{"id":"W4406377894","doi":"10.3389/fimmu.2024.1513717","title":"Impact of SARS-CoV-2 vaccination and of seasonal variations on the innate immune inflammatory response","year":2025,"lang":"en","type":"article","venue":"Frontiers in Immunology","topic":"Immune responses and vaccinations","field":"Immunology and Microbiology","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institut National de Santé Publique du Québec; University of Ottawa; PROTEO; Université Laval; Université de Montréal; Regroupement Québécois sur les Matériaux de Pointe","funders":"Canada First Research Excellence Fund; Public Health Agency; Public Health Agency of Canada","keywords":"Innate immune system; Vaccination; Immune system; Immunology; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Coronavirus disease 2019 (COVID-19); Inflammatory response; Medicine; Inflammation; 2019-20 coronavirus outbreak; Virology; Biology; Infectious disease (medical specialty); Disease; Outbreak; Internal medicine","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003216548,0.0001977961,0.00021785,0.000119066,0.0001738331,0.0002861914,0.00009103883,0.0001871443,0.001273715],"category_scores_gemma":[0.0003905637,0.00005728021,0.0001378047,0.0001429593,0.0001448495,0.000123481,0.0001097472,0.0001864128,0.0001382083],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005716523,"about_ca_system_score_gemma":0.0007188414,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02165781,"about_ca_topic_score_gemma":0.04218527,"domain_scores_codex":[0.9998124,0.00004339779,0.000006673661,0.00003523434,0.00003883177,0.00006349135],"domain_scores_gemma":[0.9996765,0.00005165279,0.0001003047,0.00002053417,0.00007791221,0.00007309973],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003565697,0.0003143098,0.8723731,0.000130478,0.0001647634,0.0002377633,0.0002230174,0.0003840988,0.1018325,0.00003495302,0.0005791381,0.02016011],"study_design_scores_gemma":[0.000002342226,0.0003041459,0.9983309,0.000003694086,0.00001203894,0.00004100119,0.00005931628,0.0001051188,0.0009316898,0.000004550964,0.0002034721,0.000001831999],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9985574,0.0004924744,0.00006309051,0.00002832804,0.000008590383,0.00001049081,0.0002944758,0.000003663269,0.0005414581],"genre_scores_gemma":[0.9991191,0.0001292727,0.00006954768,0.00002705483,0.000006819831,0.000005906233,0.000273935,0.000001099551,0.0003672844],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02165781,"threshold_uncertainty_score":0.04306352,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009702584957308611,"score_gpt":0.2741958578189316,"score_spread":0.264493272861623,"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."}}