{"id":"W6958130047","doi":"10.6084/m9.figshare.26496222.v1","title":"Competency based medical education implementation at the institutional level: A cross-discipline comparative program evaluation","year":2024,"lang":"en","type":"article","venue":"Figshare","topic":"Innovations in Medical Education","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Institution; Program evaluation; Quality (philosophy); Interpretation (philosophy); Academic program; Evaluation methods; Academic institution","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.05952116,0.0008002848,0.0008769597,0.001875276,0.003112822,0.002202493,0.002249763,0.001438168,0.002008392],"category_scores_gemma":[0.05590895,0.0005759222,0.001181692,0.002282001,0.001928356,0.003070608,0.004096664,0.001853755,0.0002681853],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01059772,"about_ca_system_score_gemma":0.01629625,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01118133,"about_ca_topic_score_gemma":0.02227065,"domain_scores_codex":[0.9499336,0.03731639,0.002937328,0.001346988,0.004376761,0.004088861],"domain_scores_gemma":[0.9569252,0.01661703,0.004388681,0.003325478,0.01478228,0.003961339],"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":[0.01720809,0.2108292,0.1192078,0.005077601,0.001120725,0.0009069262,0.1098963,0.003408654,0.008928813,0.003732061,0.003394578,0.5162892],"study_design_scores_gemma":[0.01142344,0.4297115,0.3723834,0.003261847,0.001598541,0.0005670121,0.128271,0.003478505,0.02561726,0.001425437,0.02191745,0.0003446135],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9898878,0.0002018327,0.001663537,0.0001933317,0.00003583498,0.005889555,0.0001460932,0.00002967644,0.001952344],"genre_scores_gemma":[0.9785897,0.0003651061,0.01045987,0.0002984599,0.00003433594,0.009190912,0.0002775629,0.00002124036,0.0007628564],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05952116,"threshold_uncertainty_score":0.3147818,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1881355198847112,"score_gpt":0.5464509121512988,"score_spread":0.3583153922665876,"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."}}