{"id":"W7117134020","doi":"10.1159/000550224","title":"Dairy Product Intake Alters the Correlations between Circulating Bile Acids and Short-Chain Fatty Acids with the Bacterial Taxa Roseburia, Faecalibacterium, Flavonifractor, and Verrucomicrobia","year":2025,"lang":"en","type":"article","venue":"Lifestyle Genomics","topic":"Gut microbiota and health","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval; Centre hospitalier de l'Université Laval","funders":"Natural Sciences and Engineering Research Council of Canada; Canadian Association for the Study of the Liver; Canadian Institutes of Health Research; Université Laval","keywords":"Metabolite; Verrucomicrobia; Food intake; Product (mathematics); Bacteria; Fatty acid","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0005587259,0.0003256205,0.0006482985,0.0001603861,0.0001861153,0.0003913096,0.0002189968,0.0004247356,0.001976297],"category_scores_gemma":[0.0005109822,0.0003443361,0.0003372896,0.0002052808,0.0003310327,0.0002500046,0.0002591269,0.0006165431,0.0001588657],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002141671,"about_ca_system_score_gemma":0.0002501944,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000705694,"about_ca_topic_score_gemma":0.0008119483,"domain_scores_codex":[0.9997872,0.00007511646,0.00002217432,0.00005521411,0.0000264931,0.00003386045],"domain_scores_gemma":[0.9996089,0.0001050386,0.0001094606,0.00004065076,0.00003060379,0.0001052782],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"observational","study_design_scores_codex":[0.6610268,0.01684997,0.04729059,0.0006329975,0.001122777,0.00006846649,0.0001927356,0.0002454399,0.2428623,0.00006204763,0.0002935793,0.02935224],"study_design_scores_gemma":[0.03247103,0.403979,0.5029445,0.0001175867,0.00206444,0.0002082747,0.0002506532,0.001303097,0.05391812,0.0001888683,0.002504701,0.0000497739],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9993528,0.0004052822,0.00005423405,0.00001468267,0.000009613167,0.00002763018,0.00006338752,0.000003815735,0.00006862629],"genre_scores_gemma":[0.9984459,0.0003467758,0.0003837351,0.0000731938,0.0000142045,0.00006511873,0.0002291947,0.000003350521,0.000438497],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001976297,"threshold_uncertainty_score":0.006611407,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009482262645743679,"score_gpt":0.2363109683772359,"score_spread":0.2268287057314922,"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."}}