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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 ⌀
1,101	Caucasian	Female	[80-90)	?	Urgent	Discharged/transferred to SNF	Emergency Room	6	MC	Emergency/Trauma	46	0	21	0	0	0	491	428	427	6	null	null	No	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	Simple chronic bronchitis	Congestive heart failure, unspecified	Paroxysmal supraventricular tachycardia
1,102	AfricanAmerican	Female	[80-90)	?	Elective	Discharged/transferred to home with home health service	Physician Referral	2	MC	Orthopedics	10	1	10	0	0	0	722	997	518	6	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	Displacement of cervical intervertebral disc without myelopathy	Nervous system complication, unspecified	Pulmonary collapse
1,103	Caucasian	Female	[50-60)	?	Emergency	Discharged to home	Emergency Room	5	?	Family/GeneralPractice	55	0	12	0	0	0	486	250	401	4	null	null	Steady	No	No	No	No	No	Steady	Steady	No	No	Steady	No	No	No	No	No	No	Steady	No	No	No	No	No	Ch	Yes	false	Pneumonia, organism unspecified	Diabetes mellitus without mention of complication, type II or unspecified type, not stated as uncontrolled	Malignant essential hypertension
1,104	Caucasian	Male	[40-50)	?	Emergency	Discharged/transferred to home with home health service	Emergency Room	2	SP	?	30	1	15	0	0	0	997	250.02	?	2	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	Nervous system complication, unspecified	Diabetes mellitus without mention of complication, type II or unspecified type, uncontrolled	null
1,105	AfricanAmerican	Male	[70-80)	?	Elective	Discharged/transferred to a long term care hospital.	Transfer from a hospital	12	?	Pulmonology	72	0	18	0	0	0	518	493	250.02	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	Pulmonary collapse	Extrinsic asthma, unspecified	Diabetes mellitus without mention of complication, type II or unspecified type, uncontrolled
1,106	Caucasian	Male	[60-70)	[75-100)	Urgent	Discharged/transferred to home with home health service	Transfer from a hospital	6	BC	Cardiology	71	3	41	0	0	0	414	413	401	7	null	>7	Steady	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	Coronary atherosclerosis of unspecified type of vessel, native or graft	Angina decubitus	Malignant essential hypertension
1,107	Caucasian	Male	[60-70)	?	Urgent	Discharged to home	Physician Referral	2	?	Psychiatry	42	1	7	0	0	0	291	303	305	6	null	>7	No	No	No	No	No	No	Down	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	Ch	Yes	false	Alcohol withdrawal delirium	Acute alcoholic intoxication in alcoholism, unspecified	Alcohol abuse, unspecified
1,108	AfricanAmerican	Female	[40-50)	?	Emergency	Discharged to home	Emergency Room	4	?	?	59	3	19	8	1	3	414	411	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	false	Coronary atherosclerosis of unspecified type of vessel, native or graft	Postmyocardial infarction syndrome	Chronic airway obstruction, not elsewhere classified
1,109	AfricanAmerican	Female	[70-80)	?	Urgent	null	Physician Referral	1	?	?	7	0	6	0	0	0	427	250	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	Paroxysmal supraventricular tachycardia	Diabetes mellitus without mention of complication, type II or unspecified type, not stated as uncontrolled	Malignant essential hypertension
1,110	Caucasian	Female	[70-80)	?	Not Available	Discharged/transferred to home with home health service	null	8	?	?	27	0	20	0	0	0	276	427	491	9	>300	null	No	No	No	No	No	No	No	Up	No	No	No	No	No	No	No	No	No	Up	No	No	No	No	No	Ch	Yes	false	Hyperosmolality and/or hypernatremia	Paroxysmal supraventricular tachycardia	Simple chronic bronchitis
1,111	Caucasian	Female	[90-100)	?	Emergency	Discharged/transferred to home with home health service	Emergency Room	10	MC	?	67	1	17	0	0	0	562	511	707	9	null	null	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	false	Diverticulosis of small intestine (without mention of hemorrhage)	Pleurisy without mention of effusion or current tuberculosis	Pressure ulcer, unspecified site
1,112	Caucasian	Female	[50-60)	?	Not Available	Discharged to home	null	3	HM	?	1	3	18	1	0	0	278	574	401	7	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	Obesity, unspecified	Calculus of gallbladder with acute cholecystitis, without mention of obstruction	Malignant essential hypertension
1,113	Caucasian	Female	[70-80)	?	Emergency	null	Emergency Room	5	?	?	40	1	9	0	0	0	486	518	824	8	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	Pneumonia, organism unspecified	Pulmonary collapse	Fracture of medial malleolus, closed
1,114	Caucasian	Female	[60-70)	?	Elective	Discharged/transferred to SNF	Physician Referral	4	?	Orthopedics	19	1	24	0	0	0	715	250	V10	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	Osteoarthrosis, generalized, site unspecified	Diabetes mellitus without mention of complication, type II or unspecified type, not stated as uncontrolled	Personal history of malignant neoplasm of gastrointestinal tract, unspecified
1,115	Caucasian	Male	[60-70)	?	Elective	Discharged to home	Physician Referral	1	MC	Oncology	36	0	18	0	0	0	250.8	V65	425	7	null	null	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	Up	No	No	No	No	No	Ch	Yes	false	Diabetes with other specified manifestations, type II or unspecified type, not stated as uncontrolled	Healthy person accompanying sick person	Endomyocardial fibrosis
1,116	Hispanic	Female	[30-40)	?	Elective	Discharged to home	Physician Referral	6	?	Surgery-General	46	3	27	1	0	0	278	250	780	9	null	null	Steady	No	No	No	No	No	No	No	No	No	Steady	No	No	No	No	No	No	No	No	No	No	No	No	Ch	Yes	true	Obesity, unspecified	Diabetes mellitus without mention of complication, type II or unspecified type, not stated as uncontrolled	Alteration of consciousness
1,117	Other	Male	[40-50)	?	Urgent	Discharged to home	Emergency Room	2	UN	Surgery-General	8	3	5	0	1	0	729	782	786	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	Rheumatism, unspecified and fibrositis	Disturbance of skin sensation	Respiratory abnormality, unspecified
1,118	AfricanAmerican	Female	[40-50)	?	Emergency	Discharged to home	Emergency Room	3	SP	InternalMedicine	61	0	9	0	0	0	558	560	250	4	null	null	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	Steady	No	No	No	No	No	No	Yes	false	Other and unspecified noninfectious gastroenteritis and colitis	Intussusception	Diabetes mellitus without mention of complication, type II or unspecified type, not stated as uncontrolled
1,119	Caucasian	Male	[30-40)	?	Emergency	Discharged to home	Emergency Room	3	?	?	67	0	6	0	1	2	250.1	276	522	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	Diabetes with ketoacidosis, type II or unspecified type, not stated as uncontrolled	Hyperosmolality and/or hypernatremia	Pulpitis
1,120	Caucasian	Female	[70-80)	?	Emergency	Discharged to home	Emergency Room	2	MC	Family/GeneralPractice	50	0	17	2	1	2	428	599	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	true	Congestive heart failure, unspecified	Urinary tract infection, site not specified	Diabetes mellitus without mention of complication, type II or unspecified type, not stated as uncontrolled
1,121	Caucasian	Female	[70-80)	?	Elective	Discharged to home	Physician Referral	5	MC	Nephrology	45	0	20	0	0	0	493	428	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	Extrinsic asthma, unspecified	Congestive heart failure, unspecified	Congestive heart failure, unspecified
1,122	Caucasian	Male	[50-60)	?	Emergency	null	Emergency Room	1	?	Urology	29	1	10	0	0	0	592	250	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	Calculus of kidney	Diabetes mellitus without mention of complication, type II or unspecified type, not stated as uncontrolled	Malignant essential hypertension
1,123	Hispanic	Male	[40-50)	?	Emergency	Discharged/transferred to SNF	Emergency Room	11	?	Orthopedics-Reconstructive	45	1	23	0	1	1	821	780	250	4	null	null	Steady	No	No	No	No	No	Steady	No	No	No	No	No	No	No	No	No	No	Down	No	No	No	No	No	Ch	Yes	false	Closed fracture of unspecified part of femur	Alteration of consciousness	Diabetes mellitus without mention of complication, type II or unspecified type, not stated as uncontrolled
1,124	AfricanAmerican	Female	[50-60)	?	Emergency	Discharged to home	Emergency Room	5	?	Endocrinology	49	0	16	0	0	0	493	250.02	427	8	null	>8	No	No	No	No	No	No	Down	No	No	No	No	No	No	No	No	No	No	Steady	No	No	No	No	No	Ch	Yes	false	Extrinsic asthma, unspecified	Diabetes mellitus without mention of complication, type II or unspecified type, uncontrolled	Paroxysmal supraventricular tachycardia
1,125	Caucasian	Female	[50-60)	?	Emergency	null	Emergency Room	2	?	?	56	0	8	0	0	0	733	244	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	Osteoporosis, unspecified	Postsurgical hypothyroidism	Diabetes mellitus without mention of complication, type II or unspecified type, not stated as uncontrolled
1,126	Caucasian	Female	[60-70)	?	Elective	Discharged/transferred to home with home health service	Physician Referral	7	?	?	45	6	44	0	0	0	414	427	250.02	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	Coronary atherosclerosis of unspecified type of vessel, native or graft	Paroxysmal supraventricular tachycardia	Diabetes mellitus without mention of complication, type II or unspecified type, uncontrolled
1,127	Caucasian	Female	[50-60)	?	Elective	Discharged to home	Physician Referral	1	BC	Otolaryngology	31	2	37	0	0	1	245	496	401	9	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 thyroiditis	Chronic airway obstruction, not elsewhere classified	Malignant essential hypertension
1,128	Caucasian	Female	[60-70)	?	Emergency	Discharged to home	Emergency Room	1	?	InternalMedicine	42	0	13	0	0	1	351	401	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	Bell's palsy	Malignant essential hypertension	Diabetes mellitus without mention of complication, type II or unspecified type, not stated as uncontrolled
1,129	Caucasian	Female	[50-60)	?	null	Discharged to home	null	8	?	Surgery-General	43	5	30	0	0	0	577	574	285	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	Acute pancreatitis	Calculus of gallbladder with acute cholecystitis, without mention of obstruction	Sideroblastic anemia
1,130	Caucasian	Female	[40-50)	[100-125)	Emergency	Discharged to home	Emergency Room	1	CP	Psychiatry	53	0	6	5	0	0	296	571	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	false	Bipolar I disorder, single manic episode, unspecified	Alcoholic fatty liver	Diabetes mellitus without mention of complication, type II or unspecified type, not stated as uncontrolled
1,131	Hispanic	Male	[40-50)	?	Not Available	Discharged to home	null	1	?	?	19	0	6	0	0	0	786	305	250	6	Norm	null	No	No	No	No	No	No	No	No	No	No	Steady	No	No	No	No	No	No	No	No	No	No	No	No	No	Yes	false	Respiratory abnormality, unspecified	Alcohol abuse, unspecified	Diabetes mellitus without mention of complication, type II or unspecified type, not stated as uncontrolled
1,132	AfricanAmerican	Male	[60-70)	?	Urgent	Discharged to home	Emergency Room	1	CP	Emergency/Trauma	47	0	12	0	0	0	530	786	496	9	null	>8	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	Achalasia and cardiospasm	Respiratory abnormality, unspecified	Chronic airway obstruction, not elsewhere classified
1,133	?	Male	[80-90)	?	Urgent	Discharged/transferred to another short term hospital	Physician Referral	1	UN	InternalMedicine	14	0	7	0	0	0	410	250	715	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	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	Osteoarthrosis, generalized, site unspecified
1,134	AfricanAmerican	Female	[50-60)	?	Urgent	Discharged to home	Physician Referral	3	?	?	69	1	12	0	0	0	530	196	288	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	Achalasia and cardiospasm	Secondary and unspecified malignant neoplasm of lymph nodes of head, face, and neck	Neutropenia, unspecified
1,135	Caucasian	Female	[80-90)	?	Emergency	Discharged to home	Emergency Room	2	MC	?	38	0	8	0	0	0	250.82	466	276	4	null	null	Steady	No	Steady	No	No	No	No	Steady	No	No	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, uncontrolled	Acute bronchitis	Hyperosmolality and/or hypernatremia
1,136	Caucasian	Female	[60-70)	?	Elective	Discharged to home	Physician Referral	5	?	Orthopedics	25	3	29	0	0	0	738	285	722	5	null	null	Steady	No	No	No	No	No	No	No	No	Steady	No	No	No	No	No	No	No	No	No	No	No	No	No	Ch	Yes	false	Acquired deformity of nose	Sideroblastic anemia	Displacement of cervical intervertebral disc without myelopathy
1,137	Caucasian	Male	[80-90)	?	Emergency	Discharged/transferred to SNF	Emergency Room	12	MC	Emergency/Trauma	31	4	11	0	0	0	410	428	496	9	null	null	No	No	No	No	No	No	No	No	No	No	Steady	No	No	No	No	No	No	Steady	Steady	No	No	No	No	Ch	Yes	true	Acute myocardial infarction of anterolateral wall, episode of care unspecified	Congestive heart failure, unspecified	Chronic airway obstruction, not elsewhere classified
1,138	Caucasian	Female	[80-90)	?	Emergency	Discharged/transferred to SNF	Physician Referral	8	MC	?	59	1	21	2	0	0	38	276	995	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	Streptococcal septicemia	Hyperosmolality and/or hypernatremia	Other anaphylactic reaction
1,139	AfricanAmerican	Female	[50-60)	?	Elective	Discharged to home	Physician Referral	4	?	Surgery-General	31	0	11	1	0	0	562	710	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	Diverticulosis of small intestine (without mention of hemorrhage)	Systemic lupus erythematosus	Pure hypercholesterolemia
1,140	Caucasian	Male	[70-80)	?	Emergency	Discharged to home	null	4	CM	Surgery-General	23	2	10	0	0	0	574	276	250	6	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	Calculus of gallbladder with acute cholecystitis, without mention of obstruction	Hyperosmolality and/or hypernatremia	Diabetes mellitus without mention of complication, type II or unspecified type, not stated as uncontrolled
1,141	Caucasian	Male	[70-80)	[75-100)	Emergency	Discharged to home	Emergency Room	6	MC	InternalMedicine	66	2	10	4	0	1	562	599	591	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	Diverticulosis of small intestine (without mention of hemorrhage)	Urinary tract infection, site not specified	Hydronephrosis
1,142	Caucasian	Male	[70-80)	?	Not Available	Discharged/transferred to home with home health service	Physician Referral	9	MC	?	42	4	21	0	0	0	203	453	415	9	null	null	No	No	No	No	No	No	Down	No	No	No	No	No	No	No	No	No	No	Steady	No	No	No	No	No	Ch	Yes	false	Multiple myeloma, without mention of having achieved remission	Budd-chiari syndrome	Acute cor pulmonale
1,143	Caucasian	Male	[40-50)	?	Not Available	Discharged/transferred to another type of inpatient care institution	null	8	DM	Psychiatry	15	0	10	1	0	0	296	303	780	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	Bipolar I disorder, single manic episode, unspecified	Acute alcoholic intoxication in alcoholism, unspecified	Alteration of consciousness
1,144	Caucasian	Female	[50-60)	?	Emergency	Discharged to home	Emergency Room	6	?	InternalMedicine	51	2	21	0	0	0	558	557	250.01	6	null	null	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	Up	No	No	No	No	No	Ch	Yes	true	Other and unspecified noninfectious gastroenteritis and colitis	Acute vascular insufficiency of intestine	Diabetes mellitus without mention of complication, type I [juvenile type], not stated as uncontrolled
1,145	Caucasian	Male	[50-60)	?	Emergency	Discharged to home	Emergency Room	4	BC	InternalMedicine	43	1	24	1	0	3	428	425	578	9	null	null	No	No	No	No	No	No	Steady	No	No	No	No	No	No	No	No	No	No	Up	No	No	No	No	No	Ch	Yes	false	Congestive heart failure, unspecified	Endomyocardial fibrosis	Hematemesis
1,146	Caucasian	Female	[50-60)	?	Emergency	Discharged to home	Emergency Room	12	HM	InternalMedicine	53	1	28	0	0	0	682	451	250.43	9	null	>8	No	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	Cellulitis and abscess of face	Phlebitis and thrombophlebitis of superficial vessels of lower extremities	Diabetes with renal manifestations, type I [juvenile type], uncontrolled
1,147	Caucasian	Female	[70-80)	[100-125)	Urgent	Expired	Physician Referral	8	CM	?	65	4	14	2	0	1	197	576	453	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	Secondary malignant neoplasm of lung	Postcholecystectomy syndrome	Budd-chiari syndrome
1,148	Caucasian	Female	[80-90)	?	Not Available	Discharged to home	null	2	MC	Surgery-General	15	1	19	1	0	0	441	250	401	5	Norm	null	No	No	No	No	No	No	Steady	No	No	No	Steady	No	No	No	No	No	No	Steady	No	No	No	No	No	Ch	Yes	false	Dissection of aorta, unspecified site	Diabetes mellitus without mention of complication, type II or unspecified type, not stated as uncontrolled	Malignant essential hypertension
1,149	Caucasian	Male	[60-70)	?	Urgent	Discharged to home	Physician Referral	8	?	Surgery-Cardiovascular/Thoracic	68	5	31	0	0	0	414	433	250	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	Coronary atherosclerosis of unspecified type of vessel, native or graft	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
1,150	Caucasian	Female	[30-40)	?	Urgent	Discharged to home	Physician Referral	3	?	ObstetricsandGynecology	23	2	10	0	0	0	654	648	250.01	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	Congenital abnormalities of uterus, unspecified as to episode of care or not applicable	Diabetes mellitus of mother, complicating pregnancy, childbirth, or the puerperium, unspecified as to episode of care or not applicable	Diabetes mellitus without mention of complication, type I [juvenile type], not stated as uncontrolled
1,151	AfricanAmerican	Male	[70-80)	?	Emergency	Discharged/transferred to home with home health service	Emergency Room	3	MC	Nephrology	36	1	23	1	0	1	459	403	250.4	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	Hemorrhage, unspecified	Hypertensive chronic kidney disease, malignant, with chronic kidney disease stage I through stage IV, or unspecified	Diabetes with renal manifestations, type II or unspecified type, not stated as uncontrolled
1,152	Caucasian	Male	[70-80)	?	Not Available	Discharged/transferred to another rehab fac including rehab units of a hospital.	null	9	MC	Family/GeneralPractice	19	0	22	0	1	1	434	303	707	9	>200	null	No	No	No	No	No	No	No	Down	No	No	No	No	No	No	No	No	No	Down	No	No	No	No	No	Ch	Yes	false	Cerebral thrombosis without mention of cerebral infarction	Acute alcoholic intoxication in alcoholism, unspecified	Pressure ulcer, unspecified site
1,153	Caucasian	Female	[70-80)	?	Urgent	Discharged to home	Emergency Room	9	MC	Emergency/Trauma	38	0	16	0	0	0	288	276	153	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	Neutropenia, unspecified	Hyperosmolality and/or hypernatremia	Malignant neoplasm of hepatic flexure
1,154	Caucasian	Female	[40-50)	?	Emergency	Discharged to home	Emergency Room	3	?	InternalMedicine	16	0	20	0	0	0	708	784	E949	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	false	Allergic urticaria	Headache	Smallpox vaccine causing adverse effects in therapeutic use
1,155	AfricanAmerican	Male	[20-30)	?	Emergency	Discharged to home	Emergency Room	5	MC	InternalMedicine	45	0	24	0	2	3	250.11	V58	577	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	Diabetes with ketoacidosis, type I [juvenile type], not stated as uncontrolled	Encounter for radiotherapy	Acute pancreatitis
1,156	Caucasian	Female	[80-90)	?	Not Available	Discharged/transferred to SNF	null	5	?	?	27	0	26	0	0	0	428	507	414	8	>200	null	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	Down	No	No	No	No	No	Ch	Yes	false	Congestive heart failure, unspecified	Pneumonitis due to inhalation of food or vomitus	Coronary atherosclerosis of unspecified type of vessel, native or graft
1,157	Caucasian	Female	[80-90)	?	Urgent	Discharged/transferred to SNF	Emergency Room	3	?	Surgery-General	69	1	20	0	0	0	820	E885	276	8	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	Closed fracture of intracapsular section of neck of femur, unspecified	Fall from (nonmotorized) scooter	Hyperosmolality and/or hypernatremia
1,158	Caucasian	Female	[20-30)	?	Elective	Discharged to home	Physician Referral	3	?	ObstetricsandGynecology	51	1	19	0	0	0	648	250.01	642	6	null	Norm	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	Diabetes mellitus of mother, complicating pregnancy, childbirth, or the puerperium, unspecified as to episode of care or not applicable	Diabetes mellitus without mention of complication, type I [juvenile type], not stated as uncontrolled	Benign essential hypertension complicating pregnancy, childbirth, and the puerperium, unspecified as to episode of care or not applicable
1,159	Caucasian	Male	[70-80)	?	Elective	Discharged to home	Physician Referral	2	?	?	68	0	6	0	0	1	593	276	729	4	null	null	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	Nephroptosis	Hyperosmolality and/or hypernatremia	Rheumatism, unspecified and fibrositis
1,160	AfricanAmerican	Male	[50-60)	?	Emergency	Discharged to home	Emergency Room	3	PO	?	32	5	16	0	0	0	410	414	423	7	null	null	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	false	Acute myocardial infarction of anterolateral wall, episode of care unspecified	Coronary atherosclerosis of unspecified type of vessel, native or graft	Hemopericardium
1,161	Asian	Male	[60-70)	?	Elective	Discharged to home	Physician Referral	3	?	?	21	1	18	0	0	0	V58	162	196	6	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	true	Encounter for radiotherapy	Malignant neoplasm of trachea	Secondary and unspecified malignant neoplasm of lymph nodes of head, face, and neck
1,162	Caucasian	Male	[80-90)	?	null	Discharged to home	null	2	?	InternalMedicine	76	0	11	0	0	1	403	428	427	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	Hypertensive chronic kidney disease, malignant, with chronic kidney disease stage I through stage IV, or unspecified	Congestive heart failure, unspecified	Paroxysmal supraventricular tachycardia
1,163	AfricanAmerican	Female	[60-70)	?	Elective	Discharged/transferred to home with home health service	Physician Referral	8	?	?	48	2	17	0	0	1	799	998	998	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	Other ill-defined and unknown causes of morbidity and mortality	Postoperative shock, unspecified	Postoperative shock, unspecified
1,164	Caucasian	Male	[70-80)	?	Elective	Discharged/transferred to another rehab fac including rehab units of a hospital.	Physician Referral	10	?	Cardiology	9	5	19	0	0	0	424	428	425	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	Mitral valve disorders	Congestive heart failure, unspecified	Endomyocardial fibrosis
1,165	Caucasian	Male	[80-90)	?	Not Available	Discharged/transferred to SNF	null	5	?	Cardiology	18	0	13	0	0	0	414	411	287	7	>200	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	Allergic purpura
1,166	Caucasian	Female	[80-90)	?	Emergency	Discharged to home	Clinic Referral	4	?	?	37	0	17	0	0	0	491	250	401	9	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	Simple chronic bronchitis	Diabetes mellitus without mention of complication, type II or unspecified type, not stated as uncontrolled	Malignant essential hypertension
1,167	Hispanic	Female	[50-60)	?	Emergency	Discharged to home	Physician Referral	4	?	InternalMedicine	40	0	18	0	2	1	428	425	38	9	null	>8	No	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	Endomyocardial fibrosis	Streptococcal septicemia
1,168	AfricanAmerican	Female	[80-90)	?	Emergency	Discharged/transferred to home with home health service	Emergency Room	7	MC	InternalMedicine	43	2	24	0	0	1	427	785	401	7	null	null	No	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	Paroxysmal supraventricular tachycardia	Tachycardia, unspecified	Malignant essential hypertension
1,169	Caucasian	Male	[60-70)	?	Emergency	Discharged to home	Transfer from another health care facility	7	UN	Cardiology	76	5	26	0	0	0	410	272	250	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 myocardial infarction of anterolateral wall, episode of care unspecified	Pure hypercholesterolemia	Diabetes mellitus without mention of complication, type II or unspecified type, not stated as uncontrolled
1,170	Caucasian	Female	[70-80)	?	Urgent	Discharged/transferred to SNF	Emergency Room	7	SP	Emergency/Trauma	63	3	20	0	1	0	780	599	427	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	false	Alteration of consciousness	Urinary tract infection, site not specified	Paroxysmal supraventricular tachycardia
1,171	Caucasian	Female	[40-50)	?	Not Available	Discharged to home	Physician Referral	1	MC	?	70	1	11	0	0	0	799	401	250.02	9	null	>8	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	true	Other ill-defined and unknown causes of morbidity and mortality	Malignant essential hypertension	Diabetes mellitus without mention of complication, type II or unspecified type, uncontrolled
1,172	Caucasian	Female	[60-70)	?	Urgent	Discharged to home	Transfer from a hospital	5	?	?	60	6	21	0	0	0	250.41	276	276	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	Diabetes with renal manifestations, type I [juvenile type], not stated as uncontrolled	Hyperosmolality and/or hypernatremia	Hyperosmolality and/or hypernatremia
1,173	AfricanAmerican	Male	[30-40)	?	Emergency	Discharged to home	Emergency Room	2	SP	InternalMedicine	46	1	9	0	0	1	250.4	428	403	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	Diabetes with renal manifestations, type II or unspecified type, not stated as uncontrolled	Congestive heart failure, unspecified	Hypertensive chronic kidney disease, malignant, with chronic kidney disease stage I through stage IV, or unspecified
1,174	Caucasian	Male	[60-70)	?	Urgent	Discharged to home	Physician Referral	13	?	Cardiology	44	1	13	0	0	2	428	511	411	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	false	Congestive heart failure, unspecified	Pleurisy without mention of effusion or current tuberculosis	Postmyocardial infarction syndrome
1,175	Caucasian	Female	[70-80)	?	Emergency	Discharged to home	Emergency Room	7	?	Pulmonology	61	3	18	0	0	0	486	428	496	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	true	Pneumonia, organism unspecified	Congestive heart failure, unspecified	Chronic airway obstruction, not elsewhere classified
1,176	Caucasian	Female	[60-70)	?	Emergency	Discharged to home	Emergency Room	6	?	?	30	3	13	0	0	0	434	784	250	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	Cerebral thrombosis without mention of cerebral infarction	Headache	Diabetes mellitus without mention of complication, type II or unspecified type, not stated as uncontrolled
1,177	Caucasian	Female	[90-100)	?	Emergency	Discharged/transferred to ICF	Emergency Room	8	?	InternalMedicine	45	4	24	0	0	0	537	453	250	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	Acquired hypertrophic pyloric stenosis	Budd-chiari syndrome	Diabetes mellitus without mention of complication, type II or unspecified type, not stated as uncontrolled
1,178	Caucasian	Female	[80-90)	?	Emergency	Discharged/transferred to SNF	Emergency Room	5	MC	?	69	0	22	0	0	0	805	425	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	Closed fracture of cervical vertebra, unspecified level	Endomyocardial fibrosis	Paroxysmal supraventricular tachycardia
1,179	Caucasian	Male	[30-40)	?	Emergency	Discharged to home	Emergency Room	2	PO	?	34	0	11	1	0	0	346	250	V58	7	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	true	Migraine with aura, without mention of intractable migraine without mention of status migrainosus	Diabetes mellitus without mention of complication, type II or unspecified type, not stated as uncontrolled	Encounter for radiotherapy
1,180	AfricanAmerican	Female	[60-70)	?	Emergency	Expired	Emergency Room	1	MC	Family/GeneralPractice	54	3	24	0	0	0	38	410	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	Streptococcal septicemia	Acute myocardial infarction of anterolateral wall, episode of care unspecified	Pulmonary collapse
1,181	Caucasian	Female	[60-70)	?	Emergency	Discharged to home	Emergency Room	2	?	?	34	0	15	0	0	0	250.11	250.6	536	7	null	null	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	Steady	No	No	No	No	No	No	Yes	true	Diabetes with ketoacidosis, type I [juvenile type], not stated as uncontrolled	Diabetes with neurological manifestations, type II or unspecified type, not stated as uncontrolled	Achlorhydria
1,182	Caucasian	Male	[70-80)	?	null	Not Mapped	Physician Referral	5	?	Family/GeneralPractice	62	3	13	0	0	0	531	250.82	428	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 gastric ulcer with hemorrhage, without mention of obstruction	Diabetes with other specified manifestations, type II or unspecified type, uncontrolled	Congestive heart failure, unspecified
1,183	Caucasian	Female	[60-70)	?	Emergency	Discharged to home	Emergency Room	3	?	?	60	0	17	0	0	0	386	599	276	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	M_niere's disease, unspecified	Urinary tract infection, site not specified	Hyperosmolality and/or hypernatremia
1,184	Caucasian	Female	[40-50)	?	Urgent	Discharged to home	Emergency Room	1	?	?	60	1	6	0	0	0	455	211	250	9	null	null	No	No	No	No	No	No	No	Steady	No	No	Steady	No	No	No	No	No	No	Steady	No	No	No	No	No	Ch	Yes	false	Internal hemorrhoids without mention of complication	Benign neoplasm of esophagus	Diabetes mellitus without mention of complication, type II or unspecified type, not stated as uncontrolled
1,185	Caucasian	Male	[50-60)	?	Emergency	Discharged to home	Emergency Room	1	?	InternalMedicine	44	0	8	0	0	0	789	V45	790	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	Abdominal pain, unspecified site	Unspecified cardiac device in situ	Nonspecific findings on examination of blood
1,186	Caucasian	Female	[70-80)	?	Emergency	Discharged/transferred to home with home health service	Emergency Room	9	MC	Family/GeneralPractice	39	0	30	0	0	1	38	599	427	9	null	null	Steady	Steady	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	Steady	No	No	No	No	No	Ch	Yes	false	Streptococcal septicemia	Urinary tract infection, site not specified	Paroxysmal supraventricular tachycardia
1,187	Caucasian	Male	[60-70)	?	Urgent	Discharged to home	Transfer from a hospital	2	?	?	23	6	12	0	0	0	414	411	708	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	Coronary atherosclerosis of unspecified type of vessel, native or graft	Postmyocardial infarction syndrome	Allergic urticaria
1,188	Caucasian	Male	[60-70)	?	Urgent	Discharged to home	Physician Referral	3	MC	Pulmonology	58	0	14	4	0	0	562	414	250	6	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	Diverticulosis of small intestine (without mention of hemorrhage)	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
1,189	Caucasian	Male	[50-60)	?	Emergency	Discharged/transferred to another short term hospital	Emergency Room	2	BC	InternalMedicine	66	1	14	0	0	0	410	250	305	8	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 myocardial infarction of anterolateral wall, episode of care unspecified	Diabetes mellitus without mention of complication, type II or unspecified type, not stated as uncontrolled	Alcohol abuse, unspecified
1,190	Caucasian	Female	[60-70)	?	Urgent	Discharged/transferred to SNF	Clinic Referral	8	?	?	53	1	12	0	0	2	682	707	459	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	Cellulitis and abscess of face	Pressure ulcer, unspecified site	Hemorrhage, unspecified
1,191	AfricanAmerican	Female	[60-70)	?	null	Discharged to home	null	4	?	Family/GeneralPractice	51	3	27	0	0	0	786	414	414	6	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	true	Respiratory abnormality, unspecified	Coronary atherosclerosis of unspecified type of vessel, native or graft	Coronary atherosclerosis of unspecified type of vessel, native or graft
1,192	Caucasian	Female	[70-80)	?	Emergency	Discharged to home	Emergency Room	2	?	Cardiology	59	3	11	0	0	0	414	413	998	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	true	Coronary atherosclerosis of unspecified type of vessel, native or graft	Angina decubitus	Postoperative shock, unspecified
1,193	AfricanAmerican	Female	[70-80)	?	Emergency	Discharged to home	Emergency Room	5	?	Family/GeneralPractice	41	0	10	0	0	1	250.22	135	728	7	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 hyperosmolarity, type II or unspecified type, uncontrolled	Sarcoidosis	Infective myositis
1,194	Caucasian	Female	[80-90)	?	Urgent	Discharged to home	Physician Referral	3	MC	Surgery-General	27	1	4	0	0	2	443	707	730	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	Raynaud's syndrome	Pressure ulcer, unspecified site	Acute osteomyelitis, site unspecified
1,195	Caucasian	Female	[40-50)	?	Urgent	Discharged to home	Not Mapped	4	?	?	39	5	18	0	0	0	414	411	250.01	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	Coronary atherosclerosis of unspecified type of vessel, native or graft	Postmyocardial infarction syndrome	Diabetes mellitus without mention of complication, type I [juvenile type], not stated as uncontrolled
1,196	Caucasian	Male	[70-80)	?	Elective	Discharged to home	Physician Referral	2	MC	Family/GeneralPractice	41	0	9	0	0	2	447	692	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	false	Arteriovenous fistula, acquired	Contact dermatitis and other eczema due to detergents	Congestive heart failure, unspecified
1,197	AfricanAmerican	Female	[80-90)	?	Emergency	Discharged/transferred to a long term care hospital.	Emergency Room	6	?	Surgery-Vascular	39	3	32	0	1	0	250.7	440	707	5	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	false	Diabetes with peripheral circulatory disorders, type II or unspecified type, not stated as uncontrolled	Atherosclerosis of aorta	Pressure ulcer, unspecified site
1,198	AfricanAmerican	Female	[60-70)	?	Emergency	null	Emergency Room	5	?	?	46	1	10	0	0	1	558	401	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	Other and unspecified noninfectious gastroenteritis and colitis	Malignant essential hypertension	Diabetes mellitus without mention of complication, type II or unspecified type, not stated as uncontrolled
1,199	Caucasian	Male	[70-80)	?	Emergency	Discharged/transferred to SNF	Emergency Room	14	?	?	66	3	25	0	0	0	410	428	197	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	Acute myocardial infarction of anterolateral wall, episode of care unspecified	Congestive heart failure, unspecified	Secondary malignant neoplasm of lung
1,200	Caucasian	Male	[50-60)	[100-125)	Urgent	Discharged to home	Physician Referral	2	HM	Cardiology	62	0	8	1	0	1	402	250	V12	4	null	null	Steady	No	No	No	No	No	No	No	No	No	Steady	No	No	No	No	No	No	No	No	No	No	No	No	Ch	Yes	true	Malignant hypertensive heart disease without heart failure	Diabetes mellitus without mention of complication, type II or unspecified type, not stated as uncontrolled	Personal history of unspecified infectious and parasitic disease

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