{"id":"W6964005025","doi":"10.25417/uic.19187579","title":"Medical School Use of Competency Frameworks in Learning Objectives and Curriculum","year":2022,"lang":"en","type":"article","venue":"University of Illinois Chicago","topic":"Innovations in Medical Education","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Accreditation; Curriculum; Medical school; Set (abstract data type); Graduate medical education; Core competency; Event (particle physics); Educational measurement","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":[0.01403782,0.0002305982,0.0002355101,0.002029884,0.001230906,0.003023842,0.001079718,0.0005621221,0.002696075],"category_scores_gemma":[0.05868465,0.000256224,0.0004056273,0.001694727,0.001375172,0.002555555,0.004590317,0.001519455,0.0005138624],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005585127,"about_ca_system_score_gemma":0.01796298,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01777906,"about_ca_topic_score_gemma":0.046746,"domain_scores_codex":[0.9797359,0.008096842,0.001377049,0.001454554,0.007622727,0.001712983],"domain_scores_gemma":[0.9497634,0.01264241,0.01382588,0.003664137,0.01269962,0.007404542],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001077387,0.000674467,0.3128161,0.0008337397,0.00009881692,0.0001905407,0.03037535,0.002081746,0.003483942,0.03808803,0.015906,0.5953434],"study_design_scores_gemma":[0.00006190786,0.0009500327,0.7520193,0.00245715,0.00007851348,0.0004663606,0.04531994,0.002759747,0.003874927,0.01121487,0.180572,0.0002252797],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8408555,0.002060854,0.02442426,0.009865731,0.0003183717,0.0006150313,0.000973086,0.0004171746,0.12047],"genre_scores_gemma":[0.9804649,0.0003851667,0.01396957,0.001027174,0.00002366501,0.0001746303,0.0004324671,0.00004796675,0.003474497],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01777906,"threshold_uncertainty_score":0.07423997,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007569516480484538,"score_gpt":0.2406452807138053,"score_spread":0.2330757642333208,"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."}}