<![CDATA["LLM4SCREENLIT: Recommendations on Assessing the Performance of Large Language Models for Screening Literature in Systematic Reviews"]]>"LLM4SCREENLIT: Recommendations on Assessing the Performance of Large Language Models for Screening Literature in Systematic Reviews"

This paper studied 27 papers on AI tools used for systematic reviews to identify good practices & widespread problems. A failure was not considering the impact of lost evidence when making claims concerning workload savings. A pervasive failure found was not reporting the full confusion matrix.

https://www.researchgate.net/publication/397701839_LLM4SCREENLIT_Recommendations_on_Assessing_the_Performance_of_Large_Language_Models_for_Screening_Literature_in_Systematic_Reviews

]]>https://postcall.pub/topic/9dc66ef3-44c4-4105-a4ca-f0ab1464fc0a/llm4screenlit-recommendations-on-assessing-the-performance-of-large-language-models-for-screening-literature-in-systematic-reviewsRSS for NodeThu, 30 Apr 2026 19:47:47 GMTWed, 29 Apr 2026 01:56:04 GMT60