{"id":"W3137249701","doi":"10.1101/2021.03.16.21253716","title":"Epitope-resolved serology test differentiates the clinical outcome of COVID-19 and identifies defects in antibody response in SARS-CoV-2 variants","year":2021,"lang":"en","type":"preprint","venue":"medRxiv","topic":"SARS-CoV-2 and COVID-19 Research","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Structural Genomics Consortium; London Health Sciences Centre; University of Toronto; Western University","funders":"London Health Sciences Foundation; Strong; Academic Medical Organization of Southwestern Ontario; Lawson Health Research Institute","keywords":"Epitope; Antibody; Virology; Serology; Antigen; Biology; Immunology; Coronavirus; Coronavirus disease 2019 (COVID-19); Medicine; Disease; Infectious disease (medical specialty)","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"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":[0.0004037902,0.0003595052,0.0003137905,0.0005070473,0.0001120924,0.0003440694,0.0001287404,0.0003609683,0.001085647],"category_scores_gemma":[0.0007698616,0.0000869949,0.0002518508,0.000254942,0.0001724827,0.0001828233,0.0001904583,0.0004123771,0.0002507083],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000132688,"about_ca_system_score_gemma":0.00006640823,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003272528,"about_ca_topic_score_gemma":0.00034037,"domain_scores_codex":[0.9997703,0.00004460669,0.00002767596,0.00006544833,0.00004803212,0.00004393238],"domain_scores_gemma":[0.9995928,0.0001091124,0.0001273587,0.00002383351,0.00006540732,0.00008139901],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0007938616,0.0001537698,0.8718392,0.00005087555,0.00006462629,0.0005016494,0.00008425376,0.0001867653,0.1181573,0.00007415307,0.0002199618,0.007873672],"study_design_scores_gemma":[0.00001570491,0.0008276781,0.9718369,0.00001255807,0.00004480981,0.002182969,0.0001143149,0.00136091,0.02298308,0.00009254194,0.0005216243,0.000006960737],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9979661,0.0003371733,0.0006201793,0.00002771854,0.00001288876,0.00001572801,0.0001992992,0.00001534897,0.0008057478],"genre_scores_gemma":[0.9990841,0.00007335928,0.0004250199,0.00003271236,0.00000686586,0.000005210276,0.0002307015,0.000002635292,0.0001393115],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001085647,"threshold_uncertainty_score":0.00363183,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1283838829626022,"score_gpt":0.4514693532774854,"score_spread":0.3230854703148833,"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."}}