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)

1,050

Sex Count
Male 550
Female 490
In hospital
Mortality

40.0 %

Length of Stay Distribution
Mean LOS: 14.2 days FQ: 9 days Median: 12 days TQ: 17 days
Aggregation Policy
Minimum count20
Multiple10
Min hospitals2
Min subset100

Temporal Distribution : Insertion of endotracheal tube ( P9604 ) followed by Continuous invasive mechanical ventilation for 96 consecutive hours or more ( P9672 )

Mean ΔT: 0.1 days FQ: 0 days Median: 0 days TQ: 0 days

Variation by ΔT for

Source Distribution
Source Count
Routine, birth, etc 170
Another hospital 170
Another health facility including LTC 190
Emergency department 180
Unknown 150
Court/Law enforcement 160
Disposition Distribution
Disposition Count
Routine 190
Transfer to short-term hospital 50
Home Health Care 90
Died in hospital 420
Transfer other SNF, ICF, etc. 250
Payer Distribution
Payer Count
Medicare 150
Medicaid 140
Private insurance 140
Self-pay 160
Other payer 130
Unknown payer 150
No charge 140
Race Distribution
Race Count
White 150
Black 130
Hispanic 140
Asian or Pacific Islander 140
Native American 170
Other 150
Race missing, unknown 130
State variation
S1 S2
Count 540 500
Sex : Male 51.9% 54.0%
Sex : Female 48.1% 46.0%
Source : Routine, birth, etc 14.8% 16.0%
Source : Another hospital 14.8% 18.0%
Source : Another health facility including LTC 16.7% 18.0%
Source : Emergency department 20.4% 14.0%
Source : Unknown 14.8% 14.0%
Source : Court/Law enforcement 13.0% 16.0%
Disposition : Routine 18.5% 18.0%
Disposition : Home Health Care 7.4% 10.0%
Disposition : Died in hospital 40.7% 40.0%
Disposition : Transfer other SNF, ICF, etc. 24.1% 24.0%
Payer : Medicare 13.0% 14.0%
Payer : Medicaid 11.1% 16.0%
Payer : Private insurance 13.0% 14.0%
Payer : Self-pay 14.8% 14.0%
Payer : Other payer 14.8% 10.0%
Payer : Unknown payer 14.8% 12.0%
Payer : No charge 14.8% 12.0%
Race : White 14.8% 14.0%
Race : Black 11.1% 14.0%
Race : Hispanic 13.0% 14.0%
Race : Asian or Pacific Islander 13.0% 14.0%
Race : Native American 16.7% 16.0%
Race : Other 14.8% 14.0%
Race : Race missing, unknown 11.1% 12.0%
Disposition : Transfer to short-term hospital 5.6% 0%
Yearly variation
2006 2007 2008 2009 2010 2011
Count 300 200 160 150 110 120
Sex : Male 46.7% 50.0% 50.0% 46.7% 54.5% 66.7%
Sex : Female 50.0% 50.0% 50.0% 46.7% 36.4% 25.0%
Source : Routine, birth, etc 13.3% 15.0% 12.5% 13.3% 0% 0%
Source : Another hospital 16.7% 10.0% 12.5% 13.3% 18.2% 0%
Source : Another health facility including LTC 16.7% 15.0% 18.8% 13.3% 0% 16.7%
Source : Emergency department 16.7% 15.0% 18.8% 13.3% 18.2% 0%
Source : Unknown 13.3% 15.0% 0% 0% 0% 16.7%
Source : Court/Law enforcement 13.3% 15.0% 12.5% 13.3% 0% 16.7%
Disposition : Routine 16.7% 10.0% 12.5% 20.0% 18.2% 16.7%
Disposition : Died in hospital 40.0% 50.0% 37.5% 33.3% 36.4% 33.3%
Disposition : Transfer other SNF, ICF, etc. 26.7% 20.0% 25.0% 20.0% 18.2% 16.7%
Disposition : Home Health Care 6.7% 0% 12.5% 0% 0% 0%
Payer : Medicare 10.0% 15.0% 0% 13.3% 0% 16.7%
Payer : Medicaid 13.3% 10.0% 12.5% 13.3% 0% 0%
Payer : Private insurance 13.3% 10.0% 12.5% 13.3% 0% 0%
Payer : Other payer 13.3% 10.0% 0% 13.3% 0% 0%
Payer : Unknown payer 10.0% 15.0% 12.5% 0% 0% 0%
Payer : No charge 13.3% 10.0% 12.5% 0% 0% 16.7%
Payer : Self-pay 13.3% 10.0% 0% 13.3% 0% 16.7%
Race : White 13.3% 15.0% 12.5% 13.3% 0% 0%
Race : Black 13.3% 10.0% 0% 13.3% 0% 0%
Race : Hispanic 10.0% 10.0% 12.5% 13.3% 18.2% 0%
Race : Asian or Pacific Islander 13.3% 10.0% 12.5% 0% 0% 0%
Race : Native American 16.7% 15.0% 12.5% 20.0% 0% 16.7%
Race : Other 13.3% 15.0% 12.5% 0% 0% 0%
Race : Race missing, unknown 10.0% 15.0% 12.5% 0% 0% 0%
Age Distribution
Age Count
20 - 39 30
40 - 59 160
60 - 79 420
80 - 99 410
Mean age First quartile Median Third quartile
73.26 years 63 years 75 years 85 years
65 >= Age > 45 85 >= Age > 65 Age > 85
Count 240 490 250
Sex : Male 62.5% 49.0% 48.0%
Sex : Female 37.5% 49.0% 52.0%
Source : Routine, birth, etc 12.5% 16.3% 16.0%
Source : Another hospital 16.7% 16.3% 16.0%
Source : Another health facility including LTC 20.8% 16.3% 20.0%
Source : Emergency department 12.5% 20.4% 12.0%
Source : Unknown 12.5% 14.3% 12.0%
Source : Court/Law enforcement 16.7% 14.3% 12.0%
Disposition : Routine 33.3% 12.2% 8.0%
Disposition : Transfer to short-term hospital 0% 4.1% 0%
Disposition : Home Health Care 0% 10.2% 0%
Disposition : Died in hospital 33.3% 40.8% 48.0%
Disposition : Transfer other SNF, ICF, etc. 12.5% 24.5% 32.0%
Payer : Medicaid 12.5% 14.3% 12.0%
Payer : Private insurance 12.5% 14.3% 12.0%
Payer : Self-pay 16.7% 14.3% 12.0%
Payer : Other payer 12.5% 12.2% 8.0%
Payer : Unknown payer 12.5% 14.3% 12.0%
Payer : No charge 12.5% 14.3% 16.0%
Payer : Medicare 12.5% 10.2% 16.0%
Race : White 12.5% 12.2% 16.0%
Race : Black 8.3% 12.2% 12.0%
Race : Hispanic 12.5% 14.3% 8.0%
Race : Asian or Pacific Islander 16.7% 12.2% 12.0%
Race : Native American 20.8% 14.3% 12.0%
Race : Other 12.5% 14.3% 12.0%
Race : Race missing, unknown 8.3% 12.2% 16.0%
Procedure Distribution
Procedure Code Description Count
P3891 Arterial catheterization 40
P3322 Fiber-optic bronchoscopy 30
P4311 Percutaneous [endoscopic] gastrostomy [PEG] 20
P3893_2 Venous catheterization, not elsewhere classified 2nd 20
P9604 Insertion of endotracheal tube 1050
P9915 Parenteral infusion of concentrated nutritional substances 20
P966 Enteral infusion of concentrated nutritional substances 40
P8872 Diagnostic ultrasound of heart 50
P9672 Continuous invasive mechanical ventilation for 96 consecutive hours or more 1050
P9960 Cardiopulmonary resuscitation, not otherwise specified 70
P9904 Transfusion of packed cells 160
P3893 Venous catheterization, not elsewhere classified 430
P3404 Insertion of intercostal catheter for drainage 20
P3995 Hemodialysis 40
P3491 Thoracentesis 20
P3895 Venous catheterization for renal dialysis 20
P9396 Other oxygen enrichment 30
P9656 Other lavage of bronchus and trachea 20
P3324 Closed [endoscopic] biopsy of bronchus 130
P9390 Non-invasive mechanical ventilation 90
P9907 Transfusion of other serum 20
P9604_2 Insertion of endotracheal tube 2nd 40
DRG Distribution
DRG Code Description Count
DG565 DRG V24 : RESPIRATORY SYSTEM DIAGNOSIS WITH VENTILATOR SUPPORT 96+ HOURS 1050
Diagnosis Distribution
Diagnosis Code Description Primary POA All
D496 Chronic airway obstruction, not elsewhere classified 0 0 50
D25000 Diabetes mellitus without mention of complication, type II or unspecified type, not stated as uncontrolled 0 0 90
D42789 Other specified cardiac dysrhythmias 0 0 40
D78552 Septic shock 0 0 20
D5845 Acute kidney failure with lesion of tubular necrosis 0 0 30
D3051 Tobacco use disorder 0 0 70
D311 Depressive disorder, not elsewhere classified 0 0 20
D2761 Hyposmolality and/or hyponatremia 0 0 30
D4280 Congestive heart failure, unspecified 0 0 140
D5849 Acute kidney failure, unspecified 0 0 60
D2875 Thrombocytopenia, unspecified 0 0 30
D41071 Subendocardial infarction, initial episode of care 0 0 20
D2449 Unspecified acquired hypothyroidism 0 0 30
D27800 Obesity, unspecified 0 0 20
DV667 Encounter for palliative care 0 0 30
D5180 Pulmonary collapse 0 0 20
D49121 Obstructive chronic bronchitis with (acute) exacerbation 40 0 90
D42731 Atrial fibrillation 0 0 90
D99592 Severe sepsis 0 0 50
D4589 Hypotension, unspecified 0 0 30
D51881 Acute respiratory failure 540 0 360
D4271 Paroxysmal ventricular tachycardia 0 0 20
D51884 Acute and chronic respiratory failure 70 0 30
DV462 Other dependence on machines, supplemental oxygen 0 0 20
D4254 Other primary cardiomyopathies 0 0 20
D2767 Hyperpotassemia 0 0 20
D486 Pneumonia, organism unspecified 100 0 150
D2762 Acidosis 0 0 50
D2760 Hyperosmolality and/or hypernatremia 0 0 30
D5070 Pneumonitis due to inhalation of food or vomitus 90 0 90
D79902 Hypoxemia 0 0 30
D2768 Hypopotassemia 0 0 40
D41401 Coronary atherosclerosis of native coronary artery 0 0 50
D41400 Coronary atherosclerosis of unspecified type of vessel, native or graft 0 0 20
DV1582 Personal history of tobacco use 0 0 60
D2724 Other and unspecified hyperlipidemia 0 0 60
D4019 Unspecified essential hypertension 0 0 170
D5990 Urinary tract infection, site not specified 0 0 50
D4275 Cardiac arrest 0 0 30
D3481 Anoxic brain damage 0 0 20
D2859 Anemia, unspecified 0 0 80
D5859 Chronic kidney disease, unspecified 0 0 20
D48241 Methicillin susceptible pneumonia due to Staphylococcus aureus 0 0 20
D78001 Coma 0 0 20
D27651 Dehydration 0 0 40
DV090 Infection with microorganisms resistant to penicillins 0 0 20
D40390 Hypertensive chronic kidney disease, unspecified, with chronic kidney disease stage I through stage IV, or unspecified 0 0 30
D27801 Morbid obesity 0 0 30
D70703 Pressure ulcer, lower back 0 0 20
D53081 Esophageal reflux 0 0 30
D2639 Unspecified protein-calorie malnutrition 0 0 20
D0389 Unspecified septicemia 0 0 60
D412 Old myocardial infarction 0 0 20
D515 Postinflammatory pulmonary fibrosis 0 0 20
External Causes Distribution
External Cause Code Description Count
EE9320 Adrenal cortical steroids causing adverse effects in therapeutic use 50
EE8497 Accidents occurring in residential institution 100
EE8490 Accident in home 60
EE8499 Accidents occurring in unspecified place 30