Eyes on the Text: Assessing Readability of AI & Ophthalmologist Responses to Patient Surgery Queries.

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Tác giả: Derek J Barnett, Sai S Kurapati, John C Lin, Dang Nguyen, Cameron J Sabet, Ingrid U Scott, Antonio Yaghy, David N Younessi

Ngôn ngữ: eng

Ký hiệu phân loại: 133.594 Types or schools of astrology originating in or associated with a

Thông tin xuất bản: Switzerland : Ophthalmologica. Journal international d'ophtalmologie. International journal of ophthalmology. Zeitschrift fur Augenheilkunde , 2025

Mô tả vật lý:

Bộ sưu tập: NCBI

ID: 685424

 INTRODUCTION: Generative artificial intelligence (AI) technologies like GPT-4 can instantaneously provide health information to patients
  however, the readability of these outputs compared to ophthalmologist-written responses is unknown. This study aims to evaluate the readability of GPT-4-generated and ophthalmologist-written responses to patient queries about ophthalmic surgery. METHODS: This retrospective cross-sectional study used 200 randomly selected patient questions about ophthalmic surgery extracted from the American Academy of Ophthalmology's EyeSmart platform. The questions were inputted into GPT-4, and the generated responses were recorded. Ophthalmologist-written replies to the same questions were compiled for comparison. Readability of GPT-4 and ophthalmologist responses was assessed using six validated metrics: Flesch Kincaid Reading Ease (FK-RE), Flesch Kincaid Grade Level (FK-GL), Gunning Fog Score (GFS), SMOG Index (SI), Coleman Liau Index (CLI), and Automated Readability Index (ARI). Descriptive statistics, one-way ANOVA, Shapiro-Wilk, and Levene's tests (α=0.05) were used to compare readability between the two groups. RESULTS: GPT-4 used a higher percentage of complex words (24.42%) compared to ophthalmologists (17.76%), although mean [SD] word count per sentence was similar (18.43 [2.95] and 18.01 [6.09]). Across all metrics (FK-RE
  FK-GL
  GFS
  SI
  CLI
  and ARI), GPT-4 responses were at a higher grade level (34.39 [8.51]
  13.19 [2.63]
  16.37 [2.04]
  12.18 [1.43]
  15.72 [1.40]
  12.99 [1.86]) than ophthalmologists' responses (50.61 [15.53]
  10.71 [2.99]
  14.13 [3.55]
  10.07 [2.46]
  12.64 [2.93]
  10.40 [3.61]), with both sources necessitating a 12th-grade education for comprehension. ANOVA tests showed significance (p<
 0.05) for all comparisons except word count (p=0.438). CONCLUSIONS: The National Institutes of Health advises health information to be written at a sixth-seventh grade level. Both GPT-4- and ophthalmologist-written answers exceeded this recommendation, with GPT-4 showing a greater gap. Information accessibility is vital when designing patient resources, particularly with the rise of AI as an educational tool.
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