{"id":"W3122970113","doi":"10.1128/jcm.02427-20","title":"Self-Collected Saline Gargle Samples as an Alternative to Health Care Worker-Collected Nasopharyngeal Swabs for COVID-19 Diagnosis in Outpatients","year":2021,"lang":"en","type":"article","venue":"Journal of Clinical Microbiology","topic":"SARS-CoV-2 detection and testing","field":"Medicine","cited_by":109,"is_retracted":false,"has_abstract":true,"ca_institutions":"Vancouver General Hospital; McMaster University; BC Centre for Disease Control; B.C. Women's Hospital & Health Centre; University of British Columbia","funders":"","keywords":"Medicine; Saliva; Coronavirus disease 2019 (COVID-19); Saline; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Internal medicine; 2019-20 coronavirus outbreak; Pathology; Outbreak; Disease; Infectious disease (medical specialty)","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":[0.003238002,0.0004741134,0.0006437647,0.0004098174,0.0002590187,0.0007608794,0.0003132785,0.000519574,0.0007600427],"category_scores_gemma":[0.008740805,0.0003521456,0.0003446706,0.0002219725,0.0002829538,0.0004247428,0.0005319879,0.0003619016,0.0002895228],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002654856,"about_ca_system_score_gemma":0.0002693651,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001680966,"about_ca_topic_score_gemma":0.002727748,"domain_scores_codex":[0.9970953,0.001425097,0.0001966463,0.0002689396,0.0008487672,0.0001651853],"domain_scores_gemma":[0.9968492,0.001070664,0.0009587751,0.0001654389,0.0006498381,0.0003060729],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002270567,0.0009429671,0.9596789,0.0001260612,0.00005542648,0.0003190842,0.002290985,0.0001216786,0.01499645,0.00001505357,0.0001756515,0.0190071],"study_design_scores_gemma":[0.00008026207,0.01191512,0.9773529,0.00005016311,0.00007444587,0.0009021264,0.002132663,0.001528159,0.005376096,0.00002485282,0.0005355341,0.00002765708],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9995672,0.00007097042,0.0001214496,0.00001435748,0.000003535202,0.00002702103,0.00002611491,0.000005238001,0.000164034],"genre_scores_gemma":[0.9985774,0.0000697056,0.0009996929,0.00005424222,0.00001263414,0.00003339562,0.0001013066,0.000004488943,0.0001472332],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003238002,"threshold_uncertainty_score":0.01712441,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1145983614648537,"score_gpt":0.454444043280441,"score_spread":0.3398456818155873,"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."}}