{"id":"W3006494688","doi":"10.14745/ccdr.v46i23a02","title":"Canada’s National Collaborating Centres: Facilitating evidence-informed decision-making in public health","year":2020,"lang":"en","type":"article","venue":"Canada Communicable Disease Report","topic":"Public Health Policies and Education","field":"Health Professions","cited_by":26,"is_retracted":false,"has_abstract":true,"ca_institutions":"Public Health Agency of Canada","funders":"","keywords":"Knowledge translation; Public health; Public relations; Government (linguistics); Health policy; Political science; Evidence-based practice; Indigenous; Scientific evidence; Public policy; Public administration; Business; Medicine; Nursing; Knowledge management; Alternative medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","sts"],"consensus_categories":[],"category_scores_codex":[0.002475945,0.000217702,0.0004681755,0.0001059153,0.001882446,0.00004979122,0.0005956769,0.00007542437,0.0003517313],"category_scores_gemma":[0.05072405,0.0002276326,0.00003948285,0.001120365,0.00004126181,0.0004396889,0.0003387804,0.0008058776,0.000005289927],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.01174923,"about_ca_system_score_gemma":0.4929885,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9969994,"about_ca_topic_score_gemma":0.9996651,"domain_scores_codex":[0.9941595,0.0008853003,0.001948362,0.0003636755,0.001356388,0.001286837],"domain_scores_gemma":[0.9886882,0.006332743,0.0009973849,0.0007815452,0.001107968,0.002092168],"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":[0.00004808235,0.00003721489,0.1607617,0.0009919272,0.00002254113,0.0001502596,0.006034264,0.000961615,6.255424e-7,0.0009907486,0.8251419,0.004859145],"study_design_scores_gemma":[0.0003179901,0.00001298735,0.09523575,0.001481557,0.000003619484,0.000004486163,0.03636184,0.00644049,5.787939e-8,0.00009130756,0.8598126,0.000237276],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.2718128,0.0042874,0.000247484,0.6970325,0.002013514,0.002764107,0.0008782448,0.0001522008,0.02081176],"genre_scores_gemma":[0.9276662,0.0001691035,0.0008009026,0.07047799,0.0002234533,0.0001900026,0.0002390862,0.00002465355,0.0002086065],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.6558534,"threshold_uncertainty_score":0.9994169,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1675497483207532,"score_gpt":0.4725278745243541,"score_spread":0.3049781262036009,"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."}}