{"id":"W2761313540","doi":"10.1093/infdis/jix526","title":"Beyond Antigenic Match: Possible Agent-Host and Immuno-epidemiological Influences on Influenza Vaccine Effectiveness During the 2015–2016 Season in Canada","year":2017,"lang":"en","type":"article","venue":"The Journal of Infectious Diseases","topic":"Influenza Virus Research Studies","field":"Medicine","cited_by":116,"is_retracted":false,"has_abstract":true,"ca_institutions":"Public Health Agency of Canada; Provincial Laboratory of Public Health; University of Toronto; University of Calgary; University of Alberta; Université Laval; Institut National de Santé Publique du Québec; Centre hospitalier universitaire de Québec; Public Health Ontario; BC Centre for Disease Control; University of British Columbia","funders":"","keywords":"Host (biology); Virology; Epidemiology; Antigen; Influenza vaccine; Immunology; Biology; Vaccination; Medicine; Genetics","routes":{"ca_aff":true,"ca_fund":false,"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":[0.001698755,0.0002970358,0.0004265542,0.0008076964,0.001465682,0.001080025,0.00102639,0.0004001803,0.001059248],"category_scores_gemma":[0.004454901,0.0002165767,0.0006414729,0.001646432,0.0007161415,0.0004398587,0.0007327184,0.0005034248,0.00007070268],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02307798,"about_ca_system_score_gemma":0.02359199,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9901812,"about_ca_topic_score_gemma":0.992409,"domain_scores_codex":[0.9985343,0.000186454,0.00008603864,0.0002987051,0.000403673,0.0004908282],"domain_scores_gemma":[0.9977461,0.0003874732,0.0005802108,0.00008123701,0.0007485703,0.0004564079],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002231518,0.00001747178,0.993395,0.00004375335,0.0001038006,0.00004727081,0.0003542242,0.0004654725,0.0002254251,0.0001322231,0.0002907571,0.004701567],"study_design_scores_gemma":[0.000003854722,0.00002691572,0.9984416,0.0000242951,0.00004306875,0.00003293817,0.0003788755,0.0005547394,0.00009117342,0.00002956407,0.0003675398,0.00000544767],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9942697,0.001747491,0.0002414282,0.0003875892,0.00001022343,0.00002304644,0.002060873,0.00000566993,0.001254029],"genre_scores_gemma":[0.9987983,0.0003056579,0.0001287146,0.00004372594,0.000002695055,0.000003841032,0.0005033758,0.00000314273,0.000210475],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02307798,"threshold_uncertainty_score":0.1674433,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03139440455275675,"score_gpt":0.3518193391821357,"score_spread":0.3204249346293789,"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."}}