{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0006758578,0.0003698581,0.0008213653,0.00112629,0.0002506464,0.0001551649,0.0007384974,0.0001211832,0.0002730304],"category_scores_gemma":[0.0009662241,0.0003141136,0.0001490746,0.002545617,0.0002495356,0.0005284291,0.0005567262,0.0003239661,0.0002244632],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005673589,"about_ca_system_score_gemma":0.002310681,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.5348982,"about_ca_topic_score_gemma":0.2229617,"domain_scores_codex":[0.9964188,0.0004250886,0.0007483628,0.0007149063,0.0007533567,0.0009394569],"domain_scores_gemma":[0.9964623,0.0002112002,0.0002310877,0.001260674,0.0004261532,0.001408603],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00552889,0.0002877312,0.970323,0.0001093631,0.0003533689,0.001009465,0.001271283,0.001599503,0.009497404,0.00003143597,0.007110846,0.002877663],"study_design_scores_gemma":[0.00300711,0.000929048,0.9516211,0.0004474856,0.000093305,0.000002156663,0.0002188145,0.00005046594,0.0007612166,0.00003733873,0.04242641,0.0004055653],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9929104,0.0002605547,0.000006173741,0.0005261017,0.0002306674,0.00323237,0.002369925,0.00009682171,0.0003669616],"genre_scores_gemma":[0.996245,0.00002853775,0.000007626827,0.002448066,0.0001556565,0.000790448,0.0001094603,0.000101019,0.0001142261],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3119365,"threshold_uncertainty_score":0.9999311,"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."}}