{"id":"W4386084771","doi":"10.1080/19490976.2023.2246185","title":"Carbohydrate quality, fecal microbiota and cardiometabolic health in older adults: a cohort study","year":2023,"lang":"en","type":"article","venue":"Gut Microbes","topic":"Gut microbiota and health","field":"Biochemistry, Genetics and Molecular Biology","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Michael's Hospital","funders":"National Institute of Diabetes and Digestive and Kidney Diseases; Instituto de Salud Carlos III; Canadian Institutes of Health Research; Institució Catalana de Recerca i Estudis Avançats; Centro de Investigación Biomédica en Red-Fisiopatología de la Obesidad y Nutrición; Generalitat Valenciana; Almond Board of California","keywords":"Gut flora; Biology; Feces; Body mass index; Glycated hemoglobin; Population; Fecal coliform; Internal medicine; Type 2 diabetes; Diabetes mellitus; Medicine; Endocrinology; Microbiology; Environmental health; Immunology; Ecology; Water quality","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":[0.0008631402,0.000473505,0.0006213851,0.000481607,0.0006764279,0.0008262431,0.0003269095,0.0006936498,0.0009744801],"category_scores_gemma":[0.001064205,0.0004461699,0.0008084926,0.001053303,0.0001822406,0.0004831824,0.0005784886,0.0008056828,0.0002642993],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002885289,"about_ca_system_score_gemma":0.0003711921,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01000893,"about_ca_topic_score_gemma":0.01254187,"domain_scores_codex":[0.9996676,0.00006679771,0.00003758214,0.0001140797,0.00005166347,0.00006221668],"domain_scores_gemma":[0.9994634,0.00004450331,0.0001509278,0.0001099264,0.00009229367,0.0001389524],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003973379,0.0001200357,0.9972888,0.00002309834,0.0002819155,0.0000702047,0.0001229847,0.00002183273,0.0004541046,0.00001347091,0.0001262857,0.001080008],"study_design_scores_gemma":[0.00001768376,0.0001853844,0.9992047,0.000007033068,0.0001106882,0.00007972881,0.0001056785,0.00009009,0.00002235128,0.00001387349,0.0001592178,0.000003584276],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9986334,0.0003939056,0.000134116,0.00003451043,0.00000924335,0.00001775445,0.0005889509,0.000002919385,0.0001851207],"genre_scores_gemma":[0.9984168,0.0002601138,0.000233495,0.00006702176,0.00002171663,0.00003410751,0.0006532648,0.000003035359,0.000310519],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01000893,"threshold_uncertainty_score":0.01990134,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01023221147539454,"score_gpt":0.3065354891991184,"score_spread":0.2963032777237238,"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."}}