Sample · Gate report
Illustrative structure only. Scores, labels and charts on marketing pages are not measured metrics or contract acceptance results.
Pass / fail against the frozen private item set and scoring rules agreed by both parties.
Group errors by type (e.g. localization, false positive, guideline mismatch) to drive the next data pack.
Controlled excerpts / IDs under NDA — not raw identifiable records on the public site.
Spec notes for the following collection or labeling round informed by Gate findings.
Contracting entity: Beijing Langhui Technology Co., Ltd. (brand LumeSage). Not a medical-device promotion; no clinical efficacy claims.