人工知能のチャットボットによる婦人不全の調査への回答の評価:情報品質,読みやすさ,およびガイドラインの一貫性の比較研究
Xinran Shao1, Ting Ruan2, Xingai Ju3
1Department of Thyroid and Breast Surgery, People's Hospital of China Medical University, Shenyang, Liaoning, China.
Digital health
|August 29, 2025
まとめ
人工知能 (AI) のチャットボットは婦人不妊症の健康情報を即座に提供しますが,その信頼性と読みやすさは大きく異なります. DeepSeekは優れた読みやすさと品質を示し,ChatGPTは最悪で,医療における注意深いAIツール選択の必要性を強調しました.
科学分野:
- 医療における人工知能
- 医療情報工学
- 患者 の 教育
背景:
- 人工知能のチャットボットは 患者に即座に情報を提供するために 特に婦人科障害のような 敏感なトピックで利用されています
- 患者さんは 恥ずかしくて オンラインで サポートを求めます
研究 の 目的:
- 人気のある5つのAIチャットボット (ChatGPT,DeepSeek,Gemini,Perplexity,Copilot) の婦人科関連クエリへの回答のパフォーマンスを評価する.
- 人工知能のチャットボットの信頼性,品質,読みやすさ,ガイドラインの一貫性を評価する.
主な方法:
- Google トレンド (2004年−2025年) から世界トップ25の婦人科のクエリを取得しました.
- DISCERN,EQIP,Flesch-Kincaid Grade Level (FKGL),およびFlesch-Kincaid Reading Ease Score (FKRE) を用いて評価した反応
- 精度,補足情報,および完全性を欧州アンドロロジー協会のガイドラインと比較した.
主要な成果:
- DeepSeekは最高のEQIPスコアと優れた読みやすさ (最低のFKGL) を示しました.
- ChatGPTは読解性が最も低い (FKGLが最も高い).
- AIの回答は85.71%の精度を達成したが,多くの場合,重要な詳細を省いた.
結論:
- 人工知能のチャットボットでは 女性の不妊症に関する情報が利用可能ですが 質と読解性の点で 顕著な変化が見られます
- 評価された他のオプションと比較して,DeepSeekはより信頼性の高い読みやすいオプションとして登場しました.
- 人工知能のチャットボットの性能を慎重に検討することは,正確で一貫した患者情報の提供に不可欠です.
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