Identification of transdiagnostic phenomena among patients, the general population, relatives, and mental health professionals using topic modeling techniques

Alexis Vancappel, Hugo Kazzi, Hayfa Zgaya-Biau, Rodolphe Saur, Eva Fourel, Robert Courtois, Géraldine Tapia, Thierry Kosinski, Arnaud Carré, Catherine Bortolon, Fanny Marteau-Chasserieau, Lucia Romo, Celine Baeyens, Yannick Morvan, Chrystel Besche-Richard, Wissam El-Hage

Open source

DOI: 10.3389/fpsyg.2025.1715108
Published: 2026-01-06
Container: Frontiers in Psychology
Publisher: Frontiers Media SA
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:10.3389/fpsyg.2025.1715108,
  title = {Identification of transdiagnostic phenomena among patients, the general population, relatives, and mental health professionals using topic modeling techniques},
  author = {Alexis Vancappel and Hugo Kazzi and Hayfa Zgaya-Biau and Rodolphe Saur and Eva Fourel and Robert Courtois and Géraldine Tapia and Thierry Kosinski and Arnaud Carré and Catherine Bortolon and Fanny Marteau-Chasserieau and Lucia Romo and Celine Baeyens and Yannick Morvan and Chrystel Besche-Richard and Wissam El-Hage},
  year = {2026},
  journal = {Frontiers in Psychology},
  doi = {10.3389/fpsyg.2025.1715108},
  url = {https://doi.org/10.3389/fpsyg.2025.1715108}
}

RIS

TY  - JOUR
TI  - Identification of transdiagnostic phenomena among patients, the general population, relatives, and mental health professionals using topic modeling techniques
AU  - Alexis Vancappel
AU  - Hugo Kazzi
AU  - Hayfa Zgaya-Biau
AU  - Rodolphe Saur
AU  - Eva Fourel
AU  - Robert Courtois
AU  - Géraldine Tapia
AU  - Thierry Kosinski
AU  - Arnaud Carré
AU  - Catherine Bortolon
AU  - Fanny Marteau-Chasserieau
AU  - Lucia Romo
AU  - Celine Baeyens
AU  - Yannick Morvan
AU  - Chrystel Besche-Richard
AU  - Wissam El-Hage
PY  - 2026
JO  - Frontiers in Psychology
DO  - 10.3389/fpsyg.2025.1715108
UR  - https://doi.org/10.3389/fpsyg.2025.1715108
ER  -

APA

Vancappel, A., Kazzi, H., Zgaya-Biau, H., Saur, R., Fourel, E., Courtois, R., Tapia, G., Kosinski, T., Carré, A., Bortolon, C., Marteau-Chasserieau, F., Romo, L., Baeyens, C., Morvan, Y., Besche-Richard, C., & El-Hage, W. (2026). Identification of transdiagnostic phenomena among patients, the general population, relatives, and mental health professionals using topic modeling techniques. Frontiers in Psychology. https://doi.org/10.3389/fpsyg.2025.1715108

Source records

crossref · retrieved 2026-11-11T00:23:15.892Z