{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00008393086,0.0001093358,0.0001217955,0.00004737881,0.00004049775,0.00001979404,0.00007079139,0.0001130317,0.00004043647],"category_scores_gemma":[0.0003788131,0.0001080277,0.00001971835,0.0001490123,0.00002908561,0.000003481117,0.00005390528,0.0001093413,0.00001069677],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005858693,"about_ca_system_score_gemma":0.0003744504,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006398941,"about_ca_topic_score_gemma":0.001923956,"domain_scores_codex":[0.9991627,0.00007866818,0.0001859706,0.000288779,0.00005899181,0.0002248734],"domain_scores_gemma":[0.9995675,0.00004322752,0.00004612908,0.0001923432,0.00006143528,0.0000893369],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00009827234,0.0004963116,0.807887,0.00009420493,0.000009647263,0.00008587218,0.0002484679,0.0001262693,0.1817413,0.00003994845,0.008923213,0.0002495564],"study_design_scores_gemma":[0.003466231,0.0002656203,0.9361221,0.00005717167,0.000008265461,0.000008911192,0.00006541552,0.00001530081,0.04644705,0.00001828665,0.01327242,0.0002532711],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9985067,0.0004260018,0.0001266013,0.0003335334,0.0000967538,0.0002824086,0.0001134178,0.000005280131,0.0001092856],"genre_scores_gemma":[0.9935548,0.0003114052,0.000871674,0.002425558,0.00005657402,0.00002320593,0.00262017,0.00001587136,0.0001207103],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1352942,"threshold_uncertainty_score":0.4405241,"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."}}