To Implement or Not to Implement? A Commentary on the Pitfalls of Judging the Value and Risks of Personalized Prognostic Statistical Models Prognostic models in medicine have garnered significant attention, with established guidelines governing their development. However, there remains a lack of clarity regarding the appropriate circumsta...

❄️ Not every snowflake becomes a snowman and not every model belongs in the clinic. We mapped 16 scenarios to judge when a prognostic model is “good enough to build or deploy, using a structured benefit-risk approach. #PrognosticModels #HealthcareAI #CoSyAdventcalender

👉 jmir.org/2025/1/e69341

When is "good enough" actually good enough for #PrognosticModels? Our commentary tackles this question with a structured analysis of 16 scenarios + practical approaches for development decisions for healthcare-related prognostic models.

www.jmir.org/2025/1/e69341