{"id":"W4408342407","doi":"10.1093/aje/kwaf051","title":"Social inequalities in COVID-19 death by area-level income in 11.2 million people in Ontario, Canada: patterns over time and the mediating role of vaccination","year":2025,"lang":"en","type":"article","venue":"American Journal of Epidemiology","topic":"COVID-19 epidemiological studies","field":"Mathematics","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Health Sciences Centre; Sunnybrook Health Science Centre; University of British Columbia; Public Health Ontario; BC Centre for Disease Control; Hospital for Sick Children; University Health Network; University of Toronto; Institute of Population and Public Health; St. Michael's Hospital","funders":"Canadian Institutes of Health Research; Canada Research Chairs","keywords":"Demography; Medicine; Economic inequality; Vaccination; Hazard ratio; Population; Inequality; Confidence interval; Environmental health; Immunology; Sociology; Internal medicine","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"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":[0.001162779,0.0004074294,0.0005119938,0.00108457,0.002051354,0.0009814239,0.001365871,0.0004451639,0.001912146],"category_scores_gemma":[0.00291455,0.0004072337,0.0009632867,0.003193119,0.000770044,0.0005012385,0.001378586,0.0006729904,0.0001672008],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02577011,"about_ca_system_score_gemma":0.02889239,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.996168,"about_ca_topic_score_gemma":0.9974496,"domain_scores_codex":[0.9989166,0.0001083807,0.0000783332,0.0002289907,0.0002202237,0.0004475347],"domain_scores_gemma":[0.9981218,0.0001618916,0.0005976532,0.0001166755,0.0006243751,0.0003776572],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005997183,0.00001762348,0.9957379,0.0000453098,0.00006962516,0.0000305693,0.0006253176,0.0001173486,0.00006649016,0.0001125339,0.0009916462,0.002125607],"study_design_scores_gemma":[0.000007479633,0.000008580285,0.9986066,0.00004061326,0.00003208701,0.00001292325,0.0004023509,0.0002478124,0.00002137349,0.0000363383,0.0005773646,0.000006426833],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9812624,0.001746576,0.0003677546,0.0008706723,0.00002005006,0.00007326082,0.01333852,0.00001713915,0.002303764],"genre_scores_gemma":[0.9945268,0.0005791525,0.0002607863,0.0001421268,0.000009839533,0.00004909807,0.003250111,0.000005461988,0.001176546],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02577011,"threshold_uncertainty_score":0.1869761,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1114426416796283,"score_gpt":0.3903150206504291,"score_spread":0.2788723789708007,"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."}}