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diabetes

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train · 10k rows

rowID int64 1 10k	race stringclasses 6 values	gender stringclasses 2 values	age stringclasses 10 values	weight stringclasses 8 values	admission_type_id stringclasses 6 values	discharge_disposition_id stringclasses 21 values	admission_source_id stringclasses 10 values	time_in_hospital int64 1 14	payer_code stringclasses 16 values	medical_specialty stringlengths 1 36	num_lab_procedures int64 1 120	num_procedures int64 0 6	num_medications int64 1 81	number_outpatient int64 0 36	number_emergency int64 0 42	number_inpatient int64 0 10	diag_1 stringlengths 1 6	diag_2 stringlengths 1 6	diag_3 stringlengths 1 6	number_diagnoses int64 1 9	max_glu_serum stringclasses 3 values	A1Cresult stringclasses 3 values	metformin stringclasses 4 values	repaglinide stringclasses 4 values	nateglinide stringclasses 4 values	chlorpropamide stringclasses 3 values	glimepiride stringclasses 4 values	acetohexamide stringclasses 1 value	glipizide stringclasses 4 values	glyburide stringclasses 4 values	tolbutamide stringclasses 2 values	pioglitazone stringclasses 4 values	rosiglitazone stringclasses 4 values	acarbose stringclasses 3 values	miglitol stringclasses 4 values	troglitazone stringclasses 1 value	tolazamide stringclasses 2 values	examide stringclasses 1 value	citoglipton stringclasses 1 value	insulin stringclasses 4 values	glyburide.metformin stringclasses 4 values	glipizide.metformin stringclasses 2 values	glimepiride.pioglitazone stringclasses 1 value	metformin.rosiglitazone stringclasses 1 value	metformin.pioglitazone stringclasses 1 value	change stringclasses 2 values	diabetesMed stringclasses 2 values	readmitted bool 2 classes	diag_1_desc stringlengths 6 152 ⌀	diag_2_desc stringlengths 6 160 ⌀	diag_3_desc stringlengths 8 160 ⌀
1,701	Caucasian	Male	[70-80)	[75-100)	Urgent	Discharged to home	Physician Referral	2	MC	InternalMedicine	46	3	9	3	0	0	569	553	280	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	Anal and rectal polyp	Femoral hernia without mention of obstruction of gangrene, unilateral or unspecified(not specified as recurrent)	Iron deficiency anemia secondary to blood loss (chronic)
1,702	Other	Female	[80-90)	?	Emergency	Discharged to home	Emergency Room	10	MC	?	60	0	19	0	0	0	410	427	428	9	null	Norm	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	Acute myocardial infarction of anterolateral wall, episode of care unspecified	Paroxysmal supraventricular tachycardia	Congestive heart failure, unspecified
1,703	AfricanAmerican	Male	[40-50)	?	Emergency	Discharged to home	Emergency Room	3	?	InternalMedicine	61	1	8	0	0	1	486	250	426	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	Pneumonia, organism unspecified	Diabetes mellitus without mention of complication, type II or unspecified type, not stated as uncontrolled	Atrioventricular block, complete
1,704	Caucasian	Female	[70-80)	?	Not Available	Discharged/transferred to SNF	null	4	?	Family/GeneralPractice	18	0	16	0	0	0	434	401	714	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	Cerebral thrombosis without mention of cerebral infarction	Malignant essential hypertension	Rheumatoid arthritis
1,705	Caucasian	Female	[80-90)	?	Emergency	Discharged/transferred to SNF	Emergency Room	2	MC	?	38	0	12	0	0	0	427	396	438	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	true	Paroxysmal supraventricular tachycardia	Mitral valve stenosis and aortic valve stenosis	Late effects of cerebrovascular disease, cognitive deficits
1,706	Caucasian	Female	[10-20)	?	Urgent	Discharged to home	Emergency Room	6	?	Family/GeneralPractice	2	0	3	0	0	0	311	314	313	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	Depressive disorder, not elsewhere classified	Attention deficit disorder without mention of hyperactivity	Overanxious disorder specific to childhood and adolescence
1,707	Caucasian	Female	[70-80)	[100-125)	Emergency	Discharged to home	Emergency Room	3	MC	Cardiology	73	0	15	0	0	0	786	782	396	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	Respiratory abnormality, unspecified	Disturbance of skin sensation	Mitral valve stenosis and aortic valve stenosis
1,708	Caucasian	Female	[70-80)	?	Emergency	Discharged/transferred to ICF	Emergency Room	5	MC	?	74	0	17	0	0	0	182	197	285	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	Malignant neoplasm of corpus uteri, except isthmus	Secondary malignant neoplasm of lung	Sideroblastic anemia
1,709	Caucasian	Female	[70-80)	?	Emergency	Discharged/transferred to home with home health service	Emergency Room	5	MC	?	51	0	18	0	0	0	599	41	331	9	null	>7	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	Urinary tract infection, site not specified	Streptococcus infection in conditions classified elsewhere and of unspecified site, streptococcus, unspecified	Alzheimer's disease
1,710	Caucasian	Male	[60-70)	?	Emergency	Discharged/transferred to ICF	Transfer from another health care facility	6	MC	InternalMedicine	52	0	9	0	0	0	453	250.01	496	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	Budd-chiari syndrome	Diabetes mellitus without mention of complication, type I [juvenile type], not stated as uncontrolled	Chronic airway obstruction, not elsewhere classified
1,711	Caucasian	Male	[80-90)	?	Emergency	Discharged/transferred to SNF	Emergency Room	5	?	InternalMedicine	46	0	16	0	0	1	493	250.02	401	9	null	null	Steady	No	No	No	No	No	No	Steady	No	Steady	No	No	No	No	No	No	No	Steady	No	No	No	No	No	Ch	Yes	false	Extrinsic asthma, unspecified	Diabetes mellitus without mention of complication, type II or unspecified type, uncontrolled	Malignant essential hypertension
1,712	AfricanAmerican	Female	[40-50)	?	Emergency	Discharged to home	Emergency Room	1	?	InternalMedicine	49	0	7	0	0	2	733	250	401	6	null	null	No	No	No	No	No	No	No	Steady	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	Yes	true	Osteoporosis, unspecified	Diabetes mellitus without mention of complication, type II or unspecified type, not stated as uncontrolled	Malignant essential hypertension
1,713	Caucasian	Female	[80-90)	?	Not Available	Discharged/transferred to SNF	null	1	?	?	23	0	8	0	0	0	250.8	276	424	8	>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	false	Diabetes with other specified manifestations, type II or unspecified type, not stated as uncontrolled	Hyperosmolality and/or hypernatremia	Mitral valve disorders
1,714	Caucasian	Male	[70-80)	?	Not Available	Discharged to home	null	2	MC	?	10	0	8	4	0	0	435	272	250	5	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	Basilar artery syndrome	Pure hypercholesterolemia	Diabetes mellitus without mention of complication, type II or unspecified type, not stated as uncontrolled
1,715	AfricanAmerican	Male	[70-80)	?	Elective	Discharged/transferred to home with home health service	Transfer from a hospital	7	CM	Radiologist	32	4	18	0	0	0	410	250	414	6	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	Diabetes mellitus without mention of complication, type II or unspecified type, not stated as uncontrolled	Coronary atherosclerosis of unspecified type of vessel, native or graft
1,716	Caucasian	Female	[70-80)	?	Urgent	Discharged to home	Physician Referral	2	MC	ObstetricsandGynecology	42	2	6	0	0	0	618	788	401	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	Unspecified prolapse of vaginal walls	Renal colic	Malignant essential hypertension
1,717	Caucasian	Female	[80-90)	?	Emergency	Discharged/transferred to SNF	Emergency Room	6	?	Family/GeneralPractice	60	0	9	0	0	1	428	427	496	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	true	Congestive heart failure, unspecified	Paroxysmal supraventricular tachycardia	Chronic airway obstruction, not elsewhere classified
1,718	Caucasian	Female	[70-80)	?	Emergency	Discharged to home	Emergency Room	2	HM	?	47	0	17	6	0	0	413	428	414	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	Angina decubitus	Congestive heart failure, unspecified	Coronary atherosclerosis of unspecified type of vessel, native or graft
1,719	AfricanAmerican	Female	[70-80)	?	Urgent	Discharged to home	Physician Referral	2	?	InternalMedicine	59	0	13	0	0	2	428	403	414	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	Congestive heart failure, unspecified	Hypertensive chronic kidney disease, malignant, with chronic kidney disease stage I through stage IV, or unspecified	Coronary atherosclerosis of unspecified type of vessel, native or graft
1,720	Caucasian	Male	[60-70)	?	Not Available	Discharged to home	null	1	?	Surgery-General	19	1	10	1	0	0	433	250	493	4	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	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	Extrinsic asthma, unspecified
1,721	Caucasian	Male	[80-90)	?	Emergency	Discharged/transferred to home with home health service	Emergency Room	1	MC	?	45	0	15	0	0	0	486	491	250.02	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	Pneumonia, organism unspecified	Simple chronic bronchitis	Diabetes mellitus without mention of complication, type II or unspecified type, uncontrolled
1,722	Caucasian	Male	[70-80)	?	Emergency	Discharged to home	Emergency Room	1	?	?	49	0	8	0	0	0	530	433	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	Achalasia and cardiospasm	Occlusion and stenosis of basilar artery without mention of cerebral infarction	Congestive heart failure, unspecified
1,723	Caucasian	Male	[30-40)	?	Emergency	Discharged to home	Emergency Room	6	HM	Surgery-Cardiovascular/Thoracic	53	6	56	1	0	0	414	411	250	5	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	Coronary atherosclerosis of unspecified type of vessel, native or graft	Postmyocardial infarction syndrome	Diabetes mellitus without mention of complication, type II or unspecified type, not stated as uncontrolled
1,724	Caucasian	Female	[50-60)	?	Urgent	Discharged to home	Physician Referral	14	?	Cardiology	79	6	42	0	0	1	410	518	428	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 myocardial infarction of anterolateral wall, episode of care unspecified	Pulmonary collapse	Congestive heart failure, unspecified
1,725	Caucasian	Male	[70-80)	?	Not Available	Discharged/transferred to SNF	Physician Referral	5	MC	?	26	2	15	0	0	0	162	496	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	Malignant neoplasm of trachea	Chronic airway obstruction, not elsewhere classified	Malignant essential hypertension
1,726	Caucasian	Male	[60-70)	?	Urgent	Discharged/transferred to home with home health service	Emergency Room	3	MC	?	57	0	16	0	0	3	250.12	276	276	9	null	null	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	Up	No	No	No	No	No	Ch	Yes	true	Diabetes with ketoacidosis, type II or unspecified type, uncontrolled	Hyperosmolality and/or hypernatremia	Hyperosmolality and/or hypernatremia
1,727	Caucasian	Male	[50-60)	?	Urgent	Discharged to home	Emergency Room	1	SP	Emergency/Trauma	36	0	6	0	0	0	250.02	V58	305	5	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 mellitus without mention of complication, type II or unspecified type, uncontrolled	Encounter for radiotherapy	Alcohol abuse, unspecified
1,728	Caucasian	Female	[70-80)	?	Urgent	Discharged to home	null	1	?	Family/GeneralPractice	11	0	8	2	0	0	786	414	250	4	Norm	null	No	No	No	No	No	No	Down	No	No	No	No	No	No	No	No	No	No	Down	No	No	No	No	No	Ch	Yes	false	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
1,729	Caucasian	Male	[70-80)	?	Emergency	Discharged to home	Emergency Room	1	?	InternalMedicine	45	1	10	0	0	0	799	300	V45	8	null	null	No	No	No	No	No	No	No	Down	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	Ch	Yes	true	Other ill-defined and unknown causes of morbidity and mortality	Anxiety state, unspecified	Unspecified cardiac device in situ
1,730	Caucasian	Male	[40-50)	?	Emergency	Discharged/transferred to home with home health service	null	6	HM	?	17	0	13	4	0	0	415	278	780	4	Norm	null	No	No	No	No	No	No	No	Up	No	Steady	No	No	No	No	No	No	No	Down	No	No	No	No	No	Ch	Yes	false	Acute cor pulmonale	Obesity, unspecified	Alteration of consciousness
1,731	Caucasian	Male	[10-20)	?	Emergency	Discharged to home	Emergency Room	1	?	Pediatrics	66	2	2	0	0	0	250.83	276	791	3	null	>8	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	false	Diabetes with other specified manifestations, type I [juvenile type], uncontrolled	Hyperosmolality and/or hypernatremia	Proteinuria
1,732	Caucasian	Female	[50-60)	?	Emergency	Discharged to home	Emergency Room	10	?	Psychiatry	57	0	13	0	0	2	295	250	616	3	null	null	Up	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	Simple type schizophrenia, unspecified	Diabetes mellitus without mention of complication, type II or unspecified type, not stated as uncontrolled	Cervicitis and endocervicitis
1,733	Caucasian	Male	[80-90)	?	null	Discharged to home	Emergency Room	12	?	InternalMedicine	75	1	20	0	0	1	592	998	250.41	6	>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	true	Calculus of kidney	Postoperative shock, unspecified	Diabetes with renal manifestations, type I [juvenile type], not stated as uncontrolled
1,734	Caucasian	Male	[70-80)	?	Not Mapped	Discharged to home	Physician Referral	6	?	Surgery-Thoracic	38	3	26	1	0	0	162	428	250.02	5	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	Malignant neoplasm of trachea	Congestive heart failure, unspecified	Diabetes mellitus without mention of complication, type II or unspecified type, uncontrolled
1,735	AfricanAmerican	Male	[50-60)	?	Emergency	Discharged/transferred to another short term hospital	Emergency Room	2	HM	InternalMedicine	61	0	14	0	0	0	414	250.02	242	6	null	null	Steady	Steady	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	Down	No	No	No	No	No	Ch	Yes	false	Coronary atherosclerosis of unspecified type of vessel, native or graft	Diabetes mellitus without mention of complication, type II or unspecified type, uncontrolled	Toxic diffuse goiter without mention of thyrotoxic crisis or storm
1,736	Caucasian	Female	[40-50)	?	Emergency	Discharged to home	Physician Referral	3	?	?	60	0	18	0	0	0	415	453	250.01	8	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	true	Acute cor pulmonale	Budd-chiari syndrome	Diabetes mellitus without mention of complication, type I [juvenile type], not stated as uncontrolled
1,737	Caucasian	Female	[50-60)	?	Emergency	Discharged to home	Emergency Room	5	?	Cardiology	80	5	26	0	0	0	410	250.01	426	9	null	>8	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	Acute myocardial infarction of anterolateral wall, episode of care unspecified	Diabetes mellitus without mention of complication, type I [juvenile type], not stated as uncontrolled	Atrioventricular block, complete
1,738	Other	Male	[70-80)	?	Elective	Discharged/transferred to home with home health service	Physician Referral	7	?	Surgery-Thoracic	65	6	50	0	0	0	414	428	425	8	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	Coronary atherosclerosis of unspecified type of vessel, native or graft	Congestive heart failure, unspecified	Endomyocardial fibrosis
1,739	Caucasian	Female	[50-60)	?	Emergency	Discharged to home	Emergency Room	2	?	?	9	0	9	0	0	0	250	244	382	6	null	null	Steady	No	No	No	No	No	No	Steady	No	No	No	No	No	No	No	No	No	Steady	No	No	No	No	No	Ch	Yes	false	Diabetes mellitus without mention of complication, type II or unspecified type, not stated as uncontrolled	Postsurgical hypothyroidism	Acute suppurative otitis media without spontaneous rupture of eardrum
1,740	Caucasian	Male	[60-70)	?	Elective	Discharged to home	Physician Referral	3	MC	Urology	24	1	19	1	0	0	189	491	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	Malignant neoplasm of kidney, except pelvis	Simple chronic bronchitis	Pulmonary collapse
1,741	Caucasian	Female	[50-60)	?	Urgent	Discharged to home	Transfer from a hospital	2	BC	Nephrology	51	4	19	0	0	0	250.4	403	533	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	Diabetes with renal manifestations, type II or unspecified type, not stated as uncontrolled	Hypertensive chronic kidney disease, malignant, with chronic kidney disease stage I through stage IV, or unspecified	Acute peptic ulcer of unspecified site with hemorrhage, without mention of obstruction
1,742	?	Male	[50-60)	?	Emergency	Discharged to home	Emergency Room	14	?	InternalMedicine	59	3	21	2	0	4	428	V42	403	9	null	null	No	No	No	No	No	No	Steady	No	No	Steady	No	No	No	No	No	No	No	No	No	No	No	No	No	Ch	Yes	true	Congestive heart failure, unspecified	Kidney replaced by transplant	Hypertensive chronic kidney disease, malignant, with chronic kidney disease stage I through stage IV, or unspecified
1,743	Caucasian	Male	[70-80)	?	Emergency	Discharged to home	Emergency Room	4	MC	?	61	0	19	0	0	0	599	427	599	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	Urinary tract infection, site not specified	Paroxysmal supraventricular tachycardia	Urinary tract infection, site not specified
1,744	?	Female	[50-60)	?	Emergency	Discharged to home	Transfer from another health care facility	2	UN	Family/GeneralPractice	66	0	14	0	0	1	577	272	401	5	null	>8	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	Acute pancreatitis	Pure hypercholesterolemia	Malignant essential hypertension
1,745	Caucasian	Female	[70-80)	?	Not Available	Expired	null	5	?	InternalMedicine	21	1	26	0	1	0	38	518	560	8	>300	null	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	Down	No	No	No	No	No	Ch	Yes	false	Streptococcal septicemia	Pulmonary collapse	Intussusception
1,746	Caucasian	Female	[60-70)	?	Elective	Discharged/transferred to another rehab fac including rehab units of a hospital.	Physician Referral	7	BC	Surgery-Vascular	35	2	40	0	0	0	250.7	707	403	9	null	null	No	No	No	No	No	No	No	Steady	No	Steady	No	No	No	No	No	No	No	Down	No	No	No	No	No	Ch	Yes	true	Diabetes with peripheral circulatory disorders, type II or unspecified type, not stated as uncontrolled	Pressure ulcer, unspecified site	Hypertensive chronic kidney disease, malignant, with chronic kidney disease stage I through stage IV, or unspecified
1,747	AfricanAmerican	Female	[50-60)	?	Emergency	Discharged to home	Emergency Room	4	?	Pulmonology	62	3	16	0	0	0	780	250.01	507	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	Alteration of consciousness	Diabetes mellitus without mention of complication, type I [juvenile type], not stated as uncontrolled	Pneumonitis due to inhalation of food or vomitus
1,748	Caucasian	Female	[80-90)	?	Emergency	Discharged to home	Emergency Room	2	MC	?	36	0	3	0	0	0	784	242	362	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	Headache	Toxic diffuse goiter without mention of thyrotoxic crisis or storm	Other retinal disorders
1,749	Caucasian	Female	[70-80)	?	Emergency	Discharged/transferred to SNF	Emergency Room	8	MC	?	54	3	27	0	0	0	410	414	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	Acute myocardial infarction of anterolateral wall, episode of care unspecified	Coronary atherosclerosis of unspecified type of vessel, native or graft	Congestive heart failure, unspecified
1,750	AfricanAmerican	Female	[70-80)	?	Emergency	Discharged to home	Transfer from another health care facility	1	UN	InternalMedicine	34	0	5	0	0	0	250.8	493	?	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	Diabetes with other specified manifestations, type II or unspecified type, not stated as uncontrolled	Extrinsic asthma, unspecified	null
1,751	Caucasian	Male	[70-80)	?	Emergency	Discharged to home	Emergency Room	4	MC	?	41	6	28	0	0	0	414	411	250	5	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	false	Coronary atherosclerosis of unspecified type of vessel, native or graft	Postmyocardial infarction syndrome	Diabetes mellitus without mention of complication, type II or unspecified type, not stated as uncontrolled
1,752	Caucasian	Female	[70-80)	?	Elective	Discharged/transferred to home with home health service	Physician Referral	7	SP	?	13	6	12	0	0	0	414	411	250	6	null	null	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	false	Coronary atherosclerosis of unspecified type of vessel, native or graft	Postmyocardial infarction syndrome	Diabetes mellitus without mention of complication, type II or unspecified type, not stated as uncontrolled
1,753	Caucasian	Male	[70-80)	?	null	Discharged to home	null	5	?	InternalMedicine	71	1	11	0	0	0	250.3	530	530	5	null	null	Up	Steady	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	Ch	Yes	true	Diabetes with other coma, type II or unspecified type, not stated as uncontrolled	Achalasia and cardiospasm	Achalasia and cardiospasm
1,754	Caucasian	Female	[60-70)	?	Emergency	Discharged/transferred to home with home health service	Emergency Room	3	HM	?	39	0	14	0	0	0	434	276	401	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	Cerebral thrombosis without mention of cerebral infarction	Hyperosmolality and/or hypernatremia	Malignant essential hypertension
1,755	Caucasian	Male	[40-50)	?	null	Discharged to home	null	10	?	Cardiology	81	5	62	0	0	0	414	411	285	7	null	>8	Down	No	No	No	No	No	No	Steady	No	No	Steady	No	No	No	No	No	No	Up	No	No	No	No	No	Ch	Yes	true	Coronary atherosclerosis of unspecified type of vessel, native or graft	Postmyocardial infarction syndrome	Sideroblastic anemia
1,756	Caucasian	Female	[80-90)	?	null	Discharged to home	null	1	?	Family/GeneralPractice	65	0	8	0	0	0	780	786	599	6	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	Alteration of consciousness	Respiratory abnormality, unspecified	Urinary tract infection, site not specified
1,757	Caucasian	Male	[50-60)	?	Urgent	Discharged/transferred to another rehab fac including rehab units of a hospital.	Physician Referral	14	?	Neurology	45	2	36	0	0	0	434	518	868	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	false	Cerebral thrombosis without mention of cerebral infarction	Pulmonary collapse	Injury to other intra-abdominal organs without mention of open wound into cavity, unspecified intra-abdominal organ
1,758	Caucasian	Male	[80-90)	?	Emergency	Discharged to home	Emergency Room	4	HM	?	61	0	16	0	0	1	682	250.02	491	7	null	Norm	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	Cellulitis and abscess of face	Diabetes mellitus without mention of complication, type II or unspecified type, uncontrolled	Simple chronic bronchitis
1,759	Caucasian	Male	[60-70)	?	Not Available	Discharged/transferred to home with home health service	null	11	CP	Family/GeneralPractice	17	3	31	0	0	0	518	491	486	9	>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	false	Pulmonary collapse	Simple chronic bronchitis	Pneumonia, organism unspecified
1,760	Caucasian	Male	[70-80)	?	Elective	Discharged/transferred to SNF	Physician Referral	3	MC	?	38	2	36	0	0	0	715	401	250	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	Osteoarthrosis, generalized, site unspecified	Malignant essential hypertension	Diabetes mellitus without mention of complication, type II or unspecified type, not stated as uncontrolled
1,761	Caucasian	Female	[70-80)	?	Emergency	Discharged to home	Emergency Room	3	CM	?	34	0	12	0	0	0	569	599	280	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	Anal and rectal polyp	Urinary tract infection, site not specified	Iron deficiency anemia secondary to blood loss (chronic)
1,762	Caucasian	Male	[60-70)	?	Emergency	Discharged to home	Transfer from another health care facility	3	BC	Nephrology	45	2	15	0	0	0	518	V45	584	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	Pulmonary collapse	Unspecified cardiac device in situ	Acute kidney failure
1,763	Caucasian	Female	[70-80)	[50-75)	null	Discharged/transferred to home with home health service	null	5	?	InternalMedicine	48	2	14	0	0	0	456	285	531	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	Esophageal varices with bleeding	Sideroblastic anemia	Acute gastric ulcer with hemorrhage, without mention of obstruction
1,764	Caucasian	Male	[40-50)	[125-150)	Elective	Discharged to home	Physician Referral	1	MC	Cardiology	41	3	23	0	0	1	996	E878	428	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	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	Congestive heart failure, unspecified
1,765	AfricanAmerican	Male	[70-80)	?	Emergency	null	Emergency Room	4	?	Family/GeneralPractice	20	0	1	0	0	2	250.6	428	780	9	null	null	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	true	Diabetes with neurological manifestations, type II or unspecified type, not stated as uncontrolled	Congestive heart failure, unspecified	Alteration of consciousness
1,766	Caucasian	Female	[80-90)	?	Emergency	Discharged/transferred to home with home health service	Emergency Room	3	MC	InternalMedicine	44	0	9	0	0	0	250.8	E932	402	3	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	Diabetes with other specified manifestations, type II or unspecified type, not stated as uncontrolled	Adrenal cortical steroids causing adverse effects in therapeutic use	Malignant hypertensive heart disease without heart failure
1,767	Caucasian	Female	[80-90)	?	Emergency	Discharged to home	Emergency Room	2	MC	?	53	0	11	0	0	0	962	E858	410	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	Poisoning by adrenal cortical steroids	Accidental poisoning by hormones and synthetic substitutes	Acute myocardial infarction of anterolateral wall, episode of care unspecified
1,768	AfricanAmerican	Male	[70-80)	?	Emergency	Discharged/transferred to SNF	Transfer from a Skilled Nursing Facility (SNF)	8	MC	InternalMedicine	50	3	27	0	1	1	428	11	425	7	null	null	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	Steady	No	No	No	No	No	No	Yes	true	Congestive heart failure, unspecified	Tuberculosis of lung, infiltrative, unspecified	Endomyocardial fibrosis
1,769	Caucasian	Male	[80-90)	?	Emergency	Discharged to home	Emergency Room	2	?	Cardiology	34	1	12	0	0	0	428	427	250	6	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	Congestive heart failure, unspecified	Paroxysmal supraventricular tachycardia	Diabetes mellitus without mention of complication, type II or unspecified type, not stated as uncontrolled
1,770	Caucasian	Male	[50-60)	?	Emergency	Discharged to home	Emergency Room	3	?	?	41	3	14	0	0	1	410	401	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	Acute myocardial infarction of anterolateral wall, episode of care unspecified	Malignant essential hypertension	Diabetes mellitus without mention of complication, type II or unspecified type, not stated as uncontrolled
1,771	Caucasian	Male	[70-80)	?	Emergency	Discharged to home	Emergency Room	2	?	?	64	0	4	0	0	0	780	424	492	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	Alteration of consciousness	Mitral valve disorders	Emphysematous bleb
1,772	Caucasian	Male	[70-80)	?	Emergency	Discharged to home	Emergency Room	2	HM	?	9	0	9	0	0	0	518	491	424	9	null	null	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	true	Pulmonary collapse	Simple chronic bronchitis	Mitral valve disorders
1,773	Caucasian	Female	[70-80)	?	Elective	Discharged to home	Physician Referral	2	MC	?	33	1	12	0	0	0	578	285	427	6	null	null	No	No	No	No	No	No	No	No	No	Steady	No	No	No	No	No	No	No	Down	No	No	No	No	No	Ch	Yes	true	Hematemesis	Sideroblastic anemia	Paroxysmal supraventricular tachycardia
1,774	Caucasian	Male	[70-80)	?	Emergency	Discharged to home	Physician Referral	10	?	?	108	3	26	0	1	0	38	427	496	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	Streptococcal septicemia	Paroxysmal supraventricular tachycardia	Chronic airway obstruction, not elsewhere classified
1,775	Caucasian	Female	[70-80)	?	Elective	Discharged/transferred to SNF	Physician Referral	3	SP	Orthopedics	32	3	14	0	0	0	715	401	250	3	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	Osteoarthrosis, generalized, site unspecified	Malignant essential hypertension	Diabetes mellitus without mention of complication, type II or unspecified type, not stated as uncontrolled
1,776	Caucasian	Female	[70-80)	?	Elective	Discharged/transferred to another type of inpatient care institution	Transfer from a hospital	6	?	?	60	6	43	0	0	0	414	411	250	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	Coronary atherosclerosis of unspecified type of vessel, native or graft	Postmyocardial infarction syndrome	Diabetes mellitus without mention of complication, type II or unspecified type, not stated as uncontrolled
1,777	Caucasian	Female	[70-80)	?	Emergency	Discharged/transferred to SNF	Emergency Room	3	?	InternalMedicine	56	1	9	0	0	0	434	599	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	Cerebral thrombosis without mention of cerebral infarction	Urinary tract infection, site not specified	Diabetes mellitus without mention of complication, type II or unspecified type, not stated as uncontrolled
1,778	Caucasian	Male	[80-90)	?	Emergency	Discharged to home	Emergency Room	4	MC	?	4	0	14	0	0	0	428	486	535	7	null	>7	No	No	No	No	No	No	No	Up	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	Ch	Yes	true	Congestive heart failure, unspecified	Pneumonia, organism unspecified	Acute gastritis, without mention of hemorrhage
1,779	Other	Female	[70-80)	[50-75)	null	Discharged/transferred to SNF	Physician Referral	2	?	?	14	1	16	0	0	0	715	250	?	2	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	Osteoarthrosis, generalized, site unspecified	Diabetes mellitus without mention of complication, type II or unspecified type, not stated as uncontrolled	null
1,780	Caucasian	Female	[90-100)	?	null	Discharged/transferred to SNF	null	3	?	Family/GeneralPractice	60	1	17	0	0	0	682	250	401	9	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	Cellulitis and abscess of face	Diabetes mellitus without mention of complication, type II or unspecified type, not stated as uncontrolled	Malignant essential hypertension
1,781	Caucasian	Female	[60-70)	?	null	Not Mapped	null	2	?	Psychiatry	17	0	11	0	0	0	682	401	250	3	Norm	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	Cellulitis and abscess of face	Malignant essential hypertension	Diabetes mellitus without mention of complication, type II or unspecified type, not stated as uncontrolled
1,782	Caucasian	Male	[60-70)	?	Emergency	Discharged to home	Emergency Room	4	MC	Family/GeneralPractice	57	5	22	0	0	0	491	414	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	Simple chronic bronchitis	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
1,783	Caucasian	Male	[50-60)	?	Emergency	Discharged to home	Emergency Room	1	PO	?	31	0	9	0	0	1	428	427	427	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	Congestive heart failure, unspecified	Paroxysmal supraventricular tachycardia	Paroxysmal supraventricular tachycardia
1,784	Caucasian	Male	[50-60)	?	Not Available	Discharged/transferred to SNF	null	3	HM	Orthopedics-Reconstructive	15	1	23	0	0	0	715	V42	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	false	Osteoarthrosis, generalized, site unspecified	Kidney replaced by transplant	Diabetes mellitus without mention of complication, type II or unspecified type, not stated as uncontrolled
1,785	Caucasian	Female	[50-60)	?	Not Available	Discharged to home	null	3	HM	?	1	3	16	6	0	0	278	272	401	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	Obesity, unspecified	Pure hypercholesterolemia	Malignant essential hypertension
1,786	Caucasian	Female	[70-80)	[150-175)	Emergency	Discharged/transferred to home with home health service	Emergency Room	8	MC	InternalMedicine	71	1	15	0	0	0	998	682	41	9	null	null	Steady	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	Yes	true	Postoperative shock, unspecified	Cellulitis and abscess of face	Streptococcus infection in conditions classified elsewhere and of unspecified site, streptococcus, unspecified
1,787	Caucasian	Male	[20-30)	?	Urgent	Discharged to home	Physician Referral	5	?	?	67	3	13	0	0	0	250.6	591	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	Diabetes with neurological manifestations, type II or unspecified type, not stated as uncontrolled	Hydronephrosis	Urinary tract infection, site not specified
1,788	Caucasian	Female	[50-60)	?	Elective	Discharged to home	Physician Referral	2	MC	Family/GeneralPractice	1	4	21	0	1	0	278	568	250	5	null	null	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	Up	Steady	No	No	No	No	Ch	Yes	true	Obesity, unspecified	Peritoneal adhesions (postoperative) (postinfection)	Diabetes mellitus without mention of complication, type II or unspecified type, not stated as uncontrolled
1,789	Caucasian	Male	[70-80)	?	Emergency	Discharged to home	Emergency Room	2	?	?	62	1	9	0	0	0	414	411	396	5	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	Postmyocardial infarction syndrome	Mitral valve stenosis and aortic valve stenosis
1,790	Caucasian	Male	[70-80)	?	Urgent	Discharged to home	Physician Referral	5	?	Cardiology	11	0	12	0	0	0	402	425	427	8	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	Malignant hypertensive heart disease without heart failure	Endomyocardial fibrosis	Paroxysmal supraventricular tachycardia
1,791	AfricanAmerican	Male	[60-70)	?	Elective	Discharged/transferred to home with home health service	Physician Referral	6	?	Surgery-Neuro	30	3	31	0	0	0	721	756	401	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	Cervical spondylosis without myelopathy	Anomalies of skull and face bones	Malignant essential hypertension
1,792	Caucasian	Female	[70-80)	?	Emergency	Discharged to home	Emergency Room	3	SP	Emergency/Trauma	1	3	12	0	0	0	514	496	424	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	Pulmonary congestion and hypostasis	Chronic airway obstruction, not elsewhere classified	Mitral valve disorders
1,793	AfricanAmerican	Female	[70-80)	?	Not Available	Discharged/transferred to SNF	null	5	?	?	22	0	12	0	0	0	38	276	117	8	>300	null	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	Down	No	No	No	No	No	Ch	Yes	true	Streptococcal septicemia	Hyperosmolality and/or hypernatremia	Rhinosporidiosis
1,794	Caucasian	Female	[50-60)	?	Emergency	Discharged to home	Emergency Room	1	?	?	56	1	13	0	0	0	530	E930	465	9	null	>8	Steady	No	No	No	No	No	No	Steady	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	Ch	Yes	false	Achalasia and cardiospasm	Penicillins causing adverse effects in therapeutic use	Acute laryngopharyngitis
1,795	Caucasian	Male	[70-80)	?	Emergency	Discharged to home	Emergency Room	1	CM	?	39	0	9	0	0	0	780	401	V45	7	null	null	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	Steady	No	No	No	No	No	No	Yes	true	Alteration of consciousness	Malignant essential hypertension	Unspecified cardiac device in situ
1,796	Caucasian	Male	[0-10)	?	Emergency	Discharged to home	Emergency Room	2	?	Pediatrics-Endocrinology	48	0	10	0	0	1	250.01	276	?	2	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 mellitus without mention of complication, type I [juvenile type], not stated as uncontrolled	Hyperosmolality and/or hypernatremia	null
1,797	Caucasian	Female	[60-70)	?	Urgent	Discharged to home	Emergency Room	5	?	?	49	2	17	0	0	0	250.8	785	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 other specified manifestations, type II or unspecified type, not stated as uncontrolled	Tachycardia, unspecified	Hypertensive chronic kidney disease, malignant, with chronic kidney disease stage I through stage IV, or unspecified
1,798	Caucasian	Male	[50-60)	?	Emergency	Discharged to home	Emergency Room	1	BC	?	30	0	10	0	0	0	466	428	41	8	null	null	Steady	No	No	No	No	No	Steady	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	Ch	Yes	false	Acute bronchitis	Congestive heart failure, unspecified	Streptococcus infection in conditions classified elsewhere and of unspecified site, streptococcus, unspecified
1,799	AfricanAmerican	Male	[30-40)	?	Emergency	Discharged to home	Emergency Room	4	BC	InternalMedicine	43	2	11	0	0	0	486	250.12	V65	4	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	Pneumonia, organism unspecified	Diabetes with ketoacidosis, type II or unspecified type, uncontrolled	Healthy person accompanying sick person
1,800	Caucasian	Female	[50-60)	?	Emergency	null	Emergency Room	1	?	?	44	0	6	0	0	2	250.82	493	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	Diabetes with other specified manifestations, type II or unspecified type, uncontrolled	Extrinsic asthma, unspecified	Urinary tract infection, site not specified

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