LLM agents given abstracts, methods, and data dictionary entries approximately reproduced about 53% of key abstract findings across five Alzheimer's disease studies, with frequent mismatches in statistical methods.
Llms4ol: Large language models for ontol- ogy learning
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Large Language Model-Based Agents for Automated Research Reproducibility: An Exploratory Study in Alzheimer's Disease
LLM agents given abstracts, methods, and data dictionary entries approximately reproduced about 53% of key abstract findings across five Alzheimer's disease studies, with frequent mismatches in statistical methods.