{"id":"W4410313521","doi":"10.1016/j.jcjo.2025.04.015","title":"Racial and ethnic diversity at the Canadian Ophthalmological Society annual meetings","year":2025,"lang":"en","type":"letter","venue":"Canadian Journal of Ophthalmology","topic":"Diversity and Career in Medicine","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Ottawa Hospital; University of Ottawa","funders":"","keywords":"Ethnic group; Diversity (politics); Racial diversity; Cultural diversity; Geography; Political science; Sociology; Anthropology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.002060252,0.0004193462,0.0006634122,0.001117976,0.01652554,0.002810958,0.00138289,0.0220668,0.015968],"category_scores_gemma":[0.00912537,0.0006071737,0.0008705242,0.0009238427,0.002202937,0.001192898,0.001257684,0.01760576,0.002614029],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02824061,"about_ca_system_score_gemma":0.03070376,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.5190021,"about_ca_topic_score_gemma":0.8307841,"domain_scores_codex":[0.9972698,0.0002741028,0.0001204713,0.0001329351,0.00104461,0.001158114],"domain_scores_gemma":[0.9899102,0.001201889,0.000278882,0.0001326742,0.002838495,0.005637879],"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":[0.00004999459,0.00007153346,0.005853964,0.00003516714,0.0000174662,0.003386042,0.0005712434,0.00004811639,0.0002188753,0.00116099,0.979562,0.009024551],"study_design_scores_gemma":[0.0001392757,0.000076845,0.04540866,0.0007252038,0.00006433537,0.003224975,0.007820278,0.0004488783,0.0002817521,0.002978832,0.9386954,0.0001356471],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.005507374,0.001394705,0.00004661125,0.9462237,0.01607177,0.00006063644,0.00009814904,0.00002367771,0.03057343],"genre_scores_gemma":[0.09338425,0.004036096,0.0003556995,0.7660215,0.03245611,0.000197391,0.0001205222,0.00006630184,0.1033622],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9979398,"threshold_uncertainty_score":0.9676611,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05669037884297344,"score_gpt":0.3068233054130534,"score_spread":0.2501329265700799,"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."}}