ChatGPT as a Postoperative Tool Following Lower Lid Blepharoplasty.
Abstract
[PURPOSE] This study aimed to assess the potential role of large language models in the postoperative management of lower lid blepharoplasty patients.
[METHODS] This study employed a cross-sectional design to evaluate the content validity of ChatGPT-4's responses to common postoperative concerns following lower lid blepharoplasty: bleeding, diplopia, dry eyes, pain, lower lid retraction, and bruising/hematoma/orbital hemorrhage. Twelve American Society of Ophthalmic Plastic and Reconstructive Surgery physicians graded the responses for clinical accuracy on a 5-point Likert scale and assessed the appropriateness of management recommendations. Flesch Reading Ease scores and Flesch-Kincaid Grade Level were generated to assess readability. The Patient Education Materials Assessment Tool was utilized to evaluate understandability and actionability of each response.
[RESULTS] Average accuracy grades for the 6 responses ranged from 4.33 to 4.67 out of 5, with an overall average of 4.50 ± 0.63. The proportion of graders who deemed ChatGPT-4's patient management recommendations appropriate ranged from 75.0% to 100% across the 6 responses. Flesch Reading Ease scores ranged from 28.9 to 50.2, with Flesch-Kincaid Grade Level scores ranging from grade 9.4 to 13.4 for reading level. The average Patient Education Materials Assessment Tool understandability score was 91.67 ± 0.52%, while all 6 responses received an actionability score of 60%.
[CONCLUSIONS] ChatGPT-4 showed promise as a supportive tool for postoperative care following lower lid blepharoplasty, with generally accurate and appropriate responses. However, further refinement is needed before it can be considered a reliable clinical resource. Ongoing physician involvement in the development and evaluation of medical AI will be critical to ensuring these technologies are safe, accurate, and capable of meaningfully enhancing patient care.
[METHODS] This study employed a cross-sectional design to evaluate the content validity of ChatGPT-4's responses to common postoperative concerns following lower lid blepharoplasty: bleeding, diplopia, dry eyes, pain, lower lid retraction, and bruising/hematoma/orbital hemorrhage. Twelve American Society of Ophthalmic Plastic and Reconstructive Surgery physicians graded the responses for clinical accuracy on a 5-point Likert scale and assessed the appropriateness of management recommendations. Flesch Reading Ease scores and Flesch-Kincaid Grade Level were generated to assess readability. The Patient Education Materials Assessment Tool was utilized to evaluate understandability and actionability of each response.
[RESULTS] Average accuracy grades for the 6 responses ranged from 4.33 to 4.67 out of 5, with an overall average of 4.50 ± 0.63. The proportion of graders who deemed ChatGPT-4's patient management recommendations appropriate ranged from 75.0% to 100% across the 6 responses. Flesch Reading Ease scores ranged from 28.9 to 50.2, with Flesch-Kincaid Grade Level scores ranging from grade 9.4 to 13.4 for reading level. The average Patient Education Materials Assessment Tool understandability score was 91.67 ± 0.52%, while all 6 responses received an actionability score of 60%.
[CONCLUSIONS] ChatGPT-4 showed promise as a supportive tool for postoperative care following lower lid blepharoplasty, with generally accurate and appropriate responses. However, further refinement is needed before it can be considered a reliable clinical resource. Ongoing physician involvement in the development and evaluation of medical AI will be critical to ensuring these technologies are safe, accurate, and capable of meaningfully enhancing patient care.
추출된 의학 개체 (NER)
| 유형 | 영어 표현 | 한국어 / 풀이 | UMLS CUI | 출처 | 등장 |
|---|---|---|---|---|---|
| 시술 | blepharoplasty
|
안검성형술 | dict | 4 | |
| 해부 | eyes
|
scispacy | 1 | ||
| 합병증 | Lower Lid
|
scispacy | 1 | ||
| 합병증 | hematoma
|
혈종 | dict | 1 | |
| 약물 | [CONCLUSIONS]
|
scispacy | 1 | ||
| 질환 | bleeding
|
C0019080
Hemorrhage
|
scispacy | 1 | |
| 질환 | diplopia
|
C0012569
Diplopia
|
scispacy | 1 | |
| 질환 | pain
|
C0030193
Pain
|
scispacy | 1 | |
| 질환 | hemorrhage
|
C0019080
Hemorrhage
|
scispacy | 1 | |
| 기타 | ChatGPT
|
scispacy | 1 | ||
| 기타 | patients
|
scispacy | 1 | ||
| 기타 | Patient
|
scispacy | 1 |
🔗 함께 등장하는 도메인
이 논문이 속한 카테고리와 같은 논문에서 자주 함께 다뤄지는 카테고리들
관련 논문
- Implications of Dermatologic Disorders in Facial Cosmetic Surgery: A Systematic Review.
- Mohs Surgery Defect Closure Using Blepharoplasty.
- Otoplasty for prominent ear: A systematic review of surgical techniques.
- Combined minimally invasive lymphatic microsurgery and aligned nanofibrillar collagen scaffold for refractory post-traumatic eyelid lymphedema: A case report.
- Tranexamic Acid in Reconstructive Microsurgery: A Systematic Review and Meta-Analysis.