SynthCraft: An AI partner for synthetic data generation to support data access and augmentation in healthcare.

Callender T, Boyd A, Davis R, Ruhrberg Estevez S, Lavista Ferres JM, van der Schaar M

DOI: 10.1371/journal.pdig.0001290
Published: 2026 Mar
Container: PLOS digital health
Publisher: Not recorded
Open access: yes

Credibility signals

limited evidence Score 45/100 under policy 1.0.0. This is a metadata assessment, not a judgment of the paper's conclusions.

Show all credibility signals

cautionDOI registered: No matching Crossref record was present in this response. Source: Crossref; license: CC0 metadata
cautionDOI resolves: No matching Crossref record was present in this response. Source: Crossref; license: CC0 metadata
not scoredDirectory of Open Access Journals: No matching DOAJ record was present in this response. No allow-list match; this is not evidence of low credibility. Source: DOAJ; license: CC0
not scoredMEDLINE indexed: Not checked or no result supplied; no credibility inference made. Source: No authority result supplied; license: Unknown
not scoredOpenAlex core source: Not checked or no result supplied; no credibility inference made. Source: No authority result supplied; license: Unknown
not scoredKnown publisher allow-list: Not checked or no result supplied; no credibility inference made. Source: No authority result supplied; license: Unknown
not scoredROR affiliation: Not checked or no result supplied; no credibility inference made. Source: No authority result supplied; license: Unknown
not scoredRetraction Watch retraction: No retraction notice matched this DOI in the deployed snapshot. No matching event found; coverage may be incomplete. Source: Retraction Watch; license: CC BY 4.0
not scoredRetraction Watch expression of concern: No expression of concern notice matched this DOI in the deployed snapshot. No matching event found; coverage may be incomplete. Source: Retraction Watch; license: CC BY 4.0
not scoredRetraction Watch correction: No correction notice matched this DOI in the deployed snapshot. No matching event found; coverage may be incomplete. Source: Retraction Watch; license: CC BY 4.0
not scoredRetraction Watch reinstatement: No reinstatement notice matched this DOI in the deployed snapshot. No matching event found; coverage may be incomplete. Source: Retraction Watch; license: CC BY 4.0
supportingOpen access status: Normalized open-access status: open. Source: Normalized work metadata; license: Caller-provided; provenance license not supplied to scorer
not scoredPublication license: Not checked or no result supplied; no credibility inference made. Source: No authority result supplied; license: Unknown
not scoredPublication version: A publication version was supplied but is not scored. Source: Normalized work metadata; license: Caller-provided; provenance license not supplied to scorer
cautionMetadata completeness: 5 of 6 scored descriptive metadata groups are present; missing fields increase uncertainty. Source: Normalized work metadata; license: Caller-provided; provenance license not supplied to scorer

Cite this work

BibTeX

@article{allodium:10.1371/journal.pdig.0001290,
  title = {SynthCraft: An AI partner for synthetic data generation to support data access and augmentation in healthcare.},
  author = {Callender T and Boyd A and Davis R and Ruhrberg Estevez S and Lavista Ferres JM and van der Schaar M},
  year = {2026},
  journal = {PLOS digital health},
  doi = {10.1371/journal.pdig.0001290},
  url = {https://doi.org/10.1371/journal.pdig.0001290}
}

RIS

TY  - JOUR
TI  - SynthCraft: An AI partner for synthetic data generation to support data access and augmentation in healthcare.
AU  - Callender T
AU  - Boyd A
AU  - Davis R
AU  - Ruhrberg Estevez S
AU  - Lavista Ferres JM
AU  - van der Schaar M
PY  - 2026
JO  - PLOS digital health
DO  - 10.1371/journal.pdig.0001290
UR  - https://doi.org/10.1371/journal.pdig.0001290
ER  -

APA

T, C., A, B., R, D., S, R. E., JM, L. F., & M, V. D. S. (2026). SynthCraft: An AI partner for synthetic data generation to support data access and augmentation in healthcare.. PLOS digital health. https://doi.org/10.1371/journal.pdig.0001290

Source records

pubmed · retrieved 2026-11-10T12:44:24.490Z
europe-pmc · retrieved 2026-11-10T12:44:24.511Z