{"id":"W3186621629","doi":"10.1016/j.jacc.2021.05.035","title":"Management of Obesity in Cardiovascular Practice","year":2021,"lang":"en","type":"review","venue":"Journal of the American College of Cardiology","topic":"Diet and metabolism studies","field":"Medicine","cited_by":78,"is_retracted":false,"has_abstract":false,"ca_institutions":"Centre Hospitalier Universitaire de Sherbrooke; Université de Sherbrooke; Institut Universitaire en Santé Mentale de Québec; Université Laval; Centre Intégré Universitaire de Santé et de Services Sociaux du Centre-Sud-de-l'Île-de-Montréal; Institut universitaire de cardiologie et de pneumologie de Québec; Centre intégré universitaire de santé et de services sociaux de la Capitale-Nationale","funders":"National Institute of Diabetes and Digestive and Kidney Diseases; Canadian Institutes of Health Research","keywords":"Medicine; Obesity; Overweight; Disease; Life expectancy; Diabetes mellitus; Population; Risk factor; Type 2 diabetes; Intensive care medicine; Gerontology; Environmental health; Internal medicine; Endocrinology","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00170336,0.0002374001,0.007905073,0.0002593556,0.00002076415,0.000001336642,0.0003532445,0.00008782377,0.000002455679],"category_scores_gemma":[0.0005177953,0.000141828,0.00386375,0.0009272763,0.0003963135,0.00003333623,0.0002970186,0.0005143486,7.860697e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001143313,"about_ca_system_score_gemma":0.0004906005,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001140577,"about_ca_topic_score_gemma":5.65294e-7,"domain_scores_codex":[0.9967598,0.001170412,0.001175571,0.000177865,0.0005175679,0.0001987889],"domain_scores_gemma":[0.9962088,0.0003496142,0.002235563,0.000651734,0.0004986507,0.00005561747],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003628438,0.0003021855,0.001094467,0.01870674,0.06962941,0.00885198,0.00006702369,0.00008959955,0.000002092488,0.000858637,0.009103698,0.8909313],"study_design_scores_gemma":[0.0005443269,0.0002196958,0.002754173,0.007473056,0.01935155,0.002311293,0.0009586838,6.134142e-8,0.000001336607,0.00001039967,0.96628,0.00009537223],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0004020228,0.99233,0.0000290679,0.000204309,0.0007911051,0.0004188667,0.00003337269,0.000001593829,0.005789695],"genre_scores_gemma":[0.001173913,0.9968191,0.001386173,0.00004086858,0.0003371575,0.000008149557,0.000001008676,0.00002116567,0.0002124301],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9571763,"threshold_uncertainty_score":0.5783578,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02877712471551246,"score_gpt":0.3330231170070309,"score_spread":0.3042459922915184,"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."}}