{"id":"W4226064133","doi":"10.1515/cclm-2021-1142","title":"Ultrasensitive assay for saliva-based SARS-CoV-2 antigen detection","year":2022,"lang":"en","type":"article","venue":"Clinical Chemistry and Laboratory Medicine (CCLM)","topic":"SARS-CoV-2 detection and testing","field":"Medicine","cited_by":20,"is_retracted":false,"has_abstract":true,"ca_institutions":"University Health Network; Lunenfeld-Tanenbaum Research Institute; University of Toronto; Mount Sinai Hospital","funders":"Fundación José Luis Castaño","keywords":"Saliva; Concordance; Immunoassay; Medicine; Virology; Antigen; Asymptomatic; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Coronavirus disease 2019 (COVID-19); Immunology; Internal medicine; Antibody","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001520557,0.001049562,0.0004639027,0.001051088,0.0001621073,0.0004251005,0.0005088777,0.0008122303,0.001173],"category_scores_gemma":[0.001769192,0.0002847942,0.0004433281,0.0003445068,0.0003498606,0.0003342942,0.0005433756,0.0007083299,0.0008867334],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000248285,"about_ca_system_score_gemma":0.0002469127,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001710793,"about_ca_topic_score_gemma":0.0003306952,"domain_scores_codex":[0.9980161,0.0007765869,0.0001137134,0.0003223688,0.0006710725,0.0001001031],"domain_scores_gemma":[0.9992106,0.0003174842,0.0001560791,0.0000729901,0.0001955782,0.00004732357],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0002645654,0.0002134987,0.02223282,0.0002967179,0.00006852661,0.0001788023,0.0001179681,0.0003032268,0.9450101,0.0001908259,0.0006799842,0.03044311],"study_design_scores_gemma":[0.00006822745,0.002025037,0.0594058,0.0001000976,0.0002128746,0.005830541,0.000165975,0.01260059,0.9093851,0.0003601393,0.009763067,0.00008258608],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"methods","genre_scores_codex":[0.74449,0.0187776,0.2265375,0.0005194993,0.0005598574,0.0007536425,0.001456111,0.001352978,0.005552853],"genre_scores_gemma":[0.8633058,0.002656627,0.1288927,0.0004372057,0.0002428686,0.0004806567,0.001184434,0.0000344885,0.002765147],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.001520557,"threshold_uncertainty_score":0.008041561,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07288374039800702,"score_gpt":0.3785528605096112,"score_spread":0.3056691201116042,"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."}}