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)

420

Sex Count
Male 260
Female 160
In hospital
Mortality

11.9 %

Length of Stay Distribution
Mean LOS: 28.79 days FQ: 16 days Median: 22 days TQ: 33 days
Aggregation Policy
Minimum count20
Multiple10
Min hospitals2
Min subset100

Temporal Distribution : Insertion of endotracheal tube ( P9604 ) followed by Percutaneous [endoscopic] gastrostomy [PEG] ( P4311 )

Mean ΔT: 13.07 days FQ: 7 days Median: 12 days TQ: 17 days

Variation by ΔT for

Source Distribution
Source Count
Routine, birth, etc 70
Another hospital 60
Another health facility including LTC 70
Emergency department 80
Unknown 60
Court/Law enforcement 60
Disposition Distribution
Disposition Count
Transfer to short-term hospital 40
Died in hospital 50
Transfer other SNF, ICF, etc. 280
Payer Distribution
Payer Count
Medicare 60
Medicaid 50
Private insurance 60
Self-pay 60
Other payer 60
Unknown payer 60
No charge 50
Race Distribution
Race Count
White 80
Black 60
Hispanic 50
Asian or Pacific Islander 50
Native American 50
Other 60
Race missing, unknown 50
State variation
S1 S2
Count 210 210
Sex : Male 61.9% 57.1%
Sex : Female 33.3% 38.1%
Source : Routine, birth, etc 14.3% 14.3%
Source : Another hospital 9.5% 14.3%
Source : Another health facility including LTC 19.0% 14.3%
Source : Emergency department 19.0% 14.3%
Source : Unknown 9.5% 14.3%
Source : Court/Law enforcement 14.3% 14.3%
Disposition : Transfer to short-term hospital 0% 9.5%
Disposition : Died in hospital 9.5% 9.5%
Disposition : Transfer other SNF, ICF, etc. 66.7% 61.9%
Payer : Medicare 14.3% 9.5%
Payer : Medicaid 9.5% 9.5%
Payer : Private insurance 9.5% 14.3%
Payer : Self-pay 14.3% 9.5%
Payer : Other payer 9.5% 14.3%
Payer : Unknown payer 14.3% 9.5%
Payer : No charge 9.5% 14.3%
Race : White 14.3% 19.0%
Race : Black 9.5% 14.3%
Race : Hispanic 14.3% 9.5%
Race : Asian or Pacific Islander 14.3% 9.5%
Race : Native American 9.5% 9.5%
Race : Other 14.3% 9.5%
Race : Race missing, unknown 14.3% 9.5%
Yearly variation
Count
Age Distribution
Age Count
40 - 59 60
60 - 79 150
80 - 99 180
Mean age First quartile Median Third quartile
73.9 years 64 years 77 years 86 years
85 >= Age > 65 Age > 85
Count 180 110
Sex : Male 61.1% 54.5%
Sex : Female 38.9% 45.5%
Source : Another health facility including LTC 11.1% 18.2%
Source : Emergency department 16.7% 18.2%
Source : Court/Law enforcement 16.7% 18.2%
Disposition : Transfer other SNF, ICF, etc. 66.7% 63.6%
Payer : Self-pay 0% 18.2%
Source : Another hospital 16.7% 0%
Source : Unknown 11.1% 0%
Source : Routine, birth, etc 16.7% 0%
Disposition : Transfer to short-term hospital 11.1% 0%
Disposition : Died in hospital 11.1% 0%
Payer : Medicare 11.1% 0%
Payer : Medicaid 11.1% 0%
Payer : Private insurance 16.7% 0%
Payer : Other payer 11.1% 0%
Payer : Unknown payer 16.7% 0%
Payer : No charge 11.1% 0%
Race : White 22.2% 0%
Race : Black 11.1% 0%
Race : Hispanic 11.1% 0%
Race : Asian or Pacific Islander 11.1% 0%
Race : Other 16.7% 0%
Race : Race missing, unknown 11.1% 0%
Procedure Distribution
Procedure Code Description Count
P4311 Percutaneous [endoscopic] gastrostomy [PEG] 420
P311 Temporary tracheostomy 100
P9604 Insertion of endotracheal tube 420
P966 Enteral infusion of concentrated nutritional substances 20
P9904 Transfusion of packed cells 60
P3893 Venous catheterization, not elsewhere classified 120
P3129 Other permanent tracheostomy 20
P3324 Closed [endoscopic] biopsy of bronchus 20
P9671 Continuous invasive mechanical ventilation for less than 96 consecutive hours 70
P9672 Continuous invasive mechanical ventilation for 96 consecutive hours or more 220
P3893_2 Venous catheterization, not elsewhere classified 2nd 20
DRG Distribution
DRG Code Description Count
DG566 DRG V24 : RESPIRATORY SYSTEM DIAGNOSIS WITH VENTILATOR SUPPORT <96 HOURS 20
DG565 DRG V24 : RESPIRATORY SYSTEM DIAGNOSIS WITH VENTILATOR SUPPORT 96+ HOURS 20
DG541 DRG V24 : ECMO OR TRACH W MV 96+ HRS OR PDX EXC FACE, MOUTH & NECK W MAJ O.R. 60
DG542 DRG V24 : TRACH W MV 96+ HRS OR PDX EXC FACE, MOUTH & NECK W/O MAJ O.R. 140
DG575 DRG V24 : SEPTICEMIA W MV 96+ HOURS AGE >17 30
DG14 DRG V24 : INTRACRANIAL HEMORRHAGE OR CEREBRAL INFARCTION 20
Diagnosis Distribution
Diagnosis Code Description Primary POA All
D34290 Hemiplegia, unspecified, affecting unspecified side 0 0 20
D486 Pneumonia, organism unspecified 0 0 20
D25000 Diabetes mellitus without mention of complication, type II or unspecified type, not stated as uncontrolled 0 0 20
D431 Intracerebral hemorrhage 30 0 0
D2859 Anemia, unspecified 0 0 30
D2639 Unspecified protein-calorie malnutrition 0 0 30
D4280 Congestive heart failure, unspecified 0 0 30
D5070 Pneumonitis due to inhalation of food or vomitus 0 0 30
D2724 Other and unspecified hyperlipidemia 0 0 20
D2768 Hypopotassemia 0 0 30
D99592 Severe sepsis 0 0 20
D2761 Hyposmolality and/or hyponatremia 0 0 20
D78720 Dysphagia, unspecified 0 0 30
D43491 Cerebral artery occlusion, unspecified with cerebral infarction 30 0 0
D4019 Unspecified essential hypertension 0 0 60
D5990 Urinary tract infection, site not specified 0 0 20
D51881 Acute respiratory failure 60 0 100
D0389 Unspecified septicemia 40 0 30
D5849 Acute kidney failure, unspecified 0 0 20
D42731 Atrial fibrillation 0 0 40
External Causes Distribution
External Cause Code Description Count
EE8497 Accidents occurring in residential institution 70
EE8490 Accident in home 40