人工智能研究获得了类似的在线关注,但与对照文章相比,引用率增加了
Evan M Polce1, Cory J Call2, Tessa C Griffin3
1Department of Orthopedic Surgery, Atrium Health Carolinas Medical Center, Charlotte, NC.
概括
人工智能 (AI) 在整形外科的研究得到了明显更多的引用,但没有比非AI研究更多的社交媒体关注. 熟悉人工智能至关重要,因为其在临床实践中的应用越来越多.
科学领域:
- 整形外科手术 整形外科手术
- 人工智能的人工智能
- 图书统计学 图书统计学
- 研究影响力研究影响力
背景情况:
- 人工智能 (AI) 越来越多地融入医学研究.
- 了解人工智能研究在骨科手术中的影响是必不可少的.
- 之前的研究还没有完全比较社交媒体的关注度和AI的引用率与该领域的非AI研究.
研究的目的:
- 在骨科手术文献中比较AI和非AI研究之间的社交媒体关注率和引用率.
- 评估人工智能驱动的骨科领域内研究的文献计量影响.
主要方法:
- 来自6个高影响力骨科期刊的540篇文章的系统审查 (2018年1月-2023年12月).
- 文章被分类为与AI相关的或控制 (非AI).
- 主要结果:使用多变量线性回归分析的社交媒体覆盖率和累积引用率的Altmetric注意力得分 (AAS).
主要成果:
- 与人工智能相关的文章 (20%) 显示了较高的中位数AAS (2.0对1.0) 和明显更多的引用 (中位数18对9) 与对照文章 (P <.001) 相比.
- 在控制共变量后,产品类型与AAS没有显著的关联 (P = .602).
- 多变量分析显示,人工智能文章平均获得了13.4个额外的引用 (P < .001).
结论:
- 人工智能在整形外科的研究表明,与非人工智能研究相比,引用的影响更大.
- 当考虑混变量时,人工智能研究并没有获得显著更高的社交媒体关注.
- 整形外科医生应该参与人工智能研究,因为它日益增长的学术影响和临床相关性.
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