{"id":"W2560560392","doi":"10.1093/fampra/cmw114","title":"Is knowledge translation without patient or community engagement flawed?","year":2016,"lang":"en","type":"article","venue":"Family Practice","topic":"Mental Health and Patient Involvement","field":"Health Professions","cited_by":31,"is_retracted":false,"has_abstract":true,"ca_institutions":"Saskatchewan Health Authority; Shell (Canada); Assembly of First Nations; University of Saskatchewan","funders":"","keywords":"Medicine; Knowledge translation; Translation (biology); MEDLINE; Intensive care medicine; Knowledge management; Biochemistry","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.003082457,0.0002191523,0.0002459836,0.00008902066,0.001955753,0.000009966639,0.0002163467,0.0001663924,0.001111371],"category_scores_gemma":[0.0004659163,0.0001350591,0.00005612174,0.0002010588,0.0000495769,0.0005737474,0.000140207,0.000940532,0.003440266],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004374909,"about_ca_system_score_gemma":0.0004482919,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001138508,"about_ca_topic_score_gemma":0.0003870083,"domain_scores_codex":[0.9920664,0.005817793,0.0008169971,0.000265915,0.0004197496,0.0006130874],"domain_scores_gemma":[0.9921041,0.006194808,0.000479034,0.0006282641,0.0002965303,0.0002972432],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00630875,0.003864492,0.04358957,0.003232497,0.0002073712,0.00001401529,0.2229806,9.73696e-7,0.003382738,0.001792213,0.1357456,0.5788812],"study_design_scores_gemma":[0.002413084,0.001039412,0.004651313,0.0009814408,0.00006201446,0.000001059545,0.02744845,0.00003250398,0.0002856927,0.0001279343,0.9627355,0.0002215562],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6815578,0.0007541641,0.002553474,0.004776078,0.003415388,0.003920366,0.0002079711,0.0002518992,0.3025628],"genre_scores_gemma":[0.9629341,0.0005527502,0.003476815,0.02612143,0.0002281161,0.0005048362,0.00008238824,0.00004341913,0.006056169],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8269899,"threshold_uncertainty_score":0.9998018,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.7130031313611241,"score_gpt":0.5289214886969169,"score_spread":0.1840816426642072,"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."}}