Count tables: The gender gap in biomedical research (a census of 40 million PubMed articles, 1945-2025, classified with a single frontier large language model)
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Aggregated count tables reproducing every figure and table of the study 'The gender gap in biomedical research: a census of 40 million PubMed articles (1945-2025) classified with a single frontier large language model'. These CSVs are the aggregated outputs of the analysis and reproduce the published figures and tables without the underlying PubMed mirror. Gender is name-inferred (perceived) gender, a binary proxy; discipline labels are model-assigned. Inference is restricted to 2002-2025. Single-author articles are counted as last authors only; homophily excludes the team leader. Analysis and classification code: https://github.com/sheppard94g/biomedical-gender-gap-pubmed . Gender validation uses the World Gender Name Dictionary (WGND 2.0, doi:10.7910/DVN/MSEGSJ); bibliographic metadata are from PubMed/MEDLINE; neither third-party dataset is redistributed here.



