{"id":"W4413655283","doi":"10.1016/j.jvacx.2025.100711","title":"The Canadian National Vaccine Safety (CANVAS) network: Cross-sectional analysis of seasonal influenza vaccine safety in children during the 2013/2014 to 2019/2020 influenza seasons","year":2025,"lang":"en","type":"article","venue":"Vaccine X","topic":"Influenza Virus Research Studies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval; Institut National de Santé Publique du Québec; Université de Sherbrooke; Nova Scotia Health Authority; Alberta Children's Hospital; Dalhousie University; BC Children's Hospital; University of British Columbia","funders":"Canadian Institutes of Health Research; Sanofi Pasteur; Public Health Agency of Canada; Coalition for Epidemic Preparedness Innovations; GlaxoSmithKline","keywords":"Influenza vaccine; Environmental health; Seasonal influenza; Medicine; Virology; Vaccine safety; Vaccination; Immunization; Immunology; Coronavirus disease 2019 (COVID-19); Disease; Infectious disease (medical specialty)","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":[0.002016764,0.0004447628,0.0003476509,0.001604272,0.001239825,0.000510173,0.001102261,0.0003300775,0.00143243],"category_scores_gemma":[0.003724629,0.0003026004,0.0006544655,0.002957232,0.0002931047,0.0003053262,0.0006665263,0.0004734276,0.0001514147],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.009759984,"about_ca_system_score_gemma":0.01549934,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9619877,"about_ca_topic_score_gemma":0.9735399,"domain_scores_codex":[0.9986913,0.0002362179,0.0001116084,0.0001588642,0.0005492718,0.0002527528],"domain_scores_gemma":[0.9976627,0.000198202,0.0005992761,0.0001236997,0.001030465,0.0003857684],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001413319,0.00004089914,0.9957036,0.00005855443,0.0001188564,0.00001421865,0.0002261143,0.00008449942,0.0001159259,0.0000417148,0.0009975893,0.002456676],"study_design_scores_gemma":[0.000007702512,0.00005245571,0.9990182,0.00001272806,0.00002758699,0.00001676473,0.0001798538,0.0001058908,0.00005333113,0.000004076481,0.0005181418,0.000003290645],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9838861,0.0007041827,0.0002478828,0.0001436181,0.000015563,0.0002011941,0.01332554,0.00001369773,0.001462143],"genre_scores_gemma":[0.9921334,0.0003621016,0.0005662058,0.00008159438,0.000009005069,0.0001519504,0.006086665,0.000004927556,0.0006040787],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03801227,"threshold_uncertainty_score":0.07647222,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01944360827407841,"score_gpt":0.3478634772465147,"score_spread":0.3284198689724362,"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."}}