人工智能生成的MCQ用于博士前口腔和面放射学:可接受的效率与认知水平限制
Noha M Elkersh1, Nora Saif2,3, Wala Samir4
1Oral Medicine, Periodontology, Oral Diagnosis and Oral Radiology Department, Faculty of Dentistry, Alexandria University, Alexandria, Egypt.
概括
像ChatGPT-4o这样的大型语言模型可以为牙科教育创建多选题,但专家发现许多需要改进. 人工智能产生的问题往往测试基本回忆力,而不是更高层次的思维能力.
科学领域:
- 教育中的人工智能
- 牙科放射学课程开发课程开发
背景情况:
- 越来越多地使用大型语言模型 (LLM) 来生成教育评估.
- 在牙科环境中对人工智能生成的多选择题 (MCQ) 的教育有效性的理解有限.
研究的目的:
- 评价ChatGPT-4o在创建博士前口腔和大面部放射学MCQ方面的表现.
- 评估AI生成的MCQ的质量,认知深度和可用性.
主要方法:
- 聊天GPT-4o从课程材料中生成了100个MCQ.
- 专家口腔放射科医生审查了问题的质量,答案和解释.
- 人工智能检测工具和人类专家评估了来源识别准确性的子集.
主要成果:
- 43%的人工智能产生的问题和65%的答案被认为是可以使用的小编辑.
- 大多数问题评估知识回忆,有限的高级思维.
- 人类专家和人工智能工具都在努力将人工智能产生的问题与人类创造的问题可靠区分开来.
结论:
- 聊天GPT-4o可以生成牙科教育的MCQ,但需要改进.
- 目前AI产生的问题主要集中在知识回忆上.
- 需要进一步的研究来提高AI产生的牙科教育MCQ的质量和认知复杂性.
相关概念视频
Limiting Reactant
70.1K
The relative amounts of reactants and products represented in a balanced chemical equation are often referred to as stoichiometric amounts. However, in reality, the reactants are not always present in the stoichiometric amounts indicated by the balanced equation.
70.1K
Hypothesis: Accept or Fail to Reject?
29.6K
The outcome of any hypothesis testing leads to rejecting or not rejecting the null hypothesis. This decision is taken based on the analysis of the data, an appropriate test statistic, an appropriate confidence level, the critical values, and P-values. However, when the evidence suggests that the null hypothesis cannot be rejected, is it right to say, 'Accept' the null hypothesis?
There are two ways to indicate that the null hypothesis is not rejected. 'Accept' the null...
There are two ways to indicate that the null hypothesis is not rejected. 'Accept' the null...
29.6K
Cognitive Dissonance
37.5K
Social psychologists have documented that feeling good about ourselves and maintaining positive self-esteem is a powerful motivator of human behavior (Tavris & Aronson, 2008). In the United States, members of the predominant culture typically think very highly of themselves and view themselves as good people who are above average on many desirable traits (Ehrlinger, Gilovich, & Ross, 2005). Often, our behavior, attitudes, and beliefs are affected when we experience a threat to our...
37.5K
Radiological Investigation I: X-ray and CT
1.2K
Radiological investigations, including X-rays and computed tomography (CT) scans, are critical for diagnosing and evaluating various medical conditions. These imaging techniques provide valuable insights into the body's internal structures, aiding in the detection of abnormalities, assessment of disease progression, and development of treatment strategies. This article delves into two primary radiological investigations, chest X-rays and CT scans, outlining their purpose, procedures, and...
1.2K
The Number e as a Limit
95
The number e is a fundamental constant in calculus, playing a central role in describing continuous change, particularly exponential growth. It is most naturally defined through its relationship with the natural logarithm, which is the inverse of the exponential function with base e. This relationship allows e to be characterized using basic principles of differentiation rather than as an arbitrary numerical constant.A key property of the natural logarithm function, ln x, is that its derivative...
95
pre-mRNA Processing
57.6K
In eukaryotic cells, transcripts made by RNA polymerase are modified and processed before exiting the nucleus. Unprocessed RNA is called precursor mRNA or pre-mRNA to distinguish it from mature mRNA.
Once about 20-40 ribonucleotides have been joined together by RNA polymerase, a group of enzymes adds a “cap” to the 5’ end of the growing transcript. In this process, a 5’ phosphate is replaced by modified guanosine that has a methyl group attached to it (7-Methyl...
Once about 20-40 ribonucleotides have been joined together by RNA polymerase, a group of enzymes adds a “cap” to the 5’ end of the growing transcript. In this process, a 5’ phosphate is replaced by modified guanosine that has a methyl group attached to it (7-Methyl...
57.6K


