{"id":"W4367624060","doi":"10.18332/popmed/165611","title":"Have public health responses to COVID-19 considered social inequalities in health? Insights from Brazil, Canada, France &amp; Mali","year":2023,"lang":"en","type":"article","venue":"Population Medicine","topic":"Global Public Health Policies and Epidemiology","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Coronavirus disease 2019 (COVID-19); Inequality; Public health; Social inequality; 2019-20 coronavirus outbreak; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Health equity; Geography; Political science; Economic growth; Socioeconomics; Sociology; Medicine; Virology; Economics; Outbreak","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.002466712,0.0002166217,0.0007345488,0.0007513212,0.0005610865,0.00004935745,0.0001991647,0.0001028811,0.0002999017],"category_scores_gemma":[0.009362502,0.0001972034,0.00003122866,0.001327297,0.00008364004,0.000307137,0.0001200735,0.0002084344,0.00008039638],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006739148,"about_ca_system_score_gemma":0.00116507,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9925516,"about_ca_topic_score_gemma":0.9558385,"domain_scores_codex":[0.9965302,0.0003935613,0.001310608,0.0004092241,0.0004873084,0.0008691522],"domain_scores_gemma":[0.9980823,0.0007035111,0.0005774209,0.0002469364,0.0001297467,0.0002600613],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00003492904,0.00001150187,0.1277042,0.0002969106,0.000007830015,0.000005733394,0.001486889,0.0004309053,0.000001442652,0.02658822,0.8426197,0.0008117811],"study_design_scores_gemma":[0.0005153749,0.00001091977,0.3914083,0.00004446628,0.000001334426,4.677518e-7,0.001540183,0.0007475042,9.284891e-9,0.004665934,0.6009635,0.0001020087],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.3319573,0.0002696632,0.0002187696,0.6660368,0.0006717086,0.0003816365,0.00004971584,0.0001434495,0.0002708634],"genre_scores_gemma":[0.5757659,0.0000295328,0.000042797,0.4213861,0.001360402,0.00003170297,0.0009975233,0.00001595943,0.0003700122],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.2637041,"threshold_uncertainty_score":0.9989821,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1965349481649269,"score_gpt":0.4124838627518325,"score_spread":0.2159489145869056,"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."}}