{"id":"W2512635204","doi":"10.1093/ije/dyw180","title":"HIV treatment as prevention among people who inject drugs – a re-evaluation of the evidence","year":2016,"lang":"en","type":"article","venue":"International Journal of Epidemiology","topic":"HIV, Drug Use, Sexual Risk","field":"Medicine","cited_by":29,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Institute of Allergy and Infectious Diseases; National Institute on Drug Abuse; Medical Research Council; National Institutes of Health; National Institute for Health and Care Research; National Institute for Health Research Health Protection Research Unit; University of California, San Diego; Center for AIDS Research, University of Washington; Gilead Sciences","keywords":"Medicine; Incidence (geometry); Transmission (telecommunications); Population; Infectivity; Human immunodeficiency virus (HIV); Viral load; Demography; Treatment as prevention; Immunology; Environmental health; Antiretroviral therapy; Virus","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.005710487,0.0001323808,0.000539775,0.0002051423,0.00002871207,0.000003900597,0.000347867,0.0001090114,0.0004864348],"category_scores_gemma":[0.02263579,0.00006565374,0.0003174205,0.0001093262,0.0001592351,0.0002417903,0.00006691748,0.000150954,0.00003555101],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006704887,"about_ca_system_score_gemma":0.0005594667,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000163744,"about_ca_topic_score_gemma":0.0001308592,"domain_scores_codex":[0.9963009,0.001500825,0.001090363,0.0001874442,0.0007459872,0.0001744838],"domain_scores_gemma":[0.9936057,0.003109248,0.00146251,0.0002756368,0.001449402,0.00009746351],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0008699194,0.0002828728,0.8560067,0.00001327611,0.0007047763,0.00001147612,0.004742361,0.0002931235,0.00376999,0.0009785185,0.004889728,0.1274372],"study_design_scores_gemma":[0.004551416,0.001863041,0.9620916,0.002914836,0.0005828191,0.0004891371,0.002010769,0.001082923,0.005053586,0.01729712,0.00193409,0.0001286932],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.969537,0.0006268946,0.001344556,0.02626232,0.0008138938,0.000297423,0.000008226966,0.00000632619,0.001103397],"genre_scores_gemma":[0.9962586,0.0007694894,0.0004267117,0.0003607985,0.0004935821,0.00001497807,0.000003471409,0.00001194445,0.001660389],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1273085,"threshold_uncertainty_score":0.985597,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1671145792198347,"score_gpt":0.4715124127382927,"score_spread":0.3043978335184579,"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."}}