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Integrity report for Human-in-the-Loop Multi-Agent Ventilator Decision Support with Contextual Bandit Preference Learning

A machine-verified record of the checks Pith has run against this paper: detector runs, findings, signed bundle events, and canonical identifiers.

arXiv:2605.23320 · pith:2026:UOPKMNJTC43DWQXVV4MUESBVGW

0Critical
0Advisory
6Detectors run
2026-05-31Last checked

Paper page arXiv integrity.json bundle.json

Detector runs

doi_compliance completed v1.0.0 · findings 0 · 2026-05-31 05:09:26.155491+00:00
doi_title_agreement completed v1.0.0 · findings 0 · 2026-05-31 04:34:20.272006+00:00
claim_evidence completed v1.0.0 · findings 0 · 2026-05-28 14:24:51.677946+00:00
citation_quote_validity completed v0.1.0 · findings 0 · 2026-05-25 17:50:32.143196+00:00
cited_work_retraction completed v1.0.0 · findings 0 · 2026-05-25 11:53:17.523626+00:00
ai_meta_artifact skipped v1.0.0 · findings 0 · 2026-05-25 03:34:39.892919+00:00

Findings

No public integrity findings for this paper.

Signed record

The machine-readable record for this paper lives at /pith/UOPKMNJT/integrity.json. Pith Number bundles also include signed pith.integrity.v1 events where a Pith Number exists.