{"id":"W3127470435","doi":"10.1097/ftd.0000000000000876","title":"Untimed Efavirenz Drug Levels After Switching From Brand to Generic Formulations: A Short Communication","year":2021,"lang":"en","type":"article","venue":"Therapeutic Drug Monitoring","topic":"HIV/AIDS drug development and treatment","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia; St. Paul's Hospital; AIDS Vancouver","funders":"","keywords":"Efavirenz; Emtricitabine; Medicine; Dosing; Human immunodeficiency virus (HIV); Pharmacology; Internal medicine; Viral load; Antiretroviral therapy; 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":[],"consensus_categories":[],"category_scores_codex":[0.0002203135,0.0002610039,0.0003622794,0.0001316528,0.000225768,0.00009181964,0.0001436663,0.00006019209,0.000184513],"category_scores_gemma":[0.00001666572,0.0002394286,0.0001148541,0.0003778973,0.00001669758,0.0001899529,0.0001220858,0.0002071041,0.0001522863],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002411578,"about_ca_system_score_gemma":0.0001257802,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006431424,"about_ca_topic_score_gemma":0.00006307634,"domain_scores_codex":[0.9984251,0.0001008456,0.0003932759,0.0003681284,0.0003772713,0.0003353787],"domain_scores_gemma":[0.9987839,0.0001754539,0.00005114011,0.0007029691,0.0001034133,0.0001831129],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003784005,0.0005903133,0.6134709,0.00007203443,0.001458267,0.0001663409,0.03742014,0.00009821258,0.05778473,0.00007942539,0.000288385,0.2881929],"study_design_scores_gemma":[0.002818015,0.00002266317,0.8034706,0.00106688,0.0007597767,0.000027275,0.002290973,0.0004789878,0.1731388,0.000858315,0.01438051,0.0006871857],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9887461,0.00475344,0.001215149,0.003408883,0.0003365772,0.000455984,0.00000989151,0.0001413615,0.0009326024],"genre_scores_gemma":[0.9765372,0.0001797507,0.01522577,0.0002835121,0.0003020653,0.0001790066,0.00006498244,0.0000544703,0.007173201],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2875057,"threshold_uncertainty_score":0.9763615,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03912168531065941,"score_gpt":0.3072488445579075,"score_spread":0.2681271592472481,"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."}}