{"id":"W4409653311","doi":"","title":"[COMPETENCE BASED MEDICAL EDUCATION].","year":2025,"lang":"en","type":"article","venue":"PubMed","topic":"Health and Medical Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Competence (human resources); Medical education; Social psychology","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":[0.002632041,0.0008021332,0.0007345179,0.002782631,0.001047286,0.004643129,0.001920379,0.003450361,0.1547463],"category_scores_gemma":[0.01154738,0.0002130606,0.0004698067,0.002929493,0.001974621,0.003521358,0.004138728,0.004716195,0.07344183],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002293586,"about_ca_system_score_gemma":0.006030763,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005142991,"about_ca_topic_score_gemma":0.006607385,"domain_scores_codex":[0.9977732,0.000693289,0.0001937274,0.0002400487,0.0009502466,0.0001494319],"domain_scores_gemma":[0.9956871,0.001080411,0.0003480456,0.0002734406,0.001669273,0.0009417472],"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":[0.00001973603,0.0000463069,0.0002293205,0.0008746742,0.000007962989,0.0001113215,0.0003326889,0.00006958201,0.00007036451,0.03642499,0.5960783,0.3657347],"study_design_scores_gemma":[0.00001134974,0.0000218935,0.0008775749,0.001401115,0.000004562635,0.0005086137,0.0001182144,0.00005600879,0.00002294356,0.01227027,0.9846984,0.000009054778],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0008254332,0.1238757,0.008306503,0.08639903,0.0212085,0.000477233,0.001921257,0.001240147,0.7557462],"genre_scores_gemma":[0.03098594,0.1743968,0.01951578,0.07778535,0.01605186,0.001555193,0.003842047,0.0007145825,0.6751524],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1547463,"threshold_uncertainty_score":0.517678,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05957290767966855,"score_gpt":0.4536308116201118,"score_spread":0.3940579039404432,"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."}}