{"id":"W2980014115","doi":"10.1210/clinem/dgz045","title":"The Risks of Cardiovascular Disease and Mortality Following Weight Change in Adults with Diabetes: Results from ADVANCE","year":2019,"lang":"en","type":"article","venue":"The Journal of Clinical Endocrinology & Metabolism","topic":"Bariatric Surgery and Outcomes","field":"Medicine","cited_by":34,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre Hospitalier de l’Université de Montréal","funders":"National Institute on Aging; British Heart Foundation; National Institute of Diabetes and Digestive and Kidney Diseases; National Heart, Lung, and Blood Institute; Medical Research Council; National Institute for Health and Care Research","keywords":"Medicine; Weight loss; Hazard ratio; Overweight; Diabetes mellitus; Type 2 diabetes; Weight change; Weight gain; Internal medicine; Context (archaeology); Obesity; Confidence interval; Endocrinology; Body weight","routes":{"ca_aff":true,"ca_fund":false,"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":[0.003314025,0.0001661465,0.001388953,0.00007026755,0.00005439008,0.000005247462,0.0002564578,0.00008472602,0.000008034189],"category_scores_gemma":[0.00215398,0.00007499695,0.0006519085,0.0001744692,0.0002821209,0.0001439166,0.00008343877,0.0008045808,0.000002875805],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000007726953,"about_ca_system_score_gemma":0.0001118475,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002496851,"about_ca_topic_score_gemma":0.00002270048,"domain_scores_codex":[0.996676,0.0009389806,0.001396277,0.0002168459,0.0004426758,0.0003292221],"domain_scores_gemma":[0.9937127,0.004535913,0.0007129866,0.0007370295,0.0001252812,0.0001760844],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.006482548,0.0001257304,0.9609243,0.00002485502,0.002819543,0.0001875524,0.0003233192,0.00003561472,0.000008841612,0.0001154485,0.00001782065,0.02893449],"study_design_scores_gemma":[0.008901359,0.0001562805,0.979836,0.0002171869,0.002687601,0.00001476977,0.0001243272,0.00006297314,0.00006942082,0.0003763687,0.007473259,0.00008047526],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9346956,0.06144206,0.000006897414,0.002260659,0.001189064,0.000321106,0.00001525785,0.00000611525,0.00006326492],"genre_scores_gemma":[0.9771541,0.02147554,0.0001125385,0.0004583668,0.0007593851,0.000004920006,0.000002157292,0.00001309912,0.00001984393],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04245858,"threshold_uncertainty_score":0.3495548,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06636063937805832,"score_gpt":0.3648379817723665,"score_spread":0.2984773423943082,"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."}}