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
6,701
33.72998
0
female
0
9
1,321
ARF/MOSF w/Sepsis
ARF/MOSF
0
12
under $11k
0
35,602
24,688.875
25,589.0469
13
black
20.898438
12
0.878906
0.835938
22
0
0
no
1
1
no dnr
9
95
5
104
24
37.69531
253.03125
2
1.099854
0.699951
133
7.40918
null
null
null
4
2
no(M2 and SIP pres)
2
6,702
57.71399
1
female
0
21
31
MOSF w/Malig
ARF/MOSF
4
11
under $11k
9
22,480
14,848.2656
18,645.4375
25
black
17.398438
20
0.744995
0.665894
1
1
0
metastatic
0.1
0.001
dnr after sadm
8
89
40.09375
96
24
39.59375
261.875
2.599609
0.5
1.099854
141
7.489258
null
null
null
null
5
<2 mo. follow-up
5
6,703
70.40094
1
male
0
6
307
CHF
COPD/CHF/Cirrhosis
4
8
$11-$25k
0
4,826
3,220.4199
3,311.68945
6
white
15.798828
25
0.887939
0.81189
1
0
0
no
0.53
0.3
dnr after sadm
2
108
7.599609
74
22
36.29688
380.9375
3.599609
1
1.599854
140
7.5
null
null
null
null
null
null
2.507813
6,704
26.26099
1
male
1
4
4
Coma
Coma
4
null
null
0
11,013
7,114.2812
7,941.80859
70
black
46
68
0.473999
0.40094
1
1
0
no
0.2
0.2
dnr after sadm
4
41
11.699219
0
46
39.09375
167.5
2.5
0.899902
1.699951
143
7.199219
null
null
null
null
null
<2 mo. follow-up
2.440918
6,705
70.79297
1
male
0
5
668
CHF
COPD/CHF/Cirrhosis
5
12
under $11k
0
3,689
2,464.5469
2,637.85938
7
white
13.798828
22
0.902954
0.836914
1
0
0
no
null
null
no dnr
5
107
5.899414
53
22
35.69531
null
4.399414
0.699951
1.399902
141
7.419922
null
null
null
0
1
no(M2 and SIP pres)
1
6,706
63.56998
1
male
0
44
227
ARF/MOSF w/Sepsis
ARF/MOSF
0
12
$25-$50k
44
126,224
82,239.625
91,960.5
42.5
white
25
24
0.602905
0.495972
4
0
0
no
0.5
0.5
no dnr
44
118
17.796875
136
8
39.19531
190
2
1.399902
1.199951
150
7.40918
null
null
null
null
0
no(M2 and SIP pres)
0
6,707
52.29797
1
male
1
25
25
MOSF w/Malig
ARF/MOSF
1
14
$25-$50k
0
108,667
69,016.75
82,232.3125
57
white
30.597656
53
0.537964
0.422974
2
0
0
yes
0.7
0.5
no dnr
25
57
22.597656
136
32
39.19531
131.09375
2.399902
0.699951
1.099854
147
7.569336
null
null
null
null
6
<2 mo. follow-up
6
6,708
50.10797
1
female
0
20
448
MOSF w/Malig
ARF/MOSF
1
13
$11-$25k
9
59,953
32,717.1094
41,005.7812
30.333328
white
28.597656
35
0.469971
0.35199
14
0
0
yes
0.5
0.5
no dnr
20
74
0
101
20
35.79688
null
2.599609
0.5
0.899902
133
null
null
null
null
0
0
SIP>=30
0
6,709
40.57999
0
male
0
61
1,316
ARF/MOSF w/Sepsis
ARF/MOSF
0
12
null
9
173,158
116,037.625
131,353.25
54
white
35.195313
66
0.637939
0.536987
4
0
0
no
0.05
0.000125
no dnr
61
60
12
132
14
38.39844
108
1.699951
2.899902
4.799805
142
7.279297
null
null
null
null
1
SIP>=30
1
6,710
53.823
1
female
0
8
68
MOSF w/Malig
ARF/MOSF
1
12
under $11k
0
15,461
9,543.1797
11,886.4141
13
white
25.699219
25
0.532959
0.417969
7
0
0
metastatic
0.8
0.6
no dnr
8
89
0.699951
101
20
36.69531
null
null
null
0.899902
135
null
null
null
null
1
1
null
1
6,711
74.22894
1
male
0
13
118
ARF/MOSF w/Sepsis
ARF/MOSF
1
9
$11-$25k
0
15,964
9,384.25
10,116.2891
20
white
24.199219
31
0.770996
0.696899
1
0
0
no
0.9
0.8
no dnr
13
77
9.898438
107
28
36.29688
276.625
2.5
1.699951
1.399902
131
7.479492
null
null
null
3
6
null
6
6,712
76.61096
1
male
0
3
160
CHF
COPD/CHF/Cirrhosis
3
null
under $11k
0
2,487
1,572.0332
1,814.7998
11
black
17.699219
31
0.851929
0.755981
1
0
0
no
null
null
no dnr
3
62
5.399414
110
20
36.39844
376.1875
null
1.199951
1.299805
138
7.529297
null
null
null
null
null
null
2.544922
6,713
49.28699
1
male
1
28
28
ARF/MOSF w/Sepsis
ARF/MOSF
1
null
under $11k
0
86,797
55,757.6562
64,130.4375
45.25
white
26.5
50
0.765991
0.690918
14
0
0
no
0.5
0.5
no dnr
28
115
34.09375
140
28
38
347.5625
2.399902
3.399902
0.5
137
7.489258
null
null
null
null
null
<2 mo. follow-up
3.225098
6,714
69.37994
1
female
0
7
55
CHF
COPD/CHF/Cirrhosis
2
13
null
0
10,879
5,274.4727
6,358.31641
18
white
29.699219
36
0.557983
0.362
1
0
0
metastatic
0.8
0.8
no dnr
7
59
5.5
136
22
36.59375
null
2.5
1.5
1.199951
130
null
null
null
null
1
0
<2 mo. follow-up
0
6,715
70.88599
1
male
0
7
793
COPD
COPD/CHF/Cirrhosis
2
12
$11-$25k
0
6,045
3,868.6758
4,133.01953
9.5
white
17.796875
17
0.861938
0.770996
1
0
0
no
0.95
0.9
no dnr
7
94
17.597656
118
24
36.59375
280
4
1
1
136
7.369141
null
null
null
1
0
no(M2 and SIP pres)
0
6,716
62.59299
1
male
1
36
36
Cirrhosis
COPD/CHF/Cirrhosis
7
10
$11-$25k
9
119,264
76,845
88,983.75
48.25
white
25.699219
50
0.569946
0.375
5
1
0
no
0.7
0.6
dnr after sadm
32
120
20.5
61
33
36
257.125
2.199707
3.099609
1.299805
129
7.399414
null
null
null
0
0
<2 mo. follow-up
0
6,717
36.98297
1
male
0
24
60
CHF
COPD/CHF/Cirrhosis
1
12
under $11k
0
26,586
17,302.4688
18,924.75
17
black
33.59375
35
0.737915
0.588989
6
0
0
no
0.5
0.3
no dnr
24
73
null
107
28
35.89844
280
2.399902
2.399902
1.299805
127
7.449219
null
null
null
0
0
SIP>=30
0
6,718
52.19199
1
female
0
6
179
Colon Cancer
Cancer
1
12
$25-$50k
0
5,321
3,410.6738
4,506.80859
10
white
18.898438
5
0.814941
0.601929
1
0
0
metastatic
0.5
0.3
no dnr
6
86
8.5
59
20
36.5
null
3.299805
1
0.799927
136
null
null
null
null
0
0
adl>=4 (>=5 if sur)
0
6,719
70.46997
1
female
0
38
100
ARF/MOSF w/Sepsis
ARF/MOSF
1
null
null
9
94,955
62,118.1562
68,680.4375
38.5
white
37.5
52
0.334961
0.218994
12
0
0
no
1
1
no dnr
38
50
29.296875
80
10
36.39844
115.54688
1.699951
6.899414
0.599976
135
7.429688
null
null
null
null
0
no(M2 and SIP pres)
0
6,720
78.80597
1
male
1
15
15
MOSF w/Malig
ARF/MOSF
1
6
under $11k
9
15,662
10,750.6406
13,315.3125
10.333328
black
23.296875
39
0.588989
0.47998
1
0
0
metastatic
0.4
0.2
dnr after sadm
1
66
17.5
71
20
35.89844
523.75
2.5
1.599854
2.299805
142
7.459961
null
null
null
null
2
<2 mo. follow-up
2
6,721
71.78894
1
male
0
38
937
ARF/MOSF w/Sepsis
ARF/MOSF
2
9
under $11k
26
91,348
59,310.0625
68,936.5625
50.25
white
31.796875
38
0.511963
0.394958
1
0
0
no
0.4
0.4
no dnr
38
82
24.199219
106
15
38.09375
91.25
2.5
1.5
2.5
144
7.369141
null
null
null
null
6
no(M2 and SIP pres)
6
6,722
34.875
1
male
1
14
14
MOSF w/Malig
ARF/MOSF
2
0
under $11k
0
59,218
37,512
42,662.9375
56.666657
white
44.398438
67
0.161987
0.079987
3
0
0
yes
0.6
0.5
no dnr
14
51
2.199707
160
28
35.89844
123.75
2.299805
1.5
0.699951
132
7.419922
null
null
null
null
0
<2 mo. follow-up
0
6,723
78.97095
1
female
0
4
30
MOSF w/Malig
ARF/MOSF
2
12
under $11k
0
5,415
2,838.0508
3,703.69922
24
black
19.398438
22
0.677979
0.583984
3
0
0
metastatic
0.3
0.2
no dnr
4
101
9.798828
76
22
36.09375
null
null
null
1.199951
129
null
null
null
null
0
1
<2 mo. follow-up
1
6,724
62.74298
0
female
0
6
1,302
ARF/MOSF w/Sepsis
ARF/MOSF
4
6
under $11k
0
7,487
4,930.6758
5,606.25781
10
black
22.097656
39
0.827881
0.768921
2
1
0
no
0.95
0.8
no dnr
6
132
11.798828
96
24
36.69531
252.375
null
0.399963
2.399902
136
7.329102
null
null
null
2
1
SIP>=30
1
6,725
84.112
1
male
0
30
274
ARF/MOSF w/Sepsis
ARF/MOSF
3
16
under $11k
0
25,533
16,575.125
18,047.8594
17.75
white
34.59375
59
0.481995
0.363953
1
0
1
no
0.5
0.4
dnr after sadm
2
61
3.199707
138
36
39
191.40625
2
1.099854
2.5
150
7.329102
null
null
null
null
7
adl>=4 (>=5 if sur)
7
6,726
59.23898
1
female
1
5
5
MOSF w/Malig
ARF/MOSF
1
15
$25-$50k
55
5,891
3,676.1289
4,643.15625
13
white
30.296875
32
0.156982
0.076996
3
0
0
metastatic
0
0
dnr after sadm
1
63
19.296875
122
24
37.79688
null
null
null
1.699951
122
null
null
null
null
null
0
<2 mo. follow-up
0
6,727
53.465
1
male
0
4
225
CHF
COPD/CHF/Cirrhosis
2
12
$25-$50k
0
5,590
3,078.4727
3,631.16992
12
black
17.796875
27
0.907959
0.845947
1
0
0
no
0.95
0.95
no dnr
4
71
9.398438
71
22
35.89844
152
4.199219
0.599976
1.599854
138
7.099609
null
null
null
0
null
no(M2 and SIP pres)
0.4948
6,728
47.439
1
female
0
11
323
Cirrhosis
COPD/CHF/Cirrhosis
2
10
under $11k
0
14,155
9,264.0078
11,179.9141
15
white
30.597656
37
0.682983
0.514893
1
0
0
no
0.8
0.7
no dnr
11
104
17.296875
113
20
36.19531
566.625
2.599609
12
0.5
144
7.489258
null
null
null
1
null
no(M2 and SIP pres)
1.1669
6,729
41.91898
1
male
1
24
24
Cirrhosis
COPD/CHF/Cirrhosis
3
16
under $11k
0
49,526
31,816.1719
39,600.2812
21.333328
black
28.398438
43
0.763916
0.625
1
0
0
no
0.8
0.75
dnr after sadm
19
76
3.799805
69
20
36
null
1.699951
25.296875
0.5
135
null
null
null
null
3
4
<2 mo. follow-up
4
6,730
71.04395
1
female
1
8
8
Coma
Coma
3
12
$25-$50k
100
39,241
25,236.375
28,353.5625
35
white
18.097656
16
0.128998
0.081985
17
0
0
yes
0.1
0.001
dnr after sadm
3
62
10.5
65
10
38.59375
346.625
2.699707
0.299988
1.099854
166
7.399414
null
null
null
null
7
<2 mo. follow-up
7
6,731
77.55194
1
male
1
163
163
ARF/MOSF w/Sepsis
ARF/MOSF
2
12
$25-$50k
9
265,926
177,235.25
215,599.375
41.5
white
22.898438
51
0.75293
0.674927
1
1
0
no
0.8
0.8
dnr after sadm
146
155
17.898438
125
28
38.89844
226.65625
2.199707
0.799927
1.5
137
7.429688
null
null
null
null
3
adl>=4 (>=5 if sur)
3
6,732
57.25699
1
male
0
3
230
Colon Cancer
Cancer
2
7
under $11k
0
2,124
1,498.0596
1,994.92969
null
black
9
5
0.907959
0.786987
1
0
0
metastatic
0.2
0
dnr after sadm
2
95
10.5
58
24
37.5
null
null
0.799927
0.799927
138
null
107
6
940
null
0
adl>=4 (>=5 if sur)
0
6,733
61.84
0
female
0
11
1,090
COPD
COPD/CHF/Cirrhosis
3
11
under $11k
0
12,300
8,202.9453
8,763.98438
17
black
18.199219
23
0.866943
0.778931
1
0
0
yes
0.9
0.89
no dnr
11
65
9.5
105
28
38.09375
137.5
null
null
2
137
7.419922
126
29
4,955
0
0
no(M2 and SIP pres)
0
6,734
67.31
1
female
1
22
22
MOSF w/Malig
ARF/MOSF
1
16
$25-$50k
0
18,881
13,809.0859
18,162.3125
21
white
26.398438
37
0.569946
0.458984
1
0
0
metastatic
null
null
dnr after sadm
17
83
5.5
100
18
36.69531
274.0625
null
0.399963
0.699951
137
7.389648
242
10
null
1
2
<2 mo. follow-up
2
6,735
25.43199
0
female
0
98
1,088
ARF/MOSF w/Sepsis
ARF/MOSF
2
12
$11-$25k
0
277,810
175,246.125
201,567.375
42.25
white
27
45
0.880981
0.837891
1
0
0
no
0.8
0.7
no dnr
98
48
3.899902
115
12
35.59375
388
2.599609
1.5
9.798828
126
7.449219
205
56
0
null
0
adl>=4 (>=5 if sur)
0
6,736
50.19598
1
male
1
13
13
ARF/MOSF w/Sepsis
ARF/MOSF
2
9
under $11k
0
41,359
25,705.0625
31,246.625
35.5
white
42.398438
83
0.48999
0.371948
1
0
0
no
0.4
0.35
dnr after sadm
4
83
7.799805
74
24
36.79688
null
3
0.599976
0.799927
141
null
106
11
null
null
0
<2 mo. follow-up
0
6,737
77.21295
1
male
0
5
434
CHF
COPD/CHF/Cirrhosis
2
null
under $11k
0
4,117
2,907.9648
2,851.25977
12
white
16.898438
34
0.858887
0.767944
1
0
0
no
0.7
0.6
no dnr
5
121
14.599609
74
20
36.09375
null
3.599609
0.399963
0.699951
140
null
73
7
2,310
0
0
no(M2 and SIP pres)
0
6,738
72.20795
1
female
1
6
6
Coma
Coma
1
14
under $11k
100
5,676
3,781.8262
4,726.1875
19
white
26.199219
57
0.097992
0.058998
1
1
0
no
0.05
0.05
dnr after sadm
1
122
26.5
125
8
38.09375
304
null
15.199219
8.599609
139
7.359375
166
78
0
null
0
<2 mo. follow-up
0
6,739
79.10699
1
male
0
6
403
CHF
COPD/CHF/Cirrhosis
2
8
null
0
6,479
4,432.9688
5,499.58984
12
white
20.296875
31
0.812988
0.695923
1
0
0
no
0.9
0.7
no dnr
6
68
21.699219
145
25
35.5
445
1.899902
0.799927
3.799805
135
7.229492
151
54
1,850
0
0
no(M2 and SIP pres)
0
6,740
61.78198
0
male
0
18
1,085
ARF/MOSF w/Sepsis
ARF/MOSF
3
null
null
0
30,163
17,284.2656
20,559.4062
23.333328
white
40.398438
53
0.404968
0.28595
4
1
0
no
0.05
0.01
dnr after sadm
1
63
10.599609
71
28
36
195
null
1.199951
1.899902
147
7.379883
106
41
1,020
1
null
null
1.166748
6,741
51.34299
1
male
0
9
493
COPD
COPD/CHF/Cirrhosis
1
0
under $11k
0
10,785
6,678.9844
7,258.19922
12.5
white
27.597656
22
0.845947
0.746948
1
0
0
no
0.75
0.5
no dnr
9
127
19.796875
120
10
37.79688
171.40625
null
0.599976
1.199951
144
7.319336
260
35
1,720
0
null
SIP>=30
0.494751
6,742
79.93994
1
male
1
10
10
ARF/MOSF w/Sepsis
ARF/MOSF
5
12
null
0
34,382
21,277.8281
24,930.6719
48.5
white
36.59375
69
0.363953
0.246979
1
0
1
yes
0.4
0.2
dnr after sadm
7
55
14.398438
60
34
38.79688
237.125
2
null
1.099854
130
7.379883
251
17
480
null
7
<2 mo. follow-up
7
6,743
54.853
1
female
1
14
14
MOSF w/Malig
ARF/MOSF
4
12
>$50k
0
53,156
32,901.25
43,947.2188
49
white
28
46
0.549927
0.435974
1
0
0
metastatic
0.4
0.4
dnr after sadm
11
113
20.699219
75
11
38.79688
290
null
null
6.5
132
7.389648
85
44
230
null
2
<2 mo. follow-up
2
6,744
58.349
0
female
0
9
1,080
CHF
COPD/CHF/Cirrhosis
4
9
under $11k
0
7,481
5,456.5703
6,411.69922
11.5
white
16.898438
21
0.904907
0.839966
1
1
0
no
0.9
0.7
no dnr
9
102
11.099609
125
52
39.59375
152
null
0.699951
0.699951
131
7.419922
178
31
770
2
1
no(M2 and SIP pres)
1
6,745
34.44199
0
male
0
20
1,079
ARF/MOSF w/Sepsis
ARF/MOSF
1
15
null
9
38,032
20,595.1406
26,019.5156
32.333313
white
24.898438
26
0.86499
0.817993
1
0
0
no
1
1
no dnr
20
65
8.699219
95
29
38.39844
159.15625
null
null
3.5
136
7.30957
151
77
1,920
null
0
adl>=4 (>=5 if sur)
0
6,746
60.64899
1
female
0
7
92
COPD
COPD/CHF/Cirrhosis
4
8
$11-$25k
0
6,610
4,424.2109
4,562.78906
3
white
17.398438
21
0.878906
0.797974
1
1
0
yes
0.9
0.8
no dnr
7
0
12.199219
0
0
36.09375
157
null
null
0.899902
143
7.239258
141
15
3,040
4
null
no(M2 and SIP pres)
3.183106
6,747
73.98199
1
male
1
4
4
COPD
COPD/CHF/Cirrhosis
3
null
under $11k
41
9,644
6,020.7266
6,879.83984
66
white
59.898438
85
0
0
1
0
0
no
null
null
dnr after sadm
3
53
21.296875
110
36
36.19531
205
null
null
2.199707
139
7.349609
144
35
425
null
null
<2 mo. follow-up
3.58252
6,748
43.98898
0
male
0
14
1,079
Cirrhosis
COPD/CHF/Cirrhosis
3
14
under $11k
0
15,008
10,454.0859
12,681.0234
10
white
27.097656
32
0.771973
0.636963
1
0
0
no
0.8
0.75
no dnr
14
102
6.5
70
12
38.09375
266.625
null
null
0.599976
135
7.459961
103
7
5,570
3
null
no(M2 and SIP pres)
2.510742
6,749
34.56799
0
female
0
19
1,077
ARF/MOSF w/Sepsis
ARF/MOSF
0
0
null
0
57,730
36,738.7188
40,708.375
33.666657
white
14.898438
17
0.934937
0.910889
4
0
0
no
0.8
0.8
no dnr
19
113
18.398438
105
35
38.59375
177.5
3.099609
1.5
0.599976
138
7.419922
86
48
3,700
null
2
no(M2 and SIP pres)
2
6,750
73.08997
1
female
1
5
5
MOSF w/Malig
ARF/MOSF
0
12
$11-$25k
0
26,275
16,161.6875
22,394.9062
55
white
35.398438
83
0.385986
0.267944
1
0
0
yes
0.5
0.5
dnr after sadm
5
62
6.799805
65
10
35
596
2.899902
1.299805
0.599976
135
7.389648
183
12
713
null
null
<2 mo. follow-up
2.230469
6,751
63.51297
1
male
1
25
25
ARF/MOSF w/Sepsis
ARF/MOSF
3
11
under $11k
0
73,398
39,047.5625
47,272.9375
38.75
white
21.898438
36
0.838989
0.784912
1
0
0
no
0.5
0.2
dnr after sadm
25
115
11
65
48
38.5
170
null
0.5
0.799927
131
7.40918
144
16
6,820
null
0
<2 mo. follow-up
0
6,752
51.431
1
male
1
11
11
ARF/MOSF w/Sepsis
ARF/MOSF
1
9
$25-$50k
9
42,284
26,786.9375
36,208.5938
58
white
31.898438
52
0.699951
0.609985
1
0
0
no
0.2
0.1
dnr after sadm
11
113
7.599609
95
16
36.29688
null
null
1.699951
0.599976
130
null
193
25
null
null
0
<2 mo. follow-up
0
6,753
59.34598
0
female
0
11
1,076
CHF
COPD/CHF/Cirrhosis
2
11
$11-$25k
0
12,036
7,768.1016
8,758.36719
19.5
white
22.898438
36
0.846924
0.747925
1
1
0
no
0.8
0.75
no dnr
11
131
8.699219
55
20
36.19531
253.03125
null
null
2.799805
144
7.389648
84
49
800
0
0
no(M2 and SIP pres)
0
6,754
78.448
1
male
1
5
5
MOSF w/Malig
ARF/MOSF
2
12
null
26
4,403
2,999.4981
3,697.06836
17
white
27.597656
44
0.383972
0.264954
1
0
0
metastatic
0
0
dnr before sadm
-1
96
5.399414
126
24
38.29688
266.625
3.199707
null
1.199951
142
7.439453
90
44
1,350
null
null
<2 mo. follow-up
4.75293
6,755
52.189
1
male
0
3
284
Lung Cancer
Cancer
1
5
$25-$50k
0
3,155
2,068.5938
2,488.80859
8
white
14.599609
3
0.776978
0.535889
1
0
0
metastatic
1
0.6
no dnr
3
74
7.699219
72
20
38.5
null
null
null
0.799927
130
null
103
12
1,550
2
1
no(M2 and SIP pres)
1
6,756
66.62
1
female
0
3
217
CHF
COPD/CHF/Cirrhosis
3
9
under $11k
0
2,313
1,624.4463
1,960.05957
null
white
16.796875
36
0.887939
0.812988
1
1
0
no
null
null
no dnr
3
115
11.798828
60
10
36.59375
215
3.099609
null
0.699951
132
7.449219
189
16
5,230
0
1
no(M2 and SIP pres)
1
6,757
53.43698
1
male
0
4
295
CHF
COPD/CHF/Cirrhosis
5
10
under $11k
0
4,110
2,725.1269
2,844.35938
8
white
18.796875
21
0.900879
0.832886
1
1
0
no
0.9
0.8
no dnr
4
107
8.798828
115
22
37.89844
218.5
null
null
0.599976
128
7.399414
116
4
2,275
0
null
no(M2 and SIP pres)
0.494751
6,758
75.01697
0
female
0
18
1,074
ARF/MOSF w/Sepsis
ARF/MOSF
4
7
under $11k
0
27,437
18,642.6875
21,513.1875
24.666656
white
30.898438
42
0.633911
0.531982
1
0
0
no
0.8
0.6
no dnr
18
72
0.099991
145
36
35.59375
250
null
0.399963
1.199951
136
7.439453
185
61
3,070
3
3
no(M2 and SIP pres)
3
6,759
37.34998
0
male
0
68
1,073
ARF/MOSF w/Sepsis
ARF/MOSF
1
null
null
0
205,034
133,860.375
153,891.25
49.75
white
29
42
0.814941
0.75293
2
1
0
no
null
null
no dnr
68
62
14.199219
120
34
38.29688
240
null
null
2.299805
144
7.419922
308
83
4,245
null
null
null
3.105957
6,760
63.439
0
female
0
12
1,073
ARF/MOSF w/Sepsis
ARF/MOSF
1
11
$11-$25k
0
23,836
16,231.2422
18,787.2188
27.5
white
36.796875
76
0.510986
0.393982
3
0
0
no
0.2
0.15
dnr after sadm
1
78
4.799805
80
6
36.39844
306.625
null
1.199951
0.599976
141
7.439453
148
7
6,310
0
1
SIP>=30
1
6,761
69.32794
1
female
0
3
411
Lung Cancer
Cancer
1
11
under $11k
0
4,540
3,229.625
3,698.38867
null
white
13.298828
14
0.765991
0.516968
1
0
0
metastatic
0.99
0.95
no dnr
3
63
7.099609
75
28
36.09375
null
3.699707
1
3.199707
143
null
84
75
2,400
1
2
no(M2 and SIP pres)
2
6,762
59.86298
1
female
1
11
11
MOSF w/Malig
ARF/MOSF
2
10
$25-$50k
9
37,759
23,176.9375
29,808.2188
51
white
46.296875
93
0.044998
0.014
1
0
0
metastatic
0.15
0.1
no dnr
11
105
4.899414
140
40
38.19531
176.65625
null
7.5
0.599976
135
7.489258
115
11
2,860
null
4
<2 mo. follow-up
4
6,763
77.45697
1
male
1
27
27
ARF/MOSF w/Sepsis
ARF/MOSF
1
10
$11-$25k
0
91,649
56,680.8438
64,669.3125
44.25
white
35
77
0.487976
0.369995
2
0
0
no
0.5
0.5
no dnr
27
77
5.399414
59
20
35.89844
null
null
0.599976
1.099854
138
null
80
15
null
null
0
<2 mo. follow-up
0
6,764
66.73798
1
male
0
10
397
CHF
COPD/CHF/Cirrhosis
2
10
$11-$25k
0
9,034
6,444.5742
7,167.75781
19
white
24.796875
47
0.795898
0.671997
1
0
0
no
0.5
0.2
no dnr
10
130
13.099609
65
10
36.5
356.625
null
0.599976
1.299805
138
7.339844
256
11
null
0
0
no(M2 and SIP pres)
0
6,765
35.35699
1
male
0
17
490
MOSF w/Malig
ARF/MOSF
2
12
>$50k
0
58,401
38,772.9062
48,513.0938
24
white
29.296875
35
0.519897
0.403992
16
0
0
yes
1
0.8
no dnr
17
97
4.799805
52
16
37.79688
null
null
0.599976
1.399902
139
null
103
19
3,120
0
0
no(M2 and SIP pres)
0
6,766
40.94498
1
male
0
13
77
Lung Cancer
Cancer
2
12
$11-$25k
0
15,632
10,662.7188
13,903.7266
14
black
33.195313
20
0.360962
0.079987
1
0
0
metastatic
1
0.6
no dnr
13
79
14.298828
140
24
36.19531
357.125
2.599609
0.799927
1.899902
135
7.439453
182
24
1,700
1
0
no(M2 and SIP pres)
0
6,767
81.38495
1
male
0
4
283
COPD
COPD/CHF/Cirrhosis
2
8
under $11k
0
3,165
2,084.1113
2,268.95898
9
white
19.597656
25
0.779907
0.647949
1
1
0
no
0.75
0.7
no dnr
4
65
null
105
10
37.59375
145
1.599854
null
3.199707
138
7.439453
99
39
1,105
0
null
no(M2 and SIP pres)
0.494751
6,768
80.21899
1
male
0
26
28
Cirrhosis
COPD/CHF/Cirrhosis
3
8
under $11k
9
85,205
56,216.3125
66,549.5625
40
hispanic
35
57
0.110992
0.021999
10
1
0
no
null
null
dnr after sadm
13
62
5.799805
115
31
37.69531
142.5
2.099609
0.799927
0.699951
136
7.479492
115
11
3,090
null
0
<2 mo. follow-up
0
6,769
64.13995
1
male
0
31
435
ARF/MOSF w/Sepsis
ARF/MOSF
4
10
$25-$50k
9
73,708
50,837.7188
55,910.75
20
white
29.5
48
0.60498
0.497986
11
1
0
no
0.75
0.5
no dnr
31
52
6.299805
125
24
36.19531
null
null
1.599854
1.399902
133
null
100
15
3,540
0
0
SIP>=30
0
6,770
41.383
1
male
0
7
519
ARF/MOSF w/Sepsis
ARF/MOSF
2
12
under $11k
0
17,069
10,756.2969
11,814.9844
15.5
white
20.796875
22
0.892944
0.85498
2
0
0
no
1
1
no dnr
7
103
5.699219
120
24
36.59375
null
3.799805
0.399963
0.799927
135
null
120
4
925
5
4
SIP>=30
4
6,771
66.28595
1
male
1
8
8
Coma
Coma
3
18
under $11k
0
25,847
16,392.5469
18,955.9375
34.5
white
31.398438
55
0.430969
0.357971
4
1
0
no
0.05
0.05
dnr after sadm
5
127
20.199219
96
20
36.59375
428
null
null
3.599609
132
7.239258
132
87
null
null
0
<2 mo. follow-up
0
6,772
54.12198
1
male
0
11
278
Cirrhosis
COPD/CHF/Cirrhosis
4
12
under $11k
0
11,246
8,049.043
9,389.75781
5
white
20.5
36
0.813965
0.698975
1
1
0
no
0.9
0.8
no dnr
11
83
4.599609
72
16
36.79688
null
3.899902
0.799927
1
137
null
113
9
6,000
0
null
no(M2 and SIP pres)
0.494751
6,773
60.69299
0
female
0
17
1,062
MOSF w/Malig
ARF/MOSF
3
13
$11-$25k
100
35,867
25,898.4531
31,090.9219
18
black
16.097656
21
0.246979
0.143982
21
0
0
metastatic
0.2
0.1
dnr after sadm
5
0
10.199219
70
22
36.59375
142
null
0.799927
2.099609
133
7.40918
98
38
2,170
null
7
adl>=4 (>=5 if sur)
7
6,774
73.76599
1
male
1
17
17
Cirrhosis
COPD/CHF/Cirrhosis
2
8
under $11k
44
132,628
85,909.3125
101,108.5
48.666657
white
35.5
49
0.014
0.001
24
0
0
yes
0.8
0.6
dnr after sadm
9
137
14.798828
59
12
36.29688
145
null
null
0.799927
123
7.479492
157
29
1,845
null
0
<2 mo. follow-up
0
6,775
51.52399
0
female
0
13
1,060
COPD
COPD/CHF/Cirrhosis
3
8
under $11k
0
18,329
12,042.0703
14,566.8984
14
white
17
20
0.912964
0.852905
1
0
0
yes
1
1
no dnr
13
68
6.099609
115
20
37.79688
324
null
0.799927
0.699951
137
7.439453
132
6
2,450
4
4
SIP>=30
4
6,776
74.51099
1
male
0
6
18
Colon Cancer
Cancer
3
6
under $11k
0
7,807
5,308.9805
5,546.04688
17
white
28
34
0.576904
0.255981
1
0
0
metastatic
0.5
0.3
dnr after sadm
1
110
6.899414
100
24
37.5
null
null
0.699951
0.699951
138
null
105
14
6,500
5
4
<2 mo. follow-up
4
6,777
52.58899
0
male
0
11
1,060
ARF/MOSF w/Sepsis
ARF/MOSF
0
18
>$50k
0
50,177
28,641.6406
33,983.2812
35
white
22.796875
22
0.809937
0.745972
16
0
0
no
0.9
0.85
no dnr
11
62
21.199219
70
27
36.39844
132
null
0.5
0.799927
145
7.5
228
27
1,180
1
0
no(M2 and SIP pres)
0
6,778
70.21997
0
male
0
5
1,059
COPD
COPD/CHF/Cirrhosis
2
8
under $11k
0
5,102
3,456.8359
4,135.29688
17
black
9.699219
16
0.92688
0.875977
1
0
0
no
0.98
0.98
no dnr
5
68
6.199219
125
30
36.59375
122.21875
null
null
3
136
7.319336
118
57
1,525
0
null
null
0.494751
6,779
74.19598
0
male
0
21
1,057
ARF/MOSF w/Sepsis
ARF/MOSF
1
9
under $11k
0
62,839
35,514.8438
42,219.5312
18.666656
white
15.298828
17
0.865967
0.81897
3
1
0
no
0.85
0.75
no dnr
21
82
8.798828
96
24
37.19531
314.25
4
0.599976
1.199951
141
7.479492
95
9
null
0
0
no(M2 and SIP pres)
0
6,780
45.60699
0
male
0
34
1,057
ARF/MOSF w/Sepsis
ARF/MOSF
0
11
under $11k
26
41,640
29,972.3125
32,769.6562
23.75
black
23.5
50
0.813965
0.751953
1
0
0
no
0.8
0.8
no dnr
34
80
null
104
20
36.5
260
null
0.799927
1.099854
143
7.469727
143
16
987
5
5
SIP>=30
5
6,781
82.85797
1
female
1
11
11
CHF
COPD/CHF/Cirrhosis
6
8
under $11k
0
10,010
7,016.332
7,759.61719
11
white
21.699219
38
0.723999
0.56897
1
0
0
yes
0.85
0.6
no dnr
11
99
8.199219
114
20
35.79688
null
2.799805
1.099854
4.099609
136
null
83
62
850
null
2
<2 mo. follow-up
2
6,782
69.83398
1
female
1
15
15
ARF/MOSF w/Sepsis
ARF/MOSF
4
14
$25-$50k
55
54,848
35,273.5625
40,951.875
49.666657
white
30.199219
62
0.350952
0.233978
5
0
0
no
0.2
0
dnr after sadm
12
127
13.798828
150
12
38.79688
133.3125
2.399902
1
1.299805
146
7.369141
148
20
2,645
null
3
<2 mo. follow-up
3
6,783
60.98297
1
female
0
14
97
Colon Cancer
Cancer
1
10
null
0
14,493
10,190.1797
13,020.5078
16.666656
white
26.199219
26
0.664917
0.362976
1
0
0
metastatic
0.6
0.4
no dnr
14
132
16.097656
118
34
38.5
63.32812
2.5
6.199219
3.5
136
7.549805
251
36
218
3
0
SIP>=30
0
6,784
48.08197
1
male
0
5
147
MOSF w/Malig
ARF/MOSF
1
18
>$50k
0
6,724
4,564.9688
5,882.49609
24
white
25.097656
30
0.697998
0.60791
1
0
0
yes
0.8
0.6
no dnr
5
108
null
70
20
35.59375
448
3.899902
0.5
3.199707
138
7.40918
99
64
850
0
0
no(M2 and SIP pres)
0
6,785
59.81097
1
male
1
9
9
Coma
Coma
3
4
under $11k
26
78,194
48,746.3438
56,834.1562
57
hispanic
36
68
0.169983
0.11499
21
1
0
no
0.25
0.1
no dnr
9
105
20.097656
114
12
40.59375
415
4.299805
0.599976
2
147
7.639648
402
56
1,350
null
0
<2 mo. follow-up
0
6,786
28.112
0
male
0
14
1,055
ARF/MOSF w/Sepsis
ARF/MOSF
0
12
$11-$25k
100
24,992
16,218.3984
18,223.0469
15.666664
white
22.296875
21
0.680908
0.587891
1
0
0
no
0.95
1
no dnr
14
72
4.799805
79
20
35.59375
null
null
0.5
2.299805
137
null
99
45
3,535
null
1
SIP>=30
1
6,787
64.85999
0
male
0
40
1,055
ARF/MOSF w/Sepsis
ARF/MOSF
0
12
$11-$25k
44
110,427
72,151
83,565.1875
51.5
white
21.597656
37
0.675903
0.581909
4
0
0
no
0.8
0.8
no dnr
40
71
11.099609
106
6
36.19531
140
null
null
2.299805
121
7.419922
611
50
1,175
null
1
no(M2 and SIP pres)
1
6,788
55.38098
1
female
0
6
106
COPD
COPD/CHF/Cirrhosis
3
10
under $11k
0
6,525
4,105.5742
4,464.85938
11
white
22.5
32
0.879883
0.800903
1
1
0
no
0.7
0.4
no dnr
6
92
10.699219
114
22
37.09375
134.6875
3.399902
0.199982
0.899902
137
7.299805
152
35
null
0
0
adl>=4 (>=5 if sur)
0
6,789
62.327
1
male
0
7
75
COPD
COPD/CHF/Cirrhosis
6
8
under $11k
0
9,241
5,891.6875
6,155.33984
14
white
22.296875
47
0.815918
0.700928
1
0
0
yes
0.9
0.8
dnr after sadm
2
48
13.699219
147
28
38
240
1.699951
0.599976
5.199219
151
7.349609
104
102
2,010
0
1
no(M2 and SIP pres)
1
6,790
59.03598
1
male
0
7
204
Lung Cancer
Cancer
2
9
under $11k
0
5,416
4,056.1523
4,298.13672
7.5
black
21.097656
36
0.635986
0.325989
1
0
0
metastatic
0.6
0.5
no dnr
7
69
24.097656
129
22
38.09375
115
2.899902
1.799805
1.199951
145
7.5
365
42
3,327
2
4
SIP>=30
4
6,791
84.53699
1
female
0
14
79
ARF/MOSF w/Sepsis
ARF/MOSF
1
5
null
44
12,444
8,894.4688
10,864.3828
9.333328
white
30.5
53
0.369995
0.251953
1
0
1
no
0
0
dnr after sadm
1
103
8.798828
80
20
36.19531
null
null
0.399963
1.299805
131
null
300
28
null
null
7
adl>=4 (>=5 if sur)
7
6,792
44.931
1
male
1
5
5
ARF/MOSF w/Sepsis
ARF/MOSF
3
11
under $11k
0
37,033
25,186.625
31,456.5469
46
hispanic
37.796875
82
0.448975
0.329956
22
1
0
yes
null
null
no dnr
5
60
13.199219
61
28
36.19531
195
2.599609
1.099854
0.5
134
7.359375
94
16
1,490
0
2
<2 mo. follow-up
2
6,793
72.02496
1
female
0
49
735
ARF/MOSF w/Sepsis
ARF/MOSF
2
12
under $11k
0
112,799
74,849.375
85,010.1875
34.25
white
16.097656
22
0.817993
0.756958
5
0
0
yes
null
null
no dnr
49
105
24.5
114
24
36.39844
214.8125
4.299805
0.699951
0.799927
138
7.429688
348
19
2,300
null
null
adl>=4 (>=5 if sur)
2.364746
6,794
50.461
1
female
0
10
730
ARF/MOSF w/Sepsis
ARF/MOSF
2
6
under $11k
0
26,216
17,106.7031
19,763.375
31
hispanic
25.296875
39
0.79895
0.73291
6
1
0
no
null
null
no dnr
10
24
17.5
0
34
38.39844
77
3.099609
0.799927
2
132
7.359375
199
33
129
null
null
no(M2 and SIP pres)
3.335938
6,795
62.724
1
female
0
14
117
MOSF w/Malig
ARF/MOSF
1
14
under $11k
0
19,549
12,885.7266
15,295.1328
22.666656
black
30.199219
54
0.554932
0.442993
1
0
0
yes
0.95
0.8
no dnr
14
71
13.199219
79
20
36.79688
null
2.5
22
0.699951
132
null
339
5
null
2
0
no(M2 and SIP pres)
0
6,796
30.24199
0
male
0
21
1,043
ARF/MOSF w/Sepsis
ARF/MOSF
2
12
under $11k
9
41,209
26,259.5
30,153.75
39.666657
black
35.195313
41
0.733887
0.651978
1
0
0
no
0.5
0.5
no dnr
21
70
7.199219
67
10
38.89844
222.5
2.299805
1
1.199951
133
7.419922
115
10
3,270
null
7
adl>=4 (>=5 if sur)
7
6,797
74.47797
1
female
0
24
271
ARF/MOSF w/Sepsis
ARF/MOSF
0
12
under $11k
9
31,667
21,269.9531
25,303
29.333328
white
33.398438
54
0.532959
0.417969
1
0
0
no
0.25
0.2
dnr before sadm
0
147
63.796875
157
34
40.19531
94
2.399902
1.299805
0.599976
134
7.369141
184
23
1,870
null
7
adl>=4 (>=5 if sur)
7
6,798
63.56198
1
female
0
14
546
MOSF w/Malig
ARF/MOSF
1
16
$11-$25k
0
13,988
10,064.0312
12,720.2656
12
white
22.597656
10
0.666992
0.570923
1
0
0
metastatic
0.85
0.6
no dnr
14
61
19.5
118
29
38
206.65625
3.599609
0.599976
1.199951
137
7.449219
89
18
560
7
6
SIP>=30
6
6,799
50.05099
1
male
1
56
56
MOSF w/Malig
ARF/MOSF
2
12
$11-$25k
0
120,445
81,407.6875
96,743.5
35.5
white
30.898438
48
0.454956
0.335999
12
0
0
yes
0.75
0.6
dnr after sadm
25
105
8.099609
122
30
36.89844
132.5
3
13.398438
1.099854
137
7.339844
109
42
2,155
0
0
<2 mo. follow-up
0
6,800
70.60596
1
female
0
100
130
ARF/MOSF w/Sepsis
ARF/MOSF
1
15
under $11k
9
148,396
98,204.875
117,362.125
38
black
32.898438
79
0.546997
0.43396
2
1
0
no
0.3
0.3
dnr after sadm
11
105
8.398438
118
16
35.59375
273.3125
3.299805
1.199951
1
135
7.459961
214
32
2,935
null
7
adl>=4 (>=5 if sur)
7