{"id":"W3125239029","doi":"10.1080/22221751.2021.1878937","title":"Saliva viral load better correlates with clinical and immunological profiles in children with coronavirus disease 2019","year":2021,"lang":"en","type":"article","venue":"Emerging Microbes & Infections","topic":"SARS-CoV-2 detection and testing","field":"Medicine","cited_by":26,"is_retracted":false,"has_abstract":true,"ca_institutions":"Princess Margaret Cancer Centre","funders":"","keywords":"Saliva; Viral load; Asymptomatic; Medicine; Immunology; Sputum; Viral shedding; Gastroenterology; Internal medicine; Virus; Pathology; Tuberculosis","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001445746,0.0001974988,0.0002910822,0.0001077362,0.0001844732,0.00004428663,0.00003833581,0.0000988329,0.00008621091],"category_scores_gemma":[0.0001933939,0.0001499059,0.00007401063,0.0003401808,0.0002743714,0.0001114048,0.00006795385,0.0005798467,0.00004053353],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005825383,"about_ca_system_score_gemma":0.000198652,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002842069,"about_ca_topic_score_gemma":0.0001643833,"domain_scores_codex":[0.9987724,0.0001010349,0.0003155729,0.000417376,0.0001239921,0.0002696209],"domain_scores_gemma":[0.9993737,0.0001108679,0.00008031619,0.0002312196,0.0001200313,0.00008380687],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001470365,0.000402073,0.9687906,0.00001168344,0.0001536544,0.00008799975,0.00007035499,0.00001173842,0.02596802,0.00003177121,0.0001060816,0.004219],"study_design_scores_gemma":[0.002501937,0.0004039868,0.9818222,0.0002706489,0.0001983899,0.001410766,0.00006052022,0.00007065578,0.01073847,0.00003500228,0.002256414,0.0002310282],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9969295,0.001443577,0.0001928114,0.0005055171,0.0001375891,0.0003024346,0.00001202258,0.0001821293,0.0002944587],"genre_scores_gemma":[0.9977544,0.0000958604,0.0008908031,0.0008761036,0.0001269261,0.00003116456,0.00003451934,0.00002982201,0.000160387],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01522955,"threshold_uncertainty_score":0.6112983,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02156776743722791,"score_gpt":0.310391518324457,"score_spread":0.2888237508872291,"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."}}