{"id":"W1976775042","doi":"10.1097/mlg.0b013e31818208e7","title":"Undergraduate Otolaryngology Education in Canadian Medical Schools","year":2008,"lang":"en","type":"article","venue":"The Laryngoscope","topic":"Surgical Simulation and Training","field":"Medicine","cited_by":60,"is_retracted":false,"has_abstract":true,"ca_institutions":"SickKids Foundation; University of Toronto","funders":"","keywords":"Otorhinolaryngology; Medicine; Curriculum; Medical education; Medical school; Family medicine; Surgery; Pedagogy; Psychology","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":[0.00154906,0.0002426447,0.0001901481,0.00173968,0.002633306,0.001033879,0.0008511624,0.0004235094,0.005035853],"category_scores_gemma":[0.00824372,0.0003297492,0.0001984906,0.002924472,0.000843889,0.0003723845,0.001154236,0.0004779511,0.0002469817],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.03228543,"about_ca_system_score_gemma":0.08323056,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.9162624,"about_ca_topic_score_gemma":0.9635517,"domain_scores_codex":[0.9963217,0.0002769852,0.0001237173,0.0002490817,0.001991672,0.001036881],"domain_scores_gemma":[0.9876049,0.0006315346,0.001464637,0.0001043311,0.003662375,0.00653232],"domain_codex":null,"domain_gemma":"evaluation","domain_candidate":"evaluation","domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002688651,0.0003054624,0.8183206,0.0006121725,0.00003346688,0.0004061539,0.01100889,0.0005415271,0.002017789,0.0009503667,0.01408076,0.1514539],"study_design_scores_gemma":[0.00001939234,0.0001357566,0.9827471,0.0001146918,0.000007889664,0.0001548718,0.005633141,0.0001988572,0.0002248777,0.00004068184,0.01070619,0.0000166056],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9877934,0.001290526,0.0001774071,0.002631405,0.00006535998,0.00009608614,0.0006413285,0.00005745,0.007247037],"genre_scores_gemma":[0.9957658,0.001028614,0.0004597158,0.0003556427,0.00002672018,0.00002539378,0.0004246657,0.000007000673,0.001906457],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9984509,"threshold_uncertainty_score":0.2342482,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02037018919907662,"score_gpt":0.3061547611303811,"score_spread":0.2857845719313045,"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."}}