{"id":"W2963842902","doi":"10.17496/kmer.2018.20.1.51","title":"Competency‐Based Psychiatry Residency Training Program Development in South Korea","year":2018,"lang":"en","type":"article","venue":"Korean Medical Education Review","topic":"Innovations in Medical Education","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Residency training; Training (meteorology); Medical education; Medicine; Psychology; Family medicine; Continuing education; Geography","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":[0.002712897,0.0002567436,0.0002149953,0.001116046,0.0001817219,0.0005882358,0.0008205136,0.000363918,0.0009838303],"category_scores_gemma":[0.002448995,0.0001407601,0.0003595515,0.001288794,0.0001698426,0.0006798303,0.0007093833,0.0004578483,0.0001279107],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001456205,"about_ca_system_score_gemma":0.0070318,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003945771,"about_ca_topic_score_gemma":0.008965376,"domain_scores_codex":[0.9991874,0.0003044931,0.000169112,0.00006552204,0.0001770594,0.00009642007],"domain_scores_gemma":[0.9988384,0.0002758801,0.0003485697,0.00002379718,0.0003649055,0.0001485024],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0001003995,0.0003609485,0.005533876,0.02843064,0.0001870774,0.0004303878,0.000466355,0.000539197,0.001658979,0.002536081,0.006151437,0.9536047],"study_design_scores_gemma":[0.0004994193,0.003624668,0.169095,0.05669829,0.001277457,0.006110932,0.003452726,0.001104182,0.00867447,0.001093034,0.7482767,0.00009301205],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.04442234,0.9429528,0.0006478541,0.003882105,0.0003769275,0.0002772539,0.00008319139,0.00001646765,0.007341163],"genre_scores_gemma":[0.1851251,0.8083004,0.003154119,0.001693764,0.0001341818,0.0001932605,0.0002170985,0.000005105298,0.001177021],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.003945771,"threshold_uncertainty_score":0.01434731,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03440596166237676,"score_gpt":0.3907341578729089,"score_spread":0.3563281962105321,"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."}}