{"id":"W4207027358","doi":"10.1128/mbio.02141-21","title":"Serological Markers of SARS-CoV-2 Reinfection","year":2022,"lang":"en","type":"article","venue":"mBio","topic":"SARS-CoV-2 and COVID-19 Research","field":"Medicine","cited_by":16,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Center for Advancing Translational Sciences; U.S. Food and Drug Administration; Ragon Institute of MGH, MIT and Harvard; National Cancer Institute; National Institutes of Health; National Institute of Allergy and Infectious Diseases; Vanderbilt University; Hamilton Health Sciences Foundation; Massachusetts Consortium on Pathogen Readiness; Sanofi; Centers for Disease Control and Prevention; National Aeronautics and Space Administration","keywords":"Virology; Serology; Public health; Coronavirus disease 2019 (COVID-19); Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Social distance; Immunity; Herd immunity; Pandemic; 2019-20 coronavirus outbreak; Pathogen; Immunology; Biology; Vaccination; Medicine; Antibody; Immune system; Disease; Infectious disease (medical specialty); Outbreak","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":[0.000539619,0.0005014847,0.0002916855,0.0006317424,0.0001726234,0.0004258371,0.0001563616,0.0004207111,0.0007702741],"category_scores_gemma":[0.0007168186,0.0001497914,0.0002207252,0.0002787327,0.0003055845,0.0002148504,0.00021224,0.0004877828,0.0001844967],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001594115,"about_ca_system_score_gemma":0.000129521,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00106715,"about_ca_topic_score_gemma":0.001067699,"domain_scores_codex":[0.9996885,0.00008238557,0.00003438737,0.00008519766,0.0000589887,0.00005055054],"domain_scores_gemma":[0.9995233,0.00007960128,0.0001678339,0.00006268566,0.0001043959,0.00006218894],"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":[0.000647369,0.0003831271,0.4356352,0.0001479867,0.0001156194,0.000646852,0.0004345421,0.0005919553,0.5500291,0.0001926063,0.0002356934,0.01093992],"study_design_scores_gemma":[0.00001619948,0.002487122,0.9213465,0.00003246969,0.0001182955,0.003366522,0.0004307374,0.001477863,0.06932732,0.0001842428,0.001193572,0.00001906564],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9970898,0.0005624484,0.0007546038,0.00003963373,0.00001042333,0.00005048525,0.0002215203,0.00003931011,0.001231718],"genre_scores_gemma":[0.9988655,0.0001327645,0.0005406776,0.00003064798,0.000005429708,0.00001133884,0.0001987625,0.000002431929,0.0002124429],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00106715,"threshold_uncertainty_score":0.002853811,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06577334967827922,"score_gpt":0.3585047167083255,"score_spread":0.2927313670300463,"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."}}