{"id":"W2955777027","doi":"10.1377/hlthaff.2018.05391","title":"Twenty Years Of Antiretroviral Therapy For People Living With HIV: Global Costs, Health Achievements, Economic Benefits","year":2019,"lang":"en","type":"article","venue":"Health Affairs","topic":"HIV/AIDS Research and Interventions","field":"Medicine","cited_by":119,"is_retracted":false,"has_abstract":true,"ca_institutions":"Wilfrid Laurier University; Centre for International Governance Innovation","funders":"","keywords":"Antiretroviral therapy; Medicine; Global health; Human immunodeficiency virus (HIV); Economic growth; Antiretroviral treatment; Developing country; Environmental health; Scale (ratio); Gerontology; Public health; Geography; Family medicine; Economics; Viral load; Nursing","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005928627,0.0001383849,0.0005163058,0.0001088261,0.0000878448,0.0000168393,0.0001308642,0.00004732135,0.0002885644],"category_scores_gemma":[0.0000356467,0.0001240651,0.0001615874,0.000160275,0.0000408963,0.0001132429,0.00003811024,0.0001401473,0.0001037724],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007059326,"about_ca_system_score_gemma":0.001196953,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00218039,"about_ca_topic_score_gemma":0.001541783,"domain_scores_codex":[0.9982451,0.00008518616,0.0004520353,0.0003106562,0.0002587783,0.0006483067],"domain_scores_gemma":[0.9988482,0.0000784009,0.0002424542,0.0003397418,0.00006646454,0.0004247602],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0008172698,0.0006009518,0.7410765,0.001154923,0.0001598276,7.753363e-7,0.0005448181,0.00002433004,0.00002021755,0.003662975,0.06082195,0.1911154],"study_design_scores_gemma":[0.0104489,0.06374824,0.8964012,0.003024224,0.00001822161,0.00002706806,0.005971163,0.001955742,0.00005885675,0.0000219335,0.01800138,0.0003231095],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9845505,0.002367112,0.0005416248,0.005898409,0.0001283629,0.002692105,0.0007572619,0.00005746361,0.003007196],"genre_scores_gemma":[0.9954516,0.001292289,0.00104686,0.0004511006,0.00008032844,0.00005653626,0.0001585196,0.00002815672,0.00143458],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1907923,"threshold_uncertainty_score":0.5059227,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0177190375268828,"score_gpt":0.3286113458085269,"score_spread":0.3108923082816441,"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."}}