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 170
Female 220
In hospital
Mortality
Length of Stay Distribution
Mean LOS: 5.11 days FQ: 4 days Median: 4 days TQ: 6 days
Aggregation Policy
Minimum count20
Multiple10
Min hospitals2
Min subset100

Temporal Distribution : Fusion or refusion of 4-8 vertebrae ( P8163 ) followed by Lumbar and lumbosacral fusion of the anterior column, posterior technique ( P8108 )

Mean ΔT: 0.04 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 70
Court/Law enforcement 60
Unknown 60
Disposition Distribution
Disposition Count
Routine 200
Transfer other SNF, ICF, etc. 110
Home Health Care 80
Payer Distribution
Payer Count
Medicare 60
Private insurance 40
Self-pay 40
Other payer 60
Unknown payer 50
No charge 60
Medicaid 50
Race Distribution
Race Count
White 60
Black 50
Hispanic 50
Asian or Pacific Islander 70
Native American 60
Other 40
Race missing, unknown 50
State variation
S1 S2
Count 200 190
Sex : Male 45.0% 42.1%
Sex : Female 55.0% 57.9%
Source : Routine, birth, etc 20.0% 15.8%
Source : Another hospital 10.0% 15.8%
Source : Another health facility including LTC 15.0% 15.8%
Source : Emergency department 15.0% 21.1%
Source : Unknown 15.0% 15.8%
Source : Court/Law enforcement 15.0% 10.5%
Disposition : Routine 45.0% 52.6%
Disposition : Transfer other SNF, ICF, etc. 30.0% 26.3%
Disposition : Home Health Care 20.0% 15.8%
Payer : Private insurance 10.0% 10.5%
Payer : Other payer 20.0% 10.5%
Payer : Unknown payer 15.0% 10.5%
Payer : No charge 15.0% 15.8%
Payer : Medicare 10.0% 21.1%
Payer : Medicaid 15.0% 10.5%
Race : White 15.0% 10.5%
Race : Black 10.0% 10.5%
Race : Hispanic 10.0% 10.5%
Race : Asian or Pacific Islander 15.0% 15.8%
Race : Native American 15.0% 15.8%
Race : Race missing, unknown 15.0% 10.5%
Payer : Self-pay 10.0% 0%
Race : Other 10.0% 0%
Yearly variation
Count
Age Distribution
Age Count
80 - 99 90
60 - 79 230
40 - 59 70
Mean age First quartile Median Third quartile
69.88 years 62 years 71 years 79 years
65 >= Age > 45 85 >= Age > 65
Count 120 220
Sex : Male 58.3% 36.4%
Sex : Female 41.7% 63.6%
Source : Routine, birth, etc 0% 18.2%
Source : Another hospital 16.7% 13.6%
Source : Another health facility including LTC 16.7% 18.2%
Source : Emergency department 0% 22.7%
Source : Unknown 16.7% 13.6%
Source : Court/Law enforcement 16.7% 13.6%
Disposition : Routine 75.0% 40.9%
Disposition : Home Health Care 16.7% 18.2%
Disposition : Transfer other SNF, ICF, etc. 0% 36.4%
Payer : Medicare 16.7% 13.6%
Payer : Medicaid 0% 13.6%
Payer : Private insurance 0% 9.1%
Payer : Self-pay 0% 9.1%
Payer : Other payer 0% 18.2%
Payer : Unknown payer 0% 13.6%
Payer : No charge 16.7% 13.6%
Race : White 0% 13.6%
Race : Black 16.7% 9.1%
Race : Hispanic 0% 13.6%
Race : Asian or Pacific Islander 0% 13.6%
Race : Native American 0% 13.6%
Race : Race missing, unknown 0% 13.6%
Procedure Distribution
Procedure Code Description Count
P9904 Transfusion of packed cells 70
P8163 Fusion or refusion of 4-8 vertebrae 400
P0359 Other repair and plastic operations on spinal cord structures 20
P0094 Intra-operative neurophysiologic monitoring 20
P7779 Excision of bone for graft, other bones 120
P8106 Lumbar and lumbosacral fusion of the anterior column, anterior technique 30
P8452 Insertion of recombinant bone morphogenetic protein 130
P8108 Lumbar and lumbosacral fusion of the anterior column, posterior technique 400
P8051 Excision of intervertebral disc 100
P8451 Insertion of interbody spinal fusion device 130
P0309 Other exploration and decompression of spinal canal 30
DRG Distribution
DRG Code Description Count
DG498 DRG V24 : SPINAL FUSION EXCEPT CERVICAL W/O CC 150
DG496 DRG V24 : COMBINED ANTERIOR/POSTERIOR SPINAL FUSION 50
DG546 DRG V24 : SPINAL FUSION EXC CERV WITH CURVATURE OF THE SPINE OR MALIG 30
DG497 DRG V24 : SPINAL FUSION EXCEPT CERVICAL W CC 150
Diagnosis Distribution
Diagnosis Code Description Primary POA All
DV454 Arthrodesis status 0 0 30
D72402 Spinal stenosis, lumbar region, without neurogenic claudication 70 0 60
D3051 Tobacco use disorder 0 0 20
D25000 Diabetes mellitus without mention of complication, type II or unspecified type, not stated as uncontrolled 0 0 40
D2859 Anemia, unspecified 0 0 40
D2449 Unspecified acquired hypothyroidism 0 0 20
D53081 Esophageal reflux 0 0 40
D75612 Spondylolisthesis 0 0 30
D2720 Pure hypercholesterolemia 0 0 30
D72210 Displacement of lumbar intervertebral disc without myelopathy 20 0 30
D2851 Acute posthemorrhagic anemia 0 0 20
D2724 Other and unspecified hyperlipidemia 0 0 40
D41401 Coronary atherosclerosis of native coronary artery 0 0 20
DV1582 Personal history of tobacco use 0 0 20
D73730 Scoliosis [and kyphoscoliosis], idiopathic 0 0 30
D4019 Unspecified essential hypertension 0 0 150
D72252 Degeneration of lumbar or lumbosacral intervertebral disc 130 0 120
D7384 Acquired spondylolisthesis 30 0 70
D7213 Lumbosacral spondylosis without myelopathy 40 0 50
D73739 Other kyphoscoliosis and scoliosis 0 0 20
External Causes Distribution
External Cause Code Description Count
EE8497 Accidents occurring in residential institution 30