{"id":"W2626976864","doi":"10.1093/infdis/jix137","title":"Global HIV Antiretroviral Drug Resistance","year":2017,"lang":"en","type":"review","venue":"The Journal of Infectious Diseases","topic":"HIV/AIDS Research and Interventions","field":"Medicine","cited_by":28,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University","funders":"National Institute of Allergy and Infectious Diseases; Centers for Disease Control and Prevention; National Institutes of Health","keywords":"Antiretroviral drug; Drug resistance; Human immunodeficiency virus (HIV); HIV drug resistance; Virology; Drug; Medicine; Antiretroviral therapy; Intensive care medicine; Viral load; Pharmacology; Biology; Microbiology","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":[0.001084303,0.001110773,0.001998346,0.002988031,0.0002510927,0.001268407,0.0006896184,0.0009304917,0.01165305],"category_scores_gemma":[0.002268314,0.0003238524,0.001089189,0.002240744,0.0004789492,0.001219041,0.001174644,0.001717102,0.001498666],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007180178,"about_ca_system_score_gemma":0.002457513,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001728595,"about_ca_topic_score_gemma":0.004333927,"domain_scores_codex":[0.9994765,0.0001496479,0.0001101517,0.00006276588,0.0001475173,0.00005338374],"domain_scores_gemma":[0.9992119,0.0004026658,0.0001917638,0.00002246618,0.0001198841,0.00005138064],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00007216713,0.0000406586,0.0002976098,0.04891591,0.0004056826,0.00009621344,0.00006908265,0.0001314289,0.0002753386,0.001822481,0.03684025,0.9110332],"study_design_scores_gemma":[0.0001471181,0.0002049272,0.002696358,0.05696148,0.002782673,0.001461601,0.0001876739,0.0001345298,0.0003414729,0.002083099,0.9329637,0.0000353472],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00007176166,0.9983925,0.00003954452,0.0003015985,0.0001905132,0.00001107248,0.000043998,0.000005512034,0.0009434895],"genre_scores_gemma":[0.001197867,0.9976925,0.000115583,0.0005067316,0.0001600384,0.0000105526,0.00004868493,0.000001172097,0.0002669102],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01165305,"threshold_uncertainty_score":0.03898329,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03968419855484177,"score_gpt":0.4010870385940867,"score_spread":0.3614028400392449,"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."}}