{"id":"W3144112353","doi":"10.14745/ccdr.v47i03a06","title":"Knowledge brokering on infectious diseases for public health","year":2021,"lang":"en","type":"article","venue":"Canada Communicable Disease Report","topic":"Public Health Policies and Education","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba","funders":"Public Health Agency; Public Health Agency of Canada","keywords":"Public health; Mandate; Pandemic; Government (linguistics); Infectious disease (medical specialty); Public relations; Political science; Knowledge translation; Coronavirus disease 2019 (COVID-19); Medicine; Disease; Nursing; Knowledge management","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.06116398,0.0008231963,0.001249088,0.009749947,0.008749329,0.02535495,0.003196924,0.00557276,0.02848691],"category_scores_gemma":[0.1301978,0.0007678845,0.001528607,0.01178274,0.01001535,0.02337568,0.01805885,0.004896773,0.006330908],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01456776,"about_ca_system_score_gemma":0.05327484,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04968925,"about_ca_topic_score_gemma":0.05058121,"domain_scores_codex":[0.9440668,0.03339724,0.003772595,0.003458057,0.01280339,0.002501907],"domain_scores_gemma":[0.8372034,0.1057258,0.00682004,0.01963816,0.02016594,0.01044654],"domain_codex":null,"domain_gemma":"methods","domain_candidate":"methods","domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00009208643,0.0002258855,0.005432406,0.001339353,0.0001404614,0.0006381689,0.03302022,0.000961214,0.001253278,0.3084747,0.113844,0.5345783],"study_design_scores_gemma":[0.00005571348,0.00005416977,0.001961884,0.001655022,0.00006765199,0.0003089413,0.01139162,0.001836956,0.0007800042,0.2443747,0.7374309,0.00008245532],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.01515339,0.01502847,0.1567533,0.2602672,0.002469647,0.001790905,0.001237395,0.001703428,0.5455962],"genre_scores_gemma":[0.3883111,0.02537202,0.4577605,0.03689768,0.003770118,0.002128432,0.002542639,0.0006893513,0.0825282],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9854323,"threshold_uncertainty_score":0.3234699,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1340034385333427,"score_gpt":0.4616236791606918,"score_spread":0.3276202406273492,"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."}}