评估ChatGPT作为一个在药房实践中回答临床问题的工具
Faria Munir1, Anna Gehres2, David Wai3
1University of Illinois Chicago College of Pharmacy, Chicago, IL, USA.
Journal of pharmacy practice
|May 22, 2024
概括
像ChatGPT这样的生成人工智能 (AI) 工具在回答药房实践问题方面表现出有限的成功. 虽然人工智能对计算准确,但它与复杂的药物信息和患者病例扎,有时会提供不正确或伪造的反应.
科学领域:
- 药房实践 在药房实践中
- 医疗保健中的人工智能
- 临床决策支持 临床决策支持
背景情况:
- 人工智能 (AI) 工具对医疗保健专业人员 (包括药剂师) 的兴趣日益增长.
- 探索生成性AI语言模型,以协助日常药房任务和临床问题答案.
研究的目的:
- 评估ChatGPT作为一个工具来回答基于实践的临床药房问题的潜力.
- 确定在药房实践环境中实施生成AI的挑战.
主要方法:
- 聊天GPT (版本3.5) 提示了32个药房问题,分为五个类别:药物信息,增强药物信息,患者病例,计算和药物知识 (前200种药物).
- 对答案的适当性进行了评估,总共有44个可能的点.
主要成果:
- 聊天GPT在44分中获得了21分 (47.73%).
- 在药房计算 (100%),药物信息 (83%) 和前200名药物 (80%) 中观察到高分.
- 提高药物信息 (33%) 和患者病例问题 (20%) 的得分较低,有误导性或虚构的答案和引用.
结论:
- 目前像ChatGPT这样的生成人工智能模型在解决各种基于药房的查询方面表现出有限的有效性.
- 人工智能工具对计算等特定任务有前途,但对于复杂的临床场景和药物信息检索需要显著改进,以确保患者安全和实践完整性.
相关概念视频
Clinical Trials
6.7K
Clinical trials are prospective experimental studies conducted on humans to determine the safety and efficacy of treatments, drugs, diet methods, and medical devices. Using statistics in clinical trials enables researchers to derive reasonable and accurate conclusions from the collected data, allowing them to make wise decisions in uncertain situations. In medical research, statistical methods are crucial for preventing errors and bias.
There are four phases in a clinical trial. A phase one...
There are four phases in a clinical trial. A phase one...
6.7K
Analysis of Population Pharmacokinetic Data
252
Analysis of population pharmacokinetic data involves studying the behavior of drugs within diverse populations to understand their pharmacokinetic parameters. Traditional pharmacokinetic methods typically involve collecting samples from a few individuals and estimating these parameters. While these methods are commonly used, they have limitations in capturing the variability in drug response among individuals or heterogeneous populations. Population pharmacokinetics is employed to address these...
252
Fundamental Mathematical Principles in Pharmacokinetics: Calculus and Graphs
1.3K
The fundamental mathematical principles, such as calculus and graphs, play crucial roles in analyzing drug movement and determining pharmacokinetic parameters. Differential calculus examines rates of change and helps to determine the dissolution rate of drugs in biofluids, as well as how drug concentrations change over time. For instance, it can help calculate the rate of elimination of a drug from the body based on its concentration-time profile.
On the other hand, integral calculus focuses on...
On the other hand, integral calculus focuses on...
1.3K
Drug Administration and Therapy Phases: Overview
448
Drugs, the chemical agents used in diagnosing, treating, or preventing diseases, undergo a four-phase process of development: pharmaceutic, pharmacokinetics, pharmacodynamics, and therapeutic.
The pharmaceutical phase focuses on leveraging the physicochemical properties of the drug to design and manufacture an effective product. Variants include orally administered tablets or capsules, topical creams or ointments, and parenteral-delivery solutions or emulsions.
The pharmacokinetic phase...
The pharmaceutical phase focuses on leveraging the physicochemical properties of the drug to design and manufacture an effective product. Variants include orally administered tablets or capsules, topical creams or ointments, and parenteral-delivery solutions or emulsions.
The pharmacokinetic phase...
448
Clinical Trials: Overview
2.9K
Clinical development focuses on how the drug will interact with the human body and encompasses four key phases of clinical trials, each serving a specific purpose in assessing the safety and effectiveness of new drugs. These phases overlap and build upon one another. Phase I involves a small group of healthy volunteers (typically 20-80 individuals) or, in cases where significant toxicity is expected, patients with the targeted disease, such as cancer or AIDS. The volunteers are tested for...
2.9K
Methods of Documentation III: PIE
1.4K
Problem-intervention-evaluation (PIE) is a systematic approach to documentation used in healthcare settings for clinical decision-making and patient care planning. It is a structured approach to organizing patient data based on problems, interventions, and evaluations. Here's a breakdown of its key features and considerations:
1.4K


