Zero-shot evaluation of open vision-language models as System 1 decision models on radiology tasks

Bradley J Erickson, Sara Salehi

Purpose: We compared two multimodal System 1 decision models, Clef 27B and d1 3B, with a traditional LLM (Qwen 3.8-27B) on seven radiology tasks covering text, radiographs, CT and…