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)

800

Sex Count
Male 450
Female 350
In hospital
Mortality

47.5 %

Length of Stay Distribution
Mean LOS: 15.03 days FQ: 9 days Median: 13 days TQ: 19 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: 13.31 days FQ: 8 days Median: 12 days TQ: 17 days

Variation by ΔT for

Source Distribution
Source Count
Routine, birth, etc 130
Another hospital 150
Another health facility including LTC 130
Unknown 130
Court/Law enforcement 120
Emergency department 120
Disposition Distribution
Disposition Count
Routine 80
Transfer to short-term hospital 30
Died in hospital 380
Transfer other SNF, ICF, etc. 230
Home Health Care 50
Payer Distribution
Payer Count
Medicare 100
Medicaid 110
Private insurance 110
Self-pay 120
Other payer 120
Unknown payer 120
No charge 100
Race Distribution
Race Count
White 120
Black 100
Hispanic 120
Asian or Pacific Islander 110
Native American 100
Other 130
Race missing, unknown 90
State variation
S1 S2
Count 420 380
Sex : Male 54.8% 57.9%
Sex : Female 42.9% 42.1%
Source : Routine, birth, etc 14.3% 18.4%
Source : Another hospital 16.7% 18.4%
Source : Another health facility including LTC 19.0% 13.2%
Source : Emergency department 14.3% 15.8%
Source : Unknown 16.7% 13.2%
Source : Court/Law enforcement 14.3% 15.8%
Disposition : Routine 9.5% 10.5%
Disposition : Home Health Care 4.8% 7.9%
Disposition : Died in hospital 45.2% 47.4%
Disposition : Transfer other SNF, ICF, etc. 28.6% 26.3%
Payer : Medicare 11.9% 10.5%
Payer : Medicaid 11.9% 13.2%
Payer : Private insurance 11.9% 13.2%
Payer : Self-pay 14.3% 13.2%
Payer : Other payer 16.7% 13.2%
Payer : Unknown payer 14.3% 15.8%
Payer : No charge 11.9% 13.2%
Race : White 14.3% 13.2%
Race : Black 11.9% 10.5%
Race : Hispanic 16.7% 13.2%
Race : Asian or Pacific Islander 14.3% 13.2%
Race : Native American 11.9% 13.2%
Race : Other 14.3% 15.8%
Race : Race missing, unknown 11.9% 10.5%
Disposition : Transfer to short-term hospital 4.8% 0%
Yearly variation
2006 2007 2008 2009 2010 2011
Count 130 120 150 130 130 130
Sex : Male 46.2% 50.0% 53.3% 61.5% 53.8% 53.8%
Sex : Female 46.2% 41.7% 40.0% 38.5% 46.2% 38.5%
Source : Routine, birth, etc 15.4% 16.7% 13.3% 0% 0% 15.4%
Source : Another hospital 23.1% 0% 20.0% 0% 23.1% 0%
Source : Another health facility including LTC 15.4% 16.7% 0% 0% 15.4% 0%
Disposition : Died in hospital 53.8% 50.0% 46.7% 46.2% 38.5% 38.5%
Disposition : Transfer other SNF, ICF, etc. 23.1% 16.7% 26.7% 23.1% 30.8% 30.8%
Payer : Other payer 15.4% 16.7% 0% 15.4% 15.4% 15.4%
Payer : Unknown payer 15.4% 0% 20.0% 0% 15.4% 0%
Race : Black 15.4% 0% 0% 0% 0% 0%
Race : Hispanic 15.4% 0% 13.3% 0% 15.4% 15.4%
Race : Other 15.4% 16.7% 0% 0% 0% 15.4%
Source : Unknown 0% 16.7% 20.0% 23.1% 15.4% 0%
Payer : Medicaid 0% 16.7% 13.3% 0% 0% 0%
Source : Emergency department 0% 0% 13.3% 0% 0% 23.1%
Payer : Self-pay 0% 0% 13.3% 0% 15.4% 15.4%
Race : White 0% 0% 13.3% 0% 15.4% 0%
Race : Native American 0% 0% 13.3% 15.4% 0% 0%
Race : Race missing, unknown 0% 0% 13.3% 0% 15.4% 0%
Source : Court/Law enforcement 0% 0% 0% 23.1% 0% 15.4%
Payer : Private insurance 0% 0% 0% 23.1% 0% 0%
Race : Asian or Pacific Islander 0% 0% 0% 15.4% 15.4% 15.4%
Payer : No charge 0% 0% 0% 0% 15.4% 15.4%
Age Distribution
Age Count
80 - 99 340
40 - 59 110
60 - 79 300
20 - 39 30
Mean age First quartile Median Third quartile
74.14 years 64 years 77 years 87 years
65 >= Age > 45 85 >= Age > 65 Age > 85
Count 170 340 240
Sex : Male 64.7% 55.9% 45.8%
Sex : Female 29.4% 44.1% 50.0%
Source : Court/Law enforcement 11.8% 14.7% 12.5%
Source : Routine, birth, etc 11.8% 14.7% 16.7%
Source : Another hospital 17.6% 17.6% 16.7%
Source : Another health facility including LTC 11.8% 14.7% 16.7%
Source : Emergency department 11.8% 14.7% 12.5%
Source : Unknown 17.6% 14.7% 16.7%
Disposition : Died in hospital 41.2% 44.1% 54.2%
Disposition : Transfer other SNF, ICF, etc. 17.6% 32.4% 29.2%
Payer : Medicare 0% 11.8% 12.5%
Payer : Medicaid 11.8% 14.7% 8.3%
Payer : Private insurance 0% 11.8% 12.5%
Payer : Self-pay 11.8% 11.8% 16.7%
Payer : Other payer 11.8% 14.7% 12.5%
Payer : Unknown payer 17.6% 14.7% 8.3%
Payer : No charge 11.8% 11.8% 12.5%
Race : White 11.8% 14.7% 12.5%
Race : Black 17.6% 8.8% 12.5%
Race : Hispanic 17.6% 11.8% 16.7%
Race : Asian or Pacific Islander 11.8% 14.7% 12.5%
Race : Native American 11.8% 14.7% 8.3%
Race : Other 11.8% 14.7% 16.7%
Race : Race missing, unknown 0% 14.7% 8.3%
Disposition : Routine 17.6% 5.9% 0%
Disposition : Home Health Care 0% 5.9% 0%
Procedure Distribution
Procedure Code Description Count
P3895 Venous catheterization for renal dialysis 50
P0331 Spinal tap 20
P9604 Insertion of endotracheal tube 800
P0017 Infusion of vasopressor agent 20
P4311 Percutaneous [endoscopic] gastrostomy [PEG] 40
P9904 Transfusion of packed cells 220
P9915 Parenteral infusion of concentrated nutritional substances 30
P966 Enteral infusion of concentrated nutritional substances 30
P8872 Diagnostic ultrasound of heart 40
P3891 Arterial catheterization 50
P3324 Closed [endoscopic] biopsy of bronchus 90
P3893 Venous catheterization, not elsewhere classified 390
P3893_2 Venous catheterization, not elsewhere classified 2nd 50
P9960 Cardiopulmonary resuscitation, not otherwise specified 50
P9905 Transfusion of platelets 40
P9390 Non-invasive mechanical ventilation 50
P3995 Hemodialysis 70
P9907 Transfusion of other serum 30
P3491 Thoracentesis 20
P9672 Continuous invasive mechanical ventilation for 96 consecutive hours or more 680
P9604_2 Insertion of endotracheal tube 2nd 40
DRG Distribution
DRG Code Description Count
DG575 DRG V24 : SEPTICEMIA W MV 96+ HOURS AGE >17 800
Diagnosis Distribution
Diagnosis Code Description Primary POA All
D496 Chronic airway obstruction, not elsewhere classified 0 0 30
D25000 Diabetes mellitus without mention of complication, type II or unspecified type, not stated as uncontrolled 0 0 40
D78552 Septic shock 0 0 130
D4280 Congestive heart failure, unspecified 0 0 70
D5990 Urinary tract infection, site not specified 0 0 40
D5845 Acute kidney failure with lesion of tubular necrosis 0 0 30
D5849 Acute kidney failure, unspecified 0 0 90
D2875 Thrombocytopenia, unspecified 0 0 30
D41071 Subendocardial infarction, initial episode of care 0 0 20
D03849 Other septicemia due to gram-negative organisms 20 0 0
DV667 Encounter for palliative care 0 0 20
D2761 Hyposmolality and/or hyponatremia 0 0 40
D03842 Septicemia due to escherichia coli [E. coli] 40 0 0
D99592 Severe sepsis 0 0 200
D99591 Sepsis 0 0 30
D51881 Acute respiratory failure 0 0 230
D42731 Atrial fibrillation 0 0 50
D4254 Other primary cardiomyopathies 0 0 20
D2767 Hyperpotassemia 0 0 20
D486 Pneumonia, organism unspecified 0 0 70
D2762 Acidosis 0 0 50
D2760 Hyperosmolality and/or hypernatremia 0 0 40
D5070 Pneumonitis due to inhalation of food or vomitus 0 0 50
D2724 Other and unspecified hyperlipidemia 0 0 20
D41401 Coronary atherosclerosis of native coronary artery 0 0 20
D2768 Hypopotassemia 0 0 50
D4019 Unspecified essential hypertension 0 0 50
D5859 Chronic kidney disease, unspecified 0 0 20
D2859 Anemia, unspecified 0 0 50
D570 Acute and subacute necrosis of liver 0 0 20
D27651 Dehydration 0 0 40
D34831 Metabolic encephalopathy 0 0 20
D40390 Hypertensive chronic kidney disease, unspecified, with chronic kidney disease stage I through stage IV, or unspecified 0 0 20
D0382 Pneumococcal septicemia [Streptococcus pneumoniae septicemia] 30 0 0
D0380 Streptococcal septicemia 40 0 0
D2639 Unspecified protein-calorie malnutrition 0 0 20
D0389 Unspecified septicemia 520 0 140
D03811 Methicillin susceptible Staphylococcus aureus septicemia 50 0 0
External Causes Distribution
External Cause Code Description Count
EE8490 Accident in home 30
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
EE8497 Accidents occurring in residential institution 100