{"id":"W3198200035","doi":"10.3390/diagnostics11091622","title":"Alteration in Nasopharyngeal Microbiota Profile in Aged Patients with COVID-19","year":2021,"lang":"en","type":"article","venue":"Diagnostics","topic":"Gut microbiota and health","field":"Biochemistry, Genetics and Molecular Biology","cited_by":19,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University","funders":"","keywords":"Asymptomatic; Dysbiosis; Internal medicine; Population; Respiratory tract; Medicine; Immunology; Gastroenterology; Biology; Respiratory system; 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":[0.0001577556,0.0002771983,0.0004557831,0.000440334,0.0003868992,0.000485973,0.00009952339,0.0002627652,0.001083506],"category_scores_gemma":[0.0006543663,0.0001702475,0.0002722667,0.0003090494,0.0002135587,0.0003271979,0.0004040508,0.0002644364,0.0002026696],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001745625,"about_ca_system_score_gemma":0.0001340455,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001925166,"about_ca_topic_score_gemma":0.002287946,"domain_scores_codex":[0.9998259,0.00002794367,0.0000231775,0.00005171636,0.00003003341,0.00004135277],"domain_scores_gemma":[0.9997945,0.00001930471,0.00007524056,0.00001056461,0.00003541732,0.00006497936],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000444888,0.00003930846,0.9849095,0.00004008994,0.00004729298,0.001148051,0.0003670846,0.00003028841,0.00915257,0.00001981455,0.0001037679,0.003697276],"study_design_scores_gemma":[0.000003861324,0.0002453918,0.996837,0.00001026699,0.00002828527,0.001462185,0.0006225639,0.0001008792,0.0003587925,0.00002586968,0.000300722,0.00000403201],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9991724,0.0004232342,0.00006459741,0.00001391299,0.00000768952,0.000005052327,0.0001011195,0.000002186597,0.0002097522],"genre_scores_gemma":[0.9994614,0.000161805,0.00007877953,0.00003147579,0.000008558972,0.000002853579,0.0001376427,0.000001531892,0.0001160388],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001925166,"threshold_uncertainty_score":0.003827929,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007874188266898627,"score_gpt":0.2566202842728019,"score_spread":0.2487460960059033,"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."}}