{"id":"W2162879126","doi":"10.1093/cid/civ929","title":"Increased Prevalence of Controlled Viremia and Decreased Rates of HIV Drug Resistance Among HIV-Positive People Who Use Illicit Drugs During a Community-wide Treatment-as-Prevention Initiative","year":2015,"lang":"en","type":"article","venue":"Clinical Infectious Diseases","topic":"HIV/AIDS Research and Interventions","field":"Medicine","cited_by":36,"is_retracted":false,"has_abstract":true,"ca_institutions":"Simon Fraser University; AIDS Vancouver; St. Paul's Hospital; University of British Columbia","funders":"National Institute of Allergy and Infectious Diseases; National Institutes of Health; International AIDS Society; World Health Organization; University of British Columbia; Canadian Institutes of Health Research; Ministry of Health, British Columbia; Simon Fraser University; Providence Health Care; Gilead Sciences; ViiV Healthcare; GlaxoSmithKline; Pfizer; National Institute on Drug Abuse; Bristol-Myers Squibb","keywords":"Medicine; Viremia; Treatment as prevention; Human immunodeficiency virus (HIV); Drug resistance; Viral load; Drug; HIV drug resistance; Lentivirus; Antiretroviral therapy; Immunology; Intervention (counseling); Antiretroviral drug; Virology; Environmental health; Viral disease; Psychiatry","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":[0.000817306,0.0001817114,0.0001974957,0.0005097936,0.0002907532,0.0006506575,0.0004006645,0.0004405983,0.00115855],"category_scores_gemma":[0.003732671,0.0001953058,0.0004081114,0.0005353428,0.0002597908,0.0005521572,0.0005228861,0.0004827487,0.0001179686],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00040645,"about_ca_system_score_gemma":0.0005626415,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01226999,"about_ca_topic_score_gemma":0.01524305,"domain_scores_codex":[0.9996336,0.0001176385,0.00002596825,0.0000801112,0.00006560528,0.00007699223],"domain_scores_gemma":[0.9980884,0.0002256602,0.001140725,0.000112641,0.000161778,0.0002707615],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001048096,0.0000701017,0.9962931,0.00001135883,0.00003763394,0.00002764398,0.0001188129,0.00005238711,0.0001778208,0.00001869925,0.00008918286,0.002998372],"study_design_scores_gemma":[0.000003912653,0.00006410878,0.9994614,0.000004542896,0.00001998552,0.00005843799,0.00009134403,0.0001727841,0.00003838119,0.00001690069,0.00006622081,0.000001882385],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9990053,0.0001321959,0.0001388515,0.00009640204,0.00000333652,0.00001052725,0.000276355,0.0000131973,0.0003239747],"genre_scores_gemma":[0.9995408,0.00004973277,0.00009612002,0.00003011389,0.000004839982,0.000005083978,0.0001388033,0.00000162569,0.0001328435],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01226999,"threshold_uncertainty_score":0.02439713,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03997596086711732,"score_gpt":0.3747383795140734,"score_spread":0.3347624186469561,"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."}}