{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0005148812,0.000261764,0.0004597453,0.0002152407,0.00007203496,0.00007811179,0.0001421758,0.00007886106,0.0000147348],"category_scores_gemma":[0.00140876,0.0002580026,0.00004817545,0.001372902,0.0000984264,0.0003064568,0.0001174853,0.0003551243,0.00002342807],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007484508,"about_ca_system_score_gemma":0.00007383761,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003810677,"about_ca_topic_score_gemma":0.0002068209,"domain_scores_codex":[0.997809,0.0002448643,0.0003118528,0.0008876481,0.0003521047,0.0003945625],"domain_scores_gemma":[0.9988732,0.0001001782,0.0001232258,0.000525236,0.0001225779,0.0002555964],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005896421,0.00007396265,0.5111337,0.0002214021,0.00001124429,0.00021992,0.0002692888,0.00005126392,0.4862767,0.00000558897,0.0007803058,0.0003669785],"study_design_scores_gemma":[0.001204034,0.0004177836,0.9461219,0.0001258796,0.00001933916,0.0001300322,0.00001178563,0.002021265,0.04184872,0.000003773581,0.00782572,0.0002697519],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9854635,0.000104921,0.000252244,0.01278179,0.0003087612,0.0007236569,0.00005364951,0.0002108575,0.0001006039],"genre_scores_gemma":[0.9946242,0.00008598314,0.0001730089,0.004568662,0.0003607422,0.000006669972,0.00004400186,0.00004750015,0.00008925934],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.444428,"threshold_uncertainty_score":0.9999872,"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."}}