{"id":"W2132736523","doi":"10.1093/jac/dkl386","title":"Explaining variability in the relationship between antiretroviral adherence and HIV mutation accumulation","year":2006,"lang":"en","type":"article","venue":"Journal of Antimicrobial Chemotherapy","topic":"HIV/AIDS Research and Interventions","field":"Medicine","cited_by":53,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"National Institute of Mental Health; National Institute on Alcohol Abuse and Alcoholism; National Institutes of Health","keywords":"Human immunodeficiency virus (HIV); Hazard ratio; Viral load; Psychological intervention; Antiretroviral therapy; Proportional hazards model; Mutation; Medicine; Internal medicine; Demography; Biology; Immunology; Genetics; Confidence interval; Psychiatry; Gene","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":[0.0428213,0.0008503401,0.002280524,0.002596121,0.0003498803,0.001891852,0.001280678,0.001787529,0.001653926],"category_scores_gemma":[0.2017828,0.0007844682,0.004501426,0.002469362,0.0005988582,0.001268621,0.0009885503,0.001035672,0.0001834323],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001295344,"about_ca_system_score_gemma":0.002181409,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004561865,"about_ca_topic_score_gemma":0.003781412,"domain_scores_codex":[0.9606379,0.03112746,0.003231726,0.002556475,0.002022098,0.0004242726],"domain_scores_gemma":[0.6377431,0.343814,0.01205586,0.004222267,0.001932979,0.0002317316],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003423422,0.0004499227,0.5142522,0.01371038,0.02361355,0.001194521,0.001272406,0.2834261,0.001623547,0.003734838,0.001595922,0.1517032],"study_design_scores_gemma":[0.002954843,0.006176814,0.3502332,0.004618239,0.02303695,0.00229183,0.001074693,0.5503353,0.005239467,0.04627929,0.00738349,0.0003759314],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8346835,0.04850891,0.1056289,0.00294927,0.0001379274,0.001184807,0.003159116,0.0003908957,0.003356706],"genre_scores_gemma":[0.9844114,0.003467048,0.01081047,0.0002139268,0.00004272376,0.0003059814,0.0005804665,0.00002101737,0.00014696],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0428213,"threshold_uncertainty_score":0.2264634,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05649363660659835,"score_gpt":0.3636482638385147,"score_spread":0.3071546272319164,"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."}}