{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.001031555,0.0002163374,0.0004802476,0.0002045282,0.0001997571,0.00002101061,0.00006363181,0.0001228161,0.00003132217],"category_scores_gemma":[0.1039129,0.000210594,0.0002572404,0.001145658,0.000103478,0.000120253,0.00009638088,0.0001847392,0.000005949131],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002352046,"about_ca_system_score_gemma":0.001831158,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003336309,"about_ca_topic_score_gemma":0.0000449988,"domain_scores_codex":[0.9972415,0.0005795587,0.0007128775,0.0004656981,0.0007273396,0.0002730128],"domain_scores_gemma":[0.9935294,0.00420631,0.0004552777,0.0003516426,0.001254164,0.0002031503],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003232768,0.0006650371,0.8421975,0.000411384,0.0001654802,0.0001602525,0.0002374791,0.001260719,0.1510085,0.00003552152,0.00005904221,0.003475826],"study_design_scores_gemma":[0.0103758,0.001260835,0.8040384,0.001119581,0.002529454,0.0009254556,0.000722919,0.02182588,0.1548544,0.001883699,0.00002850069,0.0004350532],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9857555,0.0006258911,0.0007442674,0.00004566128,0.0002314103,0.0004751953,0.00006460739,0.0003356617,0.0117218],"genre_scores_gemma":[0.9958389,0.000001371036,0.002955389,0.0008820305,0.0001823426,0.00003698759,0.00006386913,0.00002952192,0.000009520833],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1028814,"threshold_uncertainty_score":0.9036352,"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."}}