• Patients: Individuals who have received a genetic lab report and need clarification on the terminologies and results can use this application to gain better insight into their health information.
• Healthcare Professionals: Doctors, nurses, and other medical staff can utilize the app to quickly translate genetic reports into simpler terms for discussion with patients or colleagues who may not be specialists in genetics.
• Medical Students and Educators: The application can be a valuable educational tool for students learning about genetics, helping them understand real-world genetic reports.
• Researchers: Scientists conducting genetic research might use the application to accelerate the process of interpreting multiple lab reports efficiently.

• Language Constraints: The tool currently supports explanations in English, potentially limiting use by speakers of other languages.
• Complexity of Medical Information: While the app aims to simplify medical documents, it may not capture the nuance of extremely complex medical or legal language.
• Medical or Legal Advice: The app does not provide medical/legal advice and should not be used as a substitute for professional medical/legal consultation.
• Data Privacy: When the authors of the paper "Protected Health Information filter (Philter): accurately and securely de-identifying free-text clinical notes" evaluated the Philter library, it removed 99.4% of PHI in the clinical notes. While impressive, it is not perfect and can sometimes miss edge cases.

The efficacy of the application in explaining genetic lab reports relies on the advanced capabilities of the GPT-4 model, which has been trained on a diverse range of texts (including peer-reviewed genetic articles) for comprehensive understanding and generation of human-like text. User feedback and iterative improvements are crucial for enhancing the application's performance.

• Privacy and Security: A key feature is the commitment to user privacy, using the Philter library to deidentify personal information (PHI and PII) within the uploaded documents.
• Empathy in AI: Recognizing the sensitive nature of medical documents, the app is programmed to respond empathetically, thereby fostering trust.
• User Empowerment: By demystifying genetic lab reports, the app empowers users to make informed decisions regarding their healthcare.