{"id":"W3094422077","doi":"10.2807/1560-7917.es.2020.25.41.2001721","title":"SARS-CoV-2 antibody prevalence, titres and neutralising activity in an antenatal cohort, United Kingdom, 14 April to 15 June 2020","year":2020,"lang":"en","type":"article","venue":"Eurosurveillance","topic":"COVID-19 Impact on Reproduction","field":"Medicine","cited_by":20,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"University of Oxford; Medical Research Council; Kennedy Trust for Rheumatology Research; European Federation of Pharmaceutical Industries and Associations; Robertson Foundation; NIHR Oxford Biomedical Research Centre; Wellcome Trust; Novartis Pharma; Ontario Genomics Institute; Oxford University Hospitals NHS Foundation Trust; Merck KGaA; National Institute for Health and Care Research; Fundação de Amparo à Pesquisa do Estado de São Paulo; Genome Canada; Ontario Genomics; Pfizer","keywords":"Seroprevalence; Medicine; Pregnancy; Epidemiology; Cohort; Seroconversion; Immunology; Population; Cohort study; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Obstetrics; Antibody; Virology; Coronavirus disease 2019 (COVID-19); Serology; Internal medicine; Environmental health; Biology; Disease; Infectious disease (medical specialty)","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000236066,0.0003135892,0.0002789137,0.0008088031,0.0003633864,0.0005852476,0.0002992441,0.0003528743,0.001492186],"category_scores_gemma":[0.001141194,0.0004164008,0.0002597661,0.000715605,0.0003321695,0.0003061809,0.0005375665,0.0002972681,0.0006228616],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007047877,"about_ca_system_score_gemma":0.0003172982,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.07505541,"about_ca_topic_score_gemma":0.06673951,"domain_scores_codex":[0.999734,0.00003808675,0.00003619808,0.00007772418,0.00004489065,0.00006907949],"domain_scores_gemma":[0.9994455,0.00005030547,0.000190882,0.00003916744,0.0001115082,0.0001626889],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000064042,0.00001164073,0.9985994,0.00000651896,0.0000102505,0.0002209063,0.0001929009,0.00001933183,0.0002702968,0.000004873089,0.000146833,0.0004531447],"study_design_scores_gemma":[0.00000187778,0.00003625376,0.9993067,0.000003701373,0.000004302924,0.0002848345,0.000198282,0.00001899013,0.00002579716,0.00000143525,0.0001166224,0.000001382232],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9984238,0.0001228014,0.00002481687,0.00002156808,0.000003863047,0.000006809978,0.001030538,0.000002720804,0.0003631102],"genre_scores_gemma":[0.9982952,0.0001445229,0.00004044073,0.00002820599,0.000004245896,0.00001022791,0.001025193,0.000001740705,0.0004501954],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07505541,"threshold_uncertainty_score":0.1492371,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06117817526091213,"score_gpt":0.364061149967206,"score_spread":0.3028829747062939,"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."}}