{"id":"W2991181685","doi":"10.1016/j.cpha.2019.08.005","title":"Competency-Based Medical Education for Physician Assistants","year":2019,"lang":"en","type":"article","venue":"Physician Assistant Clinics","topic":"Innovations in Medical Education","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"University of Toronto","keywords":"Licensure; Accreditation; Medicine; Certification; Medical education; Identification (biology); Curriculum; Graduate medical education; Interpersonal communication; Continuing medical education; Nursing; Pedagogy; Psychology; Continuing education","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"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":[0.005063194,0.0002242555,0.0001601836,0.0005081195,0.001688813,0.001555183,0.0009869904,0.001430755,0.01237619],"category_scores_gemma":[0.02840883,0.000164049,0.0002494936,0.0001951401,0.0004338169,0.001267073,0.002793946,0.001840164,0.001777903],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002104146,"about_ca_system_score_gemma":0.01916118,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00365195,"about_ca_topic_score_gemma":0.009380034,"domain_scores_codex":[0.9965509,0.001617383,0.0001080007,0.0001328617,0.001071125,0.0005197358],"domain_scores_gemma":[0.9755496,0.006142609,0.00152143,0.0007844403,0.004333965,0.01166785],"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":[0.0002102134,0.005878235,0.03947298,0.0004001036,0.00001922942,0.0005738664,0.003727328,0.0009098408,0.002614748,0.01704172,0.108036,0.8211157],"study_design_scores_gemma":[0.0007392226,0.007093206,0.2865391,0.004710347,0.000092157,0.006252918,0.02223942,0.01439089,0.01440838,0.06496353,0.5783463,0.0002245097],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"methods","genre_scores_codex":[0.5404697,0.006666864,0.0346976,0.1409834,0.002881804,0.001345739,0.0002710724,0.0006589604,0.272025],"genre_scores_gemma":[0.9228005,0.002030217,0.03762633,0.008724583,0.0004666222,0.0003678838,0.0001623465,0.00003818204,0.02778332],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.01237619,"threshold_uncertainty_score":0.04140246,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01834392369348391,"score_gpt":0.3701889578180384,"score_spread":0.3518450341245545,"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."}}