R0049/2026-03-31/Q001-S03-R01¶
Summary¶
| Title | Prompting is all you need: LLMs for systematic review screening (Framework Chain-of-Thought) |
| URL | https://www.medrxiv.org/content/10.1101/2024.06.01.24308323v1.full |
| Date accessed | 2026-03-31 |
| Publication date | 2024 (preprint) |
| Authors | Multiple |
| Publication | medRxiv |
Selection Decision¶
Selected: Introduces Framework Chain-of-Thought (FCoT), a prompting approach that directs LLMs to systematically reason against predefined review frameworks. Achieves 93.6% accuracy and 97.5% sensitivity in systematic review screening. Represents the most methodologically rigorous prompt design found for this query.