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diabetes

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train · 10k rows

rowID int64 1 10k	race stringclasses 6 values	gender stringclasses 2 values	age stringclasses 10 values	weight stringclasses 8 values	admission_type_id stringclasses 6 values	discharge_disposition_id stringclasses 21 values	admission_source_id stringclasses 10 values	time_in_hospital int64 1 14	payer_code stringclasses 16 values	medical_specialty stringlengths 1 36	num_lab_procedures int64 1 120	num_procedures int64 0 6	num_medications int64 1 81	number_outpatient int64 0 36	number_emergency int64 0 42	number_inpatient int64 0 10	diag_1 stringlengths 1 6	diag_2 stringlengths 1 6	diag_3 stringlengths 1 6	number_diagnoses int64 1 9	max_glu_serum stringclasses 3 values	A1Cresult stringclasses 3 values	metformin stringclasses 4 values	repaglinide stringclasses 4 values	nateglinide stringclasses 4 values	chlorpropamide stringclasses 3 values	glimepiride stringclasses 4 values	acetohexamide stringclasses 1 value	glipizide stringclasses 4 values	glyburide stringclasses 4 values	tolbutamide stringclasses 2 values	pioglitazone stringclasses 4 values	rosiglitazone stringclasses 4 values	acarbose stringclasses 3 values	miglitol stringclasses 4 values	troglitazone stringclasses 1 value	tolazamide stringclasses 2 values	examide stringclasses 1 value	citoglipton stringclasses 1 value	insulin stringclasses 4 values	glyburide.metformin stringclasses 4 values	glipizide.metformin stringclasses 2 values	glimepiride.pioglitazone stringclasses 1 value	metformin.rosiglitazone stringclasses 1 value	metformin.pioglitazone stringclasses 1 value	change stringclasses 2 values	diabetesMed stringclasses 2 values	readmitted bool 2 classes	diag_1_desc stringlengths 6 152 ⌀	diag_2_desc stringlengths 6 160 ⌀	diag_3_desc stringlengths 8 160 ⌀
1,601	Caucasian	Male	[50-60)	?	Elective	null	Physician Referral	4	?	?	45	5	36	0	0	0	414	411	250	5	null	null	Up	No	No	No	No	No	No	Steady	No	No	No	No	No	No	No	No	No	Up	No	No	No	No	No	Ch	Yes	false	Coronary atherosclerosis of unspecified type of vessel, native or graft	Postmyocardial infarction syndrome	Diabetes mellitus without mention of complication, type II or unspecified type, not stated as uncontrolled
1,602	Hispanic	Male	[10-20)	?	Emergency	Discharged to home	Emergency Room	3	?	Pulmonology	21	0	10	0	0	0	682	250	278	4	null	Norm	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	false	Cellulitis and abscess of face	Diabetes mellitus without mention of complication, type II or unspecified type, not stated as uncontrolled	Obesity, unspecified
1,603	Caucasian	Female	[80-90)	?	Emergency	Expired	Emergency Room	1	MC	InternalMedicine	54	3	20	0	0	0	411	276	518	9	null	null	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	Steady	No	No	No	No	No	No	Yes	false	Postmyocardial infarction syndrome	Hyperosmolality and/or hypernatremia	Pulmonary collapse
1,604	Caucasian	Male	[60-70)	?	Urgent	Discharged/transferred to SNF	Physician Referral	13	?	Cardiology	67	5	39	0	0	0	410	496	250.6	9	null	>8	Up	No	No	No	No	No	No	Up	No	No	No	No	No	No	No	No	No	Up	No	No	No	No	No	Ch	Yes	false	Acute myocardial infarction of anterolateral wall, episode of care unspecified	Chronic airway obstruction, not elsewhere classified	Diabetes with neurological manifestations, type II or unspecified type, not stated as uncontrolled
1,605	Caucasian	Female	[70-80)	?	Not Available	Discharged/transferred to home with home health service	null	2	MC	?	9	0	11	0	0	0	38	599	250	9	>200	null	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	Down	No	No	No	No	No	Ch	Yes	false	Streptococcal septicemia	Urinary tract infection, site not specified	Diabetes mellitus without mention of complication, type II or unspecified type, not stated as uncontrolled
1,606	Caucasian	Female	[40-50)	?	Urgent	Discharged to home	Physician Referral	1	?	?	50	4	7	0	0	0	789	493	724	6	null	null	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	Steady	No	No	No	No	No	No	Yes	false	Abdominal pain, unspecified site	Extrinsic asthma, unspecified	Spinal stenosis, unspecified region
1,607	AfricanAmerican	Female	[70-80)	?	Urgent	Discharged to home	Transfer from a hospital	1	MC	Cardiology	26	3	14	0	0	0	410	250	401	3	null	null	No	No	No	No	No	No	No	Steady	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	Yes	true	Acute myocardial infarction of anterolateral wall, episode of care unspecified	Diabetes mellitus without mention of complication, type II or unspecified type, not stated as uncontrolled	Malignant essential hypertension
1,608	AfricanAmerican	Male	[70-80)	?	Elective	Discharged to home	Physician Referral	7	MC	Surgery-Vascular	32	1	34	0	1	0	444	424	785	9	null	null	No	No	No	No	No	No	Steady	No	No	No	No	No	No	No	No	No	No	Up	No	No	No	No	No	Ch	Yes	false	Arterial embolism and thrombosis	Mitral valve disorders	Tachycardia, unspecified
1,609	Caucasian	Female	[80-90)	?	Emergency	Discharged to home	Emergency Room	5	?	?	51	0	11	0	0	5	276	599	496	8	null	null	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	Steady	No	No	No	No	No	No	Yes	true	Hyperosmolality and/or hypernatremia	Urinary tract infection, site not specified	Chronic airway obstruction, not elsewhere classified
1,610	Caucasian	Female	[70-80)	?	null	Discharged/transferred to SNF	null	6	?	Family/GeneralPractice	64	1	14	0	0	0	599	112	486	8	null	null	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	true	Urinary tract infection, site not specified	Candidiasis of mouth	Pneumonia, organism unspecified
1,611	Caucasian	Female	[40-50)	?	Urgent	Discharged to home	Emergency Room	8	SP	Emergency/Trauma	36	3	19	0	0	0	250.8	682	428	9	null	null	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	Down	No	No	No	No	No	Ch	Yes	false	Diabetes with other specified manifestations, type II or unspecified type, not stated as uncontrolled	Cellulitis and abscess of face	Congestive heart failure, unspecified
1,612	Caucasian	Female	[50-60)	?	Elective	Discharged/transferred to another rehab fac including rehab units of a hospital.	Physician Referral	4	MC	Radiologist	41	2	31	0	0	0	715	496	401	7	null	null	No	No	No	No	No	No	Steady	No	No	Steady	No	No	No	No	No	No	No	No	No	No	No	No	No	Ch	Yes	true	Osteoarthrosis, generalized, site unspecified	Chronic airway obstruction, not elsewhere classified	Malignant essential hypertension
1,613	Caucasian	Male	[60-70)	?	Emergency	Discharged to home	Emergency Room	3	?	?	63	1	16	1	1	3	787	250.81	276	9	null	null	No	No	No	No	No	No	No	No	No	Steady	No	No	No	No	No	No	No	Steady	No	No	No	No	No	Ch	Yes	true	Nausea and vomiting	Diabetes with other specified manifestations, type I [juvenile type], not stated as uncontrolled	Hyperosmolality and/or hypernatremia
1,614	Caucasian	Male	[80-90)	?	Emergency	Discharged/transferred to home with home health service	Emergency Room	14	MC	Cardiology	50	2	19	0	0	0	428	427	427	9	null	null	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	true	Congestive heart failure, unspecified	Paroxysmal supraventricular tachycardia	Paroxysmal supraventricular tachycardia
1,615	Caucasian	Male	[50-60)	?	Emergency	Discharged to home	Emergency Room	5	?	?	48	1	10	0	0	0	560	427	560	4	null	null	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	true	Intussusception	Paroxysmal supraventricular tachycardia	Intussusception
1,616	Caucasian	Male	[80-90)	?	Urgent	Discharged to home	Physician Referral	3	HM	?	51	0	5	0	0	0	428	427	414	5	null	>7	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	false	Congestive heart failure, unspecified	Paroxysmal supraventricular tachycardia	Coronary atherosclerosis of unspecified type of vessel, native or graft
1,617	AfricanAmerican	Female	[60-70)	?	Elective	Discharged to home	Physician Referral	6	?	InternalMedicine	65	3	25	0	1	2	780	428	496	9	null	null	No	No	No	No	No	No	No	No	No	Steady	No	No	No	No	No	No	No	Down	No	No	No	No	No	Ch	Yes	true	Alteration of consciousness	Congestive heart failure, unspecified	Chronic airway obstruction, not elsewhere classified
1,618	AfricanAmerican	Male	[50-60)	?	Emergency	Discharged to home	Transfer from another health care facility	6	UN	InternalMedicine	40	0	12	0	0	1	250.8	403	707	5	null	null	No	No	No	No	No	No	No	Steady	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	Yes	false	Diabetes with other specified manifestations, type II or unspecified type, not stated as uncontrolled	Hypertensive chronic kidney disease, malignant, with chronic kidney disease stage I through stage IV, or unspecified	Pressure ulcer, unspecified site
1,619	AfricanAmerican	Female	[60-70)	?	Emergency	Discharged/transferred to another rehab fac including rehab units of a hospital.	Emergency Room	4	MC	?	1	0	9	0	0	0	434	250.92	780	6	null	null	Steady	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	Yes	false	Cerebral thrombosis without mention of cerebral infarction	Diabetes with unspecified complication, type II or unspecified type, uncontrolled	Alteration of consciousness
1,620	Caucasian	Male	[80-90)	?	Urgent	Discharged/transferred to home with home health service	Physician Referral	4	?	InternalMedicine	39	1	25	0	0	0	574	250	558	9	null	null	No	No	No	No	No	No	No	Steady	No	Steady	No	No	No	No	No	No	No	Steady	No	No	No	No	No	Ch	Yes	true	Calculus of gallbladder with acute cholecystitis, without mention of obstruction	Diabetes mellitus without mention of complication, type II or unspecified type, not stated as uncontrolled	Other and unspecified noninfectious gastroenteritis and colitis
1,621	Caucasian	Female	[10-20)	?	Emergency	Discharged to home	Emergency Room	2	?	Pediatrics-CriticalCare	52	0	5	0	0	2	250.13	465	79	4	null	null	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	Steady	No	No	No	No	No	No	Yes	false	Diabetes with ketoacidosis, type I [juvenile type], uncontrolled	Acute laryngopharyngitis	Adenovirus infection in conditions classified elsewhere and of unspecified site
1,622	Caucasian	Male	[70-80)	?	Elective	Discharged to home	Physician Referral	4	SP	?	30	0	12	0	0	0	428	414	V45	4	null	null	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	Up	No	No	No	No	No	Ch	Yes	false	Congestive heart failure, unspecified	Coronary atherosclerosis of unspecified type of vessel, native or graft	Unspecified cardiac device in situ
1,623	AfricanAmerican	Female	[70-80)	?	null	Discharged to home	null	1	?	Family/GeneralPractice	64	0	10	0	0	0	530	530	250	6	null	>7	No	No	No	No	No	No	Steady	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	Yes	true	Achalasia and cardiospasm	Achalasia and cardiospasm	Diabetes mellitus without mention of complication, type II or unspecified type, not stated as uncontrolled
1,624	AfricanAmerican	Male	[70-80)	?	Emergency	Discharged/transferred to home with home health service	Emergency Room	6	?	Family/GeneralPractice	52	3	6	0	1	1	434	250.7	736	6	null	null	Steady	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	Yes	true	Cerebral thrombosis without mention of cerebral infarction	Diabetes with peripheral circulatory disorders, type II or unspecified type, not stated as uncontrolled	Unspecified deformity of forearm, excluding fingers
1,625	Caucasian	Female	[80-90)	?	Elective	Discharged to home	Emergency Room	4	MC	Emergency/Trauma	45	6	11	0	0	0	410	414	401	9	null	null	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	false	Acute myocardial infarction of anterolateral wall, episode of care unspecified	Coronary atherosclerosis of unspecified type of vessel, native or graft	Malignant essential hypertension
1,626	Caucasian	Female	[60-70)	?	Emergency	null	Emergency Room	6	?	Orthopedics	38	4	51	0	0	2	996	414	780	5	null	null	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	Steady	No	No	No	No	No	No	Yes	true	Mechanical complication of unspecified cardiac device, implant, and graft	Coronary atherosclerosis of unspecified type of vessel, native or graft	Alteration of consciousness
1,627	Caucasian	Male	[60-70)	?	Emergency	Discharged to home	Physician Referral	3	?	InternalMedicine	70	0	13	0	0	0	428	425	491	9	null	null	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	false	Congestive heart failure, unspecified	Endomyocardial fibrosis	Simple chronic bronchitis
1,628	Caucasian	Female	[70-80)	?	Emergency	Expired	Transfer from a Skilled Nursing Facility (SNF)	2	?	Family/GeneralPractice	41	0	8	0	0	0	348	250	V10	6	null	null	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	false	Cerebral cysts	Diabetes mellitus without mention of complication, type II or unspecified type, not stated as uncontrolled	Personal history of malignant neoplasm of gastrointestinal tract, unspecified
1,629	Caucasian	Female	[40-50)	?	Emergency	Discharged to home	Emergency Room	1	CP	?	26	0	10	0	0	0	682	250.02	244	6	null	null	Steady	No	No	No	No	No	No	Steady	No	No	No	No	No	No	No	No	No	Steady	No	No	No	No	No	Ch	Yes	false	Cellulitis and abscess of face	Diabetes mellitus without mention of complication, type II or unspecified type, uncontrolled	Postsurgical hypothyroidism
1,630	Caucasian	Female	[60-70)	?	Emergency	Discharged/transferred to home with home health service	Emergency Room	4	MC	?	60	0	20	0	0	2	599	276	824	9	null	null	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	Up	No	No	No	No	No	Ch	Yes	true	Urinary tract infection, site not specified	Hyperosmolality and/or hypernatremia	Fracture of medial malleolus, closed
1,631	?	Male	[60-70)	?	Emergency	Discharged to home	Transfer from another health care facility	2	MC	Family/GeneralPractice	72	0	14	0	0	0	250.8	403	707	5	null	>8	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	false	Diabetes with other specified manifestations, type II or unspecified type, not stated as uncontrolled	Hypertensive chronic kidney disease, malignant, with chronic kidney disease stage I through stage IV, or unspecified	Pressure ulcer, unspecified site
1,632	?	Female	[80-90)	?	Emergency	Discharged/transferred to SNF	Physician Referral	13	?	InternalMedicine	58	0	11	0	1	4	584	276	263	8	null	null	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	false	Acute kidney failure	Hyperosmolality and/or hypernatremia	Malnutrition of moderate degree
1,633	Caucasian	Female	[60-70)	?	Elective	Discharged to home	Clinic Referral	3	?	?	23	1	13	0	0	0	197	V10	250.6	4	null	null	No	Down	No	No	No	No	No	No	No	Steady	No	No	No	No	No	No	No	Steady	No	No	No	No	No	Ch	Yes	false	Secondary malignant neoplasm of lung	Personal history of malignant neoplasm of gastrointestinal tract, unspecified	Diabetes with neurological manifestations, type II or unspecified type, not stated as uncontrolled
1,634	Caucasian	Female	[20-30)	?	Emergency	Discharged to home	Emergency Room	2	MD	?	44	1	15	0	2	0	590	276	250.41	9	null	null	No	No	No	No	No	No	No	No	No	No	Steady	No	No	No	No	No	No	Down	No	No	No	No	No	Ch	Yes	true	Chronic pyelonephritis without lesion of renal medullary necrosis	Hyperosmolality and/or hypernatremia	Diabetes with renal manifestations, type I [juvenile type], not stated as uncontrolled
1,635	Caucasian	Female	[60-70)	?	Elective	Discharged to home	Physician Referral	7	BC	Cardiology	61	3	35	1	0	3	428	427	428	9	null	null	No	No	No	No	Steady	No	No	No	No	No	No	No	No	No	No	No	No	Up	No	No	No	No	No	Ch	Yes	false	Congestive heart failure, unspecified	Paroxysmal supraventricular tachycardia	Congestive heart failure, unspecified
1,636	Caucasian	Male	[80-90)	?	Emergency	Hospice / home	Emergency Room	8	MC	InternalMedicine	47	2	19	0	1	1	584	404	428	9	null	null	No	Down	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	Steady	No	No	No	No	No	Ch	Yes	false	Acute kidney failure	Hypertensive heart and chronic kidney disease, malignant, without heart failure and with chronic kidney disease stage I through stage IV, or unspecified	Congestive heart failure, unspecified
1,637	Caucasian	Female	[40-50)	?	Emergency	Discharged to home	Emergency Room	6	OG	Emergency/Trauma	68	0	12	0	0	0	682	707	788	8	null	null	Steady	Steady	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	Ch	Yes	true	Cellulitis and abscess of face	Pressure ulcer, unspecified site	Renal colic
1,638	Caucasian	Male	[70-80)	?	Emergency	Discharged to home	null	4	MC	Family/GeneralPractice	18	0	23	0	0	0	486	491	250.02	9	>200	null	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	Down	No	No	No	No	No	Ch	Yes	false	Pneumonia, organism unspecified	Simple chronic bronchitis	Diabetes mellitus without mention of complication, type II or unspecified type, uncontrolled
1,639	Caucasian	Female	[70-80)	?	Emergency	Discharged to home	Emergency Room	4	?	InternalMedicine	55	2	16	0	0	1	592	250.01	593	5	null	null	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	Steady	No	No	No	No	No	No	Yes	false	Calculus of kidney	Diabetes mellitus without mention of complication, type I [juvenile type], not stated as uncontrolled	Nephroptosis
1,640	AfricanAmerican	Male	[10-20)	?	Urgent	Discharged to home	Physician Referral	2	?	Pediatrics-Endocrinology	15	0	4	0	0	0	250.02	276	?	2	null	>8	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	Steady	No	No	No	No	No	No	Yes	false	Diabetes mellitus without mention of complication, type II or unspecified type, uncontrolled	Hyperosmolality and/or hypernatremia	null
1,641	AfricanAmerican	Female	[40-50)	?	Elective	Discharged to home	Physician Referral	1	?	InternalMedicine	41	1	10	0	0	0	574	575	250	5	null	null	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	false	Calculus of gallbladder with acute cholecystitis, without mention of obstruction	Acute cholecystitis	Diabetes mellitus without mention of complication, type II or unspecified type, not stated as uncontrolled
1,642	Caucasian	Male	[70-80)	?	Emergency	Discharged to home	null	1	?	Cardiology	13	0	10	0	0	0	414	411	250	6	null	null	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	Up	No	No	No	No	No	Ch	Yes	false	Coronary atherosclerosis of unspecified type of vessel, native or graft	Postmyocardial infarction syndrome	Diabetes mellitus without mention of complication, type II or unspecified type, not stated as uncontrolled
1,643	Caucasian	Male	[40-50)	?	Emergency	Discharged to home	Emergency Room	2	?	?	60	0	20	1	0	0	434	784	781	9	null	null	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	true	Cerebral thrombosis without mention of cerebral infarction	Headache	Abnormal involuntary movements
1,644	AfricanAmerican	Male	[40-50)	?	Emergency	Discharged to home	Emergency Room	2	HM	?	43	0	7	0	0	0	346	435	401	5	null	Norm	No	No	No	No	No	No	No	No	No	No	Steady	No	No	No	No	No	No	Steady	No	No	No	No	No	Ch	Yes	false	Migraine with aura, without mention of intractable migraine without mention of status migrainosus	Basilar artery syndrome	Malignant essential hypertension
1,645	Caucasian	Male	[70-80)	?	Urgent	Discharged/transferred to another short term hospital	Emergency Room	2	SP	Emergency/Trauma	15	4	1	0	0	0	414	427	785	8	null	null	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	false	Coronary atherosclerosis of unspecified type of vessel, native or graft	Paroxysmal supraventricular tachycardia	Tachycardia, unspecified
1,646	AfricanAmerican	Male	[30-40)	?	Urgent	Discharged to home	Emergency Room	2	SP	Emergency/Trauma	57	0	11	0	0	0	608	250.02	272	4	null	>8	No	No	No	No	No	No	No	Steady	No	No	Steady	No	No	No	No	No	No	Down	No	No	No	No	No	Ch	Yes	false	Seminal vesiculitis	Diabetes mellitus without mention of complication, type II or unspecified type, uncontrolled	Pure hypercholesterolemia
1,647	Caucasian	Male	[80-90)	?	Emergency	Discharged to home	null	1	MC	?	4	0	11	0	0	0	785	496	780	8	null	null	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	false	Tachycardia, unspecified	Chronic airway obstruction, not elsewhere classified	Alteration of consciousness
1,648	Caucasian	Female	[80-90)	?	Elective	Discharged/transferred to home with home health service	Transfer from a Skilled Nursing Facility (SNF)	9	CM	Family/GeneralPractice	25	2	17	0	0	1	428	427	427	9	null	null	Down	No	No	No	No	No	Steady	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	Ch	Yes	true	Congestive heart failure, unspecified	Paroxysmal supraventricular tachycardia	Paroxysmal supraventricular tachycardia
1,649	Caucasian	Male	[60-70)	?	Emergency	null	Emergency Room	4	?	?	43	1	17	0	0	1	410	486	585	7	null	null	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	Steady	No	No	No	No	No	No	Yes	true	Acute myocardial infarction of anterolateral wall, episode of care unspecified	Pneumonia, organism unspecified	Chronic kidney disease (ckd)
1,650	AfricanAmerican	Female	[50-60)	?	Urgent	Discharged to home	Physician Referral	1	?	InternalMedicine	10	0	18	0	0	0	278	250	401	9	null	null	Steady	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	Steady	No	No	No	No	No	Ch	Yes	false	Obesity, unspecified	Diabetes mellitus without mention of complication, type II or unspecified type, not stated as uncontrolled	Malignant essential hypertension
1,651	Caucasian	Female	[50-60)	?	Emergency	Discharged to home	Clinic Referral	5	?	?	62	0	18	0	0	0	682	599	276	9	null	null	No	No	No	No	No	No	Steady	No	No	No	No	No	No	No	No	No	No	Up	No	No	No	No	No	Ch	Yes	false	Cellulitis and abscess of face	Urinary tract infection, site not specified	Hyperosmolality and/or hypernatremia
1,652	Caucasian	Female	[50-60)	?	Urgent	Discharged/transferred to home with home health service	Emergency Room	2	MD	Emergency/Trauma	27	0	13	0	0	0	780	682	427	9	null	null	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	Up	No	No	No	No	No	Ch	Yes	true	Alteration of consciousness	Cellulitis and abscess of face	Paroxysmal supraventricular tachycardia
1,653	Caucasian	Female	[50-60)	?	Urgent	Discharged to home	Emergency Room	7	?	?	51	6	27	0	0	1	722	558	401	9	null	null	Up	No	No	No	No	No	No	Up	No	No	Up	No	No	No	No	No	No	Steady	No	No	No	No	No	Ch	Yes	true	Displacement of cervical intervertebral disc without myelopathy	Other and unspecified noninfectious gastroenteritis and colitis	Malignant essential hypertension
1,654	AfricanAmerican	Female	[40-50)	?	Emergency	Discharged to home	Emergency Room	12	MC	?	60	0	20	0	0	0	250.42	276	581	9	null	null	Steady	No	No	No	No	No	No	Up	No	No	Steady	No	No	No	No	No	No	Steady	No	No	No	No	No	Ch	Yes	true	Diabetes with renal manifestations, type II or unspecified type, uncontrolled	Hyperosmolality and/or hypernatremia	Nephrotic syndrome with lesion of proliferative glomerulonephritis
1,655	Caucasian	Male	[50-60)	?	Emergency	Discharged/transferred to home with home health service	Emergency Room	5	MC	Family/GeneralPractice	53	0	19	0	0	0	518	278	786	8	null	null	Steady	No	No	No	No	No	Steady	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	Ch	Yes	false	Pulmonary collapse	Obesity, unspecified	Respiratory abnormality, unspecified
1,656	AfricanAmerican	Male	[30-40)	?	Elective	Discharged to home	Emergency Room	9	OG	Emergency/Trauma	1	0	5	0	0	1	295	401	250	4	null	null	Steady	No	No	No	No	No	Steady	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	Ch	Yes	true	Simple type schizophrenia, unspecified	Malignant essential hypertension	Diabetes mellitus without mention of complication, type II or unspecified type, not stated as uncontrolled
1,657	Other	Female	[60-70)	?	Emergency	Discharged/transferred to another type of inpatient care institution	Emergency Room	5	?	InternalMedicine	33	1	15	0	0	0	518	486	402	9	null	null	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	false	Pulmonary collapse	Pneumonia, organism unspecified	Malignant hypertensive heart disease without heart failure
1,658	Caucasian	Male	[60-70)	?	Not Available	Discharged to home	Physician Referral	1	BC	?	7	0	9	3	0	0	786	424	401	8	null	null	Steady	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	Yes	false	Respiratory abnormality, unspecified	Mitral valve disorders	Malignant essential hypertension
1,659	AfricanAmerican	Male	[60-70)	?	Emergency	Discharged to home	Emergency Room	2	MD	InternalMedicine	45	0	16	0	0	0	434	780	428	5	null	null	Steady	No	No	No	No	No	No	Steady	No	No	No	No	No	No	No	No	No	Up	No	No	No	No	No	Ch	Yes	false	Cerebral thrombosis without mention of cerebral infarction	Alteration of consciousness	Congestive heart failure, unspecified
1,660	Caucasian	Male	[40-50)	?	Urgent	Discharged to home	Physician Referral	2	?	Family/GeneralPractice	47	0	6	0	0	0	486	250	401	4	null	null	No	No	No	No	Steady	No	No	No	No	No	No	No	No	No	No	No	No	Steady	No	No	No	No	No	Ch	Yes	false	Pneumonia, organism unspecified	Diabetes mellitus without mention of complication, type II or unspecified type, not stated as uncontrolled	Malignant essential hypertension
1,661	Caucasian	Female	[80-90)	?	null	Discharged/transferred to SNF	Emergency Room	8	?	Pulmonology	48	0	22	1	0	0	518	491	250	6	null	null	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	true	Pulmonary collapse	Simple chronic bronchitis	Diabetes mellitus without mention of complication, type II or unspecified type, not stated as uncontrolled
1,662	Caucasian	Female	[80-90)	?	Urgent	Discharged/transferred to another short term hospital	Emergency Room	5	MC	Emergency/Trauma	1	0	7	1	2	5	427	428	424	9	null	null	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	true	Paroxysmal supraventricular tachycardia	Congestive heart failure, unspecified	Mitral valve disorders
1,663	Caucasian	Male	[50-60)	?	Elective	Discharged to home	Physician Referral	1	OG	?	3	0	9	1	0	0	458	250	414	4	null	null	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	Steady	No	No	No	No	No	No	Yes	false	Orthostatic hypotension	Diabetes mellitus without mention of complication, type II or unspecified type, not stated as uncontrolled	Coronary atherosclerosis of unspecified type of vessel, native or graft
1,664	Caucasian	Female	[70-80)	?	Emergency	null	Emergency Room	3	?	Family/GeneralPractice	52	0	7	0	0	0	562	428	V45	9	null	null	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	false	Diverticulosis of small intestine (without mention of hemorrhage)	Congestive heart failure, unspecified	Unspecified cardiac device in situ
1,665	Caucasian	Male	[70-80)	?	Elective	Discharged to home	Physician Referral	6	MC	Cardiology	33	3	31	0	0	0	162	197	997	9	null	null	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	Steady	No	No	No	No	No	No	Yes	false	Malignant neoplasm of trachea	Secondary malignant neoplasm of lung	Nervous system complication, unspecified
1,666	Caucasian	Male	[80-90)	?	Not Available	Discharged/transferred to SNF	Physician Referral	5	MC	?	53	0	21	1	0	0	782	285	707	9	null	null	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	Up	No	No	No	No	No	Ch	Yes	true	Disturbance of skin sensation	Sideroblastic anemia	Pressure ulcer, unspecified site
1,667	Caucasian	Male	[80-90)	?	Emergency	Discharged to home	Emergency Room	3	MC	Family/GeneralPractice	58	0	16	0	0	3	428	425	401	9	null	null	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	Steady	No	No	No	No	No	No	Yes	true	Congestive heart failure, unspecified	Endomyocardial fibrosis	Malignant essential hypertension
1,668	Caucasian	Female	[80-90)	?	Emergency	Discharged/transferred to SNF	Emergency Room	11	MC	?	57	4	43	0	0	0	574	404	585	9	null	null	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	Steady	No	No	No	No	No	No	Yes	false	Calculus of gallbladder with acute cholecystitis, without mention of obstruction	Hypertensive heart and chronic kidney disease, malignant, without heart failure and with chronic kidney disease stage I through stage IV, or unspecified	Chronic kidney disease (ckd)
1,669	Caucasian	Male	[30-40)	?	Emergency	Discharged/transferred to home with home health service	Emergency Room	5	?	InternalMedicine	39	1	25	0	0	2	415	453	275	9	null	null	Steady	No	No	No	Steady	No	No	No	No	No	Steady	No	No	No	No	No	No	Steady	No	No	No	No	No	Ch	Yes	true	Acute cor pulmonale	Budd-chiari syndrome	Disorders of mineral metabolism
1,670	AfricanAmerican	Male	[50-60)	?	Urgent	Discharged/transferred to home with home health service	Emergency Room	5	UN	Emergency/Trauma	19	4	11	2	2	1	730	722	41	6	null	null	Steady	No	No	No	No	No	Steady	No	No	Steady	No	No	No	No	No	No	No	No	No	No	No	No	No	Ch	Yes	false	Acute osteomyelitis, site unspecified	Displacement of cervical intervertebral disc without myelopathy	Streptococcus infection in conditions classified elsewhere and of unspecified site, streptococcus, unspecified
1,671	Caucasian	Male	[70-80)	?	Emergency	Discharged to home	Emergency Room	3	HM	?	39	0	14	1	0	0	38	428	427	9	null	null	Steady	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	Yes	true	Streptococcal septicemia	Congestive heart failure, unspecified	Paroxysmal supraventricular tachycardia
1,672	Caucasian	Male	[40-50)	?	Elective	Discharged/transferred to home under care of Home IV provider	Physician Referral	4	?	?	54	2	24	0	0	1	276	V42	403	9	null	null	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	Steady	No	No	No	No	No	No	Yes	false	Hyperosmolality and/or hypernatremia	Kidney replaced by transplant	Hypertensive chronic kidney disease, malignant, with chronic kidney disease stage I through stage IV, or unspecified
1,673	Caucasian	Male	[70-80)	?	Emergency	Discharged/transferred to home with home health service	Emergency Room	6	MC	Family/GeneralPractice	39	2	20	3	0	0	427	427	414	9	null	null	No	Steady	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	Steady	No	No	No	No	No	Ch	Yes	false	Paroxysmal supraventricular tachycardia	Paroxysmal supraventricular tachycardia	Coronary atherosclerosis of unspecified type of vessel, native or graft
1,674	Caucasian	Male	[70-80)	?	Emergency	Discharged to home	Emergency Room	2	?	InternalMedicine	55	3	11	0	0	0	300	788	414	8	null	null	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	true	Anxiety state, unspecified	Renal colic	Coronary atherosclerosis of unspecified type of vessel, native or graft
1,675	Caucasian	Male	[70-80)	?	Elective	Discharged to home	Physician Referral	8	SP	Urology	48	0	18	0	0	1	591	403	276	9	null	null	No	Steady	No	No	No	No	No	No	No	No	Steady	No	No	No	No	No	No	Down	No	No	No	No	No	Ch	Yes	true	Hydronephrosis	Hypertensive chronic kidney disease, malignant, with chronic kidney disease stage I through stage IV, or unspecified	Hyperosmolality and/or hypernatremia
1,676	?	Male	[50-60)	?	Emergency	Discharged to home	Physician Referral	3	?	Surgery-General	49	1	12	0	0	0	435	424	397	6	null	Norm	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	true	Basilar artery syndrome	Mitral valve disorders	Diseases of tricuspid valve
1,677	AfricanAmerican	Male	[30-40)	?	Emergency	Discharged to home	Emergency Room	2	?	Cardiology	36	1	7	0	0	0	427	401	250	3	null	null	No	No	No	No	No	No	Steady	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	Yes	true	Paroxysmal supraventricular tachycardia	Malignant essential hypertension	Diabetes mellitus without mention of complication, type II or unspecified type, not stated as uncontrolled
1,678	AfricanAmerican	Male	[50-60)	?	Urgent	Discharged to home	Emergency Room	3	UN	Emergency/Trauma	59	1	15	0	0	0	577	291	577	8	null	null	Steady	No	No	No	No	No	No	No	No	No	Steady	No	No	No	No	No	No	Up	No	No	No	No	No	Ch	Yes	false	Acute pancreatitis	Alcohol withdrawal delirium	Acute pancreatitis
1,679	AfricanAmerican	Female	[60-70)	?	Elective	Discharged to home	Physician Referral	5	BC	Family/GeneralPractice	57	2	30	0	0	0	562	596	585	9	null	null	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	Steady	No	No	No	No	No	No	Yes	false	Diverticulosis of small intestine (without mention of hemorrhage)	Bladder neck obstruction	Chronic kidney disease (ckd)
1,680	Caucasian	Male	[70-80)	?	Urgent	Discharged to home	Physician Referral	2	HM	?	42	2	13	1	0	0	426	496	401	6	null	null	No	No	No	No	No	No	No	Steady	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	Yes	false	Atrioventricular block, complete	Chronic airway obstruction, not elsewhere classified	Malignant essential hypertension
1,681	AfricanAmerican	Female	[30-40)	?	Emergency	Discharged to home	Emergency Room	3	?	InternalMedicine	59	0	12	0	0	0	250.6	276	536	7	null	null	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	Steady	No	No	No	No	No	No	Yes	true	Diabetes with neurological manifestations, type II or unspecified type, not stated as uncontrolled	Hyperosmolality and/or hypernatremia	Achlorhydria
1,682	AfricanAmerican	Female	[70-80)	?	Emergency	Discharged/transferred to home with home health service	Emergency Room	6	?	?	14	0	9	0	0	0	428	428	414	9	null	null	Steady	No	No	No	No	No	Steady	No	No	No	Steady	No	No	No	No	No	No	No	No	No	No	No	No	Ch	Yes	true	Congestive heart failure, unspecified	Congestive heart failure, unspecified	Coronary atherosclerosis of unspecified type of vessel, native or graft
1,683	Caucasian	Female	[80-90)	?	Emergency	Discharged/transferred to home with home health service	Emergency Room	3	MC	?	29	0	5	0	0	0	590	276	250.8	5	null	null	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	Steady	No	No	No	No	No	Yes	true	Chronic pyelonephritis without lesion of renal medullary necrosis	Hyperosmolality and/or hypernatremia	Diabetes with other specified manifestations, type II or unspecified type, not stated as uncontrolled
1,684	Caucasian	Male	[70-80)	[75-100)	Emergency	Discharged to home	Emergency Room	2	UN	InternalMedicine	53	1	4	0	0	0	578	456	403	7	null	null	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	true	Hematemesis	Esophageal varices with bleeding	Hypertensive chronic kidney disease, malignant, with chronic kidney disease stage I through stage IV, or unspecified
1,685	AfricanAmerican	Female	[80-90)	?	Emergency	Discharged to home	Transfer from another health care facility	5	HM	InternalMedicine	41	0	11	0	0	0	518	491	428	5	null	>7	Steady	No	No	No	No	No	Steady	No	No	No	No	No	No	No	No	No	No	Steady	No	No	No	No	No	Ch	Yes	false	Pulmonary collapse	Simple chronic bronchitis	Congestive heart failure, unspecified
1,686	Caucasian	Male	[60-70)	?	Elective	Discharged/transferred to home with home health service	Physician Referral	7	?	Surgery-Cardiovascular/Thoracic	61	3	28	0	0	0	414	511	250.01	5	null	null	No	No	No	No	No	No	No	No	No	No	Steady	No	No	No	No	No	No	Down	No	No	No	No	No	Ch	Yes	true	Coronary atherosclerosis of unspecified type of vessel, native or graft	Pleurisy without mention of effusion or current tuberculosis	Diabetes mellitus without mention of complication, type I [juvenile type], not stated as uncontrolled
1,687	AfricanAmerican	Female	[50-60)	?	Emergency	Discharged/transferred to home with home health service	Emergency Room	3	?	?	37	0	18	0	0	1	493	V15	272	5	null	>8	Steady	No	No	No	No	No	No	Steady	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	Ch	Yes	false	Extrinsic asthma, unspecified	Personal history of allergy, other than to medicinal agents, presenting hazards to health	Pure hypercholesterolemia
1,688	Caucasian	Male	[60-70)	?	Elective	Discharged to home	Physician Referral	2	?	Surgery-Neuro	51	1	26	4	0	0	724	250.02	401	6	null	>7	Steady	No	No	No	No	No	No	Steady	No	No	No	No	No	No	No	No	No	Steady	No	No	No	No	No	Ch	Yes	false	Spinal stenosis, unspecified region	Diabetes mellitus without mention of complication, type II or unspecified type, uncontrolled	Malignant essential hypertension
1,689	AfricanAmerican	Female	[80-90)	?	Emergency	Discharged/transferred to home with home health service	Emergency Room	2	MC	InternalMedicine	43	1	17	0	0	0	402	204	593	9	null	null	No	No	No	No	No	No	No	No	No	Steady	No	No	No	No	No	No	No	Steady	No	No	No	No	No	Ch	Yes	true	Malignant hypertensive heart disease without heart failure	Acute lymphoid leukemia, without mention of having achieved remission	Nephroptosis
1,690	Caucasian	Male	[80-90)	?	Not Available	Discharged/transferred to SNF	null	5	MC	?	26	0	17	0	0	0	507	996	427	9	>300	null	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	Down	No	No	No	No	No	Ch	Yes	true	Pneumonitis due to inhalation of food or vomitus	Mechanical complication of unspecified cardiac device, implant, and graft	Paroxysmal supraventricular tachycardia
1,691	Caucasian	Male	[70-80)	?	Emergency	Discharged/transferred to SNF	Transfer from a Skilled Nursing Facility (SNF)	6	?	?	42	1	16	0	0	2	599	428	707	9	null	null	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	false	Urinary tract infection, site not specified	Congestive heart failure, unspecified	Pressure ulcer, unspecified site
1,692	Caucasian	Female	[60-70)	?	Not Available	Discharged to home	null	1	?	Family/GeneralPractice	21	0	7	0	0	0	414	411	250	8	>200	null	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	Steady	No	No	No	No	No	No	Yes	false	Coronary atherosclerosis of unspecified type of vessel, native or graft	Postmyocardial infarction syndrome	Diabetes mellitus without mention of complication, type II or unspecified type, not stated as uncontrolled
1,693	AfricanAmerican	Male	[50-60)	?	Emergency	Discharged/transferred to home with home health service	Clinic Referral	8	?	?	71	3	26	0	0	0	486	135	517	9	null	null	Steady	No	No	No	No	No	No	No	No	No	Steady	No	No	No	No	No	No	No	No	No	No	No	No	Ch	Yes	true	Pneumonia, organism unspecified	Sarcoidosis	Lung involvement in conditions classified elsewhere
1,694	Caucasian	Male	[60-70)	?	Elective	Discharged to home	Physician Referral	2	CP	InternalMedicine	36	1	20	5	0	1	V58	197	197	8	null	null	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	Down	No	No	No	No	No	Ch	Yes	true	Encounter for radiotherapy	Secondary malignant neoplasm of lung	Secondary malignant neoplasm of lung
1,695	Caucasian	Male	[60-70)	?	Urgent	Discharged to home	Emergency Room	4	SP	Emergency/Trauma	1	1	16	0	0	1	486	491	562	8	null	null	Steady	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	Steady	No	No	No	No	No	Ch	Yes	true	Pneumonia, organism unspecified	Simple chronic bronchitis	Diverticulosis of small intestine (without mention of hemorrhage)
1,696	Caucasian	Male	[60-70)	?	Elective	null	Physician Referral	1	?	?	1	1	11	0	0	0	433	250	412	5	null	null	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	false	Occlusion and stenosis of basilar artery without mention of cerebral infarction	Diabetes mellitus without mention of complication, type II or unspecified type, not stated as uncontrolled	Old myocardial infarction
1,697	Caucasian	Male	[70-80)	?	Emergency	Discharged to home	Emergency Room	11	?	InternalMedicine	94	6	50	0	0	0	414	424	584	9	null	Norm	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	Up	No	No	No	No	No	Ch	Yes	true	Coronary atherosclerosis of unspecified type of vessel, native or graft	Mitral valve disorders	Acute kidney failure
1,698	Caucasian	Male	[70-80)	?	Emergency	Discharged/transferred to SNF	Emergency Room	2	?	InternalMedicine	23	0	1	0	0	0	276	458	787	6	null	null	No	No	No	No	No	No	No	Steady	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	Yes	false	Hyperosmolality and/or hypernatremia	Orthostatic hypotension	Nausea and vomiting
1,699	Caucasian	Male	[50-60)	?	Emergency	Discharged to home	Emergency Room	4	MC	InternalMedicine	50	1	20	0	0	1	276	496	403	9	null	null	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	Up	No	No	No	No	No	Ch	Yes	false	Hyperosmolality and/or hypernatremia	Chronic airway obstruction, not elsewhere classified	Hypertensive chronic kidney disease, malignant, with chronic kidney disease stage I through stage IV, or unspecified
1,700	AfricanAmerican	Female	[50-60)	?	Emergency	Discharged to home	Emergency Room	2	?	?	32	1	8	0	0	0	250.4	404	276	9	null	null	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	true	Diabetes with renal manifestations, type II or unspecified type, not stated as uncontrolled	Hypertensive heart and chronic kidney disease, malignant, without heart failure and with chronic kidney disease stage I through stage IV, or unspecified	Hyperosmolality and/or hypernatremia

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