{"id":"W4401009540","doi":"10.1016/j.jpedsurg.2024.07.038","title":"Introduction to Entrustable Professional Activities for Pediatric Surgery","year":2024,"lang":"en","type":"review","venue":"Journal of Pediatric Surgery","topic":"Innovations in Medical Education","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University Health Centre; Montreal Children's Hospital","funders":"","keywords":"Popularity; Medicine; Competence (human resources); Context (archaeology); Medical education; Psychology; Social psychology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"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":[0.002059472,0.00152545,0.001925932,0.007297567,0.000553367,0.00248025,0.001193472,0.002318167,0.01565556],"category_scores_gemma":[0.004963283,0.000453195,0.001339943,0.006266315,0.001243639,0.003257941,0.002274457,0.004426043,0.004257204],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001753315,"about_ca_system_score_gemma":0.004135906,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003522151,"about_ca_topic_score_gemma":0.007865048,"domain_scores_codex":[0.9991228,0.000165021,0.0002034945,0.0001553318,0.0002719372,0.0000814021],"domain_scores_gemma":[0.9961475,0.002199883,0.0006697209,0.00007528017,0.0006321529,0.0002755108],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00005674758,0.00006938194,0.000152809,0.03570613,0.00009158302,0.00006995545,0.00008477399,0.0001378128,0.0002928212,0.003914991,0.08147506,0.8779479],"study_design_scores_gemma":[0.00003738176,0.00009012997,0.001580376,0.03628827,0.0002184567,0.000447733,0.0000877089,0.00005120193,0.0001113192,0.00114919,0.9599138,0.00002439087],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00005512706,0.9965141,0.0001273249,0.0008917644,0.00112313,0.000009520031,0.00004049076,0.00001374263,0.001224684],"genre_scores_gemma":[0.000485446,0.9943674,0.0003836067,0.002003573,0.001338155,0.00001821974,0.00005940062,0.000006628549,0.001337525],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01565556,"threshold_uncertainty_score":0.05237305,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05155799613785603,"score_gpt":0.3798931158246109,"score_spread":0.3283351196867549,"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."}}