What's in a name? Gender and ethnic bias in letters of recommendation by large language models.

Johnson S, Rai S, Saleh Y, Greek A, Levy G, Yanagawa B

Open source

DOI
10.1016/j.xjon.2026.101853
Published
2026 Aug
Container
JTCVS open
Publisher
Not recorded
Open access
yes

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BibTeX

@article{allodium:10.1016/j.xjon.2026.101853,
  title = {What's in a name? Gender and ethnic bias in letters of recommendation by large language models.},
  author = {Johnson S and Rai S and Saleh Y and Greek A and Levy G and Yanagawa B},
  year = {2026},
  journal = {JTCVS open},
  doi = {10.1016/j.xjon.2026.101853},
  url = {https://doi.org/10.1016/j.xjon.2026.101853}
}

RIS

TY  - JOUR
TI  - What's in a name? Gender and ethnic bias in letters of recommendation by large language models.
AU  - Johnson S
AU  - Rai S
AU  - Saleh Y
AU  - Greek A
AU  - Levy G
AU  - Yanagawa B
PY  - 2026
JO  - JTCVS open
DO  - 10.1016/j.xjon.2026.101853
UR  - https://doi.org/10.1016/j.xjon.2026.101853
ER  -

APA

S, J., S, R., Y, S., A, G., G, L., & B, Y. (2026). What's in a name? Gender and ethnic bias in letters of recommendation by large language models.. JTCVS open. https://doi.org/10.1016/j.xjon.2026.101853

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