{"id":"W4401793290","doi":"10.1186/s12916-024-03524-7","title":"A systematic review and meta-analysis of randomized trials of substituting soymilk for cow’s milk and intermediate cardiometabolic outcomes: understanding the impact of dairy alternatives in the transition to plant-based diets on cardiometabolic health","year":2024,"lang":"en","type":"review","venue":"BMC Medicine","topic":"Phytoestrogen effects and research","field":"Medicine","cited_by":24,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; University of Saskatchewan; St. Michael's Hospital","funders":"Institute of Nutrition, Metabolism and Diabetes; Agriculture and Agri-Food Canada; Canadian Society of Endocrinology and Metabolism; Nestec; Danish Cancer Society Research Center; Hospital for Sick Children; Coca-Cola Foundation; United Soybean Board; Loblaw Companies Limited; Herbalife Nutrition; Alberta Pulse Growers Commission; Mead Johnson Nutrition; Glycemic Index Foundation; International Nut and Dried Fruit Council; Almond Board of California; Pharmavite; Danone; Soy Nutrition Institute; Dairy Farmers of Canada; Arizona State University; Fonterra Co-Operative Group; California Strawberry Commission; Canadian Institutes of Health Research; PepsiCo; U.S. Department of Agriculture; Kellogg's; Abbott Laboratories; Alpro Foundation; Canadian Nutrition Society; Canadian Diabetes Association","keywords":"Medicine; Meta-analysis; Sweetness; Food science; Randomized controlled trial; Biotechnology; Systematic review; MEDLINE; Internal medicine; Biology; Flavor","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":[0.01987974,0.003475774,0.03104648,0.007872787,0.001017245,0.004161023,0.002715612,0.003163447,0.004760976],"category_scores_gemma":[0.05372932,0.001754488,0.03626744,0.009497453,0.00118604,0.00271307,0.001890979,0.002484306,0.0004160639],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00526571,"about_ca_system_score_gemma":0.008751545,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01009417,"about_ca_topic_score_gemma":0.02080567,"domain_scores_codex":[0.9782884,0.01035201,0.007107563,0.001771591,0.001955129,0.0005252033],"domain_scores_gemma":[0.9698275,0.02169869,0.005305073,0.0007875569,0.002029533,0.0003515758],"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":[0.001810587,0.00002205428,0.001220257,0.6794285,0.3083568,0.00009908173,0.00007108563,0.0002808439,0.0001514976,0.0001257308,0.0004815444,0.007951911],"study_design_scores_gemma":[0.001134903,0.0002457935,0.001783814,0.07266908,0.9219052,0.00006819005,0.00004937083,0.0001475278,0.0001197149,0.0002024775,0.001650067,0.00002387588],"study_design_candidate":"meta_analysis","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00370032,0.9933202,0.0005550287,0.0002451481,0.0002206696,0.001093405,0.000545206,0.00002967298,0.0002902606],"genre_scores_gemma":[0.1153489,0.8722873,0.003876213,0.001440875,0.0002859528,0.005337852,0.0008997739,0.00004192918,0.0004811768],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.03104648,"threshold_uncertainty_score":0.1051354,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3812237628075567,"score_gpt":0.5193080382302686,"score_spread":0.1380842754227119,"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."}}