{"id":"W2791588799","doi":"10.1136/bmjopen-2017-019796","title":"Proportion of women presenters at medical grand rounds at major academic centres in Canada: a retrospective observational study","year":2018,"lang":"en","type":"article","venue":"BMJ Open","topic":"Diversity and Career in Medicine","field":"Social Sciences","cited_by":31,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Michael's Hospital; University of Calgary; University of Toronto","funders":"","keywords":"Medicine; Workforce; Family medicine; Demography; Cross-sectional study; Observational study; Equity (law); Academic medicine; Gender equity; Retrospective cohort study; Medical education; Internal medicine; Social science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.000693207,0.0003431665,0.0005329951,0.001723475,0.002046965,0.001137538,0.001104756,0.000551723,0.001790226],"category_scores_gemma":[0.002419405,0.000551744,0.0004639452,0.003513104,0.0008567542,0.0006000987,0.0009698633,0.0006703582,0.0003410262],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01093729,"about_ca_system_score_gemma":0.01003369,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9083866,"about_ca_topic_score_gemma":0.9180153,"domain_scores_codex":[0.9984841,0.0001080655,0.0001183543,0.0002539128,0.0005932344,0.0004423768],"domain_scores_gemma":[0.9976599,0.0001450122,0.0008362086,0.00006285851,0.0006425874,0.000653465],"domain_codex":null,"domain_gemma":"incentives","domain_candidate":"incentives","domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003607517,0.00001434585,0.9986985,0.00001652242,0.00001527876,0.00005600774,0.0002670301,0.00001230161,0.0000652389,0.0000129866,0.0002119382,0.0005938172],"study_design_scores_gemma":[0.000002911917,0.00003218712,0.9981483,0.00001525837,0.00001026831,0.0001107077,0.00131904,0.00006464719,0.00002801529,0.000005358191,0.0002572892,0.000006113098],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9962364,0.000402771,0.00007049304,0.0001516628,0.000006423954,0.00004550457,0.002182059,0.00000942698,0.0008953143],"genre_scores_gemma":[0.9983684,0.0003480038,0.00009547651,0.0001026258,0.000005714382,0.00002041901,0.0007508517,0.000004225001,0.0003043207],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9993068,"threshold_uncertainty_score":0.1843057,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1314028670953448,"score_gpt":0.4123087569843105,"score_spread":0.2809058898889656,"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."}}