{"id":"W2803180787","doi":"10.1111/hiv.12607","title":"Prospective plasma efavirenz concentration assessment in Chinese HIV‐infected adults enrolled in a large multicentre study","year":2018,"lang":"en","type":"article","venue":"HIV Medicine","topic":"HIV/AIDS drug development and treatment","field":"Medicine","cited_by":22,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University Health Centre","funders":"Fogarty International Center; U.S. Food and Drug Administration; Chinese Academy of Medical Sciences","keywords":"Efavirenz; Medicine; Interquartile range; Prospective cohort study; Dosing; Internal medicine; Gastroenterology; Confidence interval; Pharmacokinetics; Therapeutic drug monitoring; Antiretroviral therapy; Human immunodeficiency virus (HIV); Viral load; Virology","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0005267267,0.0003812035,0.0008185108,0.0003416117,0.00008085063,0.0000106351,0.00009203161,0.0001059458,0.0007681745],"category_scores_gemma":[0.0003724201,0.000259849,0.00004881525,0.0009258438,0.0001095992,0.0001226001,0.00005194477,0.0003693845,0.000185016],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006136698,"about_ca_system_score_gemma":0.0002490484,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001225638,"about_ca_topic_score_gemma":0.003478787,"domain_scores_codex":[0.99734,0.0001720669,0.0007378819,0.0006037235,0.0006151267,0.0005312206],"domain_scores_gemma":[0.9989421,0.0001549339,0.0001599462,0.0003306066,0.0002044084,0.0002079512],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00188196,0.004048906,0.9601693,0.00004549399,0.0001347339,0.000534017,0.03131581,0.000001260799,0.0002884195,0.00004137972,0.0009172541,0.0006214876],"study_design_scores_gemma":[0.08562987,0.001174417,0.8997968,0.0007195794,0.0001154804,0.0000152972,0.005537245,0.006285769,0.0001321639,0.00001439128,0.0003732997,0.000205712],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.985676,0.00007555298,0.00004277278,0.003522721,0.0002476752,0.004008279,0.000009696286,0.00009719056,0.006320135],"genre_scores_gemma":[0.9950596,0.00003262796,0.0003859319,0.0001603336,0.0003393615,0.0002558986,0.000261155,0.00003185503,0.003473223],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08374792,"threshold_uncertainty_score":0.9999854,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006614475736459234,"score_gpt":0.3014390435329665,"score_spread":0.2948245677965073,"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."}}