Celeus
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How to cite Celeus.

Cite the software you used and, if you rely on it, the validation report as a separate reference. Replace the bracketed and date fill-ins.

The software

The engine version is not printed on this page, because it changes with each release. Copy it from the Engine: line in the README of your own reproducible package, so the reference names the version that produced your result.

Plain text

Celeus LLC. Celeus (engine version [engine version]) [Computer software]. https://celeus.ai. Accessed YYYY-MM-DD.

BibTeX

@misc{celeus,
  author       = {{Celeus LLC}},
  title        = {Celeus},
  howpublished = {\url{https://celeus.ai}},
  note         = {Engine version [engine version]. Accessed YYYY-MM-DD}
}

The validation report

The validation report is its own reference. Cite the version DOI: it pins the exact report.

Plain text

Celeus LLC. Celeus engine validation report [Technical report]. https://doi.org/10.5281/zenodo.23308990. Accessed YYYY-MM-DD.

All versions of this report: https://doi.org/10.5281/zenodo.23308989

BibTeX

@techreport{celeus-validation,
  author      = {{Celeus LLC}},
  title       = {Celeus engine validation report},
  institution = {Celeus LLC},
  year        = {YYYY},
  url         = {https://celeus.ai/validation/},
  doi         = {10.5281/zenodo.23308990},
  note        = {Accessed YYYY-MM-DD}
}

What the validation covers, and what it does not

The report ran 168 cases across 39 test types and compared 641 reported values. These are counts of the checks the report ran, not a score.

Covers

  • Numeric agreement with an independent R computation for every case (0 unexplained divergences).
  • A literature-anchored subset: 16 cases whose numbers also match a published value.
  • A certified-reference subset: 11 cases checked against values certified by a standards body.
  • A test-selection evaluation: 150 cases, of which 129 proposed the correct family of test.
  • A reproducibility sweep: 41 cases re-run and compared.

Does not cover

  • Review by an independent statistician, which the report names as the next step.
  • The wording of the AI-written plain-language interpretation.
  • Clinical decision support. Celeus is a research statistics tool.
  • Anything outside the test types the report lists.

Also cite R and the R packages

The session information in your reproducible package lists R and every package that produced the result. R's own reference comes from running citation() in R, and citation("packagename") gives the entry for a package.

Citation metadata

Machine-readable files for reference managers and indexers: CITATION.cff and codemeta.json.

More for libraries and instructors: Celeus for institutions. Questions: contact us.