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 200
Female 200
In hospital
Mortality
Length of Stay Distribution
Mean LOS: 3.26 days FQ: 2 days Median: 3 days TQ: 4 days
Aggregation Policy
Minimum count20
Multiple10
Min hospitals2
Min subset100

Temporal Distribution : Removal of implanted devices from bone, other bones ( P7869 ) followed by Fusion or refusion of 2-3 vertebrae ( P8162 )

Mean ΔT: 0.01 days FQ: 0 days Median: 0 days TQ: 0 days

Variation by ΔT for

Source Distribution
Source Count
Routine, birth, etc 80
Another hospital 60
Another health facility including LTC 50
Emergency department 50
Unknown 60
Court/Law enforcement 70
Disposition Distribution
Disposition Count
Routine 330
Home Health Care 40
Transfer other SNF, ICF, etc. 20
Payer Distribution
Payer Count
Medicaid 50
Self-pay 40
Other payer 50
Unknown payer 60
No charge 70
Medicare 50
Private insurance 50
Race Distribution
Race Count
White 50
Black 40
Hispanic 50
Asian or Pacific Islander 50
Native American 60
Other 60
Race missing, unknown 60
State variation
S1 S2
Count 200 190
Sex : Male 50.0% 52.6%
Sex : Female 50.0% 47.4%
Source : Routine, birth, etc 20.0% 21.1%
Source : Another hospital 15.0% 15.8%
Source : Emergency department 10.0% 10.5%
Source : Unknown 15.0% 15.8%
Source : Court/Law enforcement 15.0% 21.1%
Disposition : Routine 85.0% 78.9%
Disposition : Home Health Care 0% 10.5%
Payer : Medicaid 10.0% 15.8%
Payer : Private insurance 10.0% 10.5%
Payer : Self-pay 10.0% 10.5%
Payer : Other payer 10.0% 15.8%
Payer : Unknown payer 20.0% 10.5%
Payer : No charge 15.0% 21.1%
Payer : Medicare 15.0% 10.5%
Race : White 15.0% 10.5%
Race : Black 10.0% 10.5%
Race : Hispanic 15.0% 10.5%
Race : Asian or Pacific Islander 10.0% 15.8%
Race : Native American 15.0% 10.5%
Race : Other 15.0% 10.5%
Race : Race missing, unknown 15.0% 15.8%
Source : Another health facility including LTC 15.0% 0%
Yearly variation
Count
Age Distribution
Age Count
80 - 99 30
40 - 59 170
60 - 79 180
Mean age First quartile Median Third quartile
61.22 years 52 years 61 years 69 years
65 >= Age > 45 85 >= Age > 65
Count 210 130
Sex : Male 52.4% 38.5%
Sex : Female 42.9% 53.8%
Source : Court/Law enforcement 14.3% 23.1%
Source : Routine, birth, etc 19.0% 15.4%
Source : Emergency department 9.5% 15.4%
Disposition : Routine 90.5% 69.2%
Disposition : Home Health Care 0% 15.4%
Payer : Medicaid 14.3% 15.4%
Payer : Unknown payer 14.3% 15.4%
Payer : No charge 19.0% 15.4%
Race : Hispanic 14.3% 15.4%
Race : Native American 14.3% 15.4%
Race : Other 14.3% 15.4%
Race : Race missing, unknown 14.3% 15.4%
Source : Another hospital 14.3% 0%
Source : Another health facility including LTC 14.3% 0%
Source : Unknown 14.3% 0%
Payer : Medicare 9.5% 0%
Payer : Private insurance 9.5% 0%
Payer : Self-pay 9.5% 0%
Payer : Other payer 9.5% 0%
Race : White 9.5% 0%
Race : Black 9.5% 0%
Race : Asian or Pacific Islander 14.3% 0%
Procedure Distribution
Procedure Code Description Count
P8132 Refusion of other cervical spine, anterior column, anterior technique 30
P9904 Transfusion of packed cells 20
P8102 Other cervical fusion of the anterior column, anterior technique 110
P7779 Excision of bone for graft, other bones 70
P7869 Removal of implanted devices from bone, other bones 400
P8452 Insertion of recombinant bone morphogenetic protein 70
P8162 Fusion or refusion of 2-3 vertebrae 400
P8138 Refusion of lumbar and lumbosacral spine, anterior column, posterior technique 60
P8108 Lumbar and lumbosacral fusion of the anterior column, posterior technique 80
P8915 Other nonoperative neurologic function tests 20
P8051 Excision of intervertebral disc 140
P0309 Other exploration and decompression of spinal canal 30
P8451 Insertion of interbody spinal fusion device 110
P8107 Lumbar and lumbosacral fusion of the posterior column, posterior technique 20
DRG Distribution
DRG Code Description Count
DG498 DRG V24 : SPINAL FUSION EXCEPT CERVICAL W/O CC 130
DG496 DRG V24 : COMBINED ANTERIOR/POSTERIOR SPINAL FUSION 20
DG520 DRG V24 : CERVICAL SPINAL FUSION W/O CC 100
DG497 DRG V24 : SPINAL FUSION EXCEPT CERVICAL W CC 80
DG519 DRG V24 : CERVICAL SPINAL FUSION W CC 40
Diagnosis Distribution
Diagnosis Code Description Primary POA All
D7224 Degeneration of cervical intervertebral disc 20 0 30
D25000 Diabetes mellitus without mention of complication, type II or unspecified type, not stated as uncontrolled 0 0 20
D7220 Displacement of cervical intervertebral disc without myelopathy 30 0 30
DV5401 Encounter for removal of internal fixation device 0 0 20
D7384 Acquired spondylolisthesis 0 0 30
D99678 Other complications due to other internal orthopedic device, implant, and graft 40 0 50
D311 Depressive disorder, not elsewhere classified 0 0 20
D2449 Unspecified acquired hypothyroidism 0 0 30
D72210 Displacement of lumbar intervertebral disc without myelopathy 0 0 20
D72252 Degeneration of lumbar or lumbosacral intervertebral disc 20 0 40
D3051 Tobacco use disorder 0 0 30
D53081 Esophageal reflux 0 0 30
D2720 Pure hypercholesterolemia 0 0 20
D2724 Other and unspecified hyperlipidemia 0 0 20
DV1582 Personal history of tobacco use 0 0 20
D4019 Unspecified essential hypertension 0 0 110
D7210 Cervical spondylosis without myelopathy 0 0 30
D7213 Lumbosacral spondylosis without myelopathy 0 0 20
DV454 Arthrodesis status 0 0 140
D72402 Spinal stenosis, lumbar region, without neurogenic claudication 30 0 40
D99649 Other mechanical complication of other internal orthopedic device, implant, and graft 70 0 80
D27800 Obesity, unspecified 0 0 20
External Causes Distribution
External Cause Code Description Count
EE8788 Other specified surgical operations and procedures causing abnormal patient reaction, or later complication, without mention of misadventure at time of operation 40
EE8497 Accidents occurring in residential institution 30
EE8490 Accident in home 50
EE8781 Surgical operation with implant of artificial internal device causing abnormal patient reaction, or later complication,without mention of misadventure at time of operation 30