{"id":"W2137771721","doi":"10.1093/infdis/jis283","title":"Estimates of Influenza Vaccine Effectiveness for 2007–2008 From Canada's Sentinel Surveillance System: Cross-Protection Against Major and Minor Variants","year":2012,"lang":"en","type":"article","venue":"The Journal of Infectious Diseases","topic":"Influenza Virus Research Studies","field":"Medicine","cited_by":66,"is_retracted":false,"has_abstract":true,"ca_institutions":"Provincial Laboratory of Public Health; Toronto Public Health; University of Calgary; University of British Columbia; BC Centre for Disease Control; Public Health Ontario; University of Toronto","funders":"Sanofi Pasteur; British Columbia Centre for Disease Control; Ontario Ministry of Health and Long-Term Care; Canadian Institutes of Health Research; Ministry of Health, British Columbia; Ministère de la Santé; Ministère de la Santé et des Services sociaux; Institut National de Santé Publique du Québec; Public Health Agency of Canada; GlaxoSmithKline; Public Health Agency; Sanofi; Pfizer","keywords":"Medicine; Virology; Virus; Hemagglutination assay; Influenza vaccine; Odds ratio; Influenza A virus; Influenzavirus B; Orthomyxoviridae; Immunology; Internal medicine; Titer","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":[],"consensus_categories":[],"category_scores_codex":[0.000957861,0.0002059982,0.0006121548,0.0001286957,0.0002688351,0.00002557258,0.000102457,0.0000558058,0.00001100506],"category_scores_gemma":[0.002357838,0.0001307958,0.000116242,0.0001719276,0.0001098265,0.0001932173,0.00006457572,0.0001834188,0.000001401002],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002853354,"about_ca_system_score_gemma":0.0003569669,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.05380441,"about_ca_topic_score_gemma":0.00432362,"domain_scores_codex":[0.9983324,0.0002384468,0.0005420211,0.0001130963,0.0004187774,0.0003553047],"domain_scores_gemma":[0.9967777,0.001286768,0.0005423714,0.0002104826,0.0009468393,0.0002358396],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003213568,0.0001815728,0.983741,0.001228,0.0008209278,0.00001138002,0.00008252553,0.0002365646,0.009435846,0.000005618342,0.0005750475,0.0004679941],"study_design_scores_gemma":[0.004572235,0.0002291963,0.9894362,0.0004773294,0.0004224375,0.0001403122,0.0001142071,0.0002154821,0.004107532,0.00003019409,0.0001361511,0.0001186893],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.986756,0.01139475,0.0004387879,0.00004564302,0.0003616632,0.0007066029,0.0002166679,0.00002177566,0.00005814413],"genre_scores_gemma":[0.9991458,0.0001689883,0.00003962215,0.0001148439,0.0004621562,0.00003075404,0.000004992395,0.00002623249,0.000006594638],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04948079,"threshold_uncertainty_score":0.9524964,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02530630095427322,"score_gpt":0.3227686269021976,"score_spread":0.2974623259479244,"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."}}