Trust and citation method
How Muslex builds and updates answers
Direct answer
Muslex turns a specific training decision into a short answer, a comparison and a boundary. Human editors check claims, sources, calculations, audience fit and safety language before publication. AI may assist drafting or consistency checks but is not listed as a credentialed expert.
- Byline
- Muslex Editorial collective desk.
- Core evidence
- Systematic reviews, guidelines and primary research.
- Correction contact
- [email protected]
Six-stage editorial workflow
1. Define the decision
We state the reader, constraint and outcome before drafting.
2. Separate claim types
Facts, estimates, editorial judgment and medical boundaries are labelled differently.
3. Check the evidence level
Guidelines and systematic reviews frame the answer; individual studies add detail.
4. Test real constraints
Schedule, space, noise, budget, fit and adherence can change the practical answer.
5. Human review
A human checks arithmetic, links, wording, images and whether the direct answer matches the body.
6. Date and correct
Pages show update dates. Material changes require a new review pass.
Evidence confidence labels
| Label | Meaning | Typical use |
|---|---|---|
| Higher confidence | Consistent guidelines or multiple reviews | Broad training principles |
| Moderate confidence | Useful evidence with population or method limits | Programming ranges and comparisons |
| Limited or emerging | Small, indirect or inconsistent evidence | Specific claims and niche products |
| Editorial judgment | Practical recommendation derived from stated constraints | Buying filters and workflow choices |
AI assistance policy
AI tools may help organise outlines, detect internal inconsistencies, generate draft alternatives or create illustrative images. Human review remains responsible for the published wording. Generated images are illustrative and are not photographs of a tested commercial SKU.
Product and price claims
Muslex does not claim hands-on testing unless a page explicitly states what was tested and how. It does not publish live price, stock, certification or variant data without a dated source. Read the price and SKU policy.
Corrections
Send the page URL, disputed sentence and supporting source to [email protected]. Clear factual errors are corrected; reasonable differences in programming judgment are clarified with assumptions.