How We Work

Scientific & Editorial Policy

On this page

  1. How sources are selected
  2. What evidence we prioritize
  3. How references are checked
  4. How content is reviewed
  5. How corrections are handled
  6. Conflicts of interest
  7. Use of Artificial Intelligence
  8. What this site is not

1. How sources are selected

This site prioritizes primary scientific literature and recognized clinical consensus statements over general-audience summaries. When we cite a fact, we aim to link directly to the source that established it, not to a secondary article that merely repeats it. Preferred source types, in order, are: peer-reviewed randomized controlled trials and meta-analyses, systematic reviews, major consensus or position statements (for example from ESPEN, EASO, or WHO), and findings from recognized research institutions (NIH, Mayo Clinic, and similar). We avoid citing content-farm health sites, unreferenced blog posts, or sources we cannot independently verify.

2. What evidence we prioritize

Sarcopenic obesity is a relatively young field of research, and the evidence base is still developing in places, particularly around diagnostic thresholds and outcomes specific to young adults. Where evidence is strong and consistent across multiple studies, we state it plainly. Where evidence is preliminary, mixed, or drawn from a single study, we say so explicitly rather than presenting it with false certainty. We are especially cautious about extrapolating findings from older adult populations (where most sarcopenic obesity research originated) to younger adults without noting that the extrapolation is happening.

3. How references are checked

Before a source is cited anywhere on this site, whether in a blog post, the Complete Guide, or the homepage, we confirm that the source is real, currently accessible, and that it actually supports the specific claim being attributed to it, not just that it is topically related. Sources that are broken links, paywalled with no visible abstract, or that we cannot verify are not used. This checking process is described in more detail for our blog workflow specifically, since new posts are published regularly.

4. How content is reviewed

All content on this site, including automated draft content (see the AI assistance section below), is reviewed by Dr. Zakira Naureen, the site's maintainer and Principal Investigator of the underlying research project, before it is published. Nothing goes live without human review and explicit approval.

5. How corrections are handled

If an error is identified in any published content, whether a factual mistake, an outdated statistic, or a broken reference, we correct it as soon as possible after verification. Substantive corrections (those affecting a claim's meaning, not just a typo) will note the date of correction. If you believe you have found an error, please get in touch through the Contact page.

6. Conflicts of interest

This site is maintained in connection with a University of Nizwa research project on metabolomic and genetic screening of young Omani adults for sarcopenic obesity and its management through precision nutrition (see the Research Team page). The site does not accept paid sponsorships, does not carry advertising, and does not receive compensation for product mentions or recommendations. Its purpose is public education in support of the broader research effort, not commercial promotion.

7. Use of Artificial Intelligence

This website may use artificial-intelligence tools to assist with content development and editorial tasks. AI-assisted content is subject to appropriate human review before publication. AI systems are not considered authors or independent sources of scientific evidence. References and factual claims are evaluated for accuracy before publication.

8. What this site is not

This site provides general health education. It is not personalized medical advice, and it is not a substitute for consultation with a qualified healthcare provider. Content here should not be used to self-diagnose or self-treat any health condition. If you have concerns about your own muscle mass, body composition, or metabolic health, please speak with a licensed healthcare professional.

Questions about this policy, or a correction to report? Visit the Contact page. Learn more about the people behind this site on the About page and Research Team page.