{"id":"W2756095970","doi":"10.1097/acm.0000000000001896","title":"Competency-Based Medical Education in the Internal Medicine Clerkship: A Report From the Alliance for Academic Internal Medicine Undergraduate Medical Education Task Force","year":2017,"lang":"en","type":"article","venue":"Academic Medicine","topic":"Innovations in Medical Education","field":"Medicine","cited_by":45,"is_retracted":false,"has_abstract":true,"ca_institutions":"Iron Ore Company (Canada)","funders":"","keywords":"Accreditation; Medical education; Graduate medical education; Competence (human resources); Educational measurement; Documentation; MEDLINE; Task (project management); Task force; Medicine; Core competency; Clinical clerkship; Curriculum; Psychology; Computer science; 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":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","metaepi_narrow","sts","research_integrity","insufficient_payload"],"consensus_categories":["research_integrity"],"category_scores_codex":[0.01347132,0.0007558013,0.00136946,0.0004557669,0.0008031037,0.00003428837,0.004323616,0.001370204,0.001912367],"category_scores_gemma":[0.1339655,0.0004156284,0.000166047,0.0008292669,0.004568986,0.0003935527,0.0002519166,0.006451932,0.00004625138],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006448186,"about_ca_system_score_gemma":0.01420882,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004772978,"about_ca_topic_score_gemma":0.0006059459,"domain_scores_codex":[0.9885271,0.0005763455,0.003479572,0.001302566,0.005141935,0.0009724764],"domain_scores_gemma":[0.9900626,0.003190826,0.00227743,0.002597578,0.001075047,0.0007965097],"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":[0.0005232859,0.0002335653,0.0449249,0.0002535151,0.0001406868,0.0001045222,0.004889751,0.000001286328,0.0003810368,0.02523089,0.8109413,0.1123753],"study_design_scores_gemma":[0.02175079,0.001712489,0.1779768,0.05407877,0.001587178,0.005097515,0.01992882,0.01656029,0.0001430504,0.1625157,0.537452,0.001196666],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.06311996,0.005661141,0.01763734,0.8927116,0.008945495,0.002672199,0.000008269103,0.0001150874,0.009128856],"genre_scores_gemma":[0.7618645,0.003488988,0.001216179,0.2015347,0.02312153,0.001131288,0.001548402,0.0001206818,0.005973632],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.6987446,"threshold_uncertainty_score":0.9999262,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03767007884631678,"score_gpt":0.4212099812130811,"score_spread":0.3835399023667643,"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."}}