{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002413718,0.0005416777,0.0005602751,0.0006976377,0.0009036973,0.0006361624,0.0004712919,0.0005201146,0.0008076379],"category_scores_gemma":[0.002467876,0.0003855338,0.0005661635,0.001382593,0.0004909863,0.000442919,0.00050664,0.000378028,0.0001766478],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007755469,"about_ca_system_score_gemma":0.001102923,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01061557,"about_ca_topic_score_gemma":0.0123298,"domain_scores_codex":[0.9989462,0.0004219431,0.0001162413,0.0002311242,0.0001611601,0.000123339],"domain_scores_gemma":[0.9981235,0.000237531,0.0007531173,0.0002717826,0.000273913,0.0003402733],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0007573845,0.00006056808,0.9967685,0.00002656317,0.0001233971,0.0000831903,0.0001460956,0.00004232101,0.0004828916,0.00001345577,0.00008576322,0.00140987],"study_design_scores_gemma":[0.00009419105,0.000337999,0.9989136,0.000005322447,0.00006288243,0.00008611246,0.0000985761,0.0001386698,0.0000929218,0.000008655777,0.0001550409,0.000006065316],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.999438,0.0001286502,0.00005773666,0.00001800807,0.000003093739,0.00004711236,0.0001770013,0.000002104638,0.0001283066],"genre_scores_gemma":[0.9992124,0.00005935049,0.0001643988,0.00005387765,0.00001190642,0.00005891389,0.0003587761,0.000001122499,0.00007919766],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01061557,"threshold_uncertainty_score":0.02110755,"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."}}