Table 2 An example for case study
From: Improving patient self-description in Chinese online consultation using contextual prompts
Initial description: | 无感冒症状, 突然发烧, 嗓子红肿, 为何输液又烧?(There are no cold symptoms, got fever suddenly, and throat got inflamed. Why did he fever while receiving transfusion treatment? |
|---|---|
True label: | Fever |
No Prompts: | None |
Predicted label: | Cold |
Learned Prompts: | 左右 (about), 退烧药 (antipyretics), 血常规 (blood routine examination) |
Predicted label: | Fever |
Certainty-based Prompts: | 咳嗽 (cough), 鼻涕 (runny nose), 病毒 (virus) |
Predicted label: | Cough |
Uncertainty-based Prompts: | 复查 (re-examination), 主任 (director), 体重 (weight) |
Predicted label: | Cold |