Could transparent model cards with layered accessible information drive trust and safety in health AI?
review · Level V
Where this comes from
- Record sourced from PubMed, PMID 40000736.
- Also identified by DOI 10.1038/s41746-025-01482-9 and PMC identifier 11861263.
- Licence recorded as CC BY-NC-ND.
- Because redistribution is not established, this page shows the abstract only. Follow the links below for the full text.
Abstract
We place ‘Model Cards’ and graphical ‘nutrition labels’ for health AI in context with the information needs of patients, health care providers and deployers. We discuss the applicability of Model Cards for General Purpose AI (GPAI) models. If these approaches are to be useful and safe they need to be integrated with regulatory approaches and linked to deeper layers of open and detailed model information and optimized through user testing.