Quality, in numbers
Computed 2026-11-14 from the published cards and pipeline reports. Methodology
- Cards
- 10160 hand-made41 by the pipeline
- Evidence with a verbatim excerpt
- 94.8%404 / 426 entries
- Excerpts found in the archive
- 99.8%401 / 402 checked
- Put on the review list
- 67.3%76 / 113 drafts processed
- Audit error rate
- Not in place yetAudit results not filled in yet.
By status
- 44Permissive
- 29Restricted
- 4Conflict
- 14Unstated
- 10Unverifiable
Verification level
Mdexa hosting
Days since last verified
Median 1 days · range 0–2
Review
- How cards are checked
- One model, fixed rules, 10% human audit
- Review by a second vendor's model
- Not in place yetNo second vendor channel. The second extraction uses the same model with a separate prompt; it is not called independent review.
- Accuracy on an unseen holdout
- Not in place yetNeeds 50 human-judged items; 0 so far.
- Rule engine self-checks
- 91 / 91Shows the code follows the rules. Not an accuracy figure.
- Second-hand evidence entries
- 14Never decide a status alone.
Known issues
- Collection of 791 Traditional Chinese Medicine books (Figshare)
- Source cannot be evidenced, which is not the same as no license stated: figshare.com (HTTP 202, no content yet)
- MedBench（上海人工智能实验室）
- Source cannot be evidenced, which is not the same as no license stated: arxiv.org (PDF, text not saved)
- TCM-NER（中医药说明书实体识别）
- Link unreachable: openkg.cn (DNS lookup failed)
- TCMEval-SDT（辨证思维评测）
- Source cannot be evidenced, which is not the same as no license stated: nature.com (error or challenge page)
From the latest machine-gate and re-verification reports.
Versions
- Adjudication rules
3.0- License map
1.1- Tag vocabulary
1.2- Card schema
1.0
Verdicts record what sources state and are not legal advice.