{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001399428,0.0002074023,0.0006205018,0.0001648783,0.0001194068,0.00004023101,0.000116171,0.00008933818,0.00005687628],"category_scores_gemma":[0.00007161424,0.0001559943,0.000129039,0.0009015997,0.00009889467,0.0001921412,0.000118721,0.0002610984,0.000001214068],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001803317,"about_ca_system_score_gemma":0.00007931355,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003764011,"about_ca_topic_score_gemma":0.002651692,"domain_scores_codex":[0.9980512,0.000418667,0.0005043481,0.0003819975,0.000364623,0.0002791538],"domain_scores_gemma":[0.9987288,0.0001410314,0.0004089416,0.0003796088,0.0002866698,0.00005498313],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0009829535,0.0001484354,0.9844317,0.0003482089,0.0006840185,0.000001408652,0.002979021,0.0003298809,0.0002128291,0.000003145551,0.000007847728,0.009870551],"study_design_scores_gemma":[0.003515992,0.001337999,0.9894821,0.0005701277,0.001569233,5.759994e-7,0.002100816,0.0003672661,0.0006846373,0.0001383132,0.00003086779,0.0002020781],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9896748,0.00907885,4.75501e-7,0.00009862878,0.00009340731,0.000555653,0.0004209453,0.00002053737,0.00005669711],"genre_scores_gemma":[0.9993188,0.0002418946,0.00007194051,0.00006003957,0.00001531525,0.00005367131,0.0001926077,0.00002232371,0.00002343039],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009668472,"threshold_uncertainty_score":0.6361263,"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."}}