{"id":"W2992123096","doi":"10.1097/qad.0000000000002358","title":"Global variations in mortality in adults after initiating antiretroviral treatment","year":2019,"lang":"en","type":"article","venue":"AIDS","topic":"HIV/AIDS Research and Interventions","field":"Medicine","cited_by":20,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Eunice Kennedy Shriver National Institute of Child Health and Human Development; National Center for Advancing Translational Sciences; National Institute on Minority Health and Health Disparities; National Center for Research Resources; National Institute of Child Health and Human Development; National Institute on Drug Abuse; National Eye Institute; National Institute on Aging; National Cancer Institute; amfAR, The Foundation for AIDS Research; National Institute on Alcohol Abuse and Alcoholism; Canadian Institutes of Health Research; University of New South Wales; NIH Office of the Director; National Institute of Mental Health; Australian Government; National Institutes of Health; National Institute of Allergy and Infectious Diseases; Medical Research Council","keywords":"Poisson regression; Demography; Medicine; Mortality rate; Epidemiology; Antiretroviral therapy; Rate ratio; Incidence (geometry); Confidence interval; Human immunodeficiency virus (HIV); Population; Environmental health; Internal medicine; Viral load; Immunology","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":[0.00569997,0.0004646119,0.0006667477,0.001678669,0.0001599174,0.0009382202,0.0005213065,0.0004184968,0.001133514],"category_scores_gemma":[0.0101229,0.000232161,0.002110255,0.003027851,0.0004586365,0.0007459956,0.00118653,0.0007623524,0.0002073814],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005376462,"about_ca_system_score_gemma":0.0003043639,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003965294,"about_ca_topic_score_gemma":0.003464204,"domain_scores_codex":[0.9973288,0.001338102,0.0003093137,0.0006365025,0.0002457518,0.0001414843],"domain_scores_gemma":[0.9949567,0.001774842,0.002240851,0.0005314788,0.0003707059,0.0001255485],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001734566,0.00001410007,0.9803993,0.0002271738,0.002956671,0.00005138626,0.0002004333,0.002891605,0.00007405778,0.0004139851,0.001190314,0.01140748],"study_design_scores_gemma":[0.00001905143,0.00009461382,0.9910719,0.0002179718,0.001082111,0.0001958794,0.0002277571,0.003387738,0.0001150757,0.001567163,0.002005355,0.00001532704],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9362867,0.03248489,0.009677557,0.003086433,0.0001950533,0.00008653382,0.01397313,0.0002035608,0.004006125],"genre_scores_gemma":[0.9934031,0.002510314,0.0007443175,0.0002786182,0.0000760262,0.00004816081,0.002805815,0.00001684674,0.0001167681],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00569997,"threshold_uncertainty_score":0.03014475,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02050345720259246,"score_gpt":0.3495951422928286,"score_spread":0.3290916850902362,"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."}}