{"id":"W2963325789","doi":"10.1186/s12909-019-1698-4","title":"Theory-based strategies for teaching evidence-based practice to undergraduate health students: a systematic review","year":2019,"lang":"en","type":"review","venue":"BMC Medical Education","topic":"Health Sciences Research and Education","field":"Health Professions","cited_by":89,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto General Hospital; University of Toronto; University Health Network","funders":"","keywords":"PsycINFO; Cognitive apprenticeship; Medical education; Psychology; CINAHL; Social cognitive theory; Curriculum; Competence (human resources); Evidence-based practice; Systematic review; Population; MEDLINE; Medicine; Mathematics education; Pedagogy; Alternative medicine; Social psychology; Psychological intervention","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","insufficient_payload"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.06952678,0.0005047713,0.002861839,0.0005544504,0.001181803,0.0001382335,0.00163909,0.0004706075,0.0003206158],"category_scores_gemma":[0.2627019,0.0003467159,0.0004025874,0.001017579,0.00009557885,0.0005757871,0.0001062786,0.001893006,0.001463785],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002745868,"about_ca_system_score_gemma":0.332884,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006680388,"about_ca_topic_score_gemma":0.0002750014,"domain_scores_codex":[0.9642104,0.02746079,0.003166994,0.0009452051,0.002902573,0.001314038],"domain_scores_gemma":[0.931281,0.06134635,0.002779843,0.001381882,0.00104337,0.00216761],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.00002106225,0.0003542433,0.000005010326,0.8539092,0.00002572362,1.507516e-7,0.0004704921,0.000001041436,2.336874e-9,0.004630186,0.08776356,0.05281935],"study_design_scores_gemma":[0.0001250816,0.000194206,0.000001180065,0.5952185,0.0004143715,0.000001897299,0.00278838,0.00006991495,1.405224e-9,0.0001537029,0.4008514,0.0001813301],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[5.533383e-7,0.8712156,0.05494338,0.03972396,0.003447241,0.03032573,0.00001992494,0.00008547014,0.0002381663],"genre_scores_gemma":[0.000005551287,0.8979251,0.005992013,0.06964547,0.0009235116,0.0233014,0.0003550002,0.0000667448,0.001785222],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.3301381,"threshold_uncertainty_score":0.9998985,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3802434627256733,"score_gpt":0.6657036255343548,"score_spread":0.2854601628086815,"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."}}