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)

2,240

Sex Count
Male 1190
Female 1040
In hospital
Mortality

37.05 %

Length of Stay Distribution
Mean LOS: 6.49 days FQ: 2 days Median: 5 days TQ: 9 days
Aggregation Policy
Minimum count20
Multiple10
Min hospitals2
Min subset100

Temporal Distribution : Insertion of endotracheal tube ( P9604 ) followed by Discharge, Transferred or Died ( N1_x )

Mean ΔT: 5.33 days FQ: 2 days Median: 4 days TQ: 8 days

Variation by ΔT for

Source Distribution
Source Count
Routine, birth, etc 370
Another hospital 360
Another health facility including LTC 380
Emergency department 350
Unknown 370
Court/Law enforcement 400
Disposition Distribution
Disposition Count
Routine 620
Transfer to short-term hospital 160
Home Health Care 210
Died in hospital 830
Transfer other SNF, ICF, etc. 370
Payer Distribution
Payer Count
Medicare 340
Medicaid 290
Private insurance 310
Self-pay 310
Other payer 320
Unknown payer 340
No charge 310
Race Distribution
Race Count
White 310
Black 290
Hispanic 350
Asian or Pacific Islander 320
Native American 290
Other 330
Race missing, unknown 330
State variation
S1 S2
Count 1120 1120
Sex : Male 53.6% 52.7%
Sex : Female 46.4% 46.4%
Source : Routine, birth, etc 16.1% 16.1%
Source : Another hospital 17.0% 14.3%
Source : Another health facility including LTC 16.1% 17.0%
Source : Emergency department 14.3% 17.0%
Source : Unknown 17.0% 16.1%
Source : Court/Law enforcement 18.8% 17.0%
Disposition : Routine 27.7% 26.8%
Disposition : Transfer to short-term hospital 7.1% 7.1%
Disposition : Home Health Care 8.9% 9.8%
Disposition : Died in hospital 36.6% 36.6%
Disposition : Transfer other SNF, ICF, etc. 16.1% 17.0%
Payer : Medicare 16.1% 14.3%
Payer : Medicaid 12.5% 12.5%
Payer : Private insurance 12.5% 14.3%
Payer : Self-pay 14.3% 12.5%
Payer : Other payer 13.4% 15.2%
Payer : Unknown payer 14.3% 15.2%
Payer : No charge 14.3% 13.4%
Race : White 14.3% 13.4%
Race : Black 11.6% 13.4%
Race : Hispanic 15.2% 15.2%
Race : Asian or Pacific Islander 13.4% 14.3%
Race : Native American 12.5% 12.5%
Race : Other 15.2% 13.4%
Race : Race missing, unknown 15.2% 13.4%
Yearly variation
2006 2007 2008 2009 2010 2011
Count 560 440 390 310 260 260
Sex : Male 51.8% 50.0% 56.4% 51.6% 53.8% 53.8%
Sex : Female 46.4% 50.0% 43.6% 45.2% 42.3% 42.3%
Source : Routine, birth, etc 14.3% 20.5% 15.4% 12.9% 15.4% 15.4%
Source : Another hospital 16.1% 15.9% 15.4% 19.4% 11.5% 11.5%
Source : Another health facility including LTC 17.9% 15.9% 15.4% 16.1% 19.2% 15.4%
Source : Emergency department 17.9% 13.6% 12.8% 12.9% 15.4% 15.4%
Source : Unknown 17.9% 13.6% 17.9% 12.9% 15.4% 15.4%
Source : Court/Law enforcement 14.3% 15.9% 17.9% 19.4% 15.4% 19.2%
Disposition : Routine 23.2% 27.3% 25.6% 25.8% 30.8% 30.8%
Disposition : Transfer to short-term hospital 5.4% 4.5% 7.7% 0% 0% 7.7%
Disposition : Died in hospital 37.5% 38.6% 35.9% 41.9% 30.8% 30.8%
Disposition : Transfer other SNF, ICF, etc. 23.2% 13.6% 12.8% 12.9% 15.4% 15.4%
Disposition : Home Health Care 7.1% 9.1% 7.7% 9.7% 7.7% 7.7%
Payer : Medicare 14.3% 15.9% 12.8% 12.9% 15.4% 15.4%
Payer : Medicaid 14.3% 13.6% 10.3% 12.9% 11.5% 7.7%
Payer : Private insurance 14.3% 11.4% 10.3% 12.9% 11.5% 15.4%
Payer : Self-pay 12.5% 13.6% 12.8% 12.9% 11.5% 11.5%
Payer : Other payer 12.5% 13.6% 12.8% 12.9% 15.4% 11.5%
Payer : Unknown payer 14.3% 13.6% 17.9% 12.9% 11.5% 15.4%
Payer : No charge 14.3% 13.6% 12.8% 16.1% 11.5% 11.5%
Race : White 14.3% 13.6% 10.3% 12.9% 11.5% 15.4%
Race : Black 10.7% 13.6% 12.8% 9.7% 11.5% 11.5%
Race : Hispanic 16.1% 15.9% 15.4% 16.1% 11.5% 11.5%
Race : Asian or Pacific Islander 14.3% 11.4% 12.8% 16.1% 15.4% 15.4%
Race : Native American 12.5% 11.4% 12.8% 9.7% 15.4% 11.5%
Race : Other 14.3% 13.6% 15.4% 12.9% 15.4% 11.5%
Race : Race missing, unknown 14.3% 15.9% 15.4% 12.9% 11.5% 11.5%
Age Distribution
Age Count
20 - 39 100
40 - 59 300
60 - 79 920
80 - 99 890
Mean age First quartile Median Third quartile
73.35 years 64 years 76 years 86 years
45 >= Age > 20 65 >= Age > 45 85 >= Age > 65 Age > 85
Count 150 470 1020 590
Sex : Male 66.7% 57.4% 52.0% 45.8%
Sex : Female 26.7% 40.4% 47.1% 54.2%
Source : Routine, birth, etc 13.3% 12.8% 17.6% 15.3%
Source : Another hospital 13.3% 14.9% 16.7% 15.3%
Source : Another health facility including LTC 13.3% 17.0% 15.7% 16.9%
Source : Emergency department 13.3% 17.0% 13.7% 15.3%
Source : Unknown 13.3% 19.1% 16.7% 13.6%
Source : Court/Law enforcement 13.3% 17.0% 16.7% 20.3%
Disposition : Routine 60.0% 42.6% 25.5% 10.2%
Disposition : Transfer to short-term hospital 0% 6.4% 7.8% 5.1%
Disposition : Died in hospital 20.0% 31.9% 35.3% 47.5%
Disposition : Transfer other SNF, ICF, etc. 0% 8.5% 16.7% 23.7%
Disposition : Home Health Care 0% 4.3% 11.8% 10.2%
Payer : Medicare 0% 12.8% 17.6% 11.9%
Payer : Medicaid 13.3% 12.8% 11.8% 13.6%
Payer : Private insurance 13.3% 10.6% 14.7% 11.9%
Payer : Other payer 0% 12.8% 13.7% 16.9%
Payer : Unknown payer 0% 17.0% 13.7% 15.3%
Payer : No charge 13.3% 12.8% 13.7% 13.6%
Payer : Self-pay 13.3% 17.0% 11.8% 13.6%
Race : White 13.3% 12.8% 12.7% 15.3%
Race : Black 13.3% 10.6% 12.7% 13.6%
Race : Hispanic 13.3% 17.0% 15.7% 13.6%
Race : Asian or Pacific Islander 0% 14.9% 13.7% 13.6%
Race : Native American 0% 12.8% 12.7% 13.6%
Race : Other 0% 12.8% 15.7% 13.6%
Race : Race missing, unknown 13.3% 12.8% 14.7% 13.6%
Procedure Distribution
Procedure Code Description Count
P3891 Arterial catheterization 110
P8856 Coronary arteriography using two catheters 30
P8703 Computerized axial tomography of head 40
P3322 Fiber-optic bronchoscopy 30
P9962 Other electric countershock of heart 20
P9955 Prophylactic administration of vaccine against other diseases 20
P4311 Percutaneous [endoscopic] gastrostomy [PEG] 30
P3893_2 Venous catheterization, not elsewhere classified 2nd 20
P9604 Insertion of endotracheal tube 2240
P0017 Infusion of vasopressor agent 20
P966 Enteral infusion of concentrated nutritional substances 20
P8872 Diagnostic ultrasound of heart 90
P9960 Cardiopulmonary resuscitation, not otherwise specified 240
P5794 Insertion of indwelling urinary catheter 40
P0331 Spinal tap 30
P8853 Angiocardiography of left heart structures 20
P9904 Transfusion of packed cells 200
P4513 Other endoscopy of small intestine 20
P3893 Venous catheterization, not elsewhere classified 540
P3404 Insertion of intercostal catheter for drainage 60
P9905 Transfusion of platelets 20
P9671_2 Continuous invasive mechanical ventilation for less than 96 consecutive hours 2nd 20
P3995 Hemodialysis 60
P3491 Thoracentesis 40
P3895 Venous catheterization for renal dialysis 30
P9915 Parenteral infusion of concentrated nutritional substances 20
P9396 Other oxygen enrichment 80
P8741 Computerized axial tomography of thorax 30
P9607 Insertion of other (naso-)gastric tube 30
P9656 Other lavage of bronchus and trachea 20
P3324 Closed [endoscopic] biopsy of bronchus 120
P3722 Left heart cardiac catheterization 20
P9671 Continuous invasive mechanical ventilation for less than 96 consecutive hours 2130
P9390 Non-invasive mechanical ventilation 220
P9907 Transfusion of other serum 60
P9604_2 Insertion of endotracheal tube 2nd 40
DRG Distribution
DRG Code Description Count
DG566 DRG V24 : RESPIRATORY SYSTEM DIAGNOSIS WITH VENTILATOR SUPPORT <96 HOURS 2240
Diagnosis Distribution
Diagnosis Code Description Primary POA All
D32723 Obstructive sleep apnea (adult)(pediatric) 0 0 30
D25000 Diabetes mellitus without mention of complication, type II or unspecified type, not stated as uncontrolled 0 0 180
D78552 Septic shock 0 0 40
D78551 Cardiogenic shock 0 0 30
D5856 End stage renal disease 0 0 20
D5859 Chronic kidney disease, unspecified 0 0 60
D4280 Congestive heart failure, unspecified 0 0 330
D99592 Severe sepsis 0 0 60
D2859 Anemia, unspecified 0 0 130
D49391 Asthma, unspecified type, with status asthmaticus 0 0 20
D2720 Pure hypercholesterolemia 0 0 30
DV5866 Long-term (current) use of aspirin 0 0 20
DV4581 Aortocoronary bypass status 0 0 50
D2724 Other and unspecified hyperlipidemia 0 0 140
D78720 Dysphagia, unspecified 0 0 20
D5180 Pulmonary collapse 0 0 40
DV1581 Personal history of noncompliance with medical treatment, presenting hazards to health 0 0 30
D60000 Hypertrophy (benign) of prostate without urinary obstruction and other lower urinary tract symptom (LUTS) 0 0 20
D49390 Asthma, unspecified type, unspecified 0 0 20
D78001 Coma 0 0 30
D78009 Other alteration of consciousness 0 0 20
D2639 Unspecified protein-calorie malnutrition 0 0 40
D42731 Atrial fibrillation 0 0 180
D5119 Unspecified pleural effusion 0 0 40
D71590 Osteoarthrosis, unspecified whether generalized or localized, site unspecified 0 0 40
DV4987 Physical restraints status 0 0 20
D41519 Other pulmonary embolism and infarction 40 0 20
D49322 Chronic obstructive asthma with (acute) exacerbation 20 0 40
DV667 Encounter for palliative care 0 0 50
D78039 Other convulsions 0 0 40
D49121 Obstructive chronic bronchitis with (acute) exacerbation 80 0 210
D1629 Malignant neoplasm of bronchus and lung, unspecified 0 0 30
D4589 Hypotension, unspecified 0 0 80
DV462 Other dependence on machines, supplemental oxygen 0 0 50
D5070 Pneumonitis due to inhalation of food or vomitus 130 0 130
D7906 Other abnormal blood chemistry 0 0 20
D4275 Cardiac arrest 0 0 90
D4271 Paroxysmal ventricular tachycardia 0 0 20
D79029 Other abnormal glucose 0 0 40
D30500 Alcohol abuse, unspecified 0 0 30
D27801 Morbid obesity 0 0 40
D27800 Obesity, unspecified 0 0 50
D5939 Unspecified disorder of kidney and ureter 0 0 30
D4928 Other emphysema 0 0 20
D515 Postinflammatory pulmonary fibrosis 0 0 20
D42789 Other specified cardiac dysrhythmias 0 0 70
D496 Chronic airway obstruction, not elsewhere classified 0 0 100
D4168 Other chronic pulmonary heart diseases 0 0 30
D4241 Aortic valve disorders 0 0 20
D4240 Mitral valve disorders 0 0 20
D41071 Subendocardial infarction, initial episode of care 0 0 60
D4254 Other primary cardiomyopathies 0 0 60
D2767 Hyperpotassemia 0 0 60
D486 Pneumonia, organism unspecified 200 0 290
D2762 Acidosis 0 0 150
D2760 Hyperosmolality and/or hypernatremia 0 0 20
D2761 Hyposmolality and/or hyponatremia 0 0 90
D2948 Other persistent mental disorders due to conditions classified elsewhere 0 0 50
D2768 Hypopotassemia 0 0 100
D28860 Leukocytosis, unspecified 0 0 30
D4019 Unspecified essential hypertension 0 0 390
D5990 Urinary tract infection, site not specified 0 0 90
D3481 Anoxic brain damage 0 0 60
D29410 Dementia in conditions classified elsewhere without behavioral disturbance 0 0 30
D27651 Dehydration 0 0 60
D40390 Hypertensive chronic kidney disease, unspecified, with chronic kidney disease stage I through stage IV, or unspecified 0 0 70
D40391 Hypertensive chronic kidney disease, unspecified, with chronic kidney disease stage V or end stage renal disease 0 0 30
D5789 Hemorrhage of gastrointestinal tract, unspecified 0 0 20
D7850 Tachycardia, unspecified 0 0 20
D4148 Other specified forms of chronic ischemic heart disease 0 0 30
D2752 Disorders of magnesium metabolism 0 0 20
D4439 Peripheral vascular disease, unspecified 0 0 20
D311 Depressive disorder, not elsewhere classified 0 0 40
D5849 Acute kidney failure, unspecified 0 0 140
D2875 Thrombocytopenia, unspecified 0 0 40
D2449 Unspecified acquired hypothyroidism 0 0 80
D30000 Anxiety state, unspecified 0 0 30
DV5861 Long-term (current) use of anticoagulants 0 0 40
D99591 Sepsis 0 0 30
DV5865 Long-term (current) use of steroids 0 0 20
D4263 Other left bundle branch block 0 0 20
DV5867 Long-term (current) use of insulin 0 0 30
DV1259 Personal history of other diseases of circulatory system 0 0 20
D51881 Acute respiratory failure 1340 0 890
D73300 Osteoporosis, unspecified 0 0 30
D51884 Acute and chronic respiratory failure 110 0 60
D3051 Tobacco use disorder 0 0 180
D53081 Esophageal reflux 0 0 50
D79902 Hypoxemia 0 0 50
D41401 Coronary atherosclerosis of native coronary artery 0 0 120
D41400 Coronary atherosclerosis of unspecified type of vessel, native or graft 0 0 30
DV4501 Cardiac pacemaker in situ 0 0 30
DV1582 Personal history of tobacco use 0 0 160
D0389 Unspecified septicemia 0 0 90
D412 Old myocardial infarction 0 0 50
External Causes Distribution
External Cause Code Description Count
EE9320 Adrenal cortical steroids causing adverse effects in therapeutic use 80
EE8889 Unspecified fall 20
EE8497 Accidents occurring in residential institution 160
EE9289 Unspecified accident 20
EE8490 Accident in home 150
EE8798 Other specified procedures as the cause of abnormal reaction of patient, or of later complication, without mention of misadventure at time of procedure 20
EE8498 Accidents occurring in other specified places 30
EE8495 Street and highway accidents 20
EE8499 Accidents occurring in unspecified place 70