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)

670

Sex Count
Male 370
Female 300
In hospital
Mortality

46.27 %

Length of Stay Distribution
Mean LOS: 14.4 days FQ: 8 days Median: 13 days TQ: 18 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: 0.08 days FQ: 0 days Median: 0 days TQ: 0 days

Variation by ΔT for

Source Distribution
Source Count
Routine, birth, etc 110
Another hospital 120
Another health facility including LTC 100
Unknown 120
Court/Law enforcement 100
Emergency department 110
Disposition Distribution
Disposition Count
Routine 70
Transfer to short-term hospital 30
Died in hospital 310
Transfer other SNF, ICF, etc. 190
Home Health Care 40
Payer Distribution
Payer Count
Medicare 70
Medicaid 80
Private insurance 90
Self-pay 100
Other payer 110
Unknown payer 100
No charge 80
Race Distribution
Race Count
White 100
Black 80
Hispanic 100
Asian or Pacific Islander 90
Native American 90
Other 110
Race missing, unknown 80
State variation
S1 S2
Count 340 320
Sex : Male 52.9% 56.3%
Sex : Female 47.1% 40.6%
Source : Routine, birth, etc 14.7% 18.8%
Source : Another hospital 14.7% 18.8%
Source : Another health facility including LTC 17.6% 12.5%
Source : Emergency department 17.6% 15.6%
Source : Unknown 17.6% 15.6%
Source : Court/Law enforcement 14.7% 15.6%
Disposition : Routine 8.8% 9.4%
Disposition : Home Health Care 5.9% 6.3%
Disposition : Died in hospital 47.1% 46.9%
Disposition : Transfer other SNF, ICF, etc. 29.4% 28.1%
Payer : Medicare 11.8% 9.4%
Payer : Medicaid 8.8% 15.6%
Payer : Private insurance 11.8% 12.5%
Payer : Self-pay 17.6% 12.5%
Payer : Other payer 17.6% 12.5%
Payer : Unknown payer 11.8% 18.8%
Payer : No charge 11.8% 9.4%
Race : White 14.7% 12.5%
Race : Black 11.8% 12.5%
Race : Hispanic 14.7% 12.5%
Race : Asian or Pacific Islander 11.8% 12.5%
Race : Native American 11.8% 12.5%
Race : Other 14.7% 15.6%
Race : Race missing, unknown 11.8% 9.4%
Disposition : Transfer to short-term hospital 5.9% 0%
Yearly variation
2006 2008 2009 2010 2011
Count 110 120 110 110 110
Sex : Male 45.5% 50.0% 54.5% 54.5% 54.5%
Sex : Female 45.5% 41.7% 36.4% 45.5% 36.4%
Source : Routine, birth, etc 18.2% 16.7% 0% 0% 0%
Source : Another hospital 18.2% 16.7% 0% 18.2% 0%
Source : Another health facility including LTC 18.2% 0% 0% 18.2% 0%
Disposition : Died in hospital 63.6% 41.7% 45.5% 36.4% 36.4%
Disposition : Transfer other SNF, ICF, etc. 18.2% 25.0% 27.3% 36.4% 27.3%
Race : Black 18.2% 0% 0% 0% 0%
Race : Hispanic 18.2% 0% 0% 0% 0%
Source : Unknown 0% 16.7% 18.2% 0% 0%
Payer : Unknown payer 0% 16.7% 0% 0% 0%
Race : White 0% 16.7% 0% 0% 0%
Race : Native American 0% 16.7% 0% 0% 0%
Source : Court/Law enforcement 0% 0% 18.2% 0% 0%
Payer : Private insurance 0% 0% 18.2% 0% 0%
Payer : Other payer 0% 0% 18.2% 0% 0%
Source : Emergency department 0% 0% 0% 0% 18.2%
Payer : Self-pay 0% 0% 0% 0% 18.2%
Race : Other 0% 0% 0% 0% 18.2%
Age Distribution
Age Count
80 - 99 280
40 - 59 100
60 - 79 240
20 - 39 20
Mean age First quartile Median Third quartile
74.35 years 64 years 77 years 88 years
65 >= Age > 45 85 >= Age > 65 Age > 85
Count 140 270 200
Sex : Male 71.4% 55.6% 45.0%
Sex : Female 28.6% 44.4% 50.0%
Source : Routine, birth, etc 14.3% 14.8% 20.0%
Source : Another hospital 21.4% 18.5% 15.0%
Source : Another health facility including LTC 14.3% 14.8% 15.0%
Source : Emergency department 14.3% 14.8% 15.0%
Source : Unknown 14.3% 14.8% 20.0%
Source : Court/Law enforcement 14.3% 14.8% 10.0%
Disposition : Died in hospital 42.9% 44.4% 55.0%
Disposition : Transfer other SNF, ICF, etc. 21.4% 33.3% 30.0%
Payer : Medicare 0% 11.1% 10.0%
Payer : Medicaid 14.3% 11.1% 10.0%
Payer : Private insurance 0% 11.1% 15.0%
Payer : Self-pay 14.3% 14.8% 15.0%
Payer : Other payer 14.3% 18.5% 15.0%
Payer : Unknown payer 14.3% 14.8% 10.0%
Payer : No charge 0% 11.1% 15.0%
Race : White 14.3% 14.8% 15.0%
Race : Black 14.3% 7.4% 15.0%
Race : Hispanic 14.3% 11.1% 15.0%
Race : Asian or Pacific Islander 14.3% 11.1% 10.0%
Race : Native American 0% 14.8% 10.0%
Race : Other 0% 14.8% 15.0%
Race : Race missing, unknown 0% 14.8% 10.0%
Disposition : Routine 21.4% 7.4% 0%
Procedure Distribution
Procedure Code Description Count
P0331 Spinal tap 20
P9604 Insertion of endotracheal tube 670
P4311 Percutaneous [endoscopic] gastrostomy [PEG] 30
P3891 Arterial catheterization 30
P9904 Transfusion of packed cells 170
P9915 Parenteral infusion of concentrated nutritional substances 20
P966 Enteral infusion of concentrated nutritional substances 20
P3895 Venous catheterization for renal dialysis 40
P8872 Diagnostic ultrasound of heart 30
P3324 Closed [endoscopic] biopsy of bronchus 70
P3893 Venous catheterization, not elsewhere classified 320
P3893_2 Venous catheterization, not elsewhere classified 2nd 40
P9960 Cardiopulmonary resuscitation, not otherwise specified 30
P9905 Transfusion of platelets 30
P9390 Non-invasive mechanical ventilation 30
P3995 Hemodialysis 50
P9907 Transfusion of other serum 30
P9672 Continuous invasive mechanical ventilation for 96 consecutive hours or more 670
P9604_2 Insertion of endotracheal tube 2nd 20
DRG Distribution
DRG Code Description Count
DG575 DRG V24 : SEPTICEMIA W MV 96+ HOURS AGE >17 670
Diagnosis Distribution
Diagnosis Code Description Primary POA All
D496 Chronic airway obstruction, not elsewhere classified 0 0 20
D25000 Diabetes mellitus without mention of complication, type II or unspecified type, not stated as uncontrolled 0 0 30
D78552 Septic shock 0 0 110
D4280 Congestive heart failure, unspecified 0 0 60
D5990 Urinary tract infection, site not specified 0 0 40
D5845 Acute kidney failure with lesion of tubular necrosis 0 0 20
D5849 Acute kidney failure, unspecified 0 0 80
D2875 Thrombocytopenia, unspecified 0 0 30
D2859 Anemia, unspecified 0 0 40
DV667 Encounter for palliative care 0 0 20
D2761 Hyposmolality and/or hyponatremia 0 0 30
D03842 Septicemia due to escherichia coli [E. coli] 30 0 0
D99592 Severe sepsis 0 0 170
D99591 Sepsis 0 0 20
D51881 Acute respiratory failure 0 0 190
D42731 Atrial fibrillation 0 0 40
D486 Pneumonia, organism unspecified 0 0 60
D2762 Acidosis 0 0 40
D2760 Hyperosmolality and/or hypernatremia 0 0 30
D5070 Pneumonitis due to inhalation of food or vomitus 0 0 40
D2724 Other and unspecified hyperlipidemia 0 0 20
D41401 Coronary atherosclerosis of native coronary artery 0 0 20
D2768 Hypopotassemia 0 0 30
D4019 Unspecified essential hypertension 0 0 50
D5859 Chronic kidney disease, unspecified 0 0 20
D27651 Dehydration 0 0 30
D0382 Pneumococcal septicemia [Streptococcus pneumoniae septicemia] 20 0 0
D0380 Streptococcal septicemia 40 0 0
D2639 Unspecified protein-calorie malnutrition 0 0 20
D0389 Unspecified septicemia 440 0 120
D03811 Methicillin susceptible Staphylococcus aureus septicemia 30 0 0
External Causes Distribution
External Cause Code Description Count
EE8497 Accidents occurring in residential institution 80
EE8490 Accident in home 20