{"id":"W3164707156","doi":"10.1016/j.gie.2021.05.019","title":"Gender differences in gastroenterology and hepatology authorship and editorial boards","year":2021,"lang":"en","type":"article","venue":"Gastrointestinal Endoscopy","topic":"Diversity and Career in Medicine","field":"Social Sciences","cited_by":28,"is_retracted":false,"has_abstract":false,"ca_institutions":"Women's College Hospital; University of Toronto","funders":"","keywords":"Hepatology; Medicine; Editorial board; Impact factor; Internal medicine; Editor in chief; Family medicine; Gastroenterology; Library science; Management; Political science; Law","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.02307708,0.0003906769,0.0005524987,0.003238856,0.002111777,0.004987184,0.0008163825,0.001755701,0.02651987],"category_scores_gemma":[0.1645938,0.0003593882,0.0003699159,0.00270207,0.001044236,0.001607733,0.00111031,0.001761268,0.002601357],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002539448,"about_ca_system_score_gemma":0.004980263,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00158423,"about_ca_topic_score_gemma":0.003556865,"domain_scores_codex":[0.9837477,0.006279844,0.002348277,0.001115559,0.003897532,0.002611176],"domain_scores_gemma":[0.7427367,0.09805007,0.03021115,0.006464719,0.06971747,0.05281996],"domain_codex":null,"domain_gemma":"incentives","domain_candidate":"incentives","domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.001834683,0.0002736072,0.1791676,0.001036404,0.0002537163,0.001118508,0.007132786,0.0002663352,0.00136697,0.006464947,0.620997,0.1800875],"study_design_scores_gemma":[0.0005359218,0.0003767881,0.4397543,0.002408465,0.000251239,0.001799751,0.01644354,0.001216238,0.002428721,0.008735578,0.5259014,0.0001479632],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.3126856,0.02902091,0.002960487,0.2978391,0.2621698,0.0002941523,0.003869208,0.0002404607,0.09092023],"genre_scores_gemma":[0.8689666,0.007991385,0.001540978,0.0187964,0.0647983,0.0002199499,0.0007054135,0.0003039848,0.03667704],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9769229,"threshold_uncertainty_score":0.1220447,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03558557269294053,"score_gpt":0.2886871153405177,"score_spread":0.2531015426475771,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}