{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001461496,0.00007769252,0.0001740708,0.0001216855,0.00001293295,0.00001244599,0.00004092759,0.00004806985,0.0008013566],"category_scores_gemma":[0.0001171294,0.00006540082,0.00009066628,0.0003072969,0.00001838689,0.0001266536,0.00002652115,0.00008635436,0.0002075095],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002886397,"about_ca_system_score_gemma":0.00008612073,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004438381,"about_ca_topic_score_gemma":0.002222044,"domain_scores_codex":[0.999131,0.0000669142,0.0002377058,0.0001723,0.000157631,0.0002344369],"domain_scores_gemma":[0.9996492,0.00002509142,0.00002335179,0.000197125,0.00003173772,0.00007345824],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00009873149,0.0003637189,0.9850916,0.00003786022,0.00002582816,0.00007286227,0.0002562556,0.000001513615,0.00004406839,0.0004300931,0.00004588485,0.01353164],"study_design_scores_gemma":[0.002282345,0.003393803,0.9916707,0.0002752245,0.00001148829,0.00000350859,0.0001642289,0.001822818,0.00004627821,0.0001442796,0.0001285142,0.00005676755],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9734702,0.00009393732,0.00006741933,0.00009604241,0.00003487635,0.0003378003,0.00005481769,0.00001539061,0.02582948],"genre_scores_gemma":[0.9978145,0.00002118274,0.0003104466,0.00005708039,0.00003866329,0.00006631667,0.00005110183,0.000005470048,0.001635226],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02434427,"threshold_uncertainty_score":0.8774293,"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."}}