Split (1)

train · 9.11k rows

age float64 18 102	sex stringclasses 2 values	hospdead int64 0 1	slos int64 3 343	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	event_times int64 3 2.03k	event_indicators int64 0 1
78.89697	female	0	9	CHF	COPD/CHF/Cirrhosis	2	11	under $11k	0	21,818	12,756.3516	13,824	13	white	15.599609	16	0.86792	0.781982	1	0	0	no	null	null	no dnr	9	66	7	110	32	36.69531	226.0625	3.199707	null	0.5	138	7.379883	260	8	4,525	0	0	no(M2 and SIP pres)	0	670	0
40.80798	male	1	7	ARF/MOSF w/Sepsis	ARF/MOSF	1	12	under $11k	0	60,445	34,727.7812	36,611	53	white	26.699219	44	0.834961	0.777954	2	0	0	no	null	null	no dnr	7	122	9.798828	55	14	39.5	151.40625	3	1.199951	0.799927	140	7.5	291	13	2,505	null	0	<2 mo. follow-up	0	7	1
72.02997	male	1	28	ARF/MOSF w/Sepsis	ARF/MOSF	0	3	under $11k	0	109,406	66,974.1875	64,869	40.75	black	39.59375	86	0.417969	0.29895	1	0	0	no	0.5	0.4	dnr after sadm	28	63	11	74	42	38.59375	374.9375	2.5	0.299988	4.699219	145	7.40918	87	113	847	null	0	<2 mo. follow-up	0	28	1
60.90298	male	0	76	ARF/MOSF w/Sepsis	ARF/MOSF	1	8	$11-$25k	0	275,754	160,613.25	191,746	42	white	29.597656	48	0.623901	0.519897	4	0	0	yes	null	null	no dnr	76	103	10.099609	55	10	35.39844	null	null	0.899902	0.799927	136	null	152	14	null	null	0	null	0	253	1
46.38998	female	0	19	ARF/MOSF w/Sepsis	ARF/MOSF	1	null	under $11k	41	60,434	35,845.125	34,689	31	black	28.097656	46	0.687988	0.595947	1	1	0	no	0.8	0.7	no dnr	19	108	8.699219	110	36	36.19531	55	null	11	1.199951	148	7.479492	93	31	6,590	null	6	SIP>=30	6	667	0
75.034	female	0	16	ARF/MOSF w/Sepsis	ARF/MOSF	0	7	under $11k	0	33,122	21,182.2344	22,587	15.666664	white	21.898438	39	0.803955	0.738892	1	0	0	no	0.85	0.75	no dnr	16	62	5.199219	130	52	32.09375	144	2.699707	5.899414	1.699951	137	7.369141	42	74	1,145	null	1	no(M2 and SIP pres)	1	668	0
63.17297	female	0	6	Colon Cancer	Cancer	1	16	>$50k	0	10,983	6,165.0703	4,119	16	white	7.199219	9	0.914917	0.80188	1	0	0	metastatic	0.8	0.6	no dnr	6	105	19.398438	75	28	36	170	null	0.799927	1.399902	148	7.40918	283	64	1,470	0	null	no(M2 and SIP pres)	0.494751	375	1
65.89697	female	1	5	ARF/MOSF w/Sepsis	ARF/MOSF	3	7	under $11k	9	58,303	34,019	31,352	33	white	34.09375	68	0.472961	0.353943	10	1	0	no	0.2	0.2	dnr after sadm	5	107	5.199219	108	20	36.5	257.125	3.799805	0.5	1.199951	128	7.469727	105	33	1,025	null	6	<2 mo. follow-up	6	5	1
74.81494	male	0	6	Colon Cancer	Cancer	1	8	under $11k	0	8,861	4,987.0117	3,160	12	white	13.5	9	0.843994	0.656982	1	0	0	metastatic	0.8	0.5	no dnr	6	73	4.799805	75	20	36.29688	257.125	3.399902	0.399963	1.099854	138	7.429688	99	13	2,225	0	0	no(M2 and SIP pres)	0	347	1
60.41599	female	0	37	ARF/MOSF w/Sepsis	ARF/MOSF	0	12	$11-$25k	9	105,918	66,441.9375	62,850	29	white	27.796875	32	0.737915	0.655884	1	0	0	no	0.6	0.6	no dnr	37	127	15.099609	125	32	38.39844	204.0625	null	null	1.299805	145	7.459961	191	19	900	null	7	no(M2 and SIP pres)	7	665	0
55.84399	male	0	27	ARF/MOSF w/Sepsis	ARF/MOSF	1	5	under $11k	9	40,892	27,040.8281	25,830	12.5	black	19.097656	46	0.862915	0.814941	2	0	0	no	0.8	0.7	no dnr	27	100	8.398438	72	32	38.39844	292	3.299805	0.399963	0.899902	133	7.469727	93	23	null	0	null	null	0.494751	665	0
43.05798	male	0	4	Lung Cancer	Cancer	1	12	$25-$50k	0	9,909	5,033.582	3,959	12	white	20.398438	14	0.692993	0.401978	1	0	0	metastatic	0.8	0.6	no dnr	4	105	11.898438	55	12	36.79688	118.45312	3.199707	0.599976	0.899902	142	7.449219	133	30	3,840	0	0	no(M2 and SIP pres)	0	250	1
55.26099	male	1	7	MOSF w/Malig	ARF/MOSF	1	12	$11-$25k	0	24,646	14,752.6719	12,783	21.5	white	22.296875	38	0.684937	0.591919	1	0	0	metastatic	0.2	0.1	dnr after sadm	6	58	18.796875	55	24	38.29688	169.375	1.599854	0.399963	1	131	7.369141	177	21	1,520	null	6	<2 mo. follow-up	6	7	1
57.06998	male	1	35	MOSF w/Malig	ARF/MOSF	1	14	>$50k	41	157,909	92,457.75	87,630	43.75	white	33.796875	56	0.089996	0.035995	14	0	0	metastatic	0.4	0.2	dnr after sadm	16	70	14.599609	96	22	35.59375	252.15625	null	null	0.799927	125	7.419922	209	11	2,100	null	0	<2 mo. follow-up	0	35	1
60.32898	male	0	15	ARF/MOSF w/Sepsis	ARF/MOSF	1	24	null	0	49,023	29,819.8281	30,906	29.666656	white	35.296875	41	0.612915	0.506958	1	0	0	no	null	null	no dnr	15	113	3.699707	100	12	36.59375	null	2.899902	null	0.899902	134	null	209	9	2,970	null	0	no(M2 and SIP pres)	0	663	0
75.32098	female	1	19	Coma	Coma	2	null	under $11k	41	71,949	null	null	33.666657	black	21	30	0.490967	0.418945	1	0	0	no	0.8	0.75	dnr after sadm	12	113	7	80	20	38.19531	null	2.799805	1.199951	1.199951	134	null	117	28	900	null	2	<2 mo. follow-up	2	19	1
66.935	male	0	38	MOSF w/Malig	ARF/MOSF	1	null	null	9	70,401	42,746.9688	42,579	17.25	white	26.796875	54	0.415955	0.296997	10	0	0	metastatic	0.5	0.3	dnr after sadm	12	77	3.599609	75	24	35.59375	360	3.199707	2.199707	3.799805	135	7.369141	161	101	780	null	null	null	3.121582	200	1
53.577	female	0	58	Coma	Coma	4	12	null	37	123,391	72,837.125	80,034	26	black	21.398438	26	0.599976	0.535889	14	1	0	no	0.6	0.5	no dnr	58	118	12.699219	125	24	36.89844	203.3125	null	0.5	0.599976	138	7.459961	203	37	2,535	null	4	adl>=4 (>=5 if sur)	4	661	0
64.86798	male	0	4	COPD	COPD/CHF/Cirrhosis	3	12	$11-$25k	0	8,329	5,168.0312	4,771	7	white	16	17	0.875	0.792969	1	1	0	yes	null	null	no dnr	4	75	24.5	80	24	38	293.3125	2.5	0.799927	1.699951	133	7.379883	10	192	null	null	0	no(M2 and SIP pres)	0	140	1
78.54596	female	1	7	Coma	Coma	2	8	under $11k	61	32,912	null	null	26.5	black	40.59375	63	0	0	12	1	0	yes	0.01	0	dnr after sadm	5	118	19	125	46	38.79688	240	null	1.199951	0.5	143	7.429688	212	3	4,445	null	6	<2 mo. follow-up	6	7	1
66.57098	male	1	6	ARF/MOSF w/Sepsis	ARF/MOSF	1	12	under $11k	100	61,060	35,093.3125	36,950	41	white	28	61	0.201996	0.108994	6	1	0	no	0	0	dnr after sadm	4	103	7.399414	85	22	36.89844	null	null	0.399963	1.299805	140	null	95	24	null	null	null	<2 mo. follow-up	3.190918	6	1
49.52798	female	0	11	ARF/MOSF w/Sepsis	ARF/MOSF	1	16	under $11k	0	66,030	37,520.5625	38,252	32	white	23.5	27	0.829956	0.771973	5	0	0	no	0.9	0.6	no dnr	11	78	12.699219	115	42	38.69531	236.65625	3	3.899902	3.299805	148	7.419922	174	96	1,000	null	0	no(M2 and SIP pres)	0	659	0
70.32196	male	0	15	ARF/MOSF w/Sepsis	ARF/MOSF	3	4	under $11k	0	53,749	29,518.1562	27,179	29.666656	white	53	78	0.017998	0.004	6	1	0	yes	0.5	0.2	no dnr	15	30	7.799805	135	33	40.59375	305	null	null	5.799805	144	7.319336	90	54	140	null	0	no(M2 and SIP pres)	0	467	1
34.168	female	1	41	Coma	Coma	1	11	under $11k	44	63,687	39,086.125	42,579	23.5	black	14.5	16	0.855957	0.826904	3	0	0	no	null	null	dnr after sadm	34	100	11.599609	120	28	36.59375	null	2.699707	0.5	0.599976	141	null	61	17	null	null	0	<2 mo. follow-up	0	41	1
63.66599	male	0	32	Coma	Coma	1	14	null	44	56,792	36,616.5	39,677	20.25	black	19.796875	38	0.61792	0.554932	1	1	0	no	0.3	0.3	no dnr	32	38	71.890625	145	12	38.69531	104.28125	1.599854	0.299988	2.5	145	7.379883	85	28	1,110	null	0	adl>=4 (>=5 if sur)	0	415	1
59.29099	male	0	6	COPD	COPD/CHF/Cirrhosis	1	11	under $11k	0	4,828	3,260.1367	3,606	8	black	17.296875	24	0.907959	0.845947	1	0	0	no	0.9	0.8	no dnr	6	132	11.298828	155	10	36.29688	147.5	1.5	3.799805	2.399902	133	7.359375	60	31	1,120	0	null	no(M2 and SIP pres)	0.494751	659	0
62.29199	female	0	9	CHF	COPD/CHF/Cirrhosis	3	5	null	0	8,323	6,026.5977	6,719	15.5	black	15.5	40	0.907959	0.843994	1	1	0	no	null	null	no dnr	9	112	18.699219	95	26	38.39844	106.65625	null	null	3.099609	152	7.349609	362	86	1,790	1	4	no(M2 and SIP pres)	4	658	0
68.08197	female	1	8	ARF/MOSF w/Sepsis	ARF/MOSF	3	null	under $11k	61	57,265	32,837.0625	35,035	35.5	black	28.5	58	0.257996	0.152985	12	0	0	yes	0.3	0.25	dnr before sadm	-2	55	11.199219	75	40	36	189.78125	2.299805	null	1.5	135	7.489258	88	22	695	null	0	<2 mo. follow-up	0	8	1
73.71399	male	1	7	ARF/MOSF w/Sepsis	ARF/MOSF	1	12	$11-$25k	0	80,540	43,399.2812	47,371	46	white	35.296875	60	0.398987	0.279968	3	0	0	yes	0.1	0	no dnr	7	69	5.599609	76	14	35.59375	null	2.899902	0.5	0.599976	133	null	90	4	null	null	5	<2 mo. follow-up	5	7	1
48.25497	male	0	13	Colon Cancer	Cancer	1	16	null	0	23,651	13,812.6797	12,455	11.5	white	29.398438	19	0.631958	0.320984	1	0	0	metastatic	0.7	0.3	no dnr	13	48	8.298828	65	8	37.89844	247.5	2.399902	null	1.599854	138	7.459961	165	70	97.5	1	6	no(M2 and SIP pres)	6	395	1
37.20697	male	1	15	ARF/MOSF w/Sepsis	ARF/MOSF	3	9	null	41	111,985	null	null	43	black	24.199219	31	0.780884	0.709961	2	0	0	no	0.5	0.3	dnr after sadm	15	74	7.899414	74	20	37.69531	null	null	null	0.599976	134	null	80	4	null	null	1	<2 mo. follow-up	1	15	1
83.29895	female	0	24	CHF	COPD/CHF/Cirrhosis	2	8	under $11k	9	15,835	12,287.8438	12,138	5.666664	black	15.898438	23	0.833984	0.727905	1	0	1	no	0.8	0.6	no dnr	24	45	2.899902	125	26	38.09375	80	4.099609	25.296875	5.699219	146	7.239258	55	60	5	null	1	no(M2 and SIP pres)	1	146	1
70.95099	male	1	37	ARF/MOSF w/Sepsis	ARF/MOSF	0	12	null	44	76,564	45,860.5312	47,719	29.25	white	29.898438	52	0.480957	0.362976	1	0	0	no	0.2	0.5	dnr after sadm	13	62	10.099609	195	12	38.39844	131.09375	1.5	1.899902	2	138	7.379883	112	54	1,217	null	0	<2 mo. follow-up	0	37	1
79.78595	female	1	8	CHF	COPD/CHF/Cirrhosis	4	10	null	0	6,594	4,640.9648	5,491	24.5	white	20.296875	37	0.80896	0.690918	1	1	0	no	null	null	no dnr	8	115	13.099609	105	32	38.29688	284	null	null	0.699951	138	7.449219	94	6	3,020	0	0	<2 mo. follow-up	0	8	1
55.59998	male	0	11	ARF/MOSF w/Sepsis	ARF/MOSF	1	10	under $11k	9	36,284	null	null	26	white	14.798828	12	0.907959	0.875	1	0	0	no	0.75	0.6	no dnr	11	128	14.099609	75	12	37.69531	188.5625	3	0.599976	0.599976	143	7.419922	181	22	2,640	0	0	adl>=4 (>=5 if sur)	0	655	0
39.23099	female	0	37	ARF/MOSF w/Sepsis	ARF/MOSF	0	12	$11-$25k	9	159,687	95,423.4375	87,275	43	white	33.09375	88	0.73291	0.650879	1	0	0	no	null	null	no dnr	37	130	15.699219	55	40	37.5	371.375	null	null	1.5	137	7.429688	156	36	1,225	null	0	no(M2 and SIP pres)	0	655	0
35.32098	male	1	25	Coma	Coma	0	14	under $11k	55	192,755	null	null	34	black	23.699219	30	0.60498	0.540894	34	0	0	no	0.1	0	no dnr	25	153	13	110	24	35.09375	140.8125	3.899902	null	1.299805	136	7.40918	205	49	4,230	null	0	<2 mo. follow-up	0	25	1
66.81494	female	1	20	MOSF w/Malig	ARF/MOSF	1	14	null	0	65,242	38,550.9375	37,962	24	white	27.097656	58	0.540894	0.425964	9	0	0	yes	0.5	0.5	dnr after sadm	16	105	8.199219	65	14	35.09375	385.6875	null	0.399963	1.899902	139	7.489258	231	52	1,950	null	3	<2 mo. follow-up	3	20	1
58.85797	male	0	21	ARF/MOSF w/Sepsis	ARF/MOSF	1	12	under $11k	9	47,752	30,081.6094	32,939	14.333328	black	24.398438	36	0.747925	0.668945	8	1	0	no	0.7	0.7	no dnr	21	142	14.599609	135	10	38.69531	388	null	0.599976	0.699951	146	7.429688	108	5	3,100	null	7	adl>=4 (>=5 if sur)	7	90	1
47.65799	male	0	12	ARF/MOSF w/Sepsis	ARF/MOSF	0	8	$11-$25k	0	26,875	15,939.4609	16,254	16	black	28.597656	59	0.785889	0.715942	2	0	0	no	0.95	0.95	no dnr	12	118	5.199219	65	6	36.5	396	3.199707	0.5	0.699951	139	7.509766	132	null	2,675	0	0	no(M2 and SIP pres)	0	652	0
68.87897	male	0	21	CHF	COPD/CHF/Cirrhosis	3	12	$11-$25k	0	15,410	11,309.7656	11,194	6	white	16.097656	12	0.887939	0.813965	1	1	0	no	null	null	no dnr	21	72	6.099609	105	14	36.19531	290	null	1.099854	1.199951	135	7.449219	117	20	5,460	null	0	adl>=4 (>=5 if sur)	0	652	0
71.92096	female	0	26	ARF/MOSF w/Sepsis	ARF/MOSF	0	12	under $11k	9	99,233	57,108.9688	59,108	34.5	white	21.398438	45	0.782959	0.712891	2	0	0	no	0.5	0.4	no dnr	26	52	24	115	18	37.89844	98.32812	2	null	0.799927	133	7.399414	129	34	1,290	null	0	no(M2 and SIP pres)	0	652	0
77.18799	male	0	32	ARF/MOSF w/Sepsis	ARF/MOSF	0	12	under $11k	9	50,610	31,015.6094	32,517	19.75	black	19.699219	15	0.789917	0.721924	2	0	0	no	null	null	no dnr	32	70	12.199219	116	20	36.69531	null	null	null	0.899902	139	null	71	15	null	null	0	adl>=4 (>=5 if sur)	0	90	1
52.22998	male	0	23	ARF/MOSF w/Sepsis	ARF/MOSF	0	14	>$50k	0	48,448	27,241.3438	21,755	20.333328	white	22.796875	34	0.848999	0.795898	2	0	0	no	0.5	0.5	no dnr	23	143	7.199219	55	22	36.29688	226.0625	3.799805	0.5	0.799927	144	7.399414	122	23	null	7	7	adl>=4 (>=5 if sur)	7	650	0
72.909	male	1	7	Coma	Coma	2	3	under $11k	100	53,008	30,680.5156	31,262	34.5	white	27.699219	63	0.028	0.012999	11	1	0	no	0.05	0.05	dnr after sadm	4	117	2.399902	165	53	39.69531	132.5	3.099609	0.5	1.199951	133	7.359375	157	10	4,550	null	1	<2 mo. follow-up	1	7	1
72.96899	male	0	15	ARF/MOSF w/Sepsis	ARF/MOSF	2	14	$11-$25k	0	28,292	17,936.1094	17,885	9	white	25.5	33	0.725952	0.640991	3	1	0	no	0.6	0.6	no dnr	15	105	17.097656	120	30	39.19531	192.5	2.399902	2.399902	0.5	137	7.399414	97	7	6,869	null	1	no(M2 and SIP pres)	1	650	0
65.03796	male	1	17	ARF/MOSF w/Sepsis	ARF/MOSF	2	11	$11-$25k	0	68,227	38,085.5312	41,467	35	white	24.796875	54	0.795898	0.727905	1	0	0	no	0.9	0.85	dnr after sadm	15	69	0.699951	108	24	38.39844	null	null	null	0.5	142	null	70	4	null	null	1	<2 mo. follow-up	1	17	1
53.36899	female	0	26	ARF/MOSF w/Sepsis	ARF/MOSF	1	12	null	0	74,535	42,580.4375	41,409	25.25	black	29.699219	43	0.761963	0.685913	1	1	0	no	0.9	0.9	no dnr	26	68	7	65	24	36.39844	null	null	0.5	0.799927	136	null	124	13	1,550	null	null	no(M2 and SIP pres)	2.134766	649	0
70.935	female	0	9	COPD	COPD/CHF/Cirrhosis	1	15	>$50k	9	9,011	5,791.9414	6,667	7.5	white	19.699219	30	0.819946	0.706909	1	0	0	no	0.7	0.5	dnr after sadm	4	112	23.796875	120	12	38.5	283.3125	2.599609	1.599854	3	145	7.259766	82	58	1,490	5	5	no(M2 and SIP pres)	5	649	0
74.86395	female	1	41	ARF/MOSF w/Sepsis	ARF/MOSF	2	14	$25-$50k	0	293,806	168,017	171,702	36.25	white	26.898438	44	0.542969	0.428955	42	0	0	yes	0	0	dnr after sadm	41	42	16.898438	145	45	38.59375	210	null	0.399963	7.5	139	7.419922	507	101	15	null	6	<2 mo. follow-up	6	41	1
71.64099	male	0	6	Coma	Coma	1	12	under $11k	100	6,228	4,059.707	4,164	9	white	20.199219	28	0.246979	0.181	1	0	1	no	0.7	0.5	dnr after sadm	1	57	14.099609	115	10	39.5	118.32812	2.299805	0.699951	0.699951	141	7.439453	281	20	3,545	null	7	<2 mo. follow-up	7	52	1
29.65599	male	1	17	ARF/MOSF w/Sepsis	ARF/MOSF	1	17	$11-$25k	0	281,407	160,268.5	143,505	37.666657	black	37.59375	64	0.619995	0.515991	40	0	0	no	0.2	0.2	dnr after sadm	16	68	16.398438	105	36	38.69531	110	null	0.5	0.799927	146	7.5	243	18	3,480	null	0	<2 mo. follow-up	0	17	1
51.73398	female	1	4	ARF/MOSF w/Sepsis	ARF/MOSF	1	12	$25-$50k	100	24,569	14,623.6016	15,029	52	white	43.296875	105	0.035995	0.009998	1	0	0	no	0.5	0.4	dnr after sadm	2	58	9.5	115	30	38.29688	202.84375	2.5	0.5	0.899902	149	7.399414	137	25	2,370	null	0	<2 mo. follow-up	0	4	1
56.29797	male	0	64	ARF/MOSF w/Sepsis	ARF/MOSF	1	12	null	0	227,291	151,162.875	154,709	46	white	41.695313	47	0.465942	0.346985	1	1	0	no	0.7	0.65	no dnr	64	101	6.799805	80	16	37.79688	null	3.899902	0.199982	1.099854	142	null	175	11	null	null	1	SIP>=30	1	646	0
49.26199	male	0	13	Cirrhosis	COPD/CHF/Cirrhosis	4	10	under $11k	0	15,670	10,045.3906	13,425	5	white	21.097656	48	0.830933	0.723999	1	1	0	no	0.95	0.9	no dnr	13	62	15.599609	35	33	35	190	2.599609	null	2.699707	138	7.369141	224	134	240	5	3	SIP>=30	3	175	1
61.46698	male	1	9	Lung Cancer	Cancer	2	null	null	0	13,209	7,907.5664	8,379	7	white	12.599609	12	0.791992	0.559937	1	0	0	metastatic	0.8	0.5	dnr after sadm	9	75	6.799805	67	20	36.19531	null	3.599609	0.399963	1	140	null	98	13	5,700	0	0	<2 mo. follow-up	0	9	1
92.73096	female	0	32	ARF/MOSF w/Sepsis	ARF/MOSF	2	null	$11-$25k	26	91,653	56,649.7812	61,899	20	black	22.199219	23	0.438965	0.31897	19	0	0	yes	null	null	dnr after sadm	19	65	10.298828	115	27	39.09375	146	2.799805	0.199982	0.399963	137	7.439453	139	11	2,174	null	0	adl>=4 (>=5 if sur)	0	461	1
60.63797	female	1	26	ARF/MOSF w/Sepsis	ARF/MOSF	0	12	under $11k	0	145,919	null	null	32.25	white	16.796875	23	0.895996	0.858887	1	0	0	no	0.9	0.85	dnr after sadm	20	142	10.699219	72	26	38	246.65625	null	null	10.599609	136	7.429688	84	52	615	0	1	<2 mo. follow-up	1	26	1
56.59399	female	0	9	MOSF w/Malig	ARF/MOSF	2	16	null	0	21,295	12,869.1562	13,625	16	black	31.199219	47	0.428955	0.309998	2	0	0	metastatic	null	null	no dnr	9	68	9.398438	102	16	36.39844	null	3.399902	0.399963	0.5	141	null	88	5	7,455	1	0	adl>=4 (>=5 if sur)	0	128	1
63.02298	female	0	16	CHF	COPD/CHF/Cirrhosis	3	13	$25-$50k	0	21,498	13,531.0625	12,646	20.333328	white	17.398438	27	0.890991	0.816895	1	0	0	no	null	null	no dnr	16	68	10	110	29	37.79688	270	2.299805	0.399963	1.599854	154	7.339844	119	38	2,795	0	0	no(M2 and SIP pres)	0	643	0
60.90097	female	1	19	ARF/MOSF w/Sepsis	ARF/MOSF	2	7	null	9	99,519	null	null	39	white	44.09375	82	0.204987	0.110992	2	0	0	yes	0.5	0.25	dnr after sadm	12	62	2.799805	175	20	37.89844	133.3125	2.599609	1.199951	2.199707	140	7.40918	185	54	4,155	null	6	<2 mo. follow-up	6	19	1
63.92099	female	0	3	COPD	COPD/CHF/Cirrhosis	3	8	null	0	3,315	2,266.6445	2,414	12	white	22.199219	37	0.807983	0.689941	1	0	0	yes	0.5	0.25	no dnr	3	65	3.399902	105	36	37.89844	126.51562	null	1	2.299805	132	7.369141	107	37	2,325	null	null	no(M2 and SIP pres)	2.53418	353	1
55.85999	female	0	25	ARF/MOSF w/Sepsis	ARF/MOSF	1	12	under $11k	37	79,183	null	null	30.25	white	23.097656	53	0.753906	0.675903	1	0	0	no	0.8	0.75	no dnr	25	70	6.599609	65	30	35	223.3125	2.899902	null	1.399902	136	7.40918	92	34	2,530	null	0	no(M2 and SIP pres)	0	642	0
54.021	male	0	3	Lung Cancer	Cancer	2	11	$11-$25k	0	null	1,357.7764	1,846	5	white	30.796875	17	0.386963	0.094986	1	0	0	metastatic	0.8	0.5	no dnr	3	78	2.5	105	20	36	214.28125	1.599854	1.899902	1.399902	142	7.40918	132	40	200	2	2	no(M2 and SIP pres)	2	536	1
64.49799	male	0	49	ARF/MOSF w/Sepsis	ARF/MOSF	0	12	$11-$25k	41	148,554	83,934.25	96,493	30.25	white	32.898438	43	0.392944	0.273987	4	0	0	no	0.8	0.75	no dnr	49	72	18.398438	85	19	36.39844	180	2.599609	null	1.5	134	7.429688	166	39	5,778	null	0	no(M2 and SIP pres)	0	641	0
60.86798	male	0	6	CHF	COPD/CHF/Cirrhosis	2	4	under $11k	0	9,822	6,247.3242	6,229	23	white	17.097656	18	0.897949	0.828979	1	0	0	no	0.9	0.6	no dnr	6	100	20.296875	84	20	37	498	null	null	0.899902	143	7.279297	102	26	2,660	2	null	adl>=4 (>=5 if sur)	1.838867	641	0
55.17899	male	0	106	ARF/MOSF w/Sepsis	ARF/MOSF	2	12	null	26	573,218	320,278	339,372	37.75	black	25.898438	34	0.641968	0.540894	57	0	0	no	null	null	no dnr	106	35	13.398438	145	34	39	237.125	null	null	1.699951	146	7.389648	114	39	845	null	0	null	0	640	0
47.84399	female	1	4	ARF/MOSF w/Sepsis	ARF/MOSF	1	10	null	100	34,109	null	null	33	other	21.398438	22	0.55188	0.438965	3	1	0	no	0	0	dnr after sadm	2	117	10	75	40	38.39844	260	null	11.599609	2.599609	141	7.479492	250	63	1,950	null	0	<2 mo. follow-up	0	4	1
53.51099	female	0	18	Lung Cancer	Cancer	1	20	>$50k	0	36,304	21,369.9688	19,303	11.666664	white	15	13	0.767944	0.519897	1	0	0	metastatic	0.8	0.6	no dnr	18	115	15.898438	125	45	38.5	233.3125	2.599609	null	0.699951	137	7.439453	132	6	3,555	2	null	adl>=4 (>=5 if sur)	1.838867	88	1
78.64795	female	0	6	ARF/MOSF w/Sepsis	ARF/MOSF	2	8	null	0	43,537	25,966.8438	29,665	11	white	14.699219	16	0.8479	0.795898	6	1	0	no	0.95	0.9	no dnr	6	38	3.599609	130	8	34.79688	152	2	0.699951	2.099609	130	7.429688	33	24	3,280	0	0	no(M2 and SIP pres)	0	637	0
41.11697	female	0	27	ARF/MOSF w/Sepsis	ARF/MOSF	2	10	under $11k	9	113,278	66,799.8125	68,660	27	black	16.5	24	0.890991	0.851929	16	0	0	no	0.5	0.5	no dnr	27	126	4.199219	70	26	38.09375	371.375	null	null	1.299805	137	7.369141	87	7	2,800	null	1	adl>=4 (>=5 if sur)	1	637	0
79.37897	male	0	17	Coma	Coma	0	null	null	41	169,122	99,286.75	100,516	33.666657	white	16.597656	28	0.440979	0.366943	41	0	0	no	null	null	no dnr	17	136	7.099609	45	12	38	286.625	2.799805	null	2	137	7.389648	288	31	1,715	null	null	null	1.862061	637	0
55.61899	male	0	17	ARF/MOSF w/Sepsis	ARF/MOSF	4	8	null	41	32,806	null	null	12.666664	white	17.296875	14	0.762939	0.68689	3	1	0	yes	0.75	0.6	no dnr	17	120	5.299805	60	26	36.19531	276	null	0.399963	1	144	7.379883	194	18	2,250	null	1	no(M2 and SIP pres)	1	637	0
30.40099	female	0	113	ARF/MOSF w/Sepsis	ARF/MOSF	0	12	$11-$25k	0	461,600	null	null	43.25	black	30.097656	40	0.834961	0.778931	1	0	0	no	0.6	0.6	no dnr	113	132	4.5	68	24	38.09375	219.03125	null	0.599976	1.799805	139	7.369141	229	33	4,150	null	1	adl>=4 (>=5 if sur)	1	635	0
64.797	male	0	63	ARF/MOSF w/Sepsis	ARF/MOSF	0	null	$25-$50k	0	286,996	162,759.125	158,849	43.5	white	26	44	0.706909	0.61792	16	0	0	no	0.8	0.8	no dnr	63	72	17.199219	125	25	36.5	330	1.899902	2.899902	1.799805	149	7.419922	108	30	1,550	null	0	SIP>=30	0	635	0
86.91595	female	0	16	ARF/MOSF w/Sepsis	ARF/MOSF	1	null	under $11k	9	96,288	59,030.1875	58,776	18.333328	white	23.296875	30	0.599976	0.492981	36	0	0	no	null	null	dnr after sadm	3	68	22.597656	95	14	36.09375	116.65625	null	1.5	5.399414	130	7.429688	156	75	43	null	0	<2 mo. follow-up	0	53	1
80.323	male	0	9	ARF/MOSF w/Sepsis	ARF/MOSF	1	14	null	0	24,828	null	null	22	white	20.5	36	0.72998	0.646973	3	0	0	yes	1	0.6	no dnr	9	103	3.599609	75	20	36.79688	null	2.299805	1.399902	1.599854	137	null	109	4	null	null	0	null	0	634	0
27.26099	male	0	9	ARF/MOSF w/Sepsis	ARF/MOSF	0	12	under $11k	0	22,451	null	null	19	black	31.5	59	0.827881	0.768921	1	0	0	no	0.9	0.85	no dnr	9	118	15.298828	55	34	38.79688	220	2.399902	4.099609	0.799927	152	7.389648	102	13	4,770	0	0	no(M2 and SIP pres)	0	633	0
46.47998	male	1	7	ARF/MOSF w/Sepsis	ARF/MOSF	4	9	under $11k	0	36,739	null	null	38	black	35.59375	52	0.680908	0.586914	1	0	0	no	0.5	0.3	dnr after sadm	5	77	8.298828	60	26	37.59375	257.125	null	1.099854	1.199951	141	7.519531	111	10	2,025	null	0	<2 mo. follow-up	0	7	1
65.94397	female	1	18	Cirrhosis	COPD/CHF/Cirrhosis	4	4	under $11k	100	26,626	null	null	16	black	25.097656	49	0.167999	0.043999	1	1	0	no	0.2	0.05	dnr after sadm	18	67	10.298828	55	35	38.59375	212.5	null	5	3.699707	136	7.469727	286	82	4,600	null	4	<2 mo. follow-up	4	18	1
70.75397	female	0	13	ARF/MOSF w/Sepsis	ARF/MOSF	1	9	$11-$25k	9	27,012	16,491.5312	17,150	22.5	white	19.597656	31	0.813965	0.751953	2	1	0	no	0.6	0.4	no dnr	13	60	9.798828	55	24	35.79688	309.5	4	1.099854	1.899902	150	7.449219	70	53	1,475	0	0	no(M2 and SIP pres)	0	631	0
73.10596	female	0	22	ARF/MOSF w/Sepsis	ARF/MOSF	1	7	$25-$50k	44	174,244	null	null	36	white	35.796875	63	0.173981	0.088989	22	0	0	no	0.5	0.3	no dnr	22	103	14	75	24	38.79688	281	null	0.699951	1.199951	137	7.439453	88	13	1,240	null	6	Coma or Intub	6	632	0
56.89499	male	0	8	CHF	COPD/CHF/Cirrhosis	3	null	null	0	18,632	null	null	20	black	23.097656	45	0.852905	0.756958	1	0	0	no	null	null	no dnr	8	62	26.898438	75	36	35.79688	115.70312	2.299805	0.899902	5	137	7.329102	148	69	66	null	null	null	2.893066	632	0
52.79099	male	0	8	CHF	COPD/CHF/Cirrhosis	2	12	$11-$25k	0	12,395	4,226.0586	4,189	7.5	white	16.097656	9	0.919922	0.86499	1	0	0	no	null	null	no dnr	8	120	14.5	105	11	38.5	316.625	null	2.5	2.099609	148	7.419922	60	34	2,510	0	0	no(M2 and SIP pres)	0	632	0
75.87994	female	0	9	CHF	COPD/CHF/Cirrhosis	4	11	under $11k	9	17,026	null	null	18	white	29.097656	40	0.637939	0.45697	1	0	0	no	0.4	0.3	dnr after sadm	2	125	25.699219	125	32	37.69531	246.65625	null	null	2.599609	141	7.399414	249	70	1,155	0	0	no(M2 and SIP pres)	0	225	1
60.66498	male	0	7	CHF	COPD/CHF/Cirrhosis	3	7	under $11k	0	14,779	null	null	19.5	white	20.398438	43	0.869995	0.783936	1	1	0	no	0.8	0.7	no dnr	7	117	12.398438	112	24	38.19531	210.1875	1.399902	4.899414	1.099854	132	7.299805	174	19	3,575	3	1	no(M2 and SIP pres)	1	631	0
69.64496	female	0	14	ARF/MOSF w/Sepsis	ARF/MOSF	1	13	>$50k	0	79,048	46,799.625	45,539	23	white	24.597656	42	0.704956	0.615967	22	0	0	no	0.1	0.5	dnr after sadm	3	160	43.195313	125	28	37.69531	280	2.199707	1.099854	2.5	151	7.369141	202	59	2,110	null	0	<2 mo. follow-up	0	49	1
53.06998	male	0	4	Lung Cancer	Cancer	1	12	$11-$25k	0	6,650	null	null	9	white	14.398438	9	0.779907	0.539917	1	0	0	metastatic	0.8	0.5	no dnr	4	103	5.5	80	20	36.19531	null	null	null	1.5	138	null	148	17	null	null	0	no(M2 and SIP pres)	0	202	1
82.54297	male	0	14	COPD	COPD/CHF/Cirrhosis	2	13	$11-$25k	0	14,698	null	null	9.333328	white	21.597656	8	0.611938	0.424988	1	0	0	metastatic	0.5	0.25	dnr after sadm	5	58	16.796875	65	8	38.29688	172	null	null	1.5	144	7.349609	292	32	7,315	2	1	<2 mo. follow-up	1	15	1
68.383	male	0	10	ARF/MOSF w/Sepsis	ARF/MOSF	3	16	null	0	35,772	null	null	25.5	white	23.597656	38	0.787964	0.717896	2	1	0	no	0.8	0.7	no dnr	10	93	8.898438	65	28	39.5	185	null	null	0.699951	137	7.369141	149	14	1,595	0	0	no(M2 and SIP pres)	0	628	0
85.74396	female	0	7	COPD	COPD/CHF/Cirrhosis	2	null	null	0	5,616	3,942.7949	4,634	4	white	17.898438	22	0.777954	0.645996	1	1	0	no	0.8	0.7	no dnr	7	122	13.898438	120	29	36.59375	250	2.099609	0.199982	0.899902	133	7.359375	81	8	3,965	3	null	null	2.510742	263	1
68.02496	male	0	5	CHF	COPD/CHF/Cirrhosis	2	5	under $11k	9	3,742	2,707.2363	2,761	8	black	31.5	45	0.630981	0.447998	1	0	0	no	null	null	no dnr	5	52	13.898438	60	11	39.5	205.6875	2.799805	0.299988	2.599609	142	7.239258	527	44	360	null	2	adl>=4 (>=5 if sur)	2	154	1
49.93298	male	0	18	Colon Cancer	Cancer	1	12	>$50k	0	27,935	null	null	17	white	19.898438	25	0.805908	0.585938	1	0	0	metastatic	null	null	no dnr	18	70	5.299805	105	33	38.19531	205	null	null	1.199951	127	7.379883	234	21	960	null	0	<2 mo. follow-up	0	50	1
20.48199	male	0	35	ARF/MOSF w/Sepsis	ARF/MOSF	1	14	null	0	200,937	114,746.375	112,610	36.75	white	28	64	0.85498	0.803955	6	0	0	no	0.6	0.6	no dnr	35	58	13.699219	115	38	38.19531	213.3125	null	0.799927	1.399902	148	7.339844	100	55	1,375	0	null	no(M2 and SIP pres)	0.494751	627	0
87.92596	female	0	49	COPD	COPD/CHF/Cirrhosis	3	15	$11-$25k	9	50,071	33,320.0312	35,008	16.75	white	20.898438	24	0.67395	0.50293	1	0	1	no	null	null	dnr after sadm	3	120	16.199219	125	42	37.69531	170	2.399902	0.5	0.5	132	7.449219	113	13	5,325	null	1	adl>=4 (>=5 if sur)	1	465	1
34.995	male	0	10	MOSF w/Malig	ARF/MOSF	1	14	>$50k	0	19,106	11,641.5312	12,083	11	white	23.597656	42	0.665894	0.569946	2	0	0	metastatic	0.95	0.85	no dnr	10	101	26.796875	136	24	36.69531	348	3.799805	0.299988	0.899902	140	7.389648	220	22	null	0	0	no(M2 and SIP pres)	0	626	0
76.047	male	0	6	COPD	COPD/CHF/Cirrhosis	4	16	>$50k	0	5,420	null	null	9	white	14.798828	20	0.868896	0.782959	1	0	0	no	null	null	no dnr	6	52	21.597656	70	12	38.09375	134	2.599609	0.799927	1.299805	149	7.379883	147	46	910	0	null	no(M2 and SIP pres)	0.494751	626	0
46.99197	female	1	14	ARF/MOSF w/Sepsis	ARF/MOSF	1	null	null	0	109,299	55,014.5938	59,859	38.666657	other	22.199219	19	0.837891	0.782959	12	0	0	no	null	null	dnr before sadm	-2	145	20.296875	56	22	36	null	null	1	1.299805	143	null	121	32	1,425	null	7	<2 mo. follow-up	7	14	1
40.47897	female	0	7	ARF/MOSF w/Sepsis	ARF/MOSF	0	16	$11-$25k	0	9,844	6,419.6797	6,699	6	black	14	18	0.942993	0.921997	1	0	0	no	null	null	no dnr	7	115	27.796875	115	20	35.69531	176.65625	null	3.099609	3	129	7.449219	380	70	975	0	0	no(M2 and SIP pres)	0	624	0
62.07797	male	0	4	COPD	COPD/CHF/Cirrhosis	1	6	under $11k	0	6,699	4,312.0977	4,687	15	black	19.097656	31	0.884888	0.807983	1	0	0	no	null	null	no dnr	4	58	31.398438	145	34	35.29688	91.42188	null	null	2.799805	150	7.429688	53	41	350	1	null	no(M2 and SIP pres)	1.166748	624	0

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