{"id":"W2786263881","doi":"10.1093/cid/cix915","title":"Global Trends in CD4 Cell Count at the Start of Antiretroviral Therapy: Collaborative Study of Treatment Programs","year":2017,"lang":"en","type":"article","venue":"Clinical Infectious Diseases","topic":"HIV/AIDS Research and Interventions","field":"Medicine","cited_by":122,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Center for Advancing Translational Sciences; National Institute of Child Health and Human Development; National Institute of Allergy and Infectious Diseases; National Eye Institute; National Institute on Drug Abuse; National Institute of Mental Health; National Institute on Aging; Medical Research Council; Canadian Institutes of Health Research; MSD Italia; School of Public Health and Family Medicine, University of Cape Town; Health Resources and Services Administration; National Center for Research Resources; National and Kapodistrian University of Athens; Centers for Disease Control and Prevention; National Institutes of Health; Robert Koch Institut; Gilead Sciences; International AIDS Society; Rheinische Friedrich-Wilhelms-Universität Bonn; University of Cape Town; Fundação Oswaldo Cruz; Cilag; Université de Bordeaux; University of Bern; Universität Wien; Public Health England; Great Ormond Street Institute of Child Health; Center for AIDS Research, University of Washington; Universiteit van Amsterdam; Vanderbilt University; Medizinische Universität Wien; Karolinska Institutet; Institut National de la Santé et de la Recherche Médicale; National Institute on Alcohol Abuse and Alcoholism; School of Medicine, Indiana University; University of New South Wales; Stichting HIV Monitoring; Koch Institute for Integrative Cancer Research, Massachusetts Institute of Technology; Università Degli Studi di Modena e Reggio Emila; Vanderbilt University Medical Center; University of Washington; Università degli Studi di Milano; Sirtex Medical; National Cancer Institute; University College London; University of Sydney; ViiV Healthcare; Rigshospitalet; Johns Hopkins University; Universitat de Barcelona; Instituto de Salud Carlos III; Ohio State University; Johns Hopkins Bloomberg School of Public Health; Bristol-Myers Squibb; NSW Ministry of Health; Brown University; National Institute on Minority Health and Health Disparities; European Commission; Eunice Kennedy Shriver National Institute of Child Health and Human Development; GlaxoSmithKline","keywords":"Cart; Medicine; Antiretroviral therapy; Epidemiology; Confidence interval; High income countries; Human immunodeficiency virus (HIV); Observational study; Immunology; Demography; Internal medicine; Young adult; Developing country; Viral load; Biology","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002649534,0.000141608,0.0005234196,0.00006667851,0.0001754262,0.00003569395,0.0001614721,0.00005869773,0.0002465761],"category_scores_gemma":[0.000372306,0.0000822537,0.000352026,0.0002716482,0.0006322262,0.0000741366,0.00009366273,0.00009673779,0.000009764296],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002103307,"about_ca_system_score_gemma":0.0002392852,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001685197,"about_ca_topic_score_gemma":0.006436965,"domain_scores_codex":[0.9983401,0.0003222869,0.0005953917,0.0002568721,0.0002701228,0.0002151973],"domain_scores_gemma":[0.9984185,0.0001613287,0.0003159935,0.0006784492,0.0002460259,0.0001797661],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006749724,0.01854533,0.893175,0.00002132977,0.0002636055,0.00002085711,0.0001790009,0.000002227582,0.0000152308,0.00001474786,0.002231079,0.08485661],"study_design_scores_gemma":[0.007714562,0.08235763,0.9076136,0.00005891525,0.0001478406,7.224153e-7,0.0006590089,0.00006189651,0.0000527271,0.00003750054,0.001230024,0.00006550697],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9921702,0.0006171602,0.000001516017,0.0001307998,0.00007581761,0.0009528553,0.0002739446,0.00001926629,0.005758483],"genre_scores_gemma":[0.996847,0.0004066295,0.0000016553,0.00001895054,0.0000694756,0.000120039,0.00004691524,0.000009219028,0.002480075],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08479111,"threshold_uncertainty_score":0.3591978,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07534778887669343,"score_gpt":0.453541293416678,"score_spread":0.3781935045399846,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). 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