Implementing generative pretrained transformer models for text recognition tasks in safety data sheets

Floris Pekel, Gino Kalkman, Erik Lemcke, Robin van Stokkum, Anjoeka Pronk, Lode Godderis, Janne Goossens, Hilde De Raeve, Eddy Coene, Eelco Kuijpers

Open source

DOI: 10.1093/annweh/wxaf081
Published: 2025-11-24
Container: Annals of Work Exposures and Health
Publisher: Oxford University Press (OUP)
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:10.1093/annweh/wxaf081,
  title = {Implementing generative pretrained transformer models for text recognition tasks in safety data sheets},
  author = {Floris Pekel and Gino Kalkman and Erik Lemcke and Robin van Stokkum and Anjoeka Pronk and Lode Godderis and Janne Goossens and Hilde De Raeve and Eddy Coene and Eelco Kuijpers},
  year = {2025},
  journal = {Annals of Work Exposures and Health},
  doi = {10.1093/annweh/wxaf081},
  url = {https://doi.org/10.1093/annweh/wxaf081}
}

RIS

TY  - JOUR
TI  - Implementing generative pretrained transformer models for text recognition tasks in safety data sheets
AU  - Floris Pekel
AU  - Gino Kalkman
AU  - Erik Lemcke
AU  - Robin van Stokkum
AU  - Anjoeka Pronk
AU  - Lode Godderis
AU  - Janne Goossens
AU  - Hilde De Raeve
AU  - Eddy Coene
AU  - Eelco Kuijpers
PY  - 2025
JO  - Annals of Work Exposures and Health
DO  - 10.1093/annweh/wxaf081
UR  - https://doi.org/10.1093/annweh/wxaf081
ER  -

APA

Pekel, F., Kalkman, G., Lemcke, E., Stokkum, R. V., Pronk, A., Godderis, L., Goossens, J., Raeve, H. D., Coene, E., & Kuijpers, E. (2025). Implementing generative pretrained transformer models for text recognition tasks in safety data sheets. Annals of Work Exposures and Health. https://doi.org/10.1093/annweh/wxaf081

Source records

crossref · retrieved 2026-09-26T21:21:06.065Z