{"id":"W2100681618","doi":"10.1097/acm.0b013e3181900f4b","title":"Evolving Curriculum Design: A Novel Framework for Continuous, Timely, and Relevant Curriculum Adaptation in Faculty Development","year":2008,"lang":"en","type":"review","venue":"Academic Medicine","topic":"Innovations in Medical Education","field":"Medicine","cited_by":35,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Michael's Hospital; University of Toronto","funders":"","keywords":"Curriculum; Adaptation (eye); Flexibility (engineering); Context (archaeology); Curriculum development; Professional development; Medical education; Curriculum theory; Faculty development; Relevance (law); Curriculum mapping; Delphi method; Process (computing); Computer science; Engineering ethics; Psychology; Pedagogy; Medicine; Political science; Engineering; Management","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":[0.05062017,0.001923806,0.0007911006,0.006171708,0.00734144,0.01628668,0.005846911,0.004963316,0.003918302],"category_scores_gemma":[0.03839169,0.001287584,0.001659087,0.003541351,0.03162477,0.01147941,0.0114834,0.00496903,0.0009355449],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01421291,"about_ca_system_score_gemma":0.02518101,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008133406,"about_ca_topic_score_gemma":0.01457758,"domain_scores_codex":[0.92378,0.06272323,0.003051423,0.004131957,0.004644995,0.00166845],"domain_scores_gemma":[0.9730625,0.01809692,0.001974185,0.002611823,0.002415853,0.001838697],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00004662998,0.0001851957,0.001972184,0.0008711624,0.00004556992,0.0004982311,0.07754368,0.004630551,0.001512609,0.7467857,0.004453687,0.1614548],"study_design_scores_gemma":[0.0001225832,0.0005019209,0.001837241,0.002367733,0.0001171867,0.001209546,0.04407164,0.02475125,0.002678002,0.5597783,0.3623891,0.0001754331],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"review","genre_scores_codex":[0.007308479,0.001172739,0.9443419,0.008708918,0.0002736831,0.00213048,0.00007358498,0.0005103194,0.03547983],"genre_scores_gemma":[0.05291846,0.0003715162,0.9418224,0.0003958158,0.00003613872,0.001940301,0.00008032488,0.00007669808,0.002358567],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.05062017,"threshold_uncertainty_score":0.2677082,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1275661935584158,"score_gpt":0.4246111306860924,"score_spread":0.2970449371276766,"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."}}