{"id":"W4416573003","doi":"10.1371/journal.pone.0337202","title":"Integrated knowledge translation (iKT) in preclinical research: A scoping review protocol","year":2025,"lang":"en","type":"article","venue":"PLoS ONE","topic":"Treatment of Major Depression","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Public Health Ontario; Lunenfeld-Tanenbaum Research Institute; Occupational Cancer Research Centre; University Health Network; University of Toronto; The Wilson Centre; Centre for Addiction and Mental Health; University of Calgary","funders":"","keywords":"Multidisciplinary approach; Knowledge translation; Protocol (science); Context (archaeology); Systematic review; MEDLINE; Grey literature","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":["metaresearch"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.2125473,0.005629689,0.01259565,0.02327739,0.006242206,0.01077426,0.007921125,0.01320105,0.07150906],"category_scores_gemma":[0.1852275,0.006734567,0.01237298,0.02089368,0.007176097,0.01446212,0.01071533,0.009300869,0.02002986],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01943172,"about_ca_system_score_gemma":0.1284494,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005432232,"about_ca_topic_score_gemma":0.01018198,"domain_scores_codex":[0.8842674,0.05566863,0.03703222,0.007147962,0.01169224,0.004191687],"domain_scores_gemma":[0.8385061,0.06276467,0.02211628,0.01468299,0.05479573,0.007134261],"domain_codex":null,"domain_gemma":"methods","domain_candidate":"methods","domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"not_applicable","study_design_scores_codex":[0.007829863,0.0009871069,0.001877394,0.7094805,0.001504728,0.002005067,0.02118832,0.003192567,0.003556648,0.02041465,0.07618222,0.1517808],"study_design_scores_gemma":[0.01845935,0.001893893,0.006324141,0.5409815,0.003112069,0.0009978398,0.01281025,0.00304194,0.003677553,0.02565979,0.3823413,0.0007004128],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.0002796363,0.0007557881,0.002345004,0.0004224572,0.0001488344,0.9937003,0.001586362,0.00006050044,0.0007011341],"genre_scores_gemma":[0.000335959,0.0005254018,0.004542932,0.0001293794,0.0000152603,0.9939101,0.000320063,0.000006588872,0.0002143893],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.7874526,"threshold_uncertainty_score":0.9710693,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.5749256804864847,"score_gpt":0.542212929306871,"score_spread":0.0327127511796137,"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."}}