> For the complete documentation index, see [llms.txt](https://docs.layerlens.ai/llms.txt). Markdown versions of documentation pages are available by appending `.md` to page URLs; this page is available as [Markdown](https://docs.layerlens.ai/more-in-this-section-2/industry-healthcare-clinical-qa.md).

# Recipe: healthcare clinical Q\&A safety

Recipe — healthcare clinical Q\&A. Pointer to the SDK industry sample.

Canonical sample: [`samples/industry/healthcare_clinical.py`](https://github.com/layerlens/stratix-python/blob/main/samples/industry/healthcare_clinical.py) — clinical decision support evaluation: medical accuracy, drug-interaction detection, guideline adherence.

## See also

* [Industry pattern: clinical decision support](/4.2-industry-use-cases/pattern.md)
* [Industry → Healthcare](/4.2-industry-use-cases/healthcare.md)
* [Bootstrap a judge before GEPA](/more-in-this-section-6/bootstrap-judges.md)