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学术出版中的人工智能:新工具,相同的标准

学术出版中的人工智能:新工具,相同的标准

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As we continue celebrating 50 years of the Oncology Nursing Society, I have enjoyed reading previous Clinical Journal of Oncology Nursing (CJON) editorials. While you benefit from the six historic editorials printed in CJON  this year, I am embracing my love of words and desire for asynchronous  editorial mentoring by reading all my predecessors’ work. It has been  fun watching the history of a changing oncology nursing practice and  publishing landscape within the pages of CJON.

CJON has maintained editorial and scholarly integrity, with a commitment to publication ethics, across three decades. CJON  has educated readers about the impact of ghostwritten manuscripts,  authorship criteria, and embedded and changing process rigor for  structural protection within publishing. CJON’s second editorial (Liebman, 1997),  republished in this issue beginning on p. 270, focused on reference  style and content errors as nurses struggled with inaccurate or  misinterpreted references, which “can lead to questions related to the  accuracy and reliability of an article’s content” (p. 27). The editor  inquired, “If the author was not 100% correct in checking the accuracy  of something as measurable as a reference, how careful was he or she in  regard to an article’s content?” (Liebman, 1997, p. 27). Nearly 30 years later, I am grappling with the same question thanks to new artificial intelligence (AI) tools.

Technology  changes help us in many ways, even in publishing. Yet our professional  standards of oncology nursing integrity remain unchanged (American Nurses Association [ANA], 2025Lubejko & Wilson, 2019).  I am a proponent of advancing technology and AI, having practiced in  these spaces and written on these topics throughout my career. AI is  growing within publishing to help with brainstorming, writing, coding,  summarizing literature, supporting authors writing in non-native  languages, and more. I use it to brainstorm titles, create outlines,  summarize large amounts of information, and understand complicated  concepts (like a tutor), among other things. The number of articles on  the topic of AI within CJON, highlighting its benefits and limitations in cancer care and oncology nursing, is increasing.

AI  is quite helpful for myriad reasons, yet it has many faults. Students  in my graduate- and doctoral-level courses hear and see me repeat,  “Trust but verify; trust but verify!” Generative AI creates plausible  information, which, on the surface, looks like it may be accurate, but a  bit more review quickly reveals deficits. As such, AI is not a  decision-maker, so humans must use critical thinking and judgment when  using AI. I am increasingly having difficult conversations with nurses  of all educational backgrounds and experience levels who do not  understand the appropriate use of AI, often resulting in inaccurate  information and hallucinated—or fictitious or AI-misinformed—references.  This is not unique to CJON. More than 100 peer-reviewed  journals, the legal system, and even the White House have retracted  articles, sanctioned professionals, and faced national backlash because  of inappropriate AI use and inaccurate AI-generated information (Blum & Astor, 2025Glynn, 2025Naddaf, 2025).

Even  as AI platforms continue to improve, ongoing research reveals that they  still exhibit significant content and reference errors, reaching as  high as 66%–90% reference inaccuracies, depending on the platform (Aljamaan et al., 2024Chelli et al., 2024Hatem et al., 2023Sun et al., 2024). These inaccuracies are often identified as hallucinations, but Hatem et al. (2023)  argued that language is stigmatizing and lacks a universal definition  and term agreement. Alternatively, AI inaccuracies are classified as  distorted information; the information is inaccurate regardless of the  intention. There are two types of distorted information: disinformation,  which is deliberate and intentionally false, and misinformation, which  lacks intentional falsification (Hatem et al., 2023Sun et al., 2024). Thanks to rigorous CJON  publication processes and a dedicated editorial board and staff, team  members have had several AI-distorted information “smart catches” (i.e.,  near misses) across both domains, protecting the oncology nursing body  of evidence. CJON is a learning suborganization, using these  moments to have open conversations about accountability and improvement.  As such, we have reviewed and revised our processes to prevent the  perpetuation of errors and publishing waste. We will continue to do so  in pursuit of our oncology nursing commitment to patient care and  advancing oncology nursing practice.

CJON  adheres to national guidelines on AI use and disclosure, such as those  from the International Committee of Medical Journal Editors (2025), the  Committee on Publication Ethics Council (2024), and the American  Psychological Association (McAdoo, 2024), as well as nursing calls for increased AI due diligence in nursing scholarship (Fontenot, 2025). In 2025, the journal added AI-specific author guidelines (www.ons.org/publications-research/cjon/for-authors) for acceptable and unacceptable uses of AI in CJON  publishing. Authors attest to AI use on manuscript submission, and AI  platforms cannot be listed as a manuscript author. Authors also need to  ensure that anyone they mention in the manuscript acknowledgment section  has also appropriately used AI (i.e., using an AI platform alone does  not constitute “editing support” meeting International Committee of  Medical Journal Editors acknowledgment criteria). In addition, CJON  peer reviewers have new instructions and reminders that manuscripts are  confidential within the peer review process, so AI use is not an  acceptable or professional way to peer review manuscripts. Transparency  in AI use is non-negotiable. Nondisclosure can result in manuscript  rejection and publication decision rescission, which has occurred, and  removal from the CJON peer review board.

AI  is a tool; it is amoral—neither good nor bad. I have déjà vu as I have  made this statement about social media throughout my career. Tools are  tools; they require a person to determine the use. AI use depends on the  user’s choices, so choose wisely, following the Code of Ethics for Nurses (ANA, 2025) and Oncology Nursing: Scope and Standards of Practice (Lubejko & Wilson, 2019).  AI cannot compare to your expert voice and deep knowledge. As an author  or peer reviewer, you need AI literacy; it is just as important as  understanding evidence appraisal techniques and American Psychological  Association style, and you can upskill in this area to keep your skills  on pace with changing technology and standards. As oncology nurses, we  have a trusted and ethical responsibility to provide people with  quality, safe, and equitable care (ANA, 2025Lubejko & Wilson, 2019),  regardless of the tools we use. Take the time to review your AI  knowledge, AI use, and all AI outputs. Ultimately, you are the  responsible expert. AI may be a new tool, but the oncology nursing scope  and standards of professional practice have not shifted (Lubejko & Wilson, 2019).

THE

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  1. CONNECT:[ UseTime:0.001268s ] mysql:host=127.0.0.1;port=3306;dbname=wenku;charset=utf8mb4
  2. SHOW FULL COLUMNS FROM `fenlei` [ RunTime:0.001711s ]
  3. SELECT * FROM `fenlei` WHERE `fid` = 0 [ RunTime:0.000757s ]
  4. SELECT * FROM `fenlei` WHERE `fid` = 63 [ RunTime:0.000702s ]
  5. SHOW FULL COLUMNS FROM `set` [ RunTime:0.001366s ]
  6. SELECT * FROM `set` [ RunTime:0.000556s ]
  7. SHOW FULL COLUMNS FROM `article` [ RunTime:0.001508s ]
  8. SELECT * FROM `article` WHERE `id` = 696880 LIMIT 1 [ RunTime:0.001079s ]
  9. UPDATE `article` SET `lasttime` = 1780381855 WHERE `id` = 696880 [ RunTime:0.030996s ]
  10. SELECT * FROM `fenlei` WHERE `id` = 64 LIMIT 1 [ RunTime:0.000719s ]
  11. SELECT * FROM `article` WHERE `id` < 696880 ORDER BY `id` DESC LIMIT 1 [ RunTime:0.001392s ]
  12. SELECT * FROM `article` WHERE `id` > 696880 ORDER BY `id` ASC LIMIT 1 [ RunTime:0.001179s ]
  13. SELECT * FROM `article` WHERE `id` < 696880 ORDER BY `id` DESC LIMIT 10 [ RunTime:0.002250s ]
  14. SELECT * FROM `article` WHERE `id` < 696880 ORDER BY `id` DESC LIMIT 10,10 [ RunTime:0.002345s ]
  15. SELECT * FROM `article` WHERE `id` < 696880 ORDER BY `id` DESC LIMIT 20,10 [ RunTime:0.002511s ]
0.252108s