{"id":"W2090844407","doi":"10.1080/09540120903431355","title":"HIV antiviral drug resistance: patient comprehension","year":2010,"lang":"en","type":"article","venue":"AIDS Care","topic":"HIV/AIDS Research and Interventions","field":"Medicine","cited_by":18,"is_retracted":false,"has_abstract":true,"ca_institutions":"Providence Health Care; University of British Columbia; St. Paul's Hospital; AIDS Vancouver; Simon Fraser University","funders":"Canadian Institutes of Health Research; Health Canada; Simon Fraser University; Gilead Sciences","keywords":"Medicine; HIV drug resistance; Logistic regression; Cohort; Population; Drug resistance; Family medicine; Medical prescription; Cohort study; Viral load; Internal medicine; Human immunodeficiency virus (HIV); Antiretroviral therapy; Environmental health; Pharmacology","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":[0.005124262,0.00030817,0.0006251608,0.0006870804,0.0004434137,0.001840536,0.000443524,0.001036299,0.01725598],"category_scores_gemma":[0.0489414,0.0001626841,0.0007855824,0.0005805859,0.0006728214,0.002473557,0.001625715,0.001149642,0.001273773],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007275885,"about_ca_system_score_gemma":0.0009834381,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001148162,"about_ca_topic_score_gemma":0.0006312035,"domain_scores_codex":[0.9944744,0.003971144,0.0002957814,0.0002128443,0.0007090305,0.0003368285],"domain_scores_gemma":[0.9792172,0.01551364,0.002660566,0.0003978409,0.001462666,0.0007481389],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004406837,0.000736875,0.615716,0.001653491,0.0002956056,0.0008702247,0.02324757,0.0006665785,0.0005693141,0.003599729,0.030292,0.321912],"study_design_scores_gemma":[0.0002184209,0.002826098,0.8227596,0.004061679,0.0009063842,0.009356881,0.04246843,0.006128252,0.001555941,0.01765276,0.09187943,0.0001861349],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8291733,0.01093432,0.004257867,0.05878378,0.0002075779,0.0004268008,0.002000659,0.0002807144,0.09393514],"genre_scores_gemma":[0.9916487,0.001849364,0.0007970749,0.003421354,0.0001038819,0.0001022432,0.0002896097,0.00001231722,0.001775489],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01725598,"threshold_uncertainty_score":0.05772704,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009246184735929773,"score_gpt":0.2941908448254678,"score_spread":0.284944660089538,"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."}}