{"id":"W2025403984","doi":"10.1016/j.puhe.2014.04.011","title":"Knowledge exchange in public health","year":2014,"lang":"en","type":"editorial","venue":"Public Health","topic":"Health Sciences Research and Education","field":"Health Professions","cited_by":7,"is_retracted":false,"has_abstract":false,"ca_institutions":"Vancouver Coastal Health; Vancouver Coastal Health Research Institute","funders":"Medical Research Council","keywords":"Public health; Medicine; Environmental health; Nursing","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":[0.0424448,0.004416854,0.006875464,0.01345717,0.008951329,0.02682984,0.00754361,0.05896106,0.01990368],"category_scores_gemma":[0.0932939,0.002388814,0.005097421,0.00699652,0.01179071,0.01726124,0.008774616,0.04406843,0.007437695],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01285916,"about_ca_system_score_gemma":0.01701477,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007596628,"about_ca_topic_score_gemma":0.01701171,"domain_scores_codex":[0.9718204,0.01049207,0.003888306,0.00197022,0.01015196,0.001677037],"domain_scores_gemma":[0.8542113,0.09948001,0.005826045,0.003606758,0.02747345,0.009402544],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00003259471,0.00001882523,0.00001821881,0.000819878,0.00005307836,0.00007547461,0.00008511807,0.00003066083,0.00001417908,0.001302996,0.9885328,0.00901626],"study_design_scores_gemma":[0.0001413827,0.00002445962,0.000251096,0.004402226,0.0002032559,0.0001274861,0.0002888926,0.0001368405,0.00005189022,0.006303748,0.9880269,0.00004180892],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"editorial","genre_scores_codex":[0.00001473706,0.02130388,0.00007778275,0.08250663,0.895071,0.00001166092,0.00002303099,0.00002115957,0.0009701554],"genre_scores_gemma":[0.0004284747,0.01371546,0.00009551281,0.04191971,0.9404047,0.00002972328,0.00001683685,0.00001894667,0.003370672],"genre_candidate":"editorial","genre_consensus":"editorial","teacher_disagreement_score":0.05896106,"threshold_uncertainty_score":0.2244722,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3612063760670487,"score_gpt":0.5602371413677409,"score_spread":0.1990307653006922,"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."}}