{"id":"W2979199356","doi":"10.7759/cureus.5855","title":"Developing Residents as Medical Educators via the McMaster Multidisciplinary Academic Day Planning Committee","year":2019,"lang":"en","type":"article","venue":"Cureus","topic":"Innovations in Medical Education","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University Medical Centre; McMaster University","funders":"","keywords":"Curriculum; Medicine; Medical education; Multidisciplinary approach; Professional development; Delegation; Psychology; Pedagogy; Management; Political science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"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":[0.005598702,0.000478471,0.0001561282,0.0008925029,0.002609109,0.001914902,0.00190643,0.0006001573,0.01001979],"category_scores_gemma":[0.009772015,0.0005926244,0.000306636,0.0004830108,0.00092415,0.001000433,0.005736392,0.001185366,0.00202813],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002003684,"about_ca_system_score_gemma":0.01459382,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007512856,"about_ca_topic_score_gemma":0.04021849,"domain_scores_codex":[0.9962783,0.001841545,0.0001546826,0.0002195219,0.0007187644,0.0007871928],"domain_scores_gemma":[0.9856753,0.0008501906,0.001198777,0.0004648025,0.001713239,0.01009772],"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":[0.0002205988,0.002872831,0.08778673,0.0008886876,0.00002932972,0.001281079,0.05092676,0.0002811142,0.00725057,0.0009248197,0.1317976,0.7157398],"study_design_scores_gemma":[0.0001742813,0.004563977,0.3281518,0.001093945,0.0000612085,0.002697417,0.1340764,0.0009338823,0.008341947,0.001192235,0.5185314,0.0001815016],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"other","genre_scores_codex":[0.9011781,0.001715675,0.007388305,0.01115265,0.0007847772,0.003458347,0.0004591374,0.001443661,0.07241938],"genre_scores_gemma":[0.9010755,0.002080853,0.04251397,0.004664582,0.0002660843,0.001837853,0.0004933553,0.0001361796,0.04693163],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.01001979,"threshold_uncertainty_score":0.03351951,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03528230780903842,"score_gpt":0.3921268049527528,"score_spread":0.3568444971437144,"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."}}