Due to restrictions following results are derived from synthetic data to demonstrate capability of Computational Healthcare. Please do no derive any inferences from results below.

Visits
Adult patients (Age > 20 years)

1,970

Sex Count
Male 1010
Female 950
In hospital
Mortality

59.39 %

Length of Stay Distribution
Mean LOS: 7.16 days FQ: 2 days Median: 4 days TQ: 9 days
Aggregation Policy
Minimum count20
Multiple10
Min hospitals2
Min subset100

Temporal Distribution : Venous catheterization, not elsewhere classified ( P3893 ) followed by Continuous invasive mechanical ventilation for less than 96 consecutive hours ( P9671 )

Mean ΔT: 0.99 days FQ: 0 days Median: 0 days TQ: 0 days

Variation by ΔT for

Source Distribution
Source Count
Routine, birth, etc 350
Another hospital 300
Another health facility including LTC 310
Emergency department 320
Unknown 330
Court/Law enforcement 340
Disposition Distribution
Disposition Count
Routine 280
Transfer to short-term hospital 130
Home Health Care 110
Died in hospital 1170
Transfer other SNF, ICF, etc. 240
Payer Distribution
Payer Count
Medicare 280
Medicaid 290
Private insurance 260
Self-pay 300
Other payer 280
Unknown payer 250
No charge 290
Race Distribution
Race Count
White 280
Black 270
Hispanic 270
Asian or Pacific Islander 290
Native American 280
Other 270
Race missing, unknown 290
State variation
S1 S2
Count 960 1010
Sex : Male 53.1% 49.5%
Sex : Female 46.9% 49.5%
Source : Routine, birth, etc 17.7% 17.8%
Source : Another hospital 13.5% 15.8%
Source : Another health facility including LTC 15.6% 14.9%
Source : Emergency department 15.6% 16.8%
Source : Unknown 17.7% 15.8%
Source : Court/Law enforcement 17.7% 16.8%
Disposition : Routine 14.6% 12.9%
Disposition : Transfer to short-term hospital 6.3% 5.9%
Disposition : Home Health Care 5.2% 5.0%
Disposition : Died in hospital 58.3% 59.4%
Disposition : Transfer other SNF, ICF, etc. 11.5% 12.9%
Payer : Medicare 13.5% 13.9%
Payer : Medicaid 15.6% 12.9%
Payer : Private insurance 13.5% 12.9%
Payer : Self-pay 14.6% 14.9%
Payer : Other payer 13.5% 13.9%
Payer : Unknown payer 11.5% 13.9%
Payer : No charge 14.6% 14.9%
Race : White 13.5% 14.9%
Race : Black 11.5% 15.8%
Race : Hispanic 13.5% 12.9%
Race : Asian or Pacific Islander 14.6% 14.9%
Race : Native American 14.6% 12.9%
Race : Other 13.5% 12.9%
Race : Race missing, unknown 16.7% 12.9%
Yearly variation
2006 2007 2008 2009 2010 2011
Count 390 320 340 320 310 280
Sex : Male 51.3% 50.0% 47.1% 46.9% 51.6% 53.6%
Sex : Female 46.2% 50.0% 52.9% 50.0% 45.2% 42.9%
Source : Routine, birth, etc 15.4% 21.9% 14.7% 15.6% 16.1% 17.9%
Source : Another hospital 15.4% 15.6% 11.8% 15.6% 12.9% 14.3%
Source : Another health facility including LTC 15.4% 12.5% 14.7% 12.5% 16.1% 14.3%
Source : Emergency department 17.9% 12.5% 14.7% 15.6% 16.1% 14.3%
Source : Court/Law enforcement 17.9% 15.6% 17.6% 12.5% 16.1% 17.9%
Source : Unknown 12.8% 15.6% 17.6% 15.6% 16.1% 14.3%
Disposition : Routine 10.3% 12.5% 14.7% 12.5% 12.9% 17.9%
Disposition : Transfer to short-term hospital 5.1% 0% 0% 0% 6.5% 7.1%
Disposition : Died in hospital 61.5% 62.5% 64.7% 59.4% 51.6% 46.4%
Disposition : Transfer other SNF, ICF, etc. 15.4% 9.4% 5.9% 12.5% 12.9% 10.7%
Payer : Medicare 10.3% 15.6% 14.7% 12.5% 16.1% 14.3%
Payer : Medicaid 15.4% 12.5% 11.8% 15.6% 12.9% 17.9%
Payer : Private insurance 12.8% 12.5% 11.8% 15.6% 12.9% 10.7%
Payer : Other payer 12.8% 12.5% 11.8% 12.5% 16.1% 10.7%
Payer : Unknown payer 12.8% 9.4% 11.8% 9.4% 9.7% 14.3%
Payer : No charge 15.4% 15.6% 14.7% 15.6% 12.9% 10.7%
Payer : Self-pay 12.8% 15.6% 14.7% 12.5% 12.9% 14.3%
Race : White 12.8% 18.8% 11.8% 12.5% 9.7% 10.7%
Race : Black 12.8% 12.5% 8.8% 15.6% 12.9% 14.3%
Race : Hispanic 12.8% 12.5% 14.7% 12.5% 9.7% 10.7%
Race : Asian or Pacific Islander 15.4% 15.6% 11.8% 9.4% 16.1% 10.7%
Race : Native American 12.8% 12.5% 14.7% 9.4% 12.9% 14.3%
Race : Other 12.8% 9.4% 14.7% 12.5% 12.9% 14.3%
Race : Race missing, unknown 12.8% 12.5% 14.7% 15.6% 16.1% 10.7%
Disposition : Home Health Care 0% 0% 0% 0% 6.5% 7.1%
Age Distribution
Age Count
20 - 39 90
40 - 59 340
60 - 79 780
80 - 99 730
Mean age First quartile Median Third quartile
71.67 years 61 years 74 years 85 years
45 >= Age > 20 65 >= Age > 45 85 >= Age > 65 Age > 85
Count 150 480 850 470
Sex : Male 60.0% 58.3% 45.9% 46.8%
Sex : Female 33.3% 39.6% 52.9% 51.1%
Source : Routine, birth, etc 13.3% 16.7% 18.8% 17.0%
Source : Another hospital 13.3% 14.6% 14.1% 17.0%
Source : Another health facility including LTC 13.3% 16.7% 15.3% 14.9%
Source : Emergency department 13.3% 14.6% 16.5% 17.0%
Source : Unknown 13.3% 16.7% 16.5% 14.9%
Source : Court/Law enforcement 20.0% 18.8% 16.5% 14.9%
Disposition : Routine 33.3% 18.8% 11.8% 4.3%
Disposition : Transfer to short-term hospital 0% 6.3% 7.1% 4.3%
Disposition : Home Health Care 0% 4.2% 7.1% 4.3%
Disposition : Died in hospital 46.7% 56.3% 57.6% 68.1%
Disposition : Transfer other SNF, ICF, etc. 0% 8.3% 12.9% 14.9%
Payer : Medicare 13.3% 14.6% 14.1% 12.8%
Payer : Medicaid 0% 14.6% 14.1% 12.8%
Payer : Private insurance 13.3% 10.4% 14.1% 12.8%
Payer : Self-pay 13.3% 16.7% 12.9% 17.0%
Payer : Other payer 13.3% 12.5% 14.1% 12.8%
Payer : No charge 13.3% 14.6% 14.1% 14.9%
Payer : Unknown payer 13.3% 10.4% 12.9% 10.6%
Race : White 13.3% 12.5% 14.1% 14.9%
Race : Black 13.3% 12.5% 12.9% 14.9%
Race : Hispanic 13.3% 14.6% 12.9% 10.6%
Race : Asian or Pacific Islander 13.3% 14.6% 14.1% 12.8%
Race : Native American 0% 16.7% 12.9% 14.9%
Race : Other 0% 10.4% 14.1% 12.8%
Race : Race missing, unknown 13.3% 12.5% 15.3% 12.8%
Procedure Distribution
Procedure Code Description Count
P3891 Arterial catheterization 250
P8961 Systemic arterial pressure monitoring 20
P8703 Computerized axial tomography of head 20
P3322 Fiber-optic bronchoscopy 20
P5491 Percutaneous abdominal drainage 20
P9962 Other electric countershock of heart 40
P5459 Other lysis of peritoneal adhesions 20
P4311 Percutaneous [endoscopic] gastrostomy [PEG] 30
P3893_2 Venous catheterization, not elsewhere classified 2nd 80
P9604 Insertion of endotracheal tube 1440
P9915 Parenteral infusion of concentrated nutritional substances 40
P0017 Infusion of vasopressor agent 60
P966 Enteral infusion of concentrated nutritional substances 30
P8872 Diagnostic ultrasound of heart 70
P9960 Cardiopulmonary resuscitation, not otherwise specified 270
P5794 Insertion of indwelling urinary catheter 20
P0331 Spinal tap 50
P9904 Transfusion of packed cells 280
P4513 Other endoscopy of small intestine 20
P3893 Venous catheterization, not elsewhere classified 1970
P3404 Insertion of intercostal catheter for drainage 40
P9905 Transfusion of platelets 50
P3995 Hemodialysis 70
P3491 Thoracentesis 20
P9390 Non-invasive mechanical ventilation 90
P3895 Venous catheterization for renal dialysis 40
P9396 Other oxygen enrichment 30
P9607 Insertion of other (naso-)gastric tube 30
P3324 Closed [endoscopic] biopsy of bronchus 90
P9671 Continuous invasive mechanical ventilation for less than 96 consecutive hours 1970
P9907 Transfusion of other serum 130
P9604_2 Insertion of endotracheal tube 2nd 30
DRG Distribution
DRG Code Description Count
DG127 DRG V24 : HEART FAILURE & SHOCK 30
DG576 DRG V24 : SEPTICEMIA W/O MV 96+ HOURS AGE >17 500
DG566 DRG V24 : RESPIRATORY SYSTEM DIAGNOSIS WITH VENTILATOR SUPPORT <96 HOURS 440
DG569 DRG V24 : MAJOR SMALL & LARGE BOWEL PROCEDURES W CC W MAJOR GI DX 30
DG578 DRG V24 : INFECTIOUS & PARASITIC DISEASES W O.R. PROCEDURE 50
DG202 DRG V24 : CIRRHOSIS & ALCOHOLIC HEPATITIS 20
DG123 DRG V24 : CIRCULATORY DISORDERS W AMI, EXPIRED 60
DG449 DRG V24 : POISONING & TOXIC EFFECTS OF DRUGS AGE >17 W CC 40
DG138 DRG V24 : CARDIAC ARRHYTHMIA & CONDUCTION DISORDERS W CC 20
DG316 DRG V24 : RENAL FAILURE 20
DG14 DRG V24 : INTRACRANIAL HEMORRHAGE OR CEREBRAL INFARCTION 80
Diagnosis Distribution
Diagnosis Code Description Primary POA All
D5712 Alcoholic cirrhosis of liver 0 0 20
D2752 Disorders of magnesium metabolism 0 0 20
D51881 Acute respiratory failure 240 0 490
D71590 Osteoarthrosis, unspecified whether generalized or localized, site unspecified 0 0 30
D99591 Sepsis 0 0 30
D42789 Other specified cardiac dysrhythmias 0 0 60
D5119 Unspecified pleural effusion 0 0 20
D78552 Septic shock 0 0 160
D78551 Cardiogenic shock 0 0 50
D5845 Acute kidney failure with lesion of tubular necrosis 0 0 50
D3051 Tobacco use disorder 0 0 90
D311 Depressive disorder, not elsewhere classified 0 0 40
D2761 Hyposmolality and/or hyponatremia 0 0 70
D25000 Diabetes mellitus without mention of complication, type II or unspecified type, not stated as uncontrolled 0 0 140
DV1254 Personal history of transient ischemic attack (TIA), and cerebral infarction without residual deficits 0 0 20
D4280 Congestive heart failure, unspecified 20 0 170
D41091 Acute myocardial infarction of unspecified site, initial episode of care 20 0 0
DV5861 Long-term (current) use of anticoagulants 0 0 30
D2875 Thrombocytopenia, unspecified 0 0 50
D41071 Subendocardial infarction, initial episode of care 30 0 40
D03849 Other septicemia due to gram-negative organisms 20 0 0
DV667 Encounter for palliative care 0 0 60
D78039 Other convulsions 0 0 40
D5180 Pulmonary collapse 0 0 40
D49121 Obstructive chronic bronchitis with (acute) exacerbation 0 0 40
D496 Chronic airway obstruction, not elsewhere classified 0 0 70
D03842 Septicemia due to escherichia coli [E. coli] 30 0 0
D49390 Asthma, unspecified type, unspecified 0 0 20
D99592 Severe sepsis 0 0 230
D4589 Hypotension, unspecified 0 0 70
D5939 Unspecified disorder of kidney and ureter 0 0 20
D43491 Cerebral artery occlusion, unspecified with cerebral infarction 20 0 0
D570 Acute and subacute necrosis of liver 0 0 40
DV5866 Long-term (current) use of aspirin 0 0 20
D30390 Other and unspecified alcohol dependence, unspecified 0 0 20
D29410 Dementia in conditions classified elsewhere without behavioral disturbance 0 0 20
D4271 Paroxysmal ventricular tachycardia 0 0 30
DV4501 Cardiac pacemaker in situ 0 0 20
D2720 Pure hypercholesterolemia 0 0 20
D42731 Atrial fibrillation 0 0 130
D4254 Other primary cardiomyopathies 0 0 30
D2767 Hyperpotassemia 0 0 70
D486 Pneumonia, organism unspecified 40 0 140
D2762 Acidosis 0 0 180
D2760 Hyperosmolality and/or hypernatremia 0 0 20
D5070 Pneumonitis due to inhalation of food or vomitus 40 0 130
D2948 Other persistent mental disorders due to conditions classified elsewhere 0 0 20
DV4581 Aortocoronary bypass status 0 0 20
D79902 Hypoxemia 0 0 40
D2768 Hypopotassemia 0 0 80
DV4582 Percutaneous transluminal coronary angioplasty status 0 0 20
D41401 Coronary atherosclerosis of native coronary artery 0 0 70
D41400 Coronary atherosclerosis of unspecified type of vessel, native or graft 0 0 20
D5185 Pulmonary insufficiency following trauma and surgery 0 0 30
DV1582 Personal history of tobacco use 0 0 70
D2724 Other and unspecified hyperlipidemia 0 0 90
D4019 Unspecified essential hypertension 0 0 260
D5990 Urinary tract infection, site not specified 0 0 90
D78001 Coma 0 0 30
D4275 Cardiac arrest 0 0 120
D3481 Anoxic brain damage 0 0 70
D2859 Anemia, unspecified 0 0 130
D5859 Chronic kidney disease, unspecified 0 0 60
D79029 Other abnormal glucose 0 0 20
D73300 Osteoporosis, unspecified 0 0 20
D431 Intracerebral hemorrhage 30 0 30
D27651 Dehydration 0 0 80
D72888 Rhabdomyolysis 0 0 20
D51884 Acute and chronic respiratory failure 20 0 0
D42741 Ventricular fibrillation 0 0 20
D5849 Acute kidney failure, unspecified 0 0 180
D2869 Other and unspecified coagulation defects 0 0 30
D28860 Leukocytosis, unspecified 0 0 20
D40390 Hypertensive chronic kidney disease, unspecified, with chronic kidney disease stage I through stage IV, or unspecified 0 0 50
D40391 Hypertensive chronic kidney disease, unspecified, with chronic kidney disease stage V or end stage renal disease 0 0 20
D27801 Morbid obesity 0 0 30
D27800 Obesity, unspecified 0 0 30
D430 Subarachnoid hemorrhage 20 0 0
D2449 Unspecified acquired hypothyroidism 0 0 70
D53081 Esophageal reflux 0 0 40
D5789 Hemorrhage of gastrointestinal tract, unspecified 0 0 30
D2639 Unspecified protein-calorie malnutrition 0 0 30
D0389 Unspecified septicemia 420 0 240
D412 Old myocardial infarction 0 0 30
D03811 Methicillin susceptible Staphylococcus aureus septicemia 20 0 0
External Causes Distribution
External Cause Code Description Count
EE9320 Adrenal cortical steroids causing adverse effects in therapeutic use 20
EE8497 Accidents occurring in residential institution 200
EE8889 Unspecified fall 40
EE8495 Street and highway accidents 30
EE8788 Other specified surgical operations and procedures causing abnormal patient reaction, or later complication, without mention of misadventure at time of operation 20
EE9342 Anticoagulants causing adverse effects in therapeutic use 20
EE8490 Accident in home 170
EE8499 Accidents occurring in unspecified place 50
EE8798 Other specified procedures as the cause of abnormal reaction of patient, or of later complication, without mention of misadventure at time of procedure 40
EE8498 Accidents occurring in other specified places 20