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)

400

Sex Count
Male 190
Female 200
In hospital
Mortality

5.0 %

Length of Stay Distribution
Mean LOS: 4.67 days FQ: 2 days Median: 3 days TQ: 6 days
Aggregation Policy
Minimum count20
Multiple10
Min hospitals2
Min subset100

Temporal Distribution : Admission all sources ( N1_a ) followed by Insertion of endotracheal tube ( P9604 )

Mean ΔT: 0.2 days FQ: 0 days Median: 0 days TQ: 0 days

Variation by ΔT for

Source Distribution
Source Count
Routine, birth, etc 70
Another hospital 50
Another health facility including LTC 60
Emergency department 60
Unknown 60
Court/Law enforcement 70
Disposition Distribution
Disposition Count
Routine 210
Transfer to short-term hospital 20
Died in hospital 20
Transfer other SNF, ICF, etc. 100
Payer Distribution
Payer Count
Medicare 60
Medicaid 50
Private insurance 50
Self-pay 60
Other payer 50
Unknown payer 50
No charge 60
Race Distribution
Race Count
White 60
Black 50
Hispanic 50
Asian or Pacific Islander 40
Native American 40
Other 60
Race missing, unknown 60
State variation
S1 S2
Count 210 190
Sex : Male 47.6% 47.4%
Sex : Female 47.6% 47.4%
Source : Another hospital 14.3% 10.5%
Source : Another health facility including LTC 14.3% 15.8%
Source : Emergency department 14.3% 10.5%
Source : Unknown 14.3% 15.8%
Source : Court/Law enforcement 19.0% 15.8%
Source : Routine, birth, etc 14.3% 21.1%
Disposition : Routine 47.6% 52.6%
Disposition : Transfer other SNF, ICF, etc. 28.6% 21.1%
Payer : Medicare 14.3% 15.8%
Payer : Medicaid 9.5% 10.5%
Payer : Private insurance 14.3% 10.5%
Payer : Other payer 9.5% 10.5%
Payer : Unknown payer 9.5% 10.5%
Payer : No charge 14.3% 10.5%
Payer : Self-pay 19.0% 10.5%
Race : White 14.3% 10.5%
Race : Black 14.3% 10.5%
Race : Hispanic 9.5% 15.8%
Race : Asian or Pacific Islander 9.5% 10.5%
Race : Native American 9.5% 10.5%
Race : Other 14.3% 15.8%
Race : Race missing, unknown 14.3% 10.5%
Yearly variation
Count
Age Distribution
Age Count
40 - 59 180
60 - 79 90
20 - 39 110
Mean age First quartile Median Third quartile
50.41 years 38 years 50 years 60 years
45 >= Age > 20 65 >= Age > 45
Count 160 170
Sex : Male 56.3% 41.2%
Sex : Female 43.8% 52.9%
Source : Routine, birth, etc 12.5% 17.6%
Source : Another hospital 12.5% 11.8%
Source : Another health facility including LTC 12.5% 11.8%
Source : Emergency department 12.5% 11.8%
Source : Unknown 12.5% 17.6%
Source : Court/Law enforcement 18.8% 17.6%
Disposition : Routine 56.3% 52.9%
Disposition : Transfer other SNF, ICF, etc. 25.0% 23.5%
Payer : Medicare 12.5% 17.6%
Payer : Medicaid 12.5% 11.8%
Payer : Private insurance 12.5% 11.8%
Payer : Self-pay 12.5% 11.8%
Payer : Unknown payer 12.5% 0%
Payer : No charge 12.5% 11.8%
Race : White 12.5% 11.8%
Race : Black 12.5% 11.8%
Race : Hispanic 12.5% 11.8%
Race : Other 18.8% 11.8%
Race : Race missing, unknown 12.5% 11.8%
Payer : Other payer 0% 11.8%
Race : Asian or Pacific Islander 0% 11.8%
Procedure Distribution
Procedure Code Description Count
P9604 Insertion of endotracheal tube 400
P3893 Venous catheterization, not elsewhere classified 60
P8703 Computerized axial tomography of head 20
P9671 Continuous invasive mechanical ventilation for less than 96 consecutive hours 340
P9672 Continuous invasive mechanical ventilation for 96 consecutive hours or more 30
DRG Distribution
DRG Code Description Count
DG449 DRG V24 : POISONING & TOXIC EFFECTS OF DRUGS AGE >17 W CC 400
Diagnosis Distribution
Diagnosis Code Description Primary POA All
D311 Depressive disorder, not elsewhere classified 0 0 50
D51881 Acute respiratory failure 0 0 160
D3051 Tobacco use disorder 0 0 40
D2762 Acidosis 0 0 20
D5070 Pneumonitis due to inhalation of food or vomitus 0 0 50
D9694 Poisoning by benzodiazepine-based tranquilizers 70 0 70
D78009 Other alteration of consciousness 0 0 40
D2768 Hypopotassemia 0 0 40
D9693 Poisoning by other antipsychotics, neuroleptics, and major tranquilizers 20 0 20
D96509 Poisoning by other opiates and related narcotics 30 0 20
D9690 Description not found for D9690 20 0 0
D30500 Alcohol abuse, unspecified 0 0 30
D4019 Unspecified essential hypertension 0 0 40
D96500 Poisoning by opium (alkaloids), unspecified 0 0 20
D78097 Altered mental status 0 0 20
D9654 Poisoning by aromatic analgesics, not elsewhere classified 30 0 20
D72888 Rhabdomyolysis 0 0 20
External Causes Distribution
External Cause Code Description Count
EE8542 Accidental poisoning by psychostimulants 20
EE9500 Suicide and self-inflicted poisoning by analgesics, antipyretics, and antirheumatics 70
EE8498 Accidents occurring in other specified places 20
EE9502 Suicide and self-inflicted poisoning by other sedatives and hypnotics 20
EE9803 Poisoning by tranquilizers and other psychotropic agents, undetermined whether accidentally or purposely inflicted 20
EE9509 Suicide and self-inflicted poisoning by other and unspecified solid and liquid substances 30
EE8502 Accidental poisoning by other opiates and related narcotics 30
EE8490 Accident in home 300
EE8499 Accidents occurring in unspecified place 40
EE9800 Poisoning by analgesics, antipyretics, and antirheumatics, undetermined whether accidentally or purposely inflicted 20
EE9504 Suicide and self-inflicted poisoning by other specified drugs and medicinal substances 70
EE9503 Suicide and self-inflicted poisoning by tranquilizers and other psychotropic agents 120
EE8532 Accidental poisoning by benzodiazepine-based tranquilizers 30