{"id":"W2149606648","doi":"10.2174/187152611795589663","title":"HIV Treatment Adherence, Drug Resistance, Virologic Failure: Evolving Concepts","year":2011,"lang":"en","type":"review","venue":"Infectious Disorders - Drug Targets","topic":"HIV/AIDS Research and Interventions","field":"Medicine","cited_by":272,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"National Institute of Allergy and Infectious Diseases; National Institute of Mental Health; Agency for Healthcare Research and Quality","keywords":"Cart; Medicine; Intensive care medicine; Flexibility (engineering); Drug resistance; Antiretroviral therapy; Viral load; Human immunodeficiency virus (HIV); Immunology; Biology","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":[0.002283912,0.001251491,0.003373377,0.003571033,0.000460943,0.001979773,0.00141091,0.00189729,0.002612763],"category_scores_gemma":[0.003220886,0.00041305,0.0007810516,0.00499859,0.001810231,0.002853223,0.001060002,0.002940578,0.0009774691],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001744167,"about_ca_system_score_gemma":0.002868455,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003753436,"about_ca_topic_score_gemma":0.004409514,"domain_scores_codex":[0.9990278,0.0003151693,0.0001415635,0.0001001612,0.0003629026,0.00005240882],"domain_scores_gemma":[0.9980019,0.001309403,0.0002336019,0.00004281542,0.0003326307,0.0000795907],"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":[0.00003236132,0.00006291079,0.0002649116,0.01892237,0.000105777,0.0001035298,0.0001543528,0.0002101475,0.0001849405,0.003934857,0.01338083,0.9626431],"study_design_scores_gemma":[0.0000475961,0.0001924886,0.004447411,0.03992154,0.0003968189,0.002695983,0.0007323669,0.0003352112,0.0002539898,0.01541765,0.9354963,0.00006267962],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00003906033,0.9993411,0.0000457146,0.0002883821,0.00006080739,0.000002162369,0.000002807233,0.000002128472,0.0002178652],"genre_scores_gemma":[0.0003958669,0.9991474,0.0001002417,0.0001358263,0.0001093797,0.000004378419,0.000005221809,5.266115e-7,0.000101048],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.003753436,"threshold_uncertainty_score":0.01265484,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02674251766210493,"score_gpt":0.3424875507144229,"score_spread":0.315745033052318,"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."}}