{"id":"W2987515596","doi":"10.2807/1560-7917.es.2019.24.46.1900585","title":"Paradoxical clade- and age-specific vaccine effectiveness during the 2018/19 influenza A(H3N2) epidemic in Canada: potential imprint-regulated effect of vaccine (I-REV)","year":2019,"lang":"en","type":"article","venue":"Eurosurveillance","topic":"Influenza Virus Research Studies","field":"Medicine","cited_by":68,"is_retracted":false,"has_abstract":true,"ca_institutions":"Public Health Agency of Canada; Centre hospitalier universitaire de Québec; Institut National de Santé Publique du Québec; Alberta Hospital Edmonton; Université Laval; University of Alberta; University of Calgary; University of British Columbia; BC Centre for Disease Control; Public Health Ontario; University of Toronto","funders":"British Columbia Centre for Disease Control; Public Health Agency; Alberta Precision Laboratories; Institut National de Santé Publique du Québec; Canadian Institutes of Health Research; Ministère de la Santé; Ministère de la Santé et des Services sociaux; Public Health Agency of Canada","keywords":"Medicine; Vaccination; Influenza vaccine; Pandemic; Immunology; Cohort; Odds ratio; Virology; Clade; Demography; Biology; Coronavirus disease 2019 (COVID-19); Internal medicine; Infectious disease (medical specialty); 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":[0.001735548,0.0003192,0.00033007,0.0003828813,0.0007365858,0.0008229814,0.0009507957,0.0004592532,0.002078325],"category_scores_gemma":[0.003566701,0.0001762107,0.0005506728,0.0005988574,0.0006683666,0.0003383981,0.0005274224,0.0005915685,0.0001054099],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008786498,"about_ca_system_score_gemma":0.008700446,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9212583,"about_ca_topic_score_gemma":0.9192502,"domain_scores_codex":[0.998805,0.0001713153,0.00003273966,0.0002988354,0.000278903,0.0004132357],"domain_scores_gemma":[0.997996,0.0003799676,0.0005675863,0.0001636461,0.0005326755,0.0003602067],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003878245,0.00002343151,0.9878461,0.00003170719,0.0001546605,0.00005079401,0.000282255,0.0006511348,0.001937472,0.0002333761,0.0005444969,0.007856773],"study_design_scores_gemma":[0.0000045866,0.00004057158,0.9985251,0.00001056056,0.00003385608,0.00002708034,0.0001721342,0.0006024181,0.0002477147,0.00006423426,0.0002666479,0.000005194207],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9942715,0.001521419,0.0003526012,0.0008608112,0.00001646743,0.00001255714,0.001588605,0.00001355194,0.001362441],"genre_scores_gemma":[0.9989859,0.0002032178,0.0001125231,0.0001308589,0.00000426308,0.000003063103,0.0002611764,0.000004011651,0.0002949114],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07874167,"threshold_uncertainty_score":0.1584107,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01736775028658932,"score_gpt":0.2911508727970538,"score_spread":0.2737831225104644,"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."}}