{"id":"W3200675161","doi":"10.36834/cmej.72551","title":"To lead or to influence?","year":2021,"lang":"en","type":"article","venue":"Canadian Medical Education Journal","topic":"Innovations in Medical Education","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ottawa Hospital; University of Toronto; University of Alberta","funders":"","keywords":"Framing (construction); Set (abstract data type); Scope (computer science); Public relations; Psychology; Engineering ethics; Political science; Engineering; Computer science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.008483671,0.0004488711,0.000475594,0.00121679,0.007405937,0.01107795,0.00137312,0.00393571,0.0200162],"category_scores_gemma":[0.02877722,0.0002272203,0.0004876788,0.0008800538,0.02407081,0.009911044,0.005963214,0.005195878,0.004945827],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006811702,"about_ca_system_score_gemma":0.01092477,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01687773,"about_ca_topic_score_gemma":0.02184005,"domain_scores_codex":[0.9867027,0.006802539,0.0002596859,0.001573587,0.002401536,0.002259893],"domain_scores_gemma":[0.988044,0.003621297,0.0009262646,0.0008966045,0.001810861,0.004701101],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00004270439,0.00007207615,0.006180559,0.0002773947,0.00002613013,0.0006277325,0.09154323,0.00007882635,0.0001770195,0.665722,0.1576508,0.07760151],"study_design_scores_gemma":[0.00002257721,0.00003688773,0.002311388,0.0006993252,0.00001819107,0.0007569748,0.0494904,0.0001502641,0.0002062971,0.1638561,0.782414,0.00003761696],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"editorial","genre_scores_codex":[0.02070981,0.01280584,0.0073832,0.413972,0.008192962,0.00009448495,0.0001209969,0.0001781358,0.5365427],"genre_scores_gemma":[0.8090113,0.009727318,0.003419935,0.08646402,0.003218564,0.0001622219,0.0001453434,0.0001839652,0.08766732],"genre_candidate":"editorial","genre_consensus":null,"teacher_disagreement_score":0.0200162,"threshold_uncertainty_score":0.06696081,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01573641533940466,"score_gpt":0.3588439630566942,"score_spread":0.3431075477172896,"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."}}