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)

470

Sex Count
Male 240
Female 230
In hospital
Mortality
Length of Stay Distribution
Mean LOS: 31.56 days FQ: 16 days Median: 25 days TQ: 38 days
Aggregation Policy
Minimum count20
Multiple10
Min hospitals2
Min subset100

Temporal Distribution : Temporary tracheostomy ( P311 ) followed by Discharged or Transferred alive ( N1_d )

Mean ΔT: 18.91 days FQ: 6 days Median: 12 days TQ: 23 days

Variation by ΔT for

Source Distribution
Source Count
Routine, birth, etc 50
Another hospital 80
Another health facility including LTC 80
Emergency department 70
Unknown 90
Court/Law enforcement 80
Disposition Distribution
Disposition Count
Routine 60
Transfer to short-term hospital 60
Home Health Care 40
Transfer other SNF, ICF, etc. 290
Payer Distribution
Payer Count
Medicare 60
Medicaid 70
Private insurance 60
Self-pay 50
Other payer 60
Unknown payer 60
No charge 80
Race Distribution
Race Count
White 50
Black 80
Hispanic 70
Asian or Pacific Islander 60
Native American 60
Other 70
Race missing, unknown 50
State variation
S1 S2
Count 230 240
Sex : Male 47.8% 50.0%
Sex : Female 47.8% 45.8%
Source : Routine, birth, etc 8.7% 12.5%
Source : Another hospital 17.4% 16.7%
Source : Another health facility including LTC 13.0% 20.8%
Source : Emergency department 17.4% 12.5%
Source : Unknown 17.4% 16.7%
Source : Court/Law enforcement 17.4% 16.7%
Disposition : Routine 8.7% 12.5%
Disposition : Transfer to short-term hospital 13.0% 12.5%
Disposition : Transfer other SNF, ICF, etc. 65.2% 54.2%
Disposition : Home Health Care 0% 8.3%
Payer : Medicare 13.0% 12.5%
Payer : Medicaid 13.0% 12.5%
Payer : Private insurance 8.7% 12.5%
Payer : Self-pay 13.0% 8.3%
Payer : Other payer 13.0% 12.5%
Payer : No charge 13.0% 20.8%
Payer : Unknown payer 13.0% 12.5%
Race : White 8.7% 8.3%
Race : Black 13.0% 16.7%
Race : Hispanic 13.0% 16.7%
Race : Asian or Pacific Islander 13.0% 12.5%
Race : Native American 13.0% 12.5%
Race : Other 17.4% 12.5%
Race : Race missing, unknown 13.0% 8.3%
Yearly variation
2006
Count 110
Sex : Male 45.5%
Sex : Female 45.5%
Source : Another health facility including LTC 18.2%
Source : Unknown 18.2%
Source : Court/Law enforcement 18.2%
Disposition : Transfer other SNF, ICF, etc. 63.6%
Payer : No charge 18.2%
Race : Native American 18.2%
Age Distribution
Age Count
20 - 39 30
40 - 59 90
60 - 79 190
80 - 99 150
Mean age First quartile Median Third quartile
69.33 years 58 years 72 years 83 years
65 >= Age > 45 85 >= Age > 65
Count 120 210
Sex : Male 58.3% 52.4%
Sex : Female 41.7% 47.6%
Source : Another hospital 16.7% 14.3%
Source : Another health facility including LTC 16.7% 19.0%
Source : Unknown 16.7% 19.0%
Disposition : Routine 16.7% 0%
Disposition : Transfer other SNF, ICF, etc. 50.0% 61.9%
Payer : Medicaid 16.7% 9.5%
Race : Black 16.7% 19.0%
Race : Asian or Pacific Islander 16.7% 9.5%
Race : Other 16.7% 14.3%
Source : Emergency department 0% 14.3%
Source : Court/Law enforcement 0% 19.0%
Disposition : Transfer to short-term hospital 0% 14.3%
Disposition : Home Health Care 0% 9.5%
Payer : Medicare 0% 14.3%
Payer : Private insurance 0% 9.5%
Payer : Self-pay 0% 9.5%
Payer : Other payer 0% 14.3%
Payer : Unknown payer 0% 9.5%
Payer : No charge 0% 19.0%
Race : Hispanic 0% 14.3%
Race : Native American 0% 9.5%
Race : Race missing, unknown 0% 9.5%
Race : White 0% 9.5%
Procedure Distribution
Procedure Code Description Count
P3322 Fiber-optic bronchoscopy 30
P4311 Percutaneous [endoscopic] gastrostomy [PEG] 160
P3893_2 Venous catheterization, not elsewhere classified 2nd 30
P9604 Insertion of endotracheal tube 240
P3323 Other bronchoscopy 20
P966 Enteral infusion of concentrated nutritional substances 20
P9672 Continuous invasive mechanical ventilation for 96 consecutive hours or more 280
P9904 Transfusion of packed cells 90
P311 Temporary tracheostomy 470
P3893 Venous catheterization, not elsewhere classified 160
P3324 Closed [endoscopic] biopsy of bronchus 30
P9671 Continuous invasive mechanical ventilation for less than 96 consecutive hours 30
P9604_2 Insertion of endotracheal tube 2nd 30
DRG Distribution
DRG Code Description Count
DG542 DRG V24 : TRACH W MV 96+ HRS OR PDX EXC FACE, MOUTH & NECK W/O MAJ O.R. 470
Diagnosis Distribution
Diagnosis Code Description Primary POA All
D48241 Methicillin susceptible pneumonia due to Staphylococcus aureus 0 0 20
D486 Pneumonia, organism unspecified 0 0 40
D25000 Diabetes mellitus without mention of complication, type II or unspecified type, not stated as uncontrolled 0 0 30
D2859 Anemia, unspecified 0 0 30
D2639 Unspecified protein-calorie malnutrition 0 0 20
D4280 Congestive heart failure, unspecified 0 0 20
D51884 Acute and chronic respiratory failure 20 0 0
D5070 Pneumonitis due to inhalation of food or vomitus 0 0 40
D2768 Hypopotassemia 0 0 20
D99592 Severe sepsis 0 0 20
D2761 Hyposmolality and/or hyponatremia 0 0 20
D2724 Other and unspecified hyperlipidemia 0 0 20
D4019 Unspecified essential hypertension 0 0 60
D5990 Urinary tract infection, site not specified 0 0 30
D51881 Acute respiratory failure 100 0 120
D0389 Unspecified septicemia 40 0 40
D5849 Acute kidney failure, unspecified 0 0 30
D3481 Anoxic brain damage 0 0 20
D42731 Atrial fibrillation 0 0 20
External Causes Distribution
External Cause Code Description Count
EE8497 Accidents occurring in residential institution 80
EE8490 Accident in home 30