{"id":"W2927350975","doi":"10.1097/acm.0000000000002735","title":"Scoping Review of Entrustable Professional Activities in Undergraduate Medical Education","year":2019,"lang":"en","type":"article","venue":"Academic Medicine","topic":"Innovations in Medical Education","field":"Medicine","cited_by":127,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medical education; MEDLINE; Inclusion (mineral); Psychology; Medicine; Educational measurement; Curriculum; Pedagogy; Social psychology; Political science","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":[0.04967195,0.002094761,0.00548791,0.04280318,0.002509608,0.006678285,0.003617465,0.004006869,0.004679978],"category_scores_gemma":[0.2115992,0.001458445,0.005851433,0.03987509,0.002477107,0.006150021,0.004522793,0.002335928,0.0007773797],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.009146266,"about_ca_system_score_gemma":0.04762214,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01180342,"about_ca_topic_score_gemma":0.02960355,"domain_scores_codex":[0.9454306,0.01704175,0.02508663,0.002243409,0.009266491,0.0009311617],"domain_scores_gemma":[0.7796914,0.154787,0.02910182,0.003945042,0.0309557,0.001518997],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.00009678801,0.00002891741,0.001306792,0.8694776,0.00192056,0.0002517988,0.001947251,0.0001907381,0.0001780617,0.00146805,0.005331193,0.1178023],"study_design_scores_gemma":[0.0000131257,0.00003407116,0.001321787,0.9732296,0.003461853,0.0001288226,0.0006462294,0.00003827069,0.0001206669,0.0003781422,0.02061363,0.00001383572],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001844322,0.9903595,0.0009404121,0.001698349,0.0006079614,0.001413044,0.0006714477,0.00002514713,0.002439775],"genre_scores_gemma":[0.01602748,0.976208,0.002845441,0.00112854,0.0002663483,0.002397837,0.0007042948,0.00001936784,0.0004026679],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.04967195,"threshold_uncertainty_score":0.2626935,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02165658520063804,"score_gpt":0.4193525458676395,"score_spread":0.3976959606670014,"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."}}