{"id":"W4417017954","doi":"10.1186/s12913-025-13369-2","title":"Knowledge translation in surgery: a scoping review of implementation strategies, effectiveness and contextual barriers and enablers","year":2025,"lang":"en","type":"review","venue":"BMC Health Services Research","topic":"Health Policy Implementation Science","field":"Health Professions","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Vancouver General Hospital; University of British Columbia; University of Toronto; BP (Canada)","funders":"","keywords":"Knowledge translation; Health informatics; Sustainability; Nursing research; Health administration; Foundation (evidence); Health services research; Focus group","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0863685,0.002992745,0.01000534,0.03249877,0.003177844,0.008946064,0.004105895,0.004715795,0.005431606],"category_scores_gemma":[0.2159978,0.002434527,0.01109404,0.0340604,0.003555122,0.009738955,0.00602792,0.003345039,0.0008802878],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01137884,"about_ca_system_score_gemma":0.06656103,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01315625,"about_ca_topic_score_gemma":0.02534887,"domain_scores_codex":[0.9351489,0.02887489,0.02203868,0.002394032,0.01028574,0.001257718],"domain_scores_gemma":[0.7758777,0.1833462,0.01767842,0.003405866,0.01875288,0.0009389387],"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":[0.0001209877,0.00005778774,0.0005369784,0.8159178,0.00191182,0.0001093874,0.001806737,0.0002281917,0.0001397491,0.00129117,0.002532459,0.175347],"study_design_scores_gemma":[0.0000376503,0.00007292907,0.0007666352,0.9759418,0.00550603,0.00009940823,0.0007089246,0.00009808019,0.0001398699,0.0004879546,0.01611662,0.00002416927],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001164811,0.9907093,0.001754389,0.001356025,0.000323263,0.002909209,0.0003556328,0.00002517797,0.001402265],"genre_scores_gemma":[0.00739162,0.982896,0.003712349,0.0005981778,0.00009656957,0.004774166,0.0003230583,0.00001601499,0.0001919012],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.0863685,"threshold_uncertainty_score":0.4567658,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.7003412211916934,"score_gpt":0.743122194843263,"score_spread":0.04278097365156963,"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."}}