Prompts Without Evidence: How Neuroimaging Mentions Shift Clinical Vision-Language Model Predictions
In this single-model intervention, preference alignment suppresses MRI-referencing behavior but reduces the augmented-condition advantage, leaving the underlying issue unresolved, and results caution against reading surface metric gains as evidence of true multimodal integration.
Doan Nam Long Vu, Simone Balloccu
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