2025. Explanations That Work: A Risk-Based Model for Meaningful AI Transparency in Regulated Decisions. Journal of AI-Powered Medical Innovations (International online ISSN 3078-1930). 4, 1 (Dec. 2025), 57–71. DOI:https://doi.org/10.60087/Japmi.Vol.04.Issue.01.Id.04.