{"id":"W2089009005","doi":"10.1212/wnl.0000000000000024","title":"The globalization of US and Canadian neurology residency training","year":2013,"lang":"en","type":"letter","venue":"Neurology","topic":"Global Health and Surgery","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Neurology; Medical education; Graduate medical education; Curriculum; Family medicine; Residency training; Global health; Medicine; Psychology; Public health; Nursing; Accreditation; Continuing education; Psychiatry; Pedagogy","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":[0.003616338,0.000369264,0.0002976141,0.0007261816,0.01636859,0.004458129,0.001600016,0.009272599,0.008194224],"category_scores_gemma":[0.01586307,0.0003074797,0.0003588399,0.001728315,0.006038686,0.002140907,0.002543925,0.008856241,0.001159752],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.04730944,"about_ca_system_score_gemma":0.04797105,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.7267669,"about_ca_topic_score_gemma":0.8862174,"domain_scores_codex":[0.9926684,0.001031159,0.0003233131,0.0004650954,0.003690731,0.001821315],"domain_scores_gemma":[0.9851162,0.003305953,0.001186131,0.0003487006,0.00460383,0.005439328],"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":[0.00003111989,0.00005427669,0.02581815,0.000157228,0.00001683834,0.003925505,0.007342635,0.00008363197,0.0002957019,0.007008669,0.9212618,0.03400451],"study_design_scores_gemma":[0.00003212352,0.00005455694,0.05396612,0.0006795282,0.0000189297,0.005583426,0.02893796,0.0002648773,0.0002104494,0.003742759,0.9064128,0.00009646283],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.01395602,0.003113441,0.00009786289,0.9439672,0.003994964,0.00002056098,0.00008097257,0.00002451514,0.03474449],"genre_scores_gemma":[0.1827423,0.005356342,0.0003662174,0.7914984,0.005678341,0.00003759346,0.0001083332,0.00003448717,0.01417786],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.9526905,"threshold_uncertainty_score":0.5496845,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02147640593244473,"score_gpt":0.2598618808597584,"score_spread":0.2383854749273136,"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."}}