{"id":"W3177117312","doi":"10.1097/acm.0000000000004097","title":"Entrustable Professional Activities: Reflecting on Where We Are to Define a Path for the Next Decade","year":2021,"lang":"en","type":"article","venue":"Academic Medicine","topic":"Innovations in Medical Education","field":"Medicine","cited_by":21,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Curriculum; Medical education; Action (physics); Professional development; Medicine; Public relations; Psychology; Political science; Pedagogy","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":[0.05704509,0.00124243,0.001717919,0.002865809,0.01457385,0.03017122,0.004284773,0.01973623,0.01274948],"category_scores_gemma":[0.08478528,0.0008711802,0.001523974,0.002321164,0.02040764,0.06754559,0.02221088,0.05300795,0.005780768],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01355661,"about_ca_system_score_gemma":0.05179678,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01151765,"about_ca_topic_score_gemma":0.02967536,"domain_scores_codex":[0.9638858,0.01979127,0.002290836,0.002926396,0.006780089,0.00432563],"domain_scores_gemma":[0.9119753,0.03788175,0.004005333,0.002989618,0.02022889,0.02291917],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0001274134,0.0001563781,0.002676713,0.002201184,0.0000385349,0.0005274504,0.06221519,0.0002592393,0.0008959707,0.1426371,0.6028257,0.185439],"study_design_scores_gemma":[0.00001664944,0.00007162396,0.0008960076,0.004659689,0.0000154473,0.0003431648,0.0700014,0.0001397544,0.000272453,0.06044516,0.863045,0.00009365298],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.001330002,0.02581217,0.002954918,0.9517748,0.01244558,0.00004484645,0.00005756312,0.00006647747,0.005513652],"genre_scores_gemma":[0.0772123,0.1214286,0.03622942,0.731748,0.01283457,0.0005629509,0.0003250153,0.0005215434,0.01913765],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.05704509,"threshold_uncertainty_score":0.3016869,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1248284411798505,"score_gpt":0.4534066146673738,"score_spread":0.3285781734875233,"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."}}