{"id":"W2791230376","doi":"10.1093/inthealth/ihx061","title":"Patient-level benefits associated with decentralization of antiretroviral therapy services to primary health facilities in Malawi and Uganda","year":2017,"lang":"en","type":"article","venue":"International Health","topic":"HIV/AIDS Research and Interventions","field":"Medicine","cited_by":17,"is_retracted":false,"has_abstract":true,"ca_institutions":"Health Sciences Centre; University of Toronto; Sunnybrook Health Science Centre","funders":"Medical Research Council; Department for International Development; Department for International Development, UK Government","keywords":"Decentralization; Antiretroviral therapy; Medicine; Environmental health; Developing country; Human immunodeficiency virus (HIV); Health services; Primary health care; Economic growth; Population; Family medicine; Political science; Viral load","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":[0.001591589,0.0002615532,0.0003199253,0.0006511534,0.0008928882,0.001660032,0.0005170132,0.0005772581,0.003993822],"category_scores_gemma":[0.01011088,0.0002724462,0.0003840116,0.00147253,0.001135658,0.0009656524,0.003275452,0.001184719,0.0001270067],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002540522,"about_ca_system_score_gemma":0.001787567,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02316424,"about_ca_topic_score_gemma":0.04163644,"domain_scores_codex":[0.9962192,0.002069598,0.0002095285,0.0002298376,0.0002161993,0.001055724],"domain_scores_gemma":[0.992156,0.001324221,0.004191574,0.0002761016,0.0003985794,0.001653488],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000183593,0.0001110755,0.9924006,0.00005189109,0.00009225117,0.0001403912,0.0007573246,0.0002689663,0.00008854026,0.0001344187,0.0003129842,0.005457836],"study_design_scores_gemma":[0.00001588968,0.0001023505,0.9982169,0.00003282975,0.00001999848,0.0001305355,0.0009736114,0.0001807609,0.00002501196,0.00005426097,0.00024331,0.000004457267],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9982962,0.0002684389,0.00005221773,0.0005704405,0.000005241398,0.00002432104,0.0002954124,0.000002434944,0.0004853324],"genre_scores_gemma":[0.999691,0.0000676273,0.00003736712,0.00006855184,0.000006748946,0.00001104691,0.00006074724,5.76404e-7,0.00005641481],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02316424,"threshold_uncertainty_score":0.04605883,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04824710710983755,"score_gpt":0.365701341906786,"score_spread":0.3174542347969485,"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."}}