{"id":"W2157904950","doi":"10.3109/01421591003677905","title":"Faculty development: Yesterday, today and tomorrow: Guide supplement 33.2 – Viewpoint","year":2010,"lang":"en","type":"article","venue":"Medical Teacher","topic":"Innovations in Medical Education","field":"Medicine","cited_by":19,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Association for Co-operative Education; University of Toronto","funders":"","keywords":"Yesterday; Medical education; Health professionals; Health care; Engineering ethics; Medicine; Political science; Engineering","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":[0.002107788,0.0006450434,0.0005354451,0.001383901,0.002049902,0.002247744,0.001529501,0.003519175,0.2390112],"category_scores_gemma":[0.006430445,0.0007414197,0.0004476199,0.00104483,0.000602944,0.001942478,0.001790857,0.002352928,0.2583751],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001425334,"about_ca_system_score_gemma":0.006186235,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01189996,"about_ca_topic_score_gemma":0.05270969,"domain_scores_codex":[0.9983406,0.0003530952,0.0001205407,0.00009972433,0.0008885548,0.0001974928],"domain_scores_gemma":[0.9921445,0.001044172,0.0003339561,0.0003302392,0.004302145,0.001844849],"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":[0.000004334656,0.00002686591,0.00005615669,0.00003503521,2.566205e-7,0.00001888309,0.00006560576,0.00001533478,0.0001395075,0.0001590134,0.9768083,0.02267083],"study_design_scores_gemma":[0.000009740023,0.00001985652,0.0007970211,0.0001023736,6.097473e-7,0.00004938463,0.000154758,0.00001967621,0.00004801304,0.0002469409,0.9985443,0.000007278325],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"editorial","genre_scores_codex":[0.001780055,0.004319811,0.005633461,0.07745551,0.0150336,0.003169482,0.004952451,0.00535719,0.8822985],"genre_scores_gemma":[0.003086874,0.002695845,0.009426953,0.02543805,0.002059398,0.001287534,0.001654375,0.0007224749,0.9536285],"genre_candidate":"editorial","genre_consensus":null,"teacher_disagreement_score":0.2390112,"threshold_uncertainty_score":0.799572,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02327259859268156,"score_gpt":0.3614287394589101,"score_spread":0.3381561408662286,"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."}}