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datasets/diabetes/DIA_001.json

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+{
+  "metadata": {
+    "patient_id": "DIA_001",
+    "created_by": "synthetic_generator_v1",
+    "disease": "Diabetes Mellitus (Type 2)",
+    "version": "v1.0",
+    "created_on": "2025-11-02"
+  },
+  "demographics": {
+    "age": 52,
+    "gender": "Male",
+    "occupation": "Shopkeeper",
+    "location": "Urban",
+    "marital_status": "Married",
+    "education_level": "High School"
+  },
+  "medical_history": {
+    "duration_of_symptoms": "9 months",
+    "previous_conditions": [
+      "Hypertension"
+    ],
+    "past_surgeries": [
+      "Appendectomy"
+    ],
+    "known_allergies": [
+      "None"
+    ],
+    "childhood_illnesses": [
+      "Measles"
+    ],
+    "current_medications": [
+      "Amlodipine 5mg daily"
+    ],
+    "past_medications": [],
+    "hospitalizations": "None"
+  },
+  "family_history": {
+    "family_diabetes": "Father",
+    "family_heart_disease": "Mother",
+    "family_obesity": "None",
+    "other_conditions": "None"
+  },
+  "symptoms": {
+    "polyuria": true,
+    "polydipsia": true,
+    "polyphagia": false,
+    "fatigue": true,
+    "blurred_vision": true,
+    "weight_loss": true,
+    "slow_healing_wounds": false,
+    "tingling_feet": true,
+    "recurrent_infections": false
+  },
+  "lifestyle": {
+    "diet_type": "High in carbohydrates and sugars",
+    "exercise_frequency": "Rarely",
+    "sleep_pattern": "Irregular (5\u20136 hours)",
+    "stress_level": "High",
+    "smoking_status": "Occasional smoker",
+    "alcohol_consumption": "None",
+    "work_activity_level": "Moderate"
+  },
+  "socioeconomic_factors": {
+    "income_level": "Medium",
+    "access_to_healthcare": "Moderate",
+    "living_conditions": "Urban residence with family"
+  },
+  "vital_signs": {
+    "height_cm": 170,
+    "weight_kg": 82,
+    "bmi": 28.4,
+    "blood_pressure": "142/90",
+    "pulse_rate": 84,
+    "temperature_celsius": 36.8
+  },
+  "physical_examination": {
+    "skin_condition": "Normal",
+    "foot_examination_findings": "Slight numbness, no ulcers",
+    "vision_assessment": "Mild blurred vision",
+    "neurological_signs": "Reduced vibration sense in feet"
+  },
+  "lab_tests": {
+    "fasting_glucose_mg_dl": 168,
+    "random_glucose_mg_dl": 245,
+    "postprandial_glucose_mg_dl": 252,
+    "hba1c_percent": 8.3,
+    "cholesterol_mg_dl": 210,
+    "triglycerides_mg_dl": 175,
+    "urine_sugar": "Positive",
+    "serum_creatinine_mg_dl": 1.0,
+    "ogtt_result_mg_dl": 225
+  },
+  "diabetes_classification": {
+    "diabetes_type": "Type 2 Diabetes Mellitus",
+    "diagnosis_year": "2025",
+    "diagnosis_method": "Fasting blood glucose and HbA1c",
+    "family_history_diabetes": "Father"
+  },
+  "glycemic_monitoring": {
+    "average_fasting_glucose": 160,
+    "average_postprandial_glucose": 240,
+    "hypoglycemic_episodes_per_week": 0
+  },
+  "behavioral_routines": {
+    "meal_timing_regular": false,
+    "water_intake_per_day": "1.5 liters",
+    "sleep_duration_hours": 6
+  },
+  "co_morbid_conditions": {
+    "hypertension_present": true,
+    "obesity_present": false,
+    "thyroid_disorder_present": false,
+    "heart_disease_present": false
+  },
+  "complications_diagnostic_stage": {
+    "neuropathy_symptoms": true,
+    "retinopathy_symptoms": false,
+    "nephropathy_signs": false,
+    "foot_ulcers_present": false
+  },
+  "emotional_state_placeholder": {
+    "tone": "cooperative",
+    "mood_variability": "mild",
+    "cooperation_level": "high"
+  }
+}

datasets/diabetes/DIA_002.json

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+{
+  "metadata": {
+    "patient_id": "DIA_002",
+    "created_by": "synthetic_generator_v1",
+    "disease": "Diabetes Mellitus (Type 2)",
+    "version": "v1.0",
+    "created_on": "2025-11-02"
+  },
+  "demographics": {
+    "age": 38,
+    "gender": "Female",
+    "occupation": "Software Engineer",
+    "location": "Urban",
+    "marital_status": "Single",
+    "education_level": "Master\u2019s Degree"
+  },
+  "medical_history": {
+    "duration_of_symptoms": "6 months",
+    "previous_conditions": [
+      "Gestational diabetes (previous pregnancy)"
+    ],
+    "past_surgeries": [
+      "Cesarean section"
+    ],
+    "known_allergies": [
+      "Sulfa drugs"
+    ],
+    "childhood_illnesses": [
+      "Chickenpox"
+    ],
+    "current_medications": [],
+    "past_medications": [
+      "Insulin (during pregnancy)"
+    ],
+    "hospitalizations": "None"
+  },
+  "family_history": {
+    "family_diabetes": "Mother",
+    "family_heart_disease": "Grandfather",
+    "family_obesity": "Mother",
+    "other_conditions": "None"
+  },
+  "symptoms": {
+    "polyuria": true,
+    "polydipsia": true,
+    "polyphagia": true,
+    "fatigue": true,
+    "blurred_vision": false,
+    "weight_loss": false,
+    "slow_healing_wounds": false,
+    "tingling_feet": false,
+    "recurrent_infections": true
+  },
+  "lifestyle": {
+    "diet_type": "High in fast food, low in fiber",
+    "exercise_frequency": "Once a week",
+    "sleep_pattern": "Late-night work hours",
+    "stress_level": "Very high",
+    "smoking_status": "No",
+    "alcohol_consumption": "Occasional",
+    "work_activity_level": "Sedentary"
+  },
+  "socioeconomic_factors": {
+    "income_level": "High",
+    "access_to_healthcare": "Good",
+    "living_conditions": "Apartment in city center"
+  },
+  "vital_signs": {
+    "height_cm": 165,
+    "weight_kg": 77,
+    "bmi": 28.3,
+    "blood_pressure": "130/85",
+    "pulse_rate": 80,
+    "temperature_celsius": 36.7
+  },
+  "physical_examination": {
+    "skin_condition": "Slight dryness",
+    "foot_examination_findings": "Normal sensation",
+    "vision_assessment": "Normal",
+    "neurological_signs": "No abnormalities"
+  },
+  "lab_tests": {
+    "fasting_glucose_mg_dl": 155,
+    "random_glucose_mg_dl": 210,
+    "postprandial_glucose_mg_dl": 230,
+    "hba1c_percent": 7.9,
+    "cholesterol_mg_dl": 190,
+    "triglycerides_mg_dl": 160,
+    "urine_sugar": "Trace",
+    "serum_creatinine_mg_dl": 0.8,
+    "ogtt_result_mg_dl": 198
+  },
+  "diabetes_classification": {
+    "diabetes_type": "Type 2 Diabetes Mellitus",
+    "diagnosis_year": "2025",
+    "diagnosis_method": "Oral Glucose Tolerance Test (OGTT)",
+    "family_history_diabetes": "Mother"
+  },
+  "glycemic_monitoring": {
+    "average_fasting_glucose": 150,
+    "average_postprandial_glucose": 225,
+    "hypoglycemic_episodes_per_week": 0
+  },
+  "behavioral_routines": {
+    "meal_timing_regular": false,
+    "water_intake_per_day": "1.8 liters",
+    "sleep_duration_hours": 5
+  },
+  "co_morbid_conditions": {
+    "hypertension_present": false,
+    "obesity_present": true,
+    "thyroid_disorder_present": false,
+    "heart_disease_present": false
+  },
+  "complications_diagnostic_stage": {
+    "neuropathy_symptoms": false,
+    "retinopathy_symptoms": false,
+    "nephropathy_signs": false,
+    "foot_ulcers_present": false
+  },
+  "emotional_state_placeholder": {
+    "tone": "slightly anxious",
+    "mood_variability": "moderate",
+    "cooperation_level": "high"
+  }
+}

datasets/diabetes/DIA_003.json

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+{
+  "metadata": {
+    "patient_id": "DIA_003",
+    "created_by": "synthetic_generator_v1",
+    "disease": "Diabetes Mellitus (Type 2)",
+    "version": "v1.0",
+    "created_on": "2025-11-02"
+  },
+  "demographics": {
+    "age": 62,
+    "gender": "Male",
+    "occupation": "Farmer",
+    "location": "Rural",
+    "marital_status": "Married",
+    "education_level": "Primary School"
+  },
+  "medical_history": {
+    "duration_of_symptoms": "3 years",
+    "previous_conditions": [
+      "Hypertension",
+      "Hyperlipidemia"
+    ],
+    "past_surgeries": [],
+    "known_allergies": [],
+    "childhood_illnesses": [
+      "Measles"
+    ],
+    "current_medications": [
+      "Amlodipine"
+    ],
+    "past_medications": [],
+    "hospitalizations": "None"
+  },
+  "family_history": {
+    "family_diabetes": "Brother",
+    "family_heart_disease": "Father",
+    "family_obesity": "None",
+    "other_conditions": "None"
+  },
+  "symptoms": {
+    "polyuria": true,
+    "polydipsia": true,
+    "polyphagia": false,
+    "fatigue": true,
+    "blurred_vision": true,
+    "weight_loss": true,
+    "slow_healing_wounds": true,
+    "tingling_feet": true,
+    "recurrent_infections": false
+  },
+  "lifestyle": {
+    "diet_type": "High in carbohydrates, low vegetables",
+    "exercise_frequency": "Daily (physical labor)",
+    "sleep_pattern": "Early to bed, early to rise",
+    "stress_level": "Low",
+    "smoking_status": "Occasional",
+    "alcohol_consumption": "None",
+    "work_activity_level": "Physically active"
+  },
+  "socioeconomic_factors": {
+    "income_level": "Moderate",
+    "access_to_healthcare": "Limited (rural clinic)",
+    "living_conditions": "Rural home with family"
+  },
+  "vital_signs": {
+    "height_cm": 172,
+    "weight_kg": 83,
+    "bmi": 28.0,
+    "blood_pressure": "145/92",
+    "pulse_rate": 78,
+    "temperature_celsius": 36.9
+  },
+  "physical_examination": {
+    "skin_condition": "Dry skin, minor cracks on heels",
+    "foot_examination_findings": "Reduced sensation on soles",
+    "vision_assessment": "Blurred",
+    "neurological_signs": "Mild peripheral neuropathy"
+  },
+  "lab_tests": {
+    "fasting_glucose_mg_dl": 190,
+    "random_glucose_mg_dl": 260,
+    "postprandial_glucose_mg_dl": 275,
+    "hba1c_percent": 9.1,
+    "cholesterol_mg_dl": 230,
+    "triglycerides_mg_dl": 195,
+    "urine_sugar": "Positive",
+    "serum_creatinine_mg_dl": 1.0,
+    "ogtt_result_mg_dl": 215
+  },
+  "diabetes_classification": {
+    "diabetes_type": "Type 2 Diabetes Mellitus",
+    "diagnosis_year": "2023",
+    "diagnosis_method": "Random Blood Sugar Test + HbA1c",
+    "family_history_diabetes": "Brother"
+  },
+  "glycemic_monitoring": {
+    "average_fasting_glucose": 185,
+    "average_postprandial_glucose": 260,
+    "hypoglycemic_episodes_per_week": 0
+  },
+  "behavioral_routines": {
+    "meal_timing_regular": true,
+    "water_intake_per_day": "2.5 liters",
+    "sleep_duration_hours": 7
+  },
+  "co_morbid_conditions": {
+    "hypertension_present": true,
+    "obesity_present": false,
+    "thyroid_disorder_present": false,
+    "heart_disease_present": false
+  },
+  "complications_diagnostic_stage": {
+    "neuropathy_symptoms": true,
+    "retinopathy_symptoms": true,
+    "nephropathy_signs": false,
+    "foot_ulcers_present": false
+  },
+  "emotional_state_placeholder": {
+    "tone": "calm",
+    "mood_variability": "low",
+    "cooperation_level": "high"
+  }
+}

datasets/diabetes/DIA_004.json

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+{
+  "metadata": {
+    "patient_id": "DIA_004",
+    "created_by": "synthetic_generator_v1",
+    "disease": "Diabetes Mellitus (Type 2)",
+    "version": "v1.0",
+    "created_on": "2025-11-02"
+  },
+  "demographics": {
+    "age": 49,
+    "gender": "Female",
+    "occupation": "School Teacher",
+    "location": "Urban",
+    "marital_status": "Married",
+    "education_level": "Bachelor\u2019s Degree"
+  },
+  "medical_history": {
+    "duration_of_symptoms": "5 years",
+    "previous_conditions": [
+      "Hypertension",
+      "High Cholesterol"
+    ],
+    "past_surgeries": [
+      "Gallbladder removal (Cholecystectomy)"
+    ],
+    "known_allergies": [
+      "Penicillin"
+    ],
+    "childhood_illnesses": [
+      "Chickenpox"
+    ],
+    "current_medications": [
+      "Metformin",
+      "Atorvastatin"
+    ],
+    "past_medications": [
+      "Gliclazide"
+    ],
+    "hospitalizations": "Once (for blood pressure crisis)"
+  },
+  "family_history": {
+    "family_diabetes": "Mother",
+    "family_heart_disease": "Grandfather",
+    "family_obesity": "Sister",
+    "other_conditions": "None"
+  },
+  "symptoms": {
+    "polyuria": true,
+    "polydipsia": true,
+    "polyphagia": true,
+    "fatigue": true,
+    "blurred_vision": false,
+    "weight_loss": false,
+    "slow_healing_wounds": true,
+    "tingling_feet": true,
+    "recurrent_infections": true
+  },
+  "lifestyle": {
+    "diet_type": "Mixed diet with occasional sweets",
+    "exercise_frequency": "Low (sedentary work)",
+    "sleep_pattern": "Irregular sleep hours due to stress",
+    "stress_level": "High",
+    "smoking_status": "Non-smoker",
+    "alcohol_consumption": "Occasional (social events)",
+    "work_activity_level": "Moderate"
+  },
+  "socioeconomic_factors": {
+    "income_level": "Middle",
+    "access_to_healthcare": "Good",
+    "living_conditions": "Apartment in city"
+  },
+  "vital_signs": {
+    "height_cm": 160,
+    "weight_kg": 80,
+    "bmi": 31.2,
+    "blood_pressure": "150/95",
+    "pulse_rate": 86,
+    "temperature_celsius": 36.7
+  },
+  "physical_examination": {
+    "skin_condition": "Normal with mild dryness",
+    "foot_examination_findings": "Mild loss of sensation at toes",
+    "vision_assessment": "Normal with glasses",
+    "neurological_signs": "Mild peripheral neuropathy"
+  },
+  "lab_tests": {
+    "fasting_glucose_mg_dl": 170,
+    "random_glucose_mg_dl": 245,
+    "postprandial_glucose_mg_dl": 260,
+    "hba1c_percent": 8.5,
+    "cholesterol_mg_dl": 230,
+    "triglycerides_mg_dl": 190,
+    "urine_sugar": "Positive",
+    "serum_creatinine_mg_dl": 1.0,
+    "ogtt_result_mg_dl": 210
+  },
+  "diabetes_classification": {
+    "diabetes_type": "Type 2 Diabetes Mellitus",
+    "diagnosis_year": "2020",
+    "diagnosis_method": "Fasting Blood Sugar + HbA1c",
+    "family_history_diabetes": "Mother"
+  },
+  "glycemic_monitoring": {
+    "average_fasting_glucose": 165,
+    "average_postprandial_glucose": 240,
+    "hypoglycemic_episodes_per_week": 1
+  },
+  "behavioral_routines": {
+    "meal_timing_regular": false,
+    "water_intake_per_day": "1.8 liters",
+    "sleep_duration_hours": 6
+  },
+  "co_morbid_conditions": {
+    "hypertension_present": true,
+    "obesity_present": true,
+    "thyroid_disorder_present": false,
+    "heart_disease_present": false
+  },
+  "complications_diagnostic_stage": {
+    "neuropathy_symptoms": true,
+    "retinopathy_symptoms": false,
+    "nephropathy_signs": false,
+    "foot_ulcers_present": false
+  },
+  "emotional_state_placeholder": {
+    "tone": "concerned but cooperative",
+    "mood_variability": "moderate",
+    "cooperation_level": "high"
+  }
+}

datasets/diabetes/DIA_005.json

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+{
+  "metadata": {
+    "patient_id": "DIA_005",
+    "created_by": "synthetic_generator_v1",
+    "disease": "Diabetes Mellitus (Type 1)",
+    "version": "v1.0",
+    "created_on": "2025-11-02"
+  },
+  "demographics": {
+    "age": 27,
+    "gender": "Male",
+    "occupation": "Software Developer",
+    "location": "Urban",
+    "marital_status": "Single",
+    "education_level": "Bachelor\u2019s Degree"
+  },
+  "medical_history": {
+    "duration_of_symptoms": "8 months",
+    "previous_conditions": [
+      "Autoimmune thyroiditis (mild)"
+    ],
+    "past_surgeries": [],
+    "known_allergies": [
+      "None"
+    ],
+    "childhood_illnesses": [
+      "Mumps"
+    ],
+    "current_medications": [
+      "Insulin (basal-bolus regimen)"
+    ],
+    "past_medications": [
+      "Short trial of oral hypoglycemics (ineffective)"
+    ],
+    "hospitalizations": "Once (for diabetic ketoacidosis at diagnosis)"
+  },
+  "family_history": {
+    "family_diabetes": "None",
+    "family_heart_disease": "Grandfather",
+    "family_obesity": "None",
+    "other_conditions": "Autoimmune thyroid disorder (mother)"
+  },
+  "symptoms": {
+    "polyuria": true,
+    "polydipsia": true,
+    "polyphagia": true,
+    "fatigue": true,
+    "blurred_vision": true,
+    "weight_loss": true,
+    "slow_healing_wounds": false,
+    "tingling_feet": false,
+    "recurrent_infections": false
+  },
+  "lifestyle": {
+    "diet_type": "Balanced diet with carbohydrate counting",
+    "exercise_frequency": "Moderate (jogging 3x/week)",
+    "sleep_pattern": "Regular (midnight to 7am)",
+    "stress_level": "Moderate",
+    "smoking_status": "Non-smoker",
+    "alcohol_consumption": "Occasional",
+    "work_activity_level": "Sedentary"
+  },
+  "socioeconomic_factors": {
+    "income_level": "Middle",
+    "access_to_healthcare": "Good (urban hospital nearby)",
+    "living_conditions": "Comfortable apartment with family"
+  },
+  "vital_signs": {
+    "height_cm": 178,
+    "weight_kg": 64,
+    "bmi": 20.2,
+    "blood_pressure": "125/80",
+    "pulse_rate": 88,
+    "temperature_celsius": 36.9
+  },
+  "physical_examination": {
+    "skin_condition": "Normal",
+    "foot_examination_findings": "Normal sensation",
+    "vision_assessment": "Clear vision with mild dryness",
+    "neurological_signs": "Normal reflexes"
+  },
+  "lab_tests": {
+    "fasting_glucose_mg_dl": 210,
+    "random_glucose_mg_dl": 300,
+    "postprandial_glucose_mg_dl": 310,
+    "hba1c_percent": 10.2,
+    "cholesterol_mg_dl": 180,
+    "triglycerides_mg_dl": 140,
+    "urine_sugar": "Positive",
+    "serum_creatinine_mg_dl": 0.9,
+    "ogtt_result_mg_dl": 240
+  },
+  "diabetes_classification": {
+    "diabetes_type": "Type 1 Diabetes Mellitus",
+    "diagnosis_year": "2024",
+    "diagnosis_method": "Fasting Glucose + Autoantibody Test",
+    "family_history_diabetes": "None"
+  },
+  "glycemic_monitoring": {
+    "average_fasting_glucose": 185,
+    "average_postprandial_glucose": 260,
+    "hypoglycemic_episodes_per_week": 2
+  },
+  "behavioral_routines": {
+    "meal_timing_regular": true,
+    "water_intake_per_day": "2.8 liters",
+    "sleep_duration_hours": 7
+  },
+  "co_morbid_conditions": {
+    "hypertension_present": false,
+    "obesity_present": false,
+    "thyroid_disorder_present": true,
+    "heart_disease_present": false
+  },
+  "complications_diagnostic_stage": {
+    "neuropathy_symptoms": false,
+    "retinopathy_symptoms": false,
+    "nephropathy_signs": false,
+    "foot_ulcers_present": false
+  },
+  "emotional_state_placeholder": {
+    "tone": "optimistic but cautious",
+    "mood_variability": "moderate",
+    "cooperation_level": "very high"
+  }
+}

datasets/diabetes/DIA_006.json

@@ -0,0 +1,122 @@
+{
+  "metadata": {
+    "patient_id": "DIA_006",
+    "created_by": "synthetic_generator_v1",
+    "disease": "Diabetes Mellitus (Type 1)",
+    "version": "v1.0",
+    "created_on": "2025-11-02"
+  },
+  "demographics": {
+    "age": 15,
+    "gender": "Female",
+    "occupation": "Student",
+    "location": "Suburban",
+    "marital_status": "Single",
+    "education_level": "High School"
+  },
+  "medical_history": {
+    "duration_of_symptoms": "4 months",
+    "previous_conditions": [],
+    "past_surgeries": [],
+    "known_allergies": [
+      "None"
+    ],
+    "childhood_illnesses": [
+      "Measles"
+    ],
+    "current_medications": [
+      "Insulin (rapid + long acting)"
+    ],
+    "past_medications": [],
+    "hospitalizations": "Once (for diabetic ketoacidosis)"
+  },
+  "family_history": {
+    "family_diabetes": "None",
+    "family_heart_disease": "None",
+    "family_obesity": "Mother",
+    "other_conditions": "Asthma (father)"
+  },
+  "symptoms": {
+    "polyuria": true,
+    "polydipsia": true,
+    "polyphagia": true,
+    "fatigue": true,
+    "blurred_vision": true,
+    "weight_loss": true,
+    "slow_healing_wounds": false,
+    "tingling_feet": false,
+    "recurrent_infections": false
+  },
+  "lifestyle": {
+    "diet_type": "Controlled diet with low sugar snacks",
+    "exercise_frequency": "High (school sports)",
+    "sleep_pattern": "8 hours nightly",
+    "stress_level": "Low",
+    "smoking_status": "Non-smoker",
+    "alcohol_consumption": "None",
+    "work_activity_level": "High (active student)"
+  },
+  "socioeconomic_factors": {
+    "income_level": "Middle",
+    "access_to_healthcare": "Good",
+    "living_conditions": "Lives with parents in suburban home"
+  },
+  "vital_signs": {
+    "height_cm": 160,
+    "weight_kg": 50,
+    "bmi": 19.5,
+    "blood_pressure": "118/76",
+    "pulse_rate": 90,
+    "temperature_celsius": 36.8
+  },
+  "physical_examination": {
+    "skin_condition": "Normal",
+    "foot_examination_findings": "Normal sensation",
+    "vision_assessment": "Mildly blurred vision during highs",
+    "neurological_signs": "Normal"
+  },
+  "lab_tests": {
+    "fasting_glucose_mg_dl": 220,
+    "random_glucose_mg_dl": 310,
+    "postprandial_glucose_mg_dl": 330,
+    "hba1c_percent": 10.8,
+    "cholesterol_mg_dl": 165,
+    "triglycerides_mg_dl": 130,
+    "urine_sugar": "Positive",
+    "serum_creatinine_mg_dl": 0.8,
+    "ogtt_result_mg_dl": 260
+  },
+  "diabetes_classification": {
+    "diabetes_type": "Type 1 Diabetes Mellitus",
+    "diagnosis_year": "2025",
+    "diagnosis_method": "Blood Glucose + C-peptide + Autoantibodies",
+    "family_history_diabetes": "None"
+  },
+  "glycemic_monitoring": {
+    "average_fasting_glucose": 200,
+    "average_postprandial_glucose": 280,
+    "hypoglycemic_episodes_per_week": 1
+  },
+  "behavioral_routines": {
+    "meal_timing_regular": true,
+    "water_intake_per_day": "2.2 liters",
+    "sleep_duration_hours": 8
+  },
+  "co_morbid_conditions": {
+    "hypertension_present": false,
+    "obesity_present": false,
+    "thyroid_disorder_present": false,
+    "heart_disease_present": false
+  },
+  "complications_diagnostic_stage": {
+    "neuropathy_symptoms": false,
+    "retinopathy_symptoms": false,
+    "nephropathy_signs": false,
+    "foot_ulcers_present": false
+  },
+  "emotional_state_placeholder": {
+    "tone": "cheerful but adjusting",
+    "mood_variability": "mild",
+    "cooperation_level": "high"
+  }
+}

datasets/diabetes/DIA_007.json

@@ -0,0 +1,127 @@
+{
+  "metadata": {
+    "patient_id": "DIA_007",
+    "created_by": "synthetic_generator_v1",
+    "disease": "Diabetes Mellitus (Type 1)",
+    "version": "v1.0",
+    "created_on": "2025-11-02"
+  },
+  "demographics": {
+    "age": 35,
+    "gender": "Female",
+    "occupation": "Graphic Designer",
+    "location": "Urban",
+    "marital_status": "Married",
+    "education_level": "Master\u2019s Degree"
+  },
+  "medical_history": {
+    "duration_of_symptoms": "10 years",
+    "previous_conditions": [
+      "Celiac Disease"
+    ],
+    "past_surgeries": [],
+    "known_allergies": [
+      "Gluten"
+    ],
+    "childhood_illnesses": [
+      "None"
+    ],
+    "current_medications": [
+      "Insulin pump (CSII)",
+      "Vitamin D supplement"
+    ],
+    "past_medications": [
+      "Multiple daily injections before pump therapy"
+    ],
+    "hospitalizations": "Twice (mild DKA episodes)"
+  },
+  "family_history": {
+    "family_diabetes": "Uncle (Type 1)",
+    "family_heart_disease": "None",
+    "family_obesity": "None",
+    "other_conditions": "Celiac disease (mother)"
+  },
+  "symptoms": {
+    "polyuria": true,
+    "polydipsia": true,
+    "polyphagia": false,
+    "fatigue": true,
+    "blurred_vision": false,
+    "weight_loss": false,
+    "slow_healing_wounds": false,
+    "tingling_feet": false,
+    "recurrent_infections": false
+  },
+  "lifestyle": {
+    "diet_type": "Gluten-free balanced diet",
+    "exercise_frequency": "Moderate (yoga and walking)",
+    "sleep_pattern": "Regular",
+    "stress_level": "Moderate",
+    "smoking_status": "Non-smoker",
+    "alcohol_consumption": "Rare",
+    "work_activity_level": "Sedentary"
+  },
+  "socioeconomic_factors": {
+    "income_level": "Upper middle",
+    "access_to_healthcare": "Excellent",
+    "living_conditions": "Owns apartment with good facilities"
+  },
+  "vital_signs": {
+    "height_cm": 165,
+    "weight_kg": 60,
+    "bmi": 22.0,
+    "blood_pressure": "120/78",
+    "pulse_rate": 80,
+    "temperature_celsius": 36.6
+  },
+  "physical_examination": {
+    "skin_condition": "Normal",
+    "foot_examination_findings": "Normal",
+    "vision_assessment": "Normal (uses corrective lenses)",
+    "neurological_signs": "Normal"
+  },
+  "lab_tests": {
+    "fasting_glucose_mg_dl": 155,
+    "random_glucose_mg_dl": 220,
+    "postprandial_glucose_mg_dl": 230,
+    "hba1c_percent": 7.6,
+    "cholesterol_mg_dl": 175,
+    "triglycerides_mg_dl": 120,
+    "urine_sugar": "Trace",
+    "serum_creatinine_mg_dl": 0.9,
+    "ogtt_result_mg_dl": 210
+  },
+  "diabetes_classification": {
+    "diabetes_type": "Type 1 Diabetes Mellitus",
+    "diagnosis_year": "2015",
+    "diagnosis_method": "Fasting glucose + autoantibody panel",
+    "family_history_diabetes": "Uncle"
+  },
+  "glycemic_monitoring": {
+    "average_fasting_glucose": 150,
+    "average_postprandial_glucose": 210,
+    "hypoglycemic_episodes_per_week": 3
+  },
+  "behavioral_routines": {
+    "meal_timing_regular": true,
+    "water_intake_per_day": "2 liters",
+    "sleep_duration_hours": 7
+  },
+  "co_morbid_conditions": {
+    "hypertension_present": false,
+    "obesity_present": false,
+    "thyroid_disorder_present": false,
+    "heart_disease_present": false
+  },
+  "complications_diagnostic_stage": {
+    "neuropathy_symptoms": false,
+    "retinopathy_symptoms": false,
+    "nephropathy_signs": false,
+    "foot_ulcers_present": false
+  },
+  "emotional_state_placeholder": {
+    "tone": "calm and proactive",
+    "mood_variability": "low",
+    "cooperation_level": "very high"
+  }
+}

datasets/diabetes/DIA_008.json

@@ -0,0 +1,130 @@
+{
+  "metadata": {
+    "patient_id": "DIA_008",
+    "created_by": "synthetic_generator_v1",
+    "disease": "Diabetes Mellitus (Type 1)",
+    "version": "v1.0",
+    "created_on": "2025-11-02"
+  },
+  "demographics": {
+    "age": 58,
+    "gender": "Male",
+    "occupation": "Accountant",
+    "location": "Urban",
+    "marital_status": "Married",
+    "education_level": "Master\u2019s Degree"
+  },
+  "medical_history": {
+    "duration_of_symptoms": "25 years",
+    "previous_conditions": [
+      "Hypertension"
+    ],
+    "past_surgeries": [
+      "Appendectomy"
+    ],
+    "known_allergies": [
+      "Sulfa drugs"
+    ],
+    "childhood_illnesses": [
+      "Chickenpox"
+    ],
+    "current_medications": [
+      "Insulin (pump)",
+      "Lisinopril",
+      "Atorvastatin"
+    ],
+    "past_medications": [
+      "NPH insulin (previous regimen)"
+    ],
+    "hospitalizations": "Multiple (for glucose management education)"
+  },
+  "family_history": {
+    "family_diabetes": "Mother (Type 1)",
+    "family_heart_disease": "Father",
+    "family_obesity": "None",
+    "other_conditions": "None"
+  },
+  "symptoms": {
+    "polyuria": false,
+    "polydipsia": false,
+    "polyphagia": false,
+    "fatigue": true,
+    "blurred_vision": true,
+    "weight_loss": false,
+    "slow_healing_wounds": false,
+    "tingling_feet": true,
+    "recurrent_infections": false
+  },
+  "lifestyle": {
+    "diet_type": "Balanced diet with carb counting",
+    "exercise_frequency": "Low (walks 2x/week)",
+    "sleep_pattern": "Regular (10pm\u20136am)",
+    "stress_level": "Moderate",
+    "smoking_status": "Former smoker",
+    "alcohol_consumption": "Rare",
+    "work_activity_level": "Sedentary"
+  },
+  "socioeconomic_factors": {
+    "income_level": "Upper middle",
+    "access_to_healthcare": "Excellent",
+    "living_conditions": "Comfortable home, private care access"
+  },
+  "vital_signs": {
+    "height_cm": 175,
+    "weight_kg": 72,
+    "bmi": 23.5,
+    "blood_pressure": "135/85",
+    "pulse_rate": 78,
+    "temperature_celsius": 36.7
+  },
+  "physical_examination": {
+    "skin_condition": "Normal with mild dryness",
+    "foot_examination_findings": "Reduced vibration sense",
+    "vision_assessment": "Mild non-proliferative retinopathy",
+    "neurological_signs": "Mild peripheral neuropathy"
+  },
+  "lab_tests": {
+    "fasting_glucose_mg_dl": 140,
+    "random_glucose_mg_dl": 200,
+    "postprandial_glucose_mg_dl": 210,
+    "hba1c_percent": 7.2,
+    "cholesterol_mg_dl": 185,
+    "triglycerides_mg_dl": 150,
+    "urine_sugar": "Trace",
+    "serum_creatinine_mg_dl": 1.0,
+    "ogtt_result_mg_dl": 190
+  },
+  "diabetes_classification": {
+    "diabetes_type": "Type 1 Diabetes Mellitus",
+    "diagnosis_year": "2000",
+    "diagnosis_method": "Autoantibody and insulin level tests",
+    "family_history_diabetes": "Mother"
+  },
+  "glycemic_monitoring": {
+    "average_fasting_glucose": 145,
+    "average_postprandial_glucose": 195,
+    "hypoglycemic_episodes_per_week": 2
+  },
+  "behavioral_routines": {
+    "meal_timing_regular": true,
+    "water_intake_per_day": "2 liters",
+    "sleep_duration_hours": 7
+  },
+  "co_morbid_conditions": {
+    "hypertension_present": true,
+    "obesity_present": false,
+    "thyroid_disorder_present": false,
+    "heart_disease_present": false
+  },
+  "complications_diagnostic_stage": {
+    "neuropathy_symptoms": true,
+    "retinopathy_symptoms": true,
+    "nephropathy_signs": false,
+    "foot_ulcers_present": false
+  },
+  "emotional_state_placeholder": {
+    "tone": "disciplined and experienced",
+    "mood_variability": "low",
+    "cooperation_level": "very high"
+  }
+}

datasets/diabetes/DIA_009.json

@@ -0,0 +1,126 @@
+{
+  "metadata": {
+    "patient_id": "DIA_009",
+    "created_by": "synthetic_generator_v1",
+    "disease": "Diabetes Mellitus (Type 1)",
+    "version": "v1.0",
+    "created_on": "2025-11-02"
+  },
+  "demographics": {
+    "age": 28,
+    "gender": "Female",
+    "occupation": "Teacher",
+    "location": "Urban",
+    "marital_status": "Single",
+    "education_level": "Bachelor\u2019s Degree"
+  },
+  "medical_history": {
+    "duration_of_symptoms": "8 years",
+    "previous_conditions": [],
+    "past_surgeries": [
+      "Appendectomy (2019)"
+    ],
+    "known_allergies": [
+      "Penicillin"
+    ],
+    "childhood_illnesses": [
+      "Mumps"
+    ],
+    "current_medications": [
+      "Insulin (Basal-Bolus regimen)"
+    ],
+    "past_medications": [
+      "Metformin (discontinued after diagnosis confirmation)"
+    ],
+    "hospitalizations": "One episode of diabetic ketoacidosis in 2021"
+  },
+  "family_history": {
+    "family_diabetes": "Mother (Type 1)",
+    "family_heart_disease": "None",
+    "family_obesity": "None",
+    "other_conditions": "Maternal thyroid disorder"
+  },
+  "symptoms": {
+    "polyuria": true,
+    "polydipsia": true,
+    "polyphagia": true,
+    "fatigue": true,
+    "blurred_vision": true,
+    "weight_loss": true,
+    "slow_healing_wounds": false,
+    "tingling_feet": false,
+    "recurrent_infections": false
+  },
+  "lifestyle": {
+    "diet_type": "Balanced diet (moderate carbs, low sugar)",
+    "exercise_frequency": "Light jog 3 times a week",
+    "sleep_pattern": "Regular, 7\u20138 hours",
+    "stress_level": "Mild",
+    "smoking_status": "Non-smoker",
+    "alcohol_consumption": "Occasional (social)",
+    "work_activity_level": "Moderate"
+  },
+  "socioeconomic_factors": {
+    "income_level": "Middle",
+    "access_to_healthcare": "Good",
+    "living_conditions": "Comfortable apartment in city"
+  },
+  "vital_signs": {
+    "height_cm": 165,
+    "weight_kg": 58,
+    "bmi": 21.3,
+    "blood_pressure": "118/75",
+    "pulse_rate": 80,
+    "temperature_celsius": 36.7
+  },
+  "physical_examination": {
+    "skin_condition": "Normal",
+    "foot_examination_findings": "No ulcers, normal sensation",
+    "vision_assessment": "Clear",
+    "neurological_signs": "Normal reflexes"
+  },
+  "lab_tests": {
+    "fasting_glucose_mg_dl": 160,
+    "random_glucose_mg_dl": 240,
+    "postprandial_glucose_mg_dl": 250,
+    "hba1c_percent": 8.2,
+    "cholesterol_mg_dl": 190,
+    "triglycerides_mg_dl": 130,
+    "urine_sugar": "Positive",
+    "serum_creatinine_mg_dl": 0.8,
+    "ogtt_result_mg_dl": 230
+  },
+  "diabetes_classification": {
+    "diabetes_type": "Type 1 Diabetes Mellitus",
+    "diagnosis_year": "2017",
+    "diagnosis_method": "Fasting Blood Sugar + Autoantibody Test",
+    "family_history_diabetes": "Mother"
+  },
+  "glycemic_monitoring": {
+    "average_fasting_glucose": 150,
+    "average_postprandial_glucose": 210,
+    "hypoglycemic_episodes_per_week": 2
+  },
+  "behavioral_routines": {
+    "meal_timing_regular": true,
+    "water_intake_per_day": "2 liters",
+    "sleep_duration_hours": 7.5
+  },
+  "co_morbid_conditions": {
+    "hypertension_present": false,
+    "obesity_present": false,
+    "thyroid_disorder_present": true,
+    "heart_disease_present": false
+  },
+  "complications_diagnostic_stage": {
+    "neuropathy_symptoms": false,
+    "retinopathy_symptoms": false,
+    "nephropathy_signs": false,
+    "foot_ulcers_present": false
+  },
+  "emotional_state_placeholder": {
+    "tone": "calm and cooperative",
+    "mood_variability": "stable",
+    "cooperation_level": "high"
+  }
+}

datasets/diabetes/DIA_010.json

@@ -0,0 +1,118 @@
+{
+  "metadata": {
+    "patient_id": "DIA_010",
+    "created_by": "synthetic_generator_v1",
+    "disease": "Diabetes Mellitus (Type 1)",
+    "version": "v1.0",
+    "created_on": "2025-11-02"
+  },
+  "demographics": {
+    "age": 22,
+    "gender": "Male",
+    "occupation": "University Student",
+    "location": "Urban",
+    "marital_status": "Single",
+    "education_level": "Undergraduate"
+  },
+  "medical_history": {
+    "duration_of_symptoms": "6 months",
+    "previous_conditions": [],
+    "past_surgeries": [],
+    "known_allergies": [],
+    "childhood_illnesses": [],
+    "current_medications": [
+      "Insulin (Basal-Bolus regimen)"
+    ],
+    "past_medications": [],
+    "hospitalizations": "None"
+  },
+  "family_history": {
+    "family_diabetes": "None",
+    "family_heart_disease": "None",
+    "family_obesity": "None",
+    "other_conditions": "None"
+  },
+  "symptoms": {
+    "polyuria": true,
+    "polydipsia": true,
+    "polyphagia": true,
+    "fatigue": true,
+    "blurred_vision": false,
+    "weight_loss": true,
+    "slow_healing_wounds": false,
+    "tingling_feet": false,
+    "recurrent_infections": false
+  },
+  "lifestyle": {
+    "diet_type": "Mixed diet (home-cooked meals, occasional snacks)",
+    "exercise_frequency": "Light (walking and cycling to university)",
+    "sleep_pattern": "Regular, 7 hours",
+    "stress_level": "Moderate (academic)",
+    "smoking_status": "Non-smoker",
+    "alcohol_consumption": "None",
+    "work_activity_level": "Low"
+  },
+  "socioeconomic_factors": {
+    "income_level": "Dependent (student)",
+    "access_to_healthcare": "Good (university clinic and private hospital nearby)",
+    "living_conditions": "Shared hostel accommodation"
+  },
+  "vital_signs": {
+    "height_cm": 178,
+    "weight_kg": 68,
+    "bmi": 21.5,
+    "blood_pressure": "115/72",
+    "pulse_rate": 78,
+    "temperature_celsius": 36.6
+  },
+  "physical_examination": {
+    "skin_condition": "Normal",
+    "foot_examination_findings": "Normal sensation",
+    "vision_assessment": "Normal",
+    "neurological_signs": "Normal reflexes"
+  },
+  "lab_tests": {
+    "fasting_glucose_mg_dl": 170,
+    "random_glucose_mg_dl": 260,
+    "postprandial_glucose_mg_dl": 275,
+    "hba1c_percent": 8.9,
+    "cholesterol_mg_dl": 180,
+    "triglycerides_mg_dl": 140,
+    "urine_sugar": "Positive",
+    "serum_creatinine_mg_dl": 0.9,
+    "ogtt_result_mg_dl": 250
+  },
+  "diabetes_classification": {
+    "diabetes_type": "Type 1 Diabetes Mellitus",
+    "diagnosis_year": "2025",
+    "diagnosis_method": "Fasting Glucose + HbA1c + C-Peptide Test",
+    "family_history_diabetes": "None"
+  },
+  "glycemic_monitoring": {
+    "average_fasting_glucose": 160,
+    "average_postprandial_glucose": 240,
+    "hypoglycemic_episodes_per_week": 1
+  },
+  "behavioral_routines": {
+    "meal_timing_regular": true,
+    "water_intake_per_day": "2.2 liters",
+    "sleep_duration_hours": 7
+  },
+  "co_morbid_conditions": {
+    "hypertension_present": false,
+    "obesity_present": false,
+    "thyroid_disorder_present": false,
+    "heart_disease_present": false
+  },
+  "complications_diagnostic_stage": {
+    "neuropathy_symptoms": false,
+    "retinopathy_symptoms": false,
+    "nephropathy_signs": false,
+    "foot_ulcers_present": false
+  },
+  "emotional_state_placeholder": {
+    "tone": "optimistic but slightly anxious",
+    "mood_variability": "moderate",
+    "cooperation_level": "high"
+  }
+}

datasets/diabetes/cleaned/DIA_001.json

@@ -0,0 +1,126 @@
+{
+  "metadata": {
+    "patient_id": "DIA_001",
+    "created_by": "synthetic_generator_v1",
+    "disease": "Diabetes Mellitus (Type 2)",
+    "version": "v1.0",
+    "created_on": "2025-11-02"
+  },
+  "demographics": {
+    "age": 52,
+    "gender": "Male",
+    "occupation": "Shopkeeper",
+    "location": "Urban",
+    "marital_status": "Married",
+    "education_level": "High School"
+  },
+  "medical_history": {
+    "duration_of_symptoms": "9 months",
+    "previous_conditions": [
+      "Hypertension"
+    ],
+    "past_surgeries": [
+      "Appendectomy"
+    ],
+    "known_allergies": [
+      "None"
+    ],
+    "childhood_illnesses": [
+      "Measles"
+    ],
+    "current_medications": [
+      "Amlodipine 5mg daily"
+    ],
+    "past_medications": [],
+    "hospitalizations": "None"
+  },
+  "family_history": {
+    "family_diabetes": "Father",
+    "family_heart_disease": "Mother",
+    "family_obesity": "None",
+    "other_conditions": "None"
+  },
+  "symptoms": {
+    "polyuria": true,
+    "polydipsia": true,
+    "polyphagia": false,
+    "fatigue": true,
+    "blurred_vision": true,
+    "weight_loss": true,
+    "slow_healing_wounds": false,
+    "tingling_feet": true,
+    "recurrent_infections": false
+  },
+  "lifestyle": {
+    "diet_type": "High in carbohydrates and sugars",
+    "exercise_frequency": "Rarely",
+    "sleep_pattern": "Irregular (5\u20136 hours)",
+    "stress_level": "High",
+    "smoking_status": "Occasional smoker",
+    "alcohol_consumption": "None",
+    "work_activity_level": "Moderate"
+  },
+  "socioeconomic_factors": {
+    "income_level": "Medium",
+    "access_to_healthcare": "Moderate",
+    "living_conditions": "Urban residence with family"
+  },
+  "vital_signs": {
+    "height_cm": 170,
+    "weight_kg": 82,
+    "bmi": 28.4,
+    "blood_pressure": "142/90",
+    "pulse_rate": 84,
+    "temperature_celsius": 36.8
+  },
+  "physical_examination": {
+    "skin_condition": "Normal",
+    "foot_examination_findings": "Slight numbness, no ulcers",
+    "vision_assessment": "Mild blurred vision",
+    "neurological_signs": "Reduced vibration sense in feet"
+  },
+  "lab_tests": {
+    "fasting_glucose_mg_dl": 168,
+    "random_glucose_mg_dl": 245,
+    "postprandial_glucose_mg_dl": 252,
+    "hba1c_percent": 8.3,
+    "cholesterol_mg_dl": 210,
+    "triglycerides_mg_dl": 175,
+    "urine_sugar": "Positive",
+    "serum_creatinine_mg_dl": 1.0,
+    "ogtt_result_mg_dl": 225
+  },
+  "diabetes_classification": {
+    "diabetes_type": "Type 2 Diabetes Mellitus",
+    "diagnosis_year": "2025",
+    "diagnosis_method": "Fasting blood glucose and HbA1c",
+    "family_history_diabetes": "Father"
+  },
+  "glycemic_monitoring": {
+    "average_fasting_glucose": 160,
+    "average_postprandial_glucose": 240,
+    "hypoglycemic_episodes_per_week": 0
+  },
+  "behavioral_routines": {
+    "meal_timing_regular": false,
+    "water_intake_per_day": "1.5 liters",
+    "sleep_duration_hours": 6
+  },
+  "co_morbid_conditions": {
+    "hypertension_present": true,
+    "obesity_present": false,
+    "thyroid_disorder_present": false,
+    "heart_disease_present": false
+  },
+  "complications_diagnostic_stage": {
+    "neuropathy_symptoms": true,
+    "retinopathy_symptoms": false,
+    "nephropathy_signs": false,
+    "foot_ulcers_present": false
+  },
+  "emotional_state_placeholder": {
+    "tone": "cooperative",
+    "mood_variability": "mild",
+    "cooperation_level": "high"
+  }
+}

datasets/diabetes/cleaned/DIA_002.json

@@ -0,0 +1,126 @@
+{
+  "metadata": {
+    "patient_id": "DIA_002",
+    "created_by": "synthetic_generator_v1",
+    "disease": "Diabetes Mellitus (Type 2)",
+    "version": "v1.0",
+    "created_on": "2025-11-02"
+  },
+  "demographics": {
+    "age": 38,
+    "gender": "Female",
+    "occupation": "Software Engineer",
+    "location": "Urban",
+    "marital_status": "Single",
+    "education_level": "Master\u2019s Degree"
+  },
+  "medical_history": {
+    "duration_of_symptoms": "6 months",
+    "previous_conditions": [
+      "Gestational diabetes (previous pregnancy)"
+    ],
+    "past_surgeries": [
+      "Cesarean section"
+    ],
+    "known_allergies": [
+      "Sulfa drugs"
+    ],
+    "childhood_illnesses": [
+      "Chickenpox"
+    ],
+    "current_medications": [],
+    "past_medications": [
+      "Insulin (during pregnancy)"
+    ],
+    "hospitalizations": "None"
+  },
+  "family_history": {
+    "family_diabetes": "Mother",
+    "family_heart_disease": "Grandfather",
+    "family_obesity": "Mother",
+    "other_conditions": "None"
+  },
+  "symptoms": {
+    "polyuria": true,
+    "polydipsia": true,
+    "polyphagia": true,
+    "fatigue": true,
+    "blurred_vision": false,
+    "weight_loss": false,
+    "slow_healing_wounds": false,
+    "tingling_feet": false,
+    "recurrent_infections": true
+  },
+  "lifestyle": {
+    "diet_type": "High in fast food, low in fiber",
+    "exercise_frequency": "Once a week",
+    "sleep_pattern": "Late-night work hours",
+    "stress_level": "Very high",
+    "smoking_status": "No",
+    "alcohol_consumption": "Occasional",
+    "work_activity_level": "Sedentary"
+  },
+  "socioeconomic_factors": {
+    "income_level": "High",
+    "access_to_healthcare": "Good",
+    "living_conditions": "Apartment in city center"
+  },
+  "vital_signs": {
+    "height_cm": 165,
+    "weight_kg": 77,
+    "bmi": 28.3,
+    "blood_pressure": "130/85",
+    "pulse_rate": 80,
+    "temperature_celsius": 36.7
+  },
+  "physical_examination": {
+    "skin_condition": "Slight dryness",
+    "foot_examination_findings": "Normal sensation",
+    "vision_assessment": "Normal",
+    "neurological_signs": "No abnormalities"
+  },
+  "lab_tests": {
+    "fasting_glucose_mg_dl": 155,
+    "random_glucose_mg_dl": 210,
+    "postprandial_glucose_mg_dl": 230,
+    "hba1c_percent": 7.9,
+    "cholesterol_mg_dl": 190,
+    "triglycerides_mg_dl": 160,
+    "urine_sugar": "Trace",
+    "serum_creatinine_mg_dl": 0.8,
+    "ogtt_result_mg_dl": 198
+  },
+  "diabetes_classification": {
+    "diabetes_type": "Type 2 Diabetes Mellitus",
+    "diagnosis_year": "2025",
+    "diagnosis_method": "Oral Glucose Tolerance Test (OGTT)",
+    "family_history_diabetes": "Mother"
+  },
+  "glycemic_monitoring": {
+    "average_fasting_glucose": 150,
+    "average_postprandial_glucose": 225,
+    "hypoglycemic_episodes_per_week": 0
+  },
+  "behavioral_routines": {
+    "meal_timing_regular": false,
+    "water_intake_per_day": "1.8 liters",
+    "sleep_duration_hours": 5
+  },
+  "co_morbid_conditions": {
+    "hypertension_present": false,
+    "obesity_present": true,
+    "thyroid_disorder_present": false,
+    "heart_disease_present": false
+  },
+  "complications_diagnostic_stage": {
+    "neuropathy_symptoms": false,
+    "retinopathy_symptoms": false,
+    "nephropathy_signs": false,
+    "foot_ulcers_present": false
+  },
+  "emotional_state_placeholder": {
+    "tone": "slightly anxious",
+    "mood_variability": "moderate",
+    "cooperation_level": "high"
+  }
+}

datasets/diabetes/cleaned/DIA_003.json

@@ -0,0 +1,123 @@
+{
+  "metadata": {
+    "patient_id": "DIA_003",
+    "created_by": "synthetic_generator_v1",
+    "disease": "Diabetes Mellitus (Type 2)",
+    "version": "v1.0",
+    "created_on": "2025-11-02"
+  },
+  "demographics": {
+    "age": 62,
+    "gender": "Male",
+    "occupation": "Farmer",
+    "location": "Rural",
+    "marital_status": "Married",
+    "education_level": "Primary School"
+  },
+  "medical_history": {
+    "duration_of_symptoms": "3 years",
+    "previous_conditions": [
+      "Hypertension",
+      "Hyperlipidemia"
+    ],
+    "past_surgeries": [],
+    "known_allergies": [],
+    "childhood_illnesses": [
+      "Measles"
+    ],
+    "current_medications": [
+      "Amlodipine"
+    ],
+    "past_medications": [],
+    "hospitalizations": "None"
+  },
+  "family_history": {
+    "family_diabetes": "Brother",
+    "family_heart_disease": "Father",
+    "family_obesity": "None",
+    "other_conditions": "None"
+  },
+  "symptoms": {
+    "polyuria": true,
+    "polydipsia": true,
+    "polyphagia": false,
+    "fatigue": true,
+    "blurred_vision": true,
+    "weight_loss": true,
+    "slow_healing_wounds": true,
+    "tingling_feet": true,
+    "recurrent_infections": false
+  },
+  "lifestyle": {
+    "diet_type": "High in carbohydrates, low vegetables",
+    "exercise_frequency": "Daily (physical labor)",
+    "sleep_pattern": "Early to bed, early to rise",
+    "stress_level": "Low",
+    "smoking_status": "Occasional",
+    "alcohol_consumption": "None",
+    "work_activity_level": "Physically active"
+  },
+  "socioeconomic_factors": {
+    "income_level": "Moderate",
+    "access_to_healthcare": "Limited (rural clinic)",
+    "living_conditions": "Rural home with family"
+  },
+  "vital_signs": {
+    "height_cm": 172,
+    "weight_kg": 83,
+    "bmi": 28.0,
+    "blood_pressure": "145/92",
+    "pulse_rate": 78,
+    "temperature_celsius": 36.9
+  },
+  "physical_examination": {
+    "skin_condition": "Dry skin, minor cracks on heels",
+    "foot_examination_findings": "Reduced sensation on soles",
+    "vision_assessment": "Blurred",
+    "neurological_signs": "Mild peripheral neuropathy"
+  },
+  "lab_tests": {
+    "fasting_glucose_mg_dl": 190,
+    "random_glucose_mg_dl": 260,
+    "postprandial_glucose_mg_dl": 275,
+    "hba1c_percent": 9.1,
+    "cholesterol_mg_dl": 230,
+    "triglycerides_mg_dl": 195,
+    "urine_sugar": "Positive",
+    "serum_creatinine_mg_dl": 1.0,
+    "ogtt_result_mg_dl": 215
+  },
+  "diabetes_classification": {
+    "diabetes_type": "Type 2 Diabetes Mellitus",
+    "diagnosis_year": "2023",
+    "diagnosis_method": "Random Blood Sugar Test + HbA1c",
+    "family_history_diabetes": "Brother"
+  },
+  "glycemic_monitoring": {
+    "average_fasting_glucose": 185,
+    "average_postprandial_glucose": 260,
+    "hypoglycemic_episodes_per_week": 0
+  },
+  "behavioral_routines": {
+    "meal_timing_regular": true,
+    "water_intake_per_day": "2.5 liters",
+    "sleep_duration_hours": 7
+  },
+  "co_morbid_conditions": {
+    "hypertension_present": true,
+    "obesity_present": false,
+    "thyroid_disorder_present": false,
+    "heart_disease_present": false
+  },
+  "complications_diagnostic_stage": {
+    "neuropathy_symptoms": true,
+    "retinopathy_symptoms": true,
+    "nephropathy_signs": false,
+    "foot_ulcers_present": false
+  },
+  "emotional_state_placeholder": {
+    "tone": "calm",
+    "mood_variability": "low",
+    "cooperation_level": "high"
+  }
+}

datasets/diabetes/cleaned/DIA_004.json

@@ -0,0 +1,130 @@
+{
+  "metadata": {
+    "patient_id": "DIA_004",
+    "created_by": "synthetic_generator_v1",
+    "disease": "Diabetes Mellitus (Type 2)",
+    "version": "v1.0",
+    "created_on": "2025-11-02"
+  },
+  "demographics": {
+    "age": 49,
+    "gender": "Female",
+    "occupation": "School Teacher",
+    "location": "Urban",
+    "marital_status": "Married",
+    "education_level": "Bachelor\u2019s Degree"
+  },
+  "medical_history": {
+    "duration_of_symptoms": "5 years",
+    "previous_conditions": [
+      "Hypertension",
+      "High Cholesterol"
+    ],
+    "past_surgeries": [
+      "Gallbladder removal (Cholecystectomy)"
+    ],
+    "known_allergies": [
+      "Penicillin"
+    ],
+    "childhood_illnesses": [
+      "Chickenpox"
+    ],
+    "current_medications": [
+      "Metformin",
+      "Atorvastatin"
+    ],
+    "past_medications": [
+      "Gliclazide"
+    ],
+    "hospitalizations": "Once (for blood pressure crisis)"
+  },
+  "family_history": {
+    "family_diabetes": "Mother",
+    "family_heart_disease": "Grandfather",
+    "family_obesity": "Sister",
+    "other_conditions": "None"
+  },
+  "symptoms": {
+    "polyuria": true,
+    "polydipsia": true,
+    "polyphagia": true,
+    "fatigue": true,
+    "blurred_vision": false,
+    "weight_loss": false,
+    "slow_healing_wounds": true,
+    "tingling_feet": true,
+    "recurrent_infections": true
+  },
+  "lifestyle": {
+    "diet_type": "Mixed diet with occasional sweets",
+    "exercise_frequency": "Low (sedentary work)",
+    "sleep_pattern": "Irregular sleep hours due to stress",
+    "stress_level": "High",
+    "smoking_status": "Non-smoker",
+    "alcohol_consumption": "Occasional (social events)",
+    "work_activity_level": "Moderate"
+  },
+  "socioeconomic_factors": {
+    "income_level": "Middle",
+    "access_to_healthcare": "Good",
+    "living_conditions": "Apartment in city"
+  },
+  "vital_signs": {
+    "height_cm": 160,
+    "weight_kg": 80,
+    "bmi": 31.2,
+    "blood_pressure": "150/95",
+    "pulse_rate": 86,
+    "temperature_celsius": 36.7
+  },
+  "physical_examination": {
+    "skin_condition": "Normal with mild dryness",
+    "foot_examination_findings": "Mild loss of sensation at toes",
+    "vision_assessment": "Normal with glasses",
+    "neurological_signs": "Mild peripheral neuropathy"
+  },
+  "lab_tests": {
+    "fasting_glucose_mg_dl": 170,
+    "random_glucose_mg_dl": 245,
+    "postprandial_glucose_mg_dl": 260,
+    "hba1c_percent": 8.5,
+    "cholesterol_mg_dl": 230,
+    "triglycerides_mg_dl": 190,
+    "urine_sugar": "Positive",
+    "serum_creatinine_mg_dl": 1.0,
+    "ogtt_result_mg_dl": 210
+  },
+  "diabetes_classification": {
+    "diabetes_type": "Type 2 Diabetes Mellitus",
+    "diagnosis_year": "2020",
+    "diagnosis_method": "Fasting Blood Sugar + HbA1c",
+    "family_history_diabetes": "Mother"
+  },
+  "glycemic_monitoring": {
+    "average_fasting_glucose": 165,
+    "average_postprandial_glucose": 240,
+    "hypoglycemic_episodes_per_week": 1
+  },
+  "behavioral_routines": {
+    "meal_timing_regular": false,
+    "water_intake_per_day": "1.8 liters",
+    "sleep_duration_hours": 6
+  },
+  "co_morbid_conditions": {
+    "hypertension_present": true,
+    "obesity_present": true,
+    "thyroid_disorder_present": false,
+    "heart_disease_present": false
+  },
+  "complications_diagnostic_stage": {
+    "neuropathy_symptoms": true,
+    "retinopathy_symptoms": false,
+    "nephropathy_signs": false,
+    "foot_ulcers_present": false
+  },
+  "emotional_state_placeholder": {
+    "tone": "concerned but cooperative",
+    "mood_variability": "moderate",
+    "cooperation_level": "high"
+  }
+}

datasets/diabetes/cleaned/DIA_005.json

@@ -0,0 +1,126 @@
+{
+  "metadata": {
+    "patient_id": "DIA_005",
+    "created_by": "synthetic_generator_v1",
+    "disease": "Diabetes Mellitus (Type 1)",
+    "version": "v1.0",
+    "created_on": "2025-11-02"
+  },
+  "demographics": {
+    "age": 27,
+    "gender": "Male",
+    "occupation": "Software Developer",
+    "location": "Urban",
+    "marital_status": "Single",
+    "education_level": "Bachelor\u2019s Degree"
+  },
+  "medical_history": {
+    "duration_of_symptoms": "8 months",
+    "previous_conditions": [
+      "Autoimmune thyroiditis (mild)"
+    ],
+    "past_surgeries": [],
+    "known_allergies": [
+      "None"
+    ],
+    "childhood_illnesses": [
+      "Mumps"
+    ],
+    "current_medications": [
+      "Insulin (basal-bolus regimen)"
+    ],
+    "past_medications": [
+      "Short trial of oral hypoglycemics (ineffective)"
+    ],
+    "hospitalizations": "Once (for diabetic ketoacidosis at diagnosis)"
+  },
+  "family_history": {
+    "family_diabetes": "None",
+    "family_heart_disease": "Grandfather",
+    "family_obesity": "None",
+    "other_conditions": "Autoimmune thyroid disorder (mother)"
+  },
+  "symptoms": {
+    "polyuria": true,
+    "polydipsia": true,
+    "polyphagia": true,
+    "fatigue": true,
+    "blurred_vision": true,
+    "weight_loss": true,
+    "slow_healing_wounds": false,
+    "tingling_feet": false,
+    "recurrent_infections": false
+  },
+  "lifestyle": {
+    "diet_type": "Balanced diet with carbohydrate counting",
+    "exercise_frequency": "Moderate (jogging 3x/week)",
+    "sleep_pattern": "Regular (midnight to 7am)",
+    "stress_level": "Moderate",
+    "smoking_status": "Non-smoker",
+    "alcohol_consumption": "Occasional",
+    "work_activity_level": "Sedentary"
+  },
+  "socioeconomic_factors": {
+    "income_level": "Middle",
+    "access_to_healthcare": "Good (urban hospital nearby)",
+    "living_conditions": "Comfortable apartment with family"
+  },
+  "vital_signs": {
+    "height_cm": 178,
+    "weight_kg": 64,
+    "bmi": 20.2,
+    "blood_pressure": "125/80",
+    "pulse_rate": 88,
+    "temperature_celsius": 36.9
+  },
+  "physical_examination": {
+    "skin_condition": "Normal",
+    "foot_examination_findings": "Normal sensation",
+    "vision_assessment": "Clear vision with mild dryness",
+    "neurological_signs": "Normal reflexes"
+  },
+  "lab_tests": {
+    "fasting_glucose_mg_dl": 210,
+    "random_glucose_mg_dl": 300,
+    "postprandial_glucose_mg_dl": 310,
+    "hba1c_percent": 10.2,
+    "cholesterol_mg_dl": 180,
+    "triglycerides_mg_dl": 140,
+    "urine_sugar": "Positive",
+    "serum_creatinine_mg_dl": 0.9,
+    "ogtt_result_mg_dl": 240
+  },
+  "diabetes_classification": {
+    "diabetes_type": "Type 1 Diabetes Mellitus",
+    "diagnosis_year": "2024",
+    "diagnosis_method": "Fasting Glucose + Autoantibody Test",
+    "family_history_diabetes": "None"
+  },
+  "glycemic_monitoring": {
+    "average_fasting_glucose": 185,
+    "average_postprandial_glucose": 260,
+    "hypoglycemic_episodes_per_week": 2
+  },
+  "behavioral_routines": {
+    "meal_timing_regular": true,
+    "water_intake_per_day": "2.8 liters",
+    "sleep_duration_hours": 7
+  },
+  "co_morbid_conditions": {
+    "hypertension_present": false,
+    "obesity_present": false,
+    "thyroid_disorder_present": true,
+    "heart_disease_present": false
+  },
+  "complications_diagnostic_stage": {
+    "neuropathy_symptoms": false,
+    "retinopathy_symptoms": false,
+    "nephropathy_signs": false,
+    "foot_ulcers_present": false
+  },
+  "emotional_state_placeholder": {
+    "tone": "optimistic but cautious",
+    "mood_variability": "moderate",
+    "cooperation_level": "very high"
+  }
+}

datasets/diabetes/cleaned/DIA_006.json

@@ -0,0 +1,122 @@
+{
+  "metadata": {
+    "patient_id": "DIA_006",
+    "created_by": "synthetic_generator_v1",
+    "disease": "Diabetes Mellitus (Type 1)",
+    "version": "v1.0",
+    "created_on": "2025-11-02"
+  },
+  "demographics": {
+    "age": 15,
+    "gender": "Female",
+    "occupation": "Student",
+    "location": "Suburban",
+    "marital_status": "Single",
+    "education_level": "High School"
+  },
+  "medical_history": {
+    "duration_of_symptoms": "4 months",
+    "previous_conditions": [],
+    "past_surgeries": [],
+    "known_allergies": [
+      "None"
+    ],
+    "childhood_illnesses": [
+      "Measles"
+    ],
+    "current_medications": [
+      "Insulin (rapid + long acting)"
+    ],
+    "past_medications": [],
+    "hospitalizations": "Once (for diabetic ketoacidosis)"
+  },
+  "family_history": {
+    "family_diabetes": "None",
+    "family_heart_disease": "None",
+    "family_obesity": "Mother",
+    "other_conditions": "Asthma (father)"
+  },
+  "symptoms": {
+    "polyuria": true,
+    "polydipsia": true,
+    "polyphagia": true,
+    "fatigue": true,
+    "blurred_vision": true,
+    "weight_loss": true,
+    "slow_healing_wounds": false,
+    "tingling_feet": false,
+    "recurrent_infections": false
+  },
+  "lifestyle": {
+    "diet_type": "Controlled diet with low sugar snacks",
+    "exercise_frequency": "High (school sports)",
+    "sleep_pattern": "8 hours nightly",
+    "stress_level": "Low",
+    "smoking_status": "Non-smoker",
+    "alcohol_consumption": "None",
+    "work_activity_level": "High (active student)"
+  },
+  "socioeconomic_factors": {
+    "income_level": "Middle",
+    "access_to_healthcare": "Good",
+    "living_conditions": "Lives with parents in suburban home"
+  },
+  "vital_signs": {
+    "height_cm": 160,
+    "weight_kg": 50,
+    "bmi": 19.5,
+    "blood_pressure": "118/76",
+    "pulse_rate": 90,
+    "temperature_celsius": 36.8
+  },
+  "physical_examination": {
+    "skin_condition": "Normal",
+    "foot_examination_findings": "Normal sensation",
+    "vision_assessment": "Mildly blurred vision during highs",
+    "neurological_signs": "Normal"
+  },
+  "lab_tests": {
+    "fasting_glucose_mg_dl": 220,
+    "random_glucose_mg_dl": 310,
+    "postprandial_glucose_mg_dl": 330,
+    "hba1c_percent": 10.8,
+    "cholesterol_mg_dl": 165,
+    "triglycerides_mg_dl": 130,
+    "urine_sugar": "Positive",
+    "serum_creatinine_mg_dl": 0.8,
+    "ogtt_result_mg_dl": 260
+  },
+  "diabetes_classification": {
+    "diabetes_type": "Type 1 Diabetes Mellitus",
+    "diagnosis_year": "2025",
+    "diagnosis_method": "Blood Glucose + C-peptide + Autoantibodies",
+    "family_history_diabetes": "None"
+  },
+  "glycemic_monitoring": {
+    "average_fasting_glucose": 200,
+    "average_postprandial_glucose": 280,
+    "hypoglycemic_episodes_per_week": 1
+  },
+  "behavioral_routines": {
+    "meal_timing_regular": true,
+    "water_intake_per_day": "2.2 liters",
+    "sleep_duration_hours": 8
+  },
+  "co_morbid_conditions": {
+    "hypertension_present": false,
+    "obesity_present": false,
+    "thyroid_disorder_present": false,
+    "heart_disease_present": false
+  },
+  "complications_diagnostic_stage": {
+    "neuropathy_symptoms": false,
+    "retinopathy_symptoms": false,
+    "nephropathy_signs": false,
+    "foot_ulcers_present": false
+  },
+  "emotional_state_placeholder": {
+    "tone": "cheerful but adjusting",
+    "mood_variability": "mild",
+    "cooperation_level": "high"
+  }
+}

datasets/diabetes/cleaned/DIA_007.json

@@ -0,0 +1,127 @@
+{
+  "metadata": {
+    "patient_id": "DIA_007",
+    "created_by": "synthetic_generator_v1",
+    "disease": "Diabetes Mellitus (Type 1)",
+    "version": "v1.0",
+    "created_on": "2025-11-02"
+  },
+  "demographics": {
+    "age": 35,
+    "gender": "Female",
+    "occupation": "Graphic Designer",
+    "location": "Urban",
+    "marital_status": "Married",
+    "education_level": "Master\u2019s Degree"
+  },
+  "medical_history": {
+    "duration_of_symptoms": "10 years",
+    "previous_conditions": [
+      "Celiac Disease"
+    ],
+    "past_surgeries": [],
+    "known_allergies": [
+      "Gluten"
+    ],
+    "childhood_illnesses": [
+      "None"
+    ],
+    "current_medications": [
+      "Insulin pump (CSII)",
+      "Vitamin D supplement"
+    ],
+    "past_medications": [
+      "Multiple daily injections before pump therapy"
+    ],
+    "hospitalizations": "Twice (mild DKA episodes)"
+  },
+  "family_history": {
+    "family_diabetes": "Uncle (Type 1)",
+    "family_heart_disease": "None",
+    "family_obesity": "None",
+    "other_conditions": "Celiac disease (mother)"
+  },
+  "symptoms": {
+    "polyuria": true,
+    "polydipsia": true,
+    "polyphagia": false,
+    "fatigue": true,
+    "blurred_vision": false,
+    "weight_loss": false,
+    "slow_healing_wounds": false,
+    "tingling_feet": false,
+    "recurrent_infections": false
+  },
+  "lifestyle": {
+    "diet_type": "Gluten-free balanced diet",
+    "exercise_frequency": "Moderate (yoga and walking)",
+    "sleep_pattern": "Regular",
+    "stress_level": "Moderate",
+    "smoking_status": "Non-smoker",
+    "alcohol_consumption": "Rare",
+    "work_activity_level": "Sedentary"
+  },
+  "socioeconomic_factors": {
+    "income_level": "Upper middle",
+    "access_to_healthcare": "Excellent",
+    "living_conditions": "Owns apartment with good facilities"
+  },
+  "vital_signs": {
+    "height_cm": 165,
+    "weight_kg": 60,
+    "bmi": 22.0,
+    "blood_pressure": "120/78",
+    "pulse_rate": 80,
+    "temperature_celsius": 36.6
+  },
+  "physical_examination": {
+    "skin_condition": "Normal",
+    "foot_examination_findings": "Normal",
+    "vision_assessment": "Normal (uses corrective lenses)",
+    "neurological_signs": "Normal"
+  },
+  "lab_tests": {
+    "fasting_glucose_mg_dl": 155,
+    "random_glucose_mg_dl": 220,
+    "postprandial_glucose_mg_dl": 230,
+    "hba1c_percent": 7.6,
+    "cholesterol_mg_dl": 175,
+    "triglycerides_mg_dl": 120,
+    "urine_sugar": "Trace",
+    "serum_creatinine_mg_dl": 0.9,
+    "ogtt_result_mg_dl": 210
+  },
+  "diabetes_classification": {
+    "diabetes_type": "Type 1 Diabetes Mellitus",
+    "diagnosis_year": "2015",
+    "diagnosis_method": "Fasting glucose + autoantibody panel",
+    "family_history_diabetes": "Uncle"
+  },
+  "glycemic_monitoring": {
+    "average_fasting_glucose": 150,
+    "average_postprandial_glucose": 210,
+    "hypoglycemic_episodes_per_week": 3
+  },
+  "behavioral_routines": {
+    "meal_timing_regular": true,
+    "water_intake_per_day": "2 liters",
+    "sleep_duration_hours": 7
+  },
+  "co_morbid_conditions": {
+    "hypertension_present": false,
+    "obesity_present": false,
+    "thyroid_disorder_present": false,
+    "heart_disease_present": false
+  },
+  "complications_diagnostic_stage": {
+    "neuropathy_symptoms": false,
+    "retinopathy_symptoms": false,
+    "nephropathy_signs": false,
+    "foot_ulcers_present": false
+  },
+  "emotional_state_placeholder": {
+    "tone": "calm and proactive",
+    "mood_variability": "low",
+    "cooperation_level": "very high"
+  }
+}

datasets/diabetes/cleaned/DIA_008.json

@@ -0,0 +1,130 @@
+{
+  "metadata": {
+    "patient_id": "DIA_008",
+    "created_by": "synthetic_generator_v1",
+    "disease": "Diabetes Mellitus (Type 1)",
+    "version": "v1.0",
+    "created_on": "2025-11-02"
+  },
+  "demographics": {
+    "age": 58,
+    "gender": "Male",
+    "occupation": "Accountant",
+    "location": "Urban",
+    "marital_status": "Married",
+    "education_level": "Master\u2019s Degree"
+  },
+  "medical_history": {
+    "duration_of_symptoms": "25 years",
+    "previous_conditions": [
+      "Hypertension"
+    ],
+    "past_surgeries": [
+      "Appendectomy"
+    ],
+    "known_allergies": [
+      "Sulfa drugs"
+    ],
+    "childhood_illnesses": [
+      "Chickenpox"
+    ],
+    "current_medications": [
+      "Insulin (pump)",
+      "Lisinopril",
+      "Atorvastatin"
+    ],
+    "past_medications": [
+      "NPH insulin (previous regimen)"
+    ],
+    "hospitalizations": "Multiple (for glucose management education)"
+  },
+  "family_history": {
+    "family_diabetes": "Mother (Type 1)",
+    "family_heart_disease": "Father",
+    "family_obesity": "None",
+    "other_conditions": "None"
+  },
+  "symptoms": {
+    "polyuria": false,
+    "polydipsia": false,
+    "polyphagia": false,
+    "fatigue": true,
+    "blurred_vision": true,
+    "weight_loss": false,
+    "slow_healing_wounds": false,
+    "tingling_feet": true,
+    "recurrent_infections": false
+  },
+  "lifestyle": {
+    "diet_type": "Balanced diet with carb counting",
+    "exercise_frequency": "Low (walks 2x/week)",
+    "sleep_pattern": "Regular (10pm\u20136am)",
+    "stress_level": "Moderate",
+    "smoking_status": "Former smoker",
+    "alcohol_consumption": "Rare",
+    "work_activity_level": "Sedentary"
+  },
+  "socioeconomic_factors": {
+    "income_level": "Upper middle",
+    "access_to_healthcare": "Excellent",
+    "living_conditions": "Comfortable home, private care access"
+  },
+  "vital_signs": {
+    "height_cm": 175,
+    "weight_kg": 72,
+    "bmi": 23.5,
+    "blood_pressure": "135/85",
+    "pulse_rate": 78,
+    "temperature_celsius": 36.7
+  },
+  "physical_examination": {
+    "skin_condition": "Normal with mild dryness",
+    "foot_examination_findings": "Reduced vibration sense",
+    "vision_assessment": "Mild non-proliferative retinopathy",
+    "neurological_signs": "Mild peripheral neuropathy"
+  },
+  "lab_tests": {
+    "fasting_glucose_mg_dl": 140,
+    "random_glucose_mg_dl": 200,
+    "postprandial_glucose_mg_dl": 210,
+    "hba1c_percent": 7.2,
+    "cholesterol_mg_dl": 185,
+    "triglycerides_mg_dl": 150,
+    "urine_sugar": "Trace",
+    "serum_creatinine_mg_dl": 1.0,
+    "ogtt_result_mg_dl": 190
+  },
+  "diabetes_classification": {
+    "diabetes_type": "Type 1 Diabetes Mellitus",
+    "diagnosis_year": "2000",
+    "diagnosis_method": "Autoantibody and insulin level tests",
+    "family_history_diabetes": "Mother"
+  },
+  "glycemic_monitoring": {
+    "average_fasting_glucose": 145,
+    "average_postprandial_glucose": 195,
+    "hypoglycemic_episodes_per_week": 2
+  },
+  "behavioral_routines": {
+    "meal_timing_regular": true,
+    "water_intake_per_day": "2 liters",
+    "sleep_duration_hours": 7
+  },
+  "co_morbid_conditions": {
+    "hypertension_present": true,
+    "obesity_present": false,
+    "thyroid_disorder_present": false,
+    "heart_disease_present": false
+  },
+  "complications_diagnostic_stage": {
+    "neuropathy_symptoms": true,
+    "retinopathy_symptoms": true,
+    "nephropathy_signs": false,
+    "foot_ulcers_present": false
+  },
+  "emotional_state_placeholder": {
+    "tone": "disciplined and experienced",
+    "mood_variability": "low",
+    "cooperation_level": "very high"
+  }
+}

datasets/diabetes/cleaned/DIA_009.json

@@ -0,0 +1,126 @@
+{
+  "metadata": {
+    "patient_id": "DIA_009",
+    "created_by": "synthetic_generator_v1",
+    "disease": "Diabetes Mellitus (Type 1)",
+    "version": "v1.0",
+    "created_on": "2025-11-02"
+  },
+  "demographics": {
+    "age": 28,
+    "gender": "Female",
+    "occupation": "Teacher",
+    "location": "Urban",
+    "marital_status": "Single",
+    "education_level": "Bachelor\u2019s Degree"
+  },
+  "medical_history": {
+    "duration_of_symptoms": "8 years",
+    "previous_conditions": [],
+    "past_surgeries": [
+      "Appendectomy (2019)"
+    ],
+    "known_allergies": [
+      "Penicillin"
+    ],
+    "childhood_illnesses": [
+      "Mumps"
+    ],
+    "current_medications": [
+      "Insulin (Basal-Bolus regimen)"
+    ],
+    "past_medications": [
+      "Metformin (discontinued after diagnosis confirmation)"
+    ],
+    "hospitalizations": "One episode of diabetic ketoacidosis in 2021"
+  },
+  "family_history": {
+    "family_diabetes": "Mother (Type 1)",
+    "family_heart_disease": "None",
+    "family_obesity": "None",
+    "other_conditions": "Maternal thyroid disorder"
+  },
+  "symptoms": {
+    "polyuria": true,
+    "polydipsia": true,
+    "polyphagia": true,
+    "fatigue": true,
+    "blurred_vision": true,
+    "weight_loss": true,
+    "slow_healing_wounds": false,
+    "tingling_feet": false,
+    "recurrent_infections": false
+  },
+  "lifestyle": {
+    "diet_type": "Balanced diet (moderate carbs, low sugar)",
+    "exercise_frequency": "Light jog 3 times a week",
+    "sleep_pattern": "Regular, 7\u20138 hours",
+    "stress_level": "Mild",
+    "smoking_status": "Non-smoker",
+    "alcohol_consumption": "Occasional (social)",
+    "work_activity_level": "Moderate"
+  },
+  "socioeconomic_factors": {
+    "income_level": "Middle",
+    "access_to_healthcare": "Good",
+    "living_conditions": "Comfortable apartment in city"
+  },
+  "vital_signs": {
+    "height_cm": 165,
+    "weight_kg": 58,
+    "bmi": 21.3,
+    "blood_pressure": "118/75",
+    "pulse_rate": 80,
+    "temperature_celsius": 36.7
+  },
+  "physical_examination": {
+    "skin_condition": "Normal",
+    "foot_examination_findings": "No ulcers, normal sensation",
+    "vision_assessment": "Clear",
+    "neurological_signs": "Normal reflexes"
+  },
+  "lab_tests": {
+    "fasting_glucose_mg_dl": 160,
+    "random_glucose_mg_dl": 240,
+    "postprandial_glucose_mg_dl": 250,
+    "hba1c_percent": 8.2,
+    "cholesterol_mg_dl": 190,
+    "triglycerides_mg_dl": 130,
+    "urine_sugar": "Positive",
+    "serum_creatinine_mg_dl": 0.8,
+    "ogtt_result_mg_dl": 230
+  },
+  "diabetes_classification": {
+    "diabetes_type": "Type 1 Diabetes Mellitus",
+    "diagnosis_year": "2017",
+    "diagnosis_method": "Fasting Blood Sugar + Autoantibody Test",
+    "family_history_diabetes": "Mother"
+  },
+  "glycemic_monitoring": {
+    "average_fasting_glucose": 150,
+    "average_postprandial_glucose": 210,
+    "hypoglycemic_episodes_per_week": 2
+  },
+  "behavioral_routines": {
+    "meal_timing_regular": true,
+    "water_intake_per_day": "2 liters",
+    "sleep_duration_hours": 7.5
+  },
+  "co_morbid_conditions": {
+    "hypertension_present": false,
+    "obesity_present": false,
+    "thyroid_disorder_present": true,
+    "heart_disease_present": false
+  },
+  "complications_diagnostic_stage": {
+    "neuropathy_symptoms": false,
+    "retinopathy_symptoms": false,
+    "nephropathy_signs": false,
+    "foot_ulcers_present": false
+  },
+  "emotional_state_placeholder": {
+    "tone": "calm and cooperative",
+    "mood_variability": "stable",
+    "cooperation_level": "high"
+  }
+}

datasets/diabetes/cleaned/DIA_010.json

@@ -0,0 +1,118 @@
+{
+  "metadata": {
+    "patient_id": "DIA_010",
+    "created_by": "synthetic_generator_v1",
+    "disease": "Diabetes Mellitus (Type 1)",
+    "version": "v1.0",
+    "created_on": "2025-11-02"
+  },
+  "demographics": {
+    "age": 22,
+    "gender": "Male",
+    "occupation": "University Student",
+    "location": "Urban",
+    "marital_status": "Single",
+    "education_level": "Undergraduate"
+  },
+  "medical_history": {
+    "duration_of_symptoms": "6 months",
+    "previous_conditions": [],
+    "past_surgeries": [],
+    "known_allergies": [],
+    "childhood_illnesses": [],
+    "current_medications": [
+      "Insulin (Basal-Bolus regimen)"
+    ],
+    "past_medications": [],
+    "hospitalizations": "None"
+  },
+  "family_history": {
+    "family_diabetes": "None",
+    "family_heart_disease": "None",
+    "family_obesity": "None",
+    "other_conditions": "None"
+  },
+  "symptoms": {
+    "polyuria": true,
+    "polydipsia": true,
+    "polyphagia": true,
+    "fatigue": true,
+    "blurred_vision": false,
+    "weight_loss": true,
+    "slow_healing_wounds": false,
+    "tingling_feet": false,
+    "recurrent_infections": false
+  },
+  "lifestyle": {
+    "diet_type": "Mixed diet (home-cooked meals, occasional snacks)",
+    "exercise_frequency": "Light (walking and cycling to university)",
+    "sleep_pattern": "Regular, 7 hours",
+    "stress_level": "Moderate (academic)",
+    "smoking_status": "Non-smoker",
+    "alcohol_consumption": "None",
+    "work_activity_level": "Low"
+  },
+  "socioeconomic_factors": {
+    "income_level": "Dependent (student)",
+    "access_to_healthcare": "Good (university clinic and private hospital nearby)",
+    "living_conditions": "Shared hostel accommodation"
+  },
+  "vital_signs": {
+    "height_cm": 178,
+    "weight_kg": 68,
+    "bmi": 21.5,
+    "blood_pressure": "115/72",
+    "pulse_rate": 78,
+    "temperature_celsius": 36.6
+  },
+  "physical_examination": {
+    "skin_condition": "Normal",
+    "foot_examination_findings": "Normal sensation",
+    "vision_assessment": "Normal",
+    "neurological_signs": "Normal reflexes"
+  },
+  "lab_tests": {
+    "fasting_glucose_mg_dl": 170,
+    "random_glucose_mg_dl": 260,
+    "postprandial_glucose_mg_dl": 275,
+    "hba1c_percent": 8.9,
+    "cholesterol_mg_dl": 180,
+    "triglycerides_mg_dl": 140,
+    "urine_sugar": "Positive",
+    "serum_creatinine_mg_dl": 0.9,
+    "ogtt_result_mg_dl": 250
+  },
+  "diabetes_classification": {
+    "diabetes_type": "Type 1 Diabetes Mellitus",
+    "diagnosis_year": "2025",
+    "diagnosis_method": "Fasting Glucose + HbA1c + C-Peptide Test",
+    "family_history_diabetes": "None"
+  },
+  "glycemic_monitoring": {
+    "average_fasting_glucose": 160,
+    "average_postprandial_glucose": 240,
+    "hypoglycemic_episodes_per_week": 1
+  },
+  "behavioral_routines": {
+    "meal_timing_regular": true,
+    "water_intake_per_day": "2.2 liters",
+    "sleep_duration_hours": 7
+  },
+  "co_morbid_conditions": {
+    "hypertension_present": false,
+    "obesity_present": false,
+    "thyroid_disorder_present": false,
+    "heart_disease_present": false
+  },
+  "complications_diagnostic_stage": {
+    "neuropathy_symptoms": false,
+    "retinopathy_symptoms": false,
+    "nephropathy_signs": false,
+    "foot_ulcers_present": false
+  },
+  "emotional_state_placeholder": {
+    "tone": "optimistic but slightly anxious",
+    "mood_variability": "moderate",
+    "cooperation_level": "high"
+  }
+}

datasets/diabetes/rag_text_enriched/DIA_001.txt

@@ -0,0 +1,40 @@
+Patient Case ID: DIA_001
+
+[SECTION: DEMOGRAPHICS]
+A 52-year-old Male Shopkeeper from a Urban area. Marital status: Married, education: High School.
+Duration of symptoms: 9 months.
+
+[SECTION: MEDICAL HISTORY]
+Previous conditions: Hypertension. Surgeries: Appendectomy. Allergies: None. Currently taking: Amlodipine 5mg daily.
+
+[SECTION: FAMILY HISTORY]
+Diabetes: Father; Heart disease: Mother
+
+[SECTION: SYMPTOMS]
+Patient reports: polyuria, polydipsia, fatigue, blurred vision, weight loss, tingling feet.
+
+[SECTION: LIFESTYLE & SOCIOECONOMICS]
+Diet: High in carbohydrates and sugars, Exercise: Rarely, Sleep: Irregular (5–6 hours), Stress: High.
+Smoking: Occasional smoker, Alcohol: None.
+Socioeconomic: Income Medium, Healthcare access Moderate, Living conditions Urban residence with family.
+
+[SECTION: VITALS & EXAMINATION]
+BP: 142/90, Pulse: 84 bpm, BMI: 28.4 (Height: 170 cm, Weight: 82 kg).
+Skin: Normal. Foot exam: Slight numbness, no ulcers. Vision: Mild blurred vision. Neurological: Reduced vibration sense in feet.
+
+[SECTION: LAB RESULTS]
+fasting glucose mg dl: 168, random glucose mg dl: 245, postprandial glucose mg dl: 252, hba1c percent: 8.3, cholesterol mg dl: 210, triglycerides mg dl: 175, urine sugar: Positive, serum creatinine mg dl: 1.0, ogtt result mg dl: 225
+
+[SECTION: GLYCEMIC MONITORING]
+Average fasting glucose: 160 mg/dL, Postprandial: 240 mg/dL, Hypoglycemia episodes/week: 0.
+
+[SECTION: BEHAVIOR & EMOTIONAL STATE]
+Meals regular: False, Water intake: 1.5 liters, Sleep duration: 6 hours.
+Tone: cooperative, mood variability: mild, cooperation level: high.
+
+[SECTION: DISEASE CLASSIFICATION & CO-MORBIDITIES]
+Diagnosed with Type 2 Diabetes Mellitus in 2025 via Fasting blood glucose and HbA1c. Family history of diabetes: Father.
+Co-morbidities: hypertension: True, obesity: False, thyroid disorder: False, heart disease: False.
+
+[SECTION: DIAGNOSTIC COMPLICATIONS]
+neuropathy symptoms: True, retinopathy symptoms: False, nephropathy signs: False, foot ulcers present: False

datasets/diabetes/rag_text_enriched/DIA_002.txt

@@ -0,0 +1,40 @@
+Patient Case ID: DIA_002
+
+[SECTION: DEMOGRAPHICS]
+A 38-year-old Female Software Engineer from a Urban area. Marital status: Single, education: Master’s Degree.
+Duration of symptoms: 6 months.
+
+[SECTION: MEDICAL HISTORY]
+Previous conditions: Gestational diabetes (previous pregnancy). Surgeries: Cesarean section. Allergies: Sulfa drugs. Currently taking: none.
+
+[SECTION: FAMILY HISTORY]
+Diabetes: Mother; Heart disease: Grandfather; Obesity: Mother
+
+[SECTION: SYMPTOMS]
+Patient reports: polyuria, polydipsia, polyphagia, fatigue, recurrent infections.
+
+[SECTION: LIFESTYLE & SOCIOECONOMICS]
+Diet: High in fast food, low in fiber, Exercise: Once a week, Sleep: Late-night work hours, Stress: Very high.
+Smoking: No, Alcohol: Occasional.
+Socioeconomic: Income High, Healthcare access Good, Living conditions Apartment in city center.
+
+[SECTION: VITALS & EXAMINATION]
+BP: 130/85, Pulse: 80 bpm, BMI: 28.3 (Height: 165 cm, Weight: 77 kg).
+Skin: Slight dryness. Foot exam: Normal sensation. Vision: Normal. Neurological: No abnormalities.
+
+[SECTION: LAB RESULTS]
+fasting glucose mg dl: 155, random glucose mg dl: 210, postprandial glucose mg dl: 230, hba1c percent: 7.9, cholesterol mg dl: 190, triglycerides mg dl: 160, urine sugar: Trace, serum creatinine mg dl: 0.8, ogtt result mg dl: 198
+
+[SECTION: GLYCEMIC MONITORING]
+Average fasting glucose: 150 mg/dL, Postprandial: 225 mg/dL, Hypoglycemia episodes/week: 0.
+
+[SECTION: BEHAVIOR & EMOTIONAL STATE]
+Meals regular: False, Water intake: 1.8 liters, Sleep duration: 5 hours.
+Tone: slightly anxious, mood variability: moderate, cooperation level: high.
+
+[SECTION: DISEASE CLASSIFICATION & CO-MORBIDITIES]
+Diagnosed with Type 2 Diabetes Mellitus in 2025 via Oral Glucose Tolerance Test (OGTT). Family history of diabetes: Mother.
+Co-morbidities: hypertension: False, obesity: True, thyroid disorder: False, heart disease: False.
+
+[SECTION: DIAGNOSTIC COMPLICATIONS]
+neuropathy symptoms: False, retinopathy symptoms: False, nephropathy signs: False, foot ulcers present: False

datasets/diabetes/rag_text_enriched/DIA_003.txt

@@ -0,0 +1,40 @@
+Patient Case ID: DIA_003
+
+[SECTION: DEMOGRAPHICS]
+A 62-year-old Male Farmer from a Rural area. Marital status: Married, education: Primary School.
+Duration of symptoms: 3 years.
+
+[SECTION: MEDICAL HISTORY]
+Previous conditions: Hypertension, Hyperlipidemia. Surgeries: none. Allergies: none. Currently taking: Amlodipine.
+
+[SECTION: FAMILY HISTORY]
+Diabetes: Brother; Heart disease: Father
+
+[SECTION: SYMPTOMS]
+Patient reports: polyuria, polydipsia, fatigue, blurred vision, weight loss, slow healing wounds, tingling feet.
+
+[SECTION: LIFESTYLE & SOCIOECONOMICS]
+Diet: High in carbohydrates, low vegetables, Exercise: Daily (physical labor), Sleep: Early to bed, early to rise, Stress: Low.
+Smoking: Occasional, Alcohol: None.
+Socioeconomic: Income Moderate, Healthcare access Limited (rural clinic), Living conditions Rural home with family.
+
+[SECTION: VITALS & EXAMINATION]
+BP: 145/92, Pulse: 78 bpm, BMI: 28.0 (Height: 172 cm, Weight: 83 kg).
+Skin: Dry skin, minor cracks on heels. Foot exam: Reduced sensation on soles. Vision: Blurred. Neurological: Mild peripheral neuropathy.
+
+[SECTION: LAB RESULTS]
+fasting glucose mg dl: 190, random glucose mg dl: 260, postprandial glucose mg dl: 275, hba1c percent: 9.1, cholesterol mg dl: 230, triglycerides mg dl: 195, urine sugar: Positive, serum creatinine mg dl: 1.0, ogtt result mg dl: 215
+
+[SECTION: GLYCEMIC MONITORING]
+Average fasting glucose: 185 mg/dL, Postprandial: 260 mg/dL, Hypoglycemia episodes/week: 0.
+
+[SECTION: BEHAVIOR & EMOTIONAL STATE]
+Meals regular: True, Water intake: 2.5 liters, Sleep duration: 7 hours.
+Tone: calm, mood variability: low, cooperation level: high.
+
+[SECTION: DISEASE CLASSIFICATION & CO-MORBIDITIES]
+Diagnosed with Type 2 Diabetes Mellitus in 2023 via Random Blood Sugar Test + HbA1c. Family history of diabetes: Brother.
+Co-morbidities: hypertension: True, obesity: False, thyroid disorder: False, heart disease: False.
+
+[SECTION: DIAGNOSTIC COMPLICATIONS]
+neuropathy symptoms: True, retinopathy symptoms: True, nephropathy signs: False, foot ulcers present: False

datasets/diabetes/rag_text_enriched/DIA_004.txt

@@ -0,0 +1,40 @@
+Patient Case ID: DIA_004
+
+[SECTION: DEMOGRAPHICS]
+A 49-year-old Female School Teacher from a Urban area. Marital status: Married, education: Bachelor’s Degree.
+Duration of symptoms: 5 years.
+
+[SECTION: MEDICAL HISTORY]
+Previous conditions: Hypertension, High Cholesterol. Surgeries: Gallbladder removal (Cholecystectomy). Allergies: Penicillin. Currently taking: Metformin, Atorvastatin.
+
+[SECTION: FAMILY HISTORY]
+Diabetes: Mother; Heart disease: Grandfather; Obesity: Sister
+
+[SECTION: SYMPTOMS]
+Patient reports: polyuria, polydipsia, polyphagia, fatigue, slow healing wounds, tingling feet, recurrent infections.
+
+[SECTION: LIFESTYLE & SOCIOECONOMICS]
+Diet: Mixed diet with occasional sweets, Exercise: Low (sedentary work), Sleep: Irregular sleep hours due to stress, Stress: High.
+Smoking: Non-smoker, Alcohol: Occasional (social events).
+Socioeconomic: Income Middle, Healthcare access Good, Living conditions Apartment in city.
+
+[SECTION: VITALS & EXAMINATION]
+BP: 150/95, Pulse: 86 bpm, BMI: 31.2 (Height: 160 cm, Weight: 80 kg).
+Skin: Normal with mild dryness. Foot exam: Mild loss of sensation at toes. Vision: Normal with glasses. Neurological: Mild peripheral neuropathy.
+
+[SECTION: LAB RESULTS]
+fasting glucose mg dl: 170, random glucose mg dl: 245, postprandial glucose mg dl: 260, hba1c percent: 8.5, cholesterol mg dl: 230, triglycerides mg dl: 190, urine sugar: Positive, serum creatinine mg dl: 1.0, ogtt result mg dl: 210
+
+[SECTION: GLYCEMIC MONITORING]
+Average fasting glucose: 165 mg/dL, Postprandial: 240 mg/dL, Hypoglycemia episodes/week: 1.
+
+[SECTION: BEHAVIOR & EMOTIONAL STATE]
+Meals regular: False, Water intake: 1.8 liters, Sleep duration: 6 hours.
+Tone: concerned but cooperative, mood variability: moderate, cooperation level: high.
+
+[SECTION: DISEASE CLASSIFICATION & CO-MORBIDITIES]
+Diagnosed with Type 2 Diabetes Mellitus in 2020 via Fasting Blood Sugar + HbA1c. Family history of diabetes: Mother.
+Co-morbidities: hypertension: True, obesity: True, thyroid disorder: False, heart disease: False.
+
+[SECTION: DIAGNOSTIC COMPLICATIONS]
+neuropathy symptoms: True, retinopathy symptoms: False, nephropathy signs: False, foot ulcers present: False

datasets/diabetes/rag_text_enriched/DIA_005.txt

@@ -0,0 +1,40 @@
+Patient Case ID: DIA_005
+
+[SECTION: DEMOGRAPHICS]
+A 27-year-old Male Software Developer from a Urban area. Marital status: Single, education: Bachelor’s Degree.
+Duration of symptoms: 8 months.
+
+[SECTION: MEDICAL HISTORY]
+Previous conditions: Autoimmune thyroiditis (mild). Surgeries: none. Allergies: None. Currently taking: Insulin (basal-bolus regimen).
+
+[SECTION: FAMILY HISTORY]
+Heart disease: Grandfather; Other conditions: Autoimmune thyroid disorder (mother)
+
+[SECTION: SYMPTOMS]
+Patient reports: polyuria, polydipsia, polyphagia, fatigue, blurred vision, weight loss.
+
+[SECTION: LIFESTYLE & SOCIOECONOMICS]
+Diet: Balanced diet with carbohydrate counting, Exercise: Moderate (jogging 3x/week), Sleep: Regular (midnight to 7am), Stress: Moderate.
+Smoking: Non-smoker, Alcohol: Occasional.
+Socioeconomic: Income Middle, Healthcare access Good (urban hospital nearby), Living conditions Comfortable apartment with family.
+
+[SECTION: VITALS & EXAMINATION]
+BP: 125/80, Pulse: 88 bpm, BMI: 20.2 (Height: 178 cm, Weight: 64 kg).
+Skin: Normal. Foot exam: Normal sensation. Vision: Clear vision with mild dryness. Neurological: Normal reflexes.
+
+[SECTION: LAB RESULTS]
+fasting glucose mg dl: 210, random glucose mg dl: 300, postprandial glucose mg dl: 310, hba1c percent: 10.2, cholesterol mg dl: 180, triglycerides mg dl: 140, urine sugar: Positive, serum creatinine mg dl: 0.9, ogtt result mg dl: 240
+
+[SECTION: GLYCEMIC MONITORING]
+Average fasting glucose: 185 mg/dL, Postprandial: 260 mg/dL, Hypoglycemia episodes/week: 2.
+
+[SECTION: BEHAVIOR & EMOTIONAL STATE]
+Meals regular: True, Water intake: 2.8 liters, Sleep duration: 7 hours.
+Tone: optimistic but cautious, mood variability: moderate, cooperation level: very high.
+
+[SECTION: DISEASE CLASSIFICATION & CO-MORBIDITIES]
+Diagnosed with Type 1 Diabetes Mellitus in 2024 via Fasting Glucose + Autoantibody Test. Family history of diabetes: None.
+Co-morbidities: hypertension: False, obesity: False, thyroid disorder: True, heart disease: False.
+
+[SECTION: DIAGNOSTIC COMPLICATIONS]
+neuropathy symptoms: False, retinopathy symptoms: False, nephropathy signs: False, foot ulcers present: False

datasets/diabetes/rag_text_enriched/DIA_006.txt

@@ -0,0 +1,40 @@
+Patient Case ID: DIA_006
+
+[SECTION: DEMOGRAPHICS]
+A 15-year-old Female Student from a Suburban area. Marital status: Single, education: High School.
+Duration of symptoms: 4 months.
+
+[SECTION: MEDICAL HISTORY]
+Previous conditions: none. Surgeries: none. Allergies: None. Currently taking: Insulin (rapid + long acting).
+
+[SECTION: FAMILY HISTORY]
+Obesity: Mother; Other conditions: Asthma (father)
+
+[SECTION: SYMPTOMS]
+Patient reports: polyuria, polydipsia, polyphagia, fatigue, blurred vision, weight loss.
+
+[SECTION: LIFESTYLE & SOCIOECONOMICS]
+Diet: Controlled diet with low sugar snacks, Exercise: High (school sports), Sleep: 8 hours nightly, Stress: Low.
+Smoking: Non-smoker, Alcohol: None.
+Socioeconomic: Income Middle, Healthcare access Good, Living conditions Lives with parents in suburban home.
+
+[SECTION: VITALS & EXAMINATION]
+BP: 118/76, Pulse: 90 bpm, BMI: 19.5 (Height: 160 cm, Weight: 50 kg).
+Skin: Normal. Foot exam: Normal sensation. Vision: Mildly blurred vision during highs. Neurological: Normal.
+
+[SECTION: LAB RESULTS]
+fasting glucose mg dl: 220, random glucose mg dl: 310, postprandial glucose mg dl: 330, hba1c percent: 10.8, cholesterol mg dl: 165, triglycerides mg dl: 130, urine sugar: Positive, serum creatinine mg dl: 0.8, ogtt result mg dl: 260
+
+[SECTION: GLYCEMIC MONITORING]
+Average fasting glucose: 200 mg/dL, Postprandial: 280 mg/dL, Hypoglycemia episodes/week: 1.
+
+[SECTION: BEHAVIOR & EMOTIONAL STATE]
+Meals regular: True, Water intake: 2.2 liters, Sleep duration: 8 hours.
+Tone: cheerful but adjusting, mood variability: mild, cooperation level: high.
+
+[SECTION: DISEASE CLASSIFICATION & CO-MORBIDITIES]
+Diagnosed with Type 1 Diabetes Mellitus in 2025 via Blood Glucose + C-peptide + Autoantibodies. Family history of diabetes: None.
+Co-morbidities: hypertension: False, obesity: False, thyroid disorder: False, heart disease: False.
+
+[SECTION: DIAGNOSTIC COMPLICATIONS]
+neuropathy symptoms: False, retinopathy symptoms: False, nephropathy signs: False, foot ulcers present: False

datasets/diabetes/rag_text_enriched/DIA_007.txt

@@ -0,0 +1,40 @@
+Patient Case ID: DIA_007
+
+[SECTION: DEMOGRAPHICS]
+A 35-year-old Female Graphic Designer from a Urban area. Marital status: Married, education: Master’s Degree.
+Duration of symptoms: 10 years.
+
+[SECTION: MEDICAL HISTORY]
+Previous conditions: Celiac Disease. Surgeries: none. Allergies: Gluten. Currently taking: Insulin pump (CSII), Vitamin D supplement.
+
+[SECTION: FAMILY HISTORY]
+Diabetes: Uncle (Type 1); Other conditions: Celiac disease (mother)
+
+[SECTION: SYMPTOMS]
+Patient reports: polyuria, polydipsia, fatigue.
+
+[SECTION: LIFESTYLE & SOCIOECONOMICS]
+Diet: Gluten-free balanced diet, Exercise: Moderate (yoga and walking), Sleep: Regular, Stress: Moderate.
+Smoking: Non-smoker, Alcohol: Rare.
+Socioeconomic: Income Upper middle, Healthcare access Excellent, Living conditions Owns apartment with good facilities.
+
+[SECTION: VITALS & EXAMINATION]
+BP: 120/78, Pulse: 80 bpm, BMI: 22.0 (Height: 165 cm, Weight: 60 kg).
+Skin: Normal. Foot exam: Normal. Vision: Normal (uses corrective lenses). Neurological: Normal.
+
+[SECTION: LAB RESULTS]
+fasting glucose mg dl: 155, random glucose mg dl: 220, postprandial glucose mg dl: 230, hba1c percent: 7.6, cholesterol mg dl: 175, triglycerides mg dl: 120, urine sugar: Trace, serum creatinine mg dl: 0.9, ogtt result mg dl: 210
+
+[SECTION: GLYCEMIC MONITORING]
+Average fasting glucose: 150 mg/dL, Postprandial: 210 mg/dL, Hypoglycemia episodes/week: 3.
+
+[SECTION: BEHAVIOR & EMOTIONAL STATE]
+Meals regular: True, Water intake: 2 liters, Sleep duration: 7 hours.
+Tone: calm and proactive, mood variability: low, cooperation level: very high.
+
+[SECTION: DISEASE CLASSIFICATION & CO-MORBIDITIES]
+Diagnosed with Type 1 Diabetes Mellitus in 2015 via Fasting glucose + autoantibody panel. Family history of diabetes: Uncle.
+Co-morbidities: hypertension: False, obesity: False, thyroid disorder: False, heart disease: False.
+
+[SECTION: DIAGNOSTIC COMPLICATIONS]
+neuropathy symptoms: False, retinopathy symptoms: False, nephropathy signs: False, foot ulcers present: False

datasets/diabetes/rag_text_enriched/DIA_008.txt

@@ -0,0 +1,40 @@
+Patient Case ID: DIA_008
+
+[SECTION: DEMOGRAPHICS]
+A 58-year-old Male Accountant from a Urban area. Marital status: Married, education: Master’s Degree.
+Duration of symptoms: 25 years.
+
+[SECTION: MEDICAL HISTORY]
+Previous conditions: Hypertension. Surgeries: Appendectomy. Allergies: Sulfa drugs. Currently taking: Insulin (pump), Lisinopril, Atorvastatin.
+
+[SECTION: FAMILY HISTORY]
+Diabetes: Mother (Type 1); Heart disease: Father
+
+[SECTION: SYMPTOMS]
+Patient reports: fatigue, blurred vision, tingling feet.
+
+[SECTION: LIFESTYLE & SOCIOECONOMICS]
+Diet: Balanced diet with carb counting, Exercise: Low (walks 2x/week), Sleep: Regular (10pm–6am), Stress: Moderate.
+Smoking: Former smoker, Alcohol: Rare.
+Socioeconomic: Income Upper middle, Healthcare access Excellent, Living conditions Comfortable home, private care access.
+
+[SECTION: VITALS & EXAMINATION]
+BP: 135/85, Pulse: 78 bpm, BMI: 23.5 (Height: 175 cm, Weight: 72 kg).
+Skin: Normal with mild dryness. Foot exam: Reduced vibration sense. Vision: Mild non-proliferative retinopathy. Neurological: Mild peripheral neuropathy.
+
+[SECTION: LAB RESULTS]
+fasting glucose mg dl: 140, random glucose mg dl: 200, postprandial glucose mg dl: 210, hba1c percent: 7.2, cholesterol mg dl: 185, triglycerides mg dl: 150, urine sugar: Trace, serum creatinine mg dl: 1.0, ogtt result mg dl: 190
+
+[SECTION: GLYCEMIC MONITORING]
+Average fasting glucose: 145 mg/dL, Postprandial: 195 mg/dL, Hypoglycemia episodes/week: 2.
+
+[SECTION: BEHAVIOR & EMOTIONAL STATE]
+Meals regular: True, Water intake: 2 liters, Sleep duration: 7 hours.
+Tone: disciplined and experienced, mood variability: low, cooperation level: very high.
+
+[SECTION: DISEASE CLASSIFICATION & CO-MORBIDITIES]
+Diagnosed with Type 1 Diabetes Mellitus in 2000 via Autoantibody and insulin level tests. Family history of diabetes: Mother.
+Co-morbidities: hypertension: True, obesity: False, thyroid disorder: False, heart disease: False.
+
+[SECTION: DIAGNOSTIC COMPLICATIONS]
+neuropathy symptoms: True, retinopathy symptoms: True, nephropathy signs: False, foot ulcers present: False

datasets/diabetes/rag_text_enriched/DIA_009.txt

@@ -0,0 +1,40 @@
+Patient Case ID: DIA_009
+
+[SECTION: DEMOGRAPHICS]
+A 28-year-old Female Teacher from a Urban area. Marital status: Single, education: Bachelor’s Degree.
+Duration of symptoms: 8 years.
+
+[SECTION: MEDICAL HISTORY]
+Previous conditions: none. Surgeries: Appendectomy (2019). Allergies: Penicillin. Currently taking: Insulin (Basal-Bolus regimen).
+
+[SECTION: FAMILY HISTORY]
+Diabetes: Mother (Type 1); Other conditions: Maternal thyroid disorder
+
+[SECTION: SYMPTOMS]
+Patient reports: polyuria, polydipsia, polyphagia, fatigue, blurred vision, weight loss.
+
+[SECTION: LIFESTYLE & SOCIOECONOMICS]
+Diet: Balanced diet (moderate carbs, low sugar), Exercise: Light jog 3 times a week, Sleep: Regular, 7–8 hours, Stress: Mild.
+Smoking: Non-smoker, Alcohol: Occasional (social).
+Socioeconomic: Income Middle, Healthcare access Good, Living conditions Comfortable apartment in city.
+
+[SECTION: VITALS & EXAMINATION]
+BP: 118/75, Pulse: 80 bpm, BMI: 21.3 (Height: 165 cm, Weight: 58 kg).
+Skin: Normal. Foot exam: No ulcers, normal sensation. Vision: Clear. Neurological: Normal reflexes.
+
+[SECTION: LAB RESULTS]
+fasting glucose mg dl: 160, random glucose mg dl: 240, postprandial glucose mg dl: 250, hba1c percent: 8.2, cholesterol mg dl: 190, triglycerides mg dl: 130, urine sugar: Positive, serum creatinine mg dl: 0.8, ogtt result mg dl: 230
+
+[SECTION: GLYCEMIC MONITORING]
+Average fasting glucose: 150 mg/dL, Postprandial: 210 mg/dL, Hypoglycemia episodes/week: 2.
+
+[SECTION: BEHAVIOR & EMOTIONAL STATE]
+Meals regular: True, Water intake: 2 liters, Sleep duration: 7.5 hours.
+Tone: calm and cooperative, mood variability: stable, cooperation level: high.
+
+[SECTION: DISEASE CLASSIFICATION & CO-MORBIDITIES]
+Diagnosed with Type 1 Diabetes Mellitus in 2017 via Fasting Blood Sugar + Autoantibody Test. Family history of diabetes: Mother.
+Co-morbidities: hypertension: False, obesity: False, thyroid disorder: True, heart disease: False.
+
+[SECTION: DIAGNOSTIC COMPLICATIONS]
+neuropathy symptoms: False, retinopathy symptoms: False, nephropathy signs: False, foot ulcers present: False

datasets/diabetes/rag_text_enriched/DIA_010.txt

@@ -0,0 +1,40 @@
+Patient Case ID: DIA_010
+
+[SECTION: DEMOGRAPHICS]
+A 22-year-old Male University Student from a Urban area. Marital status: Single, education: Undergraduate.
+Duration of symptoms: 6 months.
+
+[SECTION: MEDICAL HISTORY]
+Previous conditions: none. Surgeries: none. Allergies: none. Currently taking: Insulin (Basal-Bolus regimen).
+
+[SECTION: FAMILY HISTORY]
+Family history non-contributory.
+
+[SECTION: SYMPTOMS]
+Patient reports: polyuria, polydipsia, polyphagia, fatigue, weight loss.
+
+[SECTION: LIFESTYLE & SOCIOECONOMICS]
+Diet: Mixed diet (home-cooked meals, occasional snacks), Exercise: Light (walking and cycling to university), Sleep: Regular, 7 hours, Stress: Moderate (academic).
+Smoking: Non-smoker, Alcohol: None.
+Socioeconomic: Income Dependent (student), Healthcare access Good (university clinic and private hospital nearby), Living conditions Shared hostel accommodation.
+
+[SECTION: VITALS & EXAMINATION]
+BP: 115/72, Pulse: 78 bpm, BMI: 21.5 (Height: 178 cm, Weight: 68 kg).
+Skin: Normal. Foot exam: Normal sensation. Vision: Normal. Neurological: Normal reflexes.
+
+[SECTION: LAB RESULTS]
+fasting glucose mg dl: 170, random glucose mg dl: 260, postprandial glucose mg dl: 275, hba1c percent: 8.9, cholesterol mg dl: 180, triglycerides mg dl: 140, urine sugar: Positive, serum creatinine mg dl: 0.9, ogtt result mg dl: 250
+
+[SECTION: GLYCEMIC MONITORING]
+Average fasting glucose: 160 mg/dL, Postprandial: 240 mg/dL, Hypoglycemia episodes/week: 1.
+
+[SECTION: BEHAVIOR & EMOTIONAL STATE]
+Meals regular: True, Water intake: 2.2 liters, Sleep duration: 7 hours.
+Tone: optimistic but slightly anxious, mood variability: moderate, cooperation level: high.
+
+[SECTION: DISEASE CLASSIFICATION & CO-MORBIDITIES]
+Diagnosed with Type 1 Diabetes Mellitus in 2025 via Fasting Glucose + HbA1c + C-Peptide Test. Family history of diabetes: None.
+Co-morbidities: hypertension: False, obesity: False, thyroid disorder: False, heart disease: False.
+
+[SECTION: DIAGNOSTIC COMPLICATIONS]
+neuropathy symptoms: False, retinopathy symptoms: False, nephropathy signs: False, foot ulcers present: False

datasets/diabetes/vectorstores/DIA_001_index.pkl

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datasets/diabetes/vectorstores/DIA_002_index.pkl

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datasets/diabetes/vectorstores/DIA_003_index.pkl

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datasets/diabetes/vectorstores/DIA_004_index.pkl

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datasets/diabetes/vectorstores/DIA_005_index.pkl

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datasets/diabetes/vectorstores/DIA_006_index.pkl

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datasets/diabetes/vectorstores/DIA_007_index.pkl

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datasets/diabetes/vectorstores/DIA_008_index.pkl

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datasets/diabetes/vectorstores/DIA_009_index.pkl

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datasets/diabetes/vectorstores/DIA_010_index.pkl

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