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Paper Integrity Record · LEDGER

Do No Harm? Hallucination and Actor-Level Abuse in Web-Deployed Medical Large Language Models

As of 31 May 2026, Pith completed 6 of 6 listed checks against arXiv:2605.20591. The completed checks produced no public findings within their stated scope.

This is a record of named checks, not a clean-status claim or a paper verdict.

pith.integrity.v1
2605.20591 v1
pith:2026:VBEPQLJIPYCCRIU6BIXQDFBWNO

Coverage vector

completed 6 of 6 listed checks

Counted as completed checks in the claim sentence numerator.

Listed checks

doi_title_agreement

completed

v1.0.0, observed 2026-05-31 17:04:34.275436+00:00

Scope
Cited titles compared with titles resolved from their DOI or arXiv identifier.
Completed surface
Checked 58 references.

ai_meta_artifact

completed

v1.0.0, observed 2026-05-28 05:38:31.959141+00:00

Scope
Paper body text scanned for literal AI-assistant artifacts.
Completed surface
Checked 1 reference.

claim_evidence

completed

v1.0.0, observed 2026-05-26 14:24:09.581796+00:00

Scope
Recorded paper claims checked for the evidence artifacts they name.
Completed surface
Completed within the stated scope.

doi_compliance

completed

v1.0.0, observed 2026-05-26 07:25:54.127284+00:00

Scope
DOI and arXiv identifiers listed in the bibliography checked against named registries.
Completed surface
Checked 9 references.

citation_quote_validity

completed

v0.1.0, observed 2026-05-21 23:50:06.260343+00:00

Scope
Specific factual attributions checked against cited-paper text available in Pith.
Completed surface
Completed within the stated scope.

cited_work_retraction

completed

v1.0.0, observed 2026-05-21 15:58:28.942444+00:00

Scope
Cited references checked for source-reported retractions or expressions of concern.
Completed surface
Checked 6 references.

Observations

The completed checks produced no public findings within their stated scope.

Methods and limits

Each listed check names the surface it examined. A skipped, failed, partial, unavailable, not collected, not requested, or withheld check says nothing about what a completed check would have returned.

  • Only checks with status completed enter the claim sentence numerator.
  • Findings appear only from completed checks and only within the scope printed for that check.
  • Severity labels describe one observation row. They do not roll up into a paper judgment.