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.
Examining racial disparities in the diagnosis of mild cognitive impairment
1 Pith paper cite this work. Polarity classification is still indexing.
1
Pith paper citing it
citation-role summary
baseline 1
citation-polarity summary
fields
cs.CL 1years
2025 1verdicts
CONDITIONAL 1roles
baseline 1polarities
baseline 1representative citing papers
citing papers explorer
-
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.