{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001603583,0.0005407307,0.0009817265,0.0001799999,0.0007011054,0.00008287705,0.0003444987,0.000185409,0.0008737974],"category_scores_gemma":[0.003457485,0.0005037566,0.0001508381,0.001098276,0.0001349876,0.0001876268,0.0003188651,0.0006212594,0.0003446378],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004867553,"about_ca_system_score_gemma":0.001196346,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004616936,"about_ca_topic_score_gemma":0.03441513,"domain_scores_codex":[0.9953792,0.0003511093,0.0008349846,0.0009698587,0.001145093,0.001319764],"domain_scores_gemma":[0.9962366,0.0005967565,0.0002161334,0.0004798889,0.0007917291,0.001678869],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002283423,0.00002779039,0.7004547,0.000143986,0.0002219628,0.000147159,0.0001473952,0.0007545684,0.0002054852,0.0004116888,0.2941155,0.001086379],"study_design_scores_gemma":[0.002507038,0.0001755529,0.539578,0.00003492589,0.000009548922,0.000054401,0.00001116482,0.0009802897,0.000007161985,0.00003741408,0.4563221,0.0002823388],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4520894,0.06672992,0.0007913469,0.2198044,0.003524942,0.008463697,0.01080316,0.001984773,0.2358084],"genre_scores_gemma":[0.9505953,0.003774855,0.0007228622,0.04025337,0.002926165,0.00004392854,0.0003140471,0.0001274278,0.001242108],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4985059,"threshold_uncertainty_score":0.9997414,"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."}}