yngvemikkelsen/clinical-ai-deployment-threshold: 1.2.0
Abstract
Replication materials for the revised manuscript (JMIR AI ms#109863). v1.1.0 and earlier do not reproduce this manuscript. Screening cost no longer folds an assumed prevalence into a single figure: the fixed screening cost S and the conditional deployment cost T are carried separately. Probabilistic analysis: the adverse-event cost gamma scale is derived from its declared mean rather than hardcoded. Value exposed, 95%: EUR 38.3M–1,131.8M. Exchange rate stated with basis and date: Norges Bank annual average 2024, 11.6276 NOK/EUR. Adverse-event cost EUR 11,494. model/clinical_rag_he_model_v5.py removed, replaced by scripts/clinical_ai_deployment_model.py — standard library only, self-verifying, with no prevalence prior, EVPI/EVPPI or minimum condition count. New: paper9_sensitivity.py, paper9_boundary_sweep.py, Multimedia Appendix 9. Figures 1–2 regenerated; analysis code consolidated under scripts/; README rewritten. p* = 0.502810 exact, 0.502782 zero-cost, reported as 0.50. Full detail in CHANGELOG_v1.2.0.md. Reproduce with python scripts/clinical_ai_deployment_model.py.
Publication details
- Journal / source
- Zenodo (CERN European Organization for Nuclear Research)
- Publication date
- 18 August 2026