{"id":"W3157333413","doi":"10.1186/s12879-021-06108-5","title":"Salivary testing of COVID-19: evaluation of serological testing following positive salivary results","year":2021,"lang":"en","type":"article","venue":"BMC Infectious Diseases","topic":"SARS-CoV-2 detection and testing","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba; Public Health Agency of Canada; Ottawa Hospital; Dalhousie University; University of Ottawa","funders":"","keywords":"Saliva; Medicine; Asymptomatic; Serology; Gold standard (test); Antibody; Medical microbiology; Coronavirus disease 2019 (COVID-19); Immunoassay; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Immunology; Internal medicine; Virology; 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":[0.002051202,0.0005496958,0.0004455814,0.0009657108,0.0004097776,0.0007191234,0.000373055,0.0005645078,0.001351194],"category_scores_gemma":[0.003118794,0.0001353573,0.0003313633,0.0004241707,0.0005503034,0.0003413853,0.0003475108,0.0004269669,0.0004272134],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004835666,"about_ca_system_score_gemma":0.0004220224,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002620247,"about_ca_topic_score_gemma":0.002407385,"domain_scores_codex":[0.9990871,0.0002304702,0.000103784,0.0001043907,0.0003009197,0.0001733344],"domain_scores_gemma":[0.9983684,0.0003089047,0.0004567013,0.00005765529,0.0005617978,0.0002466216],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005204774,0.0001130549,0.9783792,0.0001226877,0.00003167867,0.001656014,0.0003963154,0.00006930425,0.01083821,0.00004794577,0.0003733844,0.007451681],"study_design_scores_gemma":[0.00002362556,0.002069928,0.9692664,0.00007534555,0.0001067541,0.01097039,0.0009197979,0.001101142,0.01384311,0.00007761031,0.001527648,0.00001835887],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9938412,0.001154881,0.0007435926,0.0001434525,0.00005263882,0.00008777142,0.0001363843,0.00003418506,0.00380586],"genre_scores_gemma":[0.9988554,0.0002130614,0.000508289,0.00007443759,0.00001544609,0.00001438065,0.00008280452,0.000002503842,0.0002337196],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002620247,"threshold_uncertainty_score":0.01084793,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1321722107925117,"score_gpt":0.3743169650091765,"score_spread":0.2421447542166648,"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."}}