{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001595208,0.0003888338,0.001225459,0.0001729279,0.0001177742,0.00001903782,0.000277278,0.000110532,0.0000715227],"category_scores_gemma":[0.0009006349,0.0002597006,0.0001142723,0.0005782236,0.00009407187,0.00007894415,0.0003199659,0.0007106925,0.00002608398],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005336417,"about_ca_system_score_gemma":0.0002378146,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.06671526,"about_ca_topic_score_gemma":0.04035845,"domain_scores_codex":[0.9962599,0.001053209,0.0007349689,0.0006289758,0.0006028488,0.0007201334],"domain_scores_gemma":[0.9972227,0.001492823,0.0002112161,0.0007560462,0.0001240469,0.000193205],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.004637057,0.00002996273,0.866037,0.000849965,0.0001154249,0.0002216889,0.00006151332,0.0007025431,0.1261398,0.00001367141,0.0002589001,0.000932526],"study_design_scores_gemma":[0.008389212,0.0004015769,0.9783798,0.0002470246,0.00001849287,0.00009036024,0.00001582821,0.0003703441,0.01037154,0.00001263718,0.001477884,0.0002252827],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9922749,0.005241214,0.000008460841,0.0003558889,0.0003050608,0.001648892,0.000031099,0.00004054384,0.00009390041],"genre_scores_gemma":[0.9988714,0.0006216342,0.00001236631,0.0001859824,0.0001150947,0.00004492663,0.000007020007,0.00004788042,0.00009370765],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1157682,"threshold_uncertainty_score":0.9999855,"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."}}