{"id":"W4394812006","doi":"10.4300/jgme-d-23-00470.1","title":"Motivations for Entrustable Professional Activity Assessment: Gaps Between Curriculum Theory and Resident Reality","year":2024,"lang":"en","type":"article","venue":"Journal of Graduate Medical Education","topic":"Innovations in Medical Education","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"University of Alberta","keywords":"Curriculum; Medical education; Psychology; Medicine; Computer science; Pedagogy","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.02289765,0.0002496292,0.0005221407,0.002415804,0.002163993,0.005279433,0.001841177,0.001127685,0.002321247],"category_scores_gemma":[0.07166942,0.0004342973,0.000327172,0.001716332,0.006039473,0.005007259,0.004140119,0.001995309,0.0001874679],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007267255,"about_ca_system_score_gemma":0.01116723,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0253146,"about_ca_topic_score_gemma":0.03116311,"domain_scores_codex":[0.9876142,0.006748682,0.0005971983,0.0009786549,0.002860948,0.001200467],"domain_scores_gemma":[0.9120054,0.06885973,0.009385007,0.001621111,0.004796433,0.00333231],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001147437,0.0005886266,0.4126816,0.002057855,0.00008179616,0.0005072249,0.3319194,0.0005961814,0.0004105108,0.02794619,0.003075897,0.22002],"study_design_scores_gemma":[0.00001522868,0.0002299561,0.3642274,0.004059143,0.00004124107,0.0004755765,0.5929615,0.002865155,0.0003822659,0.0197143,0.01493129,0.0000968628],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9601755,0.005600068,0.00439759,0.02110222,0.00008660409,0.00005933718,0.00009967166,0.00001754787,0.00846143],"genre_scores_gemma":[0.9967415,0.001456795,0.0008586192,0.0007004897,0.00001955179,0.00004338937,0.00002835123,0.000004029302,0.0001471895],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0253146,"threshold_uncertainty_score":0.1210958,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03779619846541141,"score_gpt":0.4432026044064376,"score_spread":0.4054064059410262,"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."}}