{"id":"W4407109385","doi":"10.1093/ofid/ofaf058","title":"Oseltamivir Reduces 30-Day Mortality in Older Adults With Influenza: A Pooled Analysis From the 2012–2019 Serious Outcomes Surveillance Network of the Canadian Immunization Research Network","year":2025,"lang":"en","type":"article","venue":"Open Forum Infectious Diseases","topic":"Influenza Virus Research Studies","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"Horizon Health Network; University of Alberta; William Osler Health System; Université de Montréal; Moncton Hospital; Centres Intégré Universitaires de Santé et de Services Sociaux; Mount Sinai Hospital; McGill University; University of Ottawa; St. Boniface Hospital; North York General Hospital; McMaster University; Dalhousie University; Université de Sherbrooke; Toronto East General Hospital; University of Toronto; Alberta Hospital Edmonton; University of British Columbia; University of Alberta Hospital; Ottawa Hospital; University of Manitoba; Centre hospitalier universitaire de Québec; Université Laval","funders":"GlaxoSmithKline Biologicals; Fondation de France; Public Health Agency of Canada","keywords":"Medicine; Oseltamivir; Immunization; Emergency medicine; Pediatrics; Intensive care medicine; Virology; Immunology; Coronavirus disease 2019 (COVID-19); Internal medicine; Antibody","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":["sts"],"consensus_categories":[],"category_scores_codex":[0.001952639,0.0003069012,0.0008638623,0.0002694532,0.001455843,0.0002578295,0.000926859,0.0001349889,0.0001765892],"category_scores_gemma":[0.001623336,0.0001752303,0.000221344,0.005553356,0.0006110521,0.0002704189,0.0009202293,0.0006065841,0.00001362331],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005879729,"about_ca_system_score_gemma":0.001999926,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.5296065,"about_ca_topic_score_gemma":0.9098448,"domain_scores_codex":[0.9955276,0.001408153,0.000604814,0.0005375704,0.0008190399,0.001102849],"domain_scores_gemma":[0.9960018,0.001247203,0.0002256573,0.001374649,0.0009470432,0.0002036786],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002779132,0.0001836835,0.9739206,0.00003448753,0.00310561,0.00000942501,0.0003712368,0.009658553,0.000001961726,0.0002156903,0.01084722,0.001373661],"study_design_scores_gemma":[0.002121433,0.00008670847,0.9939704,0.0004981405,0.0005691485,3.203145e-7,0.0004507191,0.000341967,0.00001156373,0.0004838671,0.001286504,0.0001792278],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9827812,0.005751065,0.00001120608,0.002544704,0.0001734949,0.003466649,0.0003022776,0.00003791802,0.004931535],"genre_scores_gemma":[0.9966444,0.0002739988,0.000009413537,0.002026067,0.00007207345,0.0003852523,0.0001174165,0.00002976332,0.000441573],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3802384,"threshold_uncertainty_score":0.9998441,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02512939089829435,"score_gpt":0.3653978462221914,"score_spread":0.340268455323897,"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."}}