Research Workbench

Declared category-level audit

Compare observed category labels with a prespecified allowed set.

Your entries stay in this page’s memory and are not submitted to us. Downloads are generated locally. Reloading or leaving the page clears your entries. Do not enter patient information.

First row allowed levels separated by |; remaining one observed label per line

Levels and observed labels are case-sensitive after trimming. Use one label per line; do not use | inside a level. Unused allowed levels are retained in the report.

The starting values are hypothetical. Results update as you edit. Use aggregate or synthetic inputs only.

Calculation results

Observed labels: 5
Allowed-level counts: Low: 2 | Medium: 0 | High: 1
Unexpected labels: medium, HIGH
Unused allowed levels: Medium
Case-only review hints: medium → Medium | HIGH → High

How to interpret the output

Unexpected and absent categories can reveal coding drift, typos or sampling differences. Case-insensitive suggestions are only review hints and are not applied automatically. This audit does not establish category ordering, merge groups or validate a clinical classification.

Method reference

Source checked 2026-11-06. Read the reproducible calculator validation report.