{"id":"W4415300746","doi":"10.1038/s43856-025-01123-y","title":"Visceral adipose tissue and hepatic fat as determinants of carotid atherosclerosis","year":2025,"lang":"en","type":"article","venue":"Communications Medicine","topic":"Diabetes, Cardiovascular Risks, and Lipoproteins","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Simon Fraser University; Alberta Health Services; Sunnybrook Health Science Centre; University Health Network; Université de Montréal; Institute for Clinical Evaluative Sciences; Alberta Health; McGill University Health Centre; Montreal Heart Institute; University of British Columbia; St. Joseph’s Healthcare Hamilton; Centres Intégré Universitaires de Santé et de Services Sociaux; Ontario Institute for Cancer Research; Public Health Ontario; Institut universitaire de cardiologie et de pneumologie de Québec; Population Health Research Institute; Western University; University of Toronto; Dalhousie University; Hamilton Health Sciences; Thrombosis and Atherosclerosis Research Institute; Impact; McMaster University; Université Laval","funders":"Canadian Institutes of Health Research; Helmut Horten Stiftung; Partenariat Canadien Contre Le Cancer; Olga Mayenfisch Stiftung; Bayer; Novartis Foundation; EMDO Stiftung; Schweizerischer Nationalfonds zur Förderung der Wissenschaftlichen Forschung; University of Toronto; Circle Cardiovascular Imaging; Dalhousie University; Alberta Health Services; Alberta Cancer Foundation; Pfizer; Sunnybrook Research Institute; Regeneron Pharmaceuticals; Sanofi; Universitätsspital Zürich; Fondation Institut de Cardiologie de Montréal; Université Laval; Université de Montréal; Heart and Stroke Foundation of Canada; Institut de Cardiologie de Montréal; National Science Foundation","keywords":"Adipose tissue; Visceral fat; Intra-Abdominal Fat; Disease; Adipokine; Carotid arteries","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":[0.0009458276,0.0003563581,0.000318318,0.0007963618,0.0003532312,0.0009285852,0.0004370881,0.0005133508,0.001957323],"category_scores_gemma":[0.003188705,0.0003181081,0.0006104492,0.0008338912,0.0005344623,0.0002508259,0.0005231645,0.0006381363,0.0001874262],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000415071,"about_ca_system_score_gemma":0.0006445441,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.05750608,"about_ca_topic_score_gemma":0.05218069,"domain_scores_codex":[0.9994977,0.0001299096,0.00002859765,0.0001098437,0.0001079276,0.0001260085],"domain_scores_gemma":[0.9985252,0.0003811957,0.0004386406,0.0001572203,0.0001579764,0.0003398485],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005316968,0.00001228651,0.9954255,0.00002168935,0.0001791458,0.00006618743,0.00005670908,0.00009758648,0.0003855952,0.00008181783,0.0001163326,0.003025508],"study_design_scores_gemma":[0.0000064977,0.00002831682,0.9993394,0.000009512331,0.00006946888,0.00007182753,0.00003933794,0.0002146846,0.00003315061,0.0000583574,0.0001256563,0.000003711222],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9939815,0.003695139,0.0002204485,0.0001671927,0.0000203671,0.000008311804,0.0004828,0.000008422702,0.001415766],"genre_scores_gemma":[0.9987395,0.0004221655,0.0001446251,0.00002555175,0.00002466453,0.000004351233,0.0002386105,0.000003360038,0.0003971692],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05750608,"threshold_uncertainty_score":0.1143427,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02685509398252963,"score_gpt":0.3280248534722113,"score_spread":0.3011697594896817,"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."}}