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Supplementary materials for: Text-dominant decision-making by large multimodal models in dermatology clinical challenges

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Mendeley Data2026-04-18 收录
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Supplemental Table 1: Metadata of JDCR case challenge Supplemental Table 2.1: Prompts used to query LMMs Supplemental Table 2.2: Answers from ChatGPT-o1 (“o1-2024-12-17”) to Case Challenge under three input conditions. Supplemental Table 2.3: Answers from ChatGPT-5.2 (“gpt-5.2-2025-12-11”) to Case Challenge under three input conditions. Supplemental Table 2.4: Answers from Gemini 3 (“gemini-3-pro-preview”) to Case Challenge under three input conditions. Supplemental Table 2.5: Answers from Mistral (“pixtral-large-2411”) to Case Challenge under three input conditions. Other Supplemental Results +Supplemental Figure 1: Distribution of model-generated explanations in semantic embedding space +Supplemental Table 3: Default API settings of each compared model +Supplemental Table 4: Consistency of answer choice selection across runs +Supplemental Table 5: Comparison of single-run and mean accuracies +Supplemental Table 6: Analysis of image-anchored model explanations +Appendix: Annotations of image-anchored explanations for 10 vignettes

补充表1:JDCR病例挑战赛元数据 补充表2.1:用于查询多模态大语言模型 (Large Multimodal Models, LMMs) 的提示词 补充表2.2:ChatGPT-o1(“o1-2024-12-17”)在三种输入条件下针对病例挑战赛的作答结果 补充表2.3:ChatGPT-5.2(“gpt-5.2-2025-12-11”)在三种输入条件下针对病例挑战赛的作答结果 补充表2.4:Gemini 3(“gemini-3-pro-preview”)在三种输入条件下针对病例挑战赛的作答结果 补充表2.5:Mistral(“pixtral-large-2411”)在三种输入条件下针对病例挑战赛的作答结果 其他补充结果 + 补充图1:模型生成解释的语义嵌入空间分布 + 补充表3:各对比模型的默认API设置 + 补充表4:多次运行中答案选项选择的一致性 + 补充表5:单次运行与平均准确率的对比分析 + 补充表6:基于图像锚定的模型解释分析 + 附录:10个示例片段的图像锚定解释标注
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2026-04-13
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