{"id":"W2111783756","doi":"10.1093/cid/cis431","title":"A Sentinel Platform to Evaluate Influenza Vaccine Effectiveness and New Variant Circulation, Canada 2010–2011 Season","year":2012,"lang":"en","type":"article","venue":"Clinical Infectious Diseases","topic":"Influenza Virus Research Studies","field":"Medicine","cited_by":124,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba; Public Health Agency of Canada; University of Calgary; Provincial Laboratory of Public Health; Université Laval; University of Toronto; University of British Columbia; Public Health Ontario; Provincial Health Services Authority","funders":"Canadian Institutes of Health Research","keywords":"Medicine; Confidence interval; Odds ratio; Influenza vaccine; Hemagglutination assay; Outbreak; Hemagglutinin (influenza); Influenza A virus; Vaccination; Virology; Internal medicine; Immunology; Virus","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":[0.001084114,0.0003244198,0.0007557448,0.0001409976,0.0002636564,0.00004612004,0.00009611555,0.0001344208,0.0003083087],"category_scores_gemma":[0.006333644,0.0002662328,0.0001708134,0.0003086867,0.00008604702,0.0002728351,0.0002542726,0.0003625811,0.000178257],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003455905,"about_ca_system_score_gemma":0.001322793,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.07098266,"about_ca_topic_score_gemma":0.01375134,"domain_scores_codex":[0.9972293,0.0002646639,0.000663932,0.0004840151,0.0006121756,0.0007459623],"domain_scores_gemma":[0.9954211,0.001532617,0.0001442389,0.0004877452,0.0004613499,0.001952946],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005731301,0.0004268527,0.9716338,0.000211832,0.0004606079,0.00003401419,0.00005564185,0.00006193144,0.00005862074,0.00009883668,0.01936799,0.007016724],"study_design_scores_gemma":[0.004847026,0.0002708189,0.9841766,0.0001460655,0.0005100695,0.0000290048,0.00002104561,0.0001573785,0.00002898686,0.0002135065,0.009312483,0.0002870434],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9935788,0.002999321,0.0001771023,0.0005776113,0.0007758306,0.001218247,0.00004259049,0.0001433991,0.0004871285],"genre_scores_gemma":[0.993736,0.000143683,0.00002515396,0.004623129,0.001149789,0.0001059214,0.0000172776,0.00004559307,0.0001534427],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05723133,"threshold_uncertainty_score":0.999979,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1365626697825992,"score_gpt":0.4339511192123927,"score_spread":0.2973884494297935,"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."}}