{"id":"W4229018137","doi":"10.12968/hmed.2021.0671","title":"How best can faculty development support teachers in clinical settings?","year":2022,"lang":"en","type":"article","venue":"British Journal of Hospital Medicine","topic":"Innovations in Medical Education","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Sherbrooke","funders":"","keywords":"Medicine; Faculty development; Medical education; Quality (philosophy); Clinical Practice; Professional development; Nursing","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"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":[0.03759144,0.0007588237,0.001024663,0.001814087,0.005709658,0.01796904,0.004203666,0.008549523,0.008630598],"category_scores_gemma":[0.1760308,0.0006589078,0.0006971472,0.001731451,0.004046911,0.01241767,0.01062776,0.006906565,0.006096894],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007974358,"about_ca_system_score_gemma":0.05189081,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009568532,"about_ca_topic_score_gemma":0.02127109,"domain_scores_codex":[0.9655442,0.02268099,0.001083845,0.001442992,0.004820274,0.004427806],"domain_scores_gemma":[0.8387673,0.03796159,0.008990655,0.004676512,0.01993299,0.08967092],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001599443,0.001324647,0.01517012,0.002772682,0.0001222069,0.0007874275,0.01287826,0.0007342331,0.0004615574,0.007297177,0.2759506,0.6823411],"study_design_scores_gemma":[0.0007862726,0.001284227,0.04037229,0.02015842,0.0002689411,0.00184189,0.1149903,0.001115963,0.001867354,0.04308621,0.7738122,0.0004159459],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.01880465,0.01447873,0.002654588,0.9421493,0.004427846,0.0001738681,0.00008544465,0.0003515478,0.01687409],"genre_scores_gemma":[0.6568153,0.06499493,0.06573853,0.1792558,0.006921461,0.001834859,0.0003498775,0.0004551668,0.0236342],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.03759144,"threshold_uncertainty_score":0.1988049,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02743011519610319,"score_gpt":0.3501025891060197,"score_spread":0.3226724739099165,"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."}}