{"id":"W1976380667","doi":"10.1097/qai.0b013e3181f9c1f0","title":"Expanded Highly Active Antiretroviral Therapy Coverage Among HIV-Positive Drug Users to Improve Individual and Public Health Outcomes","year":2010,"lang":"en","type":"article","venue":"JAIDS Journal of Acquired Immune Deficiency Syndromes","topic":"HIV/AIDS Research and Interventions","field":"Medicine","cited_by":65,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia; Providence Health Care; Canadian Institutes of Health Research; AIDS Vancouver; Ministry of Health","funders":"National Institute on Drug Abuse; Canadian Institutes of Health Research","keywords":"Medicine; Transmission (telecommunications); Treatment as prevention; Public health; Pandemic; Viral load; Disease; Drug; Antiretroviral therapy; Immunology; Human immunodeficiency virus (HIV); Intensive care medicine; Family medicine; Psychiatry; Internal medicine; Infectious disease (medical specialty); Coronavirus disease 2019 (COVID-19); Nursing","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00193254,0.0003616451,0.001070685,0.001381919,0.0003870663,0.0002749492,0.0005090346,0.000135202,0.0001348645],"category_scores_gemma":[0.001224912,0.0002673097,0.0005390391,0.0008667051,0.000438632,0.001196379,0.0001856565,0.0006379071,0.0000347243],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001592538,"about_ca_system_score_gemma":0.0006164765,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002977711,"about_ca_topic_score_gemma":0.00002943433,"domain_scores_codex":[0.9961153,0.0002846631,0.001140911,0.0003903133,0.001130866,0.0009379653],"domain_scores_gemma":[0.997199,0.0003170027,0.0006703187,0.0004469445,0.0005558064,0.0008109239],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001279633,0.00281233,0.5601732,0.000170408,0.001889989,0.0004581357,0.01675555,0.000002295543,0.1330895,0.000532419,0.008881847,0.2739547],"study_design_scores_gemma":[0.005094608,0.01548528,0.9654124,0.0002693495,0.00006781084,0.0006540381,0.004646109,0.00004133986,0.007465811,0.00009855966,0.000439791,0.0003248951],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9915046,0.0009595195,0.0003567412,0.005395106,0.0005086138,0.0007402029,0.0001389716,0.00005317077,0.0003430778],"genre_scores_gemma":[0.9957924,0.0004868496,0.0006114244,0.0002931389,0.00007984897,0.00002110743,0.000034242,0.00005517177,0.002625799],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4052392,"threshold_uncertainty_score":0.9999779,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02190980232569936,"score_gpt":0.3132724617303665,"score_spread":0.2913626594046672,"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."}}