{"id":"W4367604167","doi":"10.1164/ajrccm-conference.2023.207.1_meetingabstracts.a3607","title":"Viral Presence Associated With Decreased Nasal Microbiome Alpha Diversity and Differential Relative Abundance in Infancy","year":2023,"lang":"en","type":"article","venue":"","topic":"Respiratory viral infections research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"McMaster University; University of Alberta; Hospital for Sick Children; University of British Columbia; Children's Hospital Research Institute of Manitoba; University of Toronto","funders":"","keywords":"Microbiome; Abundance (ecology); Alpha diversity; Diversity (politics); Alpha (finance); Relative species abundance; Biology; Differential (mechanical device); Immunology; Medicine; Ecology; Physics; Bioinformatics; Species diversity; Clinical psychology","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":[0.0003456884,0.0003102882,0.0003983017,0.0004695891,0.0004425866,0.0008072266,0.0002348961,0.0005420878,0.001479617],"category_scores_gemma":[0.002219181,0.0002412024,0.0002773617,0.0004212674,0.0004682138,0.0003425927,0.0005860176,0.0006132375,0.0001723236],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002976425,"about_ca_system_score_gemma":0.0003820591,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003793616,"about_ca_topic_score_gemma":0.003365138,"domain_scores_codex":[0.9995524,0.0000686922,0.00003144313,0.0001030448,0.0001110145,0.000133316],"domain_scores_gemma":[0.9990618,0.0002141972,0.0004098469,0.00004044627,0.0001001021,0.0001736124],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0007626377,0.00005194033,0.9268573,0.00009492478,0.00006865565,0.001528102,0.0009051434,0.0001490626,0.06054666,0.000201098,0.0002530444,0.008581478],"study_design_scores_gemma":[0.000001413794,0.000114701,0.9947677,0.00002297251,0.00002227833,0.001480842,0.0008001861,0.0002721314,0.002150432,0.00007588352,0.0002857395,0.000005682538],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9988199,0.000310332,0.0001945169,0.00004277465,0.00001132079,0.000002700699,0.0001203224,0.000007273053,0.0004908934],"genre_scores_gemma":[0.9993042,0.0001636033,0.0001778101,0.00001956987,0.000007682426,0.000005536322,0.00009259307,0.000005462624,0.0002236168],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003793616,"threshold_uncertainty_score":0.007543087,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03581284378756289,"score_gpt":0.3193504201710687,"score_spread":0.2835375763835058,"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."}}