Author

Anthonio Oladimeji Gabriel

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Jul 2026

IyawoBench v2.0: Extended Diagnostic Evaluation of Large Language Model Clinical Triage in Nigerian Primary Care

IyawoBench v2.0 provides both a rigorous benchmark and a diagnostic framework transferable to any triage-style clinical AI evaluation, and proposes the Escalation Bias Index and Expected Deployment Cost as novel metrics that expose failure modes hidden by conventional accuracy and sensitivity scores.

Anthonio Oladimeji Gabriel, Dimeji AbdulSobur Olawuyi · arXiv.org · 0 citations

Jul 2026

Safety That Does Not Transfer: Cross-Lingual Clinical Correctness Drift in Deployable Medical Language Models

Whether clinical safety established in English transfers to Hausa is asked, and whether any failure is attributable to the language, the clinical task, or the class of model that low-resource deployment admits.

Anthonio Oladimeji Gabriel, Dimeji AbdulSobur Olawuyi, T. Ajayi et al. · arXiv.org · 0 citations