Ethical and secure evidence generation from regionwide clinical data through a collaborative environment for advancing predictive care.
- DOI
- 10.3389/fpubh.2025.1630351
- Published
- 2025
- Container
- Frontiers in public 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.
- cautionDOI resolves: No matching Crossref record was present in this response.
- 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.
- not scoredMEDLINE indexed: Not checked or no result supplied; no credibility inference made.
- not scoredOpenAlex core source: Not checked or no result supplied; no credibility inference made.
- not scoredKnown publisher allow-list: Not checked or no result supplied; no credibility inference made.
- not scoredROR affiliation: Not checked or no result supplied; no credibility inference made.
- not scoredRetraction Watch retraction: No retraction notice matched this DOI in the deployed snapshot. No matching event found; coverage may be incomplete.
- 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.
- not scoredRetraction Watch correction: No correction notice matched this DOI in the deployed snapshot. No matching event found; coverage may be incomplete.
- not scoredRetraction Watch reinstatement: No reinstatement notice matched this DOI in the deployed snapshot. No matching event found; coverage may be incomplete.
- supportingOpen access status: Normalized open-access status: open.
- not scoredPublication license: Not checked or no result supplied; no credibility inference made.
- not scoredPublication version: A publication version was supplied but is not scored.
- cautionMetadata completeness: 5 of 6 scored descriptive metadata groups are present; missing fields increase uncertainty.
Cite this work
BibTeX
@article{allodium:10.3389/fpubh.2025.1630351,
title = {Ethical and secure evidence generation from regionwide clinical data through a collaborative environment for advancing predictive care.},
author = {Muñoyerro-Muñiz D and Villegas R and de la Oliva V and Esteban-Medina A and Fernández Del Valle P and Sánchez A and Susin MB and Gutierrez-Alvarez I and Reboredo M and Alejos L and Loucera C and Dopazo J},
year = {2025},
journal = {Frontiers in public health},
doi = {10.3389/fpubh.2025.1630351},
url = {https://doi.org/10.3389/fpubh.2025.1630351}
}RIS
TY - JOUR TI - Ethical and secure evidence generation from regionwide clinical data through a collaborative environment for advancing predictive care. AU - Muñoyerro-Muñiz D AU - Villegas R AU - de la Oliva V AU - Esteban-Medina A AU - Fernández Del Valle P AU - Sánchez A AU - Susin MB AU - Gutierrez-Alvarez I AU - Reboredo M AU - Alejos L AU - Loucera C AU - Dopazo J PY - 2025 JO - Frontiers in public health DO - 10.3389/fpubh.2025.1630351 UR - https://doi.org/10.3389/fpubh.2025.1630351 ER -
APA
D, M., R, V., V, D. L. O., A, E., P, F. D. V., A, S., MB, S., I, G., M, R., L, A., C, L., & J, D. (2025). Ethical and secure evidence generation from regionwide clinical data through a collaborative environment for advancing predictive care.. Frontiers in public health. https://doi.org/10.3389/fpubh.2025.1630351
Source records
- pubmed · retrieved 2026-09-25T08:40:19.140Z