{"id":"W4220757474","doi":"10.1038/s41467-022-28905-5","title":"Autoantibodies targeting GPCRs and RAS-related molecules associate with COVID-19 severity","year":2022,"lang":"en","type":"article","venue":"Nature Communications","topic":"SARS-CoV-2 and COVID-19 Research","field":"Medicine","cited_by":147,"is_retracted":false,"has_abstract":true,"ca_institutions":"Arthritis Research Centre of Canada; Discovery Centre; University of Toronto","funders":"Israel Science Foundation; Natural Sciences and Engineering Research Council of Canada; Coordenação de Aperfeiçoamento de Pessoal de Nível Superior; Fundação de Amparo à Pesquisa do Estado de São Paulo; Deutsche Forschungsgemeinschaft","keywords":"Autoantibody; Immunology; Antibody; Disease; Immune system; Pathogenesis; Chemokine receptor; CXCR3; Receptor; Medicine; Biology; Chemokine; Internal medicine","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0007545992,0.0001442635,0.0002448946,0.000172198,0.001291949,0.00004064193,0.0005736072,0.0001620286,0.00002511335],"category_scores_gemma":[0.001136692,0.0001277862,0.00006358558,0.0006438619,0.0002903789,0.0000701932,0.0008883909,0.002192335,0.000006941183],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000320965,"about_ca_system_score_gemma":0.0005532756,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002368622,"about_ca_topic_score_gemma":0.0002398498,"domain_scores_codex":[0.9984304,0.0003819266,0.0002157617,0.0002567742,0.0004476083,0.0002675139],"domain_scores_gemma":[0.9980396,0.0005897033,0.0001154796,0.001012456,0.0001661999,0.00007656544],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0008003089,0.001528337,0.8776305,0.0003441543,0.001417258,0.0002397223,0.0110676,0.00004698282,0.0340977,0.02391972,0.04490558,0.004002154],"study_design_scores_gemma":[0.00227147,0.0002129683,0.03440336,0.00003616048,0.0001656255,0.0001593555,0.002341001,0.003245231,0.001129552,0.0009433112,0.9547752,0.0003167616],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8707289,0.04910661,0.0001213053,0.0594071,0.0001372262,0.001260018,0.0001777826,0.0005951625,0.01846594],"genre_scores_gemma":[0.9556631,0.0001207657,0.002156526,0.04168916,0.00001512347,0.0001064181,0.0001095312,0.00002699018,0.0001123946],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9098696,"threshold_uncertainty_score":0.9936756,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03044344015415024,"score_gpt":0.3642515215428578,"score_spread":0.3338080813887076,"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."}}