{"id":"W2809788330","doi":"10.1136/bmjebm-2018-111014","title":"Don’t just blame the evidence: considering the role of medical education in the poor uptake of evidence-based medicine in clinical practice","year":2018,"lang":"en","type":"article","venue":"BMJ evidence-based medicine","topic":"Health Sciences Research and Education","field":"Health Professions","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa","funders":"","keywords":"Blame; Critical appraisal; Evidence-based medicine; Medical education; Curriculum; Manifesto; Quality (philosophy); Psychology; Health care; Evidence-based practice; Medicine; Alternative medicine; Nursing; Pedagogy; Political science; Epistemology; Social 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":[{"model":"gemma","categories":["metaresearch"],"domain":"incentives","study_design":"theoretical_or_conceptual","genre":"empirical","about_ca_system":false,"about_ca_topic":false,"confidence":"low","status":"direct model label, unvalidated"},{"model":"gpt","categories":[],"domain":null,"study_design":"theoretical_or_conceptual","genre":"commentary","about_ca_system":false,"about_ca_topic":false,"confidence":"low","status":"direct model label, unvalidated"}],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.1548657,0.0006774215,0.00201039,0.003939407,0.009578258,0.02283265,0.006830903,0.04233453,0.005386491],"category_scores_gemma":[0.3714734,0.001350416,0.001655759,0.003858313,0.03549133,0.03682878,0.01026033,0.04215114,0.0009474665],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01730749,"about_ca_system_score_gemma":0.06350183,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01716277,"about_ca_topic_score_gemma":0.05049016,"domain_scores_codex":[0.866812,0.1014525,0.007408114,0.004929718,0.01520429,0.00419348],"domain_scores_gemma":[0.4324323,0.5002035,0.0176821,0.005258084,0.02594944,0.01847455],"domain_codex":null,"domain_gemma":"methods","domain_candidate":"methods","domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0004816981,0.0001805432,0.01004081,0.00839892,0.0006053607,0.004309938,0.04354727,0.0008390145,0.0003744177,0.1092092,0.6086764,0.2133364],"study_design_scores_gemma":[0.000309424,0.0003634578,0.009450306,0.03205572,0.0004403046,0.004211589,0.07003175,0.001894667,0.0004868968,0.3111414,0.569236,0.0003784377],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.0009898279,0.01945958,0.0002562976,0.9760293,0.002594614,0.000007474669,0.000008524024,0.000005955735,0.0006484631],"genre_scores_gemma":[0.09778902,0.04987196,0.003598315,0.8206303,0.0268017,0.0000987376,0.0000308663,0.00009050083,0.001088692],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8451343,"threshold_uncertainty_score":0.8190178,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.5347146743972018,"score_gpt":0.6382019501777273,"score_spread":0.1034872757805255,"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."}}