Synapse
⌘+K
Synapse
PulseExploreClubsResearchersJournals
Instagram
HomeClubsExplore
December 9, 2025International Urogynecology JournalOpen Access

Development and Evaluation of an Augmented Artificial Intelligence Model for Urogynecology Queries

View Full Paper
Ask AI
Bookmark
Share

Authors

MMMadeline K. MoureauUniversity of MichiganBDBruce H. DavisTrillium Therapeutics (Canada)CHChristopher X. HongUniversity of Michigan

Discussion

Loading...

Member takes

Overview

Pilot study demonstrates improved response quality for urogynecology queries with retrieval-augmented AI, suggesting advances in patient-centered care.

Key Points

  • To develop a retrieval-augmented ChatGPT model and compare its performance in answering urogynecology questions.
  • Developed a retrieval-augmented ChatGPT-4.0 model using International Urogynecological Association materials.
  • Evaluated responses for ten questions using the QAMAI tool by six board-certified urogynecologists.
  • Compared QAMAI scores using the Wilcoxon signed-rank test and conducted a sensitivity analysis.
  • Retrieval-augmented model showed higher total QAMAI scores than the standard model (median 22 vs 16, p < 0.01).
  • Outperformed the standard model across all evaluation domains.
  • Preferred by clinician raters in 81% of cases.

Cite This Study

Moureau et al. (2025) studied this question.

synapsesocial.com/papers/69401d682d562116f28f9147https://doi.org/10.1007/s00192-025-06446-x
View Full Paper
Ask AI
Bookmark
Share

Also Consider

Synapse has enriched 5 closely related papers on similar clinical questions. Consider them for comparative context:

  1. 1Reliability of Medical Information Provided by ChatGPT: Assessment Against Clinical Guidelines and Patient Information Quality Instrument2023 · 376 citations
  2. 2Enhancement of the Performance of Large Language Models in Diabetes Education through Retrieval-Augmented Generation: Comparative Study2024 · 74 citations
  3. 3Validation of the Quality Analysis of Medical Artificial Intelligence (QAMAI) tool: a new tool to assess the quality of health information provided by AI platforms2024 · 91 citations
  4. 4Health Information Seeking Behaviors on Social Media During the COVID-19 Pandemic Among American Social Networking Site Users: Survey Study2021 · 309 citations
  5. 5Spanish Language Pelvic Floor Disorders Patient Information Handouts: How Readable Are They?2017 · 11 citations