{"id":"W4404803288","doi":"10.1016/j.cdnut.2024.104516","title":"Perspective: Current Scientific Evidence and Research Strategies in the Role of Almonds in Cardiometabolic Health","year":2024,"lang":"en","type":"article","venue":"Current Developments in Nutrition","topic":"Nuts composition and effects","field":"Nursing","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; St. Michael's Hospital","funders":"Ontario Ministry of Research and Innovation; Novo Nordisk; University of Toronto; Canada Foundation for Innovation; Ontario Ministry of Research, Innovation and Science; Samsung; UnitedHealth Group; International Sweeteners Association; Alberta Pulse Growers Commission; Ontario Research Foundation; United Soybean Board; Dairy Farmers of Canada; FrieslandCampina; Eli Lilly and Company; Ian's Friends Foundation; National Honey Board; International Nut and Dried Fruit Council; Institute for the Advancement of Food and Nutrition Sciences; Almond Board of California; Diabetes Canada; Danone; UNICEF; Colgate-Palmolive Company; U.S. Department of Agriculture; Regeneron Pharmaceuticals; General Mills; Physicians Committee for Responsible Medicine; Canadian Institutes of Health Research; PepsiCo; National Institute of Diabetes and Digestive and Kidney Diseases; Government of Canada; GlaxoSmithKline","keywords":"Perspective (graphical); Scientific evidence; Environmental ethics; Engineering ethics; Political science; Epistemology; Engineering; Philosophy; Computer science","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":[],"consensus_categories":[],"category_scores_codex":[0.002939717,0.0001184515,0.0002103996,0.001676752,0.0001229678,0.0002838713,0.0001858728,0.0000370132,0.000003179712],"category_scores_gemma":[0.00009208141,0.000102879,0.00002877021,0.002663129,0.000173184,0.0004734074,0.00006164376,0.0005449487,0.000007419237],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006153507,"about_ca_system_score_gemma":0.0002357746,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001354071,"about_ca_topic_score_gemma":0.0001210826,"domain_scores_codex":[0.997537,0.0007526355,0.0003589837,0.0004109544,0.0005774941,0.000362917],"domain_scores_gemma":[0.9994069,0.0002583959,0.00003686173,0.0001477771,0.0001063722,0.00004365395],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0003515143,0.002788949,0.05645401,0.007342654,0.00001660502,0.00002380096,0.1043961,0.00004925707,0.007850183,0.03120203,0.003047526,0.7864774],"study_design_scores_gemma":[0.002902754,0.0003751802,0.7293004,0.05859553,0.00001368074,0.00003770881,0.04689324,0.002776204,0.005464858,0.0822948,0.07065853,0.0006870959],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.827067,0.1697775,0.00001119275,0.0009160265,0.001239709,0.0008005069,0.00000697124,0.00001970599,0.0001614388],"genre_scores_gemma":[0.996453,0.003197288,0.00008971473,0.000007461862,0.00005381713,0.0001679687,0.00002046711,0.000008481614,0.000001773766],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7857903,"threshold_uncertainty_score":0.4195284,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09467882871839103,"score_gpt":0.4616754662705218,"score_spread":0.3669966375521307,"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."}}