{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002291914,0.0001007611,0.0003294231,0.0001286302,0.00006126092,0.000006031205,0.00008682503,0.00002799174,0.000209601],"category_scores_gemma":[0.001222507,0.00009808445,0.0001051527,0.0006219973,0.0001017707,0.00004716327,0.0001206737,0.0003499475,2.026335e-7],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00154231,"about_ca_system_score_gemma":0.03812031,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9899482,"about_ca_topic_score_gemma":0.9982916,"domain_scores_codex":[0.9985071,0.0001940069,0.0005793378,0.0001581225,0.0003688581,0.0001925603],"domain_scores_gemma":[0.9979249,0.0001613698,0.0001237385,0.0008870524,0.0004771136,0.0004258491],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002036072,0.000301039,0.9917731,0.0003212392,0.0001721382,0.002996638,0.000006275267,0.0005585422,0.002209724,0.00002108436,0.001085141,0.0003515306],"study_design_scores_gemma":[0.0007075827,0.00008486669,0.9917803,0.0004111726,0.00007698969,0.0001080796,0.0001246402,0.0003132343,0.002579554,0.000006607873,0.003719679,0.00008730356],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9966755,0.00192082,0.000002941504,0.0001300146,0.00003980617,0.0001938486,0.0001465825,0.000005090037,0.0008854308],"genre_scores_gemma":[0.9995996,0.00005628235,0.00002283369,0.0002025145,0.000006353363,0.0000280719,0.00001728029,0.00001242396,0.00005467803],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.036578,"threshold_uncertainty_score":0.9673327,"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."}}