Severity Stratification Changes What Hallucination Rates Mean: An Item-Matched Audit of Five Large Language Models in Orthodontic Decision Support

Ferdi Allaf, Mustafa Ozcan

Open source

DOI
10.3390/diagnostics16193180
Published
2026-09-30
Container
Diagnostics
Publisher
MDPI AG
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

Cite this work

BibTeX

@article{allodium:10.3390/diagnostics16193180,
  title = {Severity Stratification Changes What Hallucination Rates Mean: An Item-Matched Audit of Five Large Language Models in Orthodontic Decision Support},
  author = {Ferdi Allaf and Mustafa Ozcan},
  year = {2026},
  journal = {Diagnostics},
  doi = {10.3390/diagnostics16193180},
  url = {https://doi.org/10.3390/diagnostics16193180}
}

RIS

TY  - JOUR
TI  - Severity Stratification Changes What Hallucination Rates Mean: An Item-Matched Audit of Five Large Language Models in Orthodontic Decision Support
AU  - Ferdi Allaf
AU  - Mustafa Ozcan
PY  - 2026
JO  - Diagnostics
DO  - 10.3390/diagnostics16193180
UR  - https://doi.org/10.3390/diagnostics16193180
ER  - 

APA

Allaf, F., & Ozcan, M. (2026). Severity Stratification Changes What Hallucination Rates Mean: An Item-Matched Audit of Five Large Language Models in Orthodontic Decision Support. Diagnostics. https://doi.org/10.3390/diagnostics16193180

Source records