Datasets:

Suchinthana
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support2-1

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Split (1)

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
3,001	48.37799	1	male	0	40	74	MOSF w/Malig	ARF/MOSF	1	12	null	0	149,618	74,711.5	66,629.875	26.25	white	23	49	0.697998	0.60791	4	0	0	yes	0.5	0.2	no dnr	40	45	13.5	100	20	38.29688	null	2.399902	0.199982	1	134	null	77	17	800	0	0	null	0
3,002	74.73199	1	male	0	19	501	COPD	COPD/CHF/Cirrhosis	5	7	null	0	24,493	13,656.2188	12,216.4531	13.666664	white	25.199219	54	0.67395	0.501953	1	1	0	yes	0.5	0.45	no dnr	19	119	14	118	11	36.79688	238.09375	1.899902	0.599976	1.199951	113	7.349609	1,092	35	2,370	null	3	null	3
3,003	77.82599	0	female	0	18	600	Coma	Coma	0	null	under $11k	9	31,427	17,934.3906	14,550.3125	15.666664	white	20.5	26	0.629883	0.567993	1	0	0	no	0.25	0.1	dnr after sadm	1	121	26.097656	156	40	40.19531	null	3.299805	0.399963	0.799927	132	null	130	10	4,750	null	6	adl>=4 (>=5 if sur)	6
3,004	78.70795	1	female	0	15	189	COPD	COPD/CHF/Cirrhosis	2	18	$11-$25k	0	17,883	9,741.2891	9,211.67969	11.666664	white	15.699219	26	0.8479	0.75	1	0	0	no	0.9	0.8	dnr after sadm	7	59	11.798828	62	28	38.5	302	3.599609	null	2	136	7.40918	95	60	2,713	2	null	adl>=4 (>=5 if sur)	1.838867
3,005	82.80096	1	male	0	9	165	ARF/MOSF w/Sepsis	ARF/MOSF	4	11	$11-$25k	9	8,501	4,951.0508	4,707.87891	10.5	white	27.699219	37	0.553955	0.440979	1	0	1	yes	0.5	0.2	dnr before sadm	0	59	6.699219	66	28	37.29688	null	2.199707	0.599976	1.799805	134	null	196	88	2,350	null	5	adl>=4 (>=5 if sur)	5
3,006	83.23297	1	female	0	15	400	ARF/MOSF w/Sepsis	ARF/MOSF	1	14	null	9	24,143	15,879.9141	14,567.7266	14.666664	white	26.199219	29	0.659912	0.56189	1	0	1	no	0.8	0.8	dnr after sadm	1	113	14.398438	152	36	36.39844	96.65625	3.199707	1.099854	0.899902	142	7.5	108	19	5,065	null	6	adl>=4 (>=5 if sur)	6
3,007	71.81696	0	male	0	9	598	COPD	COPD/CHF/Cirrhosis	4	14	$11-$25k	0	21,997	12,084.0312	12,242.7891	17	white	25.097656	25	0.756958	0.61499	1	1	0	no	0.7	0.65	no dnr	9	47	14.099609	58	10	37.79688	87.5	2.799805	0.799927	1	139	7.389648	228	21	848	null	0	no(M2 and SIP pres)	0
3,008	74.13794	0	female	0	16	593	ARF/MOSF w/Sepsis	ARF/MOSF	1	null	under $11k	0	27,806	19,504.6719	15,459.8125	13.333328	white	21.296875	37	0.813965	0.751953	1	0	0	no	0.8	0.8	dnr after sadm	1	107	15.298828	112	27	36.69531	242.84375	null	null	1.199951	140	7.439453	150	20	1,670	null	6	adl>=4 (>=5 if sur)	6
3,009	93.21295	0	female	0	10	592	CHF	COPD/CHF/Cirrhosis	2	9	null	9	10,108	5,805.0742	5,892.50781	11.5	white	19.699219	47	0.734985	0.584961	1	0	0	no	0.8	0.7	dnr before sadm	-1	113	5.799805	50	24	37.79688	371.375	2.099609	4.299805	1	142	7.479492	85	27	null	1	1	no(M2 and SIP pres)	1
3,010	71.34296	0	female	0	8	591	ARF/MOSF w/Sepsis	ARF/MOSF	5	10	under $11k	9	18,782	14,517.0781	11,687.2188	17	white	20.898438	31	0.807983	0.743896	1	1	1	no	0.95	0.9	dnr before sadm	-1	60	10.898438	71	7	37.79688	164	3.199707	0.5	1.199951	145	7.489258	103	28	880	null	6	null	6
3,011	62.76797	0	female	0	10	587	ARF/MOSF w/Sepsis	ARF/MOSF	0	8	null	0	14,804	10,534.9922	9,117.66406	13.5	white	27.898438	48	0.754883	0.67688	1	0	0	no	0.98	0.95	no dnr	10	112	3.799805	80	16	38.09375	314.25	3	null	1.599854	142	7.229492	145	27	3,050	0	0	no(M2 and SIP pres)	0
3,012	77.38794	1	male	0	62	65	ARF/MOSF w/Sepsis	ARF/MOSF	2	14	$25-$50k	0	276,475	null	null	28	white	26.398438	45	0.632935	0.530884	15	1	0	no	0.8	0.5	dnr after sadm	56	63	8	109	24	37.59375	225	2.799805	null	1.399902	133	7.279297	171	27	3,893	4	2	adl>=4 (>=5 if sur)	2
3,013	44.65698	1	female	0	43	431	ARF/MOSF w/Sepsis	ARF/MOSF	0	12	null	0	162,599	101,252	88,088.6875	34.25	white	41.898438	92	0.409973	0.290955	28	0	0	no	0.6	0.5	no dnr	43	83	7.799805	62	22	35.79688	null	null	null	1.899902	140	null	97	51	2,000	0	0	SIP>=30	0
3,014	50.73798	1	male	0	19	350	ARF/MOSF w/Sepsis	ARF/MOSF	1	14	null	0	59,439	34,156.6875	30,673.1562	42.333313	white	35.796875	45	0.653931	0.555908	1	1	0	no	0.3	0.2	dnr after sadm	6	68	12.298828	70	8	36	154	null	null	0.699951	147	7.349609	149	18	846	null	0	no(M2 and SIP pres)	0
3,015	73.40497	0	female	0	34	583	ARF/MOSF w/Sepsis	ARF/MOSF	3	14	null	0	null	null	null	12.25	white	19.699219	33	0.836914	0.781982	1	0	0	no	0.7	0.55	no dnr	34	113	13.199219	110	28	36.09375	266.625	3.199707	8.199219	0.899902	140	7.469727	131	13	1,760	null	0	null	0
3,016	79.66296	1	male	1	24	24	ARF/MOSF w/Sepsis	ARF/MOSF	2	14	null	61	62,999	40,298.4688	34,925.5	30	white	26.5	25	0.344971	0.228973	1	0	0	yes	0.2	0.1	dnr after sadm	6	53	0.099991	145	22	38.39844	152.84375	2	0.699951	0.799927	150	7.329102	245	35	4,700	null	0	<2 mo. follow-up	0
3,017	69.08099	1	male	1	14	14	Coma	Coma	0	null	null	94	20,163	13,435.8359	12,427.9141	9	white	16.597656	28	0.411987	0.337952	1	0	0	no	0.3	0.25	dnr after sadm	2	49	11.798828	67	12	36.69531	167.5	2.699707	1.199951	1.5	136	7.359375	184	31	2,311	null	null	<2 mo. follow-up	2.091797
3,018	27.584	1	male	1	4	4	ARF/MOSF w/Sepsis	ARF/MOSF	1	12	$11-$25k	0	19,892	12,599.1016	10,366.0469	46	white	37	39	0.74292	0.662964	1	0	0	no	null	null	no dnr	4	51	14	120	46	38.5	235	2.399902	0.699951	1.799805	143	7.349609	152	38	2,304	null	null	<2 mo. follow-up	2.062988
3,019	86.26996	1	female	0	7	565	ARF/MOSF w/Sepsis	ARF/MOSF	3	8	$11-$25k	0	9,650	5,775.1953	5,304.49609	6	white	21	32	0.775879	0.702881	1	0	0	no	0.9	0.8	dnr after sadm	1	113	7.599609	70	16	36.69531	603.25	null	null	7.799805	142	7.109375	225	33	0	6	null	SIP>=30	4.527344
3,020	61.35199	0	female	0	54	575	ARF/MOSF w/Sepsis	ARF/MOSF	0	8	under $11k	0	234,324	137,719.875	111,101.25	42.75	white	20.097656	25	0.841919	0.787964	4	0	0	no	0.2	0.2	no dnr	54	70	17.5	144	11	39.79688	200	2.199707	0.199982	0.699951	141	7.319336	164	12	3,780	null	0	adl>=4 (>=5 if sur)	0
3,021	77.758	1	female	1	30	30	ARF/MOSF w/Sepsis	ARF/MOSF	2	6	under $11k	37	146,557	89,139.1875	77,811.75	42	black	20.097656	44	0.630981	0.528931	12	0	0	no	0.2	0.1	dnr after sadm	24	77	15.199219	124	36	38.09375	253.03125	2.899902	1.099854	1.899902	134	7.319336	224	81	1,225	null	null	<2 mo. follow-up	2.732422
3,022	80.35297	1	male	0	21	176	Coma	Coma	2	15	$11-$25k	44	29,080	20,074.9531	16,646.2969	19	white	27.199219	33	0.241974	0.175995	1	0	1	no	0.95	0.75	dnr after sadm	2	77	5.599609	60	20	36.09375	null	null	null	2.399902	133	null	82	61	null	null	7	adl>=4 (>=5 if sur)	7
3,023	84.22699	1	male	1	7	7	ARF/MOSF w/Sepsis	ARF/MOSF	1	null	null	0	36,814	20,278.5469	29,629.5	16	null	25.398438	22	0.546997	0.432983	13	0	0	yes	0.1	0	dnr after sadm	1	102	12.599609	80	20	36.09375	null	null	null	1.799805	136	null	163	36	null	null	null	<2 mo. follow-up	2.511719
3,024	82.63397	1	female	0	22	30	ARF/MOSF w/Sepsis	ARF/MOSF	3	12	$11-$25k	0	82,585	45,284.7188	44,555.9688	33.666657	white	32.296875	54	0.470947	0.35199	1	0	0	yes	0.2	0.15	no dnr	22	68	11.599609	150	24	40	136.65625	4.5	0.5	3.299805	138	7.519531	146	55	1,040	null	2	<2 mo. follow-up	2
3,025	59.03098	0	female	0	4	570	CHF	COPD/CHF/Cirrhosis	4	null	null	0	3,748	2,022.1465	1,725.2998	15	white	15.699219	33	0.911987	0.851929	1	0	0	no	null	null	no dnr	4	110	4.5	80	20	36.09375	338.0625	null	null	9.099609	141	7.289062	78	119	1,950	null	null	null	2.114746
3,026	49.95499	1	female	0	4	148	Lung Cancer	Cancer	1	14	under $11k	0	12,992	6,650.6328	3,013.5	16	black	19.097656	11	0.700928	0.414978	1	0	0	metastatic	null	null	no dnr	4	107	24.5	80	26	37.09375	77	null	null	0.5	134	7.439453	144	11	690	null	null	no(M2 and SIP pres)	2.111816
3,027	70.02594	0	male	0	5	569	ARF/MOSF w/Sepsis	ARF/MOSF	3	11	null	9	18,838	11,435.375	9,491.6875	10	white	22.296875	40	0.737915	0.655884	8	0	0	no	null	null	no dnr	5	67	8.298828	57	8	38.19531	156	4.599609	0.599976	1	140	7.329102	107	10	1,410	null	null	null	3.227051
3,028	50.87198	1	female	1	14	14	ARF/MOSF w/Sepsis	ARF/MOSF	2	18	null	9	60,732	36,637.6875	36,468.25	14.666664	white	24.097656	27	0.767944	0.69397	20	1	1	no	0.8	0.8	dnr after sadm	7	47	15.199219	77	9	36	154.53125	2.799805	0.299988	2.799805	134	7.349609	113	48	2,015	null	null	<2 mo. follow-up	4.767578
3,029	73.03198	0	male	0	29	564	Coma	Coma	2	null	null	100	83,542	46,609.1562	49,510.8438	12.75	white	31.597656	52	0.008999	0.003	7	1	0	no	0	0	no dnr	29	73	12.599609	72	4	36.29688	null	2.599609	0.299988	0.899902	138	null	143	31	260	null	null	null	3.789063
3,030	75.96997	1	female	0	6	140	Colon Cancer	Cancer	3	13	null	9	9,781	5,472.5625	5,109.79688	16	white	15.5	11	0.794922	0.565918	1	0	0	metastatic	0.6	0.1	dnr after sadm	1	133	11.798828	140	40	37.89844	235	null	null	0.899902	141	7.279297	138	16	3,239	1	null	SIP>=30	1.166748
3,031	100.849	1	female	0	6	26	ARF/MOSF w/Sepsis	ARF/MOSF	2	8	under $11k	9	10,535	5,857.9258	5,850.61719	26	white	20.097656	27	0.701904	0.611938	1	0	1	no	null	null	dnr after sadm	3	57	20.296875	70	25	36.69531	277.75	null	null	2.099609	132	7.399414	407	65	1,350	null	1	<2 mo. follow-up	1
3,032	89.56097	1	male	0	7	32	COPD	COPD/CHF/Cirrhosis	7	12	under $11k	0	10,879	7,056.1211	6,406.30859	9	white	18	51	0.691895	0.526978	1	1	0	yes	0.5	0.3	dnr before sadm	-1	67	15.099609	70	20	39.39844	233.3125	4.299805	0.5	2.399902	144	7.219727	176	36	3,600	1	5	<2 mo. follow-up	5
3,033	76.45197	0	male	0	3	563	CHF	COPD/CHF/Cirrhosis	5	16	$11-$25k	0	3,710	2,018.0147	2,550.81836	null	white	21.796875	39	0.753906	0.611938	1	1	0	yes	null	null	no dnr	3	60	6.599609	60	25	37.79688	232	null	null	1.199951	142	7.359375	98	21	null	0	null	no(M2 and SIP pres)	0.494751
3,034	86.71295	1	female	0	5	417	ARF/MOSF w/Sepsis	ARF/MOSF	0	12	under $11k	0	10,759	7,902.1875	6,759.37891	17	black	27.199219	36	0.655884	0.557983	1	0	0	no	1	1	no dnr	5	100	9.798828	100	20	35.89844	113.32812	null	null	1.599854	143	7.259766	208	41	900	0	null	no(M2 and SIP pres)	0.494751
3,035	88.099	1	female	1	4	4	COPD	COPD/CHF/Cirrhosis	3	12	null	41	6,003	3,062.8555	3,021.33984	16	white	25.597656	40	0.309998	0.129974	1	0	0	yes	0.05	0	dnr before sadm	-1	67	24.898438	160	30	40	157.5	null	null	1.899902	140	7.489258	166	78	2,510	null	null	<2 mo. follow-up	4.37207
3,036	73.08997	0	male	0	3	560	Colon Cancer	Cancer	1	15	>$50k	0	3,504	null	null	null	white	10.199219	13	0.880981	0.72998	1	0	0	metastatic	null	null	no dnr	3	51	16.398438	65	24	35.59375	null	2.699707	0.399963	0.699951	147	null	88	22	3,020	null	null	no(M2 and SIP pres)	1.600342
3,037	41.06	1	male	1	11	11	Cirrhosis	COPD/CHF/Cirrhosis	4	12	null	9	34,565	22,094.8281	16,700.625	14.5	white	16.699219	11	0.890991	0.816895	1	0	0	no	0.5	0.3	dnr after sadm	11	66	10.898438	66	22	36.59375	73	3.899902	null	1.699951	139	7.459961	132	31	3,420	null	1	<2 mo. follow-up	1
3,038	79.38696	0	female	0	8	559	CHF	COPD/CHF/Cirrhosis	3	null	null	0	10,367	6,241.707	5,594.46875	11.5	white	19.699219	24	0.81897	0.706909	1	0	0	no	0.93	0.9	no dnr	8	60	16.296875	106	24	36.89844	250	2.699707	0.5	0.699951	151	7.349609	222	35	1,060	null	null	null	3.145508
3,039	88.04095	1	female	0	12	129	CHF	COPD/CHF/Cirrhosis	2	12	>$50k	9	14,197	7,723.1719	6,765.10938	16.5	white	19.398438	26	0.764893	0.626953	1	0	0	no	0.75	0.65	no dnr	12	105	10	85	20	36	null	4.099609	0.299988	1.299805	133	null	164	9	null	null	1	no(M2 and SIP pres)	1
3,040	72.02496	0	male	0	14	557	ARF/MOSF w/Sepsis	ARF/MOSF	5	11	null	9	26,558	15,732.0469	13,939.625	12.666664	white	30.5	34	0.547974	0.434998	1	1	0	yes	0.95	0.9	no dnr	14	73	9.599609	70	20	36.69531	null	null	null	2.599609	140	null	168	53	275	1	1	SIP>=30	1
3,041	63.95599	1	female	0	15	78	ARF/MOSF w/Sepsis	ARF/MOSF	1	17	$25-$50k	0	23,886	16,045.0391	12,984.2344	13.666664	black	42.398438	71	0.392944	0.273987	1	0	0	no	0.75	0.7	no dnr	15	111	11.199219	70	12	36.09375	312	2.5	null	0.599976	137	7.5	147	23	980	0	0	SIP>=30	0
3,042	59.129	1	male	0	20	94	ARF/MOSF w/Sepsis	ARF/MOSF	2	16	null	0	71,912	null	null	36.333313	white	35.898438	42	0.603882	0.496948	1	1	0	no	0.6	0.55	no dnr	20	51	12.699219	76	24	36.09375	612	2.899902	0.299988	2.599609	146	7.119141	86	41	2,000	null	0	no(M2 and SIP pres)	0
3,043	44.78	0	male	0	7	552	Colon Cancer	Cancer	1	17	>$50k	0	9,059	4,849.8164	4,319.27734	6	black	17.898438	16	0.840942	0.650879	1	0	0	metastatic	0.99	0.75	no dnr	7	107	10.298828	80	26	36.29688	176.65625	3.099609	0.399963	3.899902	143	7.419922	193	90	521	0	0	no(M2 and SIP pres)	0
3,044	33.73898	1	female	1	37	37	Cirrhosis	COPD/CHF/Cirrhosis	3	16	>$50k	0	156,416	93,311.875	85,475.5	33.25	white	21.097656	39	0.889893	0.815918	1	0	0	no	0.9	0.9	dnr after sadm	35	49	5.199219	138	52	38.09375	131	1.899902	null	2.399902	138	7.259766	160	52	1,937	0	0	<2 mo. follow-up	0
3,045	63.39798	0	female	0	8	551	COPD	COPD/CHF/Cirrhosis	5	12	null	0	10,480	6,736.8789	6,319.29688	5.5	white	25.597656	63	0.804932	0.684937	1	1	0	no	0.7	0.5	no dnr	8	48	18.097656	131	14	39.19531	140	2.699707	null	1.399902	148	7.349609	164	19	2,095	1	null	no(M2 and SIP pres)	1.166748
3,046	74.58997	0	female	0	23	551	COPD	COPD/CHF/Cirrhosis	3	12	under $11k	9	30,041	16,481.7656	15,869.3984	13.333328	white	24.097656	36	0.724976	0.570923	1	0	1	no	0.5	0.3	dnr after sadm	1	60	14.798828	80	13	36.69531	405	3.299805	0.899902	1.399902	151	7.469727	92	67	3,775	null	null	adl>=4 (>=5 if sur)	5.701172
3,047	43.93399	0	female	0	11	551	ARF/MOSF w/Sepsis	ARF/MOSF	2	12	$11-$25k	0	40,720	28,689.8125	23,171	32.5	black	24.199219	22	0.86499	0.817993	1	1	0	no	0.7	0.65	no dnr	11	46	8.5	71	24	36.09375	217.5	3.699707	0.899902	1.699951	143	7.419922	119	19	3,835	null	0	no(M2 and SIP pres)	0
3,048	74.54095	1	male	1	17	17	Colon Cancer	Cancer	2	17	null	0	28,086	16,028.0312	22,764.7188	18.666656	white	21.5	37	0.7229	0.447998	1	1	0	metastatic	0.5	0.2	dnr after sadm	16	64	6.5	55	15	36.39844	376.625	null	0.5	0.899902	136	7.449219	314	15	380	1	1	<2 mo. follow-up	1
3,049	61.76297	1	female	1	7	7	COPD	COPD/CHF/Cirrhosis	3	null	null	0	9,606	4,910.543	4,906.23828	8	white	25.296875	17	0.723999	0.56897	1	0	0	metastatic	0	0	dnr after sadm	1	51	9.898438	126	20	39.09375	85.70312	2.5	1.599854	0.699951	149	7.369141	404	11	6,020	null	null	<2 mo. follow-up	3.388672
3,050	31.75899	0	female	0	9	550	ARF/MOSF w/Sepsis	ARF/MOSF	2	14	>$50k	0	13,281	9,716.3906	10,160.5859	14.5	white	21.199219	25	0.891968	0.853882	1	0	0	yes	1	0.98	no dnr	9	103	6.799805	80	20	36.09375	185	null	null	1.799805	136	7.329102	124	42	785	0	0	no(M2 and SIP pres)	0
3,051	80.73395	1	female	0	13	485	CHF	COPD/CHF/Cirrhosis	5	12	null	0	13,755	8,092.8984	7,498.60938	6.5	white	20.898438	34	0.748901	0.60498	1	1	0	yes	0.9	0.75	no dnr	13	70	10.5	100	12	38.5	150	2.199707	0.5	1	137	7.389648	110	13	2,660	2	5	no(M2 and SIP pres)	5
3,052	57.44299	0	male	0	6	544	CHF	COPD/CHF/Cirrhosis	5	12	>$50k	0	16,060	9,673.1953	9,316.52344	26	white	22.097656	36	0.860962	0.769897	1	1	0	no	0.9	0.65	no dnr	6	63	24.296875	80	8	36.89844	191.65625	1.699951	null	1.399902	132	7.489258	279	30	4,375	0	null	no(M2 and SIP pres)	0.494751
3,053	90.409	1	female	0	9	47	CHF	COPD/CHF/Cirrhosis	5	null	under $11k	0	15,787	9,226.8359	9,466.40625	15	white	25.398438	38	0.666992	0.492981	1	0	0	no	0.6	0.5	dnr after sadm	1	105	7.399414	71	20	36.29688	null	3.199707	0.699951	1.699951	142	null	116	29	null	null	null	<2 mo. follow-up	4.740234
3,054	64.47595	1	male	0	55	215	Coma	Coma	3	12	under $11k	41	69,165	43,183.8125	54,610.9062	15.5	white	22	34	0.567993	0.500977	1	0	0	no	0.2	0.1	no dnr	55	46	14.5	59	12	38.59375	423.3125	2.299805	null	0.699951	142	7.329102	174	19	2,250	null	null	adl>=4 (>=5 if sur)	2.977051
3,055	91.55896	1	female	1	11	11	Coma	Coma	1	6	under $11k	41	10,485	6,151.1875	5,817.13672	20	white	28.398438	43	0.128998	0.081985	1	0	1	no	0.1	0.02	dnr before sadm	0	115	12.298828	69	28	35.79688	148.3125	null	null	0.899902	134	7.429688	107	10	1,300	null	7	<2 mo. follow-up	7
3,056	73.69995	1	male	0	14	212	ARF/MOSF w/Sepsis	ARF/MOSF	2	12	$25-$50k	0	25,804	15,467.3672	14,347.2891	10	white	29	38	0.541992	0.426941	1	1	0	metastatic	0.05	0.02	dnr after sadm	5	73	26	110	12	36	70	2.299805	0.5	1.599854	143	7.469727	149	20	949	null	null	no(M2 and SIP pres)	3.779297
3,057	72.41095	1	male	1	16	16	ARF/MOSF w/Sepsis	ARF/MOSF	1	12	$11-$25k	0	67,720	48,275.4062	38,954.9688	35.333313	white	35	84	0.488953	0.370972	4	1	0	no	0.3	0.2	dnr after sadm	14	103	6.299805	80	20	36.09375	null	4.399414	0.599976	5.899414	135	null	91	82	975	1	null	<2 mo. follow-up	1.166748
3,058	46.06699	0	male	0	12	538	ARF/MOSF w/Sepsis	ARF/MOSF	1	16	$25-$50k	0	25,496	16,835.1719	14,268.125	14	hispanic	16.398438	28	0.922974	0.894897	1	1	0	no	1	1	no dnr	12	93	6.599609	96	28	36.5	null	null	null	0.599976	137	null	96	11	2,220	0	0	no(M2 and SIP pres)	0
3,059	87.63599	1	female	0	15	150	ARF/MOSF w/Sepsis	ARF/MOSF	1	10	under $11k	0	25,788	16,038.0859	16,481.7188	16.333328	white	15.699219	29	0.843994	0.790894	1	1	0	no	0	0	no dnr	15	117	13.298828	80	25	37.79688	null	2.099609	0.399963	4.299805	145	null	118	116	2,050	2	1	adl>=4 (>=5 if sur)	1
3,060	72.46295	1	female	0	10	291	ARF/MOSF w/Sepsis	ARF/MOSF	3	10	null	0	15,090	8,748.4688	9,523.88281	17	white	29.699219	49	0.605957	0.498962	1	1	0	yes	0.7	0.6	no dnr	10	79	6.599609	117	25	38.09375	null	null	0.299988	0.5	130	null	307	2	2,675	1	2	no(M2 and SIP pres)	2
3,061	76.71497	1	male	0	14	517	CHF	COPD/CHF/Cirrhosis	5	16	>$50k	9	20,323	11,287.5625	10,315.9766	9.666664	white	37.695313	40	0.397949	0.200989	1	0	0	no	0.7	0.6	no dnr	14	52	7.899414	106	10	38.5	null	null	21	1.099854	138	null	330	null	735	0	6	no(M2 and SIP pres)	6
3,062	69.75995	0	male	0	19	534	Cirrhosis	COPD/CHF/Cirrhosis	4	12	$11-$25k	0	54,999	36,966.5938	30,630.125	23.666656	white	23.597656	48	0.656982	0.47998	1	0	0	no	0.3	0.1	dnr after sadm	13	87	15.898438	80	20	37	null	3.399902	0.5	1.099854	139	null	196	17	1,500	1	0	no(M2 and SIP pres)	0
3,063	90.84198	1	female	0	7	171	CHF	COPD/CHF/Cirrhosis	6	null	null	0	8,074	4,425.0781	4,210.80859	10	white	16.796875	31	0.771973	0.636963	1	1	1	yes	0.9	0.6	dnr before sadm	0	72	10.898438	72	24	36.19531	225.6875	null	null	1.899902	141	7.399414	133	58	2,300	null	4	adl>=4 (>=5 if sur)	4
3,064	57.133	0	female	0	7	532	ARF/MOSF w/Sepsis	ARF/MOSF	1	14	$25-$50k	0	17,320	11,057.3828	9,200.57812	18	white	19.5	46	0.879883	0.837891	1	1	0	no	0.8	0.7	no dnr	7	83	7.899414	70	30	36.09375	190.46875	3.599609	0.799927	1	142	7.459961	117	27	500	0	0	no(M2 and SIP pres)	0
3,065	79.64697	1	male	0	6	270	CHF	COPD/CHF/Cirrhosis	5	14	$11-$25k	0	7,423	3,945.709	3,609.30859	7	white	20.699219	28	0.702881	0.540894	1	1	0	metastatic	0.75	0.5	dnr after sadm	2	65	7.099609	60	18	36.19531	null	null	null	2.299805	134	null	283	51	1,700	2	1	adl>=4 (>=5 if sur)	1
3,066	84.15594	0	female	0	13	526	COPD	COPD/CHF/Cirrhosis	3	16	under $11k	0	30,009	19,574.5	16,739.9688	31	white	20.699219	32	0.741943	0.593994	1	1	0	no	0.95	0.75	dnr after sadm	11	109	23.5	50	10	36.39844	224.4375	null	1.399902	1.099854	140	7.529297	167	18	2,675	1	5	adl>=4 (>=5 if sur)	5
3,067	74.74896	1	male	1	7	7	Coma	Coma	2	16	null	100	22,690	13,871.0312	13,232.1172	13	white	25.699219	47	0.092987	0.054993	1	0	0	no	0.2	0.1	dnr after sadm	5	69	5.299805	65	24	36.59375	161.65625	null	null	3	139	7.189453	99	42	1,500	null	1	<2 mo. follow-up	1
3,068	89.71399	0	male	0	22	524	ARF/MOSF w/Sepsis	ARF/MOSF	1	17	null	0	48,745	34,818.8125	28,514.3281	42	white	40.195313	52	0.195984	0.103989	1	0	0	yes	0.1	0.1	no dnr	22	113	14	70	20	38.29688	247.59375	2.899902	0.599976	1	130	7.519531	171	17	6,625	null	0	no(M2 and SIP pres)	0
3,069	63.51297	0	female	0	37	523	ARF/MOSF w/Sepsis	ARF/MOSF	2	null	under $11k	0	193,988	null	null	36.75	white	29	63	0.659912	0.56189	10	0	0	no	0.8	0.7	dnr after sadm	14	53	8.898438	120	20	37	196.28125	null	null	1.099854	148	7.269531	136	43	null	null	1	adl>=4 (>=5 if sur)	1
3,070	75.92096	0	male	0	7	522	COPD	COPD/CHF/Cirrhosis	2	13	$11-$25k	0	17,128	10,540.1797	8,673.13281	14	white	19.5	38	0.814941	0.700928	1	0	0	no	0.85	0.75	no dnr	7	100	14	70	30	36.09375	428.5625	4.199219	0.699951	1.199951	139	7.539062	118	12	null	0	0	no(M2 and SIP pres)	0
3,071	67.38696	0	female	0	13	521	ARF/MOSF w/Sepsis	ARF/MOSF	2	12	$11-$25k	9	50,514	30,673.5781	27,778.4688	15.5	white	17.796875	22	0.806885	0.74292	16	1	0	no	0.8	0.95	dnr after sadm	2	87	9.5	80	20	36.09375	null	2.599609	null	1.099854	132	null	81	23	null	6	6	no(M2 and SIP pres)	6
3,072	92.57196	1	male	0	6	24	Colon Cancer	Cancer	1	7	$11-$25k	9	5,912	3,369.0644	5,725.19922	6	white	16.296875	25	0.744995	0.481995	1	0	0	metastatic	0.5	0.25	dnr after sadm	1	72	13.199219	66	22	36.69531	null	null	1	0.699951	134	null	132	8	null	null	null	<2 mo. follow-up	3.660645
3,073	78.97296	0	male	0	9	520	ARF/MOSF w/Sepsis	ARF/MOSF	3	12	$11-$25k	0	45,546	27,270.8125	30,935.4688	13	white	26.5	40	0.496948	0.378967	6	0	0	metastatic	0.5	0.5	no dnr	9	77	5	110	20	36.09375	392.5625	null	null	1.199951	135	7.449219	112	21	1,100	0	0	no(M2 and SIP pres)	0
3,074	65.711	0	male	0	10	517	ARF/MOSF w/Sepsis	ARF/MOSF	2	null	null	0	20,463	14,977.1953	11,637.0078	16.5	white	25.597656	51	0.779907	0.708984	1	1	0	no	0.8	0.6	no dnr	10	87	5.199219	80	25	36.09375	null	null	1.5	1.699951	143	null	111	46	null	0	1	no(M2 and SIP pres)	1
3,075	71.11597	1	male	1	12	12	Lung Cancer	Cancer	5	0	under $11k	0	15,720	8,923.6016	7,533.73828	16.5	white	29.296875	28	0.370972	0.085999	1	0	0	metastatic	0.65	0.4	no dnr	12	63	13.398438	114	20	36.09375	177.53125	2.599609	0.399963	3.599609	142	7.379883	157	79	3,550	null	6	<2 mo. follow-up	6
3,076	79.67694	1	male	0	11	96	CHF	COPD/CHF/Cirrhosis	3	12	$11-$25k	0	11,104	6,684.3984	6,057.19922	6	white	25.296875	40	0.728882	0.576904	1	0	0	no	0.4	0.1	no dnr	11	46	15.199219	71	16	35.39844	168.5625	2.5	2	5.599609	128	7.289062	83	56	0	0	0	adl>=4 (>=5 if sur)	0
3,077	78.34399	0	male	0	42	515	ARF/MOSF w/Sepsis	ARF/MOSF	1	null	null	0	171,445	92,540.1875	91,492.6875	52.25	white	29	51	0.658936	0.560913	1	1	0	no	0.1	0.1	no dnr	42	43	10.398438	107	14	38.29688	130	2	null	1.699951	136	7.40918	284	16	8,404	null	null	no(M2 and SIP pres)	2.36377
3,078	77.85895	0	male	0	15	514	ARF/MOSF w/Sepsis	ARF/MOSF	4	16	$25-$50k	0	42,725	28,351.5156	23,872.6562	28.333328	white	27.5	58	0.628906	0.525879	1	1	0	yes	0.5	0.2	no dnr	15	77	13.898438	70	20	37.89844	null	3.299805	1.299805	1.299805	135	null	130	12	1,300	null	null	null	3.681152
3,079	75.88196	1	male	0	14	268	ARF/MOSF w/Sepsis	ARF/MOSF	3	null	null	0	38,838	28,448.0156	23,182.7188	27.333328	white	34.398438	56	0.540894	0.426941	1	0	0	no	0.8	0.8	no dnr	14	55	2.599609	105	20	36.79688	420	1.5	0.799927	0.599976	141	7.429688	86	13	1,900	null	0	null	0
3,080	79.63599	0	male	0	10	513	CHF	COPD/CHF/Cirrhosis	3	null	null	0	17,408	10,100.2578	10,285.5781	17.5	white	24.597656	32	0.741943	0.593994	1	1	0	no	0.9	0.5	no dnr	10	57	23.398438	70	25	36.69531	195.21875	null	null	2	145	7.359375	224	50	1,780	1	0	adl>=4 (>=5 if sur)	0
3,081	53.952	1	male	0	4	464	ARF/MOSF w/Sepsis	ARF/MOSF	4	12	$11-$25k	0	13,302	10,411.4531	7,114.89844	16	black	18.097656	47	0.897949	0.861938	1	0	0	no	null	null	no dnr	4	117	17.898438	100	20	38.29688	130	null	null	0.899902	151	7.149414	121	26	30	null	null	no(M2 and SIP pres)	2.271973
3,082	83.81396	1	male	1	7	7	ARF/MOSF w/Sepsis	ARF/MOSF	3	12	$25-$50k	0	27,338	19,948.9062	16,185.2344	34.5	white	38.898438	61	0.355957	0.238983	1	0	1	no	0.7	0.7	dnr after sadm	1	137	16.5	66	10	36.89844	120	3.599609	0.799927	0.699951	136	7.379883	315	15	2,680	null	6	<2 mo. follow-up	6
3,083	56.63498	0	female	0	26	506	ARF/MOSF w/Sepsis	ARF/MOSF	1	12	$25-$50k	0	119,068	69,944.5625	57,625.0938	38.5	white	28.398438	48	0.770996	0.697998	1	0	0	no	0.8	0.87	no dnr	26	62	10.199219	72	12	35.69531	null	null	null	1.199951	130	null	105	20	850	null	0	null	0
3,084	72.94196	1	female	1	5	5	COPD	COPD/CHF/Cirrhosis	3	null	null	0	16,909	10,511.6953	10,333.25	17	white	42.398438	74	0.221985	0.072998	1	0	0	yes	0.1	0.05	no dnr	5	97	12.199219	110	25	35.79688	420	3.199707	0.399963	0.699951	144	7.449219	158	11	null	null	null	<2 mo. follow-up	2.996094
3,085	70.07495	1	male	0	7	152	Lung Cancer	Cancer	3	19	$11-$25k	0	8,271	4,555.8086	3,788.14844	3.5	white	12.5	16	0.777954	0.536987	1	0	0	metastatic	0.5	0.25	dnr after sadm	4	79	6	70	24	36.29688	136.71875	3	0.399963	1	138	7.479492	146	17	1,850	0	0	null	0
3,086	70.21497	1	female	1	13	13	ARF/MOSF w/Sepsis	ARF/MOSF	0	12	null	0	55,557	39,851.4688	31,419.3125	41.5	white	25	35	0.772949	0.699951	1	0	0	no	0.9	0.9	dnr after sadm	10	107	3.799805	80	20	36.69531	null	null	null	4.599609	135	null	105	53	825	null	1	<2 mo. follow-up	1
3,087	44.65997	0	female	0	25	499	ARF/MOSF w/Sepsis	ARF/MOSF	1	12	null	0	94,668	63,825.6875	52,166.375	33	black	25.5	32	0.823975	0.764893	4	0	0	no	0.6	0.6	no dnr	25	117	6.5	82	20	35.89844	309.5	null	null	3.5	142	7.389648	226	55	5,860	null	0	no(M2 and SIP pres)	0
3,088	70.44995	0	female	0	7	499	COPD	COPD/CHF/Cirrhosis	3	null	null	0	6,921	3,909.4043	3,958.57812	5	white	16.699219	12	0.842896	0.741943	1	0	0	yes	0.9	0.9	no dnr	7	67	6.799805	64	12	36.39844	155.09375	null	0.399963	2.399902	141	7.329102	90	64	2,360	null	null	null	2.383301
3,089	64.89294	1	male	1	3	3	MOSF w/Malig	ARF/MOSF	1	12	$25-$50k	0	37,234	18,465.0625	17,193.8906	64	white	37.296875	47	0.260986	0.155975	1	0	0	metastatic	null	null	dnr after sadm	3	64	6.5	63	30	38.19531	126.65625	3.599609	1.099854	1.399902	143	7.399414	86	30	1,885	null	null	<2 mo. follow-up	2.459961
3,090	66.37598	1	female	0	7	33	CHF	COPD/CHF/Cirrhosis	5	10	null	0	8,253	4,674.8828	4,148.16797	6	black	19.398438	32	0.863892	0.775879	1	0	1	no	0.6	0.3	no dnr	7	60	17.5	40	20	35.79688	null	null	null	2.299805	150	null	98	93	925	null	6	<2 mo. follow-up	6
3,091	71.80798	1	male	1	7	7	Cirrhosis	COPD/CHF/Cirrhosis	3	16	$11-$25k	0	11,112	5,896.1367	4,721.4375	6.5	white	19.597656	26	0.590942	0.399963	1	0	0	metastatic	0.5	0.1	dnr after sadm	1	107	11.599609	116	28	35.29688	286.625	2.399902	null	0.699951	130	7.419922	260	21	null	0	5	<2 mo. follow-up	5
3,092	77.32794	1	male	1	14	14	MOSF w/Malig	ARF/MOSF	2	16	$25-$50k	0	38,514	null	null	11	white	31.296875	62	0.5	0.382996	1	0	0	yes	0.3	0.05	dnr after sadm	12	75	19.699219	108	32	35	240	1.799805	2.399902	4.399414	131	7.30957	214	67	285	null	0	<2 mo. follow-up	0
3,093	64.63196	0	female	0	11	495	Lung Cancer	Cancer	1	13	$25-$50k	0	13,459	7,567.1641	6,809.6875	13	white	30.398438	24	0.359985	0.078995	1	0	0	metastatic	0.5	0.05	no dnr	11	60	6.199219	75	22	36.59375	714.25	3.199707	0.5	0.599976	137	7.069336	400	10	9,000	1	1	no(M2 and SIP pres)	1
3,094	29.29799	0	male	0	13	492	ARF/MOSF w/Sepsis	ARF/MOSF	1	10	$25-$50k	0	null	null	null	39	white	20.796875	38	0.899902	0.863892	7	0	0	no	0.8	0.8	null	null	116	10.699219	74	20	38.19531	272	3.699707	1.099854	0.899902	150	7.449219	209	30	690	null	0	no(M2 and SIP pres)	0
3,095	74.06195	1	male	1	25	25	ARF/MOSF w/Sepsis	ARF/MOSF	2	14	$25-$50k	41	87,620	55,738.7812	50,875.25	38.5	white	23.097656	49	0.651978	0.552979	1	0	0	no	0.1	0.05	dnr after sadm	22	64	19.699219	60	24	37.39844	76.65625	null	null	1.899902	135	7.269531	331	40	3,310	null	1	<2 mo. follow-up	1
3,096	63.22198	1	male	0	8	225	Cirrhosis	COPD/CHF/Cirrhosis	4	13	under $11k	0	11,623	6,085.7773	5,021.25781	5.5	white	17.898438	13	0.803955	0.68396	1	1	0	no	0.75	0.5	no dnr	8	43	11.699219	70	20	35.59375	135	null	null	2	139	7.439453	93	54	1,075	3	3	no(M2 and SIP pres)	3
3,097	83.65198	0	female	0	9	492	ARF/MOSF w/Sepsis	ARF/MOSF	0	null	null	0	21,889	14,486.3828	11,581.4766	15.5	null	26.898438	34	0.677979	0.583984	1	0	0	no	1	1	no dnr	9	76	17.5	114	28	36.39844	322.1875	2	2.399902	0.799927	141	7.439453	101	21	910	null	null	no(M2 and SIP pres)	3.121094
3,098	70.08899	0	female	0	8	491	CHF	COPD/CHF/Cirrhosis	4	12	$11-$25k	0	8,502	4,805.1172	5,592.79688	9.5	white	25.398438	35	0.771973	0.636963	1	1	0	no	0.6	0.4	no dnr	8	107	10.398438	90	20	37	220	null	null	1.5	140	7.449219	179	23	800	0	0	no(M2 and SIP pres)	0
3,099	82.57098	0	female	0	5	490	CHF	COPD/CHF/Cirrhosis	3	8	null	0	5,274	2,972.1348	2,830.97852	20	white	20.296875	32	0.797974	0.674927	1	1	0	no	0.8	0.65	no dnr	5	117	18.097656	140	30	40.19531	162.5	4	0.599976	1.099854	141	7.459961	151	19	1,625	2	2	no(M2 and SIP pres)	2
3,100	74.21796	1	male	0	7	207	CHF	COPD/CHF/Cirrhosis	4	12	$25-$50k	0	10,267	5,255.0938	4,792.94922	5	white	20.199219	50	0.829956	0.7229	1	1	0	no	0.91	0.9	no dnr	7	55	14.599609	80	8	37.69531	374.25	2.199707	0.699951	1.599854	136	7.319336	261	44	1,970	1	1	SIP>=30	1

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