{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003267795,0.0008111217,0.00103317,0.001835654,0.0003554678,0.001131169,0.0005563187,0.001029604,0.004267219],"category_scores_gemma":[0.0006489853,0.0001872083,0.0004420743,0.0017723,0.0004689494,0.001064968,0.0007478594,0.001395251,0.001904303],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005736212,"about_ca_system_score_gemma":0.001150638,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00100239,"about_ca_topic_score_gemma":0.001618611,"domain_scores_codex":[0.9998298,0.00003271973,0.00001942044,0.00003093773,0.00006714305,0.00001998271],"domain_scores_gemma":[0.9997926,0.00009133771,0.00002875648,0.000007279491,0.00005475861,0.00002533881],"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":[0.00008114077,0.0000732827,0.0003852166,0.01918277,0.00009334091,0.0002866907,0.000112113,0.0002710184,0.002844208,0.00496302,0.03505224,0.9366551],"study_design_scores_gemma":[0.000006486591,0.0000785223,0.001259714,0.003934114,0.00008313858,0.001382218,0.00007926135,0.00005791374,0.0004516318,0.002176891,0.9904752,0.00001496729],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001419819,0.9978269,0.0001184115,0.0003350469,0.00030015,0.00000354092,0.00002341733,0.00000994155,0.001240664],"genre_scores_gemma":[0.0008462558,0.9978719,0.0001453155,0.0001726549,0.0001927729,0.00000468231,0.00003220713,0.000001545354,0.0007327761],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.004267219,"threshold_uncertainty_score":0.01427525,"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."}}