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May 6, 2026Obstetrics and Gynecology0 citations

Bridging the Gap: Evaluating Publicly Available Education on SSRI Use in Pregnancy in the Age of Artificial Intelligence ID 3729

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AFAnalie FernandesMJMorgan JoyceCBCameron Bernstein

Key Points

  • This evaluation aims to compare the readability of patient education on SSRI use in pregnancy across various sources and to assess the utility of AI models in improving this readability.
  • Compared readability of patient-facing content from medical societies and educational websites, analyzed posts from Reddit and Facebook.
  • Assessed readability using five indices, calculated average grade levels, and analyzed LLM-generated responses.
  • Specifically analyzed ACOG’s FAQs on anxiety and depression in pregnancy with ChatGPT and Gemini outputs.
  • Reddit posts scored the highest readability (grade 9.58), followed by Facebook (9.97) and educational websites (13.11).
  • ACOG's statement was at college level (15.76), less readable than other societies (SMFM 18.49, AAFP 17, ACN-M 17.50).
  • LLM rewrites of ACOG FAQs achieved better readability but still did not reach the sixth-grade target level.

Abstract

INTRODUCTION: In the context of declining literacy rates and July 2025 FDA scrutiny of selective serotonin reuptake inhibitor (SSRI) use in pregnancy, this study compares the readability of relevant patient education across medical societies, educational websites, and social media, and evaluates large language models (LLMs) as tools for improving patient understanding. METHODS: Patient-facing content on SSRI use in pregnancy from the American Academy of Family Physicians, the American College of Nurse-Midwives, the American College of Obstetricians SD 1.25), and ACN-M’s (17.50, SD 1.33), which were all college graduate level. Responses from Gemini (13.99, SD 1.37) and Chat GPT (15.3, SD 1.37) were more readable than ACOG FAQs (10.79, SD 1.72). The ACOG FAQs rewritten by LLMs were the most readable (Chat GPT 8.95, SD 1.18; Gemini 8.78, SD 1.69), although still not at the requested sixth-grade level. CONCLUSIONS/IMPLICATIONS: More readable patient education on SSRI use in pregnancy is needed, as most Americans read at or below a seventh-grade level. Large language models may be useful in addressing this gap.

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Cite This Study

Fernandes et al. (2026) studied this question.

synapsesocial.com/papers/69fadaab03f892aec9b1e676https://doi.org/10.1097/aog.0000000000006268.37
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