"An analysis of peer reviews for papers in Nature Communications shows a correlation between rigorous review processes and higher citation counts. Papers that received stronger criticism and required more extensive revisions tended to be more impactful. The study utilized a large language model (Claude) to evaluate 8,000 peer-review files from 2017 to 2024."