{"id":"W2979350209","doi":"10.1093/aje/kwz232","title":"Life-Expectancy Disparities Among Adults With HIV in the United States and Canada: The Impact of a Reduction in Drug- and Alcohol-Related Deaths Using the Lives Saved Simulation Model","year":2019,"lang":"en","type":"article","venue":"American Journal of Epidemiology","topic":"HIV/AIDS Research and Interventions","field":"Medicine","cited_by":41,"is_retracted":false,"has_abstract":true,"ca_institutions":"AIDS Vancouver; Simon Fraser University; McGill University Health Centre; University of Calgary","funders":"Eunice Kennedy Shriver National Institute of Child Health and Human Development; National Institute on Minority Health and Health Disparities; National Center for Advancing Translational Sciences; National Center for Research Resources; National Institute of Allergy and Infectious Diseases; National Institute on Drug Abuse; National Institute of Mental Health; National Institute on Alcohol Abuse and Alcoholism; National Eye Institute; National Institute on Aging; Center for AIDS Research, University of Washington; Centers for Disease Control and Prevention; University of North Carolina at Chapel Hill; Government of Alberta; Agency for Healthcare Research and Quality; National Institutes of Health; Gilead Sciences; National Cancer Institute; Kaiser Permanente; Case Western Reserve University; University of Washington; Johns Hopkins University; Vanderbilt University; Johns Hopkins Bloomberg School of Public Health; Health Resources and Services Administration; Canadian Institutes of Health Research; Center for AIDS Research, Johns Hopkins University","keywords":"Life expectancy; Human immunodeficiency virus (HIV); Medicine; Drug; Demography; Harm reduction; Environmental health; Gerontology; Psychiatry; Virology; Sociology; Population","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001376215,0.00008945518,0.0004108416,0.0001888623,0.00004858395,0.000004932871,0.00008260091,0.00002070531,0.000007567694],"category_scores_gemma":[0.001542342,0.00003713382,0.00005773094,0.0002979079,0.000579606,0.00008662995,0.00001674822,0.0003979269,4.922421e-8],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009283289,"about_ca_system_score_gemma":0.0003093628,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.5425589,"about_ca_topic_score_gemma":0.05598558,"domain_scores_codex":[0.9979713,0.001099913,0.0005226121,0.00009416462,0.0001086124,0.0002034126],"domain_scores_gemma":[0.9972118,0.001966167,0.0004738724,0.0001268085,0.0001327901,0.00008854471],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0006879279,0.00003748992,0.7808743,0.00001328177,0.0001251163,0.000005958375,0.005311977,0.2121437,0.00007586444,0.00004286525,0.0002366429,0.0004448792],"study_design_scores_gemma":[0.0007063581,0.001130657,0.4117446,0.0003088413,0.00003076815,0.0001157595,0.01994782,0.5657763,0.000002731333,0.0001999447,0.000002057202,0.00003412171],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9959202,0.0006511981,0.0004102661,0.002742445,0.000007454903,0.000229914,0.000006685741,0.000001190453,0.00003059062],"genre_scores_gemma":[0.999063,0.0006156889,0.0001430513,0.000117057,0.00001554304,0.000002919036,0.000007623979,0.000006520266,0.00002858344],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4865733,"threshold_uncertainty_score":0.9612402,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02879948990379272,"score_gpt":0.3498509107788049,"score_spread":0.3210514208750122,"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."}}