{"id":"W2108537986","doi":"10.1136/sextrans-2013-051184.0145","title":"O11.3 Using HCV Incidence Trends to Disentangle the Likely Impact of HIV Anti-Retroviral Treatment on Decreasing HIV Incidence Amongst Injecting Drug Users: A Modelling Analysis","year":2013,"lang":"en","type":"article","venue":"Sexually Transmitted Infections","topic":"HIV, Drug Use, Sexual Risk","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Incidence (geometry); Transmission (telecommunications); Epidemiology; Human immunodeficiency virus (HIV); Viral load; Demography; Immunology; Virology; Internal medicine","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0004231627,0.0006535207,0.001030268,0.001733943,0.0006849063,0.0001746292,0.000309964,0.0001766163,0.0002247676],"category_scores_gemma":[0.0001904233,0.0004738129,0.0007413521,0.005343311,0.0002182258,0.0006965176,0.0000575106,0.0005804434,0.00006466595],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001118949,"about_ca_system_score_gemma":0.0004198443,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02359934,"about_ca_topic_score_gemma":0.002551285,"domain_scores_codex":[0.9962016,0.0003387915,0.001016176,0.0008446658,0.0007525588,0.0008462306],"domain_scores_gemma":[0.9970008,0.0007020223,0.0003635471,0.001018899,0.0003710745,0.0005436954],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0001713656,0.001083996,0.5804972,0.00003215024,0.001885,0.00002280978,0.02138849,0.3766355,0.008280087,0.00002237775,0.00008682271,0.009894245],"study_design_scores_gemma":[0.002529915,0.003025959,0.3688161,0.000578284,0.00591523,0.000117067,0.01391528,0.6003994,0.00355083,0.00008593234,0.00005521633,0.001010773],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9499859,0.00007867648,0.04737984,0.0004974755,0.0001156234,0.0009289832,0.0000810052,0.0002434987,0.0006890399],"genre_scores_gemma":[0.9959827,0.00003608263,0.002945675,0.0001659927,0.0001789944,0.0001031721,0.0000949058,0.00009933913,0.000393119],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.223764,"threshold_uncertainty_score":0.9997714,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03727135882799141,"score_gpt":0.3383458619188948,"score_spread":0.3010745030909033,"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."}}