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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 ⌀
1,201	Caucasian	Female	[60-70)	?	Elective	Discharged/transferred to home with home health service	Physician Referral	5	?	Surgery-Cardiovascular/Thoracic	70	6	35	0	0	0	414	285	715	4	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	false	Coronary atherosclerosis of unspecified type of vessel, native or graft	Sideroblastic anemia	Osteoarthrosis, generalized, site unspecified
1,202	AfricanAmerican	Female	[20-30)	?	Emergency	Discharged to home	Emergency Room	1	?	Family/GeneralPractice	63	0	3	0	0	0	250.02	272	V10	3	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 II or unspecified type, uncontrolled	Pure hypercholesterolemia	Personal history of malignant neoplasm of gastrointestinal tract, unspecified
1,203	AfricanAmerican	Female	[40-50)	?	Emergency	Discharged to home	Emergency Room	7	MC	InternalMedicine	37	1	25	0	1	0	250.8	244	782	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	Diabetes with other specified manifestations, type II or unspecified type, not stated as uncontrolled	Postsurgical hypothyroidism	Disturbance of skin sensation
1,204	AfricanAmerican	Male	[60-70)	?	Emergency	Discharged to home	Emergency Room	5	?	InternalMedicine	50	0	12	0	0	1	428	250.02	425	5	null	null	No	No	No	No	No	No	No	Steady	No	No	Steady	No	No	No	No	No	No	Down	No	No	No	No	No	Ch	Yes	true	Congestive heart failure, unspecified	Diabetes mellitus without mention of complication, type II or unspecified type, uncontrolled	Endomyocardial fibrosis
1,205	Caucasian	Female	[60-70)	?	null	Discharged/transferred to home with home health service	Emergency Room	3	?	?	71	0	14	0	0	1	786	276	250	7	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	Hyperosmolality and/or hypernatremia	Diabetes mellitus without mention of complication, type II or unspecified type, not stated as uncontrolled
1,206	Caucasian	Male	[50-60)	?	Emergency	Discharged to home	Emergency Room	6	?	?	2	0	13	0	0	0	483	250.92	V10	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 due to mycoplasma pneumoniae	Diabetes with unspecified complication, type II or unspecified type, uncontrolled	Personal history of malignant neoplasm of gastrointestinal tract, unspecified
1,207	Caucasian	Male	[60-70)	?	Elective	Discharged to home	Physician Referral	8	?	Surgery-Vascular	66	3	37	0	0	0	441	530	496	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	Dissection of aorta, unspecified site	Achalasia and cardiospasm	Chronic airway obstruction, not elsewhere classified
1,208	Caucasian	Male	[50-60)	?	Emergency	Discharged/transferred to another rehab fac including rehab units of a hospital.	Emergency Room	10	CP	?	76	0	23	0	0	0	434	437	250.02	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	false	Cerebral thrombosis without mention of cerebral infarction	Cerebral atherosclerosis	Diabetes mellitus without mention of complication, type II or unspecified type, uncontrolled
1,209	Caucasian	Male	[70-80)	?	Emergency	Discharged to home	Emergency Room	1	?	InternalMedicine	47	0	12	0	0	1	250.8	496	357	7	null	Norm	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	Steady	No	No	No	No	No	No	Yes	true	Diabetes with other specified manifestations, type II or unspecified type, not stated as uncontrolled	Chronic airway obstruction, not elsewhere classified	Acute infective polyneuritis
1,210	Caucasian	Female	[80-90)	?	Emergency	Discharged/transferred to ICF	Transfer from another health care facility	4	MC	?	51	0	19	0	0	0	38	599	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	Streptococcal septicemia	Urinary tract infection, site not specified	Malignant essential hypertension
1,211	Caucasian	Female	[30-40)	?	Not Mapped	Discharged to home	Emergency Room	1	?	InternalMedicine	61	2	10	1	1	1	276	558	250.6	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	Hyperosmolality and/or hypernatremia	Other and unspecified noninfectious gastroenteritis and colitis	Diabetes with neurological manifestations, type II or unspecified type, not stated as uncontrolled
1,212	AfricanAmerican	Male	[30-40)	?	Emergency	Discharged to home	Emergency Room	1	HM	InternalMedicine	34	0	10	0	0	0	786	250.02	785	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	Respiratory abnormality, unspecified	Diabetes mellitus without mention of complication, type II or unspecified type, uncontrolled	Tachycardia, unspecified
1,213	Caucasian	Female	[60-70)	?	Emergency	Discharged/transferred to home with home health service	Emergency Room	7	?	Emergency/Trauma	60	2	11	0	0	0	577	577	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	false	Acute pancreatitis	Acute pancreatitis	Hyperosmolality and/or hypernatremia
1,214	AfricanAmerican	Female	[90-100)	?	Emergency	Discharged/transferred to ICF	Transfer from another health care facility	2	MC	InternalMedicine	4	1	1	0	0	0	787	294	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	Nausea and vomiting	Amnestic disorder in conditions classified elsewhere	Diabetes mellitus without mention of complication, type II or unspecified type, not stated as uncontrolled
1,215	Caucasian	Female	[90-100)	?	Not Available	Hospice / medical facility	null	3	?	?	26	0	8	0	0	0	733	276	425	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	Osteoporosis, unspecified	Hyperosmolality and/or hypernatremia	Endomyocardial fibrosis
1,216	Caucasian	Female	[40-50)	?	Emergency	Discharged to home	Emergency Room	3	?	InternalMedicine	34	0	2	0	0	0	346	250	401	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	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	Malignant essential hypertension
1,217	Caucasian	Male	[80-90)	?	Not Available	Discharged/transferred to another short term hospital	null	3	MC	Cardiology	19	0	11	0	0	0	410	396	414	9	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	Acute myocardial infarction of anterolateral wall, episode of care unspecified	Mitral valve stenosis and aortic valve stenosis	Coronary atherosclerosis of unspecified type of vessel, native or graft
1,218	Caucasian	Female	[80-90)	?	Emergency	Expired	Emergency Room	1	MC	InternalMedicine	68	0	6	0	0	0	410	428	276	8	null	null	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	false	Acute myocardial infarction of anterolateral wall, episode of care unspecified	Congestive heart failure, unspecified	Hyperosmolality and/or hypernatremia
1,219	Caucasian	Female	[80-90)	?	Urgent	Discharged/transferred to another rehab fac including rehab units of a hospital.	Physician Referral	4	MC	Orthopedics	53	3	15	1	1	1	996	E878	599	9	null	null	Steady	No	No	No	No	No	No	Up	No	Steady	No	No	No	No	No	No	No	No	No	No	No	No	No	Ch	Yes	false	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	Urinary tract infection, site not specified
1,220	Caucasian	Male	[80-90)	?	Urgent	Discharged to home	Emergency Room	3	MC	Emergency/Trauma	8	0	18	1	0	1	491	428	413	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	Simple chronic bronchitis	Congestive heart failure, unspecified	Angina decubitus
1,221	Caucasian	Female	[70-80)	?	Emergency	Discharged to home	Emergency Room	2	MC	?	64	0	22	0	0	0	491	599	41	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	true	Simple chronic bronchitis	Urinary tract infection, site not specified	Streptococcus infection in conditions classified elsewhere and of unspecified site, streptococcus, unspecified
1,222	Caucasian	Male	[80-90)	?	Urgent	Discharged to home	Emergency Room	3	MC	Emergency/Trauma	39	0	7	0	0	1	780	276	433	8	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	Alteration of consciousness	Hyperosmolality and/or hypernatremia	Occlusion and stenosis of basilar artery without mention of cerebral infarction
1,223	AfricanAmerican	Female	[70-80)	?	Emergency	Discharged to home	Clinic Referral	2	?	?	3	1	11	3	0	1	404	428	427	9	null	null	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	Steady	No	No	No	No	No	No	Yes	true	Hypertensive heart and chronic kidney disease, malignant, without heart failure and with chronic kidney disease stage I through stage IV, or unspecified	Congestive heart failure, unspecified	Paroxysmal supraventricular tachycardia
1,224	AfricanAmerican	Female	[50-60)	?	null	Discharged to home	null	2	?	InternalMedicine	51	2	20	0	0	0	475	250.02	278	4	null	>8	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	Peritonsillar abscess	Diabetes mellitus without mention of complication, type II or unspecified type, uncontrolled	Obesity, unspecified
1,225	Caucasian	Female	[60-70)	?	Not Available	Discharged to home	Physician Referral	2	HM	?	1	1	14	1	0	0	552	401	250	3	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)	Malignant essential hypertension	Diabetes mellitus without mention of complication, type II or unspecified type, not stated as uncontrolled
1,226	Caucasian	Male	[70-80)	?	Elective	Discharged to home	Physician Referral	3	?	Oncology	2	2	4	0	0	0	161	197	276	9	null	null	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	false	Malignant neoplasm of glottis	Secondary malignant neoplasm of lung	Hyperosmolality and/or hypernatremia
1,227	Caucasian	Female	[40-50)	?	null	Discharged to home	null	5	?	Cardiology	86	6	17	0	1	1	428	425	493	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	Congestive heart failure, unspecified	Endomyocardial fibrosis	Extrinsic asthma, unspecified
1,228	AfricanAmerican	Female	[30-40)	?	Emergency	Discharged to home	Emergency Room	2	DM	?	42	0	9	0	0	0	8	250.02	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	true	Intestinal infection due to E. coli, unspecified	Diabetes mellitus without mention of complication, type II or unspecified type, uncontrolled	Alcohol abuse, unspecified
1,229	AfricanAmerican	Female	[70-80)	?	Urgent	Discharged/transferred to home with home health service	Physician Referral	5	?	Pediatrics	33	0	13	1	0	3	681	288	285	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	Cellulitis and abscess of finger, unspecified	Neutropenia, unspecified	Sideroblastic anemia
1,230	Caucasian	Male	[70-80)	?	Urgent	Discharged to home	Physician Referral	2	MC	Urology	54	2	4	0	0	1	188	197	198	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 trigone of urinary bladder	Secondary malignant neoplasm of lung	Secondary malignant neoplasm of kidney
1,231	Caucasian	Female	[50-60)	?	Emergency	Discharged to home	Physician Referral	6	HM	?	28	0	13	1	0	0	682	250	401	6	null	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	Cellulitis and abscess of face	Diabetes mellitus without mention of complication, type II or unspecified type, not stated as uncontrolled	Malignant essential hypertension
1,232	AfricanAmerican	Female	[80-90)	?	Elective	Discharged/transferred to another short term hospital	Transfer from a hospital	11	?	PhysicalMedicineandRehabilitation	66	0	18	0	0	0	V57	428	707	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	Care involving breathing exercises	Congestive heart failure, unspecified	Pressure ulcer, unspecified site
1,233	AfricanAmerican	Male	[60-70)	?	Emergency	Discharged/transferred to SNF	Emergency Room	11	MC	?	74	4	28	0	1	0	38	403	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	Streptococcal septicemia	Hypertensive chronic kidney disease, malignant, with chronic kidney disease stage I through stage IV, or unspecified	Alteration of consciousness
1,234	Caucasian	Female	[60-70)	?	Not Available	Discharged to home	Physician Referral	1	MC	?	36	0	6	3	0	0	414	242	413	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	Coronary atherosclerosis of unspecified type of vessel, native or graft	Toxic diffuse goiter without mention of thyrotoxic crisis or storm	Angina decubitus
1,235	Caucasian	Male	[40-50)	?	Urgent	Discharged to home	Physician Referral	6	?	Surgery-General	32	5	11	0	0	1	250.6	707	357	5	null	null	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	Steady	No	No	No	No	No	No	Yes	false	Diabetes with neurological manifestations, type II or unspecified type, not stated as uncontrolled	Pressure ulcer, unspecified site	Acute infective polyneuritis
1,236	AfricanAmerican	Female	[60-70)	?	Emergency	Discharged/transferred to a long term care hospital.	Emergency Room	14	MC	InternalMedicine	42	4	31	0	0	0	997	996	38	9	null	null	No	No	No	No	No	No	No	Up	No	No	No	No	No	No	No	No	No	Steady	No	No	No	No	No	Ch	Yes	true	Nervous system complication, unspecified	Mechanical complication of unspecified cardiac device, implant, and graft	Streptococcal septicemia
1,237	Asian	Male	[70-80)	?	Emergency	Discharged to home	Emergency Room	3	?	?	27	0	9	0	0	1	426	496	414	6	null	>8	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	Atrioventricular block, complete	Chronic airway obstruction, not elsewhere classified	Coronary atherosclerosis of unspecified type of vessel, native or graft
1,238	Caucasian	Female	[60-70)	?	Urgent	Discharged to home	Physician Referral	4	HM	Endocrinology	59	0	12	0	0	0	487	250.53	424	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	Influenza with pneumonia	Diabetes with ophthalmic manifestations, type I [juvenile type], uncontrolled	Mitral valve disorders
1,239	Asian	Female	[80-90)	?	Urgent	Discharged to home	Emergency Room	4	BC	Family/GeneralPractice	49	2	10	0	0	0	431	401	250	6	null	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	true	Intracerebral hemorrhage	Malignant essential hypertension	Diabetes mellitus without mention of complication, type II or unspecified type, not stated as uncontrolled
1,240	Caucasian	Male	[60-70)	?	Emergency	Discharged to home	Emergency Room	4	BC	?	60	2	13	2	0	0	540	568	414	8	null	null	No	No	No	No	Steady	No	No	No	No	No	Steady	No	No	No	No	No	No	No	No	No	No	No	No	Ch	Yes	false	Acute appendicitis with generalized peritonitis	Peritoneal adhesions (postoperative) (postinfection)	Coronary atherosclerosis of unspecified type of vessel, native or graft
1,241	Caucasian	Male	[60-70)	?	Urgent	Discharged/transferred to SNF	null	12	?	Hematology/Oncology	26	2	34	3	0	0	572	155	275	8	>200	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 liver	Malignant neoplasm of liver, primary	Disorders of mineral metabolism
1,242	AfricanAmerican	Male	[70-80)	?	Elective	Discharged to home	Physician Referral	1	MC	Surgery-Vascular	39	2	25	3	0	0	250.4	403	285	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	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	Sideroblastic anemia
1,243	Caucasian	Male	[80-90)	?	Emergency	Discharged to home	Emergency Room	6	?	Cardiology	39	0	11	0	0	3	414	411	V45	6	null	null	No	Steady	No	No	No	No	No	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	Postmyocardial infarction syndrome	Unspecified cardiac device in situ
1,244	Caucasian	Female	[70-80)	?	Urgent	Discharged/transferred to home with home health service	Emergency Room	6	?	InternalMedicine	90	2	18	0	0	0	280	250.43	250.7	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	Iron deficiency anemia secondary to blood loss (chronic)	Diabetes with renal manifestations, type I [juvenile type], uncontrolled	Diabetes with peripheral circulatory disorders, type II or unspecified type, not stated as uncontrolled
1,245	Caucasian	Female	[50-60)	?	Emergency	Discharged to home	Physician Referral	5	BC	?	36	0	19	3	0	0	562	584	276	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	true	Diverticulosis of small intestine (without mention of hemorrhage)	Acute kidney failure	Hyperosmolality and/or hypernatremia
1,246	Caucasian	Male	[80-90)	?	Emergency	Discharged/transferred to SNF	Emergency Room	3	MC	?	63	2	17	0	0	0	820	285	250.02	5	null	>8	Steady	No	No	No	No	No	No	No	No	No	Steady	No	No	No	No	No	No	Steady	No	No	No	No	No	Ch	Yes	false	Closed fracture of intracapsular section of neck of femur, unspecified	Sideroblastic anemia	Diabetes mellitus without mention of complication, type II or unspecified type, uncontrolled
1,247	AfricanAmerican	Female	[50-60)	?	Emergency	Discharged to home	Emergency Room	3	MC	InternalMedicine	40	0	15	0	0	0	493	491	250	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	true	Extrinsic asthma, unspecified	Simple chronic bronchitis	Diabetes mellitus without mention of complication, type II or unspecified type, not stated as uncontrolled
1,248	AfricanAmerican	Male	[70-80)	?	Urgent	Discharged/transferred to home with home health service	Physician Referral	11	?	InternalMedicine	48	3	11	0	0	0	150	303	496	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	Malignant neoplasm of cervical esophagus	Acute alcoholic intoxication in alcoholism, unspecified	Chronic airway obstruction, not elsewhere classified
1,249	Caucasian	Female	[10-20)	?	Urgent	Discharged to home	Physician Referral	2	?	Pediatrics-Endocrinology	10	0	1	0	0	0	250.43	583	?	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 with renal manifestations, type I [juvenile type], uncontrolled	Nephritis and nephropathy, not specified as acute or chronic, with lesion of proliferative glomerulonephritis	null
1,250	Other	Female	[40-50)	?	Emergency	Discharged to home	Emergency Room	3	SP	?	29	0	8	0	1	0	493	250.92	?	2	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	Extrinsic asthma, unspecified	Diabetes with unspecified complication, type II or unspecified type, uncontrolled	null
1,251	Caucasian	Female	[20-30)	?	Emergency	Discharged to home	Emergency Room	4	?	InternalMedicine	55	0	12	0	0	0	250.03	304	V15	5	null	null	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	Steady	No	No	No	No	No	No	Yes	true	Diabetes mellitus without mention of complication, type I [juvenile type], uncontrolled	Opioid type dependence, unspecified	Personal history of allergy, other than to medicinal agents, presenting hazards to health
1,252	Caucasian	Female	[70-80)	?	Emergency	Discharged/transferred to home with home health service	Emergency Room	8	?	?	2	5	13	0	0	0	410	414	250	5	null	null	Steady	No	No	No	No	No	Steady	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	Ch	Yes	false	Acute myocardial infarction of anterolateral wall, episode of care 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
1,253	Caucasian	Male	[60-70)	?	Not Available	Discharged to home	null	4	?	?	17	0	16	2	1	0	288	250.01	199	6	Norm	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	Neutropenia, unspecified	Diabetes mellitus without mention of complication, type I [juvenile type], not stated as uncontrolled	Disseminated malignant neoplasm without specification of site
1,254	Hispanic	Male	[20-30)	?	Emergency	Discharged to home	Emergency Room	2	?	InternalMedicine	56	0	7	0	0	0	250.03	?	?	1	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	Diabetes mellitus without mention of complication, type I [juvenile type], uncontrolled	null	null
1,255	Hispanic	Male	[40-50)	?	Emergency	Discharged to home	Emergency Room	2	?	Family/GeneralPractice	38	0	7	0	0	3	250.6	337	V12	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	Diabetes with neurological manifestations, type II or unspecified type, not stated as uncontrolled	Idiopathic peripheral autonomic neuropathy, unspecified	Personal history of unspecified infectious and parasitic disease
1,256	Caucasian	Female	[60-70)	?	Not Available	Discharged/transferred to SNF	Physician Referral	4	MC	?	59	0	21	0	0	0	38	599	295	9	null	>7	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	Steady	No	No	No	No	No	No	Yes	false	Streptococcal septicemia	Urinary tract infection, site not specified	Simple type schizophrenia, unspecified
1,257	Caucasian	Female	[70-80)	?	Urgent	Discharged/transferred to SNF	Transfer from a Skilled Nursing Facility (SNF)	8	?	Family/GeneralPractice	42	2	15	0	0	0	820	599	250	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 intracapsular section of neck of femur, unspecified	Urinary tract infection, site not specified	Diabetes mellitus without mention of complication, type II or unspecified type, not stated as uncontrolled
1,258	Caucasian	Male	[60-70)	?	Elective	null	Physician Referral	4	?	?	42	4	39	0	0	0	414	250.02	411	7	null	>7	No	No	No	No	No	No	No	Steady	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	Yes	false	Coronary atherosclerosis of unspecified type of vessel, native or graft	Diabetes mellitus without mention of complication, type II or unspecified type, uncontrolled	Postmyocardial infarction syndrome
1,259	?	Female	[70-80)	?	Urgent	Discharged to home	Physician Referral	2	?	Cardiology	54	0	16	0	0	0	427	496	414	9	null	Norm	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	Chronic airway obstruction, not elsewhere classified	Coronary atherosclerosis of unspecified type of vessel, native or graft
1,260	AfricanAmerican	Male	[60-70)	?	Emergency	Discharged to home	Emergency Room	2	DM	?	43	0	18	0	0	1	428	425	585	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	Endomyocardial fibrosis	Chronic kidney disease (ckd)
1,261	Caucasian	Male	[60-70)	?	Urgent	Discharged to home	Physician Referral	1	HM	Surgery-Neuro	13	2	8	0	0	0	724	738	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	false	Spinal stenosis, unspecified region	Acquired deformity of nose	Diabetes mellitus without mention of complication, type II or unspecified type, not stated as uncontrolled
1,262	Caucasian	Male	[80-90)	?	Emergency	Expired	Emergency Room	12	MC	?	67	0	18	0	0	0	599	427	427	8	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	Urinary tract infection, site not specified	Paroxysmal supraventricular tachycardia	Paroxysmal supraventricular tachycardia
1,263	?	Male	[40-50)	?	Urgent	Discharged to home	Transfer from a hospital	1	UN	Cardiology	29	5	14	0	0	0	414	250	272	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	Coronary atherosclerosis of unspecified type of vessel, native or graft	Diabetes mellitus without mention of complication, type II or unspecified type, not stated as uncontrolled	Pure hypercholesterolemia
1,264	Caucasian	Female	[70-80)	?	Urgent	Discharged to home	Physician Referral	2	MC	Nephrology	45	0	6	0	0	0	584	276	496	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	Acute kidney failure	Hyperosmolality and/or hypernatremia	Chronic airway obstruction, not elsewhere classified
1,265	AfricanAmerican	Male	[50-60)	?	Urgent	Discharged to home	Physician Referral	2	UN	Family/GeneralPractice	47	0	9	0	0	0	786	733	401	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	Respiratory abnormality, unspecified	Osteoporosis, unspecified	Malignant essential hypertension
1,266	Caucasian	Female	[90-100)	?	Emergency	Discharged to home	Emergency Room	1	MC	?	43	0	6	0	0	0	414	413	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	Coronary atherosclerosis of unspecified type of vessel, native or graft	Angina decubitus	Paroxysmal supraventricular tachycardia
1,267	Caucasian	Male	[70-80)	?	null	Discharged/transferred to SNF	null	10	?	?	67	4	42	0	0	0	584	276	707	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 kidney failure	Hyperosmolality and/or hypernatremia	Pressure ulcer, unspecified site
1,268	Caucasian	Male	[70-80)	?	Not Available	Discharged/transferred to SNF	null	11	MC	?	18	3	21	0	0	0	482	427	496	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	Pneumonia due to Klebsiella pneumoniae	Paroxysmal supraventricular tachycardia	Chronic airway obstruction, not elsewhere classified
1,269	AfricanAmerican	Female	[50-60)	?	Elective	Discharged to home	Physician Referral	6	MC	Orthopedics-Reconstructive	53	4	42	0	0	0	722	599	250	9	null	null	Steady	No	No	No	No	No	No	No	No	No	No	Steady	No	No	No	No	No	Steady	No	No	No	No	No	Ch	Yes	false	Displacement of cervical intervertebral disc without myelopathy	Urinary tract infection, site not specified	Diabetes mellitus without mention of complication, type II or unspecified type, not stated as uncontrolled
1,270	AfricanAmerican	Female	[70-80)	?	Emergency	Discharged to home	Emergency Room	1	MC	InternalMedicine	37	0	17	0	0	0	780	276	780	8	null	null	No	No	No	No	No	No	Steady	No	No	Steady	No	No	No	No	No	No	No	Up	No	No	No	No	No	Ch	Yes	false	Alteration of consciousness	Hyperosmolality and/or hypernatremia	Alteration of consciousness
1,271	Caucasian	Male	[70-80)	?	Urgent	Discharged to home	Physician Referral	3	MC	?	30	0	7	0	0	0	486	276	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	true	Pneumonia, organism unspecified	Hyperosmolality and/or hypernatremia	Malignant essential hypertension
1,272	Caucasian	Female	[60-70)	?	Emergency	Discharged to home	Emergency Room	3	?	InternalMedicine	34	1	8	0	0	0	998	415	442	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	Acute cor pulmonale	Aneurysm of artery of upper extremity
1,273	Caucasian	Female	[80-90)	?	Emergency	Discharged to home	Emergency Room	6	?	InternalMedicine	73	0	22	0	0	0	410	427	276	9	null	null	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	true	Acute myocardial infarction of anterolateral wall, episode of care unspecified	Paroxysmal supraventricular tachycardia	Hyperosmolality and/or hypernatremia
1,274	Caucasian	Male	[70-80)	?	Emergency	Discharged/transferred to another rehab fac including rehab units of a hospital.	Emergency Room	4	?	?	44	0	9	0	0	0	357	401	250	7	null	Norm	No	Steady	No	No	No	No	No	No	No	No	Steady	No	No	No	No	No	No	No	No	No	No	No	No	Ch	Yes	true	Acute infective polyneuritis	Malignant essential hypertension	Diabetes mellitus without mention of complication, type II or unspecified type, not stated as uncontrolled
1,275	Caucasian	Female	[70-80)	?	Emergency	Discharged to home	Physician Referral	1	?	?	44	0	16	0	0	0	410	428	401	9	null	null	No	No	No	No	Steady	No	No	No	No	No	No	No	No	No	No	No	No	Down	No	No	No	No	No	Ch	Yes	false	Acute myocardial infarction of anterolateral wall, episode of care unspecified	Congestive heart failure, unspecified	Malignant essential hypertension
1,276	AfricanAmerican	Male	[40-50)	?	Emergency	Discharged to home	Emergency Room	3	?	?	52	0	9	0	0	1	599	250.01	788	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	Urinary tract infection, site not specified	Diabetes mellitus without mention of complication, type I [juvenile type], not stated as uncontrolled	Renal colic
1,277	Caucasian	Male	[50-60)	?	null	Expired	Emergency Room	4	?	InternalMedicine	85	3	13	0	0	0	250.22	434	518	6	>300	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 hyperosmolarity, type II or unspecified type, uncontrolled	Cerebral thrombosis without mention of cerebral infarction	Pulmonary collapse
1,278	Caucasian	Male	[60-70)	?	Urgent	Discharged to home	Emergency Room	3	MC	InternalMedicine	64	1	14	2	0	1	786	427	427	9	null	null	No	No	No	No	No	No	Steady	No	No	No	Steady	No	No	No	No	No	No	Steady	No	No	No	No	No	Ch	Yes	true	Respiratory abnormality, unspecified	Paroxysmal supraventricular tachycardia	Paroxysmal supraventricular tachycardia
1,279	Caucasian	Female	[50-60)	?	Elective	Discharged to home	Physician Referral	1	BC	Surgery-General	37	1	20	0	0	0	574	278	401	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	Calculus of gallbladder with acute cholecystitis, without mention of obstruction	Obesity, unspecified	Malignant essential hypertension
1,280	Caucasian	Male	[50-60)	[25-50)	Emergency	Discharged to home	Emergency Room	11	?	Family/GeneralPractice	66	1	19	1	1	1	789	V45	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	true	Abdominal pain, unspecified site	Unspecified cardiac device in situ	Diabetes with renal manifestations, type II or unspecified type, not stated as uncontrolled
1,281	Caucasian	Male	[30-40)	?	Urgent	Discharged to home	Emergency Room	1	SI	Pulmonology	66	0	3	0	0	0	250.02	278	?	2	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	Diabetes mellitus without mention of complication, type II or unspecified type, uncontrolled	Obesity, unspecified	null
1,282	Caucasian	Male	[50-60)	?	null	Discharged to home	null	4	?	?	75	6	33	0	1	0	574	276	682	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	Calculus of gallbladder with acute cholecystitis, without mention of obstruction	Hyperosmolality and/or hypernatremia	Cellulitis and abscess of face
1,283	Caucasian	Female	[80-90)	?	Not Available	Discharged/transferred to SNF	null	9	MC	InternalMedicine	26	2	24	0	0	0	790	428	427	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	Nonspecific findings on examination of blood	Congestive heart failure, unspecified	Paroxysmal supraventricular tachycardia
1,284	Caucasian	Female	[70-80)	[50-75)	Urgent	Discharged/transferred to SNF	Physician Referral	3	MC	?	40	1	14	0	2	0	250.4	583	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	true	Diabetes with renal manifestations, type II or unspecified type, not stated as uncontrolled	Nephritis and nephropathy, not specified as acute or chronic, with lesion of proliferative glomerulonephritis	Hypertensive chronic kidney disease, malignant, with chronic kidney disease stage I through stage IV, or unspecified
1,285	Caucasian	Female	[90-100)	?	Not Available	Discharged/transferred to SNF	null	4	?	?	25	1	16	0	0	0	491	486	250.8	8	>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	Simple chronic bronchitis	Pneumonia, organism unspecified	Diabetes with other specified manifestations, type II or unspecified type, not stated as uncontrolled
1,286	Caucasian	Female	[50-60)	?	Not Available	Discharged/transferred to home with home health service	null	4	CP	Orthopedics-Reconstructive	6	2	27	0	0	0	715	285	726	9	null	null	No	No	No	No	No	No	Steady	No	No	Steady	No	No	No	No	No	No	No	Down	No	No	No	No	No	Ch	Yes	false	Osteoarthrosis, generalized, site unspecified	Sideroblastic anemia	Adhesive capsulitis of shoulder
1,287	Caucasian	Female	[60-70)	?	null	Discharged to home	null	2	?	Cardiology	44	6	16	1	1	2	786	427	426	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	Respiratory abnormality, unspecified	Paroxysmal supraventricular tachycardia	Atrioventricular block, complete
1,288	Caucasian	Female	[80-90)	?	Emergency	Discharged/transferred to home with home health service	Emergency Room	3	MC	?	13	1	12	0	0	0	972	427	426	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	Poisoning by cardiac rhythm regulators	Paroxysmal supraventricular tachycardia	Atrioventricular block, complete
1,289	Caucasian	Female	[40-50)	?	Emergency	Discharged to home	Emergency Room	11	MD	InternalMedicine	72	1	16	0	0	4	250.7	682	707	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	Diabetes with peripheral circulatory disorders, type II or unspecified type, not stated as uncontrolled	Cellulitis and abscess of face	Pressure ulcer, unspecified site
1,290	AfricanAmerican	Female	[40-50)	?	Elective	Discharged to home	Physician Referral	2	HM	?	21	1	17	0	0	0	218	626	401	5	null	null	Steady	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	Steady	No	No	No	No	No	Ch	Yes	false	Submucous leiomyoma of uterus	Absence of menstruation	Malignant essential hypertension
1,291	Caucasian	Female	[50-60)	?	Urgent	Discharged to home	Physician Referral	1	HM	InternalMedicine	41	0	9	0	0	0	530	530	786	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	Achalasia and cardiospasm	Achalasia and cardiospasm	Respiratory abnormality, unspecified
1,292	AfricanAmerican	Male	[40-50)	?	Emergency	Discharged to home	Emergency Room	2	?	?	31	0	8	0	1	2	401	428	278	6	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	Malignant essential hypertension	Congestive heart failure, unspecified	Obesity, unspecified
1,293	Caucasian	Female	[70-80)	?	Emergency	Discharged/transferred to SNF	Transfer from a Skilled Nursing Facility (SNF)	14	?	?	64	0	23	0	0	0	428	253	250	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	Congestive heart failure, unspecified	Acromegaly and gigantism	Diabetes mellitus without mention of complication, type II or unspecified type, not stated as uncontrolled
1,294	Caucasian	Female	[80-90)	?	Urgent	Discharged/transferred to SNF	Transfer from a hospital	4	MC	?	28	0	8	0	0	0	198	162	780	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	Secondary malignant neoplasm of kidney	Malignant neoplasm of trachea	Alteration of consciousness
1,295	Caucasian	Male	[40-50)	?	Emergency	Discharged to home	Emergency Room	12	?	InternalMedicine	44	1	17	0	0	0	453	250.81	286	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	Budd-chiari syndrome	Diabetes with other specified manifestations, type I [juvenile type], not stated as uncontrolled	Congenital factor VIII disorder
1,296	Caucasian	Male	[80-90)	?	Emergency	null	Emergency Room	5	?	?	34	1	7	0	0	0	824	250	401	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	Fracture of medial malleolus, closed	Diabetes mellitus without mention of complication, type II or unspecified type, not stated as uncontrolled	Malignant essential hypertension
1,297	Caucasian	Female	[70-80)	?	Elective	Discharged/transferred to another rehab fac including rehab units of a hospital.	Physician Referral	4	MC	Radiologist	7	2	21	0	0	0	715	285	401	7	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	Osteoarthrosis, generalized, site unspecified	Sideroblastic anemia	Malignant essential hypertension
1,298	AfricanAmerican	Female	[50-60)	?	Emergency	Discharged to home	Emergency Room	4	MC	Oncology	49	1	14	0	0	0	786	203	284	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	Respiratory abnormality, unspecified	Multiple myeloma, without mention of having achieved remission	Aplastic anemia and other bone marrow failure syndromes
1,299	Other	Male	[0-10)	?	Emergency	Discharged to home	Emergency Room	2	?	Pediatrics-CriticalCare	56	0	10	0	0	0	250.11	691	112	4	null	>8	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	Steady	No	No	No	No	No	No	Yes	false	Diabetes with ketoacidosis, type I [juvenile type], not stated as uncontrolled	Diaper or napkin rash	Candidiasis of mouth
1,300	Caucasian	Male	[70-80)	?	Not Available	Discharged/transferred to SNF	Physician Referral	4	MC	?	43	0	21	1	0	0	486	250.02	496	9	null	null	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	Up	No	No	No	No	No	Ch	Yes	true	Pneumonia, organism unspecified	Diabetes mellitus without mention of complication, type II or unspecified type, uncontrolled	Chronic airway obstruction, not elsewhere classified

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