{"id":"W3158354885","doi":"10.1016/j.diagmicrobio.2021.115412","title":"Evaluation of commercial SARS-CoV-2 serological assays in Canadian public health laboratories","year":2021,"lang":"en","type":"article","venue":"Diagnostic Microbiology and Infectious Disease","topic":"SARS-CoV-2 and COVID-19 Research","field":"Medicine","cited_by":17,"is_retracted":false,"has_abstract":true,"ca_institutions":"Atlantic Canada Opportunities Agency; Institut National de Santé Publique du Québec; Alberta Hospital Edmonton; University of Alberta; Vitalité Health Network; Public Health Ontario; BC Centre for Disease Control; Public Health Agency of Canada; Manitoba Health","funders":"","keywords":"Comparability; Serology; Pandemic; Public health; Public health surveillance; Medicine; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Coronavirus disease 2019 (COVID-19); Environmental health; Virology; Immunology; Antibody; Pathology; Disease; Infectious disease (medical specialty)","routes":{"ca_aff":true,"ca_fund":false,"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":[0.02403335,0.001178163,0.0005434696,0.002311551,0.002368635,0.002724975,0.002642049,0.0009565076,0.001968401],"category_scores_gemma":[0.03092379,0.0005482997,0.0006203141,0.00283377,0.001957222,0.0007864606,0.001567476,0.000680401,0.0004508899],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.03125189,"about_ca_system_score_gemma":0.03566872,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8715135,"about_ca_topic_score_gemma":0.9011425,"domain_scores_codex":[0.9616402,0.008744025,0.001601869,0.003729959,0.0214714,0.002812601],"domain_scores_gemma":[0.9753613,0.002683319,0.001755129,0.001109803,0.01772903,0.001361296],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.008753427,0.003055287,0.5923889,0.00311543,0.0007376571,0.0006509299,0.004925419,0.01278625,0.1077085,0.004127148,0.01182364,0.2499274],"study_design_scores_gemma":[0.0009199981,0.01548112,0.7690591,0.0007603533,0.001034973,0.0009503568,0.005792174,0.0293759,0.1060487,0.0005751831,0.06956119,0.0004409131],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9482974,0.005021803,0.01313356,0.002409577,0.0002491328,0.002860476,0.005630357,0.000567362,0.02183032],"genre_scores_gemma":[0.9671102,0.001697481,0.02267879,0.0005602739,0.00005266281,0.0002825128,0.00383028,0.00004170574,0.003746013],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1284865,"threshold_uncertainty_score":0.2584862,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06152753797652294,"score_gpt":0.3643341369118044,"score_spread":0.3028065989352815,"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."}}