{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001475615,0.0006302146,0.0004687837,0.001353547,0.001500801,0.0006039313,0.0008761683,0.0003095637,0.001736714],"category_scores_gemma":[0.002462981,0.0003678223,0.0005008784,0.00213966,0.0003294095,0.0002905539,0.0009363868,0.0003679584,0.0003372673],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01344631,"about_ca_system_score_gemma":0.02308699,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9784821,"about_ca_topic_score_gemma":0.9891935,"domain_scores_codex":[0.9990525,0.0001106831,0.00004504439,0.0001645928,0.00035454,0.0002727193],"domain_scores_gemma":[0.9965811,0.0001430174,0.0004458189,0.0000986149,0.002099106,0.0006323093],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0007954119,0.000114237,0.9680741,0.0001123219,0.0001993057,0.0001007412,0.0003057188,0.0009872649,0.001241318,0.0001935763,0.01002933,0.01784661],"study_design_scores_gemma":[0.0001129272,0.0003186889,0.9872156,0.00004954917,0.00009544796,0.0001215603,0.0005438444,0.00345152,0.0005882934,0.00005836799,0.007421461,0.00002273956],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9263266,0.0009825299,0.00248318,0.0005152101,0.00006564623,0.0008824198,0.06253175,0.0002267463,0.005985891],"genre_scores_gemma":[0.9529642,0.0006646817,0.007115568,0.0004387876,0.00003126024,0.0005452281,0.03440931,0.00003803361,0.00379285],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02151793,"threshold_uncertainty_score":0.09756029,"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."}}