{"id":"W4413438788","doi":"10.1016/j.lanepe.2025.101371","title":"Reducing inequalities in cardiovascular disease: focus on marginalized populations considering ethnicity and race","year":2025,"lang":"en","type":"review","venue":"The Lancet Regional Health - Europe","topic":"Health disparities and outcomes","field":"Social Sciences","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"Okanagan College; Brock University; Assembly of First Nations; Hamilton Health Sciences; McMaster University; Population Health Research Institute; University of British Columbia; McMaster University Medical Centre","funders":"National Center for Advancing Translational Sciences; National Center for Research Resources; Aegerion Pharmaceuticals; Novo Nordisk; Novartis Pharmaceuticals Canada; Public Health England; Canada Research Chairs; British Heart Foundation; Novo Nordisk Canada; Adelson Family Foundation; Canadian Cardiovascular Society; Sanofi; Ladies Hospital Aid Society; London School of Hygiene and Tropical Medicine; Novartis; Cedars-Sinai Medical Center; MSD; Merck; National Heart, Lung, and Blood Institute; Shire; Qmed; AstraZeneca; Bristol-Myers Squibb; Heart and Stroke Foundation of Canada; Pfizer; Boehringer Ingelheim; Amgen; Gustavus and Louise Pfeiffer Research Foundation; Roche; National Institute for Health and Care Research; Bayer, United Kingdom; Defense Media Activity","keywords":"Race (biology); Ethnic group; Inequality; Focus (optics); Disease; Race and health; Medicine; Gender studies; Sociology; Gerontology; Demography; Population; Anthropology; Internal medicine; Mathematics; Socioeconomic status","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":[0.003604254,0.0009768379,0.002314158,0.003410927,0.0004911857,0.002084999,0.001048762,0.00200022,0.003594887],"category_scores_gemma":[0.008470412,0.0002964298,0.00215013,0.00309795,0.0009331715,0.002325018,0.001787538,0.002425128,0.0004610918],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001794752,"about_ca_system_score_gemma":0.008464772,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01109261,"about_ca_topic_score_gemma":0.01760704,"domain_scores_codex":[0.9985574,0.0006611857,0.0002119598,0.0001263203,0.0003083091,0.0001348009],"domain_scores_gemma":[0.9961666,0.002897842,0.0002781641,0.00005779693,0.0004679121,0.0001316913],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001055218,0.00009988847,0.0006794943,0.1556574,0.00111191,0.0001095074,0.0005629819,0.0003325046,0.00035381,0.01185132,0.03071417,0.7984216],"study_design_scores_gemma":[0.0001098428,0.0001755952,0.005230192,0.2172219,0.002607917,0.0005074241,0.001009906,0.0001605384,0.0002952271,0.008578238,0.764066,0.00003710374],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001120105,0.9969381,0.00005947557,0.002121855,0.000243924,0.000008762037,0.00001691536,0.000002913114,0.0004959345],"genre_scores_gemma":[0.001573577,0.9970047,0.0002334936,0.000842283,0.0001807197,0.00002040085,0.00001705656,0.000002068684,0.0001256513],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01109261,"threshold_uncertainty_score":0.0220561,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3137468396515413,"score_gpt":0.4523266451768991,"score_spread":0.1385798055253578,"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."}}