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Article

Quality of Human Expert vs. Large Language Model Generated Multiple Choice Questions in the Field of Mechanical Ventilation

2025-03-20

Abstract excerpt

<h4>Background</h4> Mechanical ventilation (MV) is a critical competency in critical care training, yet standardized methods for assessing MV-related knowledge are lacking. Traditional multiple-choice question (MCQ) development is resource-intensive, and prior studies have suggested that generative AI tools could streamline question creation. However, the effectiveness and reliability of AI- generated MCQs remain...

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Literature Corpus work
b41c7f3f-609c-539f-b747-5b6d364e6c43
DOI
10.1101/2025.03.16.25324082
Open publication

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Quality of Human Expert vs. Large Language Model Generated Multiple Choice Questions in the Field of Mechanical VentilationDOI 10.1101/2025.03.16.25324082
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