{"id":"W4402325151","doi":"10.1111/medu.15531","title":"Putting ‘leader’ back into leadership training","year":2024,"lang":"en","type":"letter","venue":"Medical Education","topic":"Mentoring and Academic Development","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"","keywords":"Training (meteorology); Medical education; Psychology; Medicine; Geography","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":["research_integrity","insufficient_payload"],"category_scores_codex":[0.001126353,0.0003105695,0.0003267326,0.0002421199,0.00007426737,0.00006687942,0.0004823756,0.001781257,0.01670807],"category_scores_gemma":[0.0008904601,0.0002883186,0.0001009988,0.0002441005,0.0001124855,0.00004049627,0.00005514408,0.004240044,0.01147762],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002821606,"about_ca_system_score_gemma":0.001780526,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000850647,"about_ca_topic_score_gemma":0.000001721512,"domain_scores_codex":[0.9969109,0.0002019468,0.0005641864,0.0007212449,0.000886646,0.0007150333],"domain_scores_gemma":[0.9990349,0.0002773501,0.0001443054,0.0003182441,0.00003970943,0.0001854828],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[9.812513e-7,0.00002314089,0.00001260928,0.0003785114,0.00005451135,0.00003877229,0.01563978,1.455506e-8,7.19247e-7,0.00008211901,0.6624914,0.3212774],"study_design_scores_gemma":[0.0001095545,0.00001558571,0.00003584349,0.001615077,0.00004426301,0.00005465113,0.002934793,0.000005842568,0.000002756584,0.001228759,0.9936928,0.0002600683],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.00009371823,0.002720199,0.0001176008,0.9061691,0.04703128,0.0001696526,0.000001384291,0.0001475604,0.04354951],"genre_scores_gemma":[0.0002995946,0.0000202043,0.001216282,0.7741825,0.02747026,0.000183741,0.000391794,0.00007765705,0.196158],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.3312013,"threshold_uncertainty_score":0.9999569,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1366924003345926,"score_gpt":0.3909881773065176,"score_spread":0.2542957769719251,"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."}}