{"id":"W4409652484","doi":"10.1093/eurheartj/ehaf212","title":"Social factors, health policy, and environment: implications for cardiovascular disease across the globe","year":2025,"lang":"en","type":"article","venue":"European Heart Journal","topic":"Air Quality and Health Impacts","field":"Environmental Science","cited_by":23,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hamilton Health Sciences; McMaster University; Population Health Research Institute; University of British Columbia; Simon Fraser University","funders":"Faculty of Community and Health Sciences, University of the Western Cape; Philippine Council for Health Research and Development; Canadian Institutes of Health Research; Independent University, Bangladesh; Servier; Uniwersytet Medyczny im. Piastów Slaskich we Wroclawiu; Dairy Farmers of Canada; Universiti Kebangsaan Malaysia; AstraZeneca; Ministério da Ciência, Tecnologia e Inovação; AFA Försäkring; Saudi Heart Association; Universiti Teknologi MARA; National Research Foundation; North-West University; Public Health Agency of Canada; International Development Research Centre; Hamilton Health Sciences; Heart and Stroke Foundation of Canada; Ontario Ministry of Health and Long-Term Care; Departamento Administrativo de Ciencia, Tecnología e Innovación (COLCIENCIAS); Sanofi; Medical Research Council; King Saud University; Indian Council of Medical Research; Vetenskapsrådet; Pfizer; Universidad de La Frontera; Public Health Agency; GlaxoSmithKline","keywords":"Medicine; Urbanization; Environmental health; Disease; Social determinants of health; Economic growth; Public health; Epidemiology; Global health; Health policy; Development economics; Gerontology; Economics; Pathology","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":[0.001780965,0.0004259625,0.0006822395,0.001859796,0.001037873,0.003156901,0.0004333832,0.001411761,0.002986267],"category_scores_gemma":[0.00295664,0.000158417,0.0006379219,0.002940825,0.002286909,0.001964058,0.002457499,0.001710312,0.0001863693],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002010917,"about_ca_system_score_gemma":0.004306614,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01552646,"about_ca_topic_score_gemma":0.02052583,"domain_scores_codex":[0.9990209,0.0005216136,0.00006044891,0.0001087579,0.0001661173,0.0001220922],"domain_scores_gemma":[0.9981027,0.001101399,0.0002593564,0.00004382482,0.0002914724,0.0002011582],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0001089051,0.000199608,0.04663252,0.01142722,0.001016538,0.0008923911,0.008373719,0.002812336,0.0008415279,0.09932974,0.03935386,0.7890117],"study_design_scores_gemma":[0.00002543512,0.0002761959,0.1955523,0.03182757,0.0008032919,0.0008667416,0.02924932,0.0009844392,0.00038626,0.1166546,0.6232294,0.0001443991],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.01533475,0.857848,0.000971453,0.1115088,0.002068476,0.00002997198,0.0001883868,0.00002024087,0.01202998],"genre_scores_gemma":[0.1386929,0.8473832,0.0009134154,0.01043329,0.001467414,0.00004718718,0.00007659382,0.000007766963,0.000978166],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01552646,"threshold_uncertainty_score":0.03087223,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08469387105961321,"score_gpt":0.3842749150137032,"score_spread":0.29958104395409,"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."}}