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)

350

Sex Count
Male 190
Female 160
In hospital
Mortality

20.0 %

Length of Stay Distribution
Mean LOS: 32.08 days FQ: 17 days Median: 25 days TQ: 37 days
Aggregation Policy
Minimum count20
Multiple10
Min hospitals2
Min subset100

Temporal Distribution : Continuous invasive mechanical ventilation for 96 consecutive hours or more ( P9672 ) followed by Temporary tracheostomy ( P311 )

Mean ΔT: 10.43 days FQ: 6 days Median: 10 days TQ: 14 days

Variation by ΔT for

Source Distribution
Source Count
Routine, birth, etc 40
Another hospital 50
Another health facility including LTC 60
Emergency department 70
Court/Law enforcement 50
Unknown 60
Disposition Distribution
Disposition Count
Routine 20
Transfer to short-term hospital 30
Died in hospital 70
Transfer other SNF, ICF, etc. 180
Payer Distribution
Payer Count
Medicare 40
Medicaid 50
Private insurance 50
Self-pay 40
Other payer 50
No charge 50
Unknown payer 40
Race Distribution
Race Count
White 40
Black 60
Hispanic 50
Asian or Pacific Islander 50
Native American 40
Other 50
Race missing, unknown 30
State variation
S1 S2
Count 170 170
Sex : Male 52.9% 52.9%
Sex : Female 41.2% 47.1%
Source : Routine, birth, etc 11.8% 11.8%
Source : Another hospital 11.8% 17.6%
Source : Another health facility including LTC 11.8% 17.6%
Source : Emergency department 17.6% 17.6%
Source : Court/Law enforcement 11.8% 11.8%
Source : Unknown 17.6% 11.8%
Disposition : Transfer to short-term hospital 0% 11.8%
Disposition : Died in hospital 17.6% 17.6%
Disposition : Transfer other SNF, ICF, etc. 52.9% 52.9%
Payer : Medicare 0% 11.8%
Payer : Medicaid 11.8% 11.8%
Payer : Private insurance 11.8% 11.8%
Payer : Other payer 11.8% 11.8%
Payer : No charge 11.8% 17.6%
Payer : Unknown payer 11.8% 11.8%
Race : Black 11.8% 17.6%
Race : Hispanic 11.8% 17.6%
Race : Asian or Pacific Islander 11.8% 11.8%
Race : Native American 11.8% 11.8%
Race : Other 17.6% 11.8%
Payer : Self-pay 11.8% 0%
Race : White 11.8% 0%
Race : Race missing, unknown 11.8% 0%
Yearly variation
Count
Age Distribution
Age Count
80 - 99 120
40 - 59 60
60 - 79 130
20 - 39 20
Mean age First quartile Median Third quartile
71.19 years 59 years 76 years 84 years
85 >= Age > 65
Count 160
Sex : Male 50.0%
Sex : Female 43.8%
Source : Routine, birth, etc 12.5%
Source : Another hospital 12.5%
Source : Another health facility including LTC 18.8%
Source : Emergency department 18.8%
Source : Unknown 18.8%
Source : Court/Law enforcement 12.5%
Disposition : Died in hospital 18.8%
Disposition : Transfer other SNF, ICF, etc. 56.3%
Payer : Medicare 12.5%
Payer : Medicaid 12.5%
Payer : Private insurance 12.5%
Payer : Other payer 12.5%
Payer : No charge 18.8%
Race : Black 12.5%
Race : Hispanic 12.5%
Race : Asian or Pacific Islander 12.5%
Race : Native American 12.5%
Race : Other 12.5%
Race : White 12.5%
Procedure Distribution
Procedure Code Description Count
P4311 Percutaneous [endoscopic] gastrostomy [PEG] 110
P9604 Insertion of endotracheal tube 190
P9904 Transfusion of packed cells 70
P3324 Closed [endoscopic] biopsy of bronchus 30
P3893 Venous catheterization, not elsewhere classified 130
P3404 Insertion of intercostal catheter for drainage 20
P311 Temporary tracheostomy 350
P3322 Fiber-optic bronchoscopy 20
P9604_2 Insertion of endotracheal tube 2nd 20
P9672 Continuous invasive mechanical ventilation for 96 consecutive hours or more 350
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. 350
Diagnosis Distribution
Diagnosis Code Description Primary POA All
D486 Pneumonia, organism unspecified 0 0 30
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
D5070 Pneumonitis due to inhalation of food or vomitus 0 0 30
D4280 Congestive heart failure, unspecified 0 0 20
D2768 Hypopotassemia 0 0 20
D99592 Severe sepsis 0 0 20
D2639 Unspecified protein-calorie malnutrition 0 0 20
D4019 Unspecified essential hypertension 0 0 40
D5990 Urinary tract infection, site not specified 0 0 20
D51881 Acute respiratory failure 90 0 90
D0389 Unspecified septicemia 30 0 30
D5849 Acute kidney failure, unspecified 0 0 20
External Causes Distribution
External Cause Code Description Count
EE8490 Accident in home 20
EE8497 Accidents occurring in residential institution 60