{"id":"W2117554785","doi":"10.1155/2014/286081","title":"Faculty Development Effectiveness: Insights from a Program Evaluation","year":2014,"lang":"en","type":"article","venue":"Journal of Biomedical Education","topic":"Innovations in Medical Education","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"SickKids Foundation; Hospital for Sick Children; University of Toronto","funders":"University of Toronto","keywords":"Facilitator; Coaching; Medical education; Psychology; Experiential learning; Scholarship; Program evaluation; Faculty development; Professional development; Pedagogy; Medicine; Social psychology; Political science","routes":{"ca_aff":true,"ca_fund":true,"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":[0.08250881,0.0006918857,0.001080154,0.003254519,0.004895892,0.004583401,0.002072519,0.001120539,0.002676639],"category_scores_gemma":[0.09397075,0.0004567894,0.0008122551,0.00332703,0.001989254,0.002804728,0.003905371,0.001862951,0.0004061317],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01549011,"about_ca_system_score_gemma":0.01894628,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008293759,"about_ca_topic_score_gemma":0.01500297,"domain_scores_codex":[0.9166052,0.06129204,0.003266698,0.001229103,0.01239028,0.005216576],"domain_scores_gemma":[0.8782457,0.06819641,0.006800621,0.002196523,0.03682198,0.007738871],"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":[0.005036392,0.03345011,0.07310015,0.004425255,0.000343394,0.0008908045,0.2015786,0.001574897,0.003923224,0.003041673,0.01333969,0.6592958],"study_design_scores_gemma":[0.003156755,0.06421818,0.3393462,0.004875191,0.001147027,0.0007708907,0.4604905,0.004825019,0.02252221,0.002539786,0.0957364,0.0003717591],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9702337,0.001131161,0.003163896,0.002965882,0.0001074594,0.005492665,0.0005212615,0.00007634656,0.01630765],"genre_scores_gemma":[0.9856779,0.00108995,0.00517554,0.0006291721,0.00006657343,0.003675885,0.0003321946,0.00005412422,0.003298507],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08250881,"threshold_uncertainty_score":0.4363535,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02978970154544628,"score_gpt":0.4065666073009607,"score_spread":0.3767769057555144,"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."}}