{"id":"W4388913549","doi":"10.1101/2023.11.21.23298826","title":"Visceral Adiposity and Subclinical Left Ventricular Remodeling","year":2023,"lang":"en","type":"preprint","venue":"medRxiv","topic":"Cardiovascular Disease and Adiposity","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary; Université Laval; Institut universitaire de cardiologie et de pneumologie de Québec; University Health Network; Alberta Health Services; Canadian Centre for Applied Research in Cancer Control; Montreal Heart Institute; University of British Columbia; Centre Hospitalier Universitaire Sainte-Justine; Hamilton Health Sciences; Dalhousie University; University of Toronto; Ontario Institute for Cancer Research; McMaster University; Université de Montréal; Population Health Research Institute; Institute for Clinical Evaluative Sciences; McGill University","funders":"Partenariat Canadien Contre Le Cancer; BC Cancer Foundation; Canadian Institutes of Health Research; Helmut Horten Stiftung; Olga Mayenfisch Stiftung; Bayer; Novartis Foundation; Servier; EMDO Stiftung; University of Toronto; Schweizerischer Nationalfonds zur Förderung der Wissenschaftlichen Forschung; Dairy Farmers of Canada; Alberta Cancer Foundation; Pfizer; Sunnybrook Research Institute; Sanofi; Universitätsspital Zürich; Fondation Institut de Cardiologie de Montréal; Université Laval; Université de Montréal; Institut de Cardiologie de Montréal; Ontario Ministry of Health and Long-Term Care; Heart and Stroke Foundation of Canada; Public Health Agency of Canada; Hamilton Health Sciences; Public Health Agency; GlaxoSmithKline; AstraZeneca; National Science Foundation","keywords":"Subclinical infection; Medicine; Cardiology; Internal medicine; Cohort; Ventricular remodeling; Anthropometry; Population; Heart failure","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":[0.0005524655,0.0002809332,0.0002513478,0.0004458289,0.0001766452,0.0005882336,0.0003282611,0.000206343,0.002515142],"category_scores_gemma":[0.0009353609,0.0001105825,0.0001900054,0.0004126081,0.0003630703,0.0001449526,0.0002943192,0.0003032222,0.0001567326],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000246061,"about_ca_system_score_gemma":0.000418645,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01094385,"about_ca_topic_score_gemma":0.01236164,"domain_scores_codex":[0.999793,0.0000448269,0.0000121091,0.00005609592,0.00005077587,0.00004319067],"domain_scores_gemma":[0.9992064,0.0001418851,0.0003693192,0.00004543013,0.00008177183,0.0001552027],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002834621,0.00002296517,0.993557,0.00004869638,0.0001562733,0.00006687853,0.0000254502,0.00009091013,0.00109938,0.00006957192,0.0001529634,0.004426455],"study_design_scores_gemma":[0.000006892844,0.0000416105,0.999371,0.00001290518,0.00002897612,0.0001408541,0.0000190504,0.0001100258,0.00008524324,0.00006112592,0.0001202601,0.000002025068],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9939159,0.003576539,0.000290914,0.0002131579,0.00002087047,0.000007182776,0.0007632439,0.00001048031,0.001201733],"genre_scores_gemma":[0.9988802,0.000429095,0.0001429744,0.00003075786,0.0000484853,0.000003395704,0.0002501442,0.000001312258,0.0002137536],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01094385,"threshold_uncertainty_score":0.02176034,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0458084836057024,"score_gpt":0.3100097881267774,"score_spread":0.264201304521075,"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."}}