{"id":"W4401417183","doi":"10.32920/26521228.v1","title":"Associations between Dietary Pulses Alone or with Other Legumes and Cardiometabolic Disease Outcomes: An Umbrella Review and Updated Systematic Review and Meta-analysis of Prospective Cohort Studies","year":2024,"lang":"en","type":"preprint","venue":"","topic":"Nutritional Studies and Diet","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; University of Saskatchewan; St. Michael's Hospital","funders":"Agriculture and Agri-Food Canada; Instituto Danone; European Association for the Study of Diabetes; Fondazione Umberto Veronesi; Novo Nordisk; Canadian Society of Endocrinology and Metabolism; Ministero della Salute; Instituto de Salud Carlos III; Amgen; Soy Nutrition Institute; Generalitat de Catalunya; General Mills; Herbalife Nutrition; Alberta Pulse Growers Commission; International Nut and Dried Fruit Council; European Foundation for the Study of Diabetes; Almond Board of California; European Commission; Diabetes Canada; Danone; Sanofi; Government of Canada; St. Michael's Hospital Foundation; Loblaw Companies Limited; Canola Council of Canada; Coca-Cola Foundation; Banting and Best Diabetes Centre, University of Toronto; U.S. Department of Agriculture; Eli Lilly and Company; Kellogg's; Pfizer; Danish Cancer Society Research Center; Canadian Diabetes Association; Physicians Committee for Responsible Medicine; AstraZeneca; Canadian Institutes of Health Research; PepsiCo","keywords":"Medicine; Prospective cohort study; Incidence (geometry); Cohort study; Internal medicine; Meta-analysis; Stroke (engine); Type 2 diabetes; Diabetes mellitus; Cohort; Relative risk; Confidence interval; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.02808696,0.00239137,0.0155923,0.01831325,0.0008164307,0.004191827,0.002508679,0.002122493,0.003546465],"category_scores_gemma":[0.06656033,0.001869169,0.01744894,0.0162,0.000797404,0.003436585,0.002762309,0.001505944,0.0004921718],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003600603,"about_ca_system_score_gemma":0.009618211,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006426979,"about_ca_topic_score_gemma":0.02050922,"domain_scores_codex":[0.9806172,0.007734512,0.007590394,0.001230298,0.002426727,0.0004010111],"domain_scores_gemma":[0.953984,0.03079921,0.009667998,0.001608594,0.003588931,0.000351336],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.0003686137,0.00001659171,0.001659782,0.8706364,0.09612342,0.00008984446,0.0001779791,0.0001772137,0.0002967126,0.0002594321,0.002517077,0.02767701],"study_design_scores_gemma":[0.0004507346,0.0002295237,0.005466377,0.3940129,0.5795626,0.0002024403,0.0001357671,0.0002220851,0.0002758582,0.0005958672,0.01878309,0.00006265901],"study_design_candidate":"meta_analysis","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.000908236,0.996635,0.0004511477,0.0004653559,0.000245818,0.0004079351,0.0006387131,0.00001811776,0.0002296865],"genre_scores_gemma":[0.01643407,0.9749923,0.003410022,0.001545703,0.0003368228,0.002184054,0.0008065755,0.00002204629,0.0002683048],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.02808696,"threshold_uncertainty_score":0.1485398,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1183310330131177,"score_gpt":0.3966561831274094,"score_spread":0.2783251501142917,"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."}}