{"id":"W4389705498","doi":"10.1055/s-0043-1777430","title":"Gender Representation on North American Ophthalmology Societies' Governance Boards","year":2023,"lang":"en","type":"article","venue":"Journal of Academic Ophthalmology","topic":"Diversity and Career in Medicine","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University; University of Toronto; University of Alberta; McGill University Health Centre; University of Calgary; University of British Columbia","funders":"","keywords":"Interquartile range; Medicine; Editorial board; Institutional review board; Ophthalmology; Corporate governance; Demography; Family medicine; Library science; Internal medicine; Management; Sociology; Surgery","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002032072,0.0001325625,0.0004126925,0.0001794923,0.0002899381,0.00001806611,0.0008852525,0.0002342173,0.0003827958],"category_scores_gemma":[0.001097296,0.0001244741,0.0001751321,0.001048466,0.001006775,0.0002336703,0.0001187618,0.00110758,0.0001499276],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002154271,"about_ca_system_score_gemma":0.0003274782,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001849253,"about_ca_topic_score_gemma":0.00000347451,"domain_scores_codex":[0.9971406,0.000517082,0.0004557101,0.000225732,0.001164873,0.0004959696],"domain_scores_gemma":[0.9981049,0.0005266508,0.0007490356,0.0001517455,0.0002519441,0.0002157043],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004164407,0.00009610937,0.7452831,0.00002532956,0.0002167823,0.0052487,0.01788108,0.0005579769,0.0001849624,0.004875842,0.2192746,0.00593909],"study_design_scores_gemma":[0.0007829762,0.001051281,0.9392056,0.00003310601,0.00007803983,0.002783424,0.03199744,0.00001632966,0.00005787408,0.004612991,0.01914468,0.0002362447],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9601896,0.0001511496,0.000007068986,0.008759473,0.001819349,0.00009379179,0.000009782629,0.00002830462,0.02894146],"genre_scores_gemma":[0.9929258,0.001305807,0.00009671925,0.0008434764,0.00123377,0.000002473608,0.000004931236,0.00001240241,0.003574633],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2001299,"threshold_uncertainty_score":0.5075908,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09237675953841072,"score_gpt":0.3981832309981463,"score_spread":0.3058064714597356,"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."}}