{"id":"W6977594004","doi":"10.6084/m9.figshare.c.6162901.v1","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":"other","venue":"Figshare","topic":"Atmospheric and Environmental Gas Dynamics","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University; Dalhousie University; NOSM University; Health Sciences North","funders":"","keywords":"Vaccination; Immune system; Antibody; Influenza vaccine; Serology; Antibody response; Adverse effect; Hemagglutination assay","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"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":[0.0009939176,0.0002363473,0.0002751162,0.0003133179,0.0001881848,0.0003771734,0.0002278158,0.0003582553,0.001271826],"category_scores_gemma":[0.001922232,0.000135045,0.0003369234,0.000284757,0.0001334607,0.0003044339,0.0003098959,0.0004507115,0.0002399091],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001275482,"about_ca_system_score_gemma":0.0001505174,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001305797,"about_ca_topic_score_gemma":0.001347301,"domain_scores_codex":[0.9996772,0.00009500074,0.00002939216,0.0001061111,0.0000407094,0.00005148193],"domain_scores_gemma":[0.9982974,0.0002512267,0.0009029014,0.000129059,0.0001633369,0.0002560405],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005500335,0.00004652482,0.9959726,0.00001836263,0.00006550985,0.00002056444,0.00005919581,0.00005510709,0.001099662,0.000009804559,0.0001046315,0.001997987],"study_design_scores_gemma":[0.000002925623,0.000244538,0.9992731,0.000003811604,0.00002352952,0.00004138868,0.00003733373,0.0001420157,0.0001158077,0.00001080751,0.000103209,0.000001702229],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9992211,0.0001781603,0.0001528237,0.00001842368,0.000009793873,0.00000527324,0.0002348726,0.000003609017,0.0001759774],"genre_scores_gemma":[0.9994986,0.0000359411,0.00008383119,0.00001774831,0.000008428712,0.000006608981,0.000201827,0.000001610495,0.0001453353],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001305797,"threshold_uncertainty_score":0.005256414,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01744283634389803,"score_gpt":0.2563736442406855,"score_spread":0.2389308078967875,"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."}}