{"id":"W2078868555","doi":"10.1016/j.jclinepi.2010.02.022","title":"Methodologies to evaluate the effectiveness of knowledge translation interventions: a primer for researchers and health care managers","year":2010,"lang":"en","type":"review","venue":"Journal of Clinical Epidemiology","topic":"Health Policy Implementation Science","field":"Health Professions","cited_by":64,"is_retracted":false,"has_abstract":false,"ca_institutions":"Sunnybrook Health Science Centre; St. Michael's Hospital; University of Toronto","funders":"","keywords":"Psychological intervention; Primer (cosmetics); Knowledge translation; Translation (biology); Health care; Medicine; Knowledge management; Nursing; Computer science; Political science; Biology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[{"model":"gemma","categories":["metaresearch"],"domain":"methods","study_design":"not_applicable","genre":"methods","about_ca_system":false,"about_ca_topic":false,"confidence":"low","status":"direct model label, unvalidated"},{"model":"gpt","categories":[],"domain":null,"study_design":"theoretical_or_conceptual","genre":"methods","about_ca_system":false,"about_ca_topic":false,"confidence":"medium","status":"direct model label, unvalidated"}],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","research_integrity"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.474214,0.0002378104,0.006212021,0.0004622225,0.0003708239,0.000003943827,0.0007094617,0.0007310482,0.0000296935],"category_scores_gemma":[0.4534821,0.000130353,0.001472319,0.0004357616,0.0005269271,0.0000858424,0.0001746045,0.003124009,0.00001261207],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002425209,"about_ca_system_score_gemma":0.005358404,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00009461008,"about_ca_topic_score_gemma":0.0002148531,"domain_scores_codex":[0.7712241,0.2147491,0.0125029,0.0004483809,0.0002802449,0.0007952448],"domain_scores_gemma":[0.381354,0.609642,0.006918367,0.0004203198,0.00117343,0.000491917],"domain_codex":null,"domain_gemma":"methods","domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002097641,0.00001404782,0.0004025786,0.0515138,0.0001285139,2.081976e-7,0.001388181,0.000001604671,1.276222e-7,0.001476838,0.00238105,0.9424833],"study_design_scores_gemma":[0.001036597,0.001549652,0.00759748,0.01979566,0.0003331418,0.000006039552,0.0009254829,0.000005129381,9.816431e-8,0.004428023,0.9642243,0.00009842752],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00007836986,0.918335,0.05672928,0.01680318,0.002181655,0.005671274,0.00007731019,0.000008187727,0.0001157349],"genre_scores_gemma":[0.00004405014,0.9263821,0.06976417,0.002714176,0.0005508452,0.0004739404,0.000008531288,0.00002693857,0.0000352065],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9618432,"threshold_uncertainty_score":0.9991758,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.9900522660287203,"score_gpt":0.8829022445420794,"score_spread":0.1071500214866409,"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."}}