{"id":"W3101614547","doi":"10.3390/v12111314","title":"Detection of SARS-CoV-2 from Saliva as Compared to Nasopharyngeal Swabs in Outpatients","year":2020,"lang":"en","type":"article","venue":"Viruses","topic":"SARS-CoV-2 detection and testing","field":"Medicine","cited_by":66,"is_retracted":false,"has_abstract":true,"ca_institutions":"Brampton Civic Hospital; Toronto East General Hospital; University of Toronto; Sunnybrook Health Science Centre; North York General Hospital; Health Sciences Centre; Mount Sinai Hospital","funders":"University of Toronto","keywords":"Saliva; Coronavirus disease 2019 (COVID-19); Medicine; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Internal medicine; Infectious disease (medical specialty)","routes":{"ca_aff":true,"ca_fund":true,"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":[0.003042071,0.0004948734,0.0008486155,0.0008382138,0.0004199993,0.001328377,0.0002814509,0.0007282419,0.0009343375],"category_scores_gemma":[0.007585773,0.0004256629,0.0003343758,0.0004053127,0.0004037151,0.0004366604,0.0005947417,0.0004620153,0.000388607],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003137322,"about_ca_system_score_gemma":0.0003080463,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001880793,"about_ca_topic_score_gemma":0.002148004,"domain_scores_codex":[0.9963664,0.001722101,0.0002788139,0.0005217201,0.0008686364,0.0002424267],"domain_scores_gemma":[0.9971922,0.001092137,0.0006773867,0.0001610899,0.0006229378,0.0002543458],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001773105,0.0004166824,0.9487087,0.0001287661,0.00006674679,0.0005473712,0.001401378,0.0001721443,0.03475649,0.00002863858,0.0002576344,0.01174235],"study_design_scores_gemma":[0.00003233547,0.004648517,0.9769843,0.00004888343,0.00008953749,0.001900462,0.001800059,0.0009800969,0.01291998,0.000043613,0.0005329924,0.00001924321],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9988122,0.0002512848,0.0003309673,0.00002408133,0.00001331552,0.00002293684,0.00008322116,0.00001562992,0.0004462665],"genre_scores_gemma":[0.9987472,0.0001071738,0.0007507531,0.00005217654,0.0000235332,0.0000192924,0.0001480934,0.000005752925,0.0001458338],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003042071,"threshold_uncertainty_score":0.01608819,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1224462515024581,"score_gpt":0.3477606024722484,"score_spread":0.2253143509697903,"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."}}