Structural requirements for intelligent clinical digital twins in feedback-driven care.
- DOI
- 10.1038/s44401-026-00143-7
- Published
- 2026 Sep 2
- Container
- npj health systems
- 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:10.1038/s44401-026-00143-7,
title = {Structural requirements for intelligent clinical digital twins in feedback-driven care.},
author = {Wang Y and Smith GE and Lipori GP and Sun RC and Shenkman EA and Liu M and Wu Y and Guo Y},
year = {2026},
journal = {npj health systems},
doi = {10.1038/s44401-026-00143-7},
url = {https://doi.org/10.1038/s44401-026-00143-7}
}RIS
TY - JOUR TI - Structural requirements for intelligent clinical digital twins in feedback-driven care. AU - Wang Y AU - Smith GE AU - Lipori GP AU - Sun RC AU - Shenkman EA AU - Liu M AU - Wu Y AU - Guo Y PY - 2026 JO - npj health systems DO - 10.1038/s44401-026-00143-7 UR - https://doi.org/10.1038/s44401-026-00143-7 ER -
APA
Y, W., GE, S., GP, L., RC, S., EA, S., M, L., Y, W., & Y, G. (2026). Structural requirements for intelligent clinical digital twins in feedback-driven care.. npj health systems. https://doi.org/10.1038/s44401-026-00143-7
Source records
- pubmed · retrieved 2026-09-25T19:14:35.493Z