{"id":"W4399549428","doi":"10.21037/amj-23-223","title":"A cross-sectional evaluation of the Medical Student Symposium at the Canadian Ophthalmological Society Annual Meeting: a quality improvement survey","year":2024,"lang":"en","type":"article","venue":"AME Medical Journal","topic":"Diversity and Career in Medicine","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; University of Ottawa; McGill University; Ottawa Hospital; Queen's University; University of Alberta","funders":"","keywords":"Medicine; Cross-sectional study; Optometry; Quality (philosophy); Medical education; Family medicine; Environmental health; Ophthalmology; Pathology","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":[],"consensus_categories":[],"category_scores_codex":[0.01027976,0.0002654327,0.0004301101,0.002035001,0.001208511,0.0009085685,0.0009298934,0.0006420657,0.001157169],"category_scores_gemma":[0.02103638,0.0003642267,0.00054182,0.003338328,0.0005992433,0.001039478,0.001062488,0.0008624878,0.0002015638],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003956505,"about_ca_system_score_gemma":0.00529537,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.08945066,"about_ca_topic_score_gemma":0.1243916,"domain_scores_codex":[0.9927922,0.002068733,0.0008602455,0.0005160226,0.003000125,0.0007625701],"domain_scores_gemma":[0.9761825,0.003684929,0.008712463,0.0005373798,0.00699178,0.003890847],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001394013,0.0003211168,0.9898905,0.0001152684,0.00006022177,0.00003797778,0.001806769,0.00005855874,0.0001809757,0.00001388496,0.0009614845,0.00641389],"study_design_scores_gemma":[0.00000790915,0.0002448384,0.9979057,0.000013351,0.0000108837,0.00001759658,0.001366517,0.0001037854,0.00003566989,0.000001948194,0.0002857413,0.000006013991],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9965814,0.0002285361,0.0002363854,0.0004277712,0.00001838412,0.0003488812,0.001189705,0.00001950678,0.0009494198],"genre_scores_gemma":[0.9981055,0.0001853559,0.0004730296,0.0001861618,0.00001866271,0.000213903,0.0006533458,0.000004943692,0.0001589726],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9105493,"threshold_uncertainty_score":0.17786,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09252712070138419,"score_gpt":0.4453181525223742,"score_spread":0.35279103182099,"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."}}