F. Starace

A reproducible LLM-assisted grey-literature synthesis pipeline with human-in-the-loop validation

Abstract Background Public-health evidence in Europe is fragmented across 38 jurisdictions and 30+ official languages: regulations, ministerial circulars and clinical guidelines sit in national legal systems rather than in indexed peer-reviewed literature, making cross-country comparison slow and error-prone. Large lan...