{"id":"W3160918880","doi":"10.14745/ccdr.v47i04a01","title":"Practical guidance for clinical laboratories for SARS-CoV-2 serology testing","year":2021,"lang":"en","type":"review","venue":"Canada Communicable Disease Report","topic":"SARS-CoV-2 and COVID-19 Research","field":"Medicine","cited_by":16,"is_retracted":false,"has_abstract":true,"ca_institutions":"Saskatchewan Disease Control Laboratory; University of Manitoba; Public Health Agency of Canada; Health PEI; BC Centre for Disease Control; Public Health Ontario; University of Toronto; University of Alberta","funders":"","keywords":"Serology; Medicine; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Coronavirus disease 2019 (COVID-19); Immunology; Population; Diagnostic test; Virology; Intensive care medicine; Antibody; Environmental health; Pathology; Infectious disease (medical specialty); Disease; Pediatrics","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.007060185,0.001400279,0.001818281,0.003413574,0.0005483428,0.00212768,0.003052083,0.00577731,0.02162215],"category_scores_gemma":[0.0224043,0.0006847545,0.001345817,0.003046811,0.001071325,0.003108862,0.001514434,0.003573298,0.01375176],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002194354,"about_ca_system_score_gemma":0.01505117,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01840799,"about_ca_topic_score_gemma":0.03534808,"domain_scores_codex":[0.9942939,0.002106374,0.001095032,0.0003568059,0.00187162,0.0002762554],"domain_scores_gemma":[0.9766521,0.009244498,0.001843026,0.0006774235,0.0104487,0.00113423],"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":[0.00005587914,0.000082232,0.0003869836,0.01041219,0.00002856499,0.0003654587,0.0002237534,0.0002342067,0.0004566994,0.003376451,0.4690377,0.5153399],"study_design_scores_gemma":[0.00004500657,0.0000329175,0.0007220103,0.01072022,0.00003584359,0.0004453888,0.0001605456,0.00006421417,0.0001538622,0.001734466,0.9858639,0.00002167554],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0007917139,0.8098651,0.01384209,0.1161801,0.00697353,0.001401607,0.00386776,0.001447924,0.04563026],"genre_scores_gemma":[0.005553518,0.87189,0.06262995,0.02779246,0.003114929,0.001660832,0.004603034,0.0001806882,0.02257453],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.981592,"threshold_uncertainty_score":0.07233328,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3752512841633523,"score_gpt":0.5381939123274774,"score_spread":0.1629426281641251,"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."}}