"\n{\n    \"name\": \"Ricardo\",\n    \"surname\": \"Silva\",\n    \"age\": 62,\n    \"weight\": 95,\n    \"height\": 175,\n    \"gender\": \"male\",\n    \"dietPreferences\": [\n        \"Low Carb\",\n        \"Mediterranean\"\n    ],\n    \"allergies\": \"Shellfish (severe reaction)\",\n    \"chronicDiseases\": \"Type 2 Diabetes, Hypertension\",\n    \"medications\": \"Metformin (for diabetes), Lisinopril (for blood pressure)\",\n    \"other\": \"Retired construction worker. Lives with his wife in a small house with a large garden. Enjoys woodworking, watching soccer, and spending time with his grandchildren. Feels frustrated by his declining physical abilities and the limitations imposed by his diabetes. Secretly wants to restore a classic car. Volunteers at a local community center, helping with building repairs. Worried about the cost of healthcare and maintaining his independence as he gets older.\",\n    \"pregnancy\": \"no\",\n    \"goal\": \"Manage diabetes, improve cardiovascular health, and maintain mobility.\",\n    \"physicalActivity\": \"Light (gardening, short walks)\",\n    \"alcohol\": \"Occasionally (a glass of red wine with dinner)\",\n    \"smoking\": \"Quit 15 years ago\",\n    \"sleep\": \"Fair (6-7 hours, sometimes disrupted by frequent urination)\",\n    \"occupation\": \"Retired Construction Worker\"\n}\n"
```json
{
    "reasoning": "Given Ricardo's health conditions (diabetes, hypertension), age, and medications, a pre-workout supplement with unknown ingredients is risky. It could negatively impact blood sugar levels and blood pressure. The high processing level and potential additives are also concerning. Not aligned with his health goals.",
    "product_name": "AMERICAN FITNESS PRE-WORK VITAMINBOOST Green Apple Flavored",
    "rating": "D"
}
```