人工智能产生的饮食在饮食学领域的整合:协同作用还是威胁?
Menşure Nur Çelik1, Emine Karademir2, Murat Gürbüz2
1Department of Nutrition and Dietetics, Samsun Ondokuz Mayıs University, Samsun, Türkiye.
Nutrition research (New York, N.Y.)
|December 13, 2025
概括
人工智能 (AI) 饮食计划与营养学家创建的计划具有营养相似性,AI在营养密度和脂肪酸概况方面表现出色. 人类监督对于确保完整的营养充足性和指导饮食选择至关重要.
科学领域:
- 营养科学 营养科学
- 医疗保健中的人工智能
- 饮食评估 饮食评估
背景情况:
- 像ChatGPT-4o和Gemini Advanced这样的人工智能 (AI) 工具越来越多地用于各种应用,包括健康和营养.
- 要评估营养质量和潜在应用,需要对人工智能生成的饮食与营养学家规定的饮食进行比较分析.
研究的目的:
- 将人工智能工具 (ChatGPT-4o,Gemini Advanced) 产生的饮食计划的营养质量与注册营养师创建的饮食计划进行比较.
- 评估关键的营养指标,包括营养丰富的食物 (NRF) 15.3,血糖指数 (GI),脂肪酸比率,氨基酸 (AA) 评分和复合饮食抗氧化剂指数 (CDAI).
主要方法:
- 研究人员使用人工智能工具生成了15天的饮食计划,并从营养学家那里获得了3天的计划.
- 每位研究人员共分析了135个饮食计划,使用BeBis v9.0程序进行分析.
- 评估的营养参数包括NRF15.3,GI,SFA/USFA,MUFA/PUFA,ω-6/ω-3比率,AA分数和CDAI.
主要成果:
- 聊天GPT-4o获得了最高的NRF15.3分数;双子 Advanced获得了最高的AA分数,尽管蛋白质质量被认为不足.
- 与饮食师饮食相比,人工智能产生的饮食具有明显较低的和脂肪酸 (SFA) 百分比和SFA/USFA和SFA/PUFA比率.
- 营养学家推的饮食显示CDAI明显更高,表明抗氧化能力更大.
结论:
- 人工智能工具可以生成营养合理的饮食计划,与营养学家规定的饮食略有偏差,为提高效率提供潜力.
- 虽然人工智能看起来有前途,但人类监督仍然是确保营养充足,解决微量营养素缺乏和作出明智的饮食建议的关键.
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