{"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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003218437,0.00005872739,0.0002050711,0.0002781675,0.0001127386,0.000001840057,0.00009863114,0.0001301318,0.001718903],"category_scores_gemma":[0.00203346,0.0000664406,0.00003495432,0.0005387382,0.0002507892,0.00006927839,0.0001404249,0.001268304,0.00000151673],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000889029,"about_ca_system_score_gemma":0.0003116742,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003932332,"about_ca_topic_score_gemma":0.0000230053,"domain_scores_codex":[0.9990448,0.0001028943,0.0001734197,0.0001508188,0.0004266424,0.0001014262],"domain_scores_gemma":[0.9994438,0.0001009561,0.0001157743,0.0001245963,0.0001307485,0.00008407122],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001268935,0.0008076106,0.9751437,0.0001245171,0.00005678703,0.00005015799,0.005066646,0.0003258704,0.0003840519,0.004710594,0.001855943,0.01134724],"study_design_scores_gemma":[0.00341304,0.0007651619,0.8875028,0.000549176,0.0001047113,0.0000727488,0.05383191,0.02273319,0.0001175564,0.0005342065,0.03012092,0.0002545495],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9958231,0.00007029519,0.0006877751,0.002442761,0.0000860632,0.0001293913,0.000002775438,0.00001518722,0.0007426151],"genre_scores_gemma":[0.9932004,0.0001135888,0.006155767,0.0002406822,0.00002196605,3.843007e-7,0.00002490782,0.000004911124,0.0002373964],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08764086,"threshold_uncertainty_score":0.9991937,"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."}}