From promise to practice: challenges and pitfalls in the evaluation of large language models for data extraction in evidence synthesis
Gerald Gartlehner, Leila C. Kahwati, Barbara Nußbaumer-Streit, Karen Crotty, Rainer Hilscher, Shannon Kugley, Meera Viswanathan, Ian B. Thomas, Amanda Konet, Graham Booth, Robert Chew
Topics & Concepts
Computer scienceData scienceData extractionExtraction (chemistry)Management scienceEngineeringMEDLINEPolitical scienceChemistryChromatographyLawArtificial Intelligence in Healthcare and EducationArtificial Intelligence in HealthcareTopic Modeling