Toward demographic robustness in digital patient twins: Addressing the gender data gap

Dana Mahr, Meike Hebich, Nora Weinberger

Open source

DOI: 10.1177/20552076251386660
Published: 2025-05
Container: DIGITAL HEALTH
Publisher: SAGE Publications
Open access: unknown

Credibility signals

uncertain Score 64/100 under policy 1.0.0. This is a metadata assessment, not a judgment of the paper's conclusions.

Show all credibility signals

supportingDOI registered: A matching record was returned by Crossref. Source: Crossref; license: CC0 metadata
supportingDOI resolves: A matching record was returned by Crossref. 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
not scoredOpen access status: Not checked or no result supplied; no credibility inference made. Source: No authority result supplied; license: Unknown
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
supportingMetadata completeness: All 6 scored descriptive metadata groups are present. Source: Normalized work metadata; license: Caller-provided; provenance license not supplied to scorer

Cite this work

BibTeX

@article{allodium:10.1177/20552076251386660,
  title = {Toward demographic robustness in digital patient twins: Addressing the gender data gap},
  author = {Dana Mahr and Meike Hebich and Nora Weinberger},
  year = {2025},
  journal = {DIGITAL HEALTH},
  doi = {10.1177/20552076251386660},
  url = {https://doi.org/10.1177/20552076251386660}
}

RIS

TY  - JOUR
TI  - Toward demographic robustness in digital patient twins: Addressing the gender data gap
AU  - Dana Mahr
AU  - Meike Hebich
AU  - Nora Weinberger
PY  - 2025
JO  - DIGITAL HEALTH
DO  - 10.1177/20552076251386660
UR  - https://doi.org/10.1177/20552076251386660
ER  -

APA

Mahr, D., Hebich, M., & Weinberger, N. (2025). Toward demographic robustness in digital patient twins: Addressing the gender data gap. DIGITAL HEALTH. https://doi.org/10.1177/20552076251386660

Source records

crossref · retrieved 2026-11-10T19:14:08.099Z