{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00519191,0.0004874756,0.00111973,0.0003696025,0.001261669,0.0002001289,0.001627297,0.0002927774,0.0002810227],"category_scores_gemma":[0.003633934,0.0002238894,0.0004649344,0.004565464,0.0006003252,0.0005845404,0.0006789353,0.0007244772,0.0000306795],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00145657,"about_ca_system_score_gemma":0.00241392,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9559864,"about_ca_topic_score_gemma":0.9963305,"domain_scores_codex":[0.9913346,0.00382863,0.001155099,0.0006901606,0.001252652,0.00173882],"domain_scores_gemma":[0.9929168,0.003371452,0.000552562,0.001832997,0.0009989791,0.0003272275],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000924388,0.0001869663,0.9828308,0.00005980974,0.001781663,0.00001334943,0.001043699,0.007575432,0.000005557864,0.0008142799,0.004101802,0.0006623091],"study_design_scores_gemma":[0.005071596,0.0002894508,0.9835377,0.0008550333,0.000525695,0.000002239675,0.0003316501,0.0002659303,0.000008791681,0.004011935,0.004827676,0.0002723423],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.982726,0.005467126,0.000007040591,0.003666379,0.0002286461,0.006356518,0.0004292917,0.00002467036,0.001094334],"genre_scores_gemma":[0.9955564,0.000392526,0.000003824151,0.003075857,0.00009748223,0.0007056972,0.0000550649,0.00005692322,0.00005622563],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04034407,"threshold_uncertainty_score":0.9703868,"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."}}