systematic-reviews

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#systematic-reviews

Class Imbalance and Batch Effects in LLM-Based Screening for Systematic Reviews

arXiv cs.CL · 5d ago Cached

This study investigates how class imbalance and batch processing affect LLM-based screening in systematic reviews, revealing that batch processing significantly alters decision-making behavior while prevalence metadata has minimal impact.

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#systematic-reviews

Do AI chatbots find what experts would? Effects of model, user role, and sample size on study retrieval for medical questions

arXiv cs.CL · 6d ago Cached

This study evaluates how AI chatbots like ChatGPT, Claude, and Gemini retrieve clinical studies for medical questions, finding significant performance differences by model and user role, with a bias toward larger sample sizes.

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