Psychological inflexibility and resilience in anxiety: insights from machine-learning and robust mediation-based models.

Mostardinha AF, Sousa D, Senra H, Simões M, Pina Rodrigues A, Vagos P, Castelo-Branco M

Open source

DOI: 10.3389/fpsyt.2026.1769001
Published: 2026
Container: Frontiers in psychiatry
Publisher: Not recorded
Open access: yes

Credibility signals

uncertain Score 53/100 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
supportingDirectory of Open Access Journals: A matching record was returned by DOAJ. 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/fpsyt.2026.1769001,
  title = {Psychological inflexibility and resilience in anxiety: insights from machine-learning and robust mediation-based models.},
  author = {Mostardinha AF and Sousa D and Senra H and Simões M and Pina Rodrigues A and Vagos P and Castelo-Branco M},
  year = {2026},
  journal = {Frontiers in psychiatry},
  doi = {10.3389/fpsyt.2026.1769001},
  url = {https://doi.org/10.3389/fpsyt.2026.1769001}
}

RIS

TY  - JOUR
TI  - Psychological inflexibility and resilience in anxiety: insights from machine-learning and robust mediation-based models.
AU  - Mostardinha AF
AU  - Sousa D
AU  - Senra H
AU  - Simões M
AU  - Pina Rodrigues A
AU  - Vagos P
AU  - Castelo-Branco M
PY  - 2026
JO  - Frontiers in psychiatry
DO  - 10.3389/fpsyt.2026.1769001
UR  - https://doi.org/10.3389/fpsyt.2026.1769001
ER  -

APA

AF, M., D, S., H, S., M, S., A, P. R., P, V., & M, C. (2026). Psychological inflexibility and resilience in anxiety: insights from machine-learning and robust mediation-based models.. Frontiers in psychiatry. https://doi.org/10.3389/fpsyt.2026.1769001

Source records

pubmed · retrieved 2026-09-25T21:53:13.163Z
europe-pmc · retrieved 2026-09-25T21:53:13.179Z
doaj · retrieved 2026-09-25T21:53:13.171Z