The detectability paradox: bilingual medical report generation with open-weight models and the limits of human oversight.

Rouhizadeh H, Sandralegar A, Yazdani A, Feng W, Schreier O, Ahn-Kim Y, Sirbal A, Pirelli V, Yang R, Sveikata L, Tessitore E, Liu N, Bijlenga P, Teodoro D.

Open source

DOI: 10.1093/jamia/ocag070
Published: 2026-07-01
Container: J Am Med Inform Assoc
Publisher: Not recorded
Open access: yes

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Cite this work

BibTeX

@article{allodium:10.1093/jamia/ocag070,
  title = {The detectability paradox: bilingual medical report generation with open-weight models and the limits of human oversight.},
  author = {Rouhizadeh H and  Sandralegar A and  Yazdani A and  Feng W and  Schreier O and  Ahn-Kim Y and  Sirbal A and  Pirelli V and  Yang R and  Sveikata L and  Tessitore E and  Liu N and  Bijlenga P and  Teodoro D.},
  year = {2026},
  journal = {J Am Med Inform Assoc},
  doi = {10.1093/jamia/ocag070},
  url = {https://doi.org/10.1093/jamia/ocag070}
}

RIS

TY  - JOUR
TI  - The detectability paradox: bilingual medical report generation with open-weight models and the limits of human oversight.
AU  - Rouhizadeh H
AU  -  Sandralegar A
AU  -  Yazdani A
AU  -  Feng W
AU  -  Schreier O
AU  -  Ahn-Kim Y
AU  -  Sirbal A
AU  -  Pirelli V
AU  -  Yang R
AU  -  Sveikata L
AU  -  Tessitore E
AU  -  Liu N
AU  -  Bijlenga P
AU  -  Teodoro D.
PY  - 2026
JO  - J Am Med Inform Assoc
DO  - 10.1093/jamia/ocag070
UR  - https://doi.org/10.1093/jamia/ocag070
ER  -

APA

H, R., A, S., A, Y., W, F., O, S., Y, A., A, S., V, P., R, Y., L, S., E, T., N, L., P, B., & D., T. (2026). The detectability paradox: bilingual medical report generation with open-weight models and the limits of human oversight.. J Am Med Inform Assoc. https://doi.org/10.1093/jamia/ocag070

Source records

europe-pmc · retrieved 2026-09-26T14:50:42.632Z