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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 ⌀
601	Caucasian	Male	[60-70)	?	Elective	Discharged to home	Physician Referral	2	MC	?	65	0	18	0	0	1	435	368	197	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	Basilar artery syndrome	Amblyopia, unspecified	Secondary malignant neoplasm of lung
602	Caucasian	Male	[70-80)	?	Emergency	Discharged to home	Emergency Room	3	?	Family/GeneralPractice	54	2	9	0	0	1	434	250.6	427	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	Cerebral thrombosis without mention of cerebral infarction	Diabetes with neurological manifestations, type II or unspecified type, not stated as uncontrolled	Paroxysmal supraventricular tachycardia
603	AfricanAmerican	Female	[60-70)	?	Emergency	Discharged to home	Emergency Room	3	?	Cardiology	44	2	23	0	0	0	402	496	585	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	Malignant hypertensive heart disease without heart failure	Chronic airway obstruction, not elsewhere classified	Chronic kidney disease (ckd)
604	Caucasian	Female	[40-50)	?	Emergency	Discharged to home	Emergency Room	2	?	?	47	1	16	0	0	1	481	250.41	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	true	Pneumococcal pneumonia [Streptococcus pneumoniae pneumonia]	Diabetes with renal manifestations, type I [juvenile type], not stated as uncontrolled	Hypertensive chronic kidney disease, malignant, with chronic kidney disease stage I through stage IV, or unspecified
605	Caucasian	Female	[70-80)	?	Emergency	Discharged/transferred to SNF	Emergency Room	3	?	Orthopedics-Reconstructive	56	1	16	0	0	0	820	496	294	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	Closed fracture of intracapsular section of neck of femur, unspecified	Chronic airway obstruction, not elsewhere classified	Amnestic disorder in conditions classified elsewhere
606	Caucasian	Female	[90-100)	?	Urgent	Discharged/transferred to SNF	Emergency Room	4	?	?	72	1	16	0	0	0	599	287	276	9	null	null	No	No	No	No	No	No	Down	No	No	No	No	No	No	No	No	No	No	Steady	No	No	No	No	No	Ch	Yes	true	Urinary tract infection, site not specified	Allergic purpura	Hyperosmolality and/or hypernatremia
607	Caucasian	Male	[50-60)	?	Urgent	Discharged to home	Emergency Room	3	CP	Family/GeneralPractice	1	0	8	0	0	0	786	437	250.02	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	Respiratory abnormality, unspecified	Cerebral atherosclerosis	Diabetes mellitus without mention of complication, type II or unspecified type, uncontrolled
608	AfricanAmerican	Female	[40-50)	?	Emergency	null	Emergency Room	1	?	?	30	0	5	0	0	0	786	530	401	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	Respiratory abnormality, unspecified	Achalasia and cardiospasm	Malignant essential hypertension
609	Caucasian	Male	[80-90)	?	Urgent	Discharged/transferred to ICF	Emergency Room	8	MC	Emergency/Trauma	58	0	21	0	0	1	466	276	250.8	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	Acute bronchitis	Hyperosmolality and/or hypernatremia	Diabetes with other specified manifestations, type II or unspecified type, not stated as uncontrolled
610	AfricanAmerican	Female	[50-60)	?	Elective	null	Physician Referral	6	?	?	37	0	18	1	0	1	486	V42	250.92	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	Pneumonia, organism unspecified	Kidney replaced by transplant	Diabetes with unspecified complication, type II or unspecified type, uncontrolled
611	Caucasian	Male	[60-70)	?	Not Available	Discharged to home	null	1	?	Nephrology	21	1	12	0	0	0	281	414	491	6	Norm	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	Pernicious anemia	Coronary atherosclerosis of unspecified type of vessel, native or graft	Simple chronic bronchitis
612	AfricanAmerican	Female	[70-80)	?	Emergency	Discharged to home	Emergency Room	1	MC	?	42	0	9	0	0	0	428	585	428	9	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	true	Congestive heart failure, unspecified	Chronic kidney disease (ckd)	Congestive heart failure, unspecified
613	Caucasian	Female	[40-50)	?	Urgent	Discharged to home	Physician Referral	3	?	Psychology	16	0	5	0	0	0	296	305	250.01	4	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	false	Bipolar I disorder, single manic episode, unspecified	Alcohol abuse, unspecified	Diabetes mellitus without mention of complication, type I [juvenile type], not stated as uncontrolled
614	Caucasian	Female	[80-90)	?	Elective	Discharged/transferred to home with home health service	Physician Referral	2	SP	Emergency/Trauma	8	0	4	0	0	0	719	401	250	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	true	Effusion of joint, site unspecified	Malignant essential hypertension	Diabetes mellitus without mention of complication, type II or unspecified type, not stated as uncontrolled
615	Caucasian	Male	[70-80)	?	Elective	Hospice / home	Transfer from a hospital	11	MC	Cardiology	19	0	21	0	0	0	428	584	403	6	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	Congestive heart failure, unspecified	Acute kidney failure	Hypertensive chronic kidney disease, malignant, with chronic kidney disease stage I through stage IV, or unspecified
616	Caucasian	Female	[70-80)	?	Emergency	Discharged to home	Emergency Room	3	MC	?	56	1	12	0	0	0	789	496	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	false	Abdominal pain, unspecified site	Chronic airway obstruction, not elsewhere classified	Paroxysmal supraventricular tachycardia
617	Caucasian	Male	[50-60)	?	Urgent	Discharged to home	Emergency Room	6	CM	Emergency/Trauma	70	0	20	0	0	0	486	276	V15	8	null	>8	No	No	No	No	No	No	No	No	No	Steady	No	Steady	No	No	No	No	No	Down	Steady	No	No	No	No	Ch	Yes	true	Pneumonia, organism unspecified	Hyperosmolality and/or hypernatremia	Personal history of allergy, other than to medicinal agents, presenting hazards to health
618	Caucasian	Male	[70-80)	?	Emergency	Discharged to home	Transfer from another health care facility	5	HM	Oncology	64	0	10	0	0	0	491	205	276	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	Simple chronic bronchitis	Acute myeloid leukemia, without mention of having achieved remission	Hyperosmolality and/or hypernatremia
619	Caucasian	Female	[80-90)	?	Emergency	Discharged/transferred to home with home health service	Emergency Room	10	CP	?	73	2	11	0	0	0	436	342	438	9	null	Norm	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, but ill-defined, cerebrovascular disease	Flaccid hemiplegia and hemiparesis affecting unspecified side	Late effects of cerebrovascular disease, cognitive deficits
620	Caucasian	Female	[70-80)	?	null	Discharged/transferred to another type of inpatient care institution	Emergency Room	4	?	InternalMedicine	49	2	12	0	0	0	434	294	250	5	Norm	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	Amnestic disorder in conditions classified elsewhere	Diabetes mellitus without mention of complication, type II or unspecified type, not stated as uncontrolled
621	Caucasian	Male	[50-60)	?	Emergency	Discharged to home	Emergency Room	4	OG	?	65	2	20	0	0	0	250.1	303	291	9	null	null	No	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	Diabetes with ketoacidosis, type II or unspecified type, not stated as uncontrolled	Acute alcoholic intoxication in alcoholism, unspecified	Alcohol withdrawal delirium
622	Caucasian	Male	[50-60)	?	Emergency	Discharged to home	Emergency Room	4	BC	Cardiology	25	3	13	0	0	0	414	425	402	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	false	Coronary atherosclerosis of unspecified type of vessel, native or graft	Endomyocardial fibrosis	Malignant hypertensive heart disease without heart failure
623	Caucasian	Female	[70-80)	?	Urgent	Discharged to home	Emergency Room	2	?	?	73	2	6	0	0	0	239	496	599	9	null	>8	No	No	No	No	Up	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	Ch	Yes	true	Neoplasm of unspecified nature of digestive system	Chronic airway obstruction, not elsewhere classified	Urinary tract infection, site not specified
624	Caucasian	Male	[50-60)	?	Elective	Discharged to home	Physician Referral	4	OG	Orthopedics	36	1	12	0	0	0	958	733	905	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	Air embolism	Osteoporosis, unspecified	Late effect of fracture of skull and face bones
625	AfricanAmerican	Male	[60-70)	?	Emergency	Discharged to home	Emergency Room	2	?	InternalMedicine	57	2	13	0	0	0	786	250	272	4	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	Respiratory abnormality, unspecified	Diabetes mellitus without mention of complication, type II or unspecified type, not stated as uncontrolled	Pure hypercholesterolemia
626	AfricanAmerican	Female	[50-60)	?	Emergency	Discharged to home	Emergency Room	4	?	Gastroenterology	59	3	11	0	0	1	285	276	535	9	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	Sideroblastic anemia	Hyperosmolality and/or hypernatremia	Acute gastritis, without mention of hemorrhage
627	Caucasian	Male	[60-70)	?	Not Available	Discharged/transferred to SNF	null	4	?	?	19	0	31	0	0	3	491	428	508	8	Norm	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	true	Simple chronic bronchitis	Congestive heart failure, unspecified	Acute pulmonary manifestations due to radiation
628	Caucasian	Female	[50-60)	?	Emergency	Discharged to home	Transfer from another health care facility	4	MD	InternalMedicine	36	0	12	0	0	1	401	300	441	5	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	Malignant essential hypertension	Anxiety state, unspecified	Dissection of aorta, unspecified site
629	AfricanAmerican	Female	[70-80)	?	Urgent	Discharged to home	Physician Referral	7	?	InternalMedicine	19	3	12	1	0	0	V57	V54	V43	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	Care involving breathing exercises	Other orthopedic aftercare	Eye globe replaced by other means
630	AfricanAmerican	Female	[60-70)	?	Urgent	Discharged to home	Emergency Room	2	CP	Family/GeneralPractice	54	0	8	0	0	0	786	276	427	7	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	Respiratory abnormality, unspecified	Hyperosmolality and/or hypernatremia	Paroxysmal supraventricular tachycardia
631	Caucasian	Male	[40-50)	?	Elective	null	Physician Referral	12	?	?	40	2	31	0	0	1	682	250.7	996	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	true	Cellulitis and abscess of face	Diabetes with peripheral circulatory disorders, type II or unspecified type, not stated as uncontrolled	Mechanical complication of unspecified cardiac device, implant, and graft
632	AfricanAmerican	Male	[50-60)	?	Urgent	Discharged to home	Physician Referral	1	UN	?	44	1	9	0	0	0	423	305	414	5	null	null	No	No	No	No	No	No	No	No	No	No	Steady	No	No	No	No	No	No	No	No	No	No	No	No	No	Yes	false	Hemopericardium	Alcohol abuse, unspecified	Coronary atherosclerosis of unspecified type of vessel, native or graft
633	Caucasian	Male	[70-80)	?	Elective	Discharged to home	Physician Referral	3	MC	Surgery-General	37	1	16	0	0	0	550	305	401	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	Inguinal hernia, with gangrene, unilateral or unspecified (not specified as recurrent)	Alcohol abuse, unspecified	Malignant essential hypertension
634	Caucasian	Female	[40-50)	?	Emergency	Discharged to home	Emergency Room	10	HM	InternalMedicine	86	1	13	0	0	0	573	276	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	Chronic passive congestion of liver	Hyperosmolality and/or hypernatremia	Diabetes mellitus without mention of complication, type II or unspecified type, not stated as uncontrolled
635	Caucasian	Male	[40-50)	?	Elective	Discharged/transferred to home with home health service	Physician Referral	7	SP	Family/GeneralPractice	56	2	13	0	0	0	250.8	707	682	7	null	>8	Steady	No	No	No	Up	No	No	No	No	No	Steady	No	No	No	No	No	No	Up	No	No	No	No	No	Ch	Yes	false	Diabetes with other specified manifestations, type II or unspecified type, not stated as uncontrolled	Pressure ulcer, unspecified site	Cellulitis and abscess of face
636	Caucasian	Male	[80-90)	?	Urgent	Discharged/transferred to SNF	Physician Referral	12	UN	InternalMedicine	68	1	14	0	0	0	250.8	821	285	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	Diabetes with other specified manifestations, type II or unspecified type, not stated as uncontrolled	Closed fracture of unspecified part of femur	Sideroblastic anemia
637	Caucasian	Female	[80-90)	?	Urgent	Discharged to home	Physician Referral	3	MC	Family/GeneralPractice	60	2	10	0	0	2	428	425	414	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	Congestive heart failure, unspecified	Endomyocardial fibrosis	Coronary atherosclerosis of unspecified type of vessel, native or graft
638	Caucasian	Female	[70-80)	?	Emergency	Discharged to home	Transfer from another health care facility	4	MC	InternalMedicine	59	1	13	0	0	0	435	250	401	5	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	Basilar artery syndrome	Diabetes mellitus without mention of complication, type II or unspecified type, not stated as uncontrolled	Malignant essential hypertension
639	Caucasian	Male	[60-70)	?	null	Expired	Emergency Room	11	?	Gastroenterology	50	3	24	0	0	0	433	250.02	507	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	Occlusion and stenosis of basilar artery without mention of cerebral infarction	Diabetes mellitus without mention of complication, type II or unspecified type, uncontrolled	Pneumonitis due to inhalation of food or vomitus
640	Caucasian	Male	[60-70)	?	Elective	Discharged to home	Physician Referral	8	MC	Surgery-General	27	3	28	0	0	0	153	574	997	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	Malignant neoplasm of hepatic flexure	Calculus of gallbladder with acute cholecystitis, without mention of obstruction	Nervous system complication, unspecified
641	Caucasian	Male	[50-60)	?	Elective	Discharged to home	Physician Referral	1	HM	Radiologist	31	6	7	0	0	0	414	996	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	false	Coronary atherosclerosis of unspecified type of vessel, native or graft	Mechanical complication of unspecified cardiac device, implant, and graft	Diabetes mellitus without mention of complication, type II or unspecified type, not stated as uncontrolled
642	Caucasian	Male	[70-80)	?	Urgent	Discharged/transferred to home with home health service	Physician Referral	3	?	InternalMedicine	31	1	17	0	0	0	566	427	427	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	Abscess of anal and rectal regions	Paroxysmal supraventricular tachycardia	Paroxysmal supraventricular tachycardia
643	Caucasian	Male	[70-80)	?	Emergency	Discharged to home	Emergency Room	1	?	InternalMedicine	24	0	3	0	0	0	780	414	250	4	null	null	Up	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	Ch	Yes	false	Alteration of consciousness	Coronary atherosclerosis of unspecified type of vessel, native or graft	Diabetes mellitus without mention of complication, type II or unspecified type, not stated as uncontrolled
644	AfricanAmerican	Female	[40-50)	?	Elective	Discharged/transferred to home with home health service	Physician Referral	3	BC	Orthopedics-Reconstructive	38	1	28	0	1	0	715	250	?	2	null	null	No	No	No	No	No	No	Steady	No	No	No	Steady	No	No	No	No	No	No	Up	No	No	No	No	No	Ch	Yes	false	Osteoarthrosis, generalized, site unspecified	Diabetes mellitus without mention of complication, type II or unspecified type, not stated as uncontrolled	null
645	Caucasian	Female	[70-80)	?	Elective	Discharged/transferred to SNF	Physician Referral	7	?	?	1	6	41	0	0	1	414	518	250	7	null	null	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	Coronary atherosclerosis of unspecified type of vessel, native or graft	Pulmonary collapse	Diabetes mellitus without mention of complication, type II or unspecified type, not stated as uncontrolled
646	Caucasian	Female	[40-50)	?	Emergency	Discharged to home	Emergency Room	1	MC	?	43	0	10	0	0	1	486	344	494	9	null	>8	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	Quadriplegia, unspecified	Bronchiectasis without acute exacerbation
647	AfricanAmerican	Female	[70-80)	?	Emergency	Discharged/transferred to home with home health service	Emergency Room	8	?	?	66	1	20	0	0	0	486	403	250.5	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	Pneumonia, organism unspecified	Hypertensive chronic kidney disease, malignant, with chronic kidney disease stage I through stage IV, or unspecified	Diabetes with ophthalmic manifestations, type II or unspecified type, not stated as uncontrolled
648	AfricanAmerican	Female	[30-40)	?	Emergency	Discharged to home	Emergency Room	5	SP	InternalMedicine	35	1	16	0	3	0	682	250.02	110	7	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	Cellulitis and abscess of face	Diabetes mellitus without mention of complication, type II or unspecified type, uncontrolled	Dermatophytosis of scalp and beard
649	Caucasian	Female	[60-70)	?	Emergency	Discharged to home	Emergency Room	3	MC	?	58	1	19	0	0	0	540	250	401	4	null	null	Steady	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	Acute appendicitis with generalized peritonitis	Diabetes mellitus without mention of complication, type II or unspecified type, not stated as uncontrolled	Malignant essential hypertension
650	Caucasian	Female	[70-80)	?	Emergency	null	Emergency Room	10	?	Surgery-Neuro	48	0	18	0	0	0	250.6	292	357	9	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	Diabetes with neurological manifestations, type II or unspecified type, not stated as uncontrolled	Drug withdrawal	Acute infective polyneuritis
651	Caucasian	Female	[90-100)	?	Emergency	Discharged/transferred to home with home health service	Transfer from a Skilled Nursing Facility (SNF)	7	?	InternalMedicine	34	0	17	0	0	1	507	496	428	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	Pneumonitis due to inhalation of food or vomitus	Chronic airway obstruction, not elsewhere classified	Congestive heart failure, unspecified
652	AfricanAmerican	Female	[60-70)	?	Emergency	Discharged to home	Emergency Room	2	?	?	41	0	9	0	0	0	577	428	414	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	false	Acute pancreatitis	Congestive heart failure, unspecified	Coronary atherosclerosis of unspecified type of vessel, native or graft
653	?	Female	[50-60)	?	Urgent	Expired	Clinic Referral	14	?	?	84	4	38	0	0	0	996	416	397	9	null	null	Steady	No	No	No	Steady	No	No	No	No	No	No	No	No	No	No	No	No	Down	No	No	No	No	No	Ch	Yes	false	Mechanical complication of unspecified cardiac device, implant, and graft	Primary pulmonary hypertension	Diseases of tricuspid valve
654	Caucasian	Female	[80-90)	?	Urgent	Discharged/transferred to SNF	Emergency Room	4	MC	Family/GeneralPractice	65	0	12	0	0	1	427	428	401	9	null	null	No	No	No	No	No	No	Steady	No	No	No	Steady	No	No	No	No	No	No	Steady	No	No	No	No	No	Ch	Yes	false	Paroxysmal supraventricular tachycardia	Congestive heart failure, unspecified	Malignant essential hypertension
655	Caucasian	Female	[70-80)	?	Emergency	Discharged to home	Emergency Room	3	MC	?	61	4	13	0	0	0	786	401	250	3	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	Malignant essential hypertension	Diabetes mellitus without mention of complication, type II or unspecified type, not stated as uncontrolled
656	Caucasian	Male	[60-70)	?	Not Available	Discharged to home	null	4	?	?	25	1	18	0	0	0	250.6	276	578	9	Norm	null	No	No	No	No	No	No	No	No	No	No	Down	No	No	No	No	No	No	No	No	No	No	No	No	Ch	Yes	false	Diabetes with neurological manifestations, type II or unspecified type, not stated as uncontrolled	Hyperosmolality and/or hypernatremia	Hematemesis
657	Caucasian	Male	[70-80)	?	Emergency	Discharged to home	Emergency Room	1	?	InternalMedicine	62	1	11	0	0	0	786	250.01	354	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	true	Respiratory abnormality, unspecified	Diabetes mellitus without mention of complication, type I [juvenile type], not stated as uncontrolled	Carpal tunnel syndrome
658	Caucasian	Female	[50-60)	?	Emergency	Discharged to home	Emergency Room	4	?	InternalMedicine	72	3	24	1	0	0	786	428	599	9	null	Norm	Steady	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	Respiratory abnormality, unspecified	Congestive heart failure, unspecified	Urinary tract infection, site not specified
659	Caucasian	Female	[50-60)	?	Elective	Discharged to home	Physician Referral	1	BC	Radiologist	6	6	15	0	0	0	414	411	250	7	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	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
660	Caucasian	Female	[40-50)	?	Emergency	Discharged to home	Emergency Room	6	CP	?	71	0	8	0	0	1	250.1	684	380	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	Diabetes with ketoacidosis, type II or unspecified type, not stated as uncontrolled	Impetigo	Perichondritis of pinna, unspecified
661	Caucasian	Female	[80-90)	[125-150)	null	Discharged to home	Emergency Room	5	?	?	69	0	18	0	0	0	428	441	250	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	false	Congestive heart failure, unspecified	Dissection of aorta, unspecified site	Diabetes mellitus without mention of complication, type II or unspecified type, not stated as uncontrolled
662	AfricanAmerican	Male	[70-80)	?	Emergency	Discharged to home	Emergency Room	8	?	?	81	2	20	0	0	0	432	250.01	599	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	true	Nontraumatic extradural hemorrhage	Diabetes mellitus without mention of complication, type I [juvenile type], not stated as uncontrolled	Urinary tract infection, site not specified
663	Caucasian	Female	[50-60)	?	Emergency	Discharged to home	Emergency Room	8	?	Family/GeneralPractice	53	3	20	0	0	0	682	174	599	9	null	>8	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	Cellulitis and abscess of face	Malignant neoplasm of nipple and areola of female breast	Urinary tract infection, site not specified
664	Caucasian	Male	[80-90)	?	Urgent	Discharged to home	Emergency Room	4	MC	Emergency/Trauma	35	1	13	1	1	2	401	428	427	9	null	null	Steady	Up	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	Ch	Yes	false	Malignant essential hypertension	Congestive heart failure, unspecified	Paroxysmal supraventricular tachycardia
665	Caucasian	Female	[80-90)	?	Emergency	Discharged to home	Emergency Room	3	MC	?	57	0	7	0	0	2	427	331	294	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	Paroxysmal supraventricular tachycardia	Alzheimer's disease	Amnestic disorder in conditions classified elsewhere
666	?	Female	[60-70)	?	Urgent	Discharged to home	Physician Referral	6	MD	Psychiatry	37	0	10	0	0	0	295	295	250	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	Simple type schizophrenia, unspecified	Simple type schizophrenia, unspecified	Diabetes mellitus without mention of complication, type II or unspecified type, not stated as uncontrolled
667	Caucasian	Female	[60-70)	?	Elective	Discharged to home	Physician Referral	2	BC	Cardiology	46	0	18	0	0	1	403	276	593	5	null	null	No	No	No	No	Steady	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	Yes	true	Hypertensive chronic kidney disease, malignant, with chronic kidney disease stage I through stage IV, or unspecified	Hyperosmolality and/or hypernatremia	Nephroptosis
668	Caucasian	Male	[50-60)	?	Emergency	Discharged to home	Emergency Room	5	?	?	11	0	16	0	0	0	428	427	491	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	Congestive heart failure, unspecified	Paroxysmal supraventricular tachycardia	Simple chronic bronchitis
669	Caucasian	Male	[80-90)	?	Emergency	Discharged to home	Emergency Room	4	MC	?	47	0	5	0	0	0	780	781	244	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	false	Alteration of consciousness	Abnormal involuntary movements	Postsurgical hypothyroidism
670	Other	Male	[70-80)	?	Urgent	null	Clinic Referral	5	?	?	57	6	32	0	0	0	414	250	600	3	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	Diabetes mellitus without mention of complication, type II or unspecified type, not stated as uncontrolled	Hypertrophy (benign) of prostate without urinary obstruction and other lower urinary tract symptom (LUTS)
671	Caucasian	Female	[70-80)	?	Elective	Discharged to home	Physician Referral	2	MC	Cardiology	41	6	18	0	0	0	414	411	V17	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	Coronary atherosclerosis of unspecified type of vessel, native or graft	Postmyocardial infarction syndrome	Family history of psychiatric condition
672	AfricanAmerican	Male	[60-70)	?	Emergency	Discharged to home	Emergency Room	3	?	Cardiology	40	5	11	0	0	1	410	414	272	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	Acute myocardial infarction of anterolateral wall, episode of care unspecified	Coronary atherosclerosis of unspecified type of vessel, native or graft	Pure hypercholesterolemia
673	AfricanAmerican	Male	[50-60)	?	Emergency	Discharged to home	Emergency Room	7	?	InternalMedicine	63	0	12	0	0	1	584	250.12	403	9	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	Acute kidney failure	Diabetes with ketoacidosis, type II or unspecified type, uncontrolled	Hypertensive chronic kidney disease, malignant, with chronic kidney disease stage I through stage IV, or unspecified
674	Caucasian	Male	[90-100)	?	Emergency	Discharged/transferred to SNF	Emergency Room	9	MD	?	42	0	13	0	0	0	486	276	250	6	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	false	Pneumonia, organism unspecified	Hyperosmolality and/or hypernatremia	Diabetes mellitus without mention of complication, type II or unspecified type, not stated as uncontrolled
675	AfricanAmerican	Female	[70-80)	?	Elective	Discharged/transferred to home with home health service	Physician Referral	3	?	Orthopedics-Reconstructive	2	1	10	0	0	0	715	250	401	5	null	null	No	No	No	No	No	No	No	No	No	No	Steady	No	No	No	No	No	No	No	No	No	No	No	No	No	Yes	false	Osteoarthrosis, generalized, site unspecified	Diabetes mellitus without mention of complication, type II or unspecified type, not stated as uncontrolled	Malignant essential hypertension
676	Hispanic	Female	[40-50)	?	null	Discharged to home	null	10	?	InternalMedicine	85	0	18	0	0	1	572	571	303	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	Abscess of liver	Alcoholic fatty liver	Acute alcoholic intoxication in alcoholism, unspecified
677	Caucasian	Female	[80-90)	?	Not Available	Discharged/transferred to SNF	Physician Referral	3	MC	?	48	3	22	1	0	0	820	428	496	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	Closed fracture of intracapsular section of neck of femur, unspecified	Congestive heart failure, unspecified	Chronic airway obstruction, not elsewhere classified
678	Caucasian	Male	[60-70)	?	Emergency	Discharged to home	Emergency Room	2	?	InternalMedicine	49	0	10	0	0	0	558	496	414	9	null	null	No	No	No	No	No	No	Steady	No	No	No	No	No	No	No	No	No	No	Down	No	No	No	No	No	Ch	Yes	false	Other and unspecified noninfectious gastroenteritis and colitis	Chronic airway obstruction, not elsewhere classified	Coronary atherosclerosis of unspecified type of vessel, native or graft
679	AfricanAmerican	Female	[60-70)	?	Urgent	Discharged/transferred to another rehab fac including rehab units of a hospital.	Physician Referral	12	?	Surgery-Vascular	51	5	29	0	0	0	440	997	518	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	true	Atherosclerosis of aorta	Nervous system complication, unspecified	Pulmonary collapse
680	Caucasian	Male	[60-70)	?	Emergency	Discharged to home	Emergency Room	3	MC	Emergency/Trauma	25	6	18	0	0	0	410	414	414	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	Acute myocardial infarction of anterolateral wall, episode of care unspecified	Coronary atherosclerosis of unspecified type of vessel, native or graft	Coronary atherosclerosis of unspecified type of vessel, native or graft
681	Caucasian	Male	[50-60)	?	Urgent	Discharged to home	Physician Referral	5	?	?	29	2	17	0	0	2	250.7	440	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	true	Diabetes with peripheral circulatory disorders, type II or unspecified type, not stated as uncontrolled	Atherosclerosis of aorta	Hypertensive chronic kidney disease, malignant, with chronic kidney disease stage I through stage IV, or unspecified
682	AfricanAmerican	Male	[30-40)	?	Emergency	Discharged to home	Emergency Room	2	BC	?	57	0	5	0	0	0	250	276	278	3	null	>8	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	false	Diabetes mellitus without mention of complication, type II or unspecified type, not stated as uncontrolled	Hyperosmolality and/or hypernatremia	Obesity, unspecified
683	Caucasian	Female	[20-30)	?	null	Not Mapped	null	1	?	?	24	0	9	0	0	0	250.11	969	E980	4	>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	Diabetes with ketoacidosis, type I [juvenile type], not stated as uncontrolled	Poisoning by antidepressant, unspecified	Poisoning by analgesics, antipyretics, and antirheumatics, undetermined whether accidentally or purposely inflicted
684	Caucasian	Male	[80-90)	[75-100)	null	Discharged/transferred to home with home health service	null	7	?	Surgery-General	46	2	16	0	0	0	441	E878	427	7	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	Dissection of aorta, unspecified site	Surgical operation with transplant of whole organ causing abnormal patient reaction, or later complication, without mention of misadventure at time of operation	Paroxysmal supraventricular tachycardia
685	AfricanAmerican	Male	[60-70)	[100-125)	Elective	Discharged/transferred to home with home health service	Physician Referral	6	DM	Family/GeneralPractice	47	1	23	8	1	0	204	413	287	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 lymphoid leukemia, without mention of having achieved remission	Angina decubitus	Allergic purpura
686	Caucasian	Male	[60-70)	?	Emergency	Discharged/transferred to home with home health service	Emergency Room	10	MC	?	58	2	25	0	0	0	518	496	138	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	true	Pulmonary collapse	Chronic airway obstruction, not elsewhere classified	Late effects of acute poliomyelitis
687	Caucasian	Female	[30-40)	?	Elective	Discharged to home	Physician Referral	3	?	ObstetricsandGynecology	23	1	15	0	0	0	654	648	250	5	null	Norm	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	Congenital abnormalities of uterus, unspecified as to episode of care or not applicable	Diabetes mellitus of mother, complicating pregnancy, childbirth, or the puerperium, unspecified as to episode of care or not applicable	Diabetes mellitus without mention of complication, type II or unspecified type, not stated as uncontrolled
688	Caucasian	Male	[60-70)	?	Urgent	Discharged to home	Physician Referral	1	UN	Cardiology	46	2	10	0	0	0	414	250	401	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	Coronary atherosclerosis of unspecified type of vessel, native or graft	Diabetes mellitus without mention of complication, type II or unspecified type, not stated as uncontrolled	Malignant essential hypertension
689	Caucasian	Male	[70-80)	?	Not Available	Discharged/transferred to another short term hospital	null	2	MC	Cardiology	19	3	20	0	0	0	997	410	E879	8	Norm	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	Nervous system complication, unspecified	Acute myocardial infarction of anterolateral wall, episode of care unspecified	Cardiac catheterization as the cause of abnormal reaction of patient, or of later complication, without mention of misadventure at time of procedure
690	AfricanAmerican	Female	[40-50)	?	Elective	Discharged/transferred to another short term hospital	Transfer from a hospital	9	MC	InternalMedicine	73	2	23	0	0	1	584	403	428	9	null	null	No	Up	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	Steady	No	No	No	No	No	Ch	Yes	true	Acute kidney failure	Hypertensive chronic kidney disease, malignant, with chronic kidney disease stage I through stage IV, or unspecified	Congestive heart failure, unspecified
691	Caucasian	Female	[60-70)	?	null	Discharged to home	null	5	?	Nephrology	60	0	8	0	0	0	428	496	403	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	Congestive heart failure, unspecified	Chronic airway obstruction, not elsewhere classified	Hypertensive chronic kidney disease, malignant, with chronic kidney disease stage I through stage IV, or unspecified
692	Caucasian	Female	[60-70)	?	Emergency	Discharged/transferred to another rehab fac including rehab units of a hospital.	Emergency Room	14	?	?	83	1	50	2	0	0	250.82	428	282	9	null	null	Steady	No	No	No	Up	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	Ch	Yes	true	Diabetes with other specified manifestations, type II or unspecified type, uncontrolled	Congestive heart failure, unspecified	Hereditary spherocytosis
693	Caucasian	Female	[90-100)	?	Emergency	Discharged/transferred to SNF	Emergency Room	6	MC	InternalMedicine	62	0	11	0	0	0	599	276	427	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	Urinary tract infection, site not specified	Hyperosmolality and/or hypernatremia	Paroxysmal supraventricular tachycardia
694	?	Female	[50-60)	?	Urgent	Discharged to home	Physician Referral	2	MC	InternalMedicine	46	4	18	0	0	0	786	428	530	5	null	>7	No	No	No	No	Steady	No	No	No	No	Steady	No	No	No	No	No	No	No	Steady	No	No	No	No	No	Ch	Yes	false	Respiratory abnormality, unspecified	Congestive heart failure, unspecified	Achalasia and cardiospasm
695	Caucasian	Female	[60-70)	?	Urgent	Discharged/transferred to home with home health service	Physician Referral	2	?	Urology	49	2	5	0	0	1	590	599	41	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	Chronic pyelonephritis without lesion of renal medullary necrosis	Urinary tract infection, site not specified	Streptococcus infection in conditions classified elsewhere and of unspecified site, streptococcus, unspecified
696	Caucasian	Male	[60-70)	?	Urgent	Discharged to home	Transfer from a hospital	10	?	?	45	6	21	0	0	0	410	427	414	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	false	Acute myocardial infarction of anterolateral wall, episode of care unspecified	Paroxysmal supraventricular tachycardia	Coronary atherosclerosis of unspecified type of vessel, native or graft
697	Caucasian	Male	[70-80)	?	Emergency	Discharged to home	Emergency Room	2	?	?	60	5	11	0	0	0	427	250	600	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	Paroxysmal supraventricular tachycardia	Diabetes mellitus without mention of complication, type II or unspecified type, not stated as uncontrolled	Hypertrophy (benign) of prostate without urinary obstruction and other lower urinary tract symptom (LUTS)
698	Caucasian	Female	[60-70)	?	Emergency	Discharged to home	Emergency Room	3	?	InternalMedicine	54	3	12	0	0	1	592	511	562	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 kidney	Pleurisy without mention of effusion or current tuberculosis	Diverticulosis of small intestine (without mention of hemorrhage)
699	Caucasian	Male	[70-80)	?	Emergency	null	Emergency Room	1	?	?	43	1	6	0	0	0	593	276	998	9	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	false	Nephroptosis	Hyperosmolality and/or hypernatremia	Postoperative shock, unspecified
700	Caucasian	Male	[50-60)	?	Urgent	Discharged to home	Emergency Room	3	SP	Surgery-General	56	1	15	0	0	0	682	250.02	276	3	null	>8	Steady	No	No	No	No	No	Steady	No	No	No	No	No	No	No	No	No	No	Down	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	Hyperosmolality and/or hypernatremia

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