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Accuracy of ChatGPT responses on tracheotomy for patient education
by
Salvagno, Michele
, Khaldi, Amina
, Vaira, Luigi A.
, La Via, Luigi
, Taccone, Fabio S.
, Maniaci, Antonino
, Lechien, Jerome R.
, Machayekhi, Shahram
in
Head and Neck Surgery
/ Medicine
/ Medicine & Public Health
/ Neurosurgery
/ Otorhinolaryngology
/ Short Communication
2024
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Accuracy of ChatGPT responses on tracheotomy for patient education
by
Salvagno, Michele
, Khaldi, Amina
, Vaira, Luigi A.
, La Via, Luigi
, Taccone, Fabio S.
, Maniaci, Antonino
, Lechien, Jerome R.
, Machayekhi, Shahram
in
Head and Neck Surgery
/ Medicine
/ Medicine & Public Health
/ Neurosurgery
/ Otorhinolaryngology
/ Short Communication
2024
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Do you wish to request the book?
Accuracy of ChatGPT responses on tracheotomy for patient education
by
Salvagno, Michele
, Khaldi, Amina
, Vaira, Luigi A.
, La Via, Luigi
, Taccone, Fabio S.
, Maniaci, Antonino
, Lechien, Jerome R.
, Machayekhi, Shahram
in
Head and Neck Surgery
/ Medicine
/ Medicine & Public Health
/ Neurosurgery
/ Otorhinolaryngology
/ Short Communication
2024
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Accuracy of ChatGPT responses on tracheotomy for patient education
Journal Article
Accuracy of ChatGPT responses on tracheotomy for patient education
2024
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Overview
Objective
To investigate the accuracy of information provided by ChatGPT-4o to patients about tracheotomy.
Methods
Twenty common questions of patients about tracheotomy were presented to ChatGPT-4o twice (7-day intervals). The accuracy, clarity, relevance, completeness, referencing, and usefulness of responses were assessed by a board-certified otolaryngologist and a board-certified intensive care unit practitioner with the Quality Analysis of Medical Artificial Intelligence (QAMAI) tool. The interrater reliability and the stability of the ChatGPT-4o responses were evaluated with intraclass correlation coefficient (ICC) and Pearson correlation analysis.
Results
The total scores of QAMAI were 22.85 ± 4.75 for the intensive care practitioner and 21.45 ± 3.95 for the otolaryngologist, which consists of moderate-to-high accuracy. The otolaryngologist and the ICU practitioner reported high ICC (0.807; 95%CI: 0.655–0.911). The highest QAMAI scores have been found for clarity and completeness of explanations. The QAMAI scores for the accuracy of the information and the referencing were the lowest. The information related to the post-laryngectomy tracheostomy remains incomplete or erroneous. ChatGPT-4o did not provide references for their responses. The stability analysis reported high stability in regenerated questions.
Conclusion
The accuracy of ChatGPT-4o is moderate-to-high in providing information related to the tracheotomy. However, patients using ChatGPT-4o need to be cautious about the information related to tracheotomy care, steps, and the differences between temporary and permanent tracheotomies.
Publisher
Springer Berlin Heidelberg,Springer Nature B.V
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