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Paper Integrity Record · LEDGER

ClinFusion: A Vision-Centric Multimodal LLM System for Holistic Medical Understanding

As of 31 July 2026, Pith completed 6 of 9 listed checks against arXiv:2607.24743. The completed checks produced 3 public findings within their stated scope. 3 checks were skipped and produced no result.

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

pith.integrity.v1
2607.24743 v2
pith:2026:C5CBTD7YS6MDYWH2AZ5MFDPWD2

Coverage vector

completed 6 of 9 listed checks

Counted as completed checks in the claim sentence numerator.

skipped 3 of 9 listed checks

Skipped checks produced no result and say nothing about absence.

Listed checks

claim_evidence

completed

v1.0.0, observed 2026-07-31 17:50:55.323744+00:00

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

doi_compliance

completed

v1.1.0, observed 2026-07-31 06:21:50.037397+00:00

Scope
DOI and arXiv identifiers listed in the bibliography checked against named registries.
Completed surface
Checked 45 references. Recorded 3 findings from this run.

doi_title_agreement

completed

v1.0.0, observed 2026-07-31 06:21:45.304692+00:00

Scope
Cited titles compared with titles resolved from their DOI or arXiv identifier.
Completed surface
Checked 4 references.

external_links

completed

v1.0.0, observed 2026-07-28 17:34:34.678051+00:00

Scope
External URLs extracted from paper text checked at the stated time.
Completed surface
Completed within the stated scope.

shingle_duplication

skipped

v0.1.0, observed 2026-07-28 05:54:06.768712+00:00

Scope
Available paper body text compared for identical 40-token sequences under the detector's stated exclusions.
Reason
Usable body text was absent or too short for this check.

citation_quote_validity

skipped

v0.1.0, observed 2026-07-28 03:57:54.952847+00:00

Scope
Specific factual attributions checked against cited-paper text available in Pith.
Reason
Paper body text was unavailable.

cited_work_retraction

completed

v1.0.0, observed 2026-07-28 02:54:07.115341+00:00

Scope
Cited references checked for source-reported retractions or expressions of concern.
Completed surface
Completed within the stated scope.

ai_meta_artifact

skipped

v1.0.0, observed 2026-07-28 02:52:21.037324+00:00

Scope
Paper body text scanned for literal AI-assistant artifacts.
Reason
Paper body text was unavailable.

claim_evidence

completed

v1.0.0, observed 2026-07-28 02:32:46.465527+00:00

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

Observations

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.