{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002222684,0.0004010232,0.0002552312,0.0006141484,0.0001895652,0.0004309014,0.0001464845,0.0003873088,0.001391102],"category_scores_gemma":[0.000627035,0.0001125912,0.0002112765,0.0003283516,0.0002855803,0.0002756912,0.0003203358,0.0005085304,0.0002229514],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002072755,"about_ca_system_score_gemma":0.00009834001,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005379054,"about_ca_topic_score_gemma":0.0003911263,"domain_scores_codex":[0.9998112,0.0000318762,0.00002828759,0.00004476236,0.00004186579,0.0000420641],"domain_scores_gemma":[0.9994174,0.0000433833,0.0003098527,0.00002983588,0.00005848142,0.0001409919],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00238461,0.0001573932,0.8297318,0.00009854518,0.0001180478,0.001610617,0.0001540297,0.0001509393,0.1545798,0.0001448625,0.0002246874,0.01064463],"study_design_scores_gemma":[0.000009638273,0.0005938353,0.9855288,0.00001576838,0.0000361593,0.004229751,0.0001244756,0.0003273908,0.008534827,0.00007469871,0.0005171039,0.000007687665],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9980745,0.000571681,0.0002742644,0.00002673492,0.000008126302,0.00001689658,0.0001325903,0.00001360617,0.0008815664],"genre_scores_gemma":[0.9993772,0.0001315504,0.00009964229,0.00001394913,0.000006874466,0.000003810365,0.0001502886,0.000002172201,0.0002144478],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001391102,"threshold_uncertainty_score":0.004653752,"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."}}