{"id":"W4415492765","doi":"10.70962/jhi.20250090","title":"Auto-Abs against type I IFNs: Strong, common, and global determinants of severe arboviral diseases","year":2025,"lang":"en","type":"article","venue":"Journal of Human Immunity","topic":"Mosquito-borne diseases and control","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"University Hospital Foundation","funders":"Stavros Niarchos Foundation; Agence Nationale de Recherches sur le Sida et les Hépatites Virales; Ministero della Salute; National Center for Advancing Translational Sciences; HORIZON EUROPE Framework Programme; Agence Nationale de la Recherche; Institut des maladies génétiques Imagine; Ministère de l'Enseignement supérieur, de la Recherche et de l'Innovation; European Commission; Rockefeller University; Institut National de la Santé et de la Recherche Médicale; Fondation du Souffle; JPB Foundation; SCOR Corporate Foundation for Science; National Institutes of Health; Fisher Center for Alzheimer's Research Foundation; Meyer Foundation; St. Giles Foundation; Howard Hughes Medical Institute","keywords":"Encephalitis; Disease; Flavivirus; Alphavirus; Arbovirus; West Nile virus; Togaviridae; Yellow fever; Flaviviridae","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":[0.0003768351,0.0002891948,0.0002089277,0.0004508645,0.0001972561,0.0004414008,0.0001217428,0.0003294798,0.002952738],"category_scores_gemma":[0.000692812,0.00009701405,0.00013387,0.0003823812,0.0002204142,0.0003151372,0.0002651441,0.0005375261,0.0002695791],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001526989,"about_ca_system_score_gemma":0.0001491873,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006528847,"about_ca_topic_score_gemma":0.0007080656,"domain_scores_codex":[0.9997448,0.00005229629,0.00002796753,0.00005377419,0.00006511557,0.0000560172],"domain_scores_gemma":[0.9994854,0.0000683592,0.0002527486,0.00003548499,0.00006002676,0.00009796645],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005153745,0.00009881912,0.9299663,0.0001631215,0.00009257744,0.0006769842,0.0001506609,0.00008396529,0.01687709,0.0002905065,0.001424647,0.04965997],"study_design_scores_gemma":[0.00001123795,0.0001214958,0.9914005,0.00006194613,0.00005579308,0.003256507,0.000189254,0.0001421218,0.001314034,0.0002699646,0.003171891,0.00000512339],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9860104,0.007911717,0.0005344105,0.0004720592,0.00005726499,0.00001920729,0.0003689954,0.0000281782,0.004597781],"genre_scores_gemma":[0.9976827,0.001101724,0.0002762651,0.000125005,0.00009025679,0.000005375499,0.0001772124,0.000003835608,0.0005375569],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002952738,"threshold_uncertainty_score":0.009877861,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01295770307503716,"score_gpt":0.323393808178673,"score_spread":0.3104361051036358,"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."}}