{"id":"W4384663774","doi":"10.1097/ceh.0000000000000523","title":"Teaching Observation as a Faculty Development Tool in Medical Education: A Scoping Review","year":2023,"lang":"en","type":"review","venue":"Journal of Continuing Education in the Health Professions","topic":"Innovations in Medical Education","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Medical Protective Association; Ottawa Hospital; University of Ottawa","funders":"","keywords":"Formative assessment; Terminology; Medical education; Faculty development; Inclusion (mineral); Coaching; Psychology; Professional development; Medicine; Pedagogy","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":[0.0511484,0.001374824,0.004405541,0.0239294,0.001975701,0.007589619,0.002989248,0.003971668,0.002491378],"category_scores_gemma":[0.1786402,0.001670451,0.004247629,0.02811877,0.002816903,0.007222793,0.003482919,0.002300301,0.0005155779],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007291953,"about_ca_system_score_gemma":0.0319609,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01176424,"about_ca_topic_score_gemma":0.02144473,"domain_scores_codex":[0.9562164,0.01994742,0.01333848,0.002082299,0.007637301,0.0007780395],"domain_scores_gemma":[0.7086952,0.2430372,0.02423885,0.003555233,0.01922091,0.001252497],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0001410348,0.00009435689,0.002268308,0.6500058,0.001229305,0.0001670166,0.002999578,0.0002770678,0.0002548019,0.001284937,0.003324261,0.3379534],"study_design_scores_gemma":[0.00002446339,0.00009225434,0.002264573,0.9740081,0.002515121,0.0001870849,0.001391217,0.0001066612,0.0001857574,0.0002958334,0.01890584,0.00002299653],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001234372,0.9961856,0.0005150267,0.0006909413,0.0002539815,0.0003714386,0.00007815801,0.000009755781,0.0006607195],"genre_scores_gemma":[0.01261859,0.9841387,0.001704128,0.0003484541,0.0001548701,0.0008297498,0.00009602643,0.000007656716,0.0001018437],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.0511484,"threshold_uncertainty_score":0.2705019,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1705807321491198,"score_gpt":0.5776445270881845,"score_spread":0.4070637949390647,"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."}}