Protecting clinical value judgment in the age of AI.
expert_opinion · Level V
Where this comes from
- Record sourced from PubMed, PMID 41912795.
- Also identified by DOI 10.1038/s41746-026-02561-1 and PMC identifier 13035987.
- Licence recorded as CC BY-NC-ND.
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Abstract
Adaptive AI systems embedded in clinical decision-making workflows operationalize hidden value tradeoffs at scale, generating distinct liability pressures and constraining clinicians’ ability to weigh and choose among competing value priorities. To redirect attention from technical model design to procurement and implementation accountability, we propose a collaborative framework: federal mandates for standardized transparency via Model Cards, paired with internal, multidisciplinary institutional reviews to deliberate and document value-laden configurations.