Auxiliary Uncertainty Signals for LLM-Assisted Systematic Review Screening: A Benchmark Across Eight Cohen Drug-Class ReviewsNEW⭐9

Auxiliary BERT+GCN signals improve LLM screening in systematic reviews, with full-context delivery boosting F1 and MAYBE-only routing as the most cost-efficient...