{"id":"W3047572831","doi":"10.1503/cmaj.201588","title":"SARS-CoV-2 (COVID-19) serology: implications for clinical practice, laboratory medicine and public health","year":2020,"lang":"en","type":"review","venue":"Canadian Medical Association Journal","topic":"SARS-CoV-2 detection and testing","field":"Medicine","cited_by":73,"is_retracted":false,"has_abstract":true,"ca_institutions":"Alta Precision (Canada); Manitoba Health; Provincial Laboratory of Public Health; Brampton Civic Hospital; University of Alberta; University of British Columbia","funders":"","keywords":"Coronavirus disease 2019 (COVID-19); Asymptomatic; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Medicine; Coronavirus; Public health; 2019-20 coronavirus outbreak; Serology; Acute respiratory distress; Virology; Pandemic; Intensive care medicine; Betacoronavirus; Disease; Infectious disease (medical specialty); Immunology; Pathology; Internal medicine; Lung; Antibody; Outbreak","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","metaepi_narrow","research_integrity"],"consensus_categories":["research_integrity"],"category_scores_codex":[0.01095816,0.0004147084,0.002376049,0.000688253,0.000755373,0.0001188147,0.0003110398,0.001494925,0.0001261164],"category_scores_gemma":[0.1869174,0.0003504459,0.0004291901,0.001058987,0.0002237313,0.000181945,0.00004135295,0.003553374,0.00006335058],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003597468,"about_ca_system_score_gemma":0.05870216,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001083025,"about_ca_topic_score_gemma":0.006628418,"domain_scores_codex":[0.9935744,0.001537134,0.002404331,0.0006205984,0.0009491923,0.0009143346],"domain_scores_gemma":[0.9856052,0.005440018,0.00240402,0.0002893759,0.001304378,0.004956999],"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":[0.000007010893,0.00004426736,0.0006807082,0.001131393,0.0005439537,0.0001585396,0.0001056206,2.088013e-9,9.166935e-7,0.0002601884,0.3345768,0.6624906],"study_design_scores_gemma":[0.001706743,0.0003965554,0.000101404,0.001230396,0.0006643398,0.004627339,0.0001751206,0.00001457289,1.606629e-7,0.0000865773,0.9907596,0.000237174],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0000200724,0.6276731,0.0005799328,0.3693044,0.0009883709,0.0008040094,0.0001621836,0.00007577397,0.0003921516],"genre_scores_gemma":[0.00001149899,0.6788449,0.0007863542,0.3153655,0.004761978,0.00007535506,0.00007663698,0.00006115494,0.00001663417],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.6622534,"threshold_uncertainty_score":0.9998947,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.308126234220602,"score_gpt":0.5105214511974248,"score_spread":0.2023952169768227,"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."}}