{"id":"W2902433611","doi":"10.1093/ofid/ofy210.829","title":"992. 2016–2017 Influenza Burden of Disease and End-of-Season Influenza Vaccine Effectiveness (VE) Estimates for Preventing Influenza-Related Hospitalization Among Canadian Adults: An Analysis From the Canadian Immunization Research Network (CIRN) Serious Outcomes Surveillance (SOS) Network","year":2018,"lang":"en","type":"article","venue":"Open Forum Infectious Diseases","topic":"Influenza Virus Research Studies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Saint John Regional Hospital; Moncton Hospital; McGill University; Université de Sherbrooke; Toronto East General Hospital; Centre intégré universitaire de santé et de services sociaux de la Mauricie-et-du-Centre-du-Québec; North York General Hospital; McMaster University; William Osler Health System; Public Health Ontario; Mount Sinai Hospital; Ottawa Hospital; Izaak Walton Killam Health Centre; Centre hospitalier universitaire de Québec; Nova Scotia Health Authority; Health Sciences North; Dalhousie University","funders":"Sanofi Pasteur; Canadian Institutes of Health Research; University of Rochester; Sanofi; Medical Center, University of Rochester; Pfizer","keywords":"Medicine; Influenza vaccine; Vaccination; Immunization; Odds ratio; Disease burden; Logistic regression; Intensive care unit; Internal medicine; Confidence interval; Disease; Pediatrics; Emergency medicine; Immunology","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":[0.002078894,0.000845647,0.0007068393,0.002320474,0.0008606128,0.000978751,0.001448389,0.0003701605,0.003158255],"category_scores_gemma":[0.008326316,0.0004344673,0.002719129,0.004512532,0.0003338792,0.000419365,0.0006780954,0.0007876303,0.0005337679],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0183319,"about_ca_system_score_gemma":0.02558939,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9881719,"about_ca_topic_score_gemma":0.9858371,"domain_scores_codex":[0.9974684,0.0002731311,0.0003014843,0.0002721249,0.001380948,0.0003039512],"domain_scores_gemma":[0.9957405,0.0003187925,0.001103915,0.0001922271,0.002212608,0.0004319651],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006911035,0.00003641498,0.9577444,0.0008666157,0.002268438,0.00005584246,0.0001284315,0.00239228,0.0001388102,0.0004052327,0.02118584,0.01408654],"study_design_scores_gemma":[0.00006508527,0.00003599887,0.9910598,0.0001967513,0.0006073944,0.00005712116,0.0001241075,0.002469558,0.00009659889,0.00005013946,0.005213197,0.00002420081],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"dataset","genre_gemma":"empirical","genre_scores_codex":[0.4373417,0.01776457,0.00213998,0.001411271,0.0002227273,0.0005026075,0.5240324,0.0002346421,0.01635014],"genre_scores_gemma":[0.8423383,0.003899982,0.001775708,0.0003499438,0.00008293722,0.0001508776,0.1495193,0.00004755812,0.001835398],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.0183319,"threshold_uncertainty_score":0.1330079,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02879258541313741,"score_gpt":0.3700324722371192,"score_spread":0.3412398868239818,"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."}}