{"id":"W2464409233","doi":"10.1097/eja.0000000000000472","title":"‘Entrustable professional activities’","year":2016,"lang":"en","type":"letter","venue":"European Journal of Anaesthesiology","topic":"Innovations in Medical Education","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Acronym; Medicine; Medical education; Curriculum; Delphi method; Guideline; Psychology; Pedagogy; Pathology; Computer 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":"codex-gemma-dda1882f352a","candidate_categories":["research_integrity","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001460661,0.0002274602,0.000594903,0.0005195924,0.00007704644,0.00001045893,0.000334093,0.0002951561,0.001237431],"category_scores_gemma":[0.0006589399,0.0001404029,0.0001887021,0.0001576487,0.0002651856,0.0000895872,0.0000514482,0.002690677,0.0002271906],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001755464,"about_ca_system_score_gemma":0.0006741115,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":3.466908e-7,"about_ca_topic_score_gemma":2.405738e-8,"domain_scores_codex":[0.9972743,0.0008219276,0.0008582158,0.0002019533,0.0004650039,0.0003785901],"domain_scores_gemma":[0.9980754,0.0001200769,0.0009563341,0.000341071,0.0004394162,0.00006768439],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00008741514,0.00003973452,0.0002440779,0.00005632587,0.00006253543,0.003046273,0.0000676835,5.290347e-8,0.0001375221,0.00003822047,0.8275648,0.1686553],"study_design_scores_gemma":[0.000794692,0.00426691,0.001450322,0.000731185,0.00009927849,0.001790091,0.00008300921,7.903894e-7,0.00004878356,0.0001106659,0.9904875,0.0001368293],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.05608758,0.000172962,0.000188482,0.9276591,0.003991116,0.0001570876,0.000004849184,0.00002152176,0.01171728],"genre_scores_gemma":[0.008094812,0.0002971394,0.002962366,0.9403832,0.02609537,0.00000245149,0.00006064898,0.0001149903,0.02198903],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.1685185,"threshold_uncertainty_score":0.9996756,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01625694143112909,"score_gpt":0.2860176487976198,"score_spread":0.2697607073664907,"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."}}