{"id":"W4396830696","doi":"10.21203/rs.3.rs-4314004/v1","title":"The intersecting effects of race, wealth, and education on AIDS incidence, mortality, and case-fatality rate: a Brazilian cohort study of 28.3 million individuals","year":2024,"lang":"en","type":"preprint","venue":"Research Square","topic":"HIV/AIDS Research and Interventions","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Demography; Race (biology); Educational attainment; Medicine; Cohort; Case fatality rate; Inequality; Incidence (geometry); Cohort study; Psychological intervention; Mortality rate; Relative risk; Gerontology; Confidence interval; Population; Sociology; Gender studies; Political science; Internal medicine","routes":{"ca_aff":true,"ca_fund":false,"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":[0.002299882,0.0004002397,0.0005677982,0.0009374593,0.000723093,0.0007080147,0.0005170201,0.0004351525,0.001167669],"category_scores_gemma":[0.004015519,0.0006271887,0.00125428,0.001320821,0.0004191775,0.000459687,0.001054559,0.000526067,0.0001657076],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006858037,"about_ca_system_score_gemma":0.0009198696,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.06672093,"about_ca_topic_score_gemma":0.08683127,"domain_scores_codex":[0.9991416,0.000375285,0.00005626815,0.0001806946,0.000088127,0.0001581139],"domain_scores_gemma":[0.9982438,0.0004858178,0.0005069234,0.0004430586,0.0001640665,0.0001563094],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000578955,0.00002499595,0.9975753,0.00002181178,0.000181845,0.00005304578,0.000272716,0.00003592363,0.0000928429,0.00005946803,0.00008078571,0.001543321],"study_design_scores_gemma":[0.00001583707,0.0001018587,0.9972082,0.00005287215,0.0002537335,0.0002976829,0.0007279238,0.0004581779,0.00008392418,0.0001308696,0.0006585481,0.00001038948],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9974568,0.0007002651,0.0003278204,0.00008174325,0.00000386601,0.0000245983,0.0009291224,0.000004633384,0.0004709987],"genre_scores_gemma":[0.9986361,0.0004395419,0.0002778037,0.00002942291,0.000003703379,0.00002449887,0.0004409505,0.000002969738,0.0001449674],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06672093,"threshold_uncertainty_score":0.1326652,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05274344339461191,"score_gpt":0.4686565036855851,"score_spread":0.4159130602909732,"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."}}