
8
ARF/MOSF w/Sepsis
ARF/MOSF
1
null
null
0
49,137
22,125.8438
22,604.9062
13.5
white
18.199219
17
0.809937
0.746948
2
0
0
metastatic
0.2
0.04
dnr after sadm
1
68
13.699219
145
32
37.69531
344
null
null
0.799927
140
7.539062
133
14
2,183
null
null
<2 mo. follow-up
3.342285
1,436
65.30298
1
male
1
7
7
Coma
Coma
1
16
null
55
114,803
25,911.7031
28,150.0156
36.5
white
28.296875
51
0.200989
0.139984
13
1
0
no
0.1
0.1
dnr after sadm
7
46
8.099609
75
22
36.5
null
3.399902
2.099609
1.299805
130
null
108
35
3,113
null
1
<2 mo. follow-up
1
1,437
34.31299
1
male
1
7
7
ARF/MOSF w/Sepsis
ARF/MOSF
4
14
under $11k
37
109,897
21,670.1406
22,389.4375
18
white
44.195313
74
0.237
0.135986
17
0
0
no
0.2
0.05
dnr after sadm
1
49
5
55
22
35.79688
null
null
null
0.699951
124
null
null
25
3,550
null
1
<2 mo. follow-up
1
1,438
68.51495
1
female
0
28
163
Coma
Coma
0
16
null
61
269,996
97,231.25
87,709.5
39
white
25
25
0.276978
0.207977
4
0
0
no
0.75
0.75
no dnr
28
60
25.597656
65
34
38.5
247.5
null
0.199982
5.599609
136
7.469727
null
79
0
null
0
Coma or Intub
0
1,439
70.56494
1
female
0
6
137
Lung Cancer
Cancer
1
20
null
0
13,976
7,062.5586
5,859.62891
19
white
16
32
0.714966
0.434998
1
0
0
metastatic
0.95
0.7
no dnr
6
63
10.398438
75
16
36.29688
null
3.699707
2.399902
1.5
126
null
94
24
3,625
null
null
no(M2 and SIP pres)
2.323242
1,440
59.31
1
female
0
16
131
Cirrhosis
COPD/CHF/Cirrhosis
4
null
null
9
45,458
22,102.3906
21,661.0781
16.333328
white
25.097656
26
0.672974
0.500977
1
0
0
no
0.5
0.4
no dnr
16
132
2.399902
125
44
37.79688
182
null
1.199951
4.399414
140
7.339844
356
91
492
null
null
null
4.161133
1,441
35.17297
1
male
1
5
5
MOSF w/Malig
ARF/MOSF
2
12
$11-$25k
61
194,955
24,154.5312
24,888.5312
48
hispanic
21
21
0.430969
0.310974
40
0
0
yes
0.01
0
dnr after sadm
4
106
8.699219
76
14
37.5
null
null
0.299988
0.799927
132
null
85
11
1,800
null
0
<2 mo. follow-up
0
1,442
60.39999
1
male
0
7
499
MOSF w/Malig
ARF/MOSF
1
10
null
0
81,201
10,525.8984
11,691.6562
15
white
18.796875
22
0.697998
0.60791
5
0
0
metastatic
null
null
no dnr
7
128
31.398438
125
25
39
192
2.5
6.099609
0.799927
151
7.439453
99
32
6,065
null
0
adl>=4 (>=5 if sur)
0
1,443
37.96298
1
male
1
10
10
ARF/MOSF w/Sepsis
ARF/MOSF
4
13
$11-$25k
37
569,861
52,801.5938
52,417.7812
53
white
38.59375
74
0.362
0.243988
28
0
0
no
0.05
0.05
dnr after sadm
10
63
6.699219
105
20
36
null
null
null
1.899902
137
null
null
42
1,875
null
0
<2 mo. follow-up
0
1,444
56.56097
0
male
0
48
494
ARF/MOSF w/Sepsis
ARF/MOSF
0
16
>$50k
26
690,753
141,858.875
132,413.375
44.25
white
38.5
60
0.28595
0.176971
36
0
0
no
0.2
0.2
no dnr
48
72
9.798828
72
28
36.39844
null
null
null
0.699951
136
null
159
7
3,625
null
null
null
2.624512
1,445
65.29999
0
female
0
4
494
Lung Cancer
Cancer
2
null
null
0
14,436
6,510.1836
8,984.05469
20
white
15.5
14
0.736938
0.468994
1
0
0
metastatic
null
null
no dnr
4
122
6.199219
145
8
38.89844
476.1875
null
2.899902
2.399902
130
7.569336
null
54
2,518
null
null
null
3.448731
1,446
84.08496
0
male
0
12
493
CHF
COPD/CHF/Cirrhosis
2
16
>$50k
0
29,939
17,392.6406
11,688.7031
8.5
white
19.398438
14
0.805908
0.685913
1
0
0
no
0.8
0.6
no dnr
12
117
19.5
103
24
36.19531
null
null
null
1.899902
134
null
175
46
null
null
0
no(M2 and SIP pres)
0
1,447
71.05798
1
female
0
33
373
ARF/MOSF w/Sepsis
ARF/MOSF
1
12
$11-$25k
26
178,983
66,084
67,346
27.25
white
36.296875
58
0.250977
0.146973
3
0
0
yes
0.8
0.7
no dnr
33
115
1.599854
35
50
37.59375
72.5
null
5.199219
0.799927
137
7.419922
192
32
1,075
null
0
no(M2 and SIP pres)
0
1,448
36.33099
1
male
1
15
15
Coma
Coma
0
null
null
94
191,073
76,378.6875
77,532.0625
55.333313
white
34.296875
81
0.202972
0.141998
2
0
0
no
0.1
0.1
dnr after sadm
10
120
12.798828
125
30
39.19531
null
null
0.899902
0.699951
131
null
146
14
2,795
null
null
<2 mo. follow-up
2.785645
1,449
78.26996
1
female
0
6
263
ARF/MOSF w/Sepsis
ARF/MOSF
2
null
under $11k
41
155,711
10,424.0391
10,553.8672
31
white
27.199219
47
0.312988
0.199982
20
1
0
yes
0.5
0.4
no dnr
6
73
0.199982
72
24
38.19531
null
null
null
0.599976
132
null
null
6
2,150
null
2
Coma or Intub
2
1,450
83.49597
0
male
0
21
491
ARF/MOSF w/Sepsis
ARF/MOSF
2
9
null
26
174,489
53,113.5938
54,059.2188
30
white
27.199219
34
0.407959
0.28894
5
0
0
yes
0.5
0.5
no dnr
21
103
7.099609
67
24
36.09375
220
null
0.399963
1
140
7.359375
169
18
null
null
null
null
4.511719
1,451
48.58298
0
male
0
30
489
CHF
COPD/CHF/Cirrhosis
2
null
null
0
222,936
110,012.125
93,727.6875
34
white
22.898438
28
0.876953
0.795898
1
0
0
no
0.8
0.8
no dnr
30
68
9.898438
98
24
36.19531
null
2.399902
7.399414
0.599976
143
null
103
3
3,800
null
null
null
3.19043
1,452
63.33499
1
male
0
10
467
Colon Cancer
Cancer
1
16
>$50k
0
43,200
20,651.7812
23,585.8906
11.5
white
16.199219
14
0.829956
0.630981
1
0
0
metastatic
1
0.5
no dnr
10
105
9.398438
50
26
39
480
null
null
0.699951
132
7.509766
271
10
2,570
0
1
null
1
1,453
34.53497
1
female
1
18
18
MOSF w/Malig
ARF/MOSF
3
null
null
44
437,598
107,912.312
95,340.5625
44
hispanic
41.5
93
0.032997
0.008999
28
0
0
yes
0.35
0.25
dnr after sadm
10
110
4.599609
62
24
36.79688
null
null
null
1.299805
138
null
366
33
4,400
null
null
<2 mo. follow-up
4.182617
1,454
53.69699
0
male
0
21
488
CHF
COPD/CHF/Cirrhosis
2
12
$25-$50k
0
155,191
91,163.625
69,184.875
25.666656
white
16.597656
16
0.915894
0.85791
1
0
0
no
null
null
no dnr
21
65
8.898438
125
10
38.39844
176
3.099609
32
4.799805
141
7.419922
178
61
12
0
0
null
0
1,455
46.89099
0
female
0
10
489
CHF
COPD/CHF/Cirrhosis
6
null
$11-$25k
37
108,058
65,461.0312
45,364.6875
38.5
white
36.398438
56
0.526978
0.326965
1
0
0
no
0.95
0.93
no dnr
10
108
2.099609
135
26
38.29688
142
null
0.599976
5.799805
132
7.299805
null
50
1,045
1
0
null
0
1,456
66.89099
0
male
0
22
487
ARF/MOSF w/Sepsis
ARF/MOSF
2
null
null
44
223,592
null
null
29
white
23.898438
38
0.570923
0.459961
12
0
0
no
0.8
0.75
no dnr
22
107
18.097656
66
24
38
null
null
null
0.899902
136
null
170
6
1,175
null
null
null
3.091797
1,457
31.17599
1
female
1
24
24
ARF/MOSF w/Sepsis
ARF/MOSF
4
11
$11-$25k
61
558,904
144,282.875
138,522
50.333313
hispanic
42.59375
95
0.181
0.093994
22
0
0
no
0.7
0.5
dnr after sadm
14
70
null
70
20
36.5
521.625
null
0.899902
1.799805
131
7.429688
157
19
2,050
null
7
<2 mo. follow-up
7
1,458
77.55499
1
female
0
25
33
Coma
Coma
2
null
null
44
168,806
38,366.5625
34,710.125
24.75
white
27.5
47
0.181
0.122986
7
1
0
no
0.4
0.3
dnr after sadm
4
43
14.898438
125
10
38
360
1.399902
0.599976
2.599609
133
7.319336
398
36
5,960
null
3
<2 mo. follow-up
3
1,459
36.70099
1
female
1
6
6
Coma
Coma
3
14
$11-$25k
100
139,607
32,443.6719
34,617.1875
50
white
47.398438
97
0
0
11
0
0
yes
0.2
0.2
no dnr
6
53
1.799805
125
30
34.79688
445.6875
null
0.299988
2.399902
134
7.389648
211
18
34
null
null
<2 mo. follow-up
3.439453
1,460
52.24899
0
male
0
25
480
ARF/MOSF w/Sepsis
ARF/MOSF
0
null
$11-$25k
26
154,101
60,022.8125
59,715.5
26.5
white
21.898438
38
0.770996
0.696899
7
0
0
no
0.9
0.9
no dnr
25
112
10.298828
120
40
35.89844
332
null
null
1.799805
138
7.469727
null
48
3,240
null
0
null
0
1,461
80.23499
1
female
1
5
5
MOSF w/Malig
ARF/MOSF
1
null
null
0
22,474
9,052.9141
10,659.0234
29
other
36.5
47
0.251953
0.14798
1
0
0
metastatic
0.1
0
no dnr
5
67
0.5
120
24
38.19531
null
2.399902
1.099854
1.199951
135
null
226
33
5,400
null
null
<2 mo. follow-up
3.253418
1,462
47.49298
1
male
0
7
404
Colon Cancer
Cancer
2
12
>$50k
0
32,899
15,341.8359
19,223.4062
6.5
white
8.798828
7
0.917969
0.80896
1
0
0
metastatic
1
0.9
no dnr
7
62
12.5
65
29
37.89844
66.25
null
null
1.299805
142
7.489258
126
31
2,175
0
0
no(M2 and SIP pres)
0
1,463
64.75
0
male
0
18
477
ARF/MOSF w/Sepsis
ARF/MOSF
2
17
>$50k
0
161,773
34,648.2188
30,380.1719
23.333328
white
26.597656
38
0.622925
0.518921
20
0
0
yes
0.8
0.8
no dnr
18
70
9.099609
125
20
36.5
null
null
null
1.299805
130
null
null
26
4,940
null
null
null
3.260254
1,464
39.78098
0
male
0
13
476
ARF/MOSF w/Sepsis
ARF/MOSF
1
14
>$50k
0
87,541
17,153.9219
14,720.9297
19.5
white
27.398438
36
0.757935
0.681885
6
0
0
yes
0.95
0.95
no dnr
13
102
11.099609
80
24
36.39844
null
null
1.299805
1.199951
136
null
161
16
1,425
0
null
null
0.494751
1,465
79.70398
1
female
0
5
335
CHF
COPD/CHF/Cirrhosis
2
14
$11-$25k
0
28,450
12,693.6328
14,254.0781
35
white
30.199219
50
0.625
0.439941
1
0
0
no
0.8
0.7
no dnr
5
65
0.049995
145
12
36.19531
421.25
1.899902
5.599609
3.199707
148
7.5
374
90
1,356
null
0
no(M2 and SIP pres)
0
1,466
64.25696
0
male
0
8
474
ARF/MOSF w/Sepsis
ARF/MOSF
1
14
under $11k
9
52,715
16,607.4531
15,969.4375
17
white
21.199219
28
0.802979
0.737915
3
1
0
no
0.9
0.75
no dnr
8
62
7.399414
70
14
36.19531
null
null
null
1.5
137
null
null
13
2,095
null
0
no(M2 and SIP pres)
0
1,467
48.375
1
female
0
10
106
Lung Cancer
Cancer
1
19
>$50k
0
19,535
10,733.4609
11,613.3359
10
white
14.099609
11
0.791992
0.56189
1
0
0
metastatic
0.85
0.5
no dnr
10
48
15.898438
145
8
38.09375
130
3.299805
1.699951
0.799927
146
7.5
198
20
4,120
0
null
null
0.494751
1,468
52.293
1
male
0
11
440
Colon Cancer
Cancer
1
18
>$50k
0
24,621
12,094.4141
13,190.0625
14
white
11.599609
14
0.892944
0.755981
1
0
0
metastatic
0.75
0.1
no dnr
11
140
12.099609
65
34
38.19531
159.15625
4.599609
1.599854
0.799927
132
7.419922
180
28
1,635
0
0
null
0
1,469
69.91595
0
male
0
28
472
ARF/MOSF w/Sepsis
ARF/MOSF
3
null
null
37
269,095
69,369.1875
68,555.5625
37.5
white
32.59375
73
0.265991
0.159973
8
1
0
yes
null
null
no dnr
28
130
12.099609
145
26
39.39844
334
2.099609
34
2.599609
156
7.609375
648
96
1,775
null
null
null
3.459961
1,470
60.20499
0
female
0
17
472
ARF/MOSF w/Sepsis
ARF/MOSF
1
14
>$50k
26
189,109
46,810.6562
36,146.2812
25
asian
35.59375
64
0.265991
0.159973
25
0
0
yes
0.5
0.25
no dnr
17
72
19.597656
115
32
37.5
197.9375
null
null
1.699951
155
7.539062
468
69
2,455
null
0
no(M2 and SIP pres)
0
1,471
60.91699
1
female
0
5
254
Lung Cancer
Cancer
1
16
under $11k
0
13,116
6,205.8125
6,476.56641
12
white
14.398438
11
0.763916
0.513916
1
0
0
metastatic
0.8
0.4
no dnr
5
128
6.5
120
36
38.59375
127.5
2.299805
36
3
129
7.539062
null
69
213
null
null
no(M2 and SIP pres)
2.241699
1,472
53.75198
1
male
1
15
15
ARF/MOSF w/Sepsis
ARF/MOSF
1
null
null
0
345,497
81,596.1875
86,074.3125
56
white
44
88
0.320984
0.20697
8
0
0
no
0.9
0.8
no dnr
15
67
22.796875
130
10
37.89844
200
null
0.799927
0.899902
138
7.479492
227
16
1,245
null
null
<2 mo. follow-up
2.504395
1,473
30.53799
0
male
0
9
468
ARF/MOSF w/Sepsis
ARF/MOSF
0
16
$25-$50k
26
130,205
21,199.2188
23,719.5156
24
white
19.5
20
0.851929
0.800903
28
0
0
no
0.8
0.8
no dnr
9
82
1.5
115
30
37.59375
176.1875
null
null
1
123
7.479492
173
26
1,700
1
1
null
1
1,474
73.84796
1
female
1
8
8
ARF/MOSF w/Sepsis
ARF/MOSF
5
18
$11-$25k
44
77,209
27,299.3438
28,369.9688
34
hispanic
40.5
80
0.138977
0.064987
2
1
0
no
0.5
0.4
dnr after sadm
8
94
6.299805
106
24
36.59375
null
4.199219
0.5
1.099854
138
null
78
16
1,900
null
null
<2 mo. follow-up
4.28418
1,475
63.93399
1
female
1
10
10
Colon Cancer
Cancer
1
14
null
0
39,476
16,393.5781
17,796.2969
14.5
white
40
30
0.27594
0.040993
1
0
0
metastatic
0.5
0
dnr after sadm
8
131
6.299805
116
25
38.19531
197.125
null
null
2.299805
147
7.459961
null
null
5,658
null
6
<2 mo. follow-up
6
1,476
71.69299
1
female
1
10
10
ARF/MOSF w/Sepsis
ARF/MOSF
2
16
$11-$25k
61
164,001
23,916.8125
24,213.8281
38.5
white
30.199219
47
0.247986
0.144989
29
0
0
no
0.1
0.1
dnr after sadm
2
137
11.898438
75
24
38.89844
null
null
1.399902
4.699219
126
null
null
90
5,200
null
5
<2 mo. follow-up
5
1,477
69.56897
0
male
0
10
462
COPD
COPD/CHF/Cirrhosis
2
8
null
0
35,691
16,373.8594
12,696.5859
16
black
21.796875
30
0.820923
0.708984
1
1
0
no
0.9
0.7
no dnr
10
117
11.699219
175
16
36.09375
157.125
null
null
2.099609
138
7.269531
184
43
1,699
6
5
null
5
1,478
71.12396
1
female
1
12
12
ARF/MOSF w/Sepsis
ARF/MOSF
1
null
null
44
227,604
49,044.9688
51,175.7188
45
black
42.296875
92
0.065994
0.022999
12
0
0
no
0.1
0.05
dnr after sadm
2
111
8
110
30
36.39844
197.5
null
null
0.799927
136
7.449219
265
14
1,150
null
null
<2 mo. follow-up
3.089844
1,479
65.52997
0
female
0
13
463
CHF
COPD/CHF/Cirrhosis
2
8
under $11k
0
32,728
18,566
14,167.7578
15.5
black
16.699219
11
0.890991
0.817993
1
0
0
no
0.75
0.7
no dnr
13
75
8.898438
78
22
36.79688
null
null
null
0.799927
138
null
null
null
3,100
1
0
null
0
1,480
60.65997
1
female
0
16
51
Coma
Coma
1
null
null
9
59,110
27,980.5625
30,758.3438
12
hispanic
20.199219
15
0.637939
0.577881
1
0
0
metastatic
0
0
dnr before sadm
-1
103
6.699219
78
22
38.5
null
null
0.5
1
140
null
86
11
1,050
null
null
<2 mo. follow-up
2.899414
1,481
75.16199
0
male
0
12
461
CHF
COPD/CHF/Cirrhosis
2
20
>$50k
0
43,004
18,532.2344
19,595.6094
26.5
white
13.898438
42
0.892944
0.819946
1
0
0
no
0.95
0.9
no dnr
12
50
null
95
32
37.5
367.5
1.799805
10.199219
2.199707
142
7.439453
200
112
3,425
1
0
no(M2 and SIP pres)
0
1,482
60.72299
1
male
1
15
15
ARF/MOSF w/Sepsis
ARF/MOSF
3
null
null
44
165,860
56,255.9062
54,786.0312
38.666657
white
39.195313
73
0.219971
0.122986
4
0
0
no
0.75
0.7
dnr after sadm
11
143
0.049995
135
36
35.5
540
3
null
1.5
135
7.55957
null
29
2,480
null
null
<2 mo. follow-up
3.604492
1,483
54.67499
1
male
0
10
250
Colon Cancer
Cancer
1
16
>$50k
0
32,539
14,322.4609
17,685.9688
14.5
white
25.296875
5
0.701904
0.415955
1
0
0
metastatic
0.8
0.5
no dnr
10
73
5.199219
76
24
36.39844
null
null
null
1.099854
136
null
null
3
2,400
null
null
null
2.959473
1,484
56.00299
0
male
0
24
460
CHF
COPD/CHF/Cirrhosis
2
10
null
0
130,715
66,234.25
43,036.0625
18.666656
white
21
22
0.876953
0.794922
1
0
0
no
0.8
0.7
no dnr
24
68
46.5
150
40
39.29688
130
3
16.097656
2.299805
150
7.539062
300
63
2,420
0
0
null
0
1,485
58.54599
0
female
0
6
460
CHF
COPD/CHF/Cirrhosis
4
null
null
0
11,516
7,043.5547
5,208.17969
12
white
18.5
24
0.86499
0.776978
1
1
0
yes
1
0.7
no dnr
6
72
7.799805
135
10
36.69531
391.8125
null
0.399963
0.699951
136
7.519531
103
7
5,660
null
null
null
3.390137
1,486
78.27496
1
female
1
7
7
Coma
Coma
0
null
null
37
63,413
19,578.7656
22,750.2344
38
asian
35.695313
38
0.043999
0.021999
8
0
0
no
0.2
0.5
no dnr
7
52
12.898438
120
40
39.79688
148.875
3.399902
null
3.599609
143
7.459961
null
87
73
null
null
<2 mo. follow-up
2.394531
1,487
79.07495
1
female
0
8
183
CHF
COPD/CHF/Cirrhosis
4
12
under $11k
0
14,921
9,544.6016
7,000.54688
18.5
white
20
34
0.771973
0.636963
1
1
0
yes
0.6
0.4
dnr before sadm
-1
69
9.699219
120
16
36.79688
null
1.799805
null
0.599976
140
null
null
16
null
null
3
no(M2 and SIP pres)
3
1,488
71.146
1
male
0
3
402
CHF
COPD/CHF/Cirrhosis
3
19
>$50k
0
8,208
4,140.8594
3,448.91992
15
white
20.5
35
0.836914
0.73291
1
1
0
no
0.8
0.7
no dnr
3
52
22.296875
125
24
36.19531
null
3.099609
null
1.799805
138
null
null
47
1,925
null
null
no(M2 and SIP pres)
2.431152
1,489
47.20898
0
male
0
16
458
CHF
COPD/CHF/Cirrhosis
3
12
$25-$50k
0
120,554
50,712.9062
49,997.125
21
white
27.796875
24
0.827881
0.718994
1
0
0
no
0.95
0.92
no dnr
16
163
17
116
22
36
300
null
null
1.199951
139
7.379883
282
26
1,925
null
0
null
0
1,490
52.97198
1
male
0
5
74
CHF
COPD/CHF/Cirrhosis
2
9
$25-$50k
0
109,462
9,459.1641
15,796.4297
36
white
26.597656
27
0.761963
0.621948
18
0
0
no
0.7
0.55
no dnr
5
52
44.5
150
14
38.29688
225.4375
3
25.796875
4.899414
142
7.419922
94
76
28
null
3
SIP>=30
3
1,491
59.28299
1
female
1
31
31
MOSF w/Malig
ARF/MOSF
1
12
$11-$25k
41
263,478
96,814.8125
83,578.5
26.75
black
29.597656
47
0.309998
0.196991
4
0
0
yes
0.6
0.6
dnr after sadm
26
105
6.199219
105
24
36.79688
null
null
null
1.099854
139
null
92
14
4,950
null
5
<2 mo. follow-up
5
1,492
66.92096
1
female
1
3
3
ARF/MOSF w/Sepsis
ARF/MOSF
1
null
under $11k
100
259,419
10,136.9922
9,748.00781
29
hispanic
81.6875
116
0
0
41
1
0
no
0.2
0.2
no dnr
3
103
20.199219
105
20
36.79688
null
null
null
0.699951
141
null
172
9
1,750
null
0
<2 mo. follow-up
0
1,493
44.89297
1
female
0
7
174
Colon Cancer
Cancer
1
12
>$50k
0
null
6,676.3672
7,199.01953
10
white
9.5
14
0.915894
0.803955
1
0
0
metastatic
0.9
0.3
no dnr
7
55
12.798828
75
12
38.29688
null
3.399902
0.899902
1.699951
138
null
128
30
1,920
0
null
null
0.494751
1,494
52.323
0
male
0
13
454
CHF
COPD/CHF/Cirrhosis
2
14
$11-$25k
0
108,450
65,760.8125
49,937.4688
34
white
26.097656
40
0.830933
0.723999
1
0
0
no
0.9
0.85
no dnr
13
55
11.298828
35
10
35
262.5
1.899902
20.5
1.699951
138
7.40918
229
55
2,211
null
null
no(M2 and SIP pres)
3.303711
1,495
41.60699
1
female
1
13
13
ARF/MOSF w/Sepsis
ARF/MOSF
0
null
null
41
590,617
62,744.5312
57,986.75
37.5
hispanic
43.695313
84
0.185974
0.096985
15
0
0
no
0.1
0.05
dnr after sadm
12
83
10.898438
76
16
36.59375
null
2.599609
1
0.899902
137
null
100
11
2,840
null
null
<2 mo. follow-up
2.734375
1,496
53.50299
0
male
0
17
453
CHF
COPD/CHF/Cirrhosis
2
14
>$50k
0
150,298
90,096
65,634.875
30.333328
white
21.5
31
0.876953
0.795898
1
0
0
no
0.8
0.7
no dnr
17
63
12.699219
125
26
39.09375
null
3.699707
1.299805
1.299805
138
null
154
14
2,670
0
0
null
0
1,497
73.24799
1
male
0
7
24
Cirrhosis
COPD/CHF/Cirrhosis
2
18
null
9
12,039
6,354.4219
6,221.9375
8
white
25.699219
45
0.531982
0.332947
1
0
0
no
0.3
0.3
dnr after sadm
2
107
6.899414
75
20
36
null
null
null
1.899902
142
null
167
40
2,850
null
null
<2 mo. follow-up
2.677246
1,498
74.17395
1
female
1
23
23
ARF/MOSF w/Sepsis
ARF/MOSF
1
null
null
0
322,777
102,572.188
107,645.438
40
white
28.597656
54
0.621948
0.517944
7
1
0
no
0.9
0.9
dnr after sadm
22
42
23.398438
105
10
36.29688
316
null
null
2
135
7.25
null
40
2,650
null
null
<2 mo. follow-up
2.542969
1,499
57.49799
1
male
1
9
9
ARF/MOSF w/Sepsis
ARF/MOSF
3
17
>$50k
26
347,324
null
null
36
white
40.796875
58
0.22699
0.127991
21
0
0
no
0.2
0.05
dnr after sadm
6
70
6.199219
70
20
36.5
null
null
null
2.799805
139
null
null
59
1,175
null
0
<2 mo. follow-up
0
1,500
72.20294
1
male
0
9
146
Lung Cancer
Cancer
1
18
$11-$25k
0
38,812
18,041.3594
19,459.875
9.5
white
20.398438
23
0.61499
0.29895
1
0
0
metastatic
0.65
0.4
no dnr
9
72
6.399414
75
22
37
null
null
null
2.399902
131
null
153
77
600
null
null
no(M2 and SIP pres)
3.495117