{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009600794,0.0005174675,0.0005410541,0.0005787668,0.001110694,0.0008894684,0.001238787,0.0006913149,0.002994225],"category_scores_gemma":[0.004750053,0.0002221739,0.0009274061,0.0008130671,0.0004277456,0.0005082028,0.0008270245,0.0008376381,0.000130163],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01533436,"about_ca_system_score_gemma":0.02454305,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9538439,"about_ca_topic_score_gemma":0.9406574,"domain_scores_codex":[0.9996195,0.0001267121,0.00001302111,0.00005194559,0.00005980931,0.0001290701],"domain_scores_gemma":[0.9987184,0.0004556607,0.00009817082,0.00004561715,0.000461029,0.0002211269],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0004983587,0.0003036211,0.08697969,0.0001135899,0.0002515011,0.0001629413,0.0002047351,0.890048,0.0001607597,0.00514306,0.005919325,0.01021444],"study_design_scores_gemma":[0.0003248706,0.0001545831,0.02435698,0.00008192564,0.0001756176,0.00003557128,0.0004475362,0.9690225,0.0001837794,0.00255609,0.002609266,0.0000512503],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9760131,0.0005374715,0.004378738,0.002374652,0.00006588011,0.0001816519,0.005593058,0.0001111559,0.01074434],"genre_scores_gemma":[0.9935511,0.0003328695,0.002337485,0.0001978231,0.00001014492,0.00007853162,0.001891466,0.00001222602,0.001588269],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04615611,"threshold_uncertainty_score":0.1112591,"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."}}