{"id":"W2791813984","doi":"10.1111/medu.13519","title":"A critical narrative review of transfer of basic science knowledge in health professions education","year":2018,"lang":"en","type":"review","venue":"Medical Education","topic":"Clinical Reasoning and Diagnostic Skills","field":"Medicine","cited_by":63,"is_retracted":false,"has_abstract":true,"ca_institutions":"The Wilson Centre; McMaster University; University of Toronto; University Health Network","funders":"","keywords":"Knowledge transfer; Narrative; Narrative review; Medical education; Health professions; Engineering ethics; Medicine; Psychology; Pedagogy; Knowledge management; Computer science; Health care; Political science; Engineering; Philosophy; Psychotherapist","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","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.004102048,0.0002203189,0.001933103,0.000414078,0.0000596583,0.000004091946,0.0002797348,0.000290139,0.0009440233],"category_scores_gemma":[0.2631787,0.0001555872,0.000272097,0.001702707,0.00123081,0.00005808194,0.00004130699,0.0006265551,0.00003617402],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003390545,"about_ca_system_score_gemma":0.1111547,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000892744,"about_ca_topic_score_gemma":0.00001055352,"domain_scores_codex":[0.9959981,0.000536831,0.001877827,0.0004694986,0.0008358935,0.0002818866],"domain_scores_gemma":[0.9879287,0.008434741,0.0004671245,0.0007515895,0.001592539,0.0008252931],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"systematic_review","study_design_scores_codex":[0.000005102769,0.00300394,0.00001539436,0.1724891,0.000009301692,2.963143e-7,0.001101722,6.46715e-10,7.007178e-8,0.001243061,0.02461061,0.7975214],"study_design_scores_gemma":[0.000125578,0.0002301812,0.00009872761,0.6646025,0.0001802932,0.00002292985,0.000243198,0.000002066326,9.964574e-7,0.00006186274,0.3343502,0.00008148678],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00006425535,0.9862077,0.00003489876,0.008228457,0.001563425,0.0014203,0.000008998718,0.00001075545,0.002461168],"genre_scores_gemma":[0.0004362086,0.9960827,0.0003593755,0.001929521,0.0003613868,0.0003397071,0.0001782171,0.00001917959,0.0002937118],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.7974399,"threshold_uncertainty_score":0.9999692,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0729375704928514,"score_gpt":0.5494712821799597,"score_spread":0.4765337116871082,"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."}}