Selecting medical research data platforms for translational biomedical research: a five-tier overview and requirement-weighted assessment framework.

Jacobs M, Goudarzi S, Stücke J, Röhm R, Kanninen T, Oinonen T, Ritter P, Schirner M, Prasser F, Bhagwagar A, Matzenbach B, Schultze H, Schultze J, Göschl M, Matthies H, Evans KR, Dharsee M, Stephan C, Belz M, Gribbon P, Herzog K, Chen C, Ruau D, Dayan I, Sannyasi A, Kranzlmüller D, Zhou N, Warfsmann J, Hoffmann M, Schmidt R, Hofmann-Apitius M

Open source

DOI: 10.3389/fdgth.2026.1814015
Published: 2026
Container: Frontiers in 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:10.3389/fdgth.2026.1814015,
  title = {Selecting medical research data platforms for translational biomedical research: a five-tier overview and requirement-weighted assessment framework.},
  author = {Jacobs M and Goudarzi S and Stücke J and Röhm R and Kanninen T and Oinonen T and Ritter P and Schirner M and Prasser F and Bhagwagar A and Matzenbach B and Schultze H and Schultze J and Göschl M and Matthies H and Evans KR and Dharsee M and Stephan C and Belz M and Gribbon P and Herzog K and Chen C and Ruau D and Dayan I and Sannyasi A and Kranzlmüller D and Zhou N and Warfsmann J and Hoffmann M and Schmidt R and Hofmann-Apitius M},
  year = {2026},
  journal = {Frontiers in digital health},
  doi = {10.3389/fdgth.2026.1814015},
  url = {https://doi.org/10.3389/fdgth.2026.1814015}
}

RIS

TY  - JOUR
TI  - Selecting medical research data platforms for translational biomedical research: a five-tier overview and requirement-weighted assessment framework.
AU  - Jacobs M
AU  - Goudarzi S
AU  - Stücke J
AU  - Röhm R
AU  - Kanninen T
AU  - Oinonen T
AU  - Ritter P
AU  - Schirner M
AU  - Prasser F
AU  - Bhagwagar A
AU  - Matzenbach B
AU  - Schultze H
AU  - Schultze J
AU  - Göschl M
AU  - Matthies H
AU  - Evans KR
AU  - Dharsee M
AU  - Stephan C
AU  - Belz M
AU  - Gribbon P
AU  - Herzog K
AU  - Chen C
AU  - Ruau D
AU  - Dayan I
AU  - Sannyasi A
AU  - Kranzlmüller D
AU  - Zhou N
AU  - Warfsmann J
AU  - Hoffmann M
AU  - Schmidt R
AU  - Hofmann-Apitius M
PY  - 2026
JO  - Frontiers in digital health
DO  - 10.3389/fdgth.2026.1814015
UR  - https://doi.org/10.3389/fdgth.2026.1814015
ER  -

APA

M, J., S, G., J, S., R, R., T, K., T, O., P, R., M, S., F, P., A, B., B, M., H, S., J, S., M, G., H, M., KR, E., M, D., C, S., M, B., P, G., K, H., C, C., D, R., I, D., A, S., D, K., N, Z., J, W., M, H., R, S., & M, H. (2026). Selecting medical research data platforms for translational biomedical research: a five-tier overview and requirement-weighted assessment framework.. Frontiers in digital health. https://doi.org/10.3389/fdgth.2026.1814015

Source records

pubmed · retrieved 2026-09-25T05:47:56.602Z