{"id":"W2790875547","doi":"10.1371/journal.pmed.1002534","title":"HIV treatment eligibility expansion and timely antiretroviral treatment initiation following enrollment in HIV care: A metaregression analysis of programmatic data from 22 countries","year":2018,"lang":"en","type":"article","venue":"PLoS Medicine","topic":"HIV/AIDS Research and Interventions","field":"Medicine","cited_by":40,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Institute on Minority Health and Health Disparities; National Center for Research Resources; National Institute of Child Health and Human Development; National Institute of Allergy and Infectious Diseases; National Eye Institute; NIH Office of the Director; National Institute on Drug Abuse; National Cancer Institute; amfAR, The Foundation for AIDS Research; National Institute on Alcohol Abuse and Alcoholism; Canadian Institutes of Health Research; National Center for Advancing Translational Sciences; Health Resources and Services Administration; National Institute of Mental Health; Australian Government; Eunice Kennedy Shriver National Institute of Child Health and Human Development; Government of Alberta; World Health Organization; Agency for Healthcare Research and Quality; National Institutes of Health","keywords":"Medicine; Demography; Confidence interval; Epidemiology; Antiretroviral therapy; Incidence (geometry); Human immunodeficiency virus (HIV); Pediatrics; Family medicine; Internal medicine; Viral load","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":[0.03083387,0.002540275,0.008071358,0.006270131,0.000780585,0.003171615,0.002653441,0.002044376,0.002110415],"category_scores_gemma":[0.04311204,0.001726912,0.05317229,0.008171291,0.0007587456,0.001486842,0.002550149,0.00256042,0.0002620136],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001512417,"about_ca_system_score_gemma":0.00222102,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01231807,"about_ca_topic_score_gemma":0.0124766,"domain_scores_codex":[0.9715919,0.01964225,0.003576407,0.003150887,0.001213054,0.0008255356],"domain_scores_gemma":[0.9612139,0.02817382,0.004787115,0.003697982,0.001643914,0.0004831934],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"meta_analysis","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.002535406,0.0000510904,0.08657438,0.008643697,0.8938974,0.0001839764,0.0001004591,0.00254255,0.0001644775,0.0001570111,0.0005401981,0.004609284],"study_design_scores_gemma":[0.0005923,0.0002633808,0.04182037,0.001883396,0.9512857,0.0001526832,0.0001056824,0.002123342,0.0001693942,0.000386908,0.001177424,0.00003932786],"study_design_candidate":"meta_analysis","study_design_consensus":"meta_analysis","genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.3583888,0.615411,0.01267383,0.00213427,0.0006090909,0.0006460979,0.008228059,0.0003443207,0.001564417],"genre_scores_gemma":[0.9647377,0.02716451,0.004169479,0.0007407696,0.000111793,0.0005109641,0.002266781,0.00007962687,0.0002184463],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.03083387,"threshold_uncertainty_score":0.163067,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07246924467024887,"score_gpt":0.3964044018529208,"score_spread":0.323935157182672,"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."}}