{"id":"W2897416787","doi":"10.1093/cid/ciy876","title":"Vaccine Effectiveness Against Lineage-matched and -mismatched Influenza B Viruses Across 8 Seasons in Canada, 2010–2011 to 2017–2018","year":2018,"lang":"en","type":"article","venue":"Clinical Infectious Diseases","topic":"Influenza Virus Research Studies","field":"Medicine","cited_by":51,"is_retracted":false,"has_abstract":true,"ca_institutions":"Public Health Agency of Canada; University of Winnipeg; Provincial Laboratory of Public Health; University of Toronto; University of Calgary; Université de Montréal; 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":"Canadian Institutes of Health Research","keywords":"Lineage (genetic); Virology; Influenza vaccine; Medicine; Strain (injury); Seasonal influenza; Virus; Biology; Coronavirus disease 2019 (COVID-19); Genetics; Gene; 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":[0.00118474,0.0005105232,0.001414422,0.000198497,0.0003914433,0.00007975997,0.0002548675,0.0002312483,0.0001476233],"category_scores_gemma":[0.007963465,0.0004383197,0.000222273,0.0005622278,0.0005495999,0.0002170595,0.0006153299,0.0006547992,0.0004206187],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007106456,"about_ca_system_score_gemma":0.001738467,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.2296716,"about_ca_topic_score_gemma":0.6956298,"domain_scores_codex":[0.9958003,0.000552566,0.0009856999,0.00098237,0.0005700574,0.001109023],"domain_scores_gemma":[0.9942855,0.00261113,0.0002073866,0.0008651026,0.0006714732,0.001359409],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001539649,0.0006410551,0.975887,0.0002814962,0.0003401979,0.0002140749,0.0002084613,0.00003106209,0.0004596695,0.000006239184,0.01624578,0.004145326],"study_design_scores_gemma":[0.006457713,0.001075897,0.9806708,0.0003925065,0.000140515,0.0000105666,0.0002374394,0.0001431661,0.0008378745,0.00004454607,0.009534194,0.0004547507],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9946485,0.001457222,0.00004173566,0.0004866016,0.0008800837,0.001531855,0.0003906972,0.0001889604,0.000374414],"genre_scores_gemma":[0.9871345,0.0004238329,0.00003952132,0.01109053,0.0008537261,0.0002673906,0.00001683714,0.00007320679,0.0001004367],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4659582,"threshold_uncertainty_score":0.9998069,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1138121505207717,"score_gpt":0.4490367850106439,"score_spread":0.3352246344898722,"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."}}