{"id":"W2791624872","doi":"10.1016/j.vaccine.2018.02.093","title":"Influenza vaccine effectiveness to prevent influenza-related hospitalizations and serious outcomes in Canadian adults over the 2011/12 through 2013/14 influenza seasons: A pooled analysis from the Canadian Immunization Research Network (CIRN) Serious Outcomes Surveillance (SOS Network)","year":2018,"lang":"en","type":"article","venue":"Vaccine","topic":"Influenza Virus Research Studies","field":"Medicine","cited_by":72,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University; William Osler Health System; Université de Sherbrooke; Toronto East General Hospital; Moncton Hospital; Centres Intégré Universitaires de Santé et de Services Sociaux; Horizon Health Network; Health Sciences North; North York General Hospital; McMaster University; GlaxoSmithKline (Canada); Mount Sinai Hospital; Alberta Hospital Edmonton; University of British Columbia; University of Alberta Hospital; Ottawa Hospital; Izaak Walton Killam Health Centre; Nova Scotia Health Authority; Centre hospitalier universitaire de Québec; St. Boniface Hospital; Dalhousie University","funders":"GlaxoSmithKline Biologicals; Canadian Institutes of Health Research; GlaxoSmithKline; Canadian Immunization Research Network; Public Health Agency of Canada; Pfizer","keywords":"Immunization; Influenza vaccine; Medicine; Live attenuated influenza vaccine; Vaccination; Virology; Environmental health; Human mortality from H5N1; Immunology; Coronavirus disease 2019 (COVID-19); Infectious disease (medical specialty); Immune system; Disease; Internal medicine","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":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.004942168,0.0008081367,0.001660015,0.001007611,0.002514987,0.0003406812,0.0009812384,0.0004785989,0.0004923621],"category_scores_gemma":[0.003895732,0.0005335983,0.0002844731,0.006302483,0.0002068216,0.0004564375,0.0006834381,0.001297868,0.0002091007],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001878261,"about_ca_system_score_gemma":0.001632976,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9516227,"about_ca_topic_score_gemma":0.9972336,"domain_scores_codex":[0.9915923,0.00202168,0.001229002,0.001152387,0.001176435,0.0028282],"domain_scores_gemma":[0.9923183,0.002402874,0.0003077491,0.002121667,0.001781138,0.001068314],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0007676563,0.0001012693,0.971935,0.00004546103,0.003764142,0.00004033869,0.00333918,0.01134646,0.000009389672,0.0001643752,0.008082956,0.0004037424],"study_design_scores_gemma":[0.004552714,0.0004330951,0.9613252,0.0003586376,0.0005952761,0.000004993246,0.0002623273,0.002205071,0.000009293026,0.0003454378,0.0293633,0.0005446363],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9734648,0.009788549,0.00002456454,0.009877834,0.0003598997,0.005812749,0.0003172251,0.0001123125,0.000242077],"genre_scores_gemma":[0.9867445,0.0007324241,0.0001054837,0.01087063,0.0004035863,0.0006073376,0.0001914979,0.0001359736,0.0002085791],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04561084,"threshold_uncertainty_score":0.9997116,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02701781444242355,"score_gpt":0.3560585326838037,"score_spread":0.3290407182413801,"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."}}