{"id":"W2116758166","doi":"10.1177/135965350801302s07","title":"World Health Organization surveys to monitor HIV drug resistance prevention and associated factors in sentinel antiretroviral treatment sites","year":2008,"lang":"en","type":"article","venue":"Antiviral Therapy","topic":"HIV/AIDS drug development and treatment","field":"Medicine","cited_by":193,"is_retracted":false,"has_abstract":true,"ca_institutions":"Public Health Agency of Canada","funders":"","keywords":"HIV drug resistance; Regimen; Medicine; Antiretroviral therapy; Population; Public health; Human immunodeficiency virus (HIV); Environmental health; Viral load; Family medicine; Internal medicine; Pathology","routes":{"ca_aff":true,"ca_fund":false,"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":[0.009199786,0.000998051,0.0007984382,0.005446518,0.0006092303,0.0006712183,0.00108508,0.0007253969,0.003316039],"category_scores_gemma":[0.01445996,0.0006167846,0.0007979395,0.006051031,0.0002546505,0.00108885,0.001618772,0.0008981105,0.001651124],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00102484,"about_ca_system_score_gemma":0.00216862,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01424599,"about_ca_topic_score_gemma":0.009830112,"domain_scores_codex":[0.9899189,0.004663616,0.001671044,0.0006990191,0.002439854,0.0006075704],"domain_scores_gemma":[0.9817012,0.002108067,0.007223342,0.001234055,0.006578841,0.001154542],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002653215,0.0009613548,0.8203664,0.00132058,0.0005117727,0.0001522608,0.001393843,0.001228697,0.001012894,0.001347512,0.09306797,0.07837137],"study_design_scores_gemma":[0.0001550425,0.0005485726,0.9467334,0.0003100893,0.00007839081,0.0001950837,0.001278628,0.001021514,0.0005768659,0.0004896581,0.04856722,0.00004554804],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"dataset","genre_gemma":"empirical","genre_scores_codex":[0.3842188,0.003047805,0.02387036,0.001975773,0.0006150526,0.03899765,0.4814111,0.001233315,0.06463028],"genre_scores_gemma":[0.4842312,0.004748702,0.06828931,0.003035152,0.0005497861,0.08433712,0.3437141,0.0001651856,0.01092957],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01424599,"threshold_uncertainty_score":0.04865366,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02869020397661724,"score_gpt":0.2908339824513118,"score_spread":0.2621437784746945,"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."}}