{"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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0002617076,0.0001910337,0.0002444912,0.0001299251,0.0004721365,0.00005753856,0.0002784334,0.0002124958,0.003078431],"category_scores_gemma":[0.00007024671,0.0001952063,0.0001553498,0.0004038913,0.00003619047,0.0002141516,0.0001578048,0.0003432782,0.001916541],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009305779,"about_ca_system_score_gemma":0.00008935514,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006177637,"about_ca_topic_score_gemma":0.000008793173,"domain_scores_codex":[0.9986033,0.0002211033,0.0003793748,0.0003382727,0.00004977671,0.0004081198],"domain_scores_gemma":[0.99878,0.000170536,0.0001114964,0.0006359317,0.0002879202,0.00001412487],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.00009665215,0.0001211516,0.0001631929,0.000008887147,0.00008386132,0.00001969036,0.0002798685,0.000004691185,0.8890138,0.001499068,0.002018247,0.1066909],"study_design_scores_gemma":[0.001684631,0.00007068638,0.1471736,0.00005521799,0.00002435493,0.0003894338,0.0003952628,0.00001568203,0.6302046,0.0002922225,0.2193739,0.0003203386],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8585185,0.09888694,0.01320069,0.001583487,0.006147118,0.0005309155,0.00003055318,0.0003554877,0.02074625],"genre_scores_gemma":[0.9842218,0.001482217,0.0002343103,0.00009340719,0.00003969027,0.00002665983,0.0001957805,0.00002745587,0.01367874],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2588091,"threshold_uncertainty_score":0.9988606,"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."}}