{"id":"W3124813749","doi":"10.1007/s00705-020-04874-2","title":"Serological assays and host antibody detection in coronavirus-related disease diagnosis","year":2021,"lang":"en","type":"review","venue":"Archives of Virology","topic":"SARS-CoV-2 and COVID-19 Research","field":"Medicine","cited_by":22,"is_retracted":false,"has_abstract":false,"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Serology; Virology; Biology; Immunoassay; Antibody; Virus; Immunofluorescence; Coronavirus; Middle East respiratory syndrome; Immunology; Disease; Infectious disease (medical specialty); Coronavirus disease 2019 (COVID-19); Medicine; Pathology","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0002302611,0.000314697,0.001750693,0.0005049395,0.00004302611,0.000008842972,0.0001807125,0.0003708998,0.00002857691],"category_scores_gemma":[0.0005973667,0.0002502442,0.0003653365,0.0003132133,0.0005806561,0.00002827243,0.0002835334,0.0008923534,0.00001993251],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002971292,"about_ca_system_score_gemma":0.0002970097,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001064284,"about_ca_topic_score_gemma":0.00006744276,"domain_scores_codex":[0.9974601,0.0007226816,0.0006046626,0.0006287245,0.0001879202,0.0003958787],"domain_scores_gemma":[0.997678,0.001621705,0.0001888524,0.0003973391,0.00001951371,0.00009452864],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003688749,0.0004811476,0.0385966,0.005318984,0.0002772588,0.00104066,0.00007611379,7.000903e-8,0.001206225,0.0001726372,0.000005237467,0.9524562],"study_design_scores_gemma":[0.001865615,0.001425828,0.09844362,0.005429535,0.001130424,0.0003105716,0.0000183933,0.0001252279,0.000227566,0.0004084275,0.8902354,0.0003793849],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.08377101,0.9147866,0.00002414068,0.00009032136,0.00007721748,0.0006707994,0.00003909695,0.00002637634,0.000514477],"genre_scores_gemma":[0.02714912,0.9708815,0.00003639933,0.001572003,0.00005480359,0.0001975964,0.00006193301,0.00003683192,0.00000982792],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9520768,"threshold_uncertainty_score":0.999995,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0654185631638737,"score_gpt":0.4100894581760196,"score_spread":0.3446708950121459,"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."}}