{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000903439,0.0001214496,0.0002312408,0.0005413515,0.0003686011,0.0006496524,0.0002652485,0.0004486632,0.006067685],"category_scores_gemma":[0.002928061,0.0000447339,0.0002696076,0.0006145372,0.0001434882,0.0005403854,0.0009521786,0.000764154,0.0005000829],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00040277,"about_ca_system_score_gemma":0.001106138,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002986312,"about_ca_topic_score_gemma":0.004115861,"domain_scores_codex":[0.9995313,0.0001883244,0.00002860699,0.00002716399,0.0001148884,0.0001098286],"domain_scores_gemma":[0.9991242,0.0001137435,0.0002131863,0.00004192034,0.0001033742,0.0004035769],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0002531189,0.001051888,0.3192527,0.0005135145,0.0001681256,0.0002655059,0.0003490365,0.0005453599,0.0006475673,0.004558337,0.03777475,0.6346201],"study_design_scores_gemma":[0.00008540058,0.0006017556,0.9321068,0.000774904,0.0001514708,0.0004738904,0.0004563392,0.0008470202,0.000308301,0.002675468,0.06150331,0.00001540513],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.730138,0.053791,0.0039991,0.08618942,0.001920036,0.0006676601,0.007156396,0.0004416521,0.1156968],"genre_scores_gemma":[0.9758434,0.01132828,0.001324105,0.005023988,0.001027538,0.0001969885,0.001263904,0.00001274977,0.003979221],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006067685,"threshold_uncertainty_score":0.02029848,"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."}}