{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006694704,0.0002524492,0.0001570791,0.000399978,0.0002799517,0.0007710191,0.0003282436,0.0008225493,0.005522638],"category_scores_gemma":[0.003812997,0.0001123203,0.0001773179,0.0003263293,0.000263398,0.0005113101,0.0002444087,0.0004667631,0.0008422357],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005781386,"about_ca_system_score_gemma":0.0002728121,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001252914,"about_ca_topic_score_gemma":0.001948834,"domain_scores_codex":[0.9995313,0.00008383506,0.00006872671,0.00009537938,0.0001787213,0.00004207186],"domain_scores_gemma":[0.9969198,0.001789077,0.0005979843,0.00009685577,0.0004630718,0.0001332065],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.004764987,0.0004666962,0.3011497,0.001038889,0.0001315031,0.003085274,0.001684517,0.0002885581,0.01394567,0.0005809926,0.04094306,0.6319202],"study_design_scores_gemma":[0.0001486075,0.004616852,0.8783622,0.0004356773,0.0001651484,0.006974258,0.001471192,0.001372243,0.02525498,0.001311823,0.07979703,0.00008999262],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9405972,0.01403982,0.005360408,0.01123703,0.002548517,0.0001811767,0.004917655,0.0003777362,0.0207404],"genre_scores_gemma":[0.9684803,0.004561059,0.001807155,0.003179727,0.002249016,0.00007429491,0.001986387,0.00004130791,0.01762071],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005522638,"threshold_uncertainty_score":0.01847506,"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."}}