Review Before Trust: Source-Grounded Integrity Gates for AI-Assisted Personal Health Records
An evidence-gated trust-promotion model that keeps generated data provisional until a deterministic monitor verifies it against the source document, demonstrating the technical feasibility of an enforceable boundary that prevents generated claims from authorizing their own reuse in a longitudinal health record.
Nora Girda, Adrian Groza
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