{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001707994,0.000140409,0.0005500758,0.00009056949,0.0001329743,0.00002781953,0.0001926141,0.00005970558,0.00006141188],"category_scores_gemma":[0.0001272756,0.0001128476,0.0001886189,0.0001346811,0.0001335571,0.0001159616,0.00009822576,0.0002505838,0.000001148492],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007879938,"about_ca_system_score_gemma":0.0002457115,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000873346,"about_ca_topic_score_gemma":0.00004920836,"domain_scores_codex":[0.9988768,0.00008648873,0.0005518647,0.00008917027,0.0002221054,0.0001735487],"domain_scores_gemma":[0.9988517,0.00004882387,0.0003686146,0.0003042964,0.0002695324,0.0001570995],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001573239,0.0007498558,0.9699055,0.0003314003,0.0003651241,0.0001636912,0.00008927945,0.000007902133,0.001696626,0.0006045164,0.001814986,0.02269787],"study_design_scores_gemma":[0.003206907,0.0009314776,0.9926808,0.0005989365,0.0006232173,0.0000516153,0.0004131737,0.0001301716,0.00009882158,0.0007369217,0.0004330862,0.00009491007],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9930427,0.004932269,0.000004577171,0.00010609,0.0001695607,0.0001302532,0.00004532855,0.000009665886,0.001559552],"genre_scores_gemma":[0.9991937,0.0001435601,0.00002374445,0.0002606681,0.00008501761,0.000001017789,0.000007933046,0.000007201987,0.0002771552],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02277526,"threshold_uncertainty_score":0.4601792,"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."}}