{"id":"W3151002268","doi":"10.14745/ccdr.v47i03a04","title":"Impact of nonpharmaceutical interventions on laboratory detections of influenza A and B in Canada","year":2021,"lang":"en","type":"article","venue":"Canada Communicable Disease Report","topic":"Respiratory viral infections research","field":"Medicine","cited_by":23,"is_retracted":false,"has_abstract":true,"ca_institutions":"Public Health Agency of Canada; University of Manitoba; Manitoba Health","funders":"","keywords":"Social distance; Psychological intervention; Epidemiology; Outbreak; Medicine; Environmental health; Public health; Demography; Coronavirus disease 2019 (COVID-19); Intervention (counseling); Disease; Virology; Infectious disease (medical specialty)","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001197795,0.0005199693,0.0004335765,0.0007439445,0.001409362,0.0007055753,0.001467252,0.0005051079,0.002186667],"category_scores_gemma":[0.004712029,0.0001948739,0.0006551744,0.0009446011,0.0006381238,0.0002045592,0.0007577536,0.0006586752,0.0001158438],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0467384,"about_ca_system_score_gemma":0.08275146,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9851378,"about_ca_topic_score_gemma":0.9914896,"domain_scores_codex":[0.9974996,0.0004174258,0.0001092967,0.0001797144,0.0008688832,0.0009250695],"domain_scores_gemma":[0.9959173,0.0004051777,0.0006076336,0.00006803479,0.001451556,0.001550468],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.007864566,0.004180167,0.6928403,0.00198486,0.001417187,0.0004915652,0.0008471771,0.004783555,0.003976987,0.0009075407,0.01705598,0.2636501],"study_design_scores_gemma":[0.0004261153,0.00134362,0.9914786,0.0001353181,0.0002773903,0.00006033347,0.0004131938,0.001235633,0.0006316325,0.00007163124,0.003906352,0.00002021427],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9752693,0.007351864,0.0003374462,0.003854126,0.0001466727,0.0004461491,0.002969828,0.0000945467,0.009530088],"genre_scores_gemma":[0.9946122,0.001929865,0.0005100557,0.0006623905,0.00003406566,0.00008991074,0.0008150247,0.000007587604,0.001338825],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0467384,"threshold_uncertainty_score":0.3391124,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0990766249188364,"score_gpt":0.4426865467126829,"score_spread":0.3436099217938465,"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."}}