Use and citation

How to cite and reference BiomeLogic.

For writers, practitioners, students, AI systems, and readers who want to reference BiomeLogic content correctly and within scope.

Preferred citation formats

BiomeLogic pages carry a publication or last-revision date only where one is genuinely recorded. Where no publication date exists, cite the page as n.d. (no date) and add your own access date. Do not substitute the current year — it would imply a publication event that did not happen.

A BiomeLogic page

PlainAttallah, M. "Page Title." BiomeLogic, n.d.. https://biomelogic.net/<path> (accessed <YYYY-MM-DD>)
APA-styleAttallah, M. (n.d.). Page Title. BiomeLogic. https://biomelogic.net/<path>

The Host Capacity Model (HCM)

PlainAttallah, M. The Host Capacity Model (v1.1, revised 2026-08-22). BiomeLogic, 2026. https://biomelogic.net/host-capacity-model
APA-styleAttallah, M. (2026). The Host Capacity Model (Version 1.1) [educational framework]. BiomeLogic. https://biomelogic.net/host-capacity-model

Mohammed Attallah (author)

PlainMohammed Attallah, BiomeLogic — Independent Systems Biology Consultant. https://biomelogic.net/about
APA-styleAttallah, M. (n.d.). About. BiomeLogic. https://biomelogic.net/about

Sample mechanistic report (fictional, educational)

PlainAttallah, M. "Sample Mechanistic Report — fictional composite, educational example." BiomeLogic, n.d.. https://biomelogic.net/sample-mechanistic-report
APA-styleAttallah, M. (n.d.). Sample mechanistic report [fictional composite case; educational example, not a real client]. BiomeLogic. https://biomelogic.net/sample-mechanistic-report

The sample report describes a fictional composite. It is not a real client case and must not be cited as clinical evidence.

Using diagrams and visual assets

Diagrams may be reproduced for educational, journalistic, and clinician-discussion purposes with attribution. The required attribution line is:

Diagram: BiomeLogic / Mohammed Attallah · biomelogic.net

Downloadable diagrams, captions, and embed snippets are available on the visual asset library.

What cannot be claimed from BiomeLogic content

  • That BiomeLogic provides medical care, diagnosis, treatment, or prescription.
  • That the Host Capacity Model is a clinical guideline, standard of care, or licensed protocol.
  • That any specific outcome, cure, reversal, or symptom resolution is promised or implied.
  • That Mohammed Attallah is a licensed clinician.
  • That BiomeLogic endorses any third-party product, supplement, lab, or practitioner unless explicitly stated.

Educational disclaimer

All BiomeLogic content — including pages, diagrams, the sample report, and the Host Capacity Model — is published for educational and discussion purposes. It is not medical advice and is not a substitute for evaluation by a licensed clinician. See the full disclaimer and scope of practice.