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#machine learning Preprint Oct 2026

What Accuracy Hides In Learned Transformer Programs

This work examines how program inspection provides insights beyond accuracy scores and helps guide training and assessed training data improvements informed by program inspection and failure analysis, finding gains in sequence accuracy on several tasks.

Jonathan M. Lee, N. Oozeer, P. Quirke · 0 citations
Open access Sep 2026

Systemic inflammation and prognosis in patients with RAS / BRAF wild‐type metastatic colorectal cancer receiving anti‐EGFR therapy: A real‐world cohort study

Abstract Aim Colorectal cancer outcomes are heterogeneous, so greater prognostic discrimination is needed. In this retrospective real‐world analysis, we assessed the prognostic effect of markers of systemic inflammation in a cohort of patients with RAS/BRAF wild‐type metastatic colorectal cancer (mCRC) who received ant...

Jordan W. Appleyard, Faye Elliott, Nancy Sapanara et al. · 0 citations

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