{"id":"W2087444854","doi":"10.1080/17441692.2012.736259","title":"The cost-effectiveness and budget impact of Vietnam's methadone maintenance treatment programme in HIV prevention and treatment among injection drug users","year":2012,"lang":"en","type":"article","venue":"Global Public Health","topic":"HIV, Drug Use, Sexual Risk","field":"Medicine","cited_by":33,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institute of Health Economics; University of Alberta","funders":"","keywords":"Medicine; Methadone maintenance; Methadone; Per capita; Incremental cost-effectiveness ratio; Buprenorphine; Cost effectiveness; Cost–benefit analysis; Human immunodeficiency virus (HIV); Environmental health; Quality-adjusted life year; Family medicine; Population; Psychiatry; Opioid; Risk analysis (engineering); Internal medicine","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":[0.00438916,0.0007343548,0.0006276581,0.0009377103,0.0002817484,0.001327308,0.0005517137,0.0005651467,0.002467496],"category_scores_gemma":[0.01155482,0.0004518655,0.001266721,0.0008696541,0.0004942677,0.001056388,0.0006961338,0.0008839412,0.00007570965],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008535941,"about_ca_system_score_gemma":0.005638993,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04864084,"about_ca_topic_score_gemma":0.03178367,"domain_scores_codex":[0.996812,0.002456755,0.00008337115,0.0001007681,0.0001970174,0.0003499567],"domain_scores_gemma":[0.9936249,0.004860694,0.0006169259,0.00007018372,0.0003989988,0.0004282521],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"observational","study_design_scores_codex":[0.003327031,0.0008368752,0.06533662,0.0009876008,0.00128345,0.0006388634,0.0002242525,0.8563818,0.0006296771,0.005878286,0.001224188,0.06325128],"study_design_scores_gemma":[0.00111124,0.004115964,0.1090681,0.0008352668,0.002042412,0.0004562073,0.001235085,0.8686127,0.001231783,0.007490036,0.003692679,0.0001085856],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9840231,0.003823217,0.003406288,0.001719563,0.00004917508,0.0004096871,0.001008893,0.00001909468,0.005541053],"genre_scores_gemma":[0.9969257,0.0008928055,0.001368188,0.00009587923,0.000009405609,0.0001031901,0.0002017343,0.000003694068,0.0003993991],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04864084,"threshold_uncertainty_score":0.09671545,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06030692588980957,"score_gpt":0.3959838262498985,"score_spread":0.335676900360089,"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."}}