Bias Amplification Cascade: LLM Benchmark for African Health Equity

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Authors: Manuel Corpas, Allan Kalungi, Ndure Sainabou, Heinner Guio, Ojewunmi Oyesola, Fatumo Segun
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Abstract

Analysis code, data, and results for "The Bias Amplification Cascade" (Communications Biology 2026). 10,500 queries across 6 frontier LLMs, 175 GBD diseases, 10 biomedical domains.

Fields of Study & Subjects

Ethics and Social Impacts of AI Artificial Intelligence in Healthcare and Education Diversity and Career in Medicine

Publication details

Publication date
16 March 2026
Language
EN