{"id":"W4323352915","doi":"10.1093/jcag/gwac036.092","title":"A92 FEMALE AUTHORSHIP IN GASTROENTEROLOGY RANDOMIZED CONTROL TRIALS: 2011 - 2021","year":2023,"lang":"en","type":"article","venue":"Journal of the Canadian Association of Gastroenterology","topic":"Diversity and Career in Medicine","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Subspecialty; Randomized controlled trial; Medicine; Internal medicine; Observational study; Family medicine; Alternative medicine; Gastroenterology; Pathology","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","bibliometrics"],"consensus_categories":[],"category_scores_codex":[0.1558754,0.001012351,0.0036223,0.01066043,0.001599004,0.005531843,0.001355887,0.002273896,0.02013387],"category_scores_gemma":[0.4718102,0.000963015,0.006440504,0.01655288,0.00176339,0.003798357,0.002947135,0.001728312,0.003271593],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003234161,"about_ca_system_score_gemma":0.007359598,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001065923,"about_ca_topic_score_gemma":0.003057311,"domain_scores_codex":[0.7261392,0.1121979,0.1163089,0.0134085,0.02928557,0.002659786],"domain_scores_gemma":[0.3693101,0.4102892,0.1603359,0.03045046,0.02646429,0.003150152],"domain_codex":null,"domain_gemma":"incentives","domain_candidate":"incentives","domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.02757987,0.0004536016,0.3051077,0.2733491,0.04683187,0.001494763,0.00285803,0.001575132,0.002188431,0.00647066,0.08138768,0.2507032],"study_design_scores_gemma":[0.01415141,0.00448218,0.419872,0.2050977,0.08251622,0.005155345,0.00168314,0.006041459,0.005542347,0.01668743,0.2381425,0.0006281577],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.2696375,0.3846786,0.04654323,0.02911752,0.01022711,0.02425005,0.2068992,0.001777012,0.02686984],"genre_scores_gemma":[0.840661,0.0372963,0.04790841,0.008618689,0.002673663,0.02961963,0.02867424,0.0005820493,0.003965998],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9893396,"threshold_uncertainty_score":0.8243577,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03464773362622706,"score_gpt":0.2938625551410618,"score_spread":0.2592148215148348,"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."}}