Large language models for literature screening in conceptually complex and interdisciplinary reviews
This study examines the capabilities and limitations of large language models (LLMs) for literature screening in systematic reviews involving conceptually diffuse and interdisciplinary topics. Two screening datasets were constructed. Four LLMs, Claude 4.6, DeepSeek V4 Pro, Gemini 3.1 Pro, and GPT-5.5, were e...