FactsR decomposes clinical note generation into real-time fact extraction and recursive refinement, reporting improved completeness and conciseness over a few-shot baseline on the 57-encounter Primock57 benchmark, though with a circular clinician-in-the-loop simulation and no statistical testing.
The process of clinical consultation is crucial to patient outcomes and safety: 10 quality indicators
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FactsR: A Safer Method for Producing High Quality Healthcare Documentation
FactsR decomposes clinical note generation into real-time fact extraction and recursive refinement, reporting improved completeness and conciseness over a few-shot baseline on the 57-encounter Primock57 benchmark, though with a circular clinician-in-the-loop simulation and no statistical testing.