{"id":"W2017665958","doi":"10.1371/journal.pmed.0030004","title":"Cost-Effectiveness of Highly Active Antiretroviral Therapy in South Africa","year":2005,"lang":"en","type":"article","venue":"PLoS Medicine","topic":"HIV/AIDS Research and Interventions","field":"Medicine","cited_by":145,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; McGill University Health Centre","funders":"University of Cape Town; McGill University; Bristol-Myers Squibb","keywords":"Medicine; Confidence interval; Public health; Socioeconomic status; Antiretroviral therapy; Public sector; Pediatrics; Demography; Internal medicine; Viral load; Human immunodeficiency virus (HIV); Family medicine; Environmental health; Population","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0004909266,0.0001422759,0.0005166943,0.0004166657,0.00002898248,0.000002836011,0.0001205134,0.00007256821,0.0007627595],"category_scores_gemma":[0.0006904207,0.00009876511,0.0001027823,0.0004986979,0.0002483657,0.0001041365,0.00002771047,0.0003222593,0.00005782967],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001298975,"about_ca_system_score_gemma":0.00008802229,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007536971,"about_ca_topic_score_gemma":0.00001288269,"domain_scores_codex":[0.9984011,0.0002100463,0.0003360109,0.0002279681,0.0004953566,0.0003295243],"domain_scores_gemma":[0.9990309,0.0002547176,0.00007923332,0.0002665781,0.0001861628,0.0001823835],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.008633991,0.004455266,0.08094514,0.0009935159,0.0007582266,0.0001562103,0.022483,0.000007877379,0.5944411,0.0008288158,0.007366301,0.2789305],"study_design_scores_gemma":[0.04680307,0.07252248,0.3346029,0.01017504,0.0002675313,0.00003607556,0.005603597,0.003843617,0.5007043,0.0003625991,0.02450566,0.0005730867],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9726039,0.001222219,0.000220262,0.001300197,0.00003120055,0.001203958,0.00002674895,0.00003951127,0.02335203],"genre_scores_gemma":[0.9968843,0.0001744677,0.0001051398,0.00006298964,0.0002387575,0.0001022448,0.00003638358,0.00002072346,0.002374965],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2783574,"threshold_uncertainty_score":0.8351682,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08117984416775567,"score_gpt":0.3670524484533271,"score_spread":0.2858726042855715,"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."}}