Symptoms
Vitals
3
Analyze
🧠 Neurological 14 β–Ύ
βœ“ Headache ⚠️
βœ“ Dizziness
βœ“ Lightheadedness
βœ“ Fainting (syncope) ⚠️
βœ“ Memory loss
βœ“ Confusion
βœ“ Difficulty concentrating
βœ“ Seizures ⚠️
βœ“ Tremor
βœ“ Numbness
βœ“ Tingling
βœ“ Loss of balance
βœ“ Difficulty walking
βœ“ Falls
🫁 Respiratory 4 β–Ύ
βœ“ Cough
βœ“ Shortness of breath ⚠️
βœ“ Wheezing
βœ“ Coughing up blood (hemoptysis) ⚠️
🌑️ General/Systemic 14 β–Ύ
βœ“ Fever
βœ“ Fatigue
βœ“ Weakness
βœ“ Weight loss (unintentional)
βœ“ Weight gain (unintentional)
βœ“ Bleeding (unexplained)
βœ“ Night sweats
βœ“ Chills
βœ“ Sweating (excessive)
βœ“ Swollen lymph nodes
βœ“ Jaundice (yellow skin/eyes)
βœ“ Cold intolerance
βœ“ Heat intolerance
βœ“ Thirst (excessive)
πŸ‘‚ Ear/Nose/Throat 10 β–Ύ
βœ“ Sore throat
βœ“ Runny nose
βœ“ Nasal congestion
βœ“ Sneezing
βœ“ Difficulty swallowing (dysphagia)
βœ“ Hoarseness
βœ“ Ear pain
βœ“ Hearing loss
βœ“ Tinnitus (ringing in ears)
βœ“ Nosebleed
❀️ Cardiovascular 4 β–Ύ
βœ“ Chest pain ⚠️
βœ“ Palpitations
βœ“ Swelling (edema)
βœ“ Chest tightness
πŸ«ƒ Gastrointestinal 9 β–Ύ
βœ“ Nausea
βœ“ Vomiting
βœ“ Diarrhea
βœ“ Constipation
βœ“ Abdominal pain
βœ“ Bloating
βœ“ Heartburn
βœ“ Loss of appetite
βœ“ Pale stools
πŸ’ͺ Musculoskeletal 5 β–Ύ
βœ“ Back pain
βœ“ Neck pain
βœ“ Joint pain
βœ“ Muscle pain
βœ“ Muscle cramps
🩹 Dermatological 6 β–Ύ
βœ“ Rash ⚠️
βœ“ Itching (pruritus)
βœ“ Hives
βœ“ Bruising
βœ“ Hair loss
βœ“ Dry skin
πŸ“‹ Ophthalmological 5 β–Ύ
βœ“ Eye pain
βœ“ Red eyes
βœ“ Blurred vision
βœ“ Double vision
βœ“ Vision loss ⚠️
πŸ“‹ Dental/Oral 4 β–Ύ
βœ“ Toothache
βœ“ Gum bleeding
βœ“ Mouth ulcers
βœ“ Bad breath (halitosis)
πŸ“‹ Genitourinary 11 β–Ύ
βœ“ Difficulty urinating
βœ“ Frequent urination
βœ“ Painful urination (dysuria)
βœ“ Blood in urine (hematuria) ⚠️
βœ“ Incontinence
βœ“ Urgency (urinary)
βœ“ Flank pain
βœ“ Erectile dysfunction
βœ“ Testicular pain
βœ“ Scrotal swelling
βœ“ Dark urine
πŸ“‹ Gynecological 8 β–Ύ
βœ“ Menstrual irregularities
βœ“ Heavy menstrual bleeding
βœ“ Painful periods (dysmenorrhea)
βœ“ Vaginal discharge
βœ“ Vaginal itching
βœ“ Breast pain
βœ“ Breast lump
βœ“ Nipple discharge
🧘 Psychiatric 6 β–Ύ
βœ“ Insomnia
βœ“ Sleepiness (excessive daytime)
βœ“ Anxiety
βœ“ Depression
βœ“ Irritability
βœ“ Hallucinations

πŸ“Š Vital Signs (Optional β€” enhances diagnosis accuracy)

πŸ“‹ Assessment Summary

symptoms selected

πŸš€ Choose Analysis Engine

🌳 Rule-Based

Decision Tree

Transparent, auditable rules with red-flag priority detection

  • βœ“ Instant response
  • βœ“ Full decision trace
  • βœ“ Red-flag detection
πŸ€– ClawAgent AI

Gemini 3 Flash

Full agentic reasoning with tool execution, PTRL, and clinical protocol generation

  • βœ“ Multi-step reasoning chain
  • βœ“ 4 specialized medical tools
  • βœ“ Crew action protocols
  • βœ“ Differential diagnoses
  • βœ“ Clinical reference lookup
πŸ“Š ML Classifier

Logistic Regression

Pattern recognition trained on synthetic clinical cases with probabilistic scoring

  • βœ“ Probabilistic diagnosis
  • βœ“ Feature importance
  • βœ“ Alternative diagnoses
symptoms