{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003453007,0.0001059443,0.0002322802,0.00009895662,0.00002852246,0.00004222203,0.00007912403,0.00003848281,0.0006035586],"category_scores_gemma":[0.0001151722,0.00006832065,0.00006664184,0.0002839452,0.000166586,0.0001788127,0.0000500929,0.0002322973,0.0002219189],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004541614,"about_ca_system_score_gemma":0.00003371297,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004387087,"about_ca_topic_score_gemma":0.00001220428,"domain_scores_codex":[0.9987854,0.0002975619,0.0002047966,0.0002155841,0.0002348209,0.0002618248],"domain_scores_gemma":[0.9993904,0.0001325063,0.00004386073,0.0002664553,0.00007068404,0.0000960907],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003195122,0.000414024,0.9502003,0.00002573893,0.0008400124,0.000129483,0.005737825,3.582494e-7,0.01170941,0.0003026735,0.004621996,0.02282308],"study_design_scores_gemma":[0.005158984,0.002824756,0.9845761,0.000092849,0.0000507677,0.000003918864,0.0003351787,0.0003829293,0.001108712,0.0002174164,0.005132885,0.0001154674],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9907686,0.001098769,0.00005950228,0.000494472,0.00002512376,0.0004754559,0.00007726727,0.00001831643,0.006982477],"genre_scores_gemma":[0.9956558,0.001854328,0.00004106588,0.0005107393,0.00005920065,0.0000867061,0.00006572596,0.00001535148,0.001711092],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03437586,"threshold_uncertainty_score":0.6608543,"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."}}