{"id":"W2549988362","doi":"10.1093/ofid/ofw194.75","title":"Influenza Vaccine Effectiveness in the Prevention of Influenza-Related Hospitalization in Canadian Adults Over the 2011/12 Through 2013/14 Season: A Pooled Analysis From the Serious Outcomes Surveillance (SOS) Network of the Canadian Influenza Research Network (CIRN)","year":2016,"lang":"en","type":"article","venue":"Open Forum Infectious Diseases","topic":"Influenza Virus Research Studies","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Moncton Hospital; McGill University; William Osler Health System; Université de Sherbrooke; Toronto East General Hospital; University of Alberta Hospital; Ottawa Hospital; Centre intégré universitaire de santé et de services sociaux de la Mauricie-et-du-Centre-du-Québec; North York General Hospital; McMaster University; Mount Sinai Hospital; Alberta Hospital Edmonton; University of British Columbia; Dalhousie University; Horizon Health Network; Bayer (Canada); Health Sciences North; Izaak Walton Killam Health Centre; Nova Scotia Health Authority; Centre hospitalier universitaire de Québec; St. Boniface Hospital","funders":"","keywords":"Medicine; Influenza season; Pooled analysis; Influenza vaccine; Flu season; Emergency medicine; Vaccination; Intensive care medicine; Environmental health; Family medicine; Pediatrics; Virology; Internal medicine; Meta-analysis","routes":{"ca_aff":true,"ca_fund":false,"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":[0.008826965,0.002442342,0.003963424,0.00441174,0.001005421,0.001435611,0.001638851,0.001012343,0.001420977],"category_scores_gemma":[0.01238048,0.0009773369,0.01324331,0.006739603,0.0005342858,0.0005700885,0.001442481,0.000811504,0.0001204044],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00968323,"about_ca_system_score_gemma":0.01324944,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8623268,"about_ca_topic_score_gemma":0.8749317,"domain_scores_codex":[0.9921774,0.002011531,0.001352016,0.001466988,0.002177621,0.0008145067],"domain_scores_gemma":[0.9939873,0.00102289,0.001649828,0.0006335716,0.002236261,0.0004701103],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.0117175,0.0001130219,0.7129496,0.004246841,0.2403632,0.000187945,0.0002807597,0.001575354,0.000545105,0.0001588371,0.004825544,0.02303632],"study_design_scores_gemma":[0.00129388,0.0006307183,0.8512279,0.0006148985,0.1406948,0.0001312306,0.0002635149,0.001762861,0.0002697249,0.00009323737,0.002909231,0.0001080334],"study_design_candidate":"meta_analysis","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7873698,0.1452913,0.003112359,0.0007816328,0.0004238883,0.0009094807,0.05882857,0.0001844126,0.003098633],"genre_scores_gemma":[0.9733709,0.01223273,0.001825397,0.0002873866,0.000150926,0.0003758122,0.01126867,0.00002906337,0.0004590473],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1376732,"threshold_uncertainty_score":0.2769679,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02945750328954589,"score_gpt":0.3624784170657459,"score_spread":0.3330209137762,"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."}}