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)

480

Sex Count
Male 280
Female 180
In hospital
Mortality
Length of Stay Distribution
Mean LOS: 4.08 days FQ: 3 days Median: 4 days TQ: 5 days
Aggregation Policy
Minimum count20
Multiple10
Min hospitals2
Min subset100

Temporal Distribution : Admission all sources ( N1_a ) followed by Insertion of interbody spinal fusion device ( P8451 )

Mean ΔT: 0.15 days FQ: 0 days Median: 0 days TQ: 0 days

Variation by ΔT for

Source Distribution
Source Count
Routine, birth, etc 90
Another hospital 80
Another health facility including LTC 70
Emergency department 60
Unknown 80
Court/Law enforcement 60
Disposition Distribution
Disposition Count
Routine 370
Home Health Care 60
Transfer other SNF, ICF, etc. 30
Payer Distribution
Payer Count
Medicaid 70
Private insurance 70
Self-pay 50
Other payer 70
Unknown payer 60
No charge 60
Medicare 60
Race Distribution
Race Count
White 60
Black 60
Hispanic 80
Asian or Pacific Islander 60
Native American 50
Other 70
Race missing, unknown 70
State variation
S1 S2
Count 240 240
Sex : Male 58.3% 58.3%
Sex : Female 37.5% 37.5%
Source : Routine, birth, etc 20.8% 16.7%
Source : Another hospital 12.5% 20.8%
Source : Another health facility including LTC 16.7% 12.5%
Source : Emergency department 12.5% 12.5%
Source : Unknown 16.7% 16.7%
Source : Court/Law enforcement 12.5% 12.5%
Disposition : Routine 75.0% 75.0%
Disposition : Home Health Care 12.5% 12.5%
Payer : Medicaid 12.5% 12.5%
Payer : Private insurance 12.5% 16.7%
Payer : Self-pay 12.5% 8.3%
Payer : Other payer 12.5% 16.7%
Payer : Unknown payer 12.5% 12.5%
Payer : Medicare 8.3% 12.5%
Payer : No charge 16.7% 8.3%
Race : White 12.5% 12.5%
Race : Black 12.5% 12.5%
Race : Hispanic 16.7% 16.7%
Race : Asian or Pacific Islander 12.5% 12.5%
Race : Native American 8.3% 8.3%
Race : Other 12.5% 12.5%
Race : Race missing, unknown 12.5% 12.5%
Yearly variation
Count
Age Distribution
Age Count
80 - 99 20
40 - 59 250
60 - 79 140
20 - 39 50
Mean age First quartile Median Third quartile
55.58 years 45 years 54 years 66 years
45 >= Age > 20 65 >= Age > 45 85 >= Age > 65
Count 120 230 110
Sex : Male 66.7% 56.5% 45.5%
Sex : Female 25.0% 39.1% 45.5%
Source : Another hospital 16.7% 13.0% 18.2%
Source : Another health facility including LTC 0% 17.4% 18.2%
Disposition : Routine 75.0% 82.6% 63.6%
Disposition : Transfer other SNF, ICF, etc. 0% 0% 18.2%
Payer : Other payer 0% 13.0% 18.2%
Race : Hispanic 0% 17.4% 18.2%
Race : Race missing, unknown 0% 8.7% 18.2%
Source : Emergency department 16.7% 8.7% 0%
Payer : Medicaid 16.7% 8.7% 0%
Payer : Private insurance 16.7% 17.4% 0%
Race : Asian or Pacific Islander 16.7% 8.7% 0%
Race : Other 16.7% 13.0% 0%
Source : Routine, birth, etc 0% 21.7% 0%
Source : Unknown 0% 17.4% 0%
Source : Court/Law enforcement 0% 13.0% 0%
Disposition : Home Health Care 0% 13.0% 0%
Payer : Medicare 0% 13.0% 0%
Payer : Self-pay 0% 8.7% 0%
Payer : Unknown payer 0% 13.0% 0%
Payer : No charge 0% 13.0% 0%
Race : Black 0% 17.4% 0%
Race : Native American 0% 8.7% 0%
Race : White 0% 13.0% 0%
Procedure Distribution
Procedure Code Description Count
P8163 Fusion or refusion of 4-8 vertebrae 20
P0094 Intra-operative neurophysiologic monitoring 20
P7779 Excision of bone for graft, other bones 140
P8106 Lumbar and lumbosacral fusion of the anterior column, anterior technique 100
P4198 Other operations on bone marrow 20
P0309 Other exploration and decompression of spinal canal 30
P8452 Insertion of recombinant bone morphogenetic protein 170
P8162 Fusion or refusion of 2-3 vertebrae 370
P8108 Lumbar and lumbosacral fusion of the anterior column, posterior technique 240
P8915 Other nonoperative neurologic function tests 20
P8051 Excision of intervertebral disc 320
P8451 Insertion of interbody spinal fusion device 480
P8107 Lumbar and lumbosacral fusion of the posterior column, posterior technique 70
DRG Distribution
DRG Code Description Count
DG498 DRG V24 : SPINAL FUSION EXCEPT CERVICAL W/O CC 250
DG496 DRG V24 : COMBINED ANTERIOR/POSTERIOR SPINAL FUSION 60
DG497 DRG V24 : SPINAL FUSION EXCEPT CERVICAL W CC 140
Diagnosis Distribution
Diagnosis Code Description Primary POA All
D3051 Tobacco use disorder 0 0 50
D25000 Diabetes mellitus without mention of complication, type II or unspecified type, not stated as uncontrolled 0 0 30
D2449 Unspecified acquired hypothyroidism 0 0 20
D53081 Esophageal reflux 0 0 30
D2720 Pure hypercholesterolemia 0 0 20
D7384 Acquired spondylolisthesis 0 0 50
D2851 Acute posthemorrhagic anemia 0 0 40
D2724 Other and unspecified hyperlipidemia 0 0 30
D27800 Obesity, unspecified 0 0 20
DV1582 Personal history of tobacco use 0 0 20
D72210 Displacement of lumbar intervertebral disc without myelopathy 480 0 410
D4019 Unspecified essential hypertension 0 0 130
D72252 Degeneration of lumbar or lumbosacral intervertebral disc 0 0 110
D7213 Lumbosacral spondylosis without myelopathy 0 0 30
External Causes Distribution
External Cause Code Description Count
EE8497 Accidents occurring in residential institution 30