from typing import List, Dict, Any from pydantic import Field from agent_system.base import BaseResponseModel class DiseaseAnalysisResult(BaseResponseModel): """ 疾病上下文分析结果模型 """ disease_category: str = Field( ..., description="疾病类别(如:神经系统疾病、心血管疾病、呼吸系统疾病等)" ) suspected_conditions: List[str] = Field( default_factory=list, description="可能的疾病诊断列表" ) onset_pattern: str = Field( ..., description="起病模式(急性、亚急性、慢性)" ) severity_level: str = Field( ..., description="疾病严重程度(轻度、中度、重度)" ) evaluation_priorities: Dict[str, List[str]] = Field( default_factory=dict, description="各子任务的评估重点,key为子任务名称,value为重点因素列表" ) medical_reasoning: str = Field( ..., description="医学分析推理过程" )