|
{ |
|
"numeric_cols": [ |
|
"Height (cm)", |
|
"Weight (kg)", |
|
"BMI", |
|
"Weekly consumption of vegetables (portions)", |
|
"Weekly consumption of fruits (portions)", |
|
"Weekly consumption of whole grains (portions)", |
|
"Weekly consumption of animal proteins (portions)", |
|
"Weekly consumption of plant proteins (portions)", |
|
"Weekly consumption of dairy products (portions)", |
|
"Weekly consumption of fermented foods (portions)", |
|
"Daily water intake (liters)", |
|
"Weekly frequency of physical activity (per week)", |
|
"Average sleep hours (hours)", |
|
"Stress level (1-10 scale)" |
|
], |
|
"categorical_cols": [ |
|
"Medical conditions", |
|
"Medications in use", |
|
"Residential Address", |
|
"Previous gastrointestinal issues", |
|
"Family history of diseases", |
|
"Previous surgeries", |
|
"Previous therapies", |
|
"Frequency of bowel movements", |
|
"Stool consistency (Bristol scale)", |
|
"Presence of bloating", |
|
"Presence of gas", |
|
"Presence of abdominal pain", |
|
"Difficult digestion", |
|
"Known intolerances", |
|
"Food allergies", |
|
"Current diet", |
|
"Alcohol consumption", |
|
"Meal times", |
|
"Physical activity type", |
|
"Smoking status (Yes/No, quantity)", |
|
"Recent use of antibiotics", |
|
"Regular medications", |
|
"Diagnosed conditions", |
|
"Abdominal surgeries", |
|
"Relevant family history", |
|
"Probiotics", |
|
"Prebiotics", |
|
"Vitamins", |
|
"Minerals", |
|
"Other supplements", |
|
"Current status of microbiota", |
|
"Intestinal health indicators", |
|
"Comparison with optimal values", |
|
"Supplement Plan - Recommended products", |
|
"Supplement Plan - Dosages and timings", |
|
"Supplement Plan - Intake tracking", |
|
"Supplement Plan - Automatic reminders", |
|
"Meal Plan - Recommended/avoided foods", |
|
"Weekly menu", |
|
"Personalized recipes" |
|
], |
|
"output_dims": { |
|
"BMI": 1, |
|
"Intestinal health indicators": 5, |
|
"Comparison with optimal values": 3 |
|
}, |
|
"target_cols": [ |
|
"BMI", |
|
"Intestinal health indicators", |
|
"Comparison with optimal values" |
|
] |
|
} |