{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00005751608,0.0001366172,0.0003267333,0.0001527064,0.00003084153,0.0000121794,0.0000802076,0.00006862464,0.00002649715],"category_scores_gemma":[0.0006190667,0.0001364043,0.00005982195,0.0004677871,0.00002641211,0.0000886969,0.00005129919,0.0001576053,0.0003129584],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005519967,"about_ca_system_score_gemma":0.00003781736,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004887123,"about_ca_topic_score_gemma":0.0004529954,"domain_scores_codex":[0.9989122,0.00004487709,0.000360758,0.0002734537,0.0002422543,0.0001664804],"domain_scores_gemma":[0.9995079,0.00009640447,0.0001002335,0.0001641644,0.00006742452,0.00006387671],"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":[0.0006655241,0.00008679557,0.03926597,0.0000259079,0.00002605936,0.00002285029,0.0008555415,0.000003533807,0.9558344,0.00000260139,0.0001474575,0.003063295],"study_design_scores_gemma":[0.001607617,0.0004662794,0.02412526,0.0001051182,0.00002840061,0.000004531806,0.0001424097,0.0004726189,0.9681344,0.00003371546,0.004767379,0.0001122887],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9981498,0.000104101,0.0001466116,0.0001227912,0.0002367856,0.0003079002,0.00002060076,0.0001411231,0.0007703524],"genre_scores_gemma":[0.9834477,0.000001360636,0.0003830302,0.01597105,0.0001520858,0.00001333848,0.000004229781,0.00002468852,0.000002560975],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01584826,"threshold_uncertainty_score":0.73879,"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."}}