{"id":"W4221036347","doi":"10.1186/s12933-022-01468-x","title":"Sex-specific associations of fat mass and muscle mass with cardiovascular disease risk factors in adults with type 2 diabetes living with overweight and obesity: secondary analysis of the Look AHEAD trial","year":2022,"lang":"en","type":"article","venue":"Cardiovascular Diabetology","topic":"Nutrition and Health in Aging","field":"Medicine","cited_by":25,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa","funders":"National Institute of Nursing Research; National Institute of Diabetes and Digestive and Kidney Diseases; National Heart, Lung, and Blood Institute; National Institutes of Health; National Institute on Minority Health and Health Disparities; Office of Research on Women's Health; Canadian Institutes of Health Research; Centers for Disease Control and Prevention; University of Ottawa","keywords":"Medicine; Body mass index; Overweight; Internal medicine; Type 2 diabetes; Diabetes mellitus; Endocrinology; Obesity; Sarcopenia; Cardiology","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":[0.00338068,0.00064901,0.002127356,0.0004271991,0.0003731544,0.0008662154,0.0004622084,0.0006392155,0.002468693],"category_scores_gemma":[0.003448227,0.0003466918,0.003450067,0.0006458686,0.0002617577,0.0005243002,0.0007079253,0.001269995,0.0002725262],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002436978,"about_ca_system_score_gemma":0.0004957119,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001556793,"about_ca_topic_score_gemma":0.00274131,"domain_scores_codex":[0.9987816,0.0006257261,0.00009821758,0.0002384613,0.0001118499,0.0001442124],"domain_scores_gemma":[0.9980195,0.0006397879,0.0005582144,0.0002894634,0.0001992719,0.0002938471],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.3499282,0.00265562,0.6005501,0.001711371,0.02574341,0.0001742374,0.000172936,0.0006379133,0.00142531,0.0002089481,0.003108764,0.0136832],"study_design_scores_gemma":[0.05340341,0.0151711,0.9062769,0.0001758244,0.02075078,0.0001958874,0.0001610381,0.001460964,0.0004844533,0.0004181344,0.001443972,0.00005742654],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9927992,0.002614228,0.0003460437,0.0001365493,0.0000893511,0.0004498088,0.002618616,0.00001860448,0.0009276369],"genre_scores_gemma":[0.9937658,0.0005155315,0.0003597056,0.0001853655,0.0001430329,0.0008796299,0.003514373,0.00001144753,0.0006250917],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00338068,"threshold_uncertainty_score":0.01787901,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01286158693671973,"score_gpt":0.2213358677188459,"score_spread":0.2084742807821262,"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."}}