{"id":"W2551018979","doi":"10.7448/ias.19.1.21106","title":"Marked sex differences in all‐cause mortality on antiretroviral therapy in low‐ and middle‐income countries: a systematic review and meta‐analysis","year":2016,"lang":"en","type":"review","venue":"Journal of the International AIDS Society","topic":"HIV/AIDS Research and Interventions","field":"Medicine","cited_by":64,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Institute of Allergy and Infectious Diseases; National Institutes of Health; World Health Organization","keywords":"Medicine; Antiretroviral therapy; Meta-analysis; Low and middle income countries; Human immunodeficiency virus (HIV); Demography; Environmental health; Developing country; Family medicine; Internal medicine; Viral load; Economic growth","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002923129,0.0003152837,0.003857039,0.0003648256,0.00004086506,0.00008506621,0.0005437239,0.0001445784,0.0003166127],"category_scores_gemma":[0.0005847248,0.0001376982,0.003279867,0.0004534687,0.000162008,0.0001657816,0.0001314252,0.0007109675,0.000003557073],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003412983,"about_ca_system_score_gemma":0.0001985581,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004652805,"about_ca_topic_score_gemma":0.00002813661,"domain_scores_codex":[0.9961808,0.000705127,0.001657189,0.0002473217,0.0009997092,0.0002099096],"domain_scores_gemma":[0.9974622,0.0006987485,0.001170204,0.000309477,0.0002371115,0.0001222565],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.00005126005,0.0003716671,0.006655398,0.5798311,0.4104976,0.00006186278,0.0002361589,1.14914e-7,5.908708e-7,0.0001637706,0.0007719785,0.001358582],"study_design_scores_gemma":[0.001411394,0.001532596,0.001783369,0.6968374,0.2923221,0.000268857,0.0001256076,0.00008068707,0.000001078454,0.0001481041,0.005152672,0.0003360704],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.002390102,0.995069,0.0000124122,0.001244279,0.0000501413,0.0009909223,0.0001430051,0.00000343605,0.00009670475],"genre_scores_gemma":[0.003258086,0.992139,0.00004037443,0.000435902,0.00005947108,0.00006505343,0.000006036806,0.00001621298,0.003979836],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.1181754,"threshold_uncertainty_score":0.5615168,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1210256773124518,"score_gpt":0.413595675511086,"score_spread":0.2925699981986342,"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."}}