{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002563138,0.0005385092,0.0004671864,0.0008345601,0.0008890511,0.002752446,0.0003988059,0.001250921,0.01415918],"category_scores_gemma":[0.003908213,0.0001429742,0.0006723086,0.001538414,0.0009452825,0.001683378,0.002173211,0.001876731,0.003298189],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001317738,"about_ca_system_score_gemma":0.004393729,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002681549,"about_ca_topic_score_gemma":0.00483975,"domain_scores_codex":[0.9982824,0.0007251269,0.000117691,0.0000691178,0.0005828474,0.0002228058],"domain_scores_gemma":[0.9983773,0.0002242673,0.0003489926,0.00006186839,0.0002913413,0.0006961634],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0003357749,0.0002309006,0.01013362,0.002119875,0.000367453,0.0004025244,0.0003899068,0.0005134859,0.0007247488,0.02624881,0.3009185,0.6576144],"study_design_scores_gemma":[0.00004771734,0.0003012799,0.01408372,0.002388443,0.0002238683,0.0007389673,0.0006483685,0.0001174157,0.0002258426,0.007873437,0.9733226,0.00002832432],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.01991219,0.629078,0.001026944,0.2686111,0.01328319,0.00004597685,0.001738942,0.0001362674,0.06616747],"genre_scores_gemma":[0.1880553,0.7007998,0.002936109,0.05695296,0.01444018,0.0001248335,0.002282674,0.00005815531,0.03435005],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01415918,"threshold_uncertainty_score":0.04736716,"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."}}