{"id":"W4407787676","doi":"10.2337/dc24-1533","title":"Comparative Efficacy of Glucagon-Like Peptide 1 Receptor Agonists for Cardiovascular Outcomes in Asian Versus White Populations: Systematic Review and Meta-analysis of Randomized Trials of Populations With or Without Type 2 Diabetes and/or Overweight or Obesity","year":2025,"lang":"en","type":"review","venue":"Diabetes Care","topic":"Diabetes Treatment and Management","field":"Medicine","cited_by":71,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hamilton Health Sciences; McMaster University; Population Health Research Institute","funders":"Esperion Therapeutics; Novo Nordisk; University of Glasgow; British Heart Foundation; Sanofi; Kowa Company; Alnylam Pharmaceuticals; Glenmark Pharmaceuticals; Eli Lilly and Company; AstraZeneca; CSL Behring; McMaster University; National Institute of Diabetes and Digestive and Kidney Diseases; Amgen; Pfizer; Abbott Laboratories","keywords":"Medicine; Meta-analysis; Type 2 diabetes; Internal medicine; Randomized controlled trial; Diabetes mellitus; Glucagon-like peptide-1; Endocrinology; Pharmacology","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":[0.02743123,0.002876288,0.02310291,0.007520473,0.0008178673,0.004207567,0.002384121,0.00262431,0.00500917],"category_scores_gemma":[0.07199685,0.001619999,0.03391502,0.007652925,0.001182201,0.002562921,0.001693283,0.002035463,0.0003896503],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004015441,"about_ca_system_score_gemma":0.00711734,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006604265,"about_ca_topic_score_gemma":0.01602158,"domain_scores_codex":[0.9766548,0.01071294,0.007733209,0.002047708,0.002355974,0.000495369],"domain_scores_gemma":[0.9647324,0.02456063,0.006939679,0.001180639,0.002281558,0.0003050694],"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":[0.001182168,0.00001657413,0.001452015,0.7149564,0.2716733,0.00005493189,0.00008532761,0.0002772321,0.0001321243,0.0001631978,0.0008263628,0.009180374],"study_design_scores_gemma":[0.001374195,0.0002197044,0.002505299,0.1294389,0.8625439,0.00007846393,0.00007125395,0.0001898689,0.0002141703,0.0004966267,0.002831643,0.00003587336],"study_design_candidate":"meta_analysis","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00350098,0.9915991,0.0009421577,0.0004175448,0.0003228706,0.00161726,0.001149983,0.0000518887,0.000398269],"genre_scores_gemma":[0.1525221,0.8270006,0.006341256,0.00258903,0.0004509341,0.008927382,0.001528627,0.00007449818,0.0005655415],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.02743123,"threshold_uncertainty_score":0.145072,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1623947790216077,"score_gpt":0.4044006538959343,"score_spread":0.2420058748743266,"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."}}