{"id":"W2158587969","doi":"10.1016/j.clineuro.2007.03.001","title":"Teaching evidence-based clinical practice to neurology and neurosurgery residents","year":2007,"lang":"en","type":"article","venue":"Clinical Neurology and Neurosurgery","topic":"Health Sciences Research and Education","field":"Health Professions","cited_by":12,"is_retracted":false,"has_abstract":false,"ca_institutions":"Western University","funders":"","keywords":"Medicine; Curriculum; Context (archaeology); Medical education; Clinical Practice; Neurology; Neurosurgery; Clinical neurology; Patient care; Primary care; Family medicine; Nursing; Pedagogy; Psychiatry; Neuroscience; 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":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","metaepi_narrow","sts","research_integrity"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.04371896,0.000343101,0.0009300295,0.0005132403,0.001655845,0.00005000654,0.0004112274,0.0009188622,0.0000727258],"category_scores_gemma":[0.1487144,0.0003078733,0.0001835019,0.0005613425,0.001048776,0.0006301209,0.0005268676,0.006007134,0.0002617606],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001373302,"about_ca_system_score_gemma":0.001046227,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003546376,"about_ca_topic_score_gemma":0.0001006304,"domain_scores_codex":[0.9785416,0.01401689,0.003277395,0.001702773,0.0005855958,0.001875804],"domain_scores_gemma":[0.8496001,0.1467032,0.0006905363,0.0007014751,0.0002867818,0.002017956],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.004543735,0.0003230148,0.9188755,0.0001023113,0.000007870234,0.0005276289,0.0001115915,0.000002224894,0.00009018723,0.0001301569,0.0534473,0.02183849],"study_design_scores_gemma":[0.0005217192,0.001997638,0.8272935,0.00006901521,0.00002054643,0.00007267949,0.00003866635,0.0001863938,0.000002768013,0.0001459469,0.1694639,0.0001871884],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8556066,0.0002736062,0.0002180277,0.1314173,0.01091586,0.0008357604,0.000004988446,0.0001292017,0.0005985657],"genre_scores_gemma":[0.6492727,0.001566743,0.000208762,0.3466405,0.001947075,0.00004506168,0.000003105003,0.00003755927,0.0002784354],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2152232,"threshold_uncertainty_score":0.9999374,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3744869681505771,"score_gpt":0.5944832994440373,"score_spread":0.2199963312934602,"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."}}