{"id":"W4391155287","doi":"10.1016/s2213-8587(23)00344-3","title":"Association of glycaemic index and glycaemic load with type 2 diabetes, cardiovascular disease, cancer, and all-cause mortality: a meta-analysis of mega cohorts of more than 100 000 participants","year":2024,"lang":"en","type":"review","venue":"The Lancet Diabetes & Endocrinology","topic":"Food composition and properties","field":"Nursing","cited_by":98,"is_retracted":false,"has_abstract":false,"ca_institutions":"Impact; Public Health Ontario; University of Toronto; Hamilton Health Sciences; McMaster University; University of Saskatchewan; Population Health Research Institute; St. Michael's Hospital","funders":"Temerty Faculty of Medicine, University of Toronto; Obesity Canada; Novo Nordisk; University of Toronto; International Sweeteners Association; Alberta Pulse Growers Commission; Canadian Nutrition Society; Danone; Diabetes Canada; Canadian Cardiovascular Society; Centre International de Recherche sur le Cancer; Loblaw Companies Limited; Canola Council of Canada; United Soybean Board; Soy Nutrition Institute; Dairy Farmers of Canada; McMaster University; National Honey Board; International Nut and Dried Fruit Council; Almond Board of California; Harvard University; General Mills; AstraZeneca; Eli Lilly and Company; Canadian Institutes of Health Research; PepsiCo; Kowa Company; Guangdong Provincial Hospital of Traditional Chinese Medicine; World Health Organization; Sanofi","keywords":"Medicine; Meta-analysis; Type 2 diabetes; Disease; Internal medicine; Diabetes mellitus; Mega-; Cohort study; Oncology; 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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0006743985,0.000486158,0.005829435,0.0003209439,0.0000491881,0.00003029479,0.0003453297,0.0001791024,0.00003405862],"category_scores_gemma":[0.00009905588,0.0002898709,0.001079985,0.0008111406,0.0004126853,0.00006976574,0.0001904699,0.000403656,0.000001120779],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000126909,"about_ca_system_score_gemma":0.0001212621,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007058303,"about_ca_topic_score_gemma":0.0002881221,"domain_scores_codex":[0.9965125,0.0007292622,0.0008093787,0.0005687507,0.0005568269,0.0008233203],"domain_scores_gemma":[0.997538,0.0003755482,0.0007720906,0.0009982364,0.0002159812,0.0001001608],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"meta_analysis","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.0002478487,0.0000652418,0.04057712,0.01095294,0.9195852,0.000013346,0.0003401959,0.0001709704,0.00002889459,0.0000330251,0.0002986957,0.0276865],"study_design_scores_gemma":[0.0004065263,0.0003136674,0.003289722,0.0009915218,0.9471534,0.000002731198,0.00002302397,0.0002305018,0.0001763029,0.00008815875,0.04698069,0.0003437643],"study_design_candidate":"meta_analysis","study_design_consensus":"meta_analysis","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.235888,0.7624124,1.447495e-7,0.000290675,0.0001431636,0.0004915235,0.0007192707,0.00003577029,0.00001902586],"genre_scores_gemma":[0.3392124,0.6602999,0.000006556137,0.00008279632,0.00005189141,0.000179125,0.00009291765,0.00003975705,0.00003468731],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.1033243,"threshold_uncertainty_score":0.9999554,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1428803881139379,"score_gpt":0.3577246968681067,"score_spread":0.2148443087541689,"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."}}