{"id":"W3196008018","doi":"10.3390/medicina57080823","title":"The Upper Airway Microbiota, Environmental Exposures, Inflammation, and Disease","year":2021,"lang":"en","type":"review","venue":"Medicina","topic":"Gut microbiota and health","field":"Biochemistry, Genetics and Molecular Biology","cited_by":35,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University; University of Guelph","funders":"Flight Attendant Medical Research Institute","keywords":"Dysbiosis; Inflammation; Microbiome; Immunology; Immune system; Disease; Biology; Gut flora; Medicine; Bioinformatics; Internal medicine","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":[0.0001812837,0.0002539478,0.0004199196,0.00002540705,0.0002153864,0.00003085851,0.0001719261,0.0002053632,0.00005074152],"category_scores_gemma":[0.00007488127,0.0001624131,0.0001451677,0.00003691891,0.0001838733,0.0000013872,0.0001625655,0.0001822989,0.00002938988],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003013577,"about_ca_system_score_gemma":0.00034547,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000003810258,"about_ca_topic_score_gemma":0.000007417248,"domain_scores_codex":[0.9988048,0.0001511643,0.0003301684,0.0003744446,0.00009236251,0.0002470671],"domain_scores_gemma":[0.9991646,0.00002869306,0.0001365156,0.0004483899,0.00001187993,0.0002098898],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000009878608,0.00002891064,0.00008918426,0.002839289,0.0001437766,0.00002282302,0.00006426135,4.88699e-8,0.003880251,0.00004547715,0.04473485,0.9481412],"study_design_scores_gemma":[0.0001396341,0.00004453577,0.0001261593,0.001083906,0.0001938652,0.00005031217,0.00004353052,1.033603e-7,0.00005472399,0.000002834216,0.9980897,0.0001706455],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0007087088,0.998129,0.000006759573,0.000371599,0.0002423484,0.0003753121,0.00006787627,0.000004698092,0.00009377676],"genre_scores_gemma":[0.0001528869,0.9949151,0.00002538222,0.0001602654,0.0005669382,0.0000243511,0.001316302,0.00003207426,0.002806702],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9533549,"threshold_uncertainty_score":0.6623012,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009294937294075316,"score_gpt":0.2672114442258516,"score_spread":0.2579165069317763,"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."}}