{"id":"W3116693575","doi":"10.1093/cid/ciaa1862","title":"Influenza Vaccine Effectiveness Against All-Cause Mortality Following Laboratory-Confirmed Influenza in Older Adults, 2010–2011 to 2015–2016 Seasons in Ontario, Canada","year":2020,"lang":"en","type":"article","venue":"Clinical Infectious Diseases","topic":"Influenza Virus Research Studies","field":"Medicine","cited_by":20,"is_retracted":false,"has_abstract":true,"ca_institutions":"Newfoundland and Labrador Centre for Applied Health Research; McMaster University; Health Sciences Centre; Sunnybrook Health Science Centre; Sinai Health System; Toronto Public Health; North York General Hospital; Institute for Clinical Evaluative Sciences; University of Ottawa; William Osler Health System; Public Health Ontario; Hospital for Sick Children; London Health Sciences Centre; University of Toronto; Children's Hospital of Eastern Ontario","funders":"Canadian Institutes of Health Research; Department of Family and Community Medicine, University of Toronto; Ontario Ministry of Health and Long-Term Care","keywords":"Medicine; Influenza vaccine; Virology; Environmental health; Vaccination","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":[0.001506486,0.0005017077,0.0005387505,0.0004681707,0.0007546861,0.0005694656,0.001141815,0.0003222364,0.0007871636],"category_scores_gemma":[0.004306816,0.0002190039,0.001057088,0.0008789531,0.0003243737,0.0003708418,0.0005533455,0.0004467519,0.00008529752],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02421485,"about_ca_system_score_gemma":0.02494067,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9880031,"about_ca_topic_score_gemma":0.9909518,"domain_scores_codex":[0.9990613,0.0001380312,0.0001163807,0.0001681199,0.0002893656,0.0002267904],"domain_scores_gemma":[0.9975769,0.0002507363,0.0006851848,0.00006132742,0.0008784575,0.0005473194],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006631662,0.00005657992,0.9833211,0.0003516078,0.0005017709,0.00005050472,0.0003024587,0.001495418,0.0002768551,0.00008380084,0.002128098,0.01076858],"study_design_scores_gemma":[0.00005280213,0.000102694,0.9976177,0.00008316262,0.0001944204,0.00002282177,0.0001373685,0.0009162728,0.0001076115,0.00001650118,0.0007405198,0.000008058464],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9751394,0.00777846,0.0005574546,0.0009728784,0.00005488827,0.0001237446,0.01272946,0.00003876403,0.002604896],"genre_scores_gemma":[0.9955528,0.001256752,0.0002345651,0.0001295247,0.0000143174,0.00003070016,0.00237532,0.000003875273,0.0004020417],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02421485,"threshold_uncertainty_score":0.1756919,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09318265655273578,"score_gpt":0.4152337165730165,"score_spread":0.3220510600202807,"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."}}