{"id":"W2035130114","doi":"10.1377/hlthaff.21.5.103","title":"General Competencies And Accreditation In Graduate Medical Education","year":2002,"lang":"en","type":"article","venue":"Health Affairs","topic":"Innovations in Medical Education","field":"Medicine","cited_by":738,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institute for Clinical Evaluative Sciences","funders":"","keywords":"Accreditation; Graduate medical education; Medical education; Specialty; Interpersonal communication; Workforce; Core competency; Process (computing); Medicine; Psychology; Family medicine; Political science; Computer science; Business","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":[0.03739348,0.0003926082,0.0003359288,0.002856129,0.003317063,0.004049308,0.001279428,0.00523825,0.005928506],"category_scores_gemma":[0.06166885,0.0003156466,0.0003836124,0.001987875,0.01238625,0.004680045,0.006533967,0.005379108,0.0009532774],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006445406,"about_ca_system_score_gemma":0.02351799,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01880347,"about_ca_topic_score_gemma":0.02310843,"domain_scores_codex":[0.9767849,0.01131571,0.001856606,0.001210883,0.006422732,0.002409338],"domain_scores_gemma":[0.9590905,0.0198374,0.003774484,0.002438008,0.008516036,0.006343612],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002217298,0.0001320575,0.008600186,0.0004121122,0.00001071925,0.0002252208,0.005129023,0.0006219648,0.0001606996,0.7636111,0.08884883,0.132226],"study_design_scores_gemma":[0.00004761091,0.0001989119,0.03352372,0.002420601,0.0000132782,0.0009713185,0.005886276,0.0008626493,0.0004120581,0.3076158,0.6479748,0.00007295741],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.02869197,0.0236579,0.02082016,0.378155,0.006461776,0.0005240797,0.000132096,0.0002810804,0.5412759],"genre_scores_gemma":[0.7113989,0.01770889,0.06067152,0.1210955,0.0035556,0.001038515,0.0003978572,0.0001500912,0.08398308],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.03739348,"threshold_uncertainty_score":0.197758,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05044573493115018,"score_gpt":0.3659422414117846,"score_spread":0.3154965064806344,"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."}}