{"id":"W4387301982","doi":"10.1038/s41598-023-43821-4","title":"Distinctive features of the oropharyngeal microbiome in Inuit of Nunavik and correlations of mild to moderate bronchial obstruction with dysbiosis","year":2023,"lang":"en","type":"article","venue":"Scientific Reports","topic":"Gut microbiota and health","field":"Biochemistry, Genetics and Molecular Biology","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institut universitaire de cardiologie et de pneumologie de Québec; McGill University Health Centre; Université Laval","funders":"Institut National de Santé Publique du Québec; Institut universitaire de cardiologie et de pneumologie de Québec, Université Laval; Canada First Research Excellence Fund; Canadian Institutes of Health Research; Alliance de recherche numérique du Canada; Université Laval","keywords":"Microbiome; Dysbiosis; Spirometry; Population; Metagenomics; Disease; Biology; Physiology; Medicine; Immunology; Asthma; Internal medicine; Environmental health; Bioinformatics","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"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":[0.0001923076,0.0002329454,0.000289686,0.0004284461,0.0009867916,0.0008207479,0.0003103734,0.0002753592,0.001463644],"category_scores_gemma":[0.0004765756,0.0001973334,0.0002214403,0.0004635723,0.0005734403,0.0002920804,0.0006305457,0.0002870229,0.00009709828],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009260724,"about_ca_system_score_gemma":0.0009285074,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.234658,"about_ca_topic_score_gemma":0.4183978,"domain_scores_codex":[0.9998223,0.00002492659,0.00001086652,0.00005968059,0.00002499307,0.00005727418],"domain_scores_gemma":[0.9998294,0.00001918971,0.00005223328,0.0000119534,0.00002974023,0.00005736845],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001932537,0.00005359312,0.9747854,0.00007154577,0.00007209014,0.000478207,0.004548063,0.00005198111,0.0149259,0.0001694761,0.0001324887,0.004517907],"study_design_scores_gemma":[0.000001565644,0.00004266475,0.9950666,0.00002097582,0.00002427161,0.0002576356,0.00379203,0.0001756639,0.0002468499,0.00005494875,0.0003098093,0.000006804229],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9992175,0.0001333392,0.0001065052,0.00004089664,0.000003483047,0.000007026434,0.0001315105,0.000001581209,0.0003582326],"genre_scores_gemma":[0.9995505,0.00005601405,0.0001037645,0.00001668214,0.000001123153,0.000003873095,0.0000703623,0.000001503901,0.0001962813],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.765342,"threshold_uncertainty_score":0.4665843,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007418040313605517,"score_gpt":0.2392178701311999,"score_spread":0.2317998298175944,"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."}}