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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 ⌀
701	Caucasian	Female	[70-80)	?	Elective	Discharged/transferred to home with home health service	Physician Referral	7	?	Family/GeneralPractice	37	2	23	0	0	0	558	153	197	8	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	Other and unspecified noninfectious gastroenteritis and colitis	Malignant neoplasm of hepatic flexure	Secondary malignant neoplasm of lung
702	Caucasian	Female	[50-60)	?	Urgent	Discharged/transferred to home with home health service	Physician Referral	8	?	Oncology	45	0	10	0	0	1	682	153	197	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	Malignant neoplasm of hepatic flexure	Secondary malignant neoplasm of lung
703	Caucasian	Male	[70-80)	?	Emergency	Discharged to home	Emergency Room	2	MC	Osteopath	32	0	11	0	0	0	719	453	459	8	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	true	Effusion of joint, site unspecified	Budd-chiari syndrome	Hemorrhage, unspecified
704	Caucasian	Female	[40-50)	?	Urgent	Discharged to home	Physician Referral	3	?	InternalMedicine	50	6	11	0	0	0	590	276	250.02	9	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	Chronic pyelonephritis without lesion of renal medullary necrosis	Hyperosmolality and/or hypernatremia	Diabetes mellitus without mention of complication, type II or unspecified type, uncontrolled
705	AfricanAmerican	Female	[50-60)	?	Emergency	Discharged to home	Emergency Room	2	BC	InternalMedicine	45	0	9	0	1	1	250.6	536	V58	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	Diabetes with neurological manifestations, type II or unspecified type, not stated as uncontrolled	Achlorhydria	Encounter for radiotherapy
706	Caucasian	Male	[60-70)	?	Elective	Discharged to home	Physician Referral	1	SP	Cardiology	9	0	11	0	0	0	786	427	424	9	null	null	Steady	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	Respiratory abnormality, unspecified	Paroxysmal supraventricular tachycardia	Mitral valve disorders
707	Caucasian	Female	[60-70)	?	Urgent	Discharged to home	Physician Referral	3	MC	Gastroenterology	68	2	11	0	0	0	584	E942	280	9	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	true	Acute kidney failure	Cardiac rhythm regulators causing adverse effects in therapeutic use	Iron deficiency anemia secondary to blood loss (chronic)
708	Caucasian	Male	[50-60)	?	Emergency	Discharged/transferred to another rehab fac including rehab units of a hospital.	Emergency Room	4	BC	?	44	2	21	0	0	0	820	305	305	6	null	Norm	Steady	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	Closed fracture of intracapsular section of neck of femur, unspecified	Alcohol abuse, unspecified	Alcohol abuse, unspecified
709	AfricanAmerican	Female	[50-60)	?	Emergency	Discharged to home	Emergency Room	8	?	Cardiology	52	5	18	0	0	0	786	403	V45	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	Respiratory abnormality, unspecified	Hypertensive chronic kidney disease, malignant, with chronic kidney disease stage I through stage IV, or unspecified	Unspecified cardiac device in situ
710	AfricanAmerican	Male	[50-60)	?	Emergency	null	Emergency Room	11	?	Surgery-Neuro	33	3	16	0	0	0	800	867	261	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	Closed fracture of vault of skull without mention of intracranial injury, unspecified state of consciousness	Injury to bladder and urethra, without mention of open wound into cavity	Nutritional marasmus
711	Caucasian	Male	[70-80)	?	Emergency	Discharged to home	Emergency Room	3	MC	?	62	3	25	0	0	1	427	427	286	9	null	null	No	No	No	No	No	No	Up	No	No	No	Up	No	No	No	No	No	No	Down	No	No	No	No	No	Ch	Yes	false	Paroxysmal supraventricular tachycardia	Paroxysmal supraventricular tachycardia	Congenital factor VIII disorder
712	Caucasian	Male	[80-90)	?	null	Discharged to home	Physician Referral	12	?	Psychiatry	55	3	11	1	0	0	296	428	V15	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	Bipolar I disorder, single manic episode, unspecified	Congestive heart failure, unspecified	Personal history of allergy, other than to medicinal agents, presenting hazards to health
713	AfricanAmerican	Female	[30-40)	?	Emergency	Discharged to home	Emergency Room	4	?	Endocrinology	71	0	11	0	0	0	250.13	462	401	6	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 with ketoacidosis, type I [juvenile type], uncontrolled	Acute pharyngitis	Malignant essential hypertension
714	Caucasian	Female	[70-80)	?	Emergency	Discharged to home	Emergency Room	4	?	InternalMedicine	31	0	14	0	0	0	682	V10	250	5	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	Personal history of malignant neoplasm of gastrointestinal tract, unspecified	Diabetes mellitus without mention of complication, type II or unspecified type, not stated as uncontrolled
715	Caucasian	Male	[60-70)	?	Urgent	Discharged/transferred to home with home health service	Physician Referral	5	?	?	41	0	19	0	0	2	454	496	278	5	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	Varicose veins of lower extremities with ulcer	Chronic airway obstruction, not elsewhere classified	Obesity, unspecified
716	Caucasian	Female	[60-70)	?	Emergency	Discharged to home	Emergency Room	2	?	Family/GeneralPractice	39	0	11	0	0	0	428	250	305	4	null	null	Steady	No	No	No	No	No	Up	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	Ch	Yes	false	Congestive heart failure, unspecified	Diabetes mellitus without mention of complication, type II or unspecified type, not stated as uncontrolled	Alcohol abuse, unspecified
717	Caucasian	Female	[70-80)	?	null	Discharged to home	Emergency Room	2	?	Pulmonology	39	3	17	1	0	0	411	401	272	4	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	false	Postmyocardial infarction syndrome	Malignant essential hypertension	Pure hypercholesterolemia
718	Caucasian	Male	[60-70)	?	Emergency	null	Emergency Room	3	?	Pediatrics	43	6	18	0	0	0	414	250.6	427	9	null	>7	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 with neurological manifestations, type II or unspecified type, not stated as uncontrolled	Paroxysmal supraventricular tachycardia
719	Caucasian	Female	[70-80)	?	Not Available	Discharged/transferred to home with home health service	null	3	?	Hematology/Oncology	27	0	14	0	0	0	276	428	427	8	Norm	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	Hyperosmolality and/or hypernatremia	Congestive heart failure, unspecified	Paroxysmal supraventricular tachycardia
720	Caucasian	Male	[70-80)	?	Not Available	Discharged/transferred to SNF	null	3	?	Family/GeneralPractice	19	0	17	0	0	0	486	401	250	7	Norm	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	Pneumonia, organism unspecified	Malignant essential hypertension	Diabetes mellitus without mention of complication, type II or unspecified type, not stated as uncontrolled
721	Caucasian	Female	[90-100)	?	Emergency	Discharged/transferred to home with home health service	Emergency Room	4	?	InternalMedicine	69	1	12	0	0	0	428	250	401	7	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	Congestive heart failure, unspecified	Diabetes mellitus without mention of complication, type II or unspecified type, not stated as uncontrolled	Malignant essential hypertension
722	AfricanAmerican	Male	[70-80)	?	Emergency	Discharged to home	Transfer from another health care facility	3	MC	InternalMedicine	39	0	6	0	0	0	434	250	414	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	Cerebral thrombosis without mention of cerebral infarction	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
723	?	Female	[70-80)	?	Elective	Discharged to home	Physician Referral	3	MC	?	44	2	15	0	0	0	280	530	553	6	null	null	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	Steady	Steady	No	No	No	No	Ch	Yes	true	Iron deficiency anemia secondary to blood loss (chronic)	Achalasia and cardiospasm	Femoral hernia without mention of obstruction of gangrene, unilateral or unspecified(not specified as recurrent)
724	AfricanAmerican	Female	[40-50)	?	Elective	Discharged/transferred to a long term care hospital.	Physician Referral	8	?	Orthopedics-Reconstructive	42	3	29	0	0	0	996	711	280	9	null	Norm	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	Mechanical complication of unspecified cardiac device, implant, and graft	Pyogenic arthritis, site unspecified	Iron deficiency anemia secondary to blood loss (chronic)
725	?	Male	[60-70)	?	Emergency	Discharged to home	Transfer from another health care facility	5	UN	Family/GeneralPractice	47	0	14	0	0	0	555	565	250	3	null	>7	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	Regional enteritis of small intestine	Anal fissure	Diabetes mellitus without mention of complication, type II or unspecified type, not stated as uncontrolled
726	Caucasian	Female	[40-50)	?	Elective	Discharged to home	Physician Referral	3	HM	ObstetricsandGynecology	46	4	10	0	0	0	218	218	218	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	Submucous leiomyoma of uterus	Submucous leiomyoma of uterus	Submucous leiomyoma of uterus
727	Caucasian	Male	[80-90)	?	Emergency	Discharged to home	Emergency Room	5	MC	?	85	2	15	0	0	1	486	V45	585	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	Pneumonia, organism unspecified	Unspecified cardiac device in situ	Chronic kidney disease (ckd)
728	Caucasian	Male	[50-60)	?	Emergency	Discharged to home	Emergency Room	3	?	InternalMedicine	61	0	9	0	0	1	584	276	276	9	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	Acute kidney failure	Hyperosmolality and/or hypernatremia	Hyperosmolality and/or hypernatremia
729	AfricanAmerican	Female	[60-70)	?	Emergency	Discharged to home	Emergency Room	11	HM	InternalMedicine	52	1	31	0	0	1	518	486	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	Pulmonary collapse	Pneumonia, organism unspecified	Congestive heart failure, unspecified
730	Caucasian	Female	[70-80)	?	Urgent	Discharged to home	Emergency Room	3	?	?	73	2	22	0	0	4	276	403	428	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	Hyperosmolality and/or hypernatremia	Hypertensive chronic kidney disease, malignant, with chronic kidney disease stage I through stage IV, or unspecified	Congestive heart failure, unspecified
731	Caucasian	Female	[40-50)	?	Elective	Discharged to home	Physician Referral	1	BC	Orthopedics-Reconstructive	26	6	20	0	0	0	726	726	716	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	Adhesive capsulitis of shoulder	Adhesive capsulitis of shoulder	Kaschin-Beck disease, site unspecified
732	Caucasian	Female	[60-70)	?	Not Available	Discharged/transferred to home with home health service	Physician Referral	4	MC	?	3	1	11	1	0	0	996	E878	401	5	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	Mechanical complication of unspecified cardiac device, implant, and graft	Surgical operation with transplant of whole organ causing abnormal patient reaction, or later complication, without mention of misadventure at time of operation	Malignant essential hypertension
733	Other	Male	[40-50)	?	Urgent	Discharged to home	Transfer from a hospital	1	?	?	38	6	13	0	0	0	414	411	250	8	null	null	No	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	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
734	AfricanAmerican	Male	[50-60)	?	Emergency	null	Emergency Room	1	?	Family/GeneralPractice	57	1	3	0	0	0	535	285	535	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 gastritis, without mention of hemorrhage	Sideroblastic anemia	Acute gastritis, without mention of hemorrhage
735	Caucasian	Male	[40-50)	?	Elective	Discharged to home	Physician Referral	1	?	InternalMedicine	21	4	8	0	0	2	996	414	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	Mechanical complication of unspecified cardiac device, implant, and graft	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
736	Caucasian	Male	[80-90)	?	Emergency	null	Emergency Room	9	?	?	65	0	12	0	0	0	276	427	585	8	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	Hyperosmolality and/or hypernatremia	Paroxysmal supraventricular tachycardia	Chronic kidney disease (ckd)
737	Caucasian	Male	[70-80)	?	Emergency	Discharged/transferred to SNF	Emergency Room	4	?	?	41	2	22	0	0	1	820	428	250.6	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	true	Closed fracture of intracapsular section of neck of femur, unspecified	Congestive heart failure, unspecified	Diabetes with neurological manifestations, type II or unspecified type, not stated as uncontrolled
738	Caucasian	Male	[70-80)	?	null	Discharged/transferred to another short term hospital	HMO Referral	10	?	?	80	2	18	0	0	0	189	599	585	7	null	>8	No	No	No	No	No	No	Up	No	No	No	No	No	No	No	No	No	No	Steady	No	No	No	No	No	Ch	Yes	false	Malignant neoplasm of kidney, except pelvis	Urinary tract infection, site not specified	Chronic kidney disease (ckd)
739	AfricanAmerican	Female	[30-40)	?	Emergency	Left AMA	Emergency Room	1	MD	?	90	0	13	0	1	0	291	276	710	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	Alcohol withdrawal delirium	Hyperosmolality and/or hypernatremia	Systemic lupus erythematosus
740	Caucasian	Female	[50-60)	?	Urgent	Discharged to home	Emergency Room	1	?	?	60	0	11	0	0	0	558	276	536	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	Other and unspecified noninfectious gastroenteritis and colitis	Hyperosmolality and/or hypernatremia	Achlorhydria
741	AfricanAmerican	Female	[60-70)	?	Emergency	Discharged to home	Transfer from another health care facility	5	HM	InternalMedicine	53	2	15	0	0	0	577	576	793	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	Acute pancreatitis	Postcholecystectomy syndrome	Nonspecific (abnormal) findings on radiological and other examination of skull and head
742	Caucasian	Male	[70-80)	?	Emergency	Discharged to home	Emergency Room	2	?	Cardiology	31	0	12	0	0	1	780	428	414	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	Alteration of consciousness	Congestive heart failure, unspecified	Coronary atherosclerosis of unspecified type of vessel, native or graft
743	Caucasian	Female	[80-90)	?	Emergency	Discharged to home	Emergency Room	3	CM	?	45	6	13	0	0	0	414	250	272	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	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	Pure hypercholesterolemia
744	Caucasian	Female	[80-90)	?	Emergency	Discharged/transferred to SNF	Physician Referral	4	MC	?	39	1	23	0	0	0	821	276	276	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	Closed fracture of unspecified part of femur	Hyperosmolality and/or hypernatremia	Hyperosmolality and/or hypernatremia
745	Caucasian	Male	[80-90)	?	Elective	Discharged/transferred to another type of inpatient care institution	Physician Referral	7	?	Urology	3	0	10	0	0	0	600	788	V45	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	Hypertrophy (benign) of prostate without urinary obstruction and other lower urinary tract symptom (LUTS)	Renal colic	Unspecified cardiac device in situ
746	Caucasian	Male	[50-60)	?	Urgent	Discharged/transferred to home with home health service	Transfer from a hospital	6	?	Cardiology	51	4	20	0	0	0	428	250.6	707	7	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	true	Congestive heart failure, unspecified	Diabetes with neurological manifestations, type II or unspecified type, not stated as uncontrolled	Pressure ulcer, unspecified site
747	AfricanAmerican	Male	[50-60)	?	Emergency	Discharged to home	Emergency Room	1	?	InternalMedicine	26	0	7	0	0	1	786	401	250	7	null	null	No	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	Respiratory abnormality, unspecified	Malignant essential hypertension	Diabetes mellitus without mention of complication, type II or unspecified type, not stated as uncontrolled
748	Caucasian	Female	[80-90)	?	Elective	Discharged to home	Physician Referral	3	MC	InternalMedicine	36	0	10	0	0	2	440	682	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	false	Atherosclerosis of aorta	Cellulitis and abscess of face	Urinary tract infection, site not specified
749	Caucasian	Female	[80-90)	?	Emergency	Discharged/transferred to home with home health service	Emergency Room	3	MC	?	60	0	13	0	0	0	780	332	346	6	null	>8	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	Alteration of consciousness	Paralysis agitans	Migraine with aura, without mention of intractable migraine without mention of status migrainosus
750	Caucasian	Female	[90-100)	?	Emergency	Discharged/transferred to SNF	Emergency Room	4	?	Orthopedics-Reconstructive	35	0	22	0	0	0	812	250.01	369	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	Closed fracture of unspecified part of upper end of humerus	Diabetes mellitus without mention of complication, type I [juvenile type], not stated as uncontrolled	Profound impairment, both eyes, impairment level not further specified
751	?	Female	[80-90)	?	Emergency	Discharged to home	Transfer from another health care facility	3	MC	Family/GeneralPractice	58	0	6	0	0	0	276	?	780	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	false	Hyperosmolality and/or hypernatremia	null	Alteration of consciousness
752	AfricanAmerican	Female	[60-70)	?	Emergency	Discharged/transferred to home with home health service	Transfer from a hospital	2	?	?	61	0	5	0	0	0	435	V42	403	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	Basilar artery syndrome	Kidney replaced by transplant	Hypertensive chronic kidney disease, malignant, with chronic kidney disease stage I through stage IV, or unspecified
753	Caucasian	Female	[80-90)	?	Not Available	Discharged to home	Physician Referral	1	MC	?	47	0	8	1	1	0	250.8	276	401	4	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	Diabetes with other specified manifestations, type II or unspecified type, not stated as uncontrolled	Hyperosmolality and/or hypernatremia	Malignant essential hypertension
754	AfricanAmerican	Male	[70-80)	?	Emergency	Discharged to home	Emergency Room	4	?	Cardiology	58	0	18	0	0	0	428	403	491	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	Congestive heart failure, unspecified	Hypertensive chronic kidney disease, malignant, with chronic kidney disease stage I through stage IV, or unspecified	Simple chronic bronchitis
755	Caucasian	Female	[70-80)	?	Emergency	Expired	Emergency Room	9	MC	InternalMedicine	26	0	26	0	0	0	250.8	428	560	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	Diabetes with other specified manifestations, type II or unspecified type, not stated as uncontrolled	Congestive heart failure, unspecified	Intussusception
756	Caucasian	Male	[70-80)	?	Elective	Discharged to home	Emergency Room	3	MC	Family/GeneralPractice	53	0	12	0	0	0	560	788	560	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	Intussusception	Renal colic	Intussusception
757	AfricanAmerican	Male	[80-90)	?	Elective	Discharged/transferred to another rehab fac including rehab units of a hospital.	Physician Referral	5	?	Urology	36	3	10	0	0	1	188	599	599	9	null	null	No	Steady	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	Yes	true	Malignant neoplasm of trigone of urinary bladder	Urinary tract infection, site not specified	Urinary tract infection, site not specified
758	Caucasian	Female	[90-100)	?	Emergency	Discharged to home	Emergency Room	8	MC	?	65	1	9	0	0	2	560	562	250	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	Intussusception	Diverticulosis of small intestine (without mention of hemorrhage)	Diabetes mellitus without mention of complication, type II or unspecified type, not stated as uncontrolled
759	Caucasian	Male	[40-50)	?	null	Discharged to home	Emergency Room	1	?	InternalMedicine	41	3	11	0	0	0	786	530	272	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	Respiratory abnormality, unspecified	Achalasia and cardiospasm	Pure hypercholesterolemia
760	Caucasian	Male	[30-40)	?	null	Discharged to home	null	2	?	Family/GeneralPractice	28	0	7	0	0	0	250.11	?	?	1	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	Diabetes with ketoacidosis, type I [juvenile type], not stated as uncontrolled	null	null
761	Caucasian	Female	[20-30)	?	Not Available	Discharged to home	null	3	?	?	1	2	14	2	0	0	278	401	530	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	Obesity, unspecified	Malignant essential hypertension	Achalasia and cardiospasm
762	Caucasian	Female	[90-100)	?	Emergency	Discharged/transferred to home with home health service	Emergency Room	4	?	Psychiatry	42	1	9	0	0	0	486	599	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	Pneumonia, organism unspecified	Urinary tract infection, site not specified	Hyperosmolality and/or hypernatremia
763	AfricanAmerican	Female	[80-90)	?	Not Available	Discharged/transferred to home with home health service	Physician Referral	2	MC	?	53	0	8	2	0	0	250.8	459	402	3	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	true	Diabetes with other specified manifestations, type II or unspecified type, not stated as uncontrolled	Hemorrhage, unspecified	Malignant hypertensive heart disease without heart failure
764	Caucasian	Male	[50-60)	?	Emergency	Discharged to home	Emergency Room	2	MC	?	42	0	17	0	0	0	530	250.51	250.6	8	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	Achalasia and cardiospasm	Diabetes with ophthalmic manifestations, type I [juvenile type], not stated as uncontrolled	Diabetes with neurological manifestations, type II or unspecified type, not stated as uncontrolled
765	Caucasian	Female	[60-70)	?	Urgent	Discharged to home	Physician Referral	9	MC	?	35	5	24	0	0	0	433	250	272	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	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	Pure hypercholesterolemia
766	Caucasian	Male	[60-70)	?	Elective	Discharged/transferred to home with home health service	Physician Referral	5	BC	?	27	2	24	0	0	0	715	250	285	6	null	null	Steady	No	No	No	No	No	No	Steady	No	No	Steady	No	No	No	No	No	No	No	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	Sideroblastic anemia
767	Caucasian	Male	[70-80)	[100-125)	Emergency	Discharged to home	Emergency Room	4	UN	Cardiology	67	3	13	5	0	0	786	424	424	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	Respiratory abnormality, unspecified	Mitral valve disorders	Mitral valve disorders
768	Caucasian	Female	[40-50)	?	Emergency	Discharged to home	Emergency Room	4	?	InternalMedicine	25	0	8	0	0	0	415	427	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	true	Acute cor pulmonale	Paroxysmal supraventricular tachycardia	Diabetes mellitus without mention of complication, type II or unspecified type, not stated as uncontrolled
769	AfricanAmerican	Male	[80-90)	?	Elective	Discharged to home	Physician Referral	1	MC	Cardiology	24	4	15	0	0	1	414	410	428	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	Coronary atherosclerosis of unspecified type of vessel, native or graft	Acute myocardial infarction of anterolateral wall, episode of care unspecified	Congestive heart failure, unspecified
770	AfricanAmerican	Female	[60-70)	?	Elective	Discharged/transferred to SNF	Physician Referral	2	?	Orthopedics-Reconstructive	26	2	29	1	0	0	250.6	493	713	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	true	Diabetes with neurological manifestations, type II or unspecified type, not stated as uncontrolled	Extrinsic asthma, unspecified	Arthropathy associated with other endocrine and metabolic disorders
771	Caucasian	Male	[60-70)	?	Emergency	Discharged to home	Emergency Room	4	?	?	36	0	14	0	0	3	410	428	414	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	true	Acute myocardial infarction of anterolateral wall, episode of care unspecified	Congestive heart failure, unspecified	Coronary atherosclerosis of unspecified type of vessel, native or graft
772	Caucasian	Male	[50-60)	?	Elective	null	Physician Referral	2	?	?	20	2	22	0	0	0	78	70	455	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	Molluscum contagiosum	Viral hepatitis A with hepatic coma	Internal hemorrhoids without mention of complication
773	Caucasian	Female	[60-70)	?	Emergency	Discharged/transferred to home with home health service	Emergency Room	4	?	InternalMedicine	35	1	20	0	0	0	434	710	401	9	null	null	No	No	No	No	No	No	Steady	No	No	No	Steady	No	No	No	No	No	No	No	No	No	No	No	No	Ch	Yes	false	Cerebral thrombosis without mention of cerebral infarction	Systemic lupus erythematosus	Malignant essential hypertension
774	AfricanAmerican	Female	[40-50)	?	Emergency	Discharged to home	Emergency Room	2	?	Surgery-General	46	1	9	0	0	0	540	250	?	2	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 appendicitis with generalized peritonitis	Diabetes mellitus without mention of complication, type II or unspecified type, not stated as uncontrolled	null
775	Caucasian	Female	[80-90)	?	Emergency	null	Transfer from a Skilled Nursing Facility (SNF)	3	?	Family/GeneralPractice	56	0	3	0	0	1	427	276	E942	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	Paroxysmal supraventricular tachycardia	Hyperosmolality and/or hypernatremia	Cardiac rhythm regulators causing adverse effects in therapeutic use
776	Caucasian	Male	[70-80)	?	Emergency	Discharged/transferred to home with home health service	Emergency Room	8	?	Family/GeneralPractice	84	1	23	0	0	0	348	433	331	8	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	false	Cerebral cysts	Occlusion and stenosis of basilar artery without mention of cerebral infarction	Alzheimer's disease
777	Caucasian	Female	[80-90)	?	Emergency	Discharged/transferred to SNF	Emergency Room	7	?	Family/GeneralPractice	55	2	18	0	0	0	820	403	276	9	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	Closed fracture of intracapsular section of neck of femur, unspecified	Hypertensive chronic kidney disease, malignant, with chronic kidney disease stage I through stage IV, or unspecified	Hyperosmolality and/or hypernatremia
778	Caucasian	Male	[70-80)	?	Emergency	Discharged/transferred to home with home health service	Physician Referral	2	MC	?	51	0	15	2	0	0	348	599	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	Cerebral cysts	Urinary tract infection, site not specified	Hyperosmolality and/or hypernatremia
779	AfricanAmerican	Female	[70-80)	?	Elective	Discharged/transferred to SNF	Physician Referral	7	MC	InternalMedicine	42	1	29	0	1	0	707	250.6	272	9	null	null	Steady	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	Pressure ulcer, unspecified site	Diabetes with neurological manifestations, type II or unspecified type, not stated as uncontrolled	Pure hypercholesterolemia
780	AfricanAmerican	Female	[80-90)	?	Emergency	Discharged/transferred to another rehab fac including rehab units of a hospital.	Emergency Room	12	MC	InternalMedicine	78	1	17	0	0	0	436	599	710	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	Acute, but ill-defined, cerebrovascular disease	Urinary tract infection, site not specified	Systemic lupus erythematosus
781	Caucasian	Male	[70-80)	?	Emergency	Discharged to home	Emergency Room	9	MC	InternalMedicine	36	1	30	0	1	1	274	428	250	5	null	null	No	No	No	No	No	No	Steady	No	No	Steady	No	No	No	No	No	No	No	Steady	No	No	No	No	No	Ch	Yes	true	Gouty arthropathy, unspecified	Congestive heart failure, unspecified	Diabetes mellitus without mention of complication, type II or unspecified type, not stated as uncontrolled
782	AfricanAmerican	Female	[90-100)	?	Emergency	Discharged/transferred to SNF	Emergency Room	6	MC	InternalMedicine	42	3	21	0	0	0	820	263	287	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	false	Closed fracture of intracapsular section of neck of femur, unspecified	Malnutrition of moderate degree	Allergic purpura
783	Caucasian	Female	[20-30)	?	Emergency	Discharged to home	Emergency Room	6	CP	?	40	2	11	0	0	0	801	821	250	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	Closed fracture of base of skull without mention of intra cranial injury, unspecified state of consciousness	Closed fracture of unspecified part of femur	Diabetes mellitus without mention of complication, type II or unspecified type, not stated as uncontrolled
784	Hispanic	Female	[60-70)	?	null	Discharged/transferred to another short term hospital	Emergency Room	12	?	InternalMedicine	86	1	20	0	0	1	571	577	250.01	5	>300	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	Alcoholic fatty liver	Acute pancreatitis	Diabetes mellitus without mention of complication, type I [juvenile type], not stated as uncontrolled
785	Caucasian	Male	[70-80)	?	Elective	Discharged to home	Physician Referral	4	MC	Family/GeneralPractice	28	1	13	0	0	0	558	276	455	4	null	null	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	true	Other and unspecified noninfectious gastroenteritis and colitis	Hyperosmolality and/or hypernatremia	Internal hemorrhoids without mention of complication
786	Caucasian	Male	[60-70)	?	Urgent	Discharged to home	Physician Referral	3	?	InternalMedicine	50	0	8	0	0	1	434	414	401	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	false	Cerebral thrombosis without mention of cerebral infarction	Coronary atherosclerosis of unspecified type of vessel, native or graft	Malignant essential hypertension
787	Caucasian	Female	[60-70)	?	Urgent	Discharged to home	Transfer from a hospital	2	?	Urology	20	3	6	0	0	0	592	599	250	5	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	Calculus of kidney	Urinary tract infection, site not specified	Diabetes mellitus without mention of complication, type II or unspecified type, not stated as uncontrolled
788	AfricanAmerican	Male	[80-90)	?	Emergency	Discharged/transferred to SNF	Emergency Room	6	?	InternalMedicine	65	0	11	0	0	1	728	276	599	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	Infective myositis	Hyperosmolality and/or hypernatremia	Urinary tract infection, site not specified
789	Caucasian	Male	[50-60)	?	Emergency	Discharged to home	Emergency Room	1	?	?	4	0	7	0	0	0	786	250	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	Respiratory abnormality, unspecified	Diabetes mellitus without mention of complication, type II or unspecified type, not stated as uncontrolled	Malignant essential hypertension
790	Caucasian	Male	[50-60)	[100-125)	Elective	Discharged/transferred to home with home health service	Physician Referral	4	DM	?	35	3	23	0	0	0	715	285	414	7	null	null	Up	No	No	No	Up	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	Ch	Yes	false	Osteoarthrosis, generalized, site unspecified	Sideroblastic anemia	Coronary atherosclerosis of unspecified type of vessel, native or graft
791	Caucasian	Female	[80-90)	?	Emergency	Discharged/transferred to SNF	Emergency Room	4	MC	?	65	0	13	0	0	0	428	427	518	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	true	Congestive heart failure, unspecified	Paroxysmal supraventricular tachycardia	Pulmonary collapse
792	Caucasian	Female	[70-80)	?	Emergency	Discharged to home	Emergency Room	8	?	InternalMedicine	60	0	9	0	0	0	786	414	401	6	null	>8	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	Respiratory abnormality, unspecified	Coronary atherosclerosis of unspecified type of vessel, native or graft	Malignant essential hypertension
793	Caucasian	Male	[60-70)	?	Emergency	Expired	null	9	?	InternalMedicine	25	0	18	0	0	0	38	276	332	8	>200	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	Streptococcal septicemia	Hyperosmolality and/or hypernatremia	Paralysis agitans
794	Caucasian	Female	[70-80)	?	Emergency	Discharged to home	Emergency Room	3	?	?	33	2	10	0	0	0	533	280	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	Acute peptic ulcer of unspecified site with hemorrhage, without mention of obstruction	Iron deficiency anemia secondary to blood loss (chronic)	Paroxysmal supraventricular tachycardia
795	Caucasian	Male	[70-80)	[75-100)	Elective	Discharged to home	Physician Referral	2	?	Cardiology	54	4	14	0	0	0	414	401	416	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	Coronary atherosclerosis of unspecified type of vessel, native or graft	Malignant essential hypertension	Primary pulmonary hypertension
796	Caucasian	Female	[80-90)	?	Emergency	Discharged/transferred to ICF	Emergency Room	6	PO	?	59	0	10	0	0	0	331	276	348	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	Alzheimer's disease	Hyperosmolality and/or hypernatremia	Cerebral cysts
797	Caucasian	Male	[70-80)	[75-100)	null	Discharged/transferred to home with home health service	null	6	?	Cardiology	50	2	23	1	0	2	428	285	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	true	Congestive heart failure, unspecified	Sideroblastic anemia	Postsurgical hypothyroidism
798	Caucasian	Male	[60-70)	[75-100)	Elective	Discharged/transferred to ICF	Transfer from another health care facility	5	MC	InternalMedicine	62	5	10	0	0	0	537	428	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	Acquired hypertrophic pyloric stenosis	Congestive heart failure, unspecified	Paroxysmal supraventricular tachycardia
799	Caucasian	Male	[70-80)	?	Emergency	Discharged/transferred to another rehab fac including rehab units of a hospital.	Emergency Room	6	MC	InternalMedicine	50	0	18	0	0	0	434	428	496	9	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	Cerebral thrombosis without mention of cerebral infarction	Congestive heart failure, unspecified	Chronic airway obstruction, not elsewhere classified
800	AfricanAmerican	Male	[50-60)	?	Emergency	Discharged/transferred to SNF	Emergency Room	8	?	?	48	0	16	0	1	1	292	428	780	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	Drug withdrawal	Congestive heart failure, unspecified	Alteration of consciousness

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