人工知能と人間の専門知識のバランスを探して,乳房再建の結果を形作る:比較的反省研究
Ioan Constantin Pop1,2, Maximilian Vlad Muntean2,3, Vlad Alexandru Gata4,5
1Faculty of Medicine, "Iuliu Hațieganu" University of Medicine and Pharmacy, 400012 Cluj-Napoca, Romania.
Journal of clinical medicine
|February 13, 2026
まとめ
人工知能 (AI) は,乳房再建患者の質問に満足のいく答えを提供します. AIは一般的に正確ですが,専門外科医と比較して微妙な腫瘍学的正当化の限界を示しています.
科学分野:
- 医療情報工学 医療情報工学
- 医療における人工知能
- 外科腫瘍学外科腫瘍学
背景:
- 人工知能 (AI) は,患者教育と臨床的意思決定支援において有望であることを示しています.
- 乳房再建に関する患者へのカウンセリングにおけるAIの役割は,十分に確立されていません.
- この研究では,乳房再建患者カウンセリングにおけるAIのパフォーマンスを評価しています.
研究 の 目的:
- 人工知能 (AI) によって生成された応答と,専門外科医の回答を比較する.
- 乳房再建に関する患者の質問に答えるAIのパフォーマンスを評価する.
- 腫瘍学的根拠,再建的選択肢,手術後のケア領域におけるAIの反応を評価する.
主な方法:
- 5つの現実世界の臨床シナリオを使用した観察者盲検研究.
- ChatGPT-5と上級の整形外科医が患者の質問に答えました.
- 回答は,正確性,完全性,安全性,ニュアンス,およびガイドライン遵守に関する4級のスコアシステムを使用して,別の上級外科医によって評価されました.
主要な成果:
- AIの回答の平均スコアは40問で3.1±0.6でした.
- AIは,腫瘍学的正当性 (2.8 ± 0.7) に対して低いスコアを得ましたが,再建の選択肢/結果と術後のケア (3.2 ± 0.4) に対して高いスコアを得ました.
- AIの回答はどれも不満足で,15%は優秀で,包括的で,正確で,患者フレンドリーでした.
結論:
- ChatGPT-5は,乳房再建患者の質問に対する満足のいく,読みやすい,そして医学的に正確な基本的な答えを提供します.
- AIは,微妙な腫瘍学的根拠を提供することの限界を示しています.
- AIは,乳房再建の患者教育のための補足ツールとして潜在性を示しています.
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