{"id":"W4255352104","doi":"10.2807/1560-7917.es.2016.21.11.30168","title":"Interim estimates of 2015/16 vaccine effectiveness against influenza A(H1N1)pdm09, Canada, February 2016","year":2016,"lang":"en","type":"article","venue":"Eurosurveillance","topic":"Influenza Virus Research Studies","field":"Medicine","cited_by":49,"is_retracted":false,"has_abstract":true,"ca_institutions":"Public Health Agency of Canada; Provincial Laboratory of Public Health; University of Toronto; University of Alberta; Université Laval; University of Manitoba; Institut National de Santé Publique du Québec; Centre hospitalier universitaire de Québec; University of Calgary; University of British Columbia; Public Health Ontario; BC Centre for Disease Control","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; Subclade; Medicine; Confidence interval; Influenza vaccine; Interim analysis; Influenza A virus; Internal medicine; Virology; Vaccination; Immunology; Virus; Randomized controlled trial; Biology; Clade; Gene; Genetics","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":[0.0007790203,0.0003501444,0.0008230994,0.0001523692,0.0000943351,0.00001335099,0.0002895322,0.00008059677,0.0001147243],"category_scores_gemma":[0.00226509,0.0002236612,0.0001156676,0.0002803399,0.0001971957,0.0001277536,0.0002798741,0.0002067442,0.00009122583],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004576384,"about_ca_system_score_gemma":0.0006985064,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.06882604,"about_ca_topic_score_gemma":0.03962221,"domain_scores_codex":[0.9973876,0.0002523664,0.000573425,0.0005033658,0.0006314534,0.0006518274],"domain_scores_gemma":[0.9970613,0.001210465,0.0002180565,0.0007137076,0.0005606706,0.0002358407],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001932414,0.0001209652,0.7574293,0.0006089868,0.000277592,0.0001354727,0.00005256066,0.00001257683,0.1706222,0.00004901939,0.05416529,0.01459369],"study_design_scores_gemma":[0.003422013,0.0003579168,0.9139106,0.000923487,0.00001637919,0.000018342,0.00001347933,0.00002024923,0.05475966,0.00006984227,0.02621768,0.0002703559],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9898856,0.003980259,0.0003389826,0.001654636,0.0004550426,0.0006232063,0.0001964808,0.0001108208,0.002754935],"genre_scores_gemma":[0.9973117,0.0005625851,0.0001261016,0.001254102,0.0001589114,0.00004823001,0.000009631738,0.00006044339,0.0004682944],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1564813,"threshold_uncertainty_score":0.9779022,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0379397032415825,"score_gpt":0.3475168891100175,"score_spread":0.309577185868435,"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."}}