AINeutralarXiv – CS AI · 7h ago5/10
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Beyond Agreement: Scoring Panel-Surfaced Biomedical Entity Candidates for Curator Triage
Researchers introduce BioConCal, a supervised scoring system that evaluates biomedical entity candidates surfaced by multiple LLMs across five public datasets. The tool improves candidate verification from 75.3% to 91% AUROC by leveraging agreement patterns and document features, enabling more efficient curator review workflows rather than recovering missed entities.