Datasets:

Suchinthana
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support2-1

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train · 9.11k rows

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
7,501	72.81897	1	male	0	9	346	CHF	COPD/CHF/Cirrhosis	5	6	under $11k	0	6,878	4,825.4375	5,418.42969	10	white	17.898438	10	0.826904	0.717896	1	1	0	yes	1	0.6	no dnr	9	47	31.796875	158	28	36.59375	354.8125	3.299805	3.199707	3.899902	136	7.349609	165	62	2,534	0	null	no(M2 and SIP pres)	0.494751
7,502	63.94498	0	male	0	5	535	CHF	COPD/CHF/Cirrhosis	3	12	$11-$25k	0	4,836	3,275.541	3,678.50977	12	white	16.398438	24	0.897949	0.827881	1	1	0	no	0.9	0.6	no dnr	5	141	8.898438	132	24	38.5	295.1875	3	0.699951	1.299805	137	7.529297	216	23	1,965	1	0	SIP>=30	0
7,503	73.336	1	female	0	7	100	COPD	COPD/CHF/Cirrhosis	4	null	under $11k	0	10,886	6,786.2812	7,725.66797	11	black	29.597656	39	0.584961	0.391968	1	0	0	yes	0.5	0.5	no dnr	7	114	19	111	40	35.79688	190	3	0.699951	2.799805	144	7.40918	204	50	910	null	0	adl>=4 (>=5 if sur)	0
7,504	61.72198	1	male	0	4	93	COPD	COPD/CHF/Cirrhosis	3	10	under $11k	0	5,234	3,014.6914	3,693.28906	16	white	13.699219	18	0.924927	0.872925	1	0	0	no	0.8	0.7	no dnr	4	122	17.796875	120	36	38.39844	134	2.5	0.5	0.299988	145	7.379883	74	14	1,979	0	null	no(M2 and SIP pres)	0.494751
7,505	68.07098	0	male	0	15	531	Cirrhosis	COPD/CHF/Cirrhosis	6	9	under $11k	0	47,397	31,747.0938	40,763.0312	41.333313	white	20.097656	35	0.738892	0.590942	1	0	0	no	0.3	0.1	no dnr	15	126	11.298828	120	32	38.89844	167.5	2.299805	4.599609	0.699951	142	7.519531	96	17	1,045	null	2	adl>=4 (>=5 if sur)	2
7,506	64.99896	0	male	0	15	531	ARF/MOSF w/Sepsis	ARF/MOSF	1	11	under $11k	0	40,531	25,163.0469	28,500.7656	28	white	30.796875	60	0.689941	0.5979	1	0	0	no	0.9	0.9	no dnr	15	123	15.398438	59	6	36.19531	293.3125	4.299805	0.599976	1.5	146	7.439453	202	24	4,240	null	1	no(M2 and SIP pres)	1
7,507	57.96298	1	male	1	13	13	Cirrhosis	COPD/CHF/Cirrhosis	3	12	$11-$25k	100	50,618	31,324.4531	37,703.9062	52.5	white	37.5	67	0.021	0.001	1	0	0	no	0.2	0.1	dnr after sadm	13	69	13.699219	107	28	37.5	185.6875	2.799805	0.399963	1.5	130	7.429688	119	26	7.5	null	2	<2 mo. follow-up	2
7,508	53.82599	0	female	0	10	530	COPD	COPD/CHF/Cirrhosis	0	10	$11-$25k	0	21,187	12,924.2812	14,137.7656	29.5	white	22.296875	39	0.887939	0.81189	1	0	0	no	0.8	0.7	no dnr	10	125	23.898438	107	34	36	260	3	1	0.699951	134	7.509766	156	16	1,685	0	4	null	4
7,509	26.91299	0	male	0	15	529	ARF/MOSF w/Sepsis	ARF/MOSF	2	10	$25-$50k	0	20,458	13,595.0078	15,301.2656	12.333328	white	21.5	31	0.919922	0.889893	1	0	0	no	0.8	0.89	no dnr	15	79	3.5	76	20	36.5	null	3	5.299805	1.099854	130	null	97	7	3,050	null	5	adl>=4 (>=5 if sur)	5
7,510	57.79599	0	male	0	40	528	ARF/MOSF w/Sepsis	ARF/MOSF	5	11	under $11k	100	114,737	75,503.9375	87,248	44.25	white	75.5	92	0	0	3	1	0	no	0.3	0.1	no dnr	40	111	13.298828	103	22	36	386	2.299805	0.599976	1.199951	133	7.469727	71	18	2,295	null	6	SIP>=30	6
7,511	65.94397	0	female	0	27	527	Coma	Coma	0	12	$11-$25k	94	86,330	55,693.9688	65,210.0938	32	white	24.597656	36	0.128998	0.081985	9	0	0	no	0.75	0.85	no dnr	27	67	11.898438	157	36	38.69531	97.5	1.799805	0.5	0.599976	133	7.529297	198	10	3,160	null	0	adl>=4 (>=5 if sur)	0
7,512	71.35394	1	male	0	8	350	Colon Cancer	Cancer	3	12	$11-$25k	0	5,664	4,086.1523	5,531.9375	7.5	white	16.296875	14	0.814941	0.601929	1	1	0	metastatic	0.1	0	no dnr	8	118	8.5	120	28	37.69531	306.625	2.5	14.699219	0.699951	145	7.489258	74	10	4,655	0	1	no(M2 and SIP pres)	1
7,513	39.15399	0	female	0	21	526	ARF/MOSF w/Sepsis	ARF/MOSF	3	12	under $11k	0	65,108	41,013.4688	47,491.8125	34	white	21.097656	16	0.902954	0.86792	1	0	0	no	0.7	0.7	no dnr	21	49	5.299805	68	20	35	null	3.199707	0.5	1.299805	143	null	159	58	1,220	null	7	null	7
7,514	63.211	1	male	1	12	12	Lung Cancer	Cancer	2	null	under $11k	0	13,598	9,065.5	12,148.6797	14.5	black	30.199219	37	0.371948	0.08699	1	0	0	metastatic	0.3	0.1	dnr after sadm	10	115	8.699219	80	28	36.39844	186.9375	4	1.799805	1.199951	139	7.40918	170	32	3,030	null	0	<2 mo. follow-up	0
7,515	58.53	1	male	0	3	155	Lung Cancer	Cancer	1	13	$11-$25k	0	4,163	0	0	null	black	18.597656	31	0.691895	0.401978	1	0	0	metastatic	1	1	no dnr	3	115	14.699219	67	42	39.39844	142	3.099609	7.599609	0.699951	142	7.429688	96	11	4,586	null	null	no(M2 and SIP pres)	2.467285
7,516	41.97098	1	female	1	7	7	ARF/MOSF w/Sepsis	ARF/MOSF	0	16	>$50k	0	28,025	17,503.9375	21,088.6406	47.5	white	23.296875	46	0.856934	0.807983	4	0	0	no	0.37	0.23	no dnr	7	87	7.299805	72	24	37.59375	null	null	null	0.899902	136	null	211	17	null	null	0	<2 mo. follow-up	0
7,517	42.31097	1	male	1	8	8	MOSF w/Malig	ARF/MOSF	1	16	under $11k	0	11,722	7,771.1914	9,862.02344	20.5	white	31.796875	53	0.419983	0.300964	3	0	0	metastatic	0	0	dnr after sadm	3	118	22	113	25	35.5	165	3.099609	1.199951	11.699219	141	7.389648	145	111	4	0	2	<2 mo. follow-up	2
7,518	72.60498	1	female	0	3	29	Lung Cancer	Cancer	3	8	under $11k	0	1,733	1,235.1172	1,652.92969	null	white	31.699219	17	0.294983	0.047997	1	1	0	metastatic	0.1	0	dnr before sadm	-1	99	4.699219	76	20	37.89844	null	4.699219	1	0.899902	141	null	97	14	null	null	null	<2 mo. follow-up	3.372559
7,519	48.27399	1	female	1	45	45	Coma	Coma	0	10	$25-$50k	94	91,330	60,467.9062	69,929.5	44	white	24.5	49	0.390991	0.316956	1	0	0	no	0.5	0.5	dnr after sadm	31	60	12.699219	64	30	38.5	134	2.699707	0.799927	0.599976	140	7.5	104	5	2,444	null	0	<2 mo. follow-up	0
7,520	65.40698	0	female	0	32	518	Coma	Coma	1	12	under $11k	44	75,896	51,033.0938	59,645.875	29	white	18.898438	9	0.523926	0.452942	14	0	1	no	0.65	0.65	no dnr	32	77	10	68	28	36.39844	null	null	1	1.199951	136	null	369	26	null	null	4	adl>=4 (>=5 if sur)	4
7,521	54.31097	0	female	0	4	517	CHF	COPD/CHF/Cirrhosis	6	8	$11-$25k	0	4,114	2,559.4043	3,203.91992	15	white	23	20	0.860962	0.769897	1	1	0	no	0.5	0.4	no dnr	4	144	13.398438	65	36	39.19531	178	3.299805	0.899902	1.599854	133	7.469727	184	16	2,137	2	null	SIP>=30	1.838867
7,522	61.03198	0	female	0	3	516	CHF	COPD/CHF/Cirrhosis	3	12	$11-$25k	0	4,608	2,287.1426	2,884.43945	null	white	15.398438	16	0.886963	0.81189	1	0	0	yes	0.4	0.3	no dnr	3	121	19.597656	144	48	38.39844	197.9375	2.799805	0.799927	2.799805	142	7.419922	170	39	2,525	null	null	no(M2 and SIP pres)	2.261231
7,523	45.55499	1	male	0	9	320	Cirrhosis	COPD/CHF/Cirrhosis	2	11	under $11k	0	16,900	10,686.7422	12,602.9297	29	white	27.597656	47	0.754883	0.611938	1	0	0	no	0.85	0.75	no dnr	9	113	7.099609	96	24	35.29688	null	2.899902	0.599976	2.299805	137	null	66	35	3,550	0	null	null	0.494751
7,524	76.41595	0	male	0	6	513	CHF	COPD/CHF/Cirrhosis	2	12	under $11k	0	17,222	9,349.5156	11,712.0156	27	hispanic	19.699219	6	0.787964	0.660889	1	0	0	yes	0.95	0.9	no dnr	6	66	9.5	78	26	36	212.875	3.099609	0.899902	1.399902	131	7.40918	137	33	2,581	1	0	SIP>=30	0
7,525	55.73999	1	male	0	5	46	CHF	COPD/CHF/Cirrhosis	3	12	under $11k	0	4,888	3,340.1641	3,512.76953	7	white	27.296875	36	0.802979	0.682983	1	0	0	no	0.9	0.8	no dnr	5	81	5.399414	68	18	37	null	3.199707	0.399963	4.299805	141	null	81	60	null	0	null	<2 mo. follow-up	0.494751
7,526	49.008	0	female	0	4	509	CHF	COPD/CHF/Cirrhosis	4	16	under $11k	0	3,640	2,666.0059	2,941.5293	11	black	10.898438	19	0.950928	0.916992	1	0	0	no	0.7	0.5	no dnr	4	109	10.898438	111	40	37.69531	142.5	null	null	0.899902	135	7.389648	131	6	883	1	null	SIP>=30	1.166748
7,527	31.55399	0	female	0	22	507	ARF/MOSF w/Sepsis	ARF/MOSF	3	12	$11-$25k	0	38,997	25,602.6406	28,688.6094	19.333328	hispanic	30.5	37	0.827881	0.768921	1	1	0	no	0.9	0.9	no dnr	22	63	200	156	32	39.09375	null	3.199707	0.899902	1.199951	140	null	101	9	4,600	2	0	SIP>=30	0
7,528	56.616	0	male	0	12	507	Cirrhosis	COPD/CHF/Cirrhosis	3	18	$25-$50k	0	19,741	12,691.1953	14,891.0391	24.5	white	17.796875	26	0.837891	0.734985	1	0	0	no	0.75	0.65	no dnr	12	157	17.796875	179	41	39.59375	215	3.399902	0.699951	1.299805	133	7.519531	315	18	1,264	1	1	null	1
7,529	66.78699	0	female	0	13	507	MOSF w/Malig	ARF/MOSF	1	10	under $11k	9	26,886	18,592.5	22,514.9531	17.5	black	28.398438	52	0.367981	0.25	10	0	0	metastatic	0.5	0.4	dnr before sadm	-4	105	11.099609	60	20	38.29688	null	3.399902	0.5	1.599854	137	null	463	29	null	null	7	null	7
7,530	74.13599	0	female	0	44	507	COPD	COPD/CHF/Cirrhosis	6	4	under $11k	9	71,806	47,299.75	51,366.7812	23.25	black	27.597656	52	0.655884	0.478943	1	1	0	no	0.95	0.9	no dnr	44	121	19.796875	63	64	35.5	288	2.399902	1.699951	0.799927	141	7.469727	257	12	5,725	5	0	adl>=4 (>=5 if sur)	0
7,531	30.39	1	male	0	6	26	Cirrhosis	COPD/CHF/Cirrhosis	1	11	under $11k	0	6,106	4,069.7422	5,218.54688	10	white	28.796875	35	0.821899	0.709961	1	0	0	no	1	0.9	no dnr	6	85	8.599609	92	20	37.39844	null	2.399902	1.599854	0.899902	132	null	100	12	null	1	0	<2 mo. follow-up	0
7,532	26.35999	0	female	0	48	506	COPD	COPD/CHF/Cirrhosis	4	11	under $11k	0	95,201	59,971.8125	67,958.5	25.25	black	19.796875	19	0.962891	0.93689	1	0	0	no	0.85	0.7	no dnr	48	97	4.799805	100	28	36.79688	91.42188	3.699707	0.599976	0.799927	134	7.369141	162	10	2,100	null	4	SIP>=30	4
7,533	43.03897	1	female	0	7	227	MOSF w/Malig	ARF/MOSF	2	10	under $11k	37	48,817	31,306.2031	35,121.6875	19.5	black	25.398438	45	0.426941	0.306946	19	0	0	yes	0.55	0.5	no dnr	7	101	6.799805	96	16	36	null	3.099609	0.799927	1.099854	135	null	80	27	2,050	null	0	no(M2 and SIP pres)	0
7,534	79.02496	1	female	0	5	83	Lung Cancer	Cancer	2	12	under $11k	9	5,753	3,172.6074	3,622.81836	8	white	24.796875	19	0.427979	0.121994	1	0	0	metastatic	0.35	0.05	dnr after sadm	2	71	18.398438	80	20	36	308.6875	null	null	1.199951	140	7.439453	108	23	null	5	5	SIP>=30	5
7,535	23.11299	0	male	0	43	503	Coma	Coma	0	12	under $11k	61	104,075	66,718.4375	77,519.875	35.5	black	23.5	35	0.740967	0.692993	3	0	0	no	0.05	0.02	no dnr	43	107	11.798828	76	24	37.89844	null	3.599609	0.5	3.099609	135	null	104	33	5,300	null	0	adl>=4 (>=5 if sur)	0
7,536	44.42999	0	male	0	5	503	CHF	COPD/CHF/Cirrhosis	3	12	$25-$50k	0	3,720	2,596.6738	2,879.49805	13	black	17.398438	9	0.92688	0.875977	1	1	0	no	0.99	0.9	no dnr	5	113	7.299805	104	24	39.59375	null	2.899902	0.5	0.799927	134	null	379	4	3,700	0	0	no(M2 and SIP pres)	0
7,537	64.12	0	male	0	18	503	CHF	COPD/CHF/Cirrhosis	7	12	$11-$25k	0	40,679	21,071.2031	25,232.2188	20.666656	white	35.398438	73	0.545898	0.347961	4	1	0	no	0.05	0.01	dnr after sadm	14	125	3.899902	72	22	36.29688	309.5	null	null	1.199951	146	7.429688	108	27	2,075	0	1	no(M2 and SIP pres)	1
7,538	54.19299	1	male	0	10	55	COPD	COPD/CHF/Cirrhosis	3	11	under $11k	0	12,546	7,809.6836	8,627.97656	13	white	16.097656	13	0.929932	0.880981	1	0	0	no	0.95	0.9	no dnr	10	80	4.899414	50	22	36.19531	null	3.599609	0.899902	1.5	152	null	94	16	1,695	3	4	<2 mo. follow-up	4
7,539	18.77599	0	male	0	12	501	ARF/MOSF w/Sepsis	ARF/MOSF	0	12	$25-$50k	0	31,368	19,824.9375	22,587.9688	41.5	white	29.898438	33	0.86792	0.821899	1	0	0	no	0.65	0.6	no dnr	12	94	17.097656	100	32	37.89844	46.66406	3.399902	1.099854	1.699951	142	7.549805	125	42	795	0	0	no(M2 and SIP pres)	0
7,540	72.97998	0	female	0	10	501	ARF/MOSF w/Sepsis	ARF/MOSF	3	8	under $11k	9	13,111	7,897.5391	8,604.72656	16.5	white	18.597656	25	0.831909	0.775879	1	1	0	no	0.5	0.2	dnr after sadm	3	81	8.5	58	20	36.19531	null	4.199219	1	1.199951	137	null	84	12	null	null	1	adl>=4 (>=5 if sur)	1
7,541	70.43695	1	female	1	7	7	Coma	Coma	3	null	under $11k	44	30,399	19,896.4531	22,794.8281	25.5	black	33.195313	73	0.093994	0.056	13	1	0	no	0.1	0.05	dnr after sadm	1	109	6.5	74	20	36.09375	null	3.099609	6.599609	1	134	null	109	11	null	null	6	<2 mo. follow-up	6
7,542	67.86597	1	male	1	32	32	CHF	COPD/CHF/Cirrhosis	4	8	under $11k	37	61,337	39,699.4375	44,266.5938	20.25	white	18.199219	37	0.776978	0.643921	2	1	0	no	0.8	0.8	no dnr	32	153	4.699219	54	38	37.89844	319	3.199707	0.5	0.899902	142	7.459961	107	7	3,154	null	0	<2 mo. follow-up	0
7,543	25.54099	0	male	0	9	498	ARF/MOSF w/Sepsis	ARF/MOSF	0	14	under $11k	0	14,621	9,416.0859	10,230.5234	17	asian	28.398438	29	0.866943	0.820923	1	0	0	no	0.95	0.95	no dnr	9	121	20	60	24	36.69531	392	2.899902	0.399963	3.899902	137	7.399414	376	57	null	0	null	null	0.494751
7,544	67.61896	1	male	0	41	58	ARF/MOSF w/Sepsis	ARF/MOSF	2	16	$25-$50k	0	114,873	74,604.5625	85,581.0625	37	white	26	43	0.559937	0.447998	12	0	0	metastatic	0.4	0.3	no dnr	41	69	2.399902	66	20	34.5	280.9375	3.299805	0.799927	0.799927	141	7.55957	166	11	null	null	0	<2 mo. follow-up	0
7,545	44.09299	0	male	0	5	496	Lung Cancer	Cancer	3	12	under $11k	0	3,904	2,738.0293	3,507.14844	13	black	11.5	11	0.834961	0.638916	1	0	0	metastatic	0.75	0.6	no dnr	5	124	6.399414	146	36	35.69531	261.875	2.299805	2.799805	6.899414	143	7.209961	54	40	2,036	0	null	no(M2 and SIP pres)	0.494751
7,546	33.741	0	male	0	28	494	ARF/MOSF w/Sepsis	ARF/MOSF	3	10	under $11k	0	88,800	58,121.7188	72,872.375	43.5	white	30.796875	47	0.779907	0.708984	5	0	0	no	0.8	0.7	no dnr	28	119	14.599609	131	33	40.09375	131.09375	null	null	1.599854	151	7.479492	180	26	2,735	null	0	no(M2 and SIP pres)	0
7,547	49.09	0	female	0	8	493	ARF/MOSF w/Sepsis	ARF/MOSF	1	14	under $11k	0	10,245	6,872.3477	7,327.44922	9	white	35.195313	22	0.67688	0.581909	1	0	0	no	0.9	0.75	no dnr	8	76	33.195313	124	10	38.79688	86.65625	1.899902	4.399414	1	143	7.459961	89	17	4,050	0	null	no(M2 and SIP pres)	0.494751
7,548	63.88797	0	male	0	75	492	COPD	COPD/CHF/Cirrhosis	4	null	under $11k	0	187,289	113,972.438	129,011.125	30.75	white	20.199219	30	0.844971	0.744995	4	0	0	no	0.85	0.8	no dnr	75	100	4.799805	72	16	36.09375	504.75	5.199219	5.299805	1.099854	135	7.439453	155	13	4,150	null	0	adl>=4 (>=5 if sur)	0
7,549	73.88599	1	female	1	12	12	ARF/MOSF w/Sepsis	ARF/MOSF	0	12	null	0	81,752	51,140.0625	62,188	64.5	white	39.195313	80	0.344971	0.228973	5	0	0	no	0	0	dnr after sadm	12	167	8.898438	122	10	38.09375	200	1.5	8.599609	0.799927	137	7.189453	197	27	1,548	null	1	<2 mo. follow-up	1
7,550	32.65198	0	male	0	18	491	ARF/MOSF w/Sepsis	ARF/MOSF	0	12	under $11k	0	23,825	15,030.7344	16,773.9375	19.333328	white	27.199219	29	0.861938	0.813965	1	0	0	no	0.85	0.8	no dnr	18	155	10.699219	72	32	39.19531	370	3.199707	0.899902	3	142	7.40918	126	32	1,715	4	null	no(M2 and SIP pres)	3.183106
7,551	92.65399	1	female	1	8	8	Coma	Coma	1	null	under $11k	55	33,577	21,423.25	25,377.0156	39	white	17.796875	30	0.233978	0.168976	10	1	0	no	0	0	dnr after sadm	6	53	5.5	78	10	39	124	3.699707	0.599976	1.399902	130	7.279297	225	29	2,125	null	1	<2 mo. follow-up	1
7,552	33.46997	0	male	0	4	490	CHF	COPD/CHF/Cirrhosis	1	12	$11-$25k	0	3,483	2,353.5195	2,468.35938	11	white	15.699219	6	0.948975	0.912964	1	0	0	no	0.8	0.7	no dnr	4	124	12.5	116	24	38.59375	276.625	3	0.5	1.099854	143	7.429688	135	20	1,288	0	0	no(M2 and SIP pres)	0
7,553	39.62198	0	male	0	47	489	ARF/MOSF w/Sepsis	ARF/MOSF	1	null	under $11k	0	99,971	62,746.625	70,309.1875	33	black	22.699219	46	0.888916	0.848999	1	0	0	no	0.75	0.7	no dnr	47	99	7.299805	120	24	36.59375	212.5	null	null	2.299805	139	7.389648	90	10	1,400	null	6	adl>=4 (>=5 if sur)	6
7,554	74.39294	1	female	0	11	16	Lung Cancer	Cancer	1	15	under $11k	0	13,282	8,855.1875	11,715.9297	17.5	white	28.5	23	0.380981	0.091995	1	0	0	metastatic	0.6	0.2	dnr after sadm	1	73	7.599609	64	24	35.59375	442.8125	2.799805	1.899902	1.099854	136	7.509766	73	26	2,375	0	2	<2 mo. follow-up	2
7,555	60.51199	0	female	0	6	488	CHF	COPD/CHF/Cirrhosis	0	8	$11-$25k	0	5,472	3,706.3887	3,897.24805	12	black	13.599609	14	0.922974	0.869995	1	0	0	no	0.8	0.6	no dnr	6	63	5.799805	152	16	39.09375	null	2.599609	3.899902	0.799927	127	null	94	6	1,450	0	null	no(M2 and SIP pres)	0.494751
7,556	68.12	1	male	1	25	25	Cirrhosis	COPD/CHF/Cirrhosis	1	18	under $11k	9	25,188	17,244.2031	19,472.0156	7.5	white	33.5	59	0.359985	0.167999	1	0	0	no	0.9	0.7	dnr after sadm	17	108	6.899414	96	22	35.39844	null	2.599609	4.799805	0.5	126	null	94	1	null	0	null	<2 mo. follow-up	0.494751
7,557	60.04398	1	male	0	6	169	ARF/MOSF w/Sepsis	ARF/MOSF	3	14	under $11k	0	15,198	10,064.9766	10,894.9453	41	white	23.898438	52	0.824951	0.765991	1	1	0	no	0.9	0.9	no dnr	6	136	11.798828	133	36	36.5	125	2.099609	0.399963	3.799805	139	7.329102	120	72	1,237	0	0	no(M2 and SIP pres)	0
7,558	70.56799	0	male	0	9	481	COPD	COPD/CHF/Cirrhosis	4	9	under $11k	0	12,137	6,805.6562	7,839.60938	15	white	21.5	27	0.776978	0.643921	1	0	0	yes	0.9	0.8	no dnr	9	69	8.798828	80	20	36.79688	null	3.599609	1.199951	1.299805	143	null	65	33	850	1	0	adl>=4 (>=5 if sur)	0
7,559	50.543	1	female	0	21	39	MOSF w/Malig	ARF/MOSF	2	3	$25-$50k	9	50,746	34,318.1875	41,470.5	29.666656	white	32	41	0.385986	0.266968	9	0	0	yes	0.75	0.6	no dnr	21	66	6.299805	109	25	36.29688	202.21875	2.699707	1	1.099854	132	7.389648	126	33	1,115	7	7	<2 mo. follow-up	7
7,560	72.50696	1	male	0	6	119	CHF	COPD/CHF/Cirrhosis	1	0	under $11k	0	14,569	7,082.6367	8,828.42969	20	white	23.199219	28	0.770996	0.634888	3	0	0	no	0.8	0.7	no dnr	6	116	14.099609	147	26	36.79688	328.5625	4	0.699951	1	135	7.469727	109	16	1,750	null	null	null	3.085449
7,561	66.672	1	male	0	22	183	ARF/MOSF w/Sepsis	ARF/MOSF	2	14	$11-$25k	0	29,171	18,045.1094	22,454.75	19.333328	black	19.5	29	0.85791	0.80896	1	1	0	no	0.9	0.8	no dnr	22	77	6.299805	77	20	36.19531	404.75	4.299805	1.099854	2.099609	134	7.399414	100	16	null	0	0	no(M2 and SIP pres)	0
7,562	61.13898	1	male	0	8	283	Coma	Coma	0	null	under $11k	44	7,577	5,176.9258	5,870.35938	11	black	24.097656	30	0.529907	0.459961	1	0	0	no	0.6	0.5	no dnr	8	60	18	74	10	36.39844	63	1.299805	2.599609	2.799805	146	7.319336	97	56	992	null	7	adl>=4 (>=5 if sur)	7
7,563	69.36896	0	female	0	13	484	Cirrhosis	COPD/CHF/Cirrhosis	2	12	under $11k	9	14,009	9,544.2656	10,667.0859	17.5	white	27.398438	43	0.525879	0.325989	1	0	0	no	0.5	0.4	dnr after sadm	1	109	14.699219	125	22	36.5	353.3125	1.799805	0.5	1.5	132	7.369141	107	12	3,120	6	4	null	4
7,564	72.96594	1	male	0	18	49	Colon Cancer	Cancer	1	19	$25-$50k	0	26,584	19,455.9688	28,796.6562	23	white	33.5	49	0.429993	0.122986	1	0	0	metastatic	0.75	0.6	dnr after sadm	17	137	10	122	12	38.09375	240	1.899902	1.199951	0.899902	149	7.539062	194	27	1,232	0	0	<2 mo. follow-up	0
7,565	68.54797	0	male	0	95	481	COPD	COPD/CHF/Cirrhosis	4	null	null	37	197,417	126,041.625	151,807.5	55.25	white	38.898438	42	0.228973	0.075989	3	0	0	no	null	null	no dnr	95	61	104	176	26	39.29688	105	2.199707	2.399902	2.899902	141	7.319336	376	70	1,113	null	null	Coma or Intub	5.333008
7,566	79.12396	1	female	1	3	3	ARF/MOSF w/Sepsis	ARF/MOSF	4	null	under $11k	100	18,622	11,870.8281	13,468.7656	null	black	82.390625	113	0	0	5	1	0	no	null	null	no dnr	3	66	6.699219	50	30	35	404.0625	2.099609	0.599976	2.699707	136	7.279297	81	108	337	null	null	<2 mo. follow-up	2.645996
7,567	62.883	0	female	0	4	480	COPD	COPD/CHF/Cirrhosis	2	null	under $11k	0	3,748	2,488.6074	2,575.55859	7	white	15	14	0.91394	0.85498	1	0	0	no	0.5	0.4	no dnr	4	71	21.699219	109	26	38.29688	134.6875	2	0.799927	1.599854	134	7.429688	100	30	5,752	0	null	SIP>=30	0.494751
7,568	78.31897	0	female	0	9	480	COPD	COPD/CHF/Cirrhosis	2	null	under $11k	0	12,338	7,648.0586	8,438.74219	20.5	white	21.398438	55	0.771973	0.636963	1	0	0	no	0.5	0.25	dnr after sadm	1	60	9.5	118	40	36.19531	285.6875	2.399902	2.199707	1.399902	130	7.379883	124	50	966	null	5	adl>=4 (>=5 if sur)	5
7,569	69.21295	1	male	0	3	118	Lung Cancer	Cancer	2	16	$11-$25k	0	3,566	2,432.3281	2,913.5293	null	white	21.699219	9	0.589966	0.270996	1	0	0	metastatic	null	null	no dnr	3	99	6	72	20	35.79688	null	3.199707	1.399902	1	138	null	331	13	2,600	null	null	no(M2 and SIP pres)	2.800293
7,570	58.76797	0	male	0	5	479	Coma	Coma	1	12	$11-$25k	55	14,700	8,925.7891	10,656.9844	29	black	20	34	0.606934	0.542969	1	1	0	no	0.4	0.4	no dnr	5	109	4.699219	64	20	36.09375	null	3.899902	0.699951	1.599854	140	null	153	22	1,700	null	0	adl>=4 (>=5 if sur)	0
7,571	38.11899	0	female	0	16	479	ARF/MOSF w/Sepsis	ARF/MOSF	1	8	under $11k	9	47,093	28,861.0938	33,175.9375	30.333328	white	27.5	25	0.782959	0.711914	1	0	0	yes	0.9	0.9	no dnr	16	133	19.5	133	36	36.19531	223.0625	3.099609	0.899902	0.5	141	7.389648	161	9	1,425	null	0	no(M2 and SIP pres)	0
7,572	66.91296	1	female	1	26	26	COPD	COPD/CHF/Cirrhosis	3	12	$11-$25k	0	86,018	52,848.6875	61,411.9688	32.25	white	23.5	32	0.790894	0.66394	3	0	0	no	0.9	0.8	no dnr	26	103	7.599609	80	24	35.89844	220	3.699707	0.299988	1	132	7.399414	139	16	1,850	null	0	<2 mo. follow-up	0
7,573	36.80798	0	male	0	9	476	ARF/MOSF w/Sepsis	ARF/MOSF	4	12	under $11k	41	29,838	18,833.5156	21,812.75	35	white	32.398438	47	0.642944	0.542969	1	0	0	no	0.5	0.4	no dnr	9	69	15.5	67	10	35.69531	502	1.899902	1.799805	0.699951	136	7.419922	182	13	1,915	null	0	no(M2 and SIP pres)	0
7,574	76.57996	1	male	1	7	7	Coma	Coma	2	10	$11-$25k	61	16,563	10,596.4062	12,530.3438	32	white	24	41	0.28595	0.215973	1	1	0	no	0.3	0.2	dnr after sadm	3	69	11.599609	171	55	38.79688	142.5	2.799805	0.899902	1.399902	144	7.519531	107	17	1,092	null	0	<2 mo. follow-up	0
7,575	71.24396	0	female	0	35	474	MOSF w/Malig	ARF/MOSF	4	12	under $11k	0	108,652	71,450.875	79,561.625	23.25	white	22.796875	37	0.536987	0.422974	31	0	0	metastatic	0	0	dnr after sadm	2	126	6.399414	134	32	38	106.65625	2.199707	11.199219	0.899902	128	7.549805	134	5	575	null	2	null	2
7,576	67.25	0	male	0	3	473	CHF	COPD/CHF/Cirrhosis	4	14	null	0	2,763	1,765.1641	2,354.55859	null	white	21.5	28	0.838989	0.735962	1	0	0	no	null	null	no dnr	3	69	24	126	22	36.69531	220	null	0.599976	1.199951	137	7.369141	160	40	1,560	null	null	no(M2 and SIP pres)	2.708984
7,577	52.698	0	female	0	9	472	COPD	COPD/CHF/Cirrhosis	2	9	under $11k	0	21,141	12,759.8672	14,685.0781	33.5	white	27.597656	39	0.837891	0.734985	1	0	0	no	null	null	no dnr	9	127	16.296875	107	24	38.19531	288	2.599609	1	2.099609	140	7.329102	81	63	3,993	null	3	no(M2 and SIP pres)	3
7,578	52.00497	1	male	1	7	7	Coma	Coma	1	8	$11-$25k	44	14,741	9,165.6875	10,467.9062	17	white	16.699219	29	0.763916	0.719971	1	0	0	no	0.4	0.35	dnr after sadm	4	0	11	150	31	38.79688	297.5	1.799805	4.199219	3.699707	125	7.379883	42	66	5,930	null	0	<2 mo. follow-up	0
7,579	59.89297	0	female	0	4	468	CHF	COPD/CHF/Cirrhosis	4	null	null	0	3,672	2,393.9316	2,511.20898	6	black	14.5	17	0.917969	0.861938	1	1	0	no	0.95	0.95	no dnr	4	135	14.898438	105	5	38.39844	356.625	null	null	0.699951	131	7.479492	144	13	1,618	null	null	null	3.274902
7,580	57.98499	1	female	0	5	415	COPD	COPD/CHF/Cirrhosis	6	12	$11-$25k	0	7,687	4,499.8242	5,196.07812	22	white	16.898438	32	0.892944	0.820923	1	1	0	yes	0.9	0.6	no dnr	5	120	3.799805	77	20	37	null	3.299805	1	1	134	null	176	10	null	0	1	null	1
7,581	72.31494	0	female	0	8	468	CHF	COPD/CHF/Cirrhosis	3	10	$11-$25k	0	17,686	10,106.5	12,971.2031	14.5	white	12.599609	18	0.908936	0.845947	1	1	0	no	0.99	0.9	no dnr	8	64	4.5	111	8	38.19531	523.75	2.599609	0.399963	0.599976	137	7.429688	83	10	4,105	0	0	no(M2 and SIP pres)	0
7,582	54.32397	0	male	0	9	466	COPD	COPD/CHF/Cirrhosis	5	12	under $11k	0	12,159	7,667.8555	8,439.94531	15.5	black	20.296875	41	0.901978	0.835938	1	0	0	no	0.8	0.75	dnr after sadm	6	110	3.5	122	28	37.89844	null	2.699707	0.399963	1.5	133	null	112	30	1,275	1	4	SIP>=30	4
7,583	60.30698	1	male	1	14	14	MOSF w/Malig	ARF/MOSF	4	12	under $11k	26	63,465	39,629.4688	49,235.625	38.333313	white	33.796875	65	0.232971	0.132996	8	0	0	yes	0.7	0.7	dnr after sadm	7	83	0.699951	101	20	35.79688	null	3.599609	0.599976	1.299805	133	null	108	18	null	6	2	<2 mo. follow-up	2
7,584	63.258	1	male	1	51	51	ARF/MOSF w/Sepsis	ARF/MOSF	3	12	under $11k	37	128,478	79,063.25	91,306.6875	37.75	white	22	36	0.545898	0.432983	6	1	0	metastatic	0.5	0.4	dnr after sadm	51	140	15.099609	150	25	38.69531	314	null	null	1.199951	149	7.429688	163	31	3,680	null	3	<2 mo. follow-up	3
7,585	65.01599	1	male	1	10	10	MOSF w/Malig	ARF/MOSF	1	10	under $11k	9	31,724	20,273.4844	25,110.5781	40	white	32.5	57	0.440979	0.32196	1	0	0	yes	0.2	0	dnr after sadm	7	69	0.799927	146	24	36.39844	null	2	1	0.699951	131	null	117	11	5,050	null	1	<2 mo. follow-up	1
7,586	32.12299	0	female	0	6	463	COPD	COPD/CHF/Cirrhosis	3	12	under $11k	0	6,625	4,011.2188	4,399.70703	12	white	22.398438	28	0.944946	0.905884	1	0	0	no	1	0.75	no dnr	6	90	10.699219	76	20	35.89844	null	2.299805	0.5	1	131	null	127	17	null	0	null	null	0.494751
7,587	73.98999	0	female	0	5	463	Colon Cancer	Cancer	1	12	$11-$25k	9	4,497	3,107.4102	4,095.87891	13	white	27.898438	20	0.53894	0.21698	1	0	0	metastatic	0.5	0.2	dnr after sadm	3	120	17.597656	71	26	38.69531	190	2.699707	0.799927	5.599609	144	7.319336	99	65	1,517	1	1	no(M2 and SIP pres)	1
7,588	75.98395	0	male	0	21	463	ARF/MOSF w/Sepsis	ARF/MOSF	4	8	under $11k	44	40,937	27,263.9688	32,782.125	30	black	29.796875	58	0.387939	0.268982	4	0	0	no	0.5	0.5	no dnr	21	118	9.599609	55	10	37.69531	363.3125	null	null	0.5	134	7.419922	120	11	2,285	null	7	adl>=4 (>=5 if sur)	7
7,589	64.26599	0	female	0	5	461	COPD	COPD/CHF/Cirrhosis	2	6	under $11k	0	10,697	6,611.6211	8,725.60938	15	white	23.097656	24	0.833984	0.727905	1	1	0	no	1	1	no dnr	5	76	9.798828	130	20	36.5	200	3.299805	1.099854	1	137	7.449219	102	18	null	1	1	no(M2 and SIP pres)	1
7,590	67.95898	0	male	0	3	461	COPD	COPD/CHF/Cirrhosis	2	12	$11-$25k	0	2,667	1,682.0225	1,844.41992	null	white	14.898438	10	0.898926	0.830933	1	0	0	no	1	0.9	no dnr	3	90	10.199219	116	20	36.29688	null	3.599609	0.399963	1.099854	136	null	106	17	1,700	0	0	no(M2 and SIP pres)	0
7,591	57.383	0	male	0	3	461	CHF	COPD/CHF/Cirrhosis	1	15	under $11k	0	9,595	5,629.1094	7,239.08984	14	white	14.798828	23	0.920898	0.865967	1	0	0	no	0.95	0.9	no dnr	3	131	5.899414	53	38	38.59375	158	2.599609	7	0.799927	137	7.399414	176	28	1,868	0	0	SIP>=30	0
7,592	65.51398	0	male	0	15	460	Cirrhosis	COPD/CHF/Cirrhosis	3	12	null	0	89,647	58,617.6562	66,263.625	26.666656	white	36.398438	64	0.215973	0.068985	37	0	0	no	0.3	0.3	no dnr	15	110	16.398438	71	22	36.19531	172	null	0.5	0.899902	138	7.269531	97	13	2,190	null	0	no(M2 and SIP pres)	0
7,593	76.72296	1	female	0	6	245	MOSF w/Malig	ARF/MOSF	1	8	under $11k	0	8,117	5,389.4609	6,440.42969	20	black	26.398438	26	0.552979	0.438965	1	0	0	metastatic	0.8	0.5	no dnr	6	99	8.298828	106	16	35.5	500	3.439941	5.299805	1.399902	130	7.509766	51	42	null	0	0	no(M2 and SIP pres)	0
7,594	60.76398	1	female	0	88	89	ARF/MOSF w/Sepsis	ARF/MOSF	2	1	under $11k	9	192,117	117,801.75	129,911.562	42.5	white	21.5	22	0.832886	0.776978	1	0	0	no	0.7	0.75	dnr after sadm	14	101	10.099609	72	24	36.59375	null	4.299805	0.599976	1.5	138	null	107	17	1,925	null	0	adl>=4 (>=5 if sur)	0
7,595	75.92297	1	male	1	47	47	ARF/MOSF w/Sepsis	ARF/MOSF	1	11	null	0	210,541	138,336.5	174,062	49	white	25.398438	66	0.648926	0.549927	38	0	0	no	0.1	0.05	dnr after sadm	45	128	16	78	32	36.59375	228.5625	3	1	1.299805	114	7.379883	188	19	4,805	null	0	<2 mo. follow-up	0
7,596	24.69299	0	male	0	24	455	ARF/MOSF w/Sepsis	ARF/MOSF	1	10	under $11k	0	155,743	101,314.812	127,360.25	28.333328	white	22.5	35	0.848999	0.795898	68	0	0	yes	0.9	0.9	no dnr	24	126	3	77	28	38	267.8125	2.599609	5	0.899902	136	7.439453	85	13	2,975	0	0	null	0
7,597	57.24799	0	female	0	5	455	Colon Cancer	Cancer	1	13	null	0	6,553	4,324.3398	4,882.61719	7	white	12.099609	3	0.882935	0.734985	1	0	0	metastatic	1	0.9	no dnr	5	99	0.699951	120	40	38.29688	null	2.099609	1.199951	0.899902	137	null	164	7	1,600	0	null	no(M2 and SIP pres)	0.494751
7,598	72.19995	1	male	1	9	9	MOSF w/Malig	ARF/MOSF	2	16	under $11k	9	44,016	30,163.4062	38,612.875	27.5	white	25.097656	31	0.517944	0.40094	20	0	1	yes	0.5	0.5	dnr before sadm	-9	117	4.199219	60	22	36.29688	196	2.099609	0.199982	2.299805	138	7.319336	117	62	1,150	null	7	<2 mo. follow-up	7
7,599	40.06598	0	male	0	48	453	ARF/MOSF w/Sepsis	ARF/MOSF	1	12	under $11k	0	159,555	98,485.4375	113,089.188	43	white	29.5	62	0.812988	0.750977	1	1	0	no	0.8	0.8	no dnr	48	71	17.898438	84	20	36.89844	null	2.399902	20.398438	1	127	null	70	13	null	null	7	SIP>=30	7
7,600	66.26398	1	male	0	5	114	COPD	COPD/CHF/Cirrhosis	3	8	under $11k	0	13,492	8,294.0156	9,444.0625	13	black	17.597656	25	0.785889	0.656982	4	1	0	metastatic	0.5	0.25	no dnr	5	69	10.298828	61	10	37.89844	190	3.099609	1.399902	1.099854	143	7.389648	118	11	4,375	0	0	no(M2 and SIP pres)	0

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