{"id":"W2108555579","doi":"10.1371/journal.pmed.1001718","title":"Mortality in Patients with HIV-1 Infection Starting Antiretroviral Therapy in South Africa, Europe, or North America: A Collaborative Analysis of Prospective Studies","year":2014,"lang":"en","type":"article","venue":"PLoS Medicine","topic":"HIV/AIDS Research and Interventions","field":"Medicine","cited_by":151,"is_retracted":false,"has_abstract":true,"ca_institutions":"AIDS Vancouver; University of Calgary; Simon Fraser University","funders":"National Institute of Allergy and Infectious Diseases; National Institute on Alcohol Abuse and Alcoholism; Instituto de Salud Carlos III; Medical Research Council; Center for AIDS Research, University of Washington; National Institutes of Health; U.S. Department of Veterans Affairs; Office of Research and Development; Schweizerischer Nationalfonds zur Förderung der Wissenschaftlichen Forschung; Institut National de la Santé et de la Recherche Médicale; Stichting HIV Monitoring; European Commission; Ministerio de Ciencia e Innovación; National Institute for Health and Care Research; Gilead Sciences; Center for AIDS Research, University of Alabama at Birmingham; Vanderbilt University; Styrelsen för Internationellt Utvecklingssamarbete; Michael Smith Health Research BC; ViiV Healthcare; GlaxoSmithKline; Bristol-Myers Squibb; South African Medical Research Council; Department for International Development; Pfizer; Canadian Institutes of Health Research; National Science Foundation","keywords":"Antiretroviral therapy; Human immunodeficiency virus (HIV); Medicine; Prospective cohort study; Intensive care medicine; Demography; Virology; Family medicine; Viral load; Internal medicine","routes":{"ca_aff":true,"ca_fund":true,"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":[0.01618466,0.0008362022,0.001967285,0.007733097,0.001120519,0.002402933,0.0008960718,0.0006359309,0.0006125607],"category_scores_gemma":[0.01996281,0.0005949484,0.004111042,0.007342757,0.0004506967,0.0007385982,0.002390372,0.0005392532,0.0001079519],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006616827,"about_ca_system_score_gemma":0.0015039,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00615536,"about_ca_topic_score_gemma":0.007529934,"domain_scores_codex":[0.9903672,0.004667341,0.001823727,0.00163836,0.001222721,0.0002806868],"domain_scores_gemma":[0.9791394,0.006349686,0.008674949,0.00269994,0.002078651,0.001057329],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.0004359345,0.00001094003,0.9914163,0.0002021056,0.004653543,0.00004966457,0.0002167497,0.00009586727,0.00009622063,0.00002573676,0.0001435826,0.002653421],"study_design_scores_gemma":[0.0001029916,0.0001197093,0.9938999,0.0002636177,0.003861952,0.0002705962,0.0005038093,0.0002867804,0.00008720082,0.00004725363,0.0005375987,0.00001869492],"study_design_candidate":"meta_analysis","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9767519,0.01901198,0.001114187,0.0001981089,0.00003300659,0.0002015505,0.002018247,0.00002111943,0.0006499],"genre_scores_gemma":[0.991955,0.004720846,0.00101095,0.00004686243,0.00003593434,0.0002242725,0.001923304,0.00001242612,0.00007043908],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01618466,"threshold_uncertainty_score":0.0855937,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04092576513728655,"score_gpt":0.3327528663875025,"score_spread":0.2918271012502159,"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."}}