{"id":"W4380445827","doi":"10.1093/ofid/ofad315","title":"Leveraging Influenza Virus Surveillance From 2012 to 2015 to Characterize the Burden of Respiratory Syncytial Virus Disease in Canadian Adults ≥50 Years of Age Hospitalized With Acute Respiratory Illness","year":2023,"lang":"en","type":"article","venue":"Open Forum Infectious Diseases","topic":"Respiratory viral infections research","field":"Medicine","cited_by":24,"is_retracted":false,"has_abstract":true,"ca_institutions":"Saint John Regional Hospital; McGill University; Université de Sherbrooke; Toronto East General Hospital; Moncton Hospital; Sinai Health System; McMaster University; Centre intégré universitaire de santé et de services sociaux de la Mauricie-et-du-Centre-du-Québec; North York General Hospital; William Osler Health System; Public Health Ontario; Centre hospitalier de l'Université Laval; 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; Université Laval; Health Sciences North; Dalhousie University","funders":"GlaxoSmithKline Biologicals; Canadian Institutes of Health Research; Sanofi Pasteur; Seqirus; Centre Hospitalier Universitaire de Québec; Public Health Agency of Canada; Pfizer; McMaster University; Canadian Immunization Research Network; Public Health Agency; GlaxoSmithKline; Hamilton Health Sciences; Sanofi","keywords":"Medicine; Respiratory illness; Respiratory system; Virus; Disease; Disease burden; Intensive care medicine; Virology; Pediatrics; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001150084,0.0005076569,0.0003903219,0.002376639,0.001493383,0.001018433,0.001057179,0.000332872,0.001069279],"category_scores_gemma":[0.002862252,0.0002005049,0.0006057659,0.003821003,0.0003188793,0.0004762353,0.0009530535,0.000601358,0.0001957258],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02425897,"about_ca_system_score_gemma":0.03454561,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9912671,"about_ca_topic_score_gemma":0.9956181,"domain_scores_codex":[0.9986477,0.0000681442,0.00009273667,0.000151435,0.0006429151,0.0003970753],"domain_scores_gemma":[0.9973494,0.00007233181,0.0004269606,0.00005294846,0.001703403,0.0003950017],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005393448,0.00001766804,0.9848787,0.0001415204,0.00008836555,0.0000649307,0.0003369729,0.0002793621,0.0003682731,0.0001102053,0.004118448,0.009541597],"study_design_scores_gemma":[0.000003813917,0.00001705615,0.9967824,0.00006089919,0.00003201645,0.00004319136,0.000370565,0.0005325043,0.00009565149,0.00001816228,0.002036762,0.000006766996],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9493074,0.005323402,0.0007362275,0.002135441,0.0000919872,0.0002130412,0.03308493,0.0000749527,0.009032586],"genre_scores_gemma":[0.9862103,0.001844624,0.0009837813,0.0003676273,0.0000349704,0.00004157815,0.009870386,0.000008555698,0.0006382459],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02425897,"threshold_uncertainty_score":0.176012,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02950371095417485,"score_gpt":0.3372214203612434,"score_spread":0.3077177094070686,"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."}}