{"id":"W3199798706","doi":"10.1016/j.xcrm.2021.100397","title":"Lower brown adipose tissue activity is associated with non-alcoholic fatty liver disease but not changes in the gut microbiota","year":2021,"lang":"en","type":"article","venue":"Cell Reports Medicine","topic":"Adipose Tissue and Metabolism","field":"Medicine","cited_by":63,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa; St. Joseph’s Healthcare Hamilton; Université de Sherbrooke; Population Health Research Institute; McMaster University","funders":"Fonds de Recherche du Québec - Santé; Canadian Institutes of Health Research; HLS Therapeutics; Novo Nordisk; Université de Sherbrooke; Genome Canada; Pfizer; Heart and Stroke Foundation of Canada; Bristol-Myers Squibb; Eli Lilly and Company; AstraZeneca; Janssen Pharmaceuticals; McMaster University; Amgen; Sanofi; Esperion Therapeutics; Children's Hospital Foundation; Merck; Natural Sciences and Engineering Research Council of Canada; W. Garfield Weston Foundation; Diabetes Canada; Abbott Laboratories","keywords":"Gut flora; Steatosis; Brown adipose tissue; Fatty liver; Biology; Feces; Adipose tissue; Microbiome; Fecal bacteriotherapy; Physiology; Internal medicine; Endocrinology; Disease; Immunology; Medicine; Microbiology; Bioinformatics","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":[0.0002494719,0.0002785725,0.0003338986,0.0005624284,0.0002235078,0.0004293609,0.0001127394,0.0002877286,0.002368651],"category_scores_gemma":[0.0005478836,0.0001837875,0.0002013297,0.0005197806,0.0003464534,0.0001986676,0.000328396,0.0004284698,0.0002598659],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009210633,"about_ca_system_score_gemma":0.00008816476,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004430176,"about_ca_topic_score_gemma":0.0007582735,"domain_scores_codex":[0.9998057,0.00004013751,0.00002548037,0.00007163819,0.00003037503,0.00002655681],"domain_scores_gemma":[0.9989302,0.000100236,0.000650749,0.00007740658,0.00004878834,0.0001926329],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002248856,0.0001414714,0.9175192,0.0001049984,0.000183907,0.0003553831,0.0001225051,0.00004141802,0.07213912,0.00007596901,0.0001158027,0.006951349],"study_design_scores_gemma":[0.000007015162,0.0001621348,0.9975566,0.000006063728,0.00003090395,0.0005713036,0.00005624064,0.000052608,0.001324611,0.00005005983,0.0001799658,0.000002493288],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9984196,0.0006740151,0.0002359944,0.00005402567,0.000008106567,0.00000383173,0.0001213869,0.00000841483,0.0004745405],"genre_scores_gemma":[0.9988654,0.0002828153,0.0002387144,0.0000376465,0.00001193714,0.000005681348,0.0001969319,0.000004702131,0.0003562222],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002368651,"threshold_uncertainty_score":0.007923961,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02165160612939658,"score_gpt":0.2665930193357448,"score_spread":0.2449414132063482,"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."}}