GitHub View CyteType

Study-aware context

How study_context shapes CyteType labels for tissue, disease, and experimental framing.

What it is

The annotation model is grounded in your study_context. Disease-specific, tissue-specific, and organism-specific knowledge shapes which cell types are considered and how markers are weighted.

How to read it

Context fit shows how well the assigned label fits the biological framing of your study. Keywords extracted from the study context are shown for transparency.

When to act

If labels feel generic or off-target, revisit your study_context. A vague context ("human cells") produces generic labels. A specific context ("inflamed synovium from RA patients, synovectomy samples") produces disease-relevant annotations.

💡 Tip: Pass additional report metadata as a dict (Python) or named list (R) in the run step. Keys appear as headers in the report, and URL-like values render as links.

Learn more

Python client

First annotation