{"id":"W4285733805","doi":"10.1093/hmg/ddac158","title":"Detailed stratified GWAS analysis for severe COVID-19 in four European populations","year":2022,"lang":"en","type":"review","venue":"Human Molecular Genetics","topic":"Liver Disease Diagnosis and Treatment","field":"Medicine","cited_by":101,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institute of Infection and Immunity","funders":"National Institute of Arthritis and Musculoskeletal and Skin Diseases; Berrikuntza + Ikerketa + Osasuna Eusko Fundazioa; Agencia Estatal de Investigación; Instituto de Salud Carlos III; Agència de Gestió d'Ajuts Universitaris i de Recerca; Junta de Andalucía; Deutsches Zentrum für Lungenforschung; Universität des Saarlandes; Novo Nordisk Fonden; Norges Forskningsråd; Ministero dell’Istruzione, dell’Università e della Ricerca; European Regional Development Fund; Bundesministerium für Bildung und Forschung; Generalitat de Catalunya; “la Caixa” Foundation; Ministerio de Economía y Competitividad; Fondazione Cariplo; Stiftung Universitätsmedizin Essen; Eusko Jaurlaritza; Centres de Recerca de Catalunya; Dipartimenti di Eccellenza; Deutsche Forschungsgemeinschaft; Universität zu Köln; European Commission; Technische Universität München; EU Joint Programme – Neurodegenerative Disease Research; Deutsches Zentrum für Infektionsforschung","keywords":"Biology; Coronavirus disease 2019 (COVID-19); Genome-wide association study; 2019-20 coronavirus outbreak; Pandemic; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Virology; Computational biology; Genetics; Outbreak; Disease; Single-nucleotide polymorphism; Infectious disease (medical specialty); Genotype; Internal medicine; Gene","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":[0.0009735443,0.0004979923,0.001256688,0.0007275267,0.0001011665,0.0004281711,0.0002856554,0.0003626021,0.001840043],"category_scores_gemma":[0.0009093375,0.0001572729,0.00164409,0.001525932,0.0001062341,0.0001849293,0.0002778696,0.000372602,0.0002284313],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002160483,"about_ca_system_score_gemma":0.0004831476,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001529239,"about_ca_topic_score_gemma":0.003425039,"domain_scores_codex":[0.999736,0.00008945811,0.00004868101,0.00006750579,0.00003551715,0.00002290024],"domain_scores_gemma":[0.9997192,0.0001435251,0.00005110927,0.00002190807,0.00004668269,0.0000175108],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.004406221,0.00008918368,0.09575652,0.03025027,0.03503364,0.001887478,0.0002112655,0.001239199,0.006156724,0.002370459,0.01707957,0.8055194],"study_design_scores_gemma":[0.001403759,0.001227794,0.6711829,0.008334322,0.1139368,0.007675451,0.0002929175,0.001453165,0.002565069,0.005047579,0.1867076,0.0001726875],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.037201,0.9566147,0.001830881,0.0006488888,0.0002369661,0.00004709455,0.001518578,0.00004286503,0.001858996],"genre_scores_gemma":[0.2839308,0.705189,0.003760387,0.0009326385,0.000352734,0.0001295061,0.004271415,0.00002833996,0.001405207],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.001840043,"threshold_uncertainty_score":0.00615561,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2176108405584023,"score_gpt":0.4123388902207035,"score_spread":0.1947280496623012,"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."}}