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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 ⌀
501	Caucasian	Male	[70-80)	?	Elective	Discharged/transferred to home with home health service	Physician Referral	9	?	?	66	6	28	0	0	0	414	411	250.92	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	Coronary atherosclerosis of unspecified type of vessel, native or graft	Postmyocardial infarction syndrome	Diabetes with unspecified complication, type II or unspecified type, uncontrolled
502	?	Male	[50-60)	?	Emergency	Discharged/transferred to SNF	Transfer from a Skilled Nursing Facility (SNF)	10	?	InternalMedicine	35	2	18	0	0	1	510	511	438	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	false	Empyema with fistula	Pleurisy without mention of effusion or current tuberculosis	Late effects of cerebrovascular disease, cognitive deficits
503	Caucasian	Female	[70-80)	?	Emergency	Discharged/transferred to a long term care hospital.	Emergency Room	5	?	?	47	1	25	0	0	0	824	428	780	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	Fracture of medial malleolus, closed	Congestive heart failure, unspecified	Alteration of consciousness
504	AfricanAmerican	Female	[40-50)	?	Emergency	Discharged to home	Emergency Room	3	?	?	30	2	19	0	0	0	566	41	244	5	null	null	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	Abscess of anal and rectal regions	Streptococcus infection in conditions classified elsewhere and of unspecified site, streptococcus, unspecified	Postsurgical hypothyroidism
505	?	Male	[60-70)	?	Urgent	Discharged to home	Physician Referral	3	MC	Orthopedics-Reconstructive	15	2	15	0	0	0	715	727	250	4	null	null	Steady	No	No	No	No	No	No	Up	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	Ch	Yes	false	Osteoarthrosis, generalized, site unspecified	Synovitis and tenosynovitis, unspecified	Diabetes mellitus without mention of complication, type II or unspecified type, not stated as uncontrolled
506	AfricanAmerican	Male	[70-80)	?	Emergency	Discharged/transferred to home with home health service	Emergency Room	1	?	Family/GeneralPractice	11	0	6	0	0	0	332	295	290	5	null	null	No	No	No	No	No	No	Steady	No	No	No	No	Steady	No	No	No	No	No	No	No	No	No	No	No	Ch	Yes	false	Paralysis agitans	Simple type schizophrenia, unspecified	Senile dementia, uncomplicated
507	Caucasian	Male	[70-80)	?	Elective	Discharged to home	Physician Referral	1	MC	Surgery-General	51	4	5	0	0	0	996	379	E878	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	Mechanical complication of unspecified cardiac device, implant, and graft	Scleritis, unspecified	Surgical operation with transplant of whole organ causing abnormal patient reaction, or later complication, without mention of misadventure at time of operation
508	Caucasian	Male	[40-50)	?	Emergency	Discharged to home	Emergency Room	3	?	InternalMedicine	71	2	15	0	0	0	786	250.43	250.6	9	null	>8	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	Diabetes with renal manifestations, type I [juvenile type], uncontrolled	Diabetes with neurological manifestations, type II or unspecified type, not stated as uncontrolled
509	Caucasian	Male	[80-90)	?	Emergency	Discharged/transferred to SNF	Emergency Room	5	MC	Family/GeneralPractice	34	1	25	0	0	1	599	867	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	Urinary tract infection, site not specified	Injury to bladder and urethra, without mention of open wound into cavity	Pulmonary collapse
510	Caucasian	Female	[80-90)	?	Emergency	Discharged/transferred to SNF	Emergency Room	2	?	?	56	0	11	1	1	1	250.6	357	V58	3	null	null	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	Diabetes with neurological manifestations, type II or unspecified type, not stated as uncontrolled	Acute infective polyneuritis	Encounter for radiotherapy
511	Caucasian	Female	[70-80)	?	Emergency	Discharged to home	Emergency Room	2	?	?	9	0	10	0	0	0	490	428	571	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	Bronchitis, not specified as acute or chronic	Congestive heart failure, unspecified	Alcoholic fatty liver
512	Caucasian	Female	[80-90)	?	Emergency	Discharged/transferred to SNF	Emergency Room	6	?	Cardiology	64	0	17	0	0	0	435	428	427	9	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	true	Basilar artery syndrome	Congestive heart failure, unspecified	Paroxysmal supraventricular tachycardia
513	Caucasian	Male	[80-90)	?	Emergency	Discharged/transferred to home with home health service	Emergency Room	6	?	InternalMedicine	44	0	12	0	0	0	440	682	250.03	6	null	null	No	No	No	No	No	No	No	Down	No	No	No	No	No	No	No	No	No	Steady	No	No	No	No	No	Ch	Yes	false	Atherosclerosis of aorta	Cellulitis and abscess of face	Diabetes mellitus without mention of complication, type I [juvenile type], uncontrolled
514	Caucasian	Male	[70-80)	?	Urgent	Discharged to home	Emergency Room	4	SP	Emergency/Trauma	65	1	19	0	0	0	486	518	491	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	Pneumonia, organism unspecified	Pulmonary collapse	Simple chronic bronchitis
515	Caucasian	Female	[80-90)	?	Not Available	Discharged/transferred to SNF	null	6	?	Family/GeneralPractice	18	0	22	0	0	2	410	486	428	7	>300	null	No	No	No	No	No	No	Up	No	No	No	No	No	No	No	No	No	No	Down	No	No	No	No	No	Ch	Yes	false	Acute myocardial infarction of anterolateral wall, episode of care unspecified	Pneumonia, organism unspecified	Congestive heart failure, unspecified
516	Caucasian	Female	[50-60)	?	null	Discharged to home	null	13	?	?	56	2	20	1	2	6	569	286	998	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	Anal and rectal polyp	Congenital factor VIII disorder	Postoperative shock, unspecified
517	Caucasian	Female	[50-60)	?	Urgent	Discharged to home	Physician Referral	2	BC	Family/GeneralPractice	51	0	2	0	0	1	577	787	?	5	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 pancreatitis	Nausea and vomiting	null
518	Caucasian	Female	[80-90)	?	Urgent	Discharged/transferred to another rehab fac including rehab units of a hospital.	Physician Referral	5	?	Orthopedics-Reconstructive	37	1	12	1	0	1	820	427	599	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 intracapsular section of neck of femur, unspecified	Paroxysmal supraventricular tachycardia	Urinary tract infection, site not specified
519	Caucasian	Female	[70-80)	?	Emergency	Discharged/transferred to SNF	Emergency Room	8	MC	?	81	2	27	0	0	2	38	482	515	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	Streptococcal septicemia	Pneumonia due to Klebsiella pneumoniae	Postinflammatory pulmonary fibrosis
520	Caucasian	Male	[80-90)	?	Emergency	Discharged to home	Emergency Room	11	?	InternalMedicine	60	2	20	0	0	1	435	427	276	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	false	Basilar artery syndrome	Paroxysmal supraventricular tachycardia	Hyperosmolality and/or hypernatremia
521	Caucasian	Male	[70-80)	?	Emergency	Discharged to home	Emergency Room	4	CP	Emergency/Trauma	43	0	16	0	0	0	435	426	242	9	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	Basilar artery syndrome	Atrioventricular block, complete	Toxic diffuse goiter without mention of thyrotoxic crisis or storm
522	Caucasian	Male	[30-40)	?	Elective	Discharged to home	Physician Referral	5	?	Nephrology	65	1	14	0	0	0	250.13	276	403	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 ketoacidosis, type I [juvenile type], uncontrolled	Hyperosmolality and/or hypernatremia	Hypertensive chronic kidney disease, malignant, with chronic kidney disease stage I through stage IV, or unspecified
523	Caucasian	Male	[80-90)	?	Elective	Discharged/transferred to home with home health service	Physician Referral	13	MC	?	42	0	21	0	0	0	V57	V45	V45	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	Care involving breathing exercises	Unspecified cardiac device in situ	Unspecified cardiac device in situ
524	Caucasian	Male	[80-90)	?	Not Available	Discharged/transferred to SNF	null	4	?	?	27	0	13	0	0	1	415	427	280	9	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	true	Acute cor pulmonale	Paroxysmal supraventricular tachycardia	Iron deficiency anemia secondary to blood loss (chronic)
525	Caucasian	Male	[60-70)	?	Elective	Discharged to home	Physician Referral	1	BC	Surgery-Vascular	38	1	23	0	0	0	433	427	V58	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	Occlusion and stenosis of basilar artery without mention of cerebral infarction	Paroxysmal supraventricular tachycardia	Encounter for radiotherapy
526	Caucasian	Female	[70-80)	?	Emergency	Discharged/transferred to SNF	Emergency Room	3	SP	?	2	0	14	0	0	0	781	276	724	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	false	Abnormal involuntary movements	Hyperosmolality and/or hypernatremia	Spinal stenosis, unspecified region
527	Caucasian	Female	[70-80)	?	Not Available	Discharged/transferred to SNF	null	13	MC	?	17	3	30	0	0	0	250.6	427	998	9	>200	null	Steady	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	Paroxysmal supraventricular tachycardia	Postoperative shock, unspecified
528	AfricanAmerican	Female	[50-60)	?	Urgent	Discharged to home	Physician Referral	3	UN	InternalMedicine	53	0	9	0	0	0	575	518	250	5	null	null	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	Acute cholecystitis	Pulmonary collapse	Diabetes mellitus without mention of complication, type II or unspecified type, not stated as uncontrolled
529	Caucasian	Male	[70-80)	?	Urgent	Discharged to home	Physician Referral	1	MC	Gastroenterology	34	1	4	0	0	0	455	250	401	4	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	Internal hemorrhoids without mention of complication	Diabetes mellitus without mention of complication, type II or unspecified type, not stated as uncontrolled	Malignant essential hypertension
530	AfricanAmerican	Female	[50-60)	?	Emergency	Discharged to home	Emergency Room	3	CP	?	45	0	17	0	0	0	428	780	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	Congestive heart failure, unspecified	Alteration of consciousness	Malignant essential hypertension
531	Caucasian	Male	[70-80)	?	Elective	Discharged to home	Physician Referral	5	MC	?	53	5	26	0	0	0	427	427	496	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	Paroxysmal supraventricular tachycardia	Paroxysmal supraventricular tachycardia	Chronic airway obstruction, not elsewhere classified
532	Caucasian	Male	[70-80)	?	Elective	Discharged/transferred to another rehab fac including rehab units of a hospital.	Physician Referral	1	SP	Neurology	1	1	12	0	0	0	722	721	250	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	true	Displacement of cervical intervertebral disc without myelopathy	Cervical spondylosis without myelopathy	Diabetes mellitus without mention of complication, type II or unspecified type, not stated as uncontrolled
533	Caucasian	Female	[70-80)	?	Emergency	Discharged/transferred to SNF	null	3	?	Nephrology	16	1	18	0	2	0	491	250.41	403	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	true	Simple chronic bronchitis	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
534	Caucasian	Female	[50-60)	?	Elective	Discharged to home	Physician Referral	1	HM	Surgery-Neuro	36	1	24	0	0	0	722	250	?	2	null	null	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	false	Displacement of cervical intervertebral disc without myelopathy	Diabetes mellitus without mention of complication, type II or unspecified type, not stated as uncontrolled	null
535	Caucasian	Female	[60-70)	?	Emergency	Discharged to home	Emergency Room	3	?	?	74	0	10	0	0	0	959	426	250.01	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	Injury other and unspecified	Atrioventricular block, complete	Diabetes mellitus without mention of complication, type I [juvenile type], not stated as uncontrolled
536	Caucasian	Female	[60-70)	?	Emergency	Discharged/transferred to home with home health service	Emergency Room	1	BC	?	10	0	3	0	0	0	427	276	276	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	Paroxysmal supraventricular tachycardia	Hyperosmolality and/or hypernatremia	Hyperosmolality and/or hypernatremia
537	Caucasian	Male	[70-80)	?	Elective	Discharged/transferred to home with home health service	Physician Referral	9	HM	?	52	3	23	0	0	0	414	518	250	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	true	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
538	Caucasian	Male	[70-80)	?	Emergency	Discharged to home	Emergency Room	3	MC	Osteopath	36	0	12	0	0	0	414	496	786	9	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	true	Coronary atherosclerosis of unspecified type of vessel, native or graft	Chronic airway obstruction, not elsewhere classified	Respiratory abnormality, unspecified
539	Caucasian	Female	[80-90)	?	Urgent	Discharged to home	Physician Referral	4	?	Family/GeneralPractice	35	0	13	0	0	0	552	428	584	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	Femoral hernia with obstruction, unilateral or unspecified (not specified as recurrent)	Congestive heart failure, unspecified	Acute kidney failure
540	Caucasian	Male	[70-80)	?	Emergency	Discharged to home	Emergency Room	4	MC	Surgery-General	40	3	28	0	0	0	550	998	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	true	Inguinal hernia, with gangrene, unilateral or unspecified (not specified as recurrent)	Postoperative shock, unspecified	Malignant essential hypertension
541	Caucasian	Male	[70-80)	?	Elective	Discharged to home	Physician Referral	1	?	?	23	3	13	0	0	0	427	427	585	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	Paroxysmal supraventricular tachycardia	Paroxysmal supraventricular tachycardia	Chronic kidney disease (ckd)
542	Caucasian	Female	[50-60)	?	Emergency	Discharged/transferred to home with home health service	Emergency Room	10	?	InternalMedicine	81	2	32	0	0	0	428	518	427	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	Pulmonary collapse	Paroxysmal supraventricular tachycardia
543	AfricanAmerican	Male	[40-50)	?	Emergency	Discharged to home	Emergency Room	1	MC	?	52	3	12	0	0	0	786	414	250	7	null	>8	No	No	No	No	No	No	No	No	No	Steady	No	No	No	No	No	No	No	No	No	No	No	No	No	No	Yes	true	Respiratory abnormality, unspecified	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
544	Caucasian	Female	[70-80)	[75-100)	Emergency	Discharged/transferred to home with home health service	Emergency Room	2	MC	?	66	0	17	0	0	2	486	197	198	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	Secondary malignant neoplasm of lung	Secondary malignant neoplasm of kidney
545	Caucasian	Male	[40-50)	?	Emergency	Discharged to home	Emergency Room	2	HM	?	40	0	10	0	0	0	491	305	998	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	Simple chronic bronchitis	Alcohol abuse, unspecified	Postoperative shock, unspecified
546	Caucasian	Female	[70-80)	?	Emergency	Discharged to home	Emergency Room	1	?	InternalMedicine	58	0	8	0	0	0	250.8	599	401	8	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	Diabetes with other specified manifestations, type II or unspecified type, not stated as uncontrolled	Urinary tract infection, site not specified	Malignant essential hypertension
547	Caucasian	Male	[70-80)	?	Urgent	Discharged to home	Physician Referral	3	?	Psychiatry	54	1	25	0	0	0	486	496	282	9	null	null	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	true	Pneumonia, organism unspecified	Chronic airway obstruction, not elsewhere classified	Hereditary spherocytosis
548	Caucasian	Male	[70-80)	?	Elective	Discharged to home	Physician Referral	1	?	?	36	6	18	19	1	2	414	427	403	9	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	true	Coronary atherosclerosis of unspecified type of vessel, native or graft	Paroxysmal supraventricular tachycardia	Hypertensive chronic kidney disease, malignant, with chronic kidney disease stage I through stage IV, or unspecified
549	Caucasian	Male	[70-80)	?	Emergency	Discharged/transferred to another short term hospital	Emergency Room	14	?	Cardiology	49	0	17	0	0	0	410	426	412	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	Acute myocardial infarction of anterolateral wall, episode of care unspecified	Atrioventricular block, complete	Old myocardial infarction
550	Caucasian	Male	[60-70)	?	Elective	Discharged/transferred to home with home health service	Physician Referral	5	?	Orthopedics-Reconstructive	33	1	25	0	0	0	715	427	427	5	null	null	No	No	No	No	No	No	No	No	No	Steady	No	No	No	No	No	No	No	No	No	No	No	No	No	No	Yes	false	Osteoarthrosis, generalized, site unspecified	Paroxysmal supraventricular tachycardia	Paroxysmal supraventricular tachycardia
551	Caucasian	Female	[70-80)	?	Emergency	Discharged/transferred to another rehab fac including rehab units of a hospital.	Emergency Room	6	MC	Emergency/Trauma	49	0	14	0	0	0	415	250	401	7	null	null	Steady	No	No	No	No	No	No	No	No	Steady	No	No	No	No	No	No	No	Up	No	No	No	No	No	Ch	Yes	true	Acute cor pulmonale	Diabetes mellitus without mention of complication, type II or unspecified type, not stated as uncontrolled	Malignant essential hypertension
552	AfricanAmerican	Female	[10-20)	?	Emergency	Discharged to home	Emergency Room	4	?	Pediatrics-CriticalCare	50	0	10	0	0	0	250.11	V15	?	2	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	Diabetes with ketoacidosis, type I [juvenile type], not stated as uncontrolled	Personal history of allergy, other than to medicinal agents, presenting hazards to health	null
553	Caucasian	Male	[50-60)	?	Emergency	Discharged to home	Transfer from another health care facility	2	BC	Family/GeneralPractice	65	0	7	0	0	0	433	492	487	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	Occlusion and stenosis of basilar artery without mention of cerebral infarction	Emphysematous bleb	Influenza with pneumonia
554	Caucasian	Female	[70-80)	[100-125)	null	Discharged to home	null	3	?	Cardiology	73	2	14	0	0	0	410	396	397	7	null	null	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	true	Acute myocardial infarction of anterolateral wall, episode of care unspecified	Mitral valve stenosis and aortic valve stenosis	Diseases of tricuspid valve
555	AfricanAmerican	Male	[50-60)	?	Emergency	Discharged to home	Emergency Room	4	?	?	48	0	15	0	0	0	250.12	585	716	4	null	Norm	No	No	No	No	No	No	Steady	No	No	No	Steady	No	No	No	No	No	No	Down	No	No	No	No	No	Ch	Yes	false	Diabetes with ketoacidosis, type II or unspecified type, uncontrolled	Chronic kidney disease (ckd)	Kaschin-Beck disease, site unspecified
556	Caucasian	Male	[80-90)	?	Emergency	Discharged to home	Emergency Room	2	MC	?	60	0	12	1	0	0	780	403	585	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	true	Alteration of consciousness	Hypertensive chronic kidney disease, malignant, with chronic kidney disease stage I through stage IV, or unspecified	Chronic kidney disease (ckd)
557	Caucasian	Male	[40-50)	?	Elective	Discharged to home	Physician Referral	6	?	Cardiology	53	4	24	0	0	1	414	250	530	6	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	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	Achalasia and cardiospasm
558	Caucasian	Male	[60-70)	?	null	Discharged to home	null	1	?	Cardiology	53	0	8	0	0	0	786	716	250	5	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	Kaschin-Beck disease, site unspecified	Diabetes mellitus without mention of complication, type II or unspecified type, not stated as uncontrolled
559	Caucasian	Male	[50-60)	?	Urgent	Discharged/transferred to home with home health service	Physician Referral	3	MC	Pulmonology	61	0	16	3	0	0	491	250	724	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	true	Simple chronic bronchitis	Diabetes mellitus without mention of complication, type II or unspecified type, not stated as uncontrolled	Spinal stenosis, unspecified region
560	Caucasian	Male	[70-80)	?	Elective	Discharged to home	Physician Referral	1	?	Urology	58	1	12	0	0	0	185	600	601	6	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	true	Malignant neoplasm of prostate	Hypertrophy (benign) of prostate without urinary obstruction and other lower urinary tract symptom (LUTS)	Acute prostatitis
561	Caucasian	Male	[80-90)	?	Urgent	Discharged/transferred to SNF	Emergency Room	7	MC	Emergency/Trauma	43	1	17	0	0	0	331	427	294	9	null	null	No	No	No	No	Steady	No	No	No	No	Steady	No	No	No	No	No	No	No	Down	No	No	No	No	No	Ch	Yes	true	Alzheimer's disease	Paroxysmal supraventricular tachycardia	Amnestic disorder in conditions classified elsewhere
562	Caucasian	Female	[60-70)	?	Emergency	Discharged to home	Emergency Room	1	?	InternalMedicine	55	0	8	0	0	0	786	250	272	4	null	>7	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	Respiratory abnormality, unspecified	Diabetes mellitus without mention of complication, type II or unspecified type, not stated as uncontrolled	Pure hypercholesterolemia
563	Caucasian	Male	[80-90)	?	Emergency	Discharged to home	Emergency Room	8	?	?	50	1	12	0	0	0	998	428	425	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	Postoperative shock, unspecified	Congestive heart failure, unspecified	Endomyocardial fibrosis
564	Caucasian	Male	[70-80)	?	Emergency	Discharged/transferred to home with home health service	Emergency Room	6	?	?	49	0	11	0	0	0	38	403	585	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	false	Streptococcal septicemia	Hypertensive chronic kidney disease, malignant, with chronic kidney disease stage I through stage IV, or unspecified	Chronic kidney disease (ckd)
565	AfricanAmerican	Male	[70-80)	?	Emergency	Discharged to home	Emergency Room	3	?	?	37	0	7	0	0	0	8	250	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	true	Intestinal infection due to E. coli, unspecified	Diabetes mellitus without mention of complication, type II or unspecified type, not stated as uncontrolled	Malignant essential hypertension
566	Caucasian	Male	[70-80)	?	Not Available	Discharged/transferred to SNF	null	3	MC	?	6	1	21	1	0	1	715	285	401	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	Osteoarthrosis, generalized, site unspecified	Sideroblastic anemia	Malignant essential hypertension
567	Caucasian	Male	[50-60)	?	Urgent	Discharged to home	Transfer from a hospital	3	?	?	1	1	20	0	0	1	427	414	410	5	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	Paroxysmal supraventricular tachycardia	Coronary atherosclerosis of unspecified type of vessel, native or graft	Acute myocardial infarction of anterolateral wall, episode of care unspecified
568	Caucasian	Female	[70-80)	?	Emergency	Discharged to home	Physician Referral	4	?	Surgery-General	36	5	19	0	1	3	996	403	780	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	Mechanical complication of unspecified cardiac device, implant, and graft	Hypertensive chronic kidney disease, malignant, with chronic kidney disease stage I through stage IV, or unspecified	Alteration of consciousness
569	Caucasian	Male	[40-50)	?	Urgent	Discharged to home	Emergency Room	5	OG	Surgery-General	49	0	8	0	0	0	997	998	555	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	Nervous system complication, unspecified	Postoperative shock, unspecified	Regional enteritis of small intestine
570	Caucasian	Male	[70-80)	?	Emergency	Discharged to home	Emergency Room	4	?	Family/GeneralPractice	73	3	26	1	0	0	428	518	427	9	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	true	Congestive heart failure, unspecified	Pulmonary collapse	Paroxysmal supraventricular tachycardia
571	AfricanAmerican	Female	[30-40)	?	Emergency	Discharged to home	Emergency Room	3	?	?	64	3	16	0	0	2	786	250	V15	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	false	Respiratory abnormality, unspecified	Diabetes mellitus without mention of complication, type II or unspecified type, not stated as uncontrolled	Personal history of allergy, other than to medicinal agents, presenting hazards to health
572	Caucasian	Female	[70-80)	?	Elective	Discharged to home	Physician Referral	4	?	Orthopedics-Reconstructive	38	4	19	0	0	1	722	250	401	3	null	null	No	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	Displacement of cervical intervertebral disc without myelopathy	Diabetes mellitus without mention of complication, type II or unspecified type, not stated as uncontrolled	Malignant essential hypertension
573	Caucasian	Male	[60-70)	?	Urgent	Discharged/transferred to another short term hospital	null	2	MC	?	15	1	8	3	0	1	157	196	197	9	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	false	Malignant neoplasm of head of pancreas	Secondary and unspecified malignant neoplasm of lymph nodes of head, face, and neck	Secondary malignant neoplasm of lung
574	Caucasian	Female	[80-90)	?	Urgent	Discharged/transferred to SNF	null	14	?	?	21	4	36	0	1	0	250.8	707	682	9	>200	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	true	Diabetes with other specified manifestations, type II or unspecified type, not stated as uncontrolled	Pressure ulcer, unspecified site	Cellulitis and abscess of face
575	AfricanAmerican	Female	[40-50)	?	Emergency	Discharged to home	Emergency Room	6	MC	InternalMedicine	36	1	20	2	0	0	535	599	599	8	null	null	No	No	Steady	No	No	No	No	No	No	No	Steady	No	No	No	No	No	No	Up	No	No	No	No	No	Ch	Yes	false	Acute gastritis, without mention of hemorrhage	Urinary tract infection, site not specified	Urinary tract infection, site not specified
576	Caucasian	Male	[70-80)	?	Urgent	Expired	null	10	?	Cardiology	28	1	25	0	0	0	427	511	401	8	>200	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	Paroxysmal supraventricular tachycardia	Pleurisy without mention of effusion or current tuberculosis	Malignant essential hypertension
577	Caucasian	Female	[60-70)	?	Emergency	Discharged/transferred to home under care of Home IV provider	Emergency Room	13	?	?	50	2	15	0	0	1	250.8	707	707	9	null	null	No	No	No	No	No	No	No	No	No	Steady	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	Pressure ulcer, unspecified site	Pressure ulcer, unspecified site
578	Caucasian	Female	[10-20)	?	Emergency	Discharged to home	Emergency Room	2	?	Pediatrics	63	1	2	0	0	0	250.93	?	?	1	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 unspecified complication, type I [juvenile type], uncontrolled	null	null
579	Caucasian	Male	[70-80)	?	Emergency	Discharged to home	Emergency Room	3	SP	?	56	0	9	0	0	0	780	E942	780	9	null	null	No	No	No	No	No	No	No	Down	No	No	Steady	No	No	No	No	No	No	Up	No	No	No	No	No	Ch	Yes	true	Alteration of consciousness	Cardiac rhythm regulators causing adverse effects in therapeutic use	Alteration of consciousness
580	Caucasian	Male	[60-70)	[150-175)	Emergency	Discharged to home	Emergency Room	11	MC	?	83	4	31	1	0	1	414	427	427	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	Coronary atherosclerosis of unspecified type of vessel, native or graft	Paroxysmal supraventricular tachycardia	Paroxysmal supraventricular tachycardia
581	Caucasian	Female	[50-60)	?	Elective	Discharged to home	Physician Referral	4	SP	?	29	0	12	0	0	0	486	496	682	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	true	Pneumonia, organism unspecified	Chronic airway obstruction, not elsewhere classified	Cellulitis and abscess of face
582	Caucasian	Female	[80-90)	?	Emergency	Discharged to home	Emergency Room	3	?	InternalMedicine	42	0	14	0	0	0	491	250.5	362	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	Simple chronic bronchitis	Diabetes with ophthalmic manifestations, type II or unspecified type, not stated as uncontrolled	Other retinal disorders
583	Caucasian	Male	[70-80)	?	null	Discharged to home	null	1	?	Cardiology	11	3	10	0	0	0	414	413	401	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	Angina decubitus	Malignant essential hypertension
584	Caucasian	Male	[50-60)	?	Emergency	null	Emergency Room	5	?	Family/GeneralPractice	71	2	17	0	0	2	428	584	535	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	Acute kidney failure	Acute gastritis, without mention of hemorrhage
585	Caucasian	Male	[70-80)	?	Emergency	Discharged/transferred to another short term hospital	Emergency Room	3	MC	?	34	3	15	0	0	1	414	428	V45	9	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	Coronary atherosclerosis of unspecified type of vessel, native or graft	Congestive heart failure, unspecified	Unspecified cardiac device in situ
586	Caucasian	Female	[70-80)	?	null	Hospice / medical facility	Emergency Room	6	?	InternalMedicine	75	0	5	0	0	2	415	453	780	6	>200	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	Budd-chiari syndrome	Alteration of consciousness
587	AfricanAmerican	Male	[60-70)	?	Emergency	Discharged/transferred to ICF	Clinic Referral	10	?	?	76	2	23	0	0	0	421	434	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	Acute and subacute bacterial endocarditis	Cerebral thrombosis without mention of cerebral infarction	Hypertensive chronic kidney disease, malignant, with chronic kidney disease stage I through stage IV, or unspecified
588	Caucasian	Female	[50-60)	?	Urgent	Discharged to home	Clinic Referral	12	?	Gastroenterology	45	0	10	0	0	0	295	308	250	4	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	Simple type schizophrenia, unspecified	Predominant disturbance of emotions	Diabetes mellitus without mention of complication, type II or unspecified type, not stated as uncontrolled
589	Caucasian	Male	[50-60)	?	Emergency	null	Emergency Room	8	?	?	74	2	21	0	0	0	577	574	291	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	Acute pancreatitis	Calculus of gallbladder with acute cholecystitis, without mention of obstruction	Alcohol withdrawal delirium
590	Hispanic	Male	[30-40)	?	Emergency	Discharged to home	Emergency Room	3	OG	Emergency/Trauma	1	0	2	0	0	0	250.12	V58	427	3	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 ketoacidosis, type II or unspecified type, uncontrolled	Encounter for radiotherapy	Paroxysmal supraventricular tachycardia
591	Caucasian	Female	[50-60)	?	Elective	Discharged to home	Physician Referral	3	?	?	20	2	7	0	0	0	174	250	305	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	Malignant neoplasm of nipple and areola of female breast	Diabetes mellitus without mention of complication, type II or unspecified type, not stated as uncontrolled	Alcohol abuse, unspecified
592	Caucasian	Female	[60-70)	?	Not Available	Discharged/transferred to SNF	Physician Referral	7	HM	?	72	1	21	0	1	1	434	403	V45	9	null	>8	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	Cerebral thrombosis without mention of cerebral infarction	Hypertensive chronic kidney disease, malignant, with chronic kidney disease stage I through stage IV, or unspecified	Unspecified cardiac device in situ
593	Caucasian	Male	[80-90)	?	Emergency	Discharged to home	Emergency Room	3	MC	Surgery-General	54	0	8	5	0	1	38	592	599	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	Streptococcal septicemia	Calculus of kidney	Urinary tract infection, site not specified
594	Caucasian	Male	[80-90)	?	Elective	Discharged/transferred to SNF	Physician Referral	14	?	Urology	35	2	16	0	0	0	600	997	453	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	Hypertrophy (benign) of prostate without urinary obstruction and other lower urinary tract symptom (LUTS)	Nervous system complication, unspecified	Budd-chiari syndrome
595	Caucasian	Female	[70-80)	[0-25)	Elective	Discharged to home	Physician Referral	3	CM	Cardiology	69	6	17	13	1	1	410	414	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	true	Acute myocardial infarction of anterolateral wall, episode of care unspecified	Coronary atherosclerosis of unspecified type of vessel, native or graft	Urinary tract infection, site not specified
596	Caucasian	Female	[60-70)	?	Elective	Discharged to home	Physician Referral	1	?	Surgery-Cardiovascular	41	1	40	1	0	1	433	425	401	9	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	true	Occlusion and stenosis of basilar artery without mention of cerebral infarction	Endomyocardial fibrosis	Malignant essential hypertension
597	Caucasian	Male	[70-80)	?	Emergency	Discharged to home	Emergency Room	9	?	InternalMedicine	72	4	35	0	0	0	410	427	414	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	Acute myocardial infarction of anterolateral wall, episode of care unspecified	Paroxysmal supraventricular tachycardia	Coronary atherosclerosis of unspecified type of vessel, native or graft
598	Caucasian	Male	[60-70)	?	Emergency	Discharged to home	Emergency Room	1	?	?	47	0	7	0	0	1	280	599	428	8	null	null	No	No	No	No	No	No	Steady	No	No	No	No	Steady	No	No	No	No	No	Steady	No	No	No	No	No	Ch	Yes	false	Iron deficiency anemia secondary to blood loss (chronic)	Urinary tract infection, site not specified	Congestive heart failure, unspecified
599	Caucasian	Female	[40-50)	?	Elective	Discharged/transferred to SNF	Physician Referral	10	?	Surgery-Vascular	9	3	13	0	0	3	440	996	284	9	null	null	Steady	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	Atherosclerosis of aorta	Mechanical complication of unspecified cardiac device, implant, and graft	Aplastic anemia and other bone marrow failure syndromes
600	AfricanAmerican	Female	[50-60)	?	Elective	Discharged/transferred to home with home health service	Transfer from a hospital	12	MC	Cardiology	43	5	32	0	0	0	410	518	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	false	Acute myocardial infarction of anterolateral wall, episode of care unspecified	Pulmonary collapse	Chronic airway obstruction, not elsewhere classified

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