{"id":"W3117477626","doi":"10.1136/bmjebm-2020-111393","title":"Successes, lessons and opportunities: 15-year follow-up of an integrated evidence-based medicine curriculum","year":2020,"lang":"en","type":"review","venue":"BMJ evidence-based medicine","topic":"Health Sciences Research and Education","field":"Health Professions","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia; College of Family Physicians of Canada; University of Alberta","funders":"University of Alberta","keywords":"Curriculum; Medical education; Evidence-based medicine; Critical appraisal; Curriculum development; Evidence-based practice; Medicine; Family medicine; Psychology; Alternative medicine; Pedagogy; Pathology","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[{"model":"gemma","categories":[],"domain":null,"study_design":"qualitative","genre":"review","about_ca_system":false,"about_ca_topic":false,"confidence":"high","status":"direct model label, unvalidated"},{"model":"gpt","categories":[],"domain":null,"study_design":"qualitative","genre":"review","about_ca_system":false,"about_ca_topic":false,"confidence":"medium","status":"direct model label, unvalidated"}],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.02156753,0.0004339431,0.002049055,0.002082427,0.0005818506,0.002073269,0.001495699,0.001342746,0.001186851],"category_scores_gemma":[0.06597543,0.0004022729,0.001694358,0.002395328,0.0004426598,0.002355808,0.003105183,0.001734492,0.0003350315],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005196337,"about_ca_system_score_gemma":0.01248668,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01480718,"about_ca_topic_score_gemma":0.02360244,"domain_scores_codex":[0.9915627,0.003172348,0.001260242,0.0004145024,0.002963305,0.0006267382],"domain_scores_gemma":[0.978367,0.008042345,0.003737936,0.00109492,0.006552484,0.002205296],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.001097322,0.001345687,0.009257972,0.02955749,0.001263706,0.0003575915,0.00467204,0.0003182903,0.000535619,0.0006066402,0.00372574,0.9472619],"study_design_scores_gemma":[0.004147321,0.02709582,0.4368089,0.1856534,0.01335457,0.002339702,0.01917076,0.00161155,0.004727157,0.002490151,0.3021631,0.0004375177],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.4021441,0.5725552,0.001340419,0.01061893,0.001365984,0.003041395,0.00164614,0.0001052352,0.007182505],"genre_scores_gemma":[0.7580757,0.228389,0.005225967,0.003713607,0.0002603417,0.00132705,0.001021016,0.0000329449,0.001954335],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.02156753,"threshold_uncertainty_score":0.1140614,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.5774288423614425,"score_gpt":0.5805625078589207,"score_spread":0.003133665497478177,"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."}}