Performance of ChatGPT on Factual Knowledge Questions Regarding Clinical Pharmacy.

ChatGPT is a language model that was trained on a large dataset including medical literature. Several studies have described the performance of ChatGPT on medical exams. In this study, we examine its performance in answering factual knowledge questions regarding clinical pharmacy. Questions were obtained from a Dutch application that features multiple-choice questions to maintain a basic knowledge level for clinical pharmacists. In total, 264 clinical pharmacy-related questions were presented to ChatGPT and responses were evaluated for accuracy, concordance, quality of the substantiation, and reproducibility. Accuracy was defined as the correctness of the answer, and results were compared to the overall score by pharmacists over 2022. Responses were marked concordant if no contradictions were present. The quality of the substantiation was graded by two independent pharmacists using a 4-point scale. Reproducibility was established by presenting questions multiple times and on various days. ChatGPT yielded accurate responses for 79% of the questions, surpassing pharmacists' accuracy of 66%. Concordance was 95%, and the quality of the substantiation was deemed good or excellent for 73% of the questions. Reproducibility was consistently high, both within day and between days (>92%), as well as across different users. ChatGPT demonstrated a higher accuracy and reproducibility to factual knowledge questions related to clinical pharmacy practice than pharmacists. Consequently, we posit that ChatGPT could serve as a valuable resource to pharmacists. We hope the technology will further improve, which may lead to enhanced future performance.

Novel Phenethylamines and Their Potential Interactions With Prescription Drugs: A Systematic Critical Review.

BACKGROUND: The novel phenethylamines 4-fluoroamphetamine (4-FA) and 2,5-dimethoxy-4-bromophenethylamine (2C-B) fall in the top 10 most used new psychoactive substances (NPSs) among high-risk substance users. Various phenethylamines and NPS are also highly used in populations with mental disorders, depression, or attention deficit hyperactivity disorder (ADHD). Moreover, NPS use is highly prevalent among men and women with risky sexual behavior. Considering these specific populations and their frequent concurrent use of drugs, such as antidepressants, ADHD medication, and antiretrovirals, reports on potential interactions between these drugs, and phenethylamines 4-FA and 2C-B, were reviewed. METHODS: The authors performed a systematic literature review on 4-FA and 2C-B interactions with antidepressants (citalopram, fluoxetine, fluvoxamine, paroxetine, sertraline, duloxetine, bupropion, venlafaxine, phenelzine, moclobemide, and tranylcypromine), ADHD medications (atomoxetine, dexamphetamine, methylphenidate, and modafinil), and antiretrovirals. RESULTS: Limited literature exists on the pharmacokinetics and drug-drug interactions of 2C-B and 4-FA. Only one case report indicated a possible interaction between 4-FA and ADHD medication. Although pharmacokinetic interactions between 4-FA and prescription drugs remain speculative, their pharmacodynamic points toward interactions between 4-FA and ADHD medication and antidepressants. The pharmacokinetic and pharmacodynamic profile of 2C-B also points toward such interactions, between 2C-B and prescription drugs such as antidepressants and ADHD medication. CONCLUSIONS: A drug-drug (phenethylamine-prescription drug) interaction potential is anticipated, mainly involving monoamine oxidases for 2C-B and 4-FA, with monoamine transporters being more specific to 4-FA.

Synthetic Cathinones and Their Potential Interactions with Prescription Drugs.

PURPOSE: Substance use disorder often coexists with other psychiatric disorders, resulting in the simultaneous use of recreational and prescription drugs. The authors aimed to identify potential pharmacokinetic and pharmacodynamic interactions between new psychoactive substances of the cathinone class and specific prescription drugs. METHODS: The authors performed a systematic literature review on interactions between synthetic cathinones (mephedrone, methylone, methylenedioxypyrovalerone, and alpha-pyrrolidinopentiophenone) and antidepressants (citalopram, fluoxetine, fluvoxamine, paroxetine, sertraline, and venlafaxine), attention deficit hyperactivity disorder (ADHD) medications (atomoxetine, dexamphetamine, methylphenidate, modafinil) or HIV medications. RESULTS: Although no pharmacokinetic interactions have been reported in previous literatures, such interactions are likely to occur. Metabolic pathways of cathinones, antidepressants, and ADHD medications have been shown to overlap, including metabolism via cytochrome P450 enzymes and their inhibition. Consistent with this finding, interactions of bupropion (a cathinone) with antidepressants and ADHD medications have been found to increase their serum concentrations and half-lives. Additionally, limited pharmacodynamic interactions have been reported. However, as cathinones, antidepressants, and ADHD medications have been reported to increase the extracellular monoamine concentration by affecting reuptake transporters, interactions among these compounds are likely. Presumably, even higher monoamine concentrations could be observed when cathinones are combined with prescription drugs with a similar mode of action, as has been reported in animals exposed to duloxetine and bupropion. HIV medications have a different mode of action; thus, they have been reported to be less likely to have pharmacodynamic interactions with cathinones. CONCLUSIONS: Clinicians should be aware of possible interactions between synthetic cathinones and prescription drugs, which may increase the risk of drug toxicity or reduce the therapeutic efficacy of the drugs. Qualitative drug screening for cathinones using mass spectrometry methods may aid the early detection of these agents.