Combat PTSD & Veteran Mental Health Cohort — Generator

This upload contains the technical documentation and a free evaluation demo of the generator (500 veterans) — not the full generator. The full generator ($890) is available on the product page: https://sentineldata.com.ua/dataset/combat-ptsd-veteran-mental-health-cohort-generator Contents of this upload: File Description Size CMHO_Generator_Passport_EN.pdf Generator Passport (2 pages): components, environment, generation architecture, calibration against preregistered targets, parameter provenance, modification rules 65.5 kB CMHO_Demo_Passport_EN.pdf Demo Generator Passport (2 pages): demo package, differences from the full version, demo cohort characteristics, terms of use 64.1 kB cmho_demo_population.parquet Demo cohort, wide table: 500 veterans × 50 columns (IDs CMHO-DEMO-000001 … CMHO-DEMO-000500) 40.9 kB cmho_demo_longitudinal.parquet Demo cohort, long table: 2,500 rows (5 timepoints per veteran) × 13 columns 26.5 kB demo_metrics.json Calibration metrics of the demo run (seed 20261014) 0.4 kB The demo cohort was recomputed from these files before publication: 500 veterans, 81 PTSD cases (16.2%), mean PCL-5 of cases 54.85, 2,500 longitudinal rows, no missing values. Licence of the files in this upload: CC BY-NC 4.0. The full generator is licensed separately through the product page. This generator is the Python source code and the model behind the synthetic dataset Combat ... Full description with all tables is on the Wiki page of this project. Full dataset and purchase: https://sentineldata.com.ua/dataset/combat-ptsd-veteran-mental-health-cohort-generator . Zenodo copy: https://doi.org/10.5281/zenodo.23454452

Authors

Publication Details

Journal
Open Science Framework
Published
2026-11-07
DOI
https://doi.org/10.17605/osf.io/m3f5g
Primary Topic
Posttraumatic Stress Disorder Research
Type
article
Field-Weighted Citation Impact
0.00
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article

Combat PTSD & Veteran Mental Health Cohort — Generator

Chekerskyi Maksym
3 links
Open Science Framework
Posttraumatic Stress Disorder Research
article

Combat PTSD & Veteran Mental Health Cohort — Generator

Chekerskyi Maksym
article en

Abstract

This upload contains the technical documentation and a free evaluation demo of the generator (500 veterans) — not the full generator. The full generator ($890) is available on the product page: https://sentineldata.com.ua/dataset/combat-ptsd-veteran-mental-health-cohort-generator Contents of this upload: File Description Size CMHO_Generator_Passport_EN.pdf Generator Passport (2 pages): components, environment, generation architecture, calibration against preregistered targets, parameter provenance, modification rules 65.5 kB CMHO_Demo_Passport_EN.pdf Demo Generator Passport (2 pages): demo package, differences from the full version, demo cohort characteristics, terms of use 64.1 kB cmho_demo_population.parquet Demo cohort, wide table: 500 veterans × 50 columns (IDs CMHO-DEMO-000001 … CMHO-DEMO-000500) 40.9 kB cmho_demo_longitudinal.parquet Demo cohort, long table: 2,500 rows (5 timepoints per veteran) × 13 columns 26.5 kB demo_metrics.json Calibration metrics of the demo run (seed 20261014) 0.4 kB The demo cohort was recomputed from these files before publication: 500 veterans, 81 PTSD cases (16.2%), mean PCL-5 of cases 54.85, 2,500 longitudinal rows, no missing values. Licence of the files in this upload: CC BY-NC 4.0. The full generator is licensed separately through the product page. This generator is the Python source code and the model behind the synthetic dataset Combat ... Full description with all tables is on the Wiki page of this project. Full dataset and purchase: https://sentineldata.com.ua/dataset/combat-ptsd-veteran-mental-health-cohort-generator . Zenodo copy: https://doi.org/10.5281/zenodo.23454452

Open Science Framework
Good health and well-being
Openalex Percentile: Top 11%
Posttraumatic Stress Disorder Research
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