{"id":"W3158270509","doi":"10.1136/bmjgh-2021-004959","title":"Higher risk of death from COVID-19 in low-income and non-White populations of São Paulo, Brazil","year":2021,"lang":"en","type":"article","venue":"BMJ Global Health","topic":"COVID-19 epidemiological studies","field":"Mathematics","cited_by":95,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Medical Research Council; Conselho Nacional de Desenvolvimento Científico e Tecnológico; Fundação de Amparo à Pesquisa do Estado de São Paulo; Social Sciences and Humanities Research Council of Canada; Coordenação de Aperfeiçoamento de Pessoal de Nível Superior; Wellcome Trust","keywords":"Socioeconomic status; Demography; Medicine; Disadvantaged; Public health; Coronavirus disease 2019 (COVID-19); Population; Gerontology; Environmental health; Disease; Internal medicine","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005141763,0.0002441218,0.0002883515,0.0008145541,0.0005076146,0.0006887534,0.0003555013,0.0002452694,0.001971897],"category_scores_gemma":[0.002008241,0.0002185773,0.0004742689,0.0008396939,0.000400117,0.0003640521,0.0007340519,0.000339387,0.0001180675],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006404183,"about_ca_system_score_gemma":0.0007352364,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.08282387,"about_ca_topic_score_gemma":0.08299954,"domain_scores_codex":[0.9996568,0.00007529183,0.00003187322,0.0001145,0.00004663159,0.00007504431],"domain_scores_gemma":[0.9989918,0.0001427439,0.0005447483,0.00006463065,0.0001144109,0.0001416746],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001691381,0.000007448329,0.9969235,0.00005071354,0.00006230673,0.0000543493,0.0004144521,0.00002946512,0.000254712,0.0001402155,0.0001867957,0.001859103],"study_design_scores_gemma":[0.000003023835,0.00002096869,0.9983484,0.00007217861,0.00002559397,0.0001457271,0.0005464857,0.0001000361,0.00004369557,0.0001267071,0.0005628257,0.000004416182],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9936032,0.001356617,0.0003645075,0.0004841213,0.00001391918,0.00002663429,0.002253523,0.00001142182,0.001886001],"genre_scores_gemma":[0.9987902,0.0003877108,0.0001341696,0.00005192181,0.000006884254,0.00001401629,0.0004873897,0.000002783371,0.0001250058],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08282387,"threshold_uncertainty_score":0.1646836,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1900116574858881,"score_gpt":0.5017471409250135,"score_spread":0.3117354834391254,"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."}}