{"id":"W2171108482","doi":"10.1016/s0140-6736(09)61671-8","title":"Directly observed antiretroviral therapy: a systematic review and meta-analysis of randomised clinical trials","year":2009,"lang":"en","type":"review","venue":"The Lancet","topic":"HIV/AIDS Research and Interventions","field":"Medicine","cited_by":105,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Ottawa","funders":"National Institute of Allergy and Infectious Diseases; Canadian Institutes of Health Research","keywords":"Medicine; Meta-analysis; Antiretroviral therapy; Population; Clinical trial; Relative risk; Internal medicine; MEDLINE; Human immunodeficiency virus (HIV); Randomized controlled trial; Physical therapy; Confidence interval; Family medicine; Viral load; Environmental health","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":["metaresearch","metaepi_broad"],"consensus_categories":["metaresearch","metaepi_broad"],"category_scores_codex":[0.03075093,0.0003829246,0.04129541,0.0002618469,0.00005098084,0.00004215676,0.0005336892,0.0001820135,0.0008621575],"category_scores_gemma":[0.0137406,0.0001485236,0.01576437,0.001062139,0.000147683,0.00003566209,0.00005367789,0.0005925099,0.00002605664],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002129317,"about_ca_system_score_gemma":0.0001467341,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002247951,"about_ca_topic_score_gemma":0.00000610801,"domain_scores_codex":[0.9810423,0.01383827,0.003993367,0.000361774,0.000470656,0.0002936758],"domain_scores_gemma":[0.9908516,0.005113873,0.002038807,0.001660312,0.0001756376,0.0001597871],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.0002346903,0.0001071431,0.000001254067,0.5663555,0.370386,0.000005930895,0.000007996453,4.837539e-9,2.738092e-7,0.00002861998,0.01647972,0.04639281],"study_design_scores_gemma":[0.003497614,0.0007490198,0.000003471349,0.06146353,0.8519481,0.00000967025,0.00000243144,0.00001029652,1.981911e-7,0.000008805957,0.08219473,0.0001120916],"study_design_candidate":"meta_analysis","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00000199779,0.9897129,0.00001735115,0.001005346,0.00001314052,0.007996697,0.0003657239,0.00002782339,0.0008590405],"genre_scores_gemma":[0.000007070499,0.9901444,0.00007216909,0.0007199458,0.0001741764,0.0006113405,0.0001690192,0.00002432421,0.008077547],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.504892,"threshold_uncertainty_score":0.9980459,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.5870685437767957,"score_gpt":0.5460394712134847,"score_spread":0.04102907256331101,"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."}}