{"id":"W2012620886","doi":"10.1007/bf03019727","title":"The role of anesthesiologists in Canadian undergraduate medical education","year":2001,"lang":"en","type":"article","venue":"Canadian Journal of Anesthesia/Journal canadien d anesthésie","topic":"Simulation-Based Education in Healthcare","field":"Medicine","cited_by":27,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Medicine; Medical education; Curriculum; Anesthesiology; Airway management; Clinical clerkship; Anesthesia; Psychology; Airway; Pedagogy","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":[0.0112642,0.0003397247,0.0002790241,0.002555685,0.01307979,0.006621572,0.002582559,0.003686518,0.01097917],"category_scores_gemma":[0.03397327,0.0005190868,0.0003631396,0.002250048,0.004370077,0.001514621,0.004762619,0.004009,0.0005873677],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.06762967,"about_ca_system_score_gemma":0.2797241,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8716194,"about_ca_topic_score_gemma":0.9629466,"domain_scores_codex":[0.9865171,0.002983036,0.0004267127,0.0004589835,0.004727754,0.004886506],"domain_scores_gemma":[0.909996,0.006026404,0.002123436,0.0004451143,0.01744164,0.06396748],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0005808107,0.000825082,0.2292573,0.001114117,0.00008127068,0.001630996,0.0311569,0.001032708,0.001594658,0.03867052,0.2811375,0.4129182],"study_design_scores_gemma":[0.0001676026,0.0004336648,0.3448973,0.001599237,0.00007510386,0.0007123944,0.04622331,0.0008667057,0.0004987835,0.005089459,0.5992585,0.0001779938],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.2586463,0.0406543,0.001049234,0.5599646,0.008272484,0.0002156328,0.0003634199,0.0001145986,0.1307195],"genre_scores_gemma":[0.9361759,0.01884985,0.001341466,0.02547481,0.001015954,0.00006153517,0.0001560957,0.00004066595,0.01688381],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9323703,"threshold_uncertainty_score":0.4906899,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01258061888201567,"score_gpt":0.279746798386772,"score_spread":0.2671661795047564,"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."}}