{"id":"W4292836490","doi":"10.1186/s12979-022-00296-7","title":"Advanced biological age is associated with improved antibody responses in older high-dose influenza vaccine recipients over four consecutive seasons","year":2022,"lang":"en","type":"article","venue":"Immunity & Ageing","topic":"Influenza Virus Research Studies","field":"Medicine","cited_by":16,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University; Dalhousie University; NOSM University; Health Sciences North","funders":"National Institute on Aging; National Institute of Allergy and Infectious Diseases; Canadian Institutes of Health Research; Lung Health Foundation; Government of Canada","keywords":"Medicine; Vaccination; Serostatus; Immunology; Antibody; Influenza vaccine; Immune system; Adverse effect; Creatinine; Internal medicine; Physiology; Viral load; Virus","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"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":[0.001489335,0.0003434507,0.0007353791,0.0004502171,0.0009730028,0.0000395688,0.000316528,0.000130892,0.0004257213],"category_scores_gemma":[0.004374762,0.0002927319,0.0001180531,0.001220498,0.0002419775,0.0001966272,0.0008332115,0.001685393,0.00000852599],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008770289,"about_ca_system_score_gemma":0.0003409409,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001888911,"about_ca_topic_score_gemma":0.0003142496,"domain_scores_codex":[0.9960764,0.001505265,0.0004246246,0.0004662032,0.000650941,0.0008765849],"domain_scores_gemma":[0.997402,0.001288121,0.0002302569,0.0006070025,0.0003045856,0.0001680637],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.02886387,0.001935592,0.7219734,0.00007066097,0.001389751,0.008495233,0.015497,0.0001039088,0.217976,0.00007138155,0.0008214858,0.002801724],"study_design_scores_gemma":[0.01275973,0.001281512,0.9771392,0.0003351747,0.0000627354,0.0000214876,0.002874734,0.00008405083,0.0009100065,0.00003622848,0.004161789,0.000333358],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9966447,0.0006169662,0.000008107815,0.0005211968,0.0001021784,0.001300869,0.0001635705,0.0001515716,0.0004907909],"genre_scores_gemma":[0.9954296,0.000185899,0.0002147289,0.002895703,0.00002722347,0.0002080194,0.0001184016,0.00004889203,0.0008715722],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2551658,"threshold_uncertainty_score":0.9999525,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07135661739752444,"score_gpt":0.3823867956819391,"score_spread":0.3110301782844147,"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."}}