Editorial & AI Policy
Our Editorial Approach
We are committed to publishing useful, accurate, responsible, and professionally reviewed content.
Our editorial team may use artificial intelligence tools to assist with research, organization, drafting, editing, summarization, and content optimization. These tools support our editorial process, but they do not independently approve or publish content.
AI-assisted content is reviewed and edited by people before publication. The publisher retains editorial responsibility for the final content that appears on this website.
Human Review and Editorial Responsibility
Before publication, content may be reviewed for:
- Factual accuracy
- Clarity and context
- Source quality
- Relevance to the intended audience
- Accuracy of material claims
- Appropriate use of citations and supporting references
When content involves clinical, legal, financial, insurance, regulatory, coding, compliance, or other consequential subjects, additional verification or qualified subject-matter review may be used when appropriate.
Human review is intended to be substantive. It is not limited to spelling, grammar, or formatting.
Use of Artificial Intelligence
Artificial intelligence may assist our editorial team with tasks such as:
- Organizing source material
- Developing article structure
- Drafting or revising content
- Summarizing source information
- Improving readability
- Identifying areas that may require additional research
- Search and content optimization
- Preparing supporting editorial materials
AI does not replace human editorial judgment or responsibility.
We do not intentionally publish information solely because an AI system generated it. Content intended for publication remains subject to human review and approval.
Sources and Accuracy
Where appropriate, our editorial process may include review of primary sources, professional organizations, government agencies, peer-reviewed research, industry references, source videos, transcripts, and other relevant materials.
We strive to distinguish established evidence from professional opinion, interpretation, association, or areas where evidence remains limited.
Because information can change and errors can occur, readers should not interpret publication on this website as a guarantee that every statement will remain current indefinitely.
Professional and Educational Content
Some content on this website may discuss healthcare, clinical subjects, insurance, business practices, coding, compliance, financial topics, legal or regulatory matters, or other professional subjects.
Unless expressly stated otherwise, this material is provided for general educational and informational purposes. It should not be treated as individualized medical, legal, financial, insurance, tax, regulatory, or other professional advice.
Readers should consult an appropriately qualified professional when advice specific to their circumstances is required.
AI Transparency
We do not automatically label every article as “AI-generated” simply because artificial intelligence assisted with part of the editorial process.
For ordinary AI-assisted content that receives meaningful human review and editorial control, this Editorial & AI Policy serves as our general transparency statement.
When a particular use of artificial intelligence creates a specific disclosure obligation, we may provide additional disclosure directly with the affected content.
This may include circumstances involving:
- Realistic AI-generated or materially manipulated images, audio, or video
- Content that could reasonably be mistaken for an authentic person, event, statement, or recording
- Synthetic testimonials, reviews, endorsements, or representations of real individuals
- AI-powered interactive systems where disclosure may be required
- Regulated advertising or other uses subject to specific legal, professional, contractual, or platform requirements
AI-Generated Images, Audio, and Video
Artificial intelligence may occasionally assist in creating or modifying visual, audio, or video materials.
When AI-generated or manipulated media could reasonably be mistaken for authentic media, we evaluate whether additional disclosure is appropriate or required.
We do not knowingly use fabricated testimonials, quotations, endorsements, patient or client experiences, or representations of real people in a deceptive manner.
Editorial Independence
The use of artificial intelligence does not change our responsibility to apply editorial judgment.
Our editorial decisions remain subject to human oversight. We may modify, reject, remove, or update content when accuracy, relevance, compliance, or editorial standards require it.
Commercial considerations do not eliminate our obligation to present factual information responsibly.
Corrections and Updates
We may revise published content when:
- New information becomes available
- Regulations or professional standards change
- A factual error is identified
- Sources are updated
- Additional clarification would improve accuracy
- Editorial review identifies a need for revision
Where appropriate, an updated publication date may be displayed.
Reporting an Error
We welcome reasonable corrections.
If you believe content on this website contains a factual error, outdated information, misleading statement, or other material concern, please contact us through the contact information provided on this website.
Please identify the page in question and describe the issue so our editorial team can review it.
Editorial Records and Accountability
We may retain appropriate records relating to the preparation and review of published content, including source materials, citations, editorial review information, publication versions, and relevant approval records.
These records support editorial accountability, quality control, and our commitment to responsible publishing.
Policy Updates
Artificial intelligence technologies, professional standards, platform requirements, and applicable laws continue to evolve.
We may update this policy as our editorial practices or applicable requirements change.
The most current version of this policy will be maintained on this page.
Important Notice
This Editorial & AI Policy describes our general editorial practices and transparency standards. It is not intended to provide legal advice or to replace any disclosure, labeling, professional, regulatory, or other requirement that may apply to a particular use of artificial intelligence or a particular type of content.