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Department of Diagnostics and Intervention, Radiation Physics, Biomedical Engineering, Umeå University, Umeå, Sweden
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High report quality in VLMs can mask a dangerous reliance on visual shortcuts, revealing a critical flaw in how we evaluate radiology report generation.