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Distopia22/Icd-cpt-coding-api

sourceHugging Facemitupdated 10mo agoView on Hugging Face
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response_models.py38 linesDownload Raw Back to models
1from pydantic import BaseModel, Field2from typing import List3 4class ICDCode(BaseModel):5    code: str = Field(..., description="ICD-10 diagnosis code")6    description: str = Field(..., description="Description of the diagnosis")7    explanation: str = Field(..., description="Explanation for why this code was selected")8 9class CPTCode(BaseModel):10    code: str = Field(..., description="CPT procedure code")11    description: str = Field(..., description="Description of the procedure/service")12    explanation: str = Field(..., description="Explanation for why this code was selected")13 14class CodingResponse(BaseModel):15    icd_codes: List[ICDCode] = Field(default_factory=list, description="List of ICD-10 codes")16    cpt_codes: List[CPTCode] = Field(default_factory=list, description="List of CPT codes")17    overall_summary: str = Field(..., description="Overall summary of coding decisions")18    19    class Config:20        json_schema_extra = {21            "example": {22                "icd_codes": [23                    {24                        "code": "J20.9",25                        "description": "Acute bronchitis, unspecified",26                        "explanation": "Patient presents with acute bronchitis as documented in provider notes"27                    }28                ],29                "cpt_codes": [30                    {31                        "code": "99213",32                        "description": "Office visit, established patient",33                        "explanation": "Comprehensive examination performed as documented"34                    }35                ],36                "overall_summary": "Patient encounter for acute bronchitis with examination and treatment"37            }38        }