Mohamed Faisal Sindhi

Validation of a Frozen LLM-Based Screening Instrument for Clinical Guideline Literature Screening

This preprint examines whether a fixed large language model configuration could safely support title-and-abstract screening in a planned evidence-synthesis workstream on clinical-guideline recommendations. The evaluation used a 1,048-record stratified calibration frame enriched for relevant records, rather than a repre...