{"id":"W2941101778","doi":"10.1093/jn/nxz020","title":"A Meta-Analysis of 46 Studies Identified by the FDA Demonstrates that Soy Protein Decreases Circulating LDL and Total Cholesterol Concentrations in Adults","year":2019,"lang":"en","type":"review","venue":"Journal of Nutrition","topic":"Phytoestrogen effects and research","field":"Medicine","cited_by":142,"is_retracted":false,"has_abstract":false,"ca_institutions":"Queen's University; University of Toronto; St. Michael's Hospital","funders":"Institute of Nutrition, Metabolism and Diabetes; Obesity Canada; Agriculture and Agri-Food Canada; European Association for the Study of Diabetes; University of Toronto; Canadian Society of Endocrinology and Metabolism; Canada Foundation for Innovation; National Cattlemen's Beef Association; Physicians Committee for Responsible Medicine; Coca-Cola Foundation; Loblaw Companies Limited; International Sweeteners Association; Alberta Pulse Growers Commission; Society for Endocrinology; Danish Cancer Society Research Center; Physicians' Services Incorporated Foundation; Peanut Institute; Canadian Nutrition Society; Glycemic Index Foundation; Banting and Best Diabetes Centre, University of Toronto; U.S. Department of Agriculture; Kellogg's; Canadian Cardiovascular Society; Danone; Diabetes Canada; Soy Nutrition Institute; Saskatchewan Pulse Growers; International Nut and Dried Fruit Council; Almond Board of California; California Strawberry Commission; Government of Canada; St. Michael's Hospital Foundation; Dairy Farmers of Canada; Canadian Institutes of Health Research; PepsiCo","keywords":"Soy protein; Cholesterol; Medicine; Internal medicine; Plant protein; Cholesterol lowering; Cardiovascular health; Ldl cholesterol; Food science; Endocrinology; Chemistry; Disease","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":[0.0008767743,0.0002052135,0.002709739,0.000433235,0.00006037343,0.0000492432,0.00009313226,0.0001206858,0.00001364345],"category_scores_gemma":[0.0002504388,0.0001054471,0.001323843,0.0005293537,0.0001266942,0.000154118,0.00002799007,0.0004449215,5.516275e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000785527,"about_ca_system_score_gemma":0.0001633948,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000287783,"about_ca_topic_score_gemma":0.00001927387,"domain_scores_codex":[0.9977556,0.0004818515,0.0009204384,0.0001741176,0.0005026996,0.000165272],"domain_scores_gemma":[0.9977987,0.0005846529,0.001049889,0.000167335,0.0003176688,0.00008175363],"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":[0.0005549322,0.004916376,0.002562511,0.1654125,0.6603082,0.0004029876,0.001115087,0.00003216519,0.004028623,0.00006853639,0.001012657,0.1595855],"study_design_scores_gemma":[0.005324287,0.001640727,0.00180603,0.07323819,0.9073814,0.001923584,0.00275494,0.0003195742,0.001018391,0.0001269408,0.003985786,0.0004801172],"study_design_candidate":"meta_analysis","study_design_consensus":"meta_analysis","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.09034304,0.9078852,0.00001156179,0.0002188865,0.00002765348,0.001443436,0.00006176007,0.000002105,0.000006343191],"genre_scores_gemma":[0.1910406,0.8086453,0.00006149359,0.00001209073,0.00007080912,0.00008754377,0.0000461639,0.00001209897,0.0000238926],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.2470732,"threshold_uncertainty_score":0.4300009,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2484832338468952,"score_gpt":0.428268136246604,"score_spread":0.1797849023997087,"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."}}