{"id":"W2981096601","doi":"10.1097/qad.0000000000002399","title":"All-cause mortality after antiretroviral therapy initiation in HIV-positive women from Europe, Sub-Saharan Africa and the Americas","year":2019,"lang":"en","type":"article","venue":"AIDS","topic":"HIV/AIDS Research and Interventions","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Institute of Allergy and Infectious Diseases; National Cancer Institute; National Institute on Drug Abuse; National Heart, Lung, and Blood Institute; Canadian Institutes of Health Research; Health Resources and Services Administration; University of Cape Town; Government of Alberta; European Commission; University of Bern; Agency for Healthcare Research and Quality; National Institutes of Health; Augustinus Fonden; Styrelsen för Internationellt Utvecklingssamarbete","keywords":"Demography; Poisson regression; Latin Americans; Mortality rate; Antiretroviral therapy; Medicine; Geography; Human immunodeficiency virus (HIV); Population; Viral load; Surgery; Environmental health; 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":[0.001924094,0.0004598136,0.0007511406,0.001648079,0.0003592735,0.0007567314,0.0004564865,0.0003529541,0.0006867147],"category_scores_gemma":[0.002965294,0.0002292062,0.001307229,0.002345564,0.0002112382,0.0005573157,0.0007987102,0.0004276133,0.00012386],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004251263,"about_ca_system_score_gemma":0.0005139193,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0120888,"about_ca_topic_score_gemma":0.01464875,"domain_scores_codex":[0.9991469,0.0003214145,0.0001223753,0.0001755177,0.0001063936,0.0001274601],"domain_scores_gemma":[0.9990461,0.00020837,0.0004286311,0.00008740775,0.000145921,0.0000835454],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001389464,0.00001104446,0.9944403,0.00006371655,0.0007056587,0.0000664869,0.0001911113,0.0001056022,0.00004093292,0.00002754627,0.0003688096,0.003839898],"study_design_scores_gemma":[0.00001251138,0.00004842208,0.9976718,0.00007922275,0.0003407924,0.0001503229,0.0005544446,0.0001649472,0.00004437289,0.00006725054,0.0008601779,0.000005630508],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9906809,0.0046749,0.0002201443,0.0001555995,0.00003611475,0.00002983398,0.00322469,0.00001200483,0.0009658516],"genre_scores_gemma":[0.9957706,0.001611859,0.0001555147,0.0001101849,0.00003678498,0.00005624553,0.00208402,0.000004950307,0.000169833],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0120888,"threshold_uncertainty_score":0.02403688,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03068963630474628,"score_gpt":0.3206086989335202,"score_spread":0.2899190626287739,"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."}}