Local audit
A raw MyHeritage-style CSV is reviewed locally for format, bucket distribution, and candidate teaching patterns.
Public-safe clinical mock flow
Private audit patterns become synthetic teaching cases.
A local raw-genotype audit can identify the kinds of questions worth teaching. Public pages should not expose the private rows. This mock flow translates private review patterns into synthetic observations, public marker families, and explicit clinical boundaries.
Private-to-public transformation
The public case is not the private genotype.
Change the specimen
Personal calls are replaced with synthetic observations and public marker families before any website material is written.
Mock clinical flow
The website shows how a professional review proceeds, while keeping diagnosis, identity, and personal genotype data out of scope.
Audit-informed mix
The mock set mirrors review pressure, not personal results.
Clinical reasoning flow
Every mock case follows the same interpretation discipline.
Observe
Record the source row as an assay observation, including marker, coordinate, and genotype representation.
Normalize
Convert only when build, strand, and reference/alternate orientation can be defended.
Route
Select the correct evidence pathway: clinical assertion, PGx guideline, trait literature, or molecular prediction.
Bound
State what the data can support, what remains unresolved, and what requires clinical confirmation.
Synthetic examples
Where to look, what it could mean, and what not to conclude.
Boundary of the mock flow
The page is built from private workflow needs, not public personal results. The examples are educational, synthetic, and deliberately unsuitable for diagnosis or treatment decisions.