{"id":"W2801702634","doi":"10.1136/leader-2018-000069","title":"Finding a path to growth as a leader: a medical learner perspective","year":2018,"lang":"en","type":"article","venue":"BMJ Leader","topic":"Innovations in Medical Education","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; McGill University; McGill University Health Centre","funders":"","keywords":"Commit; Perspective (graphical); Medical education; Leadership development; Curriculum; Summit; Neuroleadership; Psychology; Leadership studies; Medicine; Pedagogy; Leadership style; Political science; Public relations; Computer 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":[0.02358916,0.0004069329,0.0007723545,0.001382896,0.007727933,0.01610969,0.002845407,0.01587338,0.004145877],"category_scores_gemma":[0.07229397,0.0002878348,0.0006421228,0.0007758293,0.01471126,0.01529076,0.008600304,0.02240879,0.001860446],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003459009,"about_ca_system_score_gemma":0.01064563,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001588857,"about_ca_topic_score_gemma":0.003207183,"domain_scores_codex":[0.96873,0.0220095,0.001101966,0.00117989,0.004452489,0.002526211],"domain_scores_gemma":[0.9315192,0.04428418,0.003883901,0.0007897719,0.008152885,0.01136999],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001541782,0.0003161065,0.0116651,0.001799927,0.0001148619,0.004243384,0.3374408,0.0002806513,0.0006195037,0.1056963,0.4487961,0.08887309],"study_design_scores_gemma":[0.0000627124,0.0004093452,0.002647907,0.004035464,0.00007569316,0.004325702,0.256053,0.0004429096,0.0007492923,0.03457176,0.6965007,0.0001255489],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.00864868,0.008663932,0.001013886,0.969906,0.005434515,0.00001164108,0.00001425076,0.00002244929,0.00628472],"genre_scores_gemma":[0.2799167,0.0269829,0.002085314,0.6566091,0.02408848,0.00008103608,0.00004134653,0.000125208,0.01006996],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02358916,"threshold_uncertainty_score":0.1247529,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04382415862118395,"score_gpt":0.4291033859828314,"score_spread":0.3852792273616474,"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."}}