{"id":"W3198162247","doi":"10.22454/fammed.2021.512946","title":"A Master Class in Family Doctor Leadership: Evaluating an Innovative Program","year":2021,"lang":"en","type":"article","venue":"Family Medicine","topic":"Innovations in Medical Education","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Michael's Hospital; The Wilson Centre; University of Toronto; University Health Network; North York General Hospital; Women's College Hospital","funders":"","keywords":"Likert scale; Thematic analysis; Medical education; Psychology; Curriculum; Leadership development; Class (philosophy); Qualitative research; Medicine; Nursing; Pedagogy; Management; Sociology; 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":[0.01126708,0.0009147283,0.0007506762,0.001069104,0.001332832,0.001173041,0.001934751,0.001228617,0.003854122],"category_scores_gemma":[0.01810608,0.0004950695,0.001181617,0.0005316338,0.0009263892,0.001085091,0.002177755,0.001342978,0.0003619401],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00385371,"about_ca_system_score_gemma":0.007867727,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001517206,"about_ca_topic_score_gemma":0.002806632,"domain_scores_codex":[0.9940544,0.003100172,0.0002928092,0.0004873902,0.001198111,0.0008671299],"domain_scores_gemma":[0.9875799,0.004673878,0.001425781,0.0007635119,0.001206356,0.004350611],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.02665716,0.2813847,0.03327082,0.002493205,0.0003910345,0.0002826434,0.007991429,0.002491223,0.004774679,0.0005903098,0.002307606,0.6373652],"study_design_scores_gemma":[0.03309496,0.8108042,0.1307175,0.0008510571,0.0004933678,0.00021867,0.004460735,0.002889429,0.007701532,0.0005851049,0.008087213,0.00009628536],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9885979,0.000188838,0.001000752,0.0002790057,0.00008373246,0.008262916,0.0001139276,0.00005765009,0.001415387],"genre_scores_gemma":[0.9481145,0.0007804642,0.02208515,0.0006816649,0.0002745862,0.02545764,0.0003597049,0.0000280366,0.002218337],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01126708,"threshold_uncertainty_score":0.0595867,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3197814181062839,"score_gpt":0.4659143242112479,"score_spread":0.146132906104964,"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."}}