{"id":"W2381061455","doi":"10.1016/j.jcjo.2016.03.008","title":"Developing educators for continuing professional development","year":2016,"lang":"en","type":"article","venue":"Canadian Journal of Ophthalmology","topic":"Innovations in Medical Education","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Licensure; Continuing professional development; Specialty; Medical education; Continuing medical education; Professional development; Revalidation; Faculty development; Narrative; Narrative review; Medicine; Continuing education; Psychology; Engineering ethics; Family medicine; Engineering","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.02313671,0.0005529863,0.0003651778,0.002230157,0.00534247,0.01052126,0.002316245,0.003970795,0.01143165],"category_scores_gemma":[0.06557743,0.0004725514,0.0004506826,0.001071852,0.002562391,0.006813796,0.009288684,0.006636899,0.003254758],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00597485,"about_ca_system_score_gemma":0.08146923,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007012214,"about_ca_topic_score_gemma":0.0229326,"domain_scores_codex":[0.9875964,0.005142583,0.0007830577,0.0007175257,0.004207233,0.001553268],"domain_scores_gemma":[0.9101787,0.01668171,0.005469783,0.00336641,0.02363346,0.04067],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00005193148,0.001181107,0.02756509,0.0008144259,0.00002594105,0.001107604,0.02161322,0.0003157026,0.002244474,0.04328246,0.1801051,0.7216929],"study_design_scores_gemma":[0.00009296269,0.0003421422,0.01236332,0.003334975,0.00005160542,0.001162967,0.04214223,0.000709999,0.003552385,0.02807291,0.9081079,0.00006656136],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.1079549,0.01762851,0.08161333,0.4758435,0.01240966,0.003658233,0.0002317989,0.001612263,0.2990479],"genre_scores_gemma":[0.4682645,0.01704479,0.3674131,0.04024199,0.001283546,0.002086191,0.0004595923,0.0002740105,0.1029322],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02313671,"threshold_uncertainty_score":0.1223601,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03831757767663685,"score_gpt":0.3590359881151609,"score_spread":0.3207184104385241,"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."}}