{"id":"W3185845224","doi":"10.3390/immuno1030015","title":"Rescuing Immunosenescence via Non-Specific Vaccination","year":2021,"lang":"en","type":"article","venue":"Immuno","topic":"Immune responses and vaccinations","field":"Immunology and Microbiology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto General Hospital; University of Toronto; University Health Network","funders":"","keywords":"Immunosenescence; Vaccination; Immunology; Immune system; Pandemic; Disease; Population; Biology; Medicine; Coronavirus disease 2019 (COVID-19); Infectious disease (medical specialty); Environmental health","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":[0.0004934996,0.0003424805,0.0005094658,0.0002451763,0.0001312758,0.0006144569,0.0003792518,0.0006423784,0.00165827],"category_scores_gemma":[0.0003775377,0.0001015225,0.0003179777,0.0001295794,0.0003783498,0.0007250807,0.0004116985,0.001150019,0.0005403748],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002954232,"about_ca_system_score_gemma":0.0003840017,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001372169,"about_ca_topic_score_gemma":0.0002180162,"domain_scores_codex":[0.9998212,0.00005079116,0.00001256502,0.00003063515,0.00004030207,0.00004459356],"domain_scores_gemma":[0.9999025,0.00003018777,0.00002581604,0.0000105274,0.00001790732,0.00001305611],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0006392311,0.0006401607,0.001669698,0.005730292,0.0001400224,0.0004889721,0.0002361287,0.001225563,0.426677,0.03269141,0.01032015,0.5195413],"study_design_scores_gemma":[0.0001503278,0.007406018,0.007882613,0.002299421,0.0003266853,0.003439697,0.000462378,0.003650432,0.2689809,0.02176969,0.6835718,0.00006009966],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.1707405,0.7324364,0.05770047,0.008346807,0.005031621,0.0004456154,0.0004674394,0.0005437927,0.0242874],"genre_scores_gemma":[0.5416917,0.4241089,0.01644734,0.003913322,0.001678778,0.0004051176,0.0005261871,0.0000628767,0.01116589],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.00165827,"threshold_uncertainty_score":0.005547464,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01135979610456511,"score_gpt":0.2504120997046312,"score_spread":0.2390523036000661,"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."}}