GitHub View CyteType

Multi-expert synthesis

How specialized CyteType reviewers agree, disagree, and surface alternative labels.

What it is

Several specialized AI reviewers independently assess each annotation. Their agreements, disagreements, and alternative hypotheses are surfaced before the final label is locked.

How to read it

Reviewer consensus strengthens confidence. Disagreements are not errors; they reflect genuine ambiguity in the data. Alternative hypotheses are ordered by plausibility.

When to act

When reviewers disagree on the top call, treat the listed alternatives as equally valid candidates to investigate with orthogonal methods.

Learn more

Decision traceability

Confidence and heterogeneity QC