{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000413754,0.0001578066,0.000671025,0.0002136061,0.000145834,0.00000738033,0.0003705912,0.00008961141,0.00008525605],"category_scores_gemma":[0.0005663351,0.0001297173,0.00009332453,0.0003711299,0.0007004482,0.00005217978,0.00025284,0.000206404,0.00001971744],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004428364,"about_ca_system_score_gemma":0.00007673276,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006398154,"about_ca_topic_score_gemma":0.0007942503,"domain_scores_codex":[0.9988127,0.0001467497,0.000434888,0.000199457,0.0002267333,0.0001794251],"domain_scores_gemma":[0.9972054,0.0002029604,0.000109188,0.002182277,0.000178185,0.0001219509],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.00007213449,0.0005576116,0.1990084,0.001095786,0.0008504124,0.00000442202,0.002910812,0.000001582746,0.01376499,0.001300388,0.003579448,0.776854],"study_design_scores_gemma":[0.00613096,0.0011982,0.8797285,0.004980802,0.002278029,0.00005567968,0.001013676,0.0005353494,0.02943278,0.0009685301,0.07336473,0.0003127989],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9549009,0.02095095,0.0002563286,0.004587097,0.0001795683,0.00111502,0.00001080301,0.00008052994,0.01791885],"genre_scores_gemma":[0.9905298,0.005120557,0.001585577,0.0005418677,0.00006438795,0.00009084308,0.0000334105,0.00001969109,0.002013887],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7765412,"threshold_uncertainty_score":0.9672138,"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."}}