{"id":"W3033281548","doi":"10.2807/1560-7917.es.2020.25.22.1900470","title":"2017/18 and 2018/19 seasonal influenza vaccine safety surveillance, Canadian National Vaccine Safety (CANVAS) Network","year":2020,"lang":"en","type":"article","venue":"Eurosurveillance","topic":"Influenza Virus Research Studies","field":"Medicine","cited_by":16,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ottawa Hospital; Izaak Walton Killam Health Centre; Alberta Children's Hospital; University of Calgary; Sinai Health System; Centre Hospitalier Universitaire de Sherbrooke; Université Laval; Dalhousie University; University of Toronto; BC Children's Hospital; University of British Columbia","funders":"Canadian Institutes of Health Research; Canadian Immunization Research Network; Public Health Agency; Public Health Agency of Canada","keywords":"Medicine; Vaccination; Confidence interval; Seasonal influenza; Influenza vaccine; Pandemic; Immunization; Observational study; Influenza season; Adverse effect; Environmental health; Pediatrics; Demography; Coronavirus disease 2019 (COVID-19); Internal medicine; Immunology; Disease","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"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":[0.003698195,0.001202589,0.0005364793,0.00355863,0.003585869,0.001355076,0.002374317,0.0006760883,0.007672545],"category_scores_gemma":[0.01061468,0.0005017622,0.0007427867,0.003608942,0.0005518355,0.0007455816,0.001790705,0.001246516,0.0009752254],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0426021,"about_ca_system_score_gemma":0.104122,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9928282,"about_ca_topic_score_gemma":0.9922827,"domain_scores_codex":[0.995737,0.0004186898,0.0002601513,0.0004619586,0.002256829,0.0008653124],"domain_scores_gemma":[0.9852528,0.0004702731,0.001104759,0.0002541541,0.00989834,0.003019706],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.0008808672,0.0004131845,0.4311926,0.001129261,0.0002821479,0.0001365892,0.0008397438,0.0008837896,0.0006260907,0.001372134,0.4684182,0.09382533],"study_design_scores_gemma":[0.0002165357,0.0001498148,0.9258987,0.0005809549,0.0001221436,0.00008240981,0.000617253,0.001544615,0.0004546813,0.0002667286,0.07000498,0.00006112746],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"dataset","genre_gemma":"empirical","genre_scores_codex":[0.215193,0.01061578,0.003569124,0.01171629,0.001355164,0.003884696,0.6980011,0.0007480003,0.05491672],"genre_scores_gemma":[0.5796737,0.009310293,0.01383789,0.005430808,0.000619126,0.003956604,0.3537922,0.0002772307,0.03310208],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9573979,"threshold_uncertainty_score":0.3091013,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07286426493236221,"score_gpt":0.3331160882383286,"score_spread":0.2602518233059664,"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."}}