{"id":"W3165729644","doi":"10.2337/dc20-3092","title":"Dose-Dependent Associations of Dietary Glycemic Index, Glycemic Load, and Fiber With 3-Year Weight Loss Maintenance and Glycemic Status in a High-Risk Population: A Secondary Analysis of the Diabetes Prevention Study PREVIEW","year":2021,"lang":"en","type":"article","venue":"Diabetes Care","topic":"Food composition and properties","field":"Nursing","cited_by":24,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Wageningen University and Research; Jenny ja Antti Wihurin Rahasto; Medical Research Council; Engineering and Physical Sciences Research Council; Universität Stuttgart; Waltham Centre for Pet Nutrition; Biotechnology and Biological Sciences Research Council; Glycemic Index Foundation; University of Sydney; Diabetestutkimussäätiö; National Health and Medical Research Council; Emil Aaltosen Säätiö; China Scholarship Council; International Sweeteners Association; Universidad de Navarra; Juho Vainion Säätiö; Fonterra Co-Operative Group; Directorate for Biological Sciences; NIHR Biomedical Research Centre, Royal Marsden NHS Foundation Trust/Institute of Cancer Research; Swansea University; Helsingin Yliopisto; Steno Diabetes Center Copenhagen; Virginia Commonwealth University; Medical University Sofia; Novo Nordisk; McGill University; University of Leeds; National Institute for Health and Care Research; Suomen Lääketieteen Säätiö","keywords":"Medicine; Glycemic index; Glycemic; Diabetes mellitus; Glycemic load; Weight loss; Dietary fiber; Population; Internal medicine; Obesity; Endocrinology; Environmental health; Food science","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.009667719,0.001164458,0.002390179,0.001316198,0.0005649606,0.001028152,0.000854556,0.001107266,0.002040716],"category_scores_gemma":[0.008687928,0.000832001,0.005868345,0.001385132,0.0004050029,0.0006855704,0.001223316,0.001132676,0.0002800011],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002689796,"about_ca_system_score_gemma":0.0005967916,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002760892,"about_ca_topic_score_gemma":0.002230616,"domain_scores_codex":[0.9952062,0.002699444,0.0004157452,0.0008852023,0.0005379899,0.0002554021],"domain_scores_gemma":[0.9931903,0.001929604,0.002522793,0.001402796,0.000597511,0.0003569161],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.06711936,0.001483743,0.8907756,0.0007743359,0.02758845,0.0001453086,0.0002183219,0.0008090119,0.00188079,0.0001373092,0.001169103,0.007898576],"study_design_scores_gemma":[0.004355426,0.008736204,0.9719554,0.00005291843,0.01127939,0.0001965494,0.0001168881,0.001274585,0.0007165993,0.0002121241,0.001065572,0.00003828825],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9924951,0.00173101,0.001849266,0.00007443133,0.00005533393,0.0002967219,0.002903881,0.00007331219,0.0005209569],"genre_scores_gemma":[0.9915558,0.0003216877,0.001814196,0.000142546,0.00009177651,0.0006859284,0.004390059,0.00002686688,0.0009713118],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009667719,"threshold_uncertainty_score":0.05112845,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008899066201866104,"score_gpt":0.2344510824614411,"score_spread":0.2255520162595749,"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."}}