Natalie Irwin

Artificial intelligence can match domain experts in evidence extraction and critical appraisal of microbial oncogenesis research publications

This evidence supports use of LLMs for automated systematic evidence synthesis, however, methodological appraisal tasks and contradiction identification in full-text papers remain weaknesses requiring further investigation, strengthening, and possibly multi-model strategies.