{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004685158,0.0004068779,0.0004883059,0.0007188651,0.0003156776,0.0006681159,0.0002109209,0.0004484782,0.001982095],"category_scores_gemma":[0.002687557,0.0002298326,0.0003936722,0.0006330627,0.0003531496,0.0005262734,0.0004353186,0.0005491622,0.0004298886],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003216051,"about_ca_system_score_gemma":0.0002979369,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001561577,"about_ca_topic_score_gemma":0.001662051,"domain_scores_codex":[0.9994855,0.0001007366,0.00007813004,0.00009557112,0.000108388,0.0001315674],"domain_scores_gemma":[0.9981101,0.0003621172,0.0009710639,0.00004799115,0.0002212263,0.0002876236],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002932587,0.000006578062,0.9992698,0.000004383326,0.000005551019,0.00006045636,0.00002217335,0.00001121216,0.0001633957,0.000002744787,0.000037503,0.0003869746],"study_design_scores_gemma":[0.000001300778,0.00007432837,0.9990692,0.00000487932,0.000005727677,0.0005108598,0.0001072972,0.00005976669,0.00006586109,0.000006694558,0.00009271601,0.000001501029],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9990339,0.0002831828,0.00005478118,0.00004023824,0.000007235223,0.000005156116,0.0001809978,0.000003492072,0.0003909548],"genre_scores_gemma":[0.9992211,0.000128261,0.0001062045,0.00002620752,0.00001531773,0.000007218148,0.0004147772,0.000002642474,0.00007816966],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001982095,"threshold_uncertainty_score":0.006630778,"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."}}