{"id":"W2587840149","doi":"10.2807/1560-7917.es.2017.22.6.30460","title":"Interim estimates of 2016/17 vaccine effectiveness against influenza A(H3N2), Canada, January 2017","year":2017,"lang":"en","type":"article","venue":"Eurosurveillance","topic":"Influenza Virus Research Studies","field":"Medicine","cited_by":71,"is_retracted":false,"has_abstract":true,"ca_institutions":"Public Health Agency of Canada; University of Toronto; Provincial Laboratory of Public Health; University of Alberta; Université Laval; Institut National de Santé Publique du Québec; Centre hospitalier universitaire de Québec; University of Calgary; Public Health Ontario; BC Centre for Disease Control; University of British Columbia","funders":"Ministère de la Santé; Ministère de la Santé et des Services sociaux; British Columbia Centre for Disease Control; Institut National de Santé Publique du Québec","keywords":"Interim; Influenza vaccine; Confidence interval; Interim analysis; Clade; Virology; Medicine; Influenza-like illness; Immunology; Biology; Clinical trial; Internal medicine; Vaccination; Geography; 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":[0.01078189,0.0009624161,0.0009974175,0.001060826,0.0007927876,0.001163077,0.001334952,0.0004138957,0.001488304],"category_scores_gemma":[0.01474605,0.0003807549,0.001348086,0.00138289,0.000518644,0.0007262456,0.000781308,0.001324407,0.0002651471],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0187804,"about_ca_system_score_gemma":0.0237698,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9323001,"about_ca_topic_score_gemma":0.916276,"domain_scores_codex":[0.9967133,0.0005856896,0.0001450638,0.0003577723,0.001630165,0.0005680198],"domain_scores_gemma":[0.9946561,0.00072594,0.0006844285,0.0003490447,0.003163714,0.0004207625],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.007666365,0.0002399903,0.7914873,0.001035332,0.004777215,0.0001348989,0.001067991,0.03142516,0.00239506,0.005910553,0.03282264,0.1210374],"study_design_scores_gemma":[0.0002228796,0.0009796459,0.9548799,0.0002974891,0.001603595,0.00009954702,0.0004572096,0.007629686,0.003070134,0.0008257458,0.02985996,0.00007409279],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.731083,0.01298556,0.01278096,0.002668373,0.0002119437,0.0009754588,0.2178679,0.0003951127,0.02103179],"genre_scores_gemma":[0.9251039,0.00232273,0.008335909,0.0004911777,0.00005254444,0.0005385194,0.05501445,0.00004158229,0.00809927],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06769991,"threshold_uncertainty_score":0.136262,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06970059980203483,"score_gpt":0.3837709974110061,"score_spread":0.3140703976089713,"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."}}