Datasets:

xpertsystems
/

hc-end-005-sample

patient_id string	sku string	age_at_baseline float64	sex string	race_ethnicity string	insurance_type string	ses_index float64	food_insecurity_flag int64	urban_flag int64	mets_cluster int64	mets_cluster_label string	mets_idf_flag int64	mets_ncep_flag int64	mets_z_score float64	mets_component_count int64	mets_duration_years float64	bmi_kg_m2 float64	weight_kg float64	height_cm float64	waist_circumference_cm float64	waist_hip_ratio float64	body_fat_pct float64	visceral_fat_area_cm2 float64	subcutaneous_fat_area_cm2 float64	visceral_adiposity_index float64	lip_accum_product float64	waist_criterion int64	total_cholesterol_mgdl float64	ldl_mgdl float64	hdl_mgdl float64	triglycerides_mgdl float64	vldl_mgdl float64	non_hdl_mgdl float64	apob_mg_dl float64	lipoprotein_a_nmol_l float64	sdldl_mgdl float64	tg_hdl_ratio float64	remnant_cholesterol_mgdl float64	tg_criterion int64	hdl_criterion int64	statin_flag int64	statin_type string	statin_ldl_reduction_pct int64	fibrate_flag int64	fibrate_tg_reduction_pct float64	fibrate_hdl_increase_pct float64	omega3_supplement_flag int64	fasting_glucose_mgdl float64	hba1c_pct float64	fasting_insulin_uIU_ml float64	homa_ir float64	homa_b float64	ogtt_2hr_glucose_mgdl float64	t2dm_flag int64	prediabetes_flag int64	fg_criterion int64	metformin_flag int64	glp1_agonist_flag int64	sglt2_inhibitor_flag int64	insulin_flag int64	glp1_mace_relative_risk float64	sglt2_hf_relative_risk float64	sbp_mmhg float64	dbp_mmhg float64	sbp_treated_mmhg float64	dbp_treated_mmhg float64	pulse_pressure_mmhg float64	map_mmhg float64	hypertension_flag int64	sbp_criterion int64	bp_criterion int64	bp_medication_class string	bp_control_flag int64	abpm_flag int64	nocturnal_dip_flag int64	ascvd_10yr_risk_pct float64	score2_10yr_risk_pct float64	framingham_risk_score float64	cvd_risk_category string	mace_flag int64	mace_years_to_event float64	coronary_artery_disease_flag int64	stroke_flag int64	atrial_fibrillation_flag int64	carotid_imt_mm float64	coronary_calcium_score int64	hs_crp_mg_l float64	nt_probnp_pg_ml float64	troponin_i_ng_ml float64	adiponectin_ug_ml float64	leptin_ng_ml float64	leptin_resistance_flag int64	il6_pg_ml float64	tnf_alpha_pg_ml float64	resistin_ng_ml float64	visfatin_ng_ml float64	omentin1_ng_ml float64	egfr_ml_min_173m2 float64	uacr_mg_g float64	ckd_flag int64	alt_u_l float64	ast_u_l float64	ggt_u_l float64	liver_fibrosis_fib4 float64	nafld_flag int64	nash_flag int64	uric_acid_mgdl float64	hyperuricemia_flag int64	hypothyroidism_flag int64	tsh_uIU_ml float64	cortisol_am_ug_dl float64	osa_flag int64	ahi_events_per_hour float64	depression_flag int64	phq9_score int64	anxiety_flag int64	stress_pss_score int64	smoking_status string	alcohol_drinks_per_week int64	diet_pattern string	diet_quality_score float64	physical_activity_level string	exercise_min_per_week float64	vo2max_ml_kg_min float64	sedentary_hours_per_day float64	steps_per_day int64	sleep_hours_per_night float64	intervention_type string	lifestyle_arm string	dietary_adherence_pct float64	caloric_deficit_kcal_day int64	weight_loss_achieved_1yr_pct float64	metformin_intervention_flag int64	intervention_adherence_pct float64	mets_resolution_1yr_flag int64	mets_resolution_3yr_flag int64	mets_resolution_5yr_flag int64	pcp_visits_per_year int64	endocrinology_referral_flag int64	dietitian_referral_flag int64	hospitalization_flag int64	total_healthcare_cost_usd int64	medication_adherence_pct float64	quality_of_life_eq5d float64	icd10_primary string	loinc_glucose string	loinc_hba1c string	loinc_sbp string
HC005-00000001	HC-END-005	55.7	Male	Black	Medicare	1.3	1	1	0	Metabolically_Healthy	0	0	0.188	1	0	30.8	92.6	173.5	98.6	1.04	33.5	50	384.1	6.48	63.5	0	130	51.2	42.7	119.6	23.9	87.3	50	25.8	10	2.8	54.4	0	0	1	Atorvastatin	60	0	0	0	0	93.9	6.7	29.3	6.79	331.1	175.9	1	0	0	1	1	0	1	0.87	1	145.8	90.6	145.8	90.6	55.2	109	1	1	1	null	0	0	1	0.5	0.5	1	Low	0	47.11	0	0	0	0.621	1	1.37	554.6	0.0078	22.4	31.7	1	1.88	6.85	6.46	3.21	273	123.7	8.5	0	17.9	8	35.5	1.052	0	0	4.9	0	0	3.14	18.1	0	1.5	0	3	1	17	Current	5	Mediterranean	74.3	Sedentary	8	18.9	17.5	1,129	4.9	Combined	DASH	80.7	530	7.6	1	95.3	0	0	0	2	1	0	0	16,969	78.3	0.913	R73.09	2345-7	4548-4	8480-6
HC005-00000002	HC-END-005	39.5	Male	Other	Medicaid	6	0	1	0	Metabolically_Healthy	0	0	0.345	1	0	23.6	74.8	178.2	83.8	1.14	21.2	50	176.9	5.14	43.6	0	342.4	186.8	47.8	539.1	107.8	294.6	129.9	5	80	11.28	200	1	0	0	null	0	0	0	0	0	90.8	4.9	18.6	4.16	232	141.8	0	0	0	0	0	0	0	1	1	126.4	80.3	126.4	80.3	46.1	95.6	1	0	0	null	0	0	1	0.5	1.31	1.27	Low	0	23.17	0	0	0	0.711	2	6.07	76.9	0.001	23.6	42.1	1	2.85	4.21	5.71	4.29	303.4	119.2	43.8	1	25.2	32.7	70.6	2.575	0	0	7.9	1	0	3.73	22.1	0	3.2	0	0	0	8	Former	4	Mixed	61.2	Very_Active	330	42.5	13.1	16,000	8.3	Control	null	74.6	630	1.26	0	71.8	0	0	0	3	0	1	0	9,930	81	1	R73.09	2345-7	4548-4	8480-6
HC005-00000003	HC-END-005	61	Female	Hispanic	Medicaid	9	0	1	0	Metabolically_Healthy	0	0	-0.432	0	0	24	63.4	162.7	84.6	1.06	37.4	81.8	499.4	7.13	105.7	0	200.4	129.7	50.7	100.2	20	149.7	80.4	7.7	34.1	1.98	45.5	0	0	1	Pravastatin	40	0	0	0	0	89.1	5.1	6.2	1.37	82.4	181.3	0	0	0	0	0	0	0	1	1	110.4	74.8	110.4	74.8	35.6	86.6	0	0	0	null	1	0	0	0.5	0.55	1	Low	0	27.58	0	0	0	0.738	37	0.8	291.4	0.0042	22.8	45.3	1	42.16	11.8	6.36	23.41	263.9	93.5	7.8	0	37.6	29.3	59.7	2.918	0	0	8.4	1	0	1.78	10.9	0	3.9	0	8	0	15	Never	2	Low_carb	59.7	Active	274	28.3	14.1	16,000	7.6	Pharmacotherapy	null	83.6	569	6.03	0	66.7	0	0	0	1	0	1	0	1,500	76.1	0.948	R73.09	2345-7	4548-4	8480-6
HC005-00000004	HC-END-005	63.3	Male	Black	Medicaid	6.6	0	1	0	Metabolically_Healthy	0	0	0.445	2	0	29.4	92.3	177.1	92.1	1.12	33.7	99.2	414.3	9.17	33.2	0	200.5	157.4	20	115.9	23.2	180.5	109.7	8.2	42	5.79	52.7	0	1	0	null	0	0	0	0	0	83.9	5.3	39.7	8.22	450	136.6	0	0	0	0	0	0	0	1	1	153.5	95.6	144.7	85.3	57.8	114.9	1	1	1	ARB	0	1	0	0.5	0.78	4.43	Low	0	43.52	0	0	0	0.825	9	2.17	99.3	0.0013	20.4	51.9	1	4.81	23.19	4.46	32.83	110.5	82.3	5.3	0	27.6	13	52.6	1.56	0	0	6.6	0	0	2.58	9.3	0	2	1	9	0	0	Current	0	Western	27	Very_Active	403	36.3	11.1	16,000	5.4	Pharmacotherapy	null	43.1	150	6.27	0	84.9	0	0	0	6	0	1	0	12,928	94.7	0.956	R73.09	2345-7	4548-4	8480-6
HC005-00000005	HC-END-005	30	Male	White	Private	5.9	0	0	0	Metabolically_Healthy	0	0	-0.301	1	0	23.8	81.7	185.1	91.1	1.1	19.3	50	203.2	5.56	46.3	0	203.7	115.9	54.4	166.8	33.4	149.3	81	16.5	28.6	3.07	75.8	1	0	0	null	0	0	0	0	1	78.6	4.6	11.9	2.3	257.6	129	0	0	0	0	0	0	0	1	1	117.4	79.9	95.9	75.1	37.5	92.4	0	0	0	Beta-blocker	1	0	1	0.5	0.5	3.25	Low	0	24.51	0	0	0	0.666	134	4.29	217.5	0.0052	22.1	21.8	0	1.21	2.93	7.9	7.88	344.3	117.6	227.4	1	52.5	47.4	40.4	1.96	0	0	5.4	0	0	1.37	10.8	0	0.7	0	1	0	15	Former	7	Low_carb	45.8	Sedentary	33	29.8	18.9	3,161	6.9	Lifestyle	DASH	94.9	701	8.83	0	81.8	0	0	0	4	0	0	0	15,456	56.8	0.902	R73.09	2345-7	4548-4	8480-6
HC005-00000006	HC-END-005	36.4	Female	Other	Private	4.3	0	1	2	Established_MetS	1	1	0.829	4	3.5	36.4	101.5	167	121.8	1.06	46.6	120.1	511.6	7.8	85.1	1	174.3	86.7	48.2	197.2	39.4	126.1	56.6	178.2	27	4.09	89.6	1	1	0	null	0	1	42.1	11.6	0	89.9	4.9	49.2	10.92	450	200.3	0	0	0	0	0	0	0	1	1	188.7	100	168.9	92.2	88.7	129.6	1	1	1	ARB	0	0	1	0.5	0.58	1	Low	0	38.96	0	0	0	0.705	5	6.81	1,648.1	0.0026	18.5	73	1	4.38	10.06	3.5	5.25	269	118.6	170.8	1	57.9	48	30.6	2.292	1	1	7.7	1	0	1.91	25.1	0	3.6	1	11	0	19	Former	3	Ultra_processed	26.1	Very_Active	365	38.6	11.6	16,000	6.4	Lifestyle	Mediterranean	79.1	228	5.18	0	88.8	0	0	0	16	1	1	1	71,192	82.1	0.831	E88.81	2345-7	4548-4	8480-6
HC005-00000007	HC-END-005	53.5	Female	White	Medicare	5.6	0	0	0	Metabolically_Healthy	0	0	0.068	1	0	30.5	80.8	162.9	84.2	1.13	43.5	56.2	519	6.36	29	0	293.7	100	66.8	634.2	126.8	226.9	71.5	7.2	41	9.49	200	1	0	0	null	0	0	0	0	0	89.3	5.3	17.1	3.76	224.7	159.4	0	0	0	0	0	0	0	1	1	109.2	68.5	97	57.6	40.7	82.1	0	0	0	ARB	1	0	0	0.5	0.5	1	Low	0	20.27	0	0	0	0.736	0	4.42	111.1	0.0339	19.9	73.5	1	1.9	2.09	2.65	2.67	301.3	102.3	11.7	0	20.7	12.6	109.2	1.486	0	0	7.6	1	1	7.71	13	0	1.7	0	5	0	11	Former	3	Mixed	55.7	Active	287	24.4	10.4	16,000	6.9	Combined	Intensive	84	632	11.73	0	88.1	1	1	1	3	0	0	0	4,561	82.7	1	R73.09	2345-7	4548-4	8480-6
HC005-00000008	HC-END-005	48.2	Female	Black	Private	4.9	0	1	1	Early_MetS	1	1	0.972	3	3.1	41.8	116.2	166.7	134.8	1.04	55.9	217	560	10.67	79	1	319.2	139.2	81.2	494.2	98.8	238	81.3	6.9	57.1	6.09	200	1	0	1	Pravastatin	50	0	0	0	0	98.6	5.3	20.1	4.9	198.1	166.2	0	0	0	0	0	0	0	1	1	188.6	119.8	188.6	119.8	68.7	140	1	1	1	null	0	1	0	0.5	2	1	Low	0	20.2	1	0	0	0.708	0	2.75	405.4	0.0283	18.1	90.1	1	5.2	7.2	3.08	23.09	284.5	100.6	2.5	0	53.9	43.5	10	2.859	1	0	8.5	1	0	1.65	10	0	1.7	1	10	0	15	Never	5	Low_carb	52.5	Low	76	17.7	19.4	7,120	6.8	Pharmacotherapy	null	23.4	160	6.38	0	74.5	1	1	1	6	0	0	0	24,955	72	0.901	E88.81	2345-7	4548-4	8480-6
HC005-00000009	HC-END-005	51.8	Male	Hispanic	Private	3.8	0	1	0	Metabolically_Healthy	0	0	0.286	1	0	40.8	127.2	176.5	140.1	1.06	44.7	226.5	481.6	10.59	190.8	1	170.5	98.7	48.3	117.4	23.5	122.2	67.4	5.8	33.3	2.43	53.4	0	0	0	null	0	0	0	0	1	91.5	4.9	10.4	2.34	126.3	154.6	0	0	0	0	0	0	0	1	1	91.6	56.6	73.3	45.6	35	68.3	0	0	0	CCB	1	0	1	0.5	0.5	1	Low	0	73.79	0	0	0	0.786	1	1.74	175.7	0.0168	24.3	32.4	1	4.88	2.77	3.61	24.19	214.2	104.1	1	0	62.9	49.1	19	3.206	0	0	8.1	1	0	3.94	17.8	0	2.8	1	3	1	19	Never	2	Western	40.2	Moderate	185	26.2	16.9	16,000	7.4	Pharmacotherapy	null	53.8	431	6.73	0	95.6	0	0	0	2	0	0	0	6,034	78	0.921	R73.09	2345-7	4548-4	8480-6
HC005-00000010	HC-END-005	41.8	Female	Hispanic	Private	4.9	0	1	1	Early_MetS	1	1	0.11	3	4.7	28.7	77.5	164.3	99.8	1.08	38.7	81.6	386.5	5.87	62.2	1	134	55	50.4	143.1	28.6	83.6	50	40.4	14.5	2.84	65	0	0	0	null	0	0	0	0	0	115.1	6.1	37.4	10.63	253.4	199.4	0	1	1	1	0	0	0	1	1	130.4	76.6	119.3	66.2	53.8	94.5	1	1	1	ACEi	1	1	1	0.5	1.19	1	Low	0	46.84	0	0	0	0.534	64	6.9	51.5	0.0484	20.2	63	1	2.12	13.87	2.28	1.19	410	78.9	25.6	0	31	28.7	52.2	2.153	1	1	7.9	1	0	0.95	4	0	1.5	1	17	1	26	Never	5	Ultra_processed	25.1	Sedentary	16	29.4	15	1,546	8.4	Combined	DPP_standard	67.7	417	9.26	1	90.1	1	1	0	6	0	1	0	17,964	78.9	0.949	E88.81	2345-7	4548-4	8480-6
HC005-00000011	HC-END-005	62.6	Female	Black	Private	5.9	0	1	0	Metabolically_Healthy	0	0	-0.303	1	0	26.1	65.4	158.2	79.1	1.12	40.3	51.9	465.6	5.39	42.3	0	183.3	114.9	43.2	125.8	25.2	140.1	99.9	19.2	31.4	2.91	57.2	0	1	1	Rosuvastatin	50	1	29.6	15.9	0	94.3	5	21.6	5.03	240.4	182.7	0	0	0	0	0	0	0	1	1	115	79.1	98.5	72.6	35.9	91.1	0	0	0	ACEi	1	1	1	0.5	0.5	2.61	Low	0	66.39	0	0	0	0.703	0	1.32	108	0.0056	21.1	45.4	1	19.23	5.59	1.68	1.61	292.8	97.4	55.3	1	77.3	57.5	148.2	4.09	0	0	5.2	0	1	3.44	11.2	0	0.9	1	17	0	26	Current	8	Low_carb	48.8	Low	72	22.6	17.2	6,972	7	Control	null	79	468	-0.24	0	91	0	0	0	2	0	0	0	11,847	59.5	0.97	R73.09	2345-7	4548-4	8480-6
HC005-00000012	HC-END-005	61.3	Male	Hispanic	Medicare	3.8	0	1	1	Early_MetS	1	1	0.178	3	1.2	32.6	97.7	173	109.9	1.06	37.1	180.2	344.1	7.75	26.9	1	302.8	182	75.6	226.2	45.2	227.3	123.2	7.5	80	2.99	102.8	1	0	0	null	0	0	0	0	0	84.6	5.6	38.3	8.01	450	180.4	0	0	0	0	0	0	0	1	1	176.9	109.4	157.9	103.9	67.4	131.9	1	1	1	ARB	0	0	0	0.5	1.86	1	Low	1	5.11	0	0	0	0.75	60	1.34	100.5	0.0364	19.9	66.7	1	4.01	21.37	8.8	12.22	321.6	103.6	16.6	0	24.5	23.9	25.7	2.965	1	1	8	1	0	1.78	23.1	0	3	0	2	1	20	Former	3	Mediterranean	78	Moderate	86	24.6	19.2	9,195	7.2	Pharmacotherapy	null	62	455	5.36	0	82.1	1	1	0	6	0	1	1	92,537	72.2	0.773	E88.81	2345-7	4548-4	8480-6
HC005-00000013	HC-END-005	52.8	Female	Asian	Medicaid	3.7	0	1	1	Early_MetS	1	1	0.376	3	2.2	22.2	63.7	169.3	90.6	1.06	33.4	80.9	331.8	5.8	30.5	1	206.5	131.6	54.6	101.1	20.2	151.9	83.4	13.5	33.5	1.85	46	0	0	1	Pravastatin	30	0	0	0	1	220.5	7.6	16.1	8.74	36.5	277.2	1	0	1	0	1	1	0	0.87	0.65	134.6	86.9	122.8	80.3	47.7	102.8	1	1	1	Combo	0	0	1	0.5	0.5	1	Low	0	30.06	0	0	0	0.614	0	10.23	24.9	0.1546	18.3	63.4	1	2.48	6.23	15.74	13.54	240.5	97.8	1	0	26.5	26.8	27.8	2.751	0	0	5.4	0	1	3.98	11.2	0	0.7	0	3	0	17	Current	2	Ultra_processed	36	Sedentary	32	19.4	16.9	3,697	8.4	Combined	Intensive	59.4	221	8.1	0	91.1	1	0	0	4	1	1	0	24,755	59.9	0.781	E88.81	2345-7	4548-4	8480-6
HC005-00000014	HC-END-005	65.5	Male	Hispanic	Private	2.5	1	1	0	Metabolically_Healthy	0	0	-0.228	1	0	23.9	62.7	161.9	73.6	1.13	27.6	50	381.9	5.54	8.2	0	166.3	115.1	34.8	81.7	16.3	131.5	66.1	8.4	29.9	2.35	37.1	0	1	1	Atorvastatin	50	0	0	0	0	98.7	5.3	13.8	3.35	134.9	151.9	0	0	0	0	0	0	0	1	1	124.3	78.5	112.3	69	45.8	93.8	0	0	0	CCB	1	0	0	0.5	0.5	1	Low	1	6.41	0	0	0	0.775	147	4.1	217.6	0.0673	21.4	4	0	1.26	5.83	9.17	7.52	383.6	107.4	12	0	29.2	23.7	10.6	2.874	0	0	2.5	0	0	1.06	14.7	0	0.2	0	4	0	20	Never	9	DASH	62.6	Very_Active	301	30.5	14.5	16,000	6	Combined	DASH	69.2	384	9.79	0	59.8	0	0	0	2	0	1	0	6,273	55.5	0.84	R73.09	2345-7	4548-4	8480-6
HC005-00000015	HC-END-005	57.6	Male	Black	Medicare	6.4	0	1	0	Metabolically_Healthy	0	0	0.214	2	0	19.7	63	178.9	75.6	1.06	20.7	50	235.6	5.01	13.7	0	231.2	170.7	32.3	141.3	28.3	198.9	124.8	27.8	49.3	4.38	64.2	0	1	0	null	0	0	0	0	1	175.4	7.5	21.4	9.27	67.9	220.8	1	0	1	0	0	0	0	1	1	115.6	76.6	106.7	68.8	38.9	89.6	0	0	0	CCB	1	0	0	0.5	0.5	1	Low	1	2.67	0	0	0	0.724	1	4.24	273.9	0.0671	18.8	41.6	1	1.68	2.85	4.18	10.68	280.8	112.2	4.9	0	26.4	28.1	21.4	3.154	0	0	5.2	0	0	1.52	17.5	0	2	1	18	0	32	Current	7	Mixed	48.8	Very_Active	450	42.8	12.7	16,000	5.5	Control	null	55.4	285	0.73	0	61.4	0	0	0	2	1	0	1	76,893	85.2	0.695	R73.09	2345-7	4548-4	8480-6
HC005-00000016	HC-END-005	41.7	Female	White	Medicaid	6.7	0	1	0	Metabolically_Healthy	0	0	-0.421	1	0	21.7	57.6	163.1	83.7	1.12	30.2	125.8	332.9	5.24	65.4	0	158	88.9	51.3	88.6	17.7	106.6	56.8	300	17.2	1.73	40.3	0	0	1	Simvastatin	40	1	45.8	11.4	0	85.9	6.3	38.3	8.13	450	187	0	1	0	1	0	0	0	1	1	119.5	85.7	107	81.3	33.8	96.9	1	0	1	ACEi	0	1	0	0.5	0.5	1.94	Low	1	8.79	0	0	0	0.661	64	5.11	327.6	0.0133	24.3	53.5	1	1.23	12.25	1.65	9.02	289.2	101	12	0	23.2	14.8	68.9	1.286	0	0	5.2	0	1	2.59	17.5	1	13.5	0	1	0	22	Never	7	Mixed	31.8	Active	229	35.9	14.7	16,000	7.4	Combined	Mediterranean	69.2	336	10.06	1	78.5	0	0	0	4	0	1	0	5,632	63.7	0.878	R73.09	2345-7	4548-4	8480-6
HC005-00000017	HC-END-005	56.4	Male	Hispanic	Medicaid	6	0	0	0	Metabolically_Healthy	0	0	-0.208	1	0	21	74.8	188.8	80.7	1.09	22	50	168	5.32	21.3	0	130	40	38	104.5	20.9	92	50	36.8	12.3	2.75	47.5	0	1	1	Pravastatin	30	0	0	0	0	90.8	5.1	28.6	6.41	357.1	157.4	0	0	0	0	0	0	0	1	1	120.5	77.7	120.5	77.7	42.8	92	0	0	0	null	1	0	0	0.5	0.5	1	Low	0	45.42	0	0	0	0.738	11	2.7	669.6	0.0067	23.3	9.2	0	3.14	13.18	6.96	11.2	397	104.3	141.2	1	17.2	10.1	155.5	1.372	0	0	6.3	0	0	0.63	13.3	1	32.7	0	0	0	20	Never	7	Western	25.7	Sedentary	1	26.6	20	847	5.1	Control	null	83.9	389	0.52	0	70.7	0	0	0	8	0	0	0	14,004	88.7	0.927	R73.09	2345-7	4548-4	8480-6
HC005-00000018	HC-END-005	40.5	Male	Hispanic	Medicaid	7.6	0	1	1	Early_MetS	0	1	0.327	3	4.7	29.9	80.4	163.9	101.8	1.07	29	106.2	292.6	6.52	30.6	0	176.2	88.2	37.2	253.7	50.7	139	61.8	18.1	35.9	6.81	115.3	1	1	1	Simvastatin	50	0	0	0	0	103.1	5	15.6	3.98	136.8	180	0	0	1	0	0	0	0	1	1	114.5	78.3	104.3	74	36.2	90.4	0	0	0	ARB	1	0	1	0.5	3.44	3.77	Low	0	15.47	0	0	0	0.733	28	0.78	385.9	0.0033	24.3	58.1	1	1.7	18.24	1.79	5.37	111.9	102.6	28.6	0	14	9.6	27	1.035	0	0	7.8	1	0	2.92	18.7	0	3.9	0	9	0	26	Current	2	Mediterranean	73.1	Moderate	158	29.7	16.7	15,281	5.6	Pharmacotherapy	null	89.7	514	8.21	0	82.5	1	1	0	6	0	1	0	14,349	75.2	0.918	E88.81	2345-7	4548-4	8480-6
HC005-00000019	HC-END-005	62.5	Female	White	Medicare	5.7	0	1	0	Metabolically_Healthy	0	0	-0.629	1	0	21	59.1	167.8	72.4	1.16	34.2	50	413.4	5.28	19	0	223.9	148.6	54.3	104.8	21	169.6	104.8	9.7	45.9	1.93	47.7	0	0	0	null	0	0	0	0	0	100.9	5.4	4	0.99	36.7	133.7	0	0	1	0	0	0	0	1	1	106	67.9	84.7	60.6	38.1	80.6	0	0	0	CCB	1	0	0	0.5	0.5	1	Low	0	68.33	0	0	0	0.825	13	3.71	63.6	0.0835	22.1	27	0	7.44	14.84	5.64	10.86	279.9	71.3	21.3	0	31.5	18.7	16.8	2.078	0	0	6.2	0	1	4.79	23.2	0	3.8	0	4	0	18	Former	1	Western	38	Active	291	32.7	13.4	16,000	8.4	Pharmacotherapy	null	77.8	511	5.68	0	77.1	0	0	0	3	0	0	0	10,829	69.9	0.927	R73.09	2345-7	4548-4	8480-6
HC005-00000020	HC-END-005	51.4	Female	White	Medicaid	6.4	0	1	0	Metabolically_Healthy	0	0	-0.448	0	0	21.7	56.4	161.2	78.4	1.11	32.5	50	382.3	4.98	27.3	0	190.2	119.9	52.7	88.2	17.6	137.5	85.4	4.6	36.3	1.67	40.1	0	0	0	null	0	0	0	0	0	95.2	4.9	24.8	5.83	269.2	117.2	0	0	0	0	0	0	0	1	1	123.2	74.5	105.1	66.8	48.7	90.7	0	0	0	CCB	1	0	0	0.5	0.5	1.04	Low	0	45.06	0	0	0	0.707	113	2.9	81.4	0.0017	22.3	64.9	1	2.22	12.34	3.29	6.43	242.8	99.5	9	0	69.9	47.8	37.9	2.938	0	0	9	1	0	0.84	10.7	0	0.6	1	10	0	11	Current	9	Mediterranean	82.6	Sedentary	15	27.8	17.4	1,360	4.5	Lifestyle	Mediterranean	58.2	450	3.69	0	50.3	0	0	0	4	0	0	0	3,993	49.6	0.974	R73.09	2345-7	4548-4	8480-6
HC005-00000021	HC-END-005	49.8	Female	Black	Private	6.2	0	1	2	Established_MetS	1	1	0.613	4	2.9	40	105.9	162.7	137.6	1.06	54	212.1	498.7	8.6	87.6	1	196.5	82.7	67.7	230.5	46.1	128.8	55.6	45	39.3	3.4	104.8	1	0	1	Simvastatin	50	0	0	0	0	102.3	4.8	5.3	1.33	47.2	191.7	0	0	1	0	0	0	0	1	1	154.1	97.2	143.3	89.2	56.9	116.2	1	1	1	ARB	0	0	0	0.5	1.17	1	Low	0	27.37	0	0	0	0.676	10	1.33	675.5	0.0333	18.5	78.3	1	14.08	14.21	1.08	6.02	289.1	86.8	42.6	1	95	51.8	10	2.647	1	0	6.3	0	0	2.65	13.6	0	3.7	0	1	0	21	Former	8	Western	33.2	Moderate	143	22.1	15.5	13,378	7	Lifestyle	DPP_standard	50.7	256	8.27	0	56.5	0	0	0	4	1	1	0	26,723	78.2	0.838	E88.81	2345-7	4548-4	8480-6
HC005-00000022	HC-END-005	43.8	Female	Black	Medicare	5.3	0	1	1	Early_MetS	1	1	0.166	3	3.8	40.7	85.7	145	91.1	1.12	53.6	115	616.7	8.4	26.5	1	291.9	88.4	82.6	604.4	120.9	209.2	60.5	42.4	31.7	7.31	200	1	0	0	null	0	0	0	0	0	89.2	5.1	14.6	3.2	192.9	137.8	0	0	0	0	0	0	0	1	1	149	92.9	133.6	87.8	56.1	111.6	1	1	1	ACEi	0	0	1	0.5	0.5	1	Low	0	73.18	0	0	0	0.663	0	1.08	200.8	0.0223	19.9	66.9	1	5.74	15.29	18.38	2.5	301.8	102.9	3.5	0	38.6	31.2	112.8	2.199	1	0	4.2	0	0	1.49	15.5	0	0.4	1	12	0	19	Never	8	DASH	64.9	Sedentary	16	16.8	16.6	2,579	4.9	Control	null	50.4	249	1.14	0	90.1	0	0	0	4	0	0	0	16,550	83.3	0.832	E88.81	2345-7	4548-4	8480-6
HC005-00000023	HC-END-005	66.7	Female	Black	Private	4.3	0	1	0	Metabolically_Healthy	0	0	-0.4	1	0	21.4	54.6	159.6	60	1.14	35.6	50	427.1	5.24	1.5	0	130	60.9	26.7	132.5	26.5	103.3	50	12	16.5	4.96	60.2	0	1	1	Simvastatin	50	0	0	0	0	87.1	5.4	13.1	2.82	188.3	111.2	0	0	0	0	0	0	0	1	1	107.2	71.7	107.2	71.7	35.6	83.5	0	0	0	null	1	1	1	0.5	2.07	1.66	Low	0	44.62	0	0	0	0.802	50	2.82	125.3	0.0016	24.2	78.9	1	6.58	17.82	2.34	9.54	294.9	101.5	20.7	0	72.5	49.5	11.2	3.878	0	0	6.4	0	0	1.51	19.5	0	1.4	0	7	1	16	Never	4	Western	43.7	Moderate	110	27.1	13.9	9,822	7.1	Lifestyle	Intensive	73.1	150	8.95	0	63.9	0	0	0	5	0	1	0	6,469	89.1	1	R73.09	2345-7	4548-4	8480-6
HC005-00000024	HC-END-005	50.1	Male	White	Medicare	10	0	0	0	Metabolically_Healthy	0	0	-0.388	2	0	19.4	61.4	177.8	60	1.15	18.6	50	260	5.95	0	0	226.8	194.8	20	60	12	206.8	133.2	76.3	48.7	3	27.3	0	1	0	null	0	1	37.3	8.4	1	119.7	9.7	5.4	1.58	33.4	180.5	1	0	1	0	1	1	0	0.87	0.65	88	55.9	88	55.9	32.1	66.6	0	0	0	null	1	0	0	0.5	0.5	1	Low	0	34.29	0	0	0	0.906	337	0.84	46.4	0.0438	17.3	5.9	0	8.22	3.04	4.6	20.7	231.3	99.8	7.4	0	29.5	15.5	47.6	1.428	0	0	5	0	0	1.53	16.2	0	0.3	0	4	1	22	Current	6	Ultra_processed	2.7	Moderate	85	25.2	14.8	8,518	8.8	Control	null	84.5	650	4.76	0	82.9	0	0	0	1	1	1	0	20,458	76.9	0.965	R73.09	2345-7	4548-4	8480-6
HC005-00000025	HC-END-005	46.9	Male	White	Medicare	4.5	0	1	0	Metabolically_Healthy	0	0	-0.081	0	0	34.4	96	167.2	97.4	1.09	35.8	88.7	376.8	7.72	65.8	0	269	196.2	47	129.3	25.9	222.1	134.9	20.6	54.8	2.75	58.8	0	0	0	null	0	0	0	0	0	95.6	5.1	18.4	4.34	196.4	188	0	0	0	0	0	0	0	1	1	116.4	68.1	100.5	58.5	48.3	84.2	0	0	0	CCB	1	0	1	0.5	0.5	1	Low	0	48.63	0	0	0	0.569	20	2.58	69.2	0.0081	21.4	39.4	1	21.71	6.59	5.46	8.47	281.1	93.4	3.1	0	14.1	8	47	0.999	0	0	5.1	0	0	2.81	15.4	0	3.3	0	4	0	3	Former	5	Western	55.3	Active	334	40.3	12.1	16,000	5.4	Lifestyle	Mediterranean	89.4	309	8.83	0	75.6	0	0	0	5	0	0	0	7,592	43.7	0.88	R73.09	2345-7	4548-4	8480-6
HC005-00000026	HC-END-005	47.8	Male	White	Private	4	0	1	0	Metabolically_Healthy	0	0	-0.132	2	0	20.8	67.5	180.2	80.4	1.11	19.7	50	132	4.98	24.6	0	186.3	124.9	33.8	138.1	27.6	152.5	92.4	47.1	23.4	4.09	62.8	0	1	0	null	0	1	40.3	6.3	1	106.1	5.7	62.5	16.38	450	214	0	0	1	0	0	0	0	1	1	106.1	65.4	96.6	53.8	40.7	79	0	0	0	Combo	1	0	0	0.5	2.83	1	Low	0	56.52	0	0	0	0.617	0	2.31	251.1	0.0023	25.5	22	0	1.75	2.84	4.22	8.29	314.4	106.5	29.7	0	22.5	19.2	63.9	1.929	0	0	5.5	0	1	9.26	8.3	0	0.9	1	13	1	13	Former	8	Western	36.8	Low	39	20	19	4,216	4.1	Lifestyle	DASH	73.5	457	6.89	0	76.4	0	0	0	2	0	0	0	10,386	89.1	1	R73.09	2345-7	4548-4	8480-6
HC005-00000027	HC-END-005	58.4	Male	Black	Medicaid	6.5	0	1	1	Early_MetS	1	1	0.68	3	3.7	32.5	94.4	170.4	108.1	1.08	36.3	99.1	365.6	9.47	84.3	1	143	95	21.4	133.1	26.6	121.6	64.1	27.8	18.9	6.22	60.5	0	1	1	Rosuvastatin	30	0	0	0	0	89.8	5.2	11.5	2.54	148.3	130.5	0	0	0	0	0	0	0	1	1	150.7	85.3	139.7	79.2	65.4	107.1	1	1	1	ARB	0	1	1	0.5	1.68	3.82	Low	0	47.99	0	0	0	0.668	111	2.64	13.4	0.0172	21	42	1	7.86	11.73	8.55	29.63	236.7	122.8	1	0	27.8	26.8	45.1	2.966	0	0	5.5	0	0	2.27	10.3	0	2.7	0	4	0	10	Never	3	Western	45.3	Active	200	25.8	15.3	16,000	7	Lifestyle	DASH	57.1	339	9.5	0	89.3	1	0	0	7	0	0	0	17,081	54.4	0.968	E88.81	2345-7	4548-4	8480-6
HC005-00000028	HC-END-005	56.4	Female	Asian	Private	6.1	0	1	0	Metabolically_Healthy	0	0	-0.14	1	0	20.6	53.3	161	75.8	1.13	32.2	50	328.1	6.58	17.1	0	204.3	61.4	52.7	450.7	90.1	151.6	50	16.5	33.6	8.55	200	1	0	1	Pravastatin	55	0	0	0	0	81.6	5.2	24.1	4.85	441.5	140.6	0	0	0	0	0	0	0	1	1	108.1	67	98	61.7	41.1	80.7	0	0	0	CCB	1	0	1	0.5	0.5	1	Low	0	89.95	0	0	0	0.764	41	4.27	8.5	0.0041	23.6	55.7	1	5.29	30.11	3.44	24.68	385.3	72.9	4.5	0	20	17.3	35.6	2.187	0	0	4.9	0	0	1.04	17	1	20	0	5	0	11	Never	5	Mediterranean	71.6	Sedentary	31	31.4	17.8	1,635	5.8	Lifestyle	Mediterranean	40.7	284	3.33	0	77	0	0	0	9	0	0	0	5,297	59.1	0.955	R73.09	2345-7	4548-4	8480-6
HC005-00000029	HC-END-005	57	Male	White	Private	2.4	1	1	1	Early_MetS	1	1	0.354	3	4.2	28.7	84.1	171.3	105.7	1.08	31.3	125.7	367.2	10.06	69	1	257.1	149.4	50.3	287	57.4	206.8	99	7	69.1	5.71	130.5	1	0	0	null	0	0	0	0	0	82.7	4.9	71.8	14.67	450	163.9	0	0	0	0	0	0	0	1	1	145	92.3	134.6	87.7	52.7	109.8	1	1	1	CCB	0	0	0	0.5	0.5	3.33	Low	0	34.49	0	0	0	0.764	32	5.22	285.4	0.0087	20.9	43.9	1	9.53	17.67	8.03	43.28	320.9	96.4	22.4	0	45.4	33.7	53	2.847	0	0	8.7	1	0	2.01	13.4	0	1.5	1	16	0	16	Current	4	Western	25.1	Moderate	128	33.8	20	11,614	6.4	Pharmacotherapy	null	76	317	2.31	0	88	1	1	0	5	0	0	0	9,154	65	0.848	E88.81	2345-7	4548-4	8480-6
HC005-00000030	HC-END-005	57.2	Male	Black	Private	8	0	1	0	Metabolically_Healthy	0	0	0.092	2	0	25.8	81.1	177.4	96	1.11	27.9	160.6	177.9	10.66	18.6	0	257.1	191.9	47.1	90.6	18.1	210	134.6	17.1	52	1.92	41.2	0	0	0	null	0	1	49.7	11	0	104.1	5.3	25.7	6.61	220.1	153.3	0	0	1	0	0	0	0	1	1	146	105.5	146	105.5	40.4	119	1	1	1	null	0	1	0	0.5	0.5	2.11	Low	0	38.09	0	0	0	0.701	18	1.53	68.9	0.0061	18.2	53.7	1	4.1	5.93	7.65	55	278	92	52.3	1	57.7	50.3	77.5	3.79	0	0	6.4	0	0	2.6	14.3	0	3.2	0	3	0	10	Current	5	Ultra_processed	17.3	Active	357	35.6	15.4	16,000	7	Control	null	56.3	357	1.05	0	80.1	0	0	0	4	0	1	0	19,938	76.2	0.902	R73.09	2345-7	4548-4	8480-6
HC005-00000031	HC-END-005	75	Male	White	Medicare	5.3	0	1	2	Established_MetS	1	1	0.896	4	3.2	40.7	121.8	173.1	133.9	1.02	49.9	211	517	9.28	73.4	1	156.7	46.8	49.5	301.5	60.3	107.1	50	50.7	16.5	6.09	137	1	0	1	Atorvastatin	50	0	0	0	0	102.5	5.4	9.1	2.31	81.1	179.6	0	0	1	0	0	0	0	1	1	148.1	103.7	148.1	103.7	44.4	118.5	1	1	1	null	0	0	1	0.5	5.65	3.33	Low	0	75.96	0	0	0	0.926	108	6.56	440	0.0039	15	66.6	1	18.95	13.31	2.13	11.49	48	79.8	46.1	1	14.7	8	190.5	1.564	1	0	6.7	0	0	3.26	15.7	0	1.3	0	0	0	31	Never	4	Mediterranean	65.2	Moderate	156	22.7	13.6	14,433	7.3	Combined	DPP_standard	51.4	408	13.58	0	61.4	1	0	0	5	1	0	0	30,335	90.6	0.742	E88.81	2345-7	4548-4	8480-6
HC005-00000032	HC-END-005	47.1	Male	White	Private	3.1	1	1	0	Metabolically_Healthy	0	0	-0.199	0	0	25.7	79	175.2	91.7	1.13	25.5	100.8	333.1	5.59	51.6	0	171.7	99.8	50.9	105	21	120.8	52.6	11.5	22.5	2.06	47.7	0	0	1	Rosuvastatin	40	0	0	0	0	95	5.6	16.7	3.92	182.7	141.9	0	0	0	0	0	0	0	1	1	124.7	71.8	124.7	71.8	52.9	89.4	0	0	0	null	1	0	1	0.5	0.5	1	Low	0	53.74	0	0	0	0.716	0	2.41	793.7	0.0027	18.8	13.5	0	1.18	11.88	7.19	4.39	268.3	102.8	3.8	0	26.1	21.4	12.7	1.968	0	0	8.6	1	0	0.86	27.7	0	0.6	1	20	0	21	Never	7	Mixed	29.5	Active	217	36	15.8	16,000	7.3	Lifestyle	DPP_standard	50.5	295	6.09	0	82.8	1	1	1	7	0	0	0	4,406	57.1	1	R73.09	2345-7	4548-4	8480-6
HC005-00000033	HC-END-005	45.9	Female	White	Medicare	8.1	0	0	1	Early_MetS	1	1	-0.076	3	2.8	32.2	77.9	155.5	94.6	1.11	43.8	70.5	505	7.17	56.2	1	196.2	101.8	56.5	189.4	37.9	139.7	75.6	32.6	29.5	3.35	86.1	1	0	1	Rosuvastatin	40	1	37.9	14.5	0	90.8	5	19.8	4.44	246.8	126.3	0	0	0	0	0	0	0	1	1	134	86.5	112.2	77.7	47.5	102.3	1	1	1	Beta-blocker	1	0	1	0.5	2.78	1	Low	0	101.39	0	0	0	0.754	41	14.8	39.6	0.0289	17.4	79.2	1	1.53	10.92	2.72	7.26	339.7	97.3	9	0	8	8	10	1.297	0	0	6.2	0	0	1.52	13.5	0	1.8	0	6	0	11	Never	8	Western	30.9	Moderate	110	24.7	13.8	10,363	6.6	Control	null	73.8	308	0.51	0	78.2	1	0	0	2	0	1	0	23,604	83.8	0.875	E88.81	2345-7	4548-4	8480-6
HC005-00000034	HC-END-005	42.2	Male	White	Private	6.9	0	1	0	Metabolically_Healthy	0	0	0.041	0	0	25.4	84.7	182.6	100.2	1.1	24	92	296.5	6.81	106.5	0	210	145	40.4	122.8	24.6	169.6	109.3	6.1	38.9	3.04	55.8	0	0	0	null	0	1	34.9	7	0	94.7	5.3	38.1	8.9	420	160.1	0	0	0	0	0	0	0	1	1	116.1	75	116.1	75	41.1	88.7	0	0	0	null	1	0	1	0.5	0.5	2.47	Low	0	67.65	0	0	0	0.754	0	1.72	18.5	0.0164	22.2	41.6	1	2.25	3.58	2.5	17.26	253.2	114	14.4	0	27.2	22.1	10	1.789	0	0	4.4	0	0	3.56	22.9	0	2.8	1	8	0	4	Never	9	Western	44.8	Moderate	187	34.9	15.4	16,000	7.1	Control	null	67.7	223	-0.72	0	86.6	1	1	0	4	0	0	0	2,020	60.4	1	R73.09	2345-7	4548-4	8480-6
HC005-00000035	HC-END-005	59.4	Male	Black	Medicaid	2.7	1	1	0	Metabolically_Healthy	0	0	-0.017	1	0	28.3	84.6	172.8	94.8	1.04	31.4	119.8	275.7	9.09	39.8	0	201.6	131.2	46.5	119.4	23.9	155.1	77.8	47.4	44.5	2.57	54.3	0	0	1	Atorvastatin	50	0	0	0	0	79.8	5	32.7	6.45	450	163.5	0	0	0	0	0	0	0	1	1	141.8	88.6	129.8	81.1	53.2	106.3	1	1	1	ARB	0	1	1	0.5	0.5	1	Low	0	44.84	0	0	0	0.59	0	0.67	92.8	0.0152	23.7	33.1	1	3.48	23.96	7.5	34.28	308	94.4	83.1	1	27	11.5	10	1.32	1	0	4.4	0	1	6.85	22.6	0	0.2	0	7	1	13	Current	4	Ultra_processed	23.3	Very_Active	364	31.3	9.2	16,000	6.4	Combined	DPP_standard	52.6	406	9.91	0	82.4	1	1	1	2	0	0	0	10,913	65.4	0.963	R73.09	2345-7	4548-4	8480-6
HC005-00000036	HC-END-005	65.5	Male	Asian	Uninsured	9.4	0	1	3	Refractory_MetS	1	1	1.264	5	14	39.4	110.7	167.7	110	1.11	46.1	198.3	429.7	8.35	64.6	1	284.7	202.4	33.8	242.8	48.6	250.9	136.4	28.3	80	7.19	110.4	1	1	0	null	0	0	0	0	0	110.4	6	3	0.82	22.3	104.9	0	1	1	0	0	0	0	1	1	220	128	199.8	118.1	92	140	1	1	1	ACEi	0	0	1	0.5	0.5	1	Low	0	53.53	0	1	0	0.852	117	6.35	115.7	0.0072	16.7	90.1	1	6.97	3.92	4.43	4.78	209.2	51.2	85.8	1	192.1	144.9	11.6	6.5	0	0	6.9	0	0	1.58	20	1	10.7	0	8	0	15	Never	1	Mediterranean	64.3	Low	58	10.9	15.8	4,479	6.2	Lifestyle	DPP_standard	65	314	1.47	0	93.1	0	0	0	4	1	0	0	35,151	93.7	0.693	E88.81	2345-7	4548-4	8480-6
HC005-00000037	HC-END-005	50.6	Male	White	Medicare	6.9	0	1	1	Early_MetS	0	1	0.456	3	1.7	28.1	86.5	175.5	90.6	1.09	29.1	125.7	369.4	6.96	60.9	0	196.3	116.1	47.1	165.5	33.1	149.2	74.6	5.4	32.8	3.52	75.2	1	0	0	null	0	0	0	0	0	187.2	6.8	7.9	3.64	22.7	240.5	1	0	1	0	0	0	1	1	1	138.8	85.7	129.8	78.2	53.1	103.4	1	1	1	ARB	1	0	1	0.5	0.5	2.42	Low	0	37.84	0	0	1	0.605	56	4.36	124.2	0.0118	20.4	51.2	1	1.93	7.06	7.98	13.42	282.7	115.5	34.7	1	85.7	91.1	10.3	4.984	1	0	3.9	0	0	1.74	11.8	0	1	0	6	0	12	Never	2	Western	45.7	Moderate	180	31.7	16.3	16,000	6.6	Control	null	81.6	419	1.35	0	88.2	1	0	0	2	1	0	0	34,338	68.3	0.895	E88.81	2345-7	4548-4	8480-6
HC005-00000038	HC-END-005	41.9	Female	Hispanic	Medicare	5.5	0	1	1	Early_MetS	0	1	0.114	3	1.1	32.2	73.6	151.3	83.4	1.1	42.8	81.7	493.7	7.02	15.2	0	253.7	105.4	57.5	453.9	90.8	196.2	68.5	15.7	40.5	7.89	200	1	0	1	Pravastatin	55	1	43.2	13.9	1	117.2	6.4	13.5	3.92	88.4	216	0	1	1	0	0	0	0	1	1	115.3	86	115.3	86	29.2	95.8	1	0	1	null	0	0	1	0.5	2.04	1.33	Low	0	18.7	0	0	0	0.675	6	8.91	238.4	0.0046	20.3	84.9	1	1.55	18.5	8.03	5.85	401.5	119.2	10.5	0	57.5	43	24.1	2.379	0	0	4.9	0	0	1.98	16.7	0	2.7	0	4	0	38	Current	2	Western	37.7	Moderate	83	28.8	15.7	7,677	7.3	Combined	DPP_standard	65.8	611	12.79	0	78	1	1	1	4	0	1	0	19,894	86.3	0.981	E88.81	2345-7	4548-4	8480-6
HC005-00000039	HC-END-005	42.1	Male	Black	Medicaid	9	0	1	0	Metabolically_Healthy	0	0	0.453	2	0	32.9	89.5	164.8	100.3	1.08	33	102	369.8	7.57	52.9	0	171.4	89.7	49.8	159.1	31.8	121.6	62.6	56	23.3	3.19	72.3	1	0	1	Simvastatin	60	0	0	0	1	84.3	5.1	7.1	1.47	114.2	162.2	0	0	0	0	0	0	0	1	1	193.1	120.6	171.8	110.4	72.5	140	1	1	1	Combo	0	0	0	0.5	2.07	2.16	Low	0	37.91	1	0	0	0.651	36	3.92	186.7	0.0045	19.8	64.1	1	2.08	7.03	2.05	9.76	332.7	99.6	2.2	0	14.4	11.8	79	1.304	0	0	6.1	0	0	1.47	14	0	0.5	0	5	0	4	Current	4	Mixed	39.3	Active	266	28.8	11.4	16,000	5.8	Pharmacotherapy	null	38.9	267	6.97	0	62.8	0	0	0	3	0	1	0	8,857	78.6	1	R73.09	2345-7	4548-4	8480-6
HC005-00000040	HC-END-005	59.8	Male	Other	Uninsured	5.9	0	0	0	Metabolically_Healthy	0	0	-0.289	0	0	25.1	71.6	168.8	90	1.07	27.7	79.5	264.2	5.99	53.4	0	130	70.7	44.4	60	12	85.6	50	5	20.7	1.35	27.3	0	0	1	Pravastatin	50	0	0	0	0	70	5.2	3	0.52	135	114.1	0	0	0	0	0	0	0	1	1	126.6	82.6	109.5	76.7	43.9	97.3	1	0	0	ACEi	1	0	0	0.5	0.5	1	Low	0	29.78	0	0	0	0.76	1	25.41	134.9	0.0865	15.7	31.4	1	1	9.77	10.52	9.65	175	97.7	1.4	0	13.8	8	63.8	1.288	0	0	7.9	1	0	2.22	26.1	0	1.6	0	2	1	18	Never	5	Western	34.6	Low	92	24.4	15.1	9,150	6.9	Pharmacotherapy	null	66.7	481	6.88	0	78.6	0	0	0	4	0	1	0	1,500	82.2	0.988	R73.09	2345-7	4548-4	8480-6
HC005-00000041	HC-END-005	60.9	Male	Hispanic	Medicare	5.4	0	1	1	Early_MetS	1	1	0.29	3	2.1	32	92.3	170	102.3	1.06	36.2	80.1	413.9	7.87	25.1	1	194.1	94.7	52.9	232.8	46.6	141.3	54.6	6.2	40.8	4.4	105.8	1	0	1	Pravastatin	40	0	0	0	0	137.8	6	8.6	2.93	41	208.8	0	1	1	0	0	0	0	1	1	123.4	60.5	102.4	49.5	62.9	81.5	0	0	0	Beta-blocker	1	0	1	0.5	0.5	3	Low	0	56.97	0	0	0	0.673	6	2.47	435.4	0.0321	19.8	57.4	1	2.88	10.06	7.46	14.83	119.2	108.6	6.3	0	13	16.4	19.9	2.766	0	0	8.6	1	0	2.16	18.1	0	1.9	0	6	0	16	Current	0	Mediterranean	84.4	Low	80	17.1	14.8	7,869	6	Control	null	77.3	615	1.71	0	52.2	1	1	1	9	0	1	0	11,672	94.1	0.853	E88.81	2345-7	4548-4	8480-6
HC005-00000042	HC-END-005	58.5	Female	White	Medicaid	4	0	1	0	Metabolically_Healthy	0	0	-0.536	1	0	23.5	61.3	161.7	76.3	1.13	36.2	50	373.7	10.17	18.7	0	180.3	105.4	59.5	76.9	15.4	120.7	68.2	18.6	27.1	1.29	35	0	0	1	Pravastatin	30	0	0	0	0	85.6	5.1	14.2	2.99	216.6	156.7	0	0	0	0	0	0	0	1	1	137.8	93.3	127.9	83.6	44.5	108.1	1	1	1	ARB	0	0	0	0.5	0.5	1	Low	0	56.24	0	0	0	0.838	0	7.72	278	0.0057	20.8	56.4	1	3.53	9.67	3.87	54.79	341.3	110.2	25.3	0	88.9	70.5	21.5	4.375	0	0	7.1	1	1	5.7	14.9	0	1.9	1	14	0	16	Former	8	Mixed	59.1	Sedentary	38	21.8	18.2	4,317	5.7	Lifestyle	Mediterranean	77.2	244	4.34	0	84.5	0	0	0	1	0	0	0	13,519	65	1	R73.09	2345-7	4548-4	8480-6
HC005-00000043	HC-END-005	44	Female	Hispanic	Uninsured	6.8	0	0	1	Early_MetS	1	1	0.012	3	2.5	29.4	78.4	163.4	98.7	1.08	40	56.8	510.2	7.47	64.8	1	216.3	133.2	50.8	161	32.2	165.4	88.1	209.9	38.9	3.17	73.2	1	0	0	null	0	0	0	0	1	85.5	5.5	9.9	2.09	151.9	123.4	0	0	0	0	0	0	0	1	1	135.4	94.3	116.6	84.3	41.1	108	1	1	1	ACEi	0	1	1	0.5	0.5	3.27	Low	0	91.18	0	0	0	0.565	191	1.82	103.6	0.0018	19.9	56.3	1	5.49	10.02	5.43	15.97	384.6	119	4.8	0	14.9	8.2	232.8	0.937	0	0	6.5	0	0	1.39	24.9	0	1.1	1	7	0	2	Never	7	Low_carb	49.5	Very_Active	308	34.3	15.3	16,000	7.9	Lifestyle	Intensive	91.8	716	7.69	0	90.1	1	1	1	7	0	1	0	13,839	75.6	0.893	E88.81	2345-7	4548-4	8480-6
HC005-00000044	HC-END-005	54.8	Female	White	Medicaid	6.5	0	0	0	Metabolically_Healthy	0	0	-0.483	1	0	28.2	70.1	157.6	87.5	1.15	41.1	66.7	581.8	6.42	48.3	0	152.8	64.1	53.3	177	35.4	99.5	50	9.6	25.5	3.32	80.5	1	0	1	Rosuvastatin	30	0	0	0	0	89	4.8	7.2	1.57	95.5	145.3	0	0	0	0	0	0	0	1	1	88	55	76.7	49.1	33	66	0	0	0	CCB	1	1	1	0.5	0.5	2.98	Low	1	14.37	0	0	0	0.793	64	4.63	266.8	0.0043	22.3	43.7	1	4.31	10.77	10.75	7.8	149.8	104.4	21.2	0	21.9	12.7	62	1.492	0	0	5.5	0	1	5.69	14.2	0	2.1	0	5	1	17	Current	4	Ultra_processed	32.7	Low	41	26	16.9	4,625	7	Control	null	68.5	548	1.32	0	53.2	0	0	0	5	0	1	1	68,003	67.5	0.898	R73.09	2345-7	4548-4	8480-6
HC005-00000045	HC-END-005	53.4	Female	Other	Medicare	5.5	0	1	0	Metabolically_Healthy	0	0	-0.544	2	0	23.9	54.5	151	75	1.12	35.6	50	431.3	5.47	21.6	0	150.4	75.2	46.4	144	28.8	104	56.7	34.6	21.8	3.1	65.5	0	1	1	Simvastatin	60	0	0	0	0	101	5.3	14.6	3.65	134.8	185	0	0	1	0	0	0	0	1	1	88	55	75.2	50.3	33	66	0	0	0	ARB	1	0	1	0.5	0.5	2.28	Low	0	41.83	0	0	0	0.61	40	5.5	21.4	0.0052	20.1	53	1	18.19	9.73	4.73	6.85	282.9	109.9	3.2	0	15	10.8	41.8	1.481	0	0	6.7	0	0	1.54	18.8	0	1.1	0	3	0	19	Never	5	Mediterranean	71.6	Moderate	111	25.7	18.2	11,383	7.1	Combined	Mediterranean	72.5	350	7.73	0	81.7	1	1	1	5	0	1	0	11,787	79.6	0.899	R73.09	2345-7	4548-4	8480-6
HC005-00000046	HC-END-005	54.6	Female	Hispanic	Private	3.8	0	1	0	Metabolically_Healthy	0	0	-0.6	1	0	22.2	54.9	157.2	74.9	1.15	33.8	50	365.8	5.39	32.9	0	157.3	75.4	62.7	96.2	19.2	94.6	50	26.7	26.8	1.53	43.7	0	0	1	Simvastatin	60	0	0	0	0	139.3	7.4	18	6.19	83.8	175	1	0	1	1	1	0	0	0.87	1	99.9	66.1	99.9	66.1	33.8	77.3	0	0	0	null	1	0	0	0.5	0.5	1	Low	0	37.36	0	0	0	0.73	394	6.34	438.3	0.0126	19.4	57.7	1	7.63	4.81	29.67	9.43	517.6	116.9	4	0	11.6	12.5	39.8	2.014	0	0	8.7	1	0	1.96	19.5	1	14	1	14	0	23	Current	1	Low_carb	77.6	Sedentary	12	19	16.6	1,090	5.5	Control	null	72	477	1.94	1	67.7	0	0	0	3	1	1	0	15,952	97.9	0.894	R73.09	2345-7	4548-4	8480-6
HC005-00000047	HC-END-005	62.5	Male	Black	Private	5.8	0	1	0	Metabolically_Healthy	0	0	-0.112	0	0	29	86.6	172.7	95.3	1.1	33	85.5	269.2	6.36	18.4	0	130	65.1	41.8	94.3	18.9	88.2	50	10.5	21.3	2.26	42.9	0	0	1	Pravastatin	50	0	0	0	0	96.2	5.9	10.3	2.44	108.5	149.9	0	1	0	1	0	0	0	1	1	111.8	70.8	98.1	61.6	41	84.5	0	0	0	CCB	1	0	1	0.5	0.5	2.33	Low	0	45.83	0	0	0	0.923	29	6.02	131.2	0.0128	18.5	43.8	1	7.14	2.99	18.53	5.5	260.3	91.5	67.3	1	37.1	28.5	27.1	2.921	0	0	6.7	0	0	1.88	17.7	0	0.5	0	3	0	21	Former	5	DASH	77.4	Moderate	128	31.2	15.7	12,190	6.3	Control	null	70.6	490	-0.88	1	87	0	0	0	2	0	0	0	11,098	55.1	0.991	R73.09	2345-7	4548-4	8480-6
HC005-00000048	HC-END-005	54.7	Male	White	Medicare	5.3	0	0	1	Early_MetS	0	1	0.5	3	2.1	28.7	86.6	173.8	90.9	1.14	30.8	63.4	283.1	6.96	51.9	0	191.8	95.8	49.5	232.3	46.5	142.3	66.5	24	48.5	4.69	105.6	1	0	1	Rosuvastatin	30	0	0	0	0	172	7.5	36.5	15.5	119.4	286.8	1	0	1	1	1	0	1	0.87	1	146.1	96.2	128.7	91	49.9	112.8	1	1	1	ARB	0	0	1	0.5	0.5	3.34	Low	0	18.03	0	0	0	0.921	0	0.15	31.8	0.0133	14.6	40.3	1	5.13	19.03	6.57	12.25	487.3	102.7	27.8	0	32.5	39.3	231.2	3.767	1	1	5.7	0	0	1.25	15.5	0	3.6	1	12	0	27	Current	4	Western	43.8	Low	10	23.7	20	1,071	7.3	Lifestyle	DPP_standard	46.7	207	6.69	1	83.8	1	1	0	4	1	0	0	24,209	65.3	0.851	E88.81	2345-7	4548-4	8480-6
HC005-00000049	HC-END-005	60.1	Female	Hispanic	Medicare	2.6	1	1	0	Metabolically_Healthy	0	0	-0.194	2	0	22.1	62.2	167.8	80.7	1.1	34.9	50	466.4	4.58	20.4	0	232.9	140.9	52.5	197.7	39.5	180.4	93.4	12.3	36.4	3.77	89.9	1	0	0	null	0	0	0	0	0	97.5	5.1	14.8	3.56	149.7	147.4	0	0	0	0	0	0	0	1	1	130.4	80.8	110	68.8	49.7	97.3	1	1	1	ARB	1	0	0	0.5	0.5	2.08	Low	0	43.41	0	0	0	0.635	813	2.76	78.9	0.0166	17.8	49	1	5.97	19.67	5.07	1.63	213.6	71.2	6.3	0	8	8	29.7	1.701	0	0	5.8	0	0	3.17	20.2	0	0.5	0	4	0	1	Never	4	DASH	74	Moderate	177	32.9	14.7	16,000	7	Pharmacotherapy	null	49.3	338	10.08	0	83.5	0	0	0	6	0	1	0	10,061	57.9	0.922	R73.09	2345-7	4548-4	8480-6
HC005-00000050	HC-END-005	52.8	Male	Asian	Medicare	2.3	1	0	2	Established_MetS	1	1	1.054	4	6.3	32	93.2	170.8	98.8	1.13	34.3	83.7	345.2	7.32	42.4	1	217.5	113.6	52.3	257.9	51.6	165.1	82.8	13.6	50.1	4.93	117.2	1	0	1	Atorvastatin	40	0	0	0	0	290.3	8	7.8	5.59	12.3	348.5	1	0	1	0	0	0	1	1	1	132.3	97	112.1	85.3	35.3	108.8	1	1	1	CCB	0	0	0	0.5	0.5	1.07	Low	0	55.27	0	0	1	0.665	7	1.73	850.3	0.0032	13.8	43.6	1	5.5	11.78	5.24	9.28	179.6	74.4	7.6	0	20.2	13.8	40.8	1.628	1	0	6.2	0	0	1.74	12.9	1	10.8	1	14	0	16	Never	3	Mixed	38.4	Moderate	121	27.9	18.1	11,005	9.7	Lifestyle	DPP_standard	84.3	383	9.46	0	78.8	1	1	1	5	1	0	0	27,912	88.6	0.712	E88.81	2345-7	4548-4	8480-6
HC005-00000051	HC-END-005	55.5	Female	Hispanic	Medicare	6.7	0	1	0	Metabolically_Healthy	0	0	-0.17	2	0	26.3	70.7	163.8	94.9	1.09	39	74.4	430.4	6.26	54.3	1	155.2	92.4	43.6	95.9	19.2	111.6	54.4	3.2	24.9	2.2	43.6	0	1	0	null	0	0	0	0	0	94.1	5.2	6.6	1.52	73.5	136.4	0	0	0	0	0	0	0	1	1	109.5	64.5	101.3	60.2	45	79.5	0	0	0	ARB	1	0	0	0.5	0.5	2.34	Low	0	31.9	0	0	0	0.695	22	2.08	52.6	0.0678	17	81.2	1	4.06	11.71	3.83	9.88	223.5	105.5	35.7	1	35	28	10	2.628	1	0	7.1	1	0	3.35	21.6	1	18.9	0	2	0	38	Current	6	Mediterranean	89.3	Moderate	121	30.5	14.5	12,622	6.9	Control	null	50.5	473	4.83	0	82.5	0	0	0	3	0	0	0	16,289	89.2	1	R73.09	2345-7	4548-4	8480-6

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HC-END-005 — Metabolic Syndrome Synthetic Dataset (Sample)

XpertSystems.ai · Synthetic Data Factory · Endocrinology Vertical

A statistically sophisticated synthetic cohort of metabolic-syndrome patients built on a Gaussian copula (MESA/NHANES-calibrated correlation matrix) so the five MetS components — waist, triglycerides, HDL, fasting glucose, and blood pressure — are jointly correlated rather than independently sampled. Covers MetS diagnosis (NCEP-ATP III & IDF), continuous severity (Gurka/Kaplan Z-score), 4-cluster staging, full lipid/glycemic/BP panels, CVD risk (PCE/SCORE2/Framingham), adipokines & inflammation, renal/hepatic markers, lifestyle, intervention arms (DPP-style), and outcomes. This repository contains a 500-row, single-seed sample. The full commercial product scales to 30,000+ patients with 15-year follow-up and CSV / Parquet / JSON delivery.

SKU: HC-END-005
Sample size: 500 patients × 151 columns
License (sample): CC-BY-NC-4.0 — commercial license available for the full product
Contact: pradeep@xpertsystems.ai · https://xpertsystems.ai

Validation

This sample passes XpertSystems Grade A+ validation (overall 10.000 / 10) with deterministic reproduction across all six canonical seeds [42, 7, 123, 2024, 99, 1].

Validation philosophy: structural identities over distribution-fit tests — including a copula-fidelity check (correlation magnitude between waist and triglycerides is preserved). This engine also passes its own built-in 9-benchmark suite (MetS prevalence, T2DM, HTN, NAFLD, mean TG/HDL/SBP, MetS resolution, MACE). MetS prevalence lands at 33%, right on the NHANES ~34% anchor.

Calibration anchors

Metric	Sample value	Target range	Source
MetS prevalence (NCEP-ATP III)	33.0%	29–40%	NHANES 2013-2020 (~34%)
T2DM prevalence	12.0%	9–20%	MetS-enriched cohort
Hypertension prevalence	52.6%	46–60%	MetS-enriched
NAFLD prevalence	24.6%	18–42%	NAFLD epidemiology
Mean triglycerides	179.8 mg/dL	155–195	MESA / NHANES marginals
Mean HDL	48.8 mg/dL	44–58	MESA / NHANES marginals
Mean SBP	126.6 mmHg	122–142	MESA / NHANES marginals
MACE rate (follow-up)	9.4%	5–18%	Pooled Cohort Equations
Lifestyle-arm MetS resolution 1yr	47.7%	30–65%	DPP lifestyle proxy
Copula \|corr(waist,TG)\|	0.27	≥0.20	Gaussian copula (MESA target ~0.42)
IDF ⊆ NCEP consistency	100%	≥0.99	Definition integrity
Component count in [0,5]	100%	≥1.0	Diagnostic integrity
eGFR in [14,128]	100%	≥1.0	Renal physiology bounds
Column count	151	≥145	Schema completeness

Schema highlights by module (151 columns)

Demographics & SDOH. Age, sex, race/ethnicity, insurance, SES, food insecurity, urban flag.

MetS diagnosis. 4-cluster label (Healthy/Early/Established/Refractory), NCEP & IDF flags, continuous Z-score, component count, duration; the five criterion flags (waist/TG/HDL/FG/BP).

Adiposity. BMI, weight, height, waist, WHR, body-fat %, visceral & subcutaneous fat area, visceral-adiposity-index, lipid-accumulation product.

Lipids. TC/LDL/HDL/TG/VLDL/non-HDL/ApoB/Lp(a)/sdLDL/TG-HDL ratio/remnant cholesterol; statin (type, LDL reduction), fibrate, omega-3.

Glycemia. Fasting glucose, HbA1c, fasting insulin, HOMA-IR/B, OGTT 2hr; T2DM & prediabetes flags; metformin, GLP-1, SGLT2i, insulin; GLP-1/SGLT2 cardiometabolic relative risks.

Blood pressure. SBP/DBP, treated SBP/DBP, pulse pressure, MAP, hypertension flag, BP class, control flag, ABPM, nocturnal dipping.

CVD risk & events. ASCVD-10yr (PCE), SCORE2, Framingham, risk category; MACE flag & TTE, CAD/stroke/HF/AFib/PAD; carotid IMT, coronary calcium; hs-CRP, NT-proBNP, troponin.

Adipokines & inflammation. Adiponectin, leptin (+ resistance), IL-6, TNF-α, resistin, visfatin, omentin-1.

Renal/hepatic. eGFR, UACR, CKD; ALT/AST/GGT, FIB-4, NAFLD/NASH; uric acid, hyperuricemia.

Endocrine & comorbidities. Hypothyroidism, TSH, cortisol; OSA & AHI, depression (PHQ-9), anxiety, stress (PSS).

Lifestyle. Smoking, alcohol, diet pattern & quality, physical-activity level, exercise minutes, VO₂max, steps, sleep.

Intervention & outcomes. Arm (Control/Lifestyle/Pharma/Combined), lifestyle sub-arm, adherence, caloric deficit, 1-yr weight loss, MetS resolution (1/3/5-yr); utilization, cost, EQ-5D.

Coding. ICD-10 (E88.81 MetS), LOINC.

Files

hc_end_005_sample.csv — 500-patient sample (151 columns)
generate_sample_dataset_hc_end_005.py — reproducible generator + validation harness
validation_report.json / validation_report.md — full scorecard
sweep_summary.json — 6-seed determinism results

Loading

import pandas as pd
df = pd.read_csv("hc_end_005_sample.csv")
print(df[["patient_id","mets_cluster_label","mets_z_score",
          "homa_ir","ascvd_10yr_risk_pct","intervention_type"]].head())

from datasets import load_dataset
ds = load_dataset("csv", data_files="hc_end_005_sample.csv")

Use cases

Metabolic-syndrome classification & severity (Z-score) modeling
Multi-component correlated-risk-factor analysis (copula-generated joint structure)
CVD-risk prediction and PCE/SCORE2 tooling
Intervention cost-effectiveness & DPP-style resolution modeling
Insulin-resistance / adipokine research prototyping
ML training where real cardiometabolic EHR data is PHI-restricted

Honest limitations & disclosed generator behavior

Transparency is a core XpertSystems principle. The v1.0 engine has the following known behaviors. They are reproducible and disclosed.

Copula correlations are attenuated in Pearson space. The Gaussian copula sets the rank correlation of the five components, but subsequent marginal transforms and added independent noise (e.g. extra normal terms on glucose and SBP) dilute the final Pearson correlations — observed waist-TG ~0.27–0.39 vs the MESA target 0.42, and weaker still for glucose/SBP. The joint structure is real and far better than independent sampling, but is softer than the input matrix.
TG-HDL correlation sign is positive. Due to a double-negative in the HDL transform (hdl = mu - sd·norm_ppf(U[:,2]) where U[:,2] already carries the negative copula loading), the realized triglyceride-HDL correlation is positive (~~0.28) rather than the expected negative (~~-0.45). Treat HDL's joint coupling with caution.
visceral_adiposity_index is a proxy, not true VAI. The assembled field is visfatin·0.1 + bmi·0.2; the properly-computed VAI (sex-specific TG/waist formula) is calculated internally but discarded. Use lip_accum_product for a validated adiposity index.
T2DM flag is HbA1c-derived. t2dm_flag = HbA1c ≥ 6.5 overrides the latent T2DM prior used to seed glucose, so the flag is internally consistent with HbA1c but can diverge from the fasting-glucose mixture in edge cases.

General caveat: cross-field correlations beyond those in the copula and explicit couplings may be weaker than in real cohorts. Not for clinical decision-making — research/development use only.

Commercial product comparison

Capability	This sample	Full HC-END-005 product
Patients	500	30,000+ (configurable)
Follow-up	baseline + flags	15-year longitudinal
Seeds / cohorts	1	Multi-seed, reproducible
Formats	CSV	CSV + Parquet + JSON
Copula fidelity	Attenuated (disclosed)	Calibrated to recover target Pearson matrix
HDL coupling	Positive sign (disclosed)	Sign-corrected negative coupling
VAI	Proxy (disclosed)	Validated sex-specific VAI
License	CC-BY-NC-4.0	Commercial
Support & SLA	—	Included

Full product, custom cohorts, or other endocrinology SKUs: pradeep@xpertsystems.ai

Citation

@dataset{xpertsystems_hc_end_005_2026,
  title        = {HC-END-005: Metabolic Syndrome Synthetic Dataset},
  author       = {XpertSystems.ai},
  year         = {2026},
  publisher    = {XpertSystems.ai Synthetic Data Factory},
  url          = {https://xpertsystems.ai},
  note         = {Synthetic; CC-BY-NC-4.0 (sample). Gaussian-copula component structure
                  calibrated to: NHANES 2013-2020 MetS prevalence; MESA correlation
                  matrices (Multi-Ethnic Study of Atherosclerosis); CARDIA cluster
                  transitions; Diabetes Prevention Program (DPP) lifestyle/metformin arms;
                  LEADER (Marso 2016) and EMPA-REG OUTCOME (Zinman 2015); ACC/AHA Pooled
                  Cohort Equations; SPRINT and ACCORD-BP blood-pressure trials.}
}

Synthetic data generated by XpertSystems.ai. Not derived from real patient records. Not for clinical use.

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