{"id":"W3117759033","doi":"10.1126/science.abc8378","title":"Afucosylated IgG characterizes enveloped viral responses and correlates with COVID-19 severity","year":2020,"lang":"en","type":"article","venue":"Science","topic":"Monoclonal and Polyclonal Antibodies Research","field":"Medicine","cited_by":413,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institute of Infection and Immunity","funders":"Seventh Framework Programme; Horizon 2020 Framework Programme; Stichting Sanquin Bloedvoorziening; Nederlandse Organisatie voor Wetenschappelijk Onderzoek; Universiteit van Amsterdam; Rijksinstituut voor Volksgezondheid en Milieu; European Commission; ZonMw; H2020 European Research Council; Landsteiner Foundation for Blood Transfusion Research","keywords":"Coronavirus disease 2019 (COVID-19); Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); 2019-20 coronavirus outbreak; Virology; Betacoronavirus; Immunology; Medicine; Outbreak; Internal medicine; Disease","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":[0.0003562679,0.0001106168,0.0001829681,0.00007890804,0.000310367,0.00006151698,0.0001630752,0.00003260882,0.0001940389],"category_scores_gemma":[0.0008231369,0.00007183225,0.00002014421,0.00054288,0.001236272,0.0001871388,0.0001499357,0.0002002961,0.00005953715],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003540295,"about_ca_system_score_gemma":0.0007910858,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007197402,"about_ca_topic_score_gemma":0.000006288376,"domain_scores_codex":[0.9986516,0.00004161951,0.0001215541,0.0003713324,0.0005023546,0.0003115473],"domain_scores_gemma":[0.9988897,0.000135215,0.00003618187,0.0001212583,0.0000902199,0.0007273934],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.008481014,0.00007750714,0.4180282,0.0002379303,0.00003457756,0.0006282692,0.003707733,0.000002532459,0.5616949,0.000565404,0.0005824895,0.005959438],"study_design_scores_gemma":[0.00149683,0.001567693,0.9084833,0.00006513789,0.00002601218,0.0004879044,0.0003025596,0.00503732,0.02356645,0.0001172949,0.05855388,0.0002955785],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.971534,0.0001811917,0.00007119458,0.02729995,0.00003442037,0.0001981948,0.00002326889,0.00005652452,0.000601294],"genre_scores_gemma":[0.991216,0.0001210607,0.000691005,0.005932434,0.000052685,0.000005152144,0.000007585763,0.000006271906,0.001967777],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5381285,"threshold_uncertainty_score":0.4555094,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05217232503406762,"score_gpt":0.3392175699290922,"score_spread":0.2870452448950246,"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."}}