{"id":"W4403766099","doi":"10.1016/j.jcjo.2024.09.008","title":"Disparities in cataract surgical training at the University of Toronto based on sex and medical school graduate type","year":2024,"lang":"en","type":"article","venue":"Canadian Journal of Ophthalmology","topic":"Intraocular Surgery and Lenses","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Medical education; Medical school; Medicine; Optometry; Psychology; Gerontology","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":[],"consensus_categories":[],"category_scores_codex":[0.0005402499,0.0002774122,0.000578311,0.001748695,0.0032452,0.001850464,0.001230626,0.0009577975,0.01187721],"category_scores_gemma":[0.004851658,0.0004455867,0.0007578159,0.003639106,0.0008133115,0.0007064723,0.002011433,0.001502984,0.0005658997],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0106419,"about_ca_system_score_gemma":0.01979983,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.8886689,"about_ca_topic_score_gemma":0.9565679,"domain_scores_codex":[0.9976997,0.0001756123,0.0001288892,0.0002454314,0.0004671374,0.001283121],"domain_scores_gemma":[0.9920503,0.0004772693,0.001841108,0.0001611762,0.001051126,0.00441904],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001255469,0.00008571579,0.9866328,0.00005260866,0.00007361732,0.0001268677,0.003054273,0.00008188275,0.0001780227,0.0009636587,0.005577836,0.003047222],"study_design_scores_gemma":[0.000006564109,0.00002041183,0.9954153,0.00006029454,0.00001322453,0.00004936895,0.003645704,0.00007153008,0.00002167502,0.00007065824,0.0006162501,0.000009134115],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9830366,0.0009113576,0.00005113352,0.003081698,0.000088495,0.00002855165,0.005308974,0.00001669071,0.007476593],"genre_scores_gemma":[0.9975878,0.0002661817,0.00003331969,0.00018823,0.00002389493,0.000009383957,0.0009418139,0.000006818535,0.0009425188],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8886689,"threshold_uncertainty_score":0.2239735,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04219311471287786,"score_gpt":0.2801495672949645,"score_spread":0.2379564525820866,"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."}}