{"id":"W139864704","doi":"10.26443/mjm.v9i1.606","title":"Management and Leadership Development Programs for the Medical Community at McGill University","year":2020,"lang":"en","type":"article","venue":"McGill Journal of Medicine","topic":"Health Sciences Research and Education","field":"Health Professions","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Sherbrooke","funders":"Royal College of Physicians and Surgeons of Canada; McGill University","keywords":"Medicine; Medical education; Family medicine","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":true,"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":[0.002302835,0.0005135596,0.0003059002,0.001078056,0.009119896,0.002113933,0.001879152,0.001571167,0.1669103],"category_scores_gemma":[0.005964978,0.0006258833,0.0003525549,0.0004806323,0.001207802,0.0008386569,0.004648343,0.001757508,0.01016378],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01023939,"about_ca_system_score_gemma":0.1003952,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1545788,"about_ca_topic_score_gemma":0.6651643,"domain_scores_codex":[0.9958923,0.0007179709,0.00008630004,0.0002602315,0.001121407,0.001921819],"domain_scores_gemma":[0.9533716,0.0009663962,0.0008709033,0.0004234449,0.004402478,0.03996513],"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":[0.0008648192,0.002463536,0.04824074,0.0004791222,0.00003626653,0.00109964,0.001378314,0.0003386658,0.007056671,0.002408477,0.7211775,0.2144563],"study_design_scores_gemma":[0.0006318229,0.001450517,0.3556612,0.0008438691,0.00003904372,0.0006040643,0.006204225,0.001417875,0.002694468,0.0009277095,0.6294105,0.0001147741],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.3866007,0.003744258,0.002147851,0.2563109,0.006818881,0.003398482,0.004102843,0.001070413,0.3358058],"genre_scores_gemma":[0.3846397,0.001636671,0.004877228,0.03680208,0.001136394,0.001820457,0.0009943772,0.0002079056,0.5678853],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1669103,"threshold_uncertainty_score":0.5583707,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.589752698593628,"score_gpt":0.4748138705965036,"score_spread":0.1149388279971244,"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."}}