{"id":"W4380154488","doi":"10.1016/j.envres.2023.116392","title":"Exposure to cooking fumes is associated with perturbations in nasal microbiota composition: A pilot study","year":2023,"lang":"en","type":"article","venue":"Environmental Research","topic":"Air Quality and Health Impacts","field":"Environmental Science","cited_by":10,"is_retracted":false,"has_abstract":false,"ca_institutions":"Environment and Climate Change Canada","funders":"National University of Singapore","keywords":"UniFrac; Odds ratio; Alpha diversity; Medicine; Beta diversity; Confidence interval; Respiratory system; Environmental health; Logistic regression; Physiology; Biology; Internal medicine; Ecology; Bacteria; Species diversity; 16S ribosomal RNA; Species richness","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":[0.0006091763,0.000662983,0.0004908305,0.0003010956,0.0007572781,0.0005310886,0.0002679469,0.0006508162,0.001834994],"category_scores_gemma":[0.0007902473,0.000274254,0.0007367079,0.0002176892,0.0006448062,0.0003759588,0.0005753872,0.0007844734,0.0002867242],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004020954,"about_ca_system_score_gemma":0.0006872601,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003213298,"about_ca_topic_score_gemma":0.004195011,"domain_scores_codex":[0.9996001,0.0001199248,0.00001733126,0.0001186101,0.00005888721,0.00008519752],"domain_scores_gemma":[0.9992701,0.0001448106,0.0001122729,0.0001001542,0.00009500571,0.0002775596],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0371411,0.02727603,0.5614347,0.0002527873,0.0005713225,0.003112701,0.00203182,0.0002027842,0.3516082,0.0001112694,0.0004292833,0.01582795],"study_design_scores_gemma":[0.0002537067,0.04747272,0.9378631,0.00001586031,0.0002723389,0.001278096,0.001794812,0.0002948417,0.009818676,0.00005636756,0.000857516,0.00002206106],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9996754,0.00003647835,0.00008281799,0.000008825001,0.000006587262,0.00004686438,0.00003640707,0.000001378526,0.000105289],"genre_scores_gemma":[0.9988564,0.00008182337,0.0002284378,0.00005317634,0.00001664345,0.00009137829,0.0001497094,0.000003632349,0.0005186346],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003213298,"threshold_uncertainty_score":0.006389141,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1276009343787158,"score_gpt":0.3817339309785325,"score_spread":0.2541329965998168,"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."}}