{"id":"W4387799413","doi":"10.1128/spectrum.01723-23","title":"Swish and gargle saliva sampling is a patient-friendly and comparable alternative to nasopharyngeal swabs to detect SARS-CoV-2 in outpatient settings for adults and children","year":2023,"lang":"en","type":"article","venue":"Microbiology Spectrum","topic":"SARS-CoV-2 detection and testing","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Public Health Ontario; University of Toronto","funders":"","keywords":"Gold standard (test); Medicine; Saliva; Coronavirus disease 2019 (COVID-19); Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Internal medicine; Disease","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":[0.00408289,0.0006126434,0.0005831823,0.0005890625,0.0003390465,0.001110432,0.0003835416,0.0005208083,0.001656199],"category_scores_gemma":[0.007828434,0.000310953,0.0006900586,0.0004070532,0.0003371503,0.0007243262,0.0008092734,0.0004733961,0.0004976336],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002287901,"about_ca_system_score_gemma":0.0003192638,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009742643,"about_ca_topic_score_gemma":0.001574992,"domain_scores_codex":[0.9947509,0.003026077,0.0003474575,0.0004656497,0.001199237,0.0002106427],"domain_scores_gemma":[0.9962246,0.001240615,0.001297535,0.0003508707,0.000611852,0.0002745129],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001619479,0.0007330562,0.9216934,0.0003381487,0.0002422763,0.0004089026,0.001689574,0.0003235383,0.01259785,0.00008076136,0.000987136,0.05928598],"study_design_scores_gemma":[0.00007252238,0.008056563,0.9729608,0.0001880964,0.0001544247,0.002642418,0.002406924,0.002196616,0.008612254,0.0001214461,0.002542912,0.00004504112],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9958982,0.0006038558,0.001745274,0.00014179,0.00003006854,0.0001098302,0.0002508611,0.00004388084,0.001176284],"genre_scores_gemma":[0.9954124,0.0002975966,0.003488351,0.0001279703,0.0000441006,0.00009926734,0.0002480639,0.00001140184,0.0002708047],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00408289,"threshold_uncertainty_score":0.02159262,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02464392453448719,"score_gpt":0.2953712277610168,"score_spread":0.2707273032265296,"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."}}