# 1
Query: I have a headache that won't go away.
Expected: True Reason: Symptom complaint (persistent headache)
Afflictions: [["migraine", 0.608, ["semantic"]], ["carpal tunnel syndrome", 0.35, ["semantic"]], ["common cold", 0.35, ["semantic"]]]
  1. 99203 | Office o/p new low 30 min | score=0.28 rankNorm=0.147 band=low src=['baseline_eval']
  2. 99204 | Office o/p new modifier 45 min | score=0.28 rankNorm=0.147 band=low src=['baseline_eval']
  3. 99213 | Office o/p est low 20 min | score=0.28 rankNorm=0.147 band=low src=['baseline_eval']
  4. 99214 | Office o/p est modifier 30 min | score=0.28 rankNorm=0.147 band=low src=['baseline_eval']
  5. 62000 | Treat skull fracture | score=0.225 rankNorm=0.076 band=low src=['principal_semantic']
  6. 21073 | Mnpj of tmj with anesthesia | score=0.199 rankNorm=0.055 band=low src=['principal_semantic']
  7. 75870 | Vein x-ray skull | score=0.191 rankNorm=0.05 band=low src=['principal_semantic']
  8. 41019 | Place needles h&n for right | score=0.187 rankNorm=0.048 band=low src=['principal_semantic']

# 2
Query: My stomach hurts after I eat.
Expected: True Reason: Symptom complaint (postprandial abdominal pain)
Afflictions: [["acute appendicitis", 0.35, ["semantic"]], ["chest pain", 0.35, ["semantic"]], ["gallstones", 0.35, ["semantic"]]]
  1. 43773 | Laparoscopy replace gastr adj device | score=0.375 rankNorm=0.224 band=medium src=['principal_semantic']
  2. 43770 | Laparoscopy place gastr adj device | score=0.317 rankNorm=0.112 band=low src=['principal_semantic']
  3. 99203 | Office o/p new low 30 min | score=0.28 rankNorm=0.072 band=low src=['baseline_eval']
  4. 99204 | Office o/p new modifier 45 min | score=0.28 rankNorm=0.072 band=low src=['baseline_eval']
  5. 99213 | Office o/p est low 20 min | score=0.28 rankNorm=0.072 band=low src=['baseline_eval']
  6. 99214 | Office o/p est modifier 30 min | score=0.28 rankNorm=0.072 band=low src=['baseline_eval']
  7. 43213 | Esophagoscopy retro balloon | score=0.277 rankNorm=0.069 band=low src=['principal_semantic']
  8. 49441 | Place duod/jej tube perc | score=0.275 rankNorm=0.067 band=low src=['principal_semantic']

# 3
Query: I think I broke my arm.
Expected: True Reason: Acute injury/trauma (possible fracture)
Afflictions: [["concussion", 0.483, ["semantic"]], ["carpal tunnel syndrome", 0.368, ["semantic"]], ["acute appendicitis", 0.35, ["semantic"]]]
  1. 0102T | Esw phy anes lat hmrl epcndl | score=0.323 rankNorm=0.141 band=low src=['principal_semantic']
  2. 24140 | Partial exc bone humerus | score=0.316 rankNorm=0.13 band=low src=['principal_semantic']
  3. 25652 | Optx ulnar styloid fracture | score=0.303 rankNorm=0.111 band=low src=['principal_semantic']
  4. 23605 | Cltx prx hmrl fx mnpj+-tract | score=0.277 rankNorm=0.081 band=low src=['principal_semantic']
  5. 0101T | Esw muscskel sys nos | score=0.273 rankNorm=0.078 band=low src=['principal_semantic']
  6. 24579 | Treat humerus fracture | score=0.263 rankNorm=0.069 band=low src=['principal_semantic']
  7. 24577 | Treat humerus fracture | score=0.263 rankNorm=0.069 band=low src=['principal_semantic']
  8. 24346 | Reconstruct elbow med ligmnt | score=0.262 rankNorm=0.068 band=low src=['principal_semantic']

# 4
Query: I have a really bad sore throat.
Expected: True Reason: Symptom complaint (pharyngitis)
Afflictions: [["common cold", 0.457, ["semantic"]], ["acute appendicitis", 0.35, ["semantic"]], ["influenza", 0.35, ["semantic"]]]
  1. 99203 | Office o/p new low 30 min | score=0.28 rankNorm=0.14 band=low src=['baseline_eval']
  2. 99204 | Office o/p new modifier 45 min | score=0.28 rankNorm=0.14 band=low src=['baseline_eval']
  3. 99213 | Office o/p est low 20 min | score=0.28 rankNorm=0.14 band=low src=['baseline_eval']
  4. 99214 | Office o/p est modifier 30 min | score=0.28 rankNorm=0.14 band=low src=['baseline_eval']
  5. 42890 | Limited pharyngectomy | score=0.23 rankNorm=0.077 band=low src=['principal_semantic']
  6. 42808 | Excise pharynx lesion | score=0.213 rankNorm=0.063 band=low src=['principal_semantic']
  7. 42962 | Control throat bleeding | score=0.209 rankNorm=0.06 band=low src=['principal_semantic']
  8. 35188 | Rpr acq av fistula head&neck | score=0.208 rankNorm=0.059 band=low src=['principal_semantic']

# 5
Query: My left eye is twitching constantly.
Expected: True Reason: Symptom complaint (eye twitch)
Afflictions: [["carpal tunnel syndrome", 0.35, ["semantic"]], ["migraine", 0.35, ["semantic"]]]
  1. 99203 | Office o/p new low 30 min | score=0.28 rankNorm=0.154 band=low src=['baseline_eval']
  2. 99204 | Office o/p new modifier 45 min | score=0.28 rankNorm=0.154 band=low src=['baseline_eval']
  3. 99213 | Office o/p est low 20 min | score=0.28 rankNorm=0.154 band=low src=['baseline_eval']
  4. 99214 | Office o/p est modifier 30 min | score=0.28 rankNorm=0.154 band=low src=['baseline_eval']
  5. 67312 | Revise two eye muscles | score=0.196 rankNorm=0.056 band=low src=['principal_semantic']
  6. 67314 | Revise eye muscle | score=0.195 rankNorm=0.056 band=low src=['principal_semantic']
  7. 67316 | Revise two eye muscles | score=0.194 rankNorm=0.055 band=low src=['principal_semantic']
  8. 67311 | Revise eye muscle | score=0.19 rankNorm=0.052 band=low src=['principal_semantic']

# 6
Query: I need a refill on my blood pressure medication.
Expected: False Reason: Medication management request (not a procedure/symptom search)
Afflictions: [["hypertension", 0.476, ["semantic"]], ["chest pain", 0.35, ["semantic"]]]
  1. 62225 | Replace/irrigate catheter | score=0.208 rankNorm=0.125 band=low src=['principal_semantic']
  2. 62194 | Replace/irrigate catheter | score=0.206 rankNorm=0.123 band=low src=['principal_semantic']
  3. 67025 | Replace eye fluid | score=0.202 rankNorm=0.117 band=low src=['principal_semantic']
  4. 42972 | Control nose/throat bleeding | score=0.191 rankNorm=0.102 band=low src=['principal_semantic']
  5. 43255 | Egd control bleeding any | score=0.178 rankNorm=0.088 band=low src=['principal_semantic']
  6. 65091 | Revise eye | score=0.17 rankNorm=0.079 band=low src=['principal_semantic']
  7. 31002 | Irrigation sphenoid sinus | score=0.16 rankNorm=0.071 band=low src=['principal_semantic']
  8. 20500 | Injection of sinus tract | score=0.158 rankNorm=0.069 band=low src=['principal_semantic']

# 7
Query: I feel dizzy when I stand up too fast.
Expected: True Reason: Symptom complaint (orthostatic dizziness)
Afflictions: [["asthma exacerbation", 0.35, ["semantic"]], ["carpal tunnel syndrome", 0.35, ["semantic"]], ["chest pain", 0.35, ["semantic"]]]
  1. 99203 | Office o/p new low 30 min | score=0.28 rankNorm=0.187 band=low src=['baseline_eval']
  2. 99204 | Office o/p new modifier 45 min | score=0.28 rankNorm=0.187 band=low src=['baseline_eval']
  3. 99213 | Office o/p est low 20 min | score=0.28 rankNorm=0.187 band=low src=['baseline_eval']
  4. 99214 | Office o/p est modifier 30 min | score=0.28 rankNorm=0.187 band=low src=['baseline_eval']
  5. 43249 | Esoph egd dilation <30 mm | score=0.15 rankNorm=0.039 band=low src=['principal_semantic']
  6. 67299 | Unlisted px posterior segmnt | score=0.146 rankNorm=0.037 band=low src=['principal_semantic']
  7. 75870 | Vein x-ray skull | score=0.139 rankNorm=0.035 band=low src=['principal_semantic']
  8. 28295 | Cor hlx vlgs prx mtar osteot | score=0.125 rankNorm=0.029 band=low src=['principal_semantic']

# 8
Query: My back has been killing me for a week.
Expected: True Reason: Symptom complaint (back pain)
Afflictions: [["low back pain", 0.683, ["semantic"]], ["carpal tunnel syndrome", 0.394, ["semantic"]], ["asthma exacerbation", 0.35, ["semantic"]]]
  1. 63664 | Revise spine eltrd plate | score=0.255 rankNorm=0.115 band=low src=['principal_semantic']
  2. 0221T | Plmt post facet implt lumb | score=0.249 rankNorm=0.107 band=low src=['principal_semantic']
  3. 27105 | Transfer of spinal muscle | score=0.242 rankNorm=0.098 band=low src=['principal_semantic']
  4. 63662 | Remove spine eltrd plate | score=0.238 rankNorm=0.094 band=low src=['principal_semantic']
  5. 21920 | Biopsy soft tissue of back | score=0.232 rankNorm=0.087 band=low src=['principal_semantic']
  6. 21925 | Biopsy soft tissue of back | score=0.226 rankNorm=0.081 band=low src=['principal_semantic']
  7. 63030 | Low back disk surgery | score=0.221 rankNorm=0.077 band=low src=['principal_semantic']
  8. 64714 | Revise low back nerve(s) | score=0.215 rankNorm=0.071 band=low src=['principal_semantic']

# 9
Query: I found a lump on my neck.
Expected: True Reason: Symptom complaint (neck mass)
Afflictions: []
  1. 38542 | Explore deep node(s) neck | score=0.405 rankNorm=0.282 band=medium src=['principal_semantic']
  2. 31540 | Laryngoscopy with exc of tumor | score=0.346 rankNorm=0.14 band=low src=['principal_semantic']
  3. 42815 | Excision of neck cyst | score=0.31 rankNorm=0.091 band=low src=['principal_semantic']
  4. 42810 | Excision of neck cyst | score=0.299 rankNorm=0.079 band=low src=['principal_semantic']
  5. 31525 | Diagnostic laryngoscopy excl nb | score=0.278 rankNorm=0.061 band=low src=['principal_semantic']
  6. 35188 | Rpr acq av fistula head&neck | score=0.276 rankNorm=0.06 band=low src=['principal_semantic']
  7. 21554 | Exc neck tum deep 5 cm/> | score=0.274 rankNorm=0.059 band=low src=['principal_semantic']
  8. 21556 | Exc neck tum deep < 5 cm | score=0.268 rankNorm=0.055 band=low src=['principal_semantic']

# 10
Query: My child has a high fever.
Expected: True Reason: Symptom complaint (pediatric fever)
Afflictions: [["common cold", 0.425, ["semantic"]], ["influenza", 0.37, ["semantic"]], ["acute appendicitis", 0.35, ["semantic"]]]
  1. 99203 | Office o/p new low 30 min | score=0.28 rankNorm=0.194 band=low src=['baseline_eval']
  2. 99204 | Office o/p new modifier 45 min | score=0.28 rankNorm=0.194 band=low src=['baseline_eval']
  3. 99213 | Office o/p est low 20 min | score=0.28 rankNorm=0.194 band=low src=['baseline_eval']
  4. 99214 | Office o/p est modifier 30 min | score=0.28 rankNorm=0.194 band=low src=['baseline_eval']
  5. 29862 | Hip arthr0 with debridement | score=0.131 rankNorm=0.033 band=low src=['principal_semantic']
  6. 27179 | Revise head/neck of femur | score=0.129 rankNorm=0.032 band=low src=['principal_semantic']
  7. 29863 | Hip arthr0 with synovectomy | score=0.121 rankNorm=0.029 band=low src=['principal_semantic']
  8. 75810 | Vein x-ray spleen/liver | score=0.12 rankNorm=0.028 band=low src=['principal_semantic']

# 11
Query: I'm having trouble sleeping.
Expected: True Reason: Symptom complaint (insomnia)
Afflictions: [["influenza", 0.35, ["semantic"]], ["migraine", 0.35, ["semantic"]]]
  1. 99203 | Office o/p new low 30 min | score=0.28 rankNorm=0.176 band=low src=['baseline_eval']
  2. 99204 | Office o/p new modifier 45 min | score=0.28 rankNorm=0.176 band=low src=['baseline_eval']
  3. 99213 | Office o/p est low 20 min | score=0.28 rankNorm=0.176 band=low src=['baseline_eval']
  4. 99214 | Office o/p est modifier 30 min | score=0.28 rankNorm=0.176 band=low src=['baseline_eval']
  5. 62230 | Replace/revise brain shunt | score=0.201 rankNorm=0.068 band=low src=['principal_semantic']
  6. 63741 | Install spinal shunt | score=0.158 rankNorm=0.04 band=low src=['principal_semantic']
  7. 63664 | Revise spine eltrd plate | score=0.153 rankNorm=0.038 band=low src=['principal_semantic']
  8. 64569 | Revise/repl vagus n eltrd | score=0.145 rankNorm=0.035 band=low src=['principal_semantic']

# 12
Query: It hurts when I pee.
Expected: True Reason: Symptom complaint (dysuria)
Afflictions: [["urinary tract infection", 0.642, ["semantic"]], ["kidney stone", 0.385, ["semantic"]], ["carpal tunnel syndrome", 0.35, ["semantic"]]]
  1. 52351 | Cystouretero & or pyeloscope | score=0.396 rankNorm=0.24 band=medium src=['principal_semantic']
  2. 52005 | Cysto with urtrl cathj | score=0.344 rankNorm=0.129 band=low src=['principal_semantic']
  3. 51040 | Incise & drain bladder | score=0.302 rankNorm=0.077 band=low src=['principal_semantic']
  4. 50972 | Ureter endoscopy & catheter | score=0.301 rankNorm=0.077 band=low src=['principal_semantic']
  5. 52327 | Cystoscopy inject material | score=0.296 rankNorm=0.072 band=low src=['principal_semantic']
  6. 52400 | Cystouretero with congen repr | score=0.29 rankNorm=0.067 band=low src=['principal_semantic']
  7. 52353 | Cystouretero with lithotripsy | score=0.286 rankNorm=0.064 band=low src=['principal_semantic']
  8. 51045 | Incise bladder/drain ureter | score=0.285 rankNorm=0.063 band=low src=['principal_semantic']

# 13
Query: I twisted my ankle playing soccer.
Expected: True Reason: Acute injury/trauma (ankle sprain)
Afflictions: [["ankle fracture", 0.648, ["semantic"]], ["concussion", 0.357, ["semantic"]], ["burn injury", 0.35, ["semantic"]]]
  1. 27792 | Treatment of ankle fracture | score=0.484 rankNorm=0.23 band=medium src=['turquoise_keyword', 'principal_semantic']
  2. 27814 | Treatment of ankle fracture | score=0.467 rankNorm=0.189 band=low src=['turquoise_keyword', 'principal_semantic']
  3. 27818 | Treatment of ankle fracture | score=0.466 rankNorm=0.186 band=low src=['turquoise_keyword', 'principal_semantic']
  4. 27822 | Treatment of ankle fracture | score=0.435 rankNorm=0.128 band=low src=['turquoise_keyword', 'principal_semantic']
  5. 27810 | Treatment of ankle fracture | score=0.413 rankNorm=0.099 band=low src=['turquoise_keyword', 'principal_semantic']
  6. 27823 | Treatment of ankle fracture | score=0.332 rankNorm=0.037 band=low src=['turquoise_keyword', 'principal_semantic']
  7. 27766 | Optx medial ankle fx | score=0.317 rankNorm=0.031 band=low src=['principal_semantic']
  8. 27870 | Fusion of ankle joint open | score=0.296 rankNorm=0.024 band=low src=['principal_semantic']

# 14
Query: I have a rash on my arm.
Expected: True Reason: Symptom complaint (rash)
Afflictions: [["carpal tunnel syndrome", 0.377, ["semantic"]], ["acute appendicitis", 0.35, ["semantic"]]]
  1. 15836 | Exc excessive skin arm | score=0.335 rankNorm=0.163 band=low src=['principal_semantic']
  2. 25126 | Remove/graft forearm lesion | score=0.295 rankNorm=0.101 band=low src=['principal_semantic']
  3. 26111 | Exc hand les sc 1.5 cm/> | score=0.283 rankNorm=0.087 band=low src=['principal_semantic']
  4. 99203 | Office o/p new low 30 min | score=0.28 rankNorm=0.084 band=low src=['baseline_eval']
  5. 99204 | Office o/p new modifier 45 min | score=0.28 rankNorm=0.084 band=low src=['baseline_eval']
  6. 99213 | Office o/p est low 20 min | score=0.28 rankNorm=0.084 band=low src=['baseline_eval']
  7. 99214 | Office o/p est modifier 30 min | score=0.28 rankNorm=0.084 band=low src=['baseline_eval']
  8. 25071 | Exc forearm les sc 3 cm/> | score=0.27 rankNorm=0.074 band=low src=['principal_semantic']

# 15
Query: My chest feels tight.
Expected: True Reason: Symptom complaint (chest tightness)
Afflictions: [["chest pain", 0.706, ["semantic"]], ["asthma exacerbation", 0.377, ["semantic"]], ["carpal tunnel syndrome", 0.35, ["semantic"]]]
  1. 99203 | Office o/p new low 30 min | score=0.28 rankNorm=0.138 band=low src=['baseline_eval']
  2. 99204 | Office o/p new modifier 45 min | score=0.28 rankNorm=0.138 band=low src=['baseline_eval']
  3. 99213 | Office o/p est low 20 min | score=0.28 rankNorm=0.138 band=low src=['baseline_eval']
  4. 99214 | Office o/p est modifier 30 min | score=0.28 rankNorm=0.138 band=low src=['baseline_eval']
  5. 43191 | Esophagoscopy rigid trnso diagnostic | score=0.224 rankNorm=0.071 band=low src=['principal_semantic']
  6. 31613 | Tracheostoma revj simple | score=0.216 rankNorm=0.064 band=low src=['principal_semantic']
  7. 32601 | Thoracoscopy diagnostic | score=0.208 rankNorm=0.058 band=low src=['principal_semantic']
  8. 0527T | Insj/rplcmt iims implt mntr | score=0.205 rankNorm=0.056 band=low src=['principal_semantic']

# 16
Query: I think I have the flu.
Expected: True Reason: Symptom complaint (influenza-like illness)
Afflictions: [["influenza", 0.674, ["semantic"]], ["common cold", 0.48, ["semantic"]], ["pneumonia", 0.35, ["semantic"]]]
  1. 99203 | Office o/p new low 30 min | score=0.28 rankNorm=0.186 band=low src=['baseline_eval']
  2. 99204 | Office o/p new modifier 45 min | score=0.28 rankNorm=0.186 band=low src=['baseline_eval']
  3. 99213 | Office o/p est low 20 min | score=0.28 rankNorm=0.186 band=low src=['baseline_eval']
  4. 99214 | Office o/p est modifier 30 min | score=0.28 rankNorm=0.186 band=low src=['baseline_eval']
  5. 75810 | Vein x-ray spleen/liver | score=0.156 rankNorm=0.042 band=low src=['principal_semantic']
  6. 75746 | Artery x-rays lung | score=0.149 rankNorm=0.038 band=low src=['principal_semantic']
  7. 75803 | Lymph vessel x-ray arms/legs | score=0.142 rankNorm=0.035 band=low src=['principal_semantic']
  8. 75870 | Vein x-ray skull | score=0.136 rankNorm=0.033 band=low src=['principal_semantic']

# 17
Query: My ear is ringing.
Expected: True Reason: Symptom complaint (tinnitus)
Afflictions: [["carpal tunnel syndrome", 0.35, ["semantic"]], ["chest pain", 0.35, ["semantic"]], ["common cold", 0.35, ["semantic"]]]
  1. 69005 | Drg xtrnl ear absc/hem comp | score=0.302 rankNorm=0.119 band=low src=['principal_semantic']
  2. 69205 | Clear outer ear canal | score=0.291 rankNorm=0.104 band=low src=['principal_semantic']
  3. 99203 | Office o/p new low 30 min | score=0.28 rankNorm=0.091 band=low src=['baseline_eval']
  4. 99204 | Office o/p new modifier 45 min | score=0.28 rankNorm=0.091 band=low src=['baseline_eval']
  5. 99213 | Office o/p est low 20 min | score=0.28 rankNorm=0.091 band=low src=['baseline_eval']
  6. 99214 | Office o/p est modifier 30 min | score=0.28 rankNorm=0.091 band=low src=['baseline_eval']
  7. 69645 | Revise middle ear & mastoid | score=0.264 rankNorm=0.075 band=low src=['principal_semantic']
  8. 69646 | Revise middle ear & mastoid | score=0.263 rankNorm=0.074 band=low src=['principal_semantic']

# 18
Query: I cut my finger and it won't stop bleeding.
Expected: True Reason: Acute injury/trauma (laceration with bleeding)
Afflictions: [["laceration", 0.378, ["semantic"]]]
  1. 99203 | Office o/p new low 30 min | score=0.28 rankNorm=0.108 band=low src=['baseline_eval']
  2. 99204 | Office o/p new modifier 45 min | score=0.28 rankNorm=0.108 band=low src=['baseline_eval']
  3. 99213 | Office o/p est low 20 min | score=0.28 rankNorm=0.108 band=low src=['baseline_eval']
  4. 99214 | Office o/p est modifier 30 min | score=0.28 rankNorm=0.108 band=low src=['baseline_eval']
  5. 26455 | Incision of finger tendon | score=0.278 rankNorm=0.106 band=low src=['principal_semantic']
  6. 26060 | Incision of finger tendon | score=0.256 rankNorm=0.081 band=low src=['principal_semantic']
  7. 26055 | Incise finger tendon sheath | score=0.248 rankNorm=0.074 band=low src=['principal_semantic']
  8. 26587 | Reconstruct extra finger | score=0.244 rankNorm=0.071 band=low src=['principal_semantic']

# 19
Query: I have terrible heartburn.
Expected: True Reason: Symptom complaint (GERD/heartburn)
Afflictions: [["chest pain", 0.458, ["semantic"]], ["acute appendicitis", 0.35, ["semantic"]], ["asthma exacerbation", 0.35, ["semantic"]]]
  1. 43773 | Laparoscopy replace gastr adj device | score=0.367 rankNorm=0.178 band=low src=['principal_semantic']
  2. 43774 | Laparoscopy rmvl gastr adj all parts | score=0.32 rankNorm=0.1 band=low src=['principal_semantic']
  3. 43770 | Laparoscopy place gastr adj device | score=0.307 rankNorm=0.086 band=low src=['principal_semantic']
  4. 93615 | Esophageal recording | score=0.303 rankNorm=0.083 band=low src=['principal_semantic']
  5. 43192 | Esophagoscp rig trnso inject | score=0.303 rankNorm=0.082 band=low src=['principal_semantic']
  6. 43191 | Esophagoscopy rigid trnso diagnostic | score=0.298 rankNorm=0.078 band=low src=['principal_semantic']
  7. 43772 | Laparoscopy rmvl gastr adj device | score=0.293 rankNorm=0.073 band=low src=['principal_semantic']
  8. 43453 | Dilate esophagus | score=0.286 rankNorm=0.067 band=low src=['principal_semantic']

# 20
Query: My knee pops every time I bend it.
Expected: True Reason: Symptom complaint (knee mechanical symptoms)
Afflictions: [["knee osteoarthritis", 0.43, ["semantic"]], ["carpal tunnel syndrome", 0.35, ["semantic"]], ["hip fracture", 0.35, ["semantic"]]]
  1. 99203 | Office o/p new low 30 min | score=0.28 rankNorm=0.112 band=low src=['baseline_eval']
  2. 99204 | Office o/p new modifier 45 min | score=0.28 rankNorm=0.112 band=low src=['baseline_eval']
  3. 99213 | Office o/p est low 20 min | score=0.28 rankNorm=0.112 band=low src=['baseline_eval']
  4. 99214 | Office o/p est modifier 30 min | score=0.28 rankNorm=0.112 band=low src=['baseline_eval']
  5. 29866 | Autgrft implnt knee with scope | score=0.271 rankNorm=0.1 band=low src=['principal_semantic']
  6. 29867 | Allgrft implnt knee with scope | score=0.269 rankNorm=0.098 band=low src=['principal_semantic']
  7. 27499 | Decompression of thigh/knee | score=0.232 rankNorm=0.063 band=low src=['principal_semantic']
  8. 29868 | Meniscal trnspl knee with scpe | score=0.232 rankNorm=0.063 band=low src=['principal_semantic']

# 21
Query: I feel nauseous all the time.
Expected: True Reason: Symptom complaint (persistent nausea)
Afflictions: [["acute appendicitis", 0.35, ["semantic"]], ["chest pain", 0.35, ["semantic"]], ["influenza", 0.35, ["semantic"]]]
  1. 99203 | Office o/p new low 30 min | score=0.28 rankNorm=0.151 band=low src=['baseline_eval']
  2. 99204 | Office o/p new modifier 45 min | score=0.28 rankNorm=0.151 band=low src=['baseline_eval']
  3. 99213 | Office o/p est low 20 min | score=0.28 rankNorm=0.151 band=low src=['baseline_eval']
  4. 99214 | Office o/p est modifier 30 min | score=0.28 rankNorm=0.151 band=low src=['baseline_eval']
  5. 43773 | Laparoscopy replace gastr adj device | score=0.222 rankNorm=0.075 band=low src=['principal_semantic']
  6. 43259 | Egd us exam duodenum/jejunum | score=0.222 rankNorm=0.075 band=low src=['principal_semantic']
  7. 43770 | Laparoscopy place gastr adj device | score=0.194 rankNorm=0.054 band=low src=['principal_semantic']
  8. 43246 | Egd place gastrostomy tube | score=0.182 rankNorm=0.047 band=low src=['principal_semantic']

# 22
Query: I need to schedule a physical.
Expected: False Reason: Administrative/preventive visit request (not symptom search)
Afflictions: []
  1. 57410 | Pelvic examination | score=0.227 rankNorm=0.193 band=low src=['principal_semantic']
  2. 92019 | Lmtd oph exam general anes | score=0.169 rankNorm=0.096 band=low src=['principal_semantic']
  3. 29860 | Hip arthroscopy diagnostic | score=0.168 rankNorm=0.094 band=low src=['principal_semantic']
  4. 29840 | Wrist arthroscopy | score=0.154 rankNorm=0.08 band=low src=['principal_semantic']
  5. 41019 | Place needles h&n for right | score=0.143 rankNorm=0.07 band=low src=['principal_semantic']
  6. 60502 | Re-explore parathyroids | score=0.143 rankNorm=0.07 band=low src=['principal_semantic']
  7. 29830 | Elbow arthroscopy | score=0.142 rankNorm=0.069 band=low src=['principal_semantic']
  8. 26070 | Explore/treat hand joint | score=0.141 rankNorm=0.069 band=low src=['principal_semantic']

# 23
Query: My allergies are out of control.
Expected: True Reason: Symptom complaint (allergic rhinitis)
Afflictions: [["asthma exacerbation", 0.426, ["semantic"]], ["influenza", 0.35, ["semantic"]], ["migraine", 0.35, ["semantic"]]]
  1. 99203 | Office o/p new low 30 min | score=0.28 rankNorm=0.188 band=low src=['baseline_eval']
  2. 99204 | Office o/p new modifier 45 min | score=0.28 rankNorm=0.188 band=low src=['baseline_eval']
  3. 99213 | Office o/p est low 20 min | score=0.28 rankNorm=0.188 band=low src=['baseline_eval']
  4. 99214 | Office o/p est modifier 30 min | score=0.28 rankNorm=0.188 band=low src=['baseline_eval']
  5. 31610 | Tracheostomy fenest skin flp | score=0.14 rankNorm=0.035 band=low src=['principal_semantic']
  6. 31613 | Tracheostoma revj simple | score=0.14 rankNorm=0.035 band=low src=['principal_semantic']
  7. 31614 | Tracheostoma revj complex | score=0.132 rankNorm=0.032 band=low src=['principal_semantic']
  8. 31641 | Bronchoscopy treat blockage | score=0.13 rankNorm=0.031 band=low src=['principal_semantic']

# 24
Query: I think I have food poisoning.
Expected: True Reason: Symptom complaint (acute GI illness)
Afflictions: [["acute appendicitis", 0.35, ["semantic"]], ["influenza", 0.35, ["semantic"]]]
  1. 99203 | Office o/p new low 30 min | score=0.28 rankNorm=0.144 band=low src=['baseline_eval']
  2. 99204 | Office o/p new modifier 45 min | score=0.28 rankNorm=0.144 band=low src=['baseline_eval']
  3. 99213 | Office o/p est low 20 min | score=0.28 rankNorm=0.144 band=low src=['baseline_eval']
  4. 99214 | Office o/p est modifier 30 min | score=0.28 rankNorm=0.144 band=low src=['baseline_eval']
  5. 43259 | Egd us exam duodenum/jejunum | score=0.224 rankNorm=0.074 band=low src=['principal_semantic']
  6. 43191 | Esophagoscopy rigid trnso diagnostic | score=0.193 rankNorm=0.051 band=low src=['principal_semantic']
  7. 44384 | Small bowel endoscopy | score=0.193 rankNorm=0.051 band=low src=['principal_semantic']
  8. 44373 | Small bowel endoscopy | score=0.192 rankNorm=0.05 band=low src=['principal_semantic']

# 25
Query: My tooth hurts when I drink cold water.
Expected: True Reason: Symptom complaint (dental pain)
Afflictions: [["burn injury", 0.35, ["semantic"]], ["carpal tunnel syndrome", 0.35, ["semantic"]], ["kidney stone", 0.35, ["semantic"]]]
  1. 21082 | Impres&prep paltl aug prosth | score=0.235 rankNorm=0.122 band=low src=['principal_semantic']
  2. 42281 | Insertion palate prosthesis | score=0.229 rankNorm=0.113 band=low src=['principal_semantic']
  3. 21497 | Interdental wirg oth/thn fx | score=0.225 rankNorm=0.107 band=low src=['principal_semantic']
  4. 21127 | Augmentation mndblr b1 grf | score=0.21 rankNorm=0.09 band=low src=['principal_semantic']
  5. 21215 | Lower jaw bone graft | score=0.197 rankNorm=0.077 band=low src=['principal_semantic']
  6. 21125 | Augmentation mndblr prostc | score=0.196 rankNorm=0.076 band=low src=['principal_semantic']
  7. 21421 | Cltx palatal/max fx wire fix | score=0.195 rankNorm=0.075 band=low src=['principal_semantic']
  8. 21081 | Impres&prep mndbl res prosth | score=0.193 rankNorm=0.073 band=low src=['principal_semantic']

# 26
Query: I have a weird mole that changed color.
Expected: True Reason: Symptom complaint (changing skin lesion)
Afflictions: []
  1. 59870 | Evacuate mole of uterus | score=0.314 rankNorm=0.167 band=low src=['principal_semantic']
  2. 43250 | Egd cautery tumor polyp | score=0.278 rankNorm=0.109 band=low src=['principal_semantic']
  3. 56740 | Exc bartholins gland/cyst | score=0.265 rankNorm=0.093 band=low src=['principal_semantic']
  4. 68115 | Exc les conjunctiva >1 cm | score=0.264 rankNorm=0.092 band=low src=['principal_semantic']
  5. 57023 | I&d vaginal hematoma non-ob | score=0.264 rankNorm=0.092 band=low src=['principal_semantic']
  6. 57022 | I&d vaginal hematoma ob/pp | score=0.251 rankNorm=0.079 band=low src=['principal_semantic']
  7. 49323 | Laparo drain lymphocele | score=0.248 rankNorm=0.076 band=low src=['principal_semantic']
  8. 58674 | Laps abltj uterine fibroids | score=0.242 rankNorm=0.07 band=low src=['principal_semantic']

# 27
Query: I can't stop coughing.
Expected: True Reason: Symptom complaint (persistent cough)
Afflictions: [["asthma exacerbation", 0.484, ["semantic"]], ["pneumonia", 0.435, ["semantic"]], ["common cold", 0.373, ["semantic"]]]
  1. 99203 | Office o/p new low 30 min | score=0.28 rankNorm=0.112 band=low src=['baseline_eval']
  2. 99204 | Office o/p new modifier 45 min | score=0.28 rankNorm=0.112 band=low src=['baseline_eval']
  3. 99213 | Office o/p est low 20 min | score=0.28 rankNorm=0.112 band=low src=['baseline_eval']
  4. 99214 | Office o/p est modifier 30 min | score=0.28 rankNorm=0.112 band=low src=['baseline_eval']
  5. 31643 | Diagnostic bronchoscope/catheter | score=0.267 rankNorm=0.096 band=low src=['principal_semantic']
  6. 31622 | Diagnostic bronchoscope/wash | score=0.262 rankNorm=0.09 band=low src=['principal_semantic']
  7. 31623 | Diagnostic bronchoscope/brush | score=0.259 rankNorm=0.087 band=low src=['principal_semantic']
  8. 31614 | Tracheostoma revj complex | score=0.245 rankNorm=0.073 band=low src=['principal_semantic']

# 28
Query: My joints are really stiff in the morning.
Expected: True Reason: Symptom complaint (morning stiffness)
Afflictions: [["carpal tunnel syndrome", 0.359, ["semantic"]], ["knee osteoarthritis", 0.351, ["semantic"]], ["common cold", 0.35, ["semantic"]]]
  1. 99203 | Office o/p new low 30 min | score=0.28 rankNorm=0.144 band=low src=['baseline_eval']
  2. 99204 | Office o/p new modifier 45 min | score=0.28 rankNorm=0.144 band=low src=['baseline_eval']
  3. 99213 | Office o/p est low 20 min | score=0.28 rankNorm=0.144 band=low src=['baseline_eval']
  4. 99214 | Office o/p est modifier 30 min | score=0.28 rankNorm=0.144 band=low src=['baseline_eval']
  5. 29863 | Hip arthr0 with synovectomy | score=0.216 rankNorm=0.066 band=low src=['principal_semantic']
  6. 26535 | Revise finger joint | score=0.198 rankNorm=0.054 band=low src=['principal_semantic']
  7. 26548 | Reconstruct finger joint | score=0.197 rankNorm=0.053 band=low src=['principal_semantic']
  8. 26862 | Fusion/graft of finger joint | score=0.195 rankNorm=0.052 band=low src=['principal_semantic']

# 29
Query: I think I pulled a muscle in my leg.
Expected: True Reason: Acute injury/strain (muscle strain)
Afflictions: [["ankle fracture", 0.458, ["semantic"]], ["carpal tunnel syndrome", 0.35, ["semantic"]], ["concussion", 0.35, ["semantic"]]]
  1. 27681 | Release of lower leg tendons | score=0.296 rankNorm=0.114 band=low src=['principal_semantic']
  2. 27680 | Release of lower leg tendon | score=0.292 rankNorm=0.109 band=low src=['principal_semantic']
  3. 0101T | Esw muscskel sys nos | score=0.287 rankNorm=0.103 band=low src=['principal_semantic']
  4. 29893 | Scope plantar fasciotomy | score=0.28 rankNorm=0.095 band=low src=['principal_semantic']
  5. 28230 | Incision of foot tendon(s) | score=0.27 rankNorm=0.084 band=low src=['principal_semantic']
  6. 28035 | Decompression of tibia nerve | score=0.265 rankNorm=0.078 band=low src=['principal_semantic']
  7. 28234 | Incision of foot tendon | score=0.262 rankNorm=0.076 band=low src=['principal_semantic']
  8. 27305 | Incise thigh tendon & fascia | score=0.258 rankNorm=0.073 band=low src=['principal_semantic']

# 30
Query: I have diarrhea.
Expected: True Reason: Symptom complaint (diarrhea)
Afflictions: [["acute appendicitis", 0.444, ["semantic"]], ["urinary tract infection", 0.35, ["semantic"]]]
  1. 44364 | Small bowel endoscopy | score=0.283 rankNorm=0.089 band=low src=['principal_semantic']
  2. 99203 | Office o/p new low 30 min | score=0.28 rankNorm=0.086 band=low src=['baseline_eval']
  3. 99204 | Office o/p new modifier 45 min | score=0.28 rankNorm=0.086 band=low src=['baseline_eval']
  4. 99213 | Office o/p est low 20 min | score=0.28 rankNorm=0.086 band=low src=['baseline_eval']
  5. 99214 | Office o/p est modifier 30 min | score=0.28 rankNorm=0.086 band=low src=['baseline_eval']
  6. 44363 | Small bowel endoscopy | score=0.279 rankNorm=0.085 band=low src=['principal_semantic']
  7. 44384 | Small bowel endoscopy | score=0.278 rankNorm=0.084 band=low src=['principal_semantic']
  8. 44366 | Small bowel endoscopy | score=0.277 rankNorm=0.083 band=low src=['principal_semantic']

# 31
Query: My vision is blurry.
Expected: True Reason: Symptom complaint (blurry vision)
Afflictions: [["migraine", 0.417, ["semantic"]], ["asthma exacerbation", 0.35, ["semantic"]], ["chest pain", 0.35, ["semantic"]]]
  1. 65091 | Revise eye | score=0.3 rankNorm=0.126 band=low src=['principal_semantic']
  2. 99203 | Office o/p new low 30 min | score=0.28 rankNorm=0.099 band=low src=['baseline_eval']
  3. 99204 | Office o/p new modifier 45 min | score=0.28 rankNorm=0.099 band=low src=['baseline_eval']
  4. 99213 | Office o/p est low 20 min | score=0.28 rankNorm=0.099 band=low src=['baseline_eval']
  5. 99214 | Office o/p est modifier 30 min | score=0.28 rankNorm=0.099 band=low src=['baseline_eval']
  6. 0308T | Insj ocular telescope prosth | score=0.272 rankNorm=0.09 band=low src=['principal_semantic']
  7. 66820 | Incision secondary cataract | score=0.267 rankNorm=0.085 band=low src=['principal_semantic']
  8. 66985 | Insert lens prosthesis | score=0.248 rankNorm=0.067 band=low src=['principal_semantic']

# 32
Query: I'm feeling really anxious lately.
Expected: True Reason: Symptom complaint (anxiety)
Afflictions: [["common cold", 0.35, ["semantic"]], ["influenza", 0.35, ["semantic"]]]
  1. 99203 | Office o/p new low 30 min | score=0.28 rankNorm=0.195 band=low src=['baseline_eval']
  2. 99204 | Office o/p new modifier 45 min | score=0.28 rankNorm=0.195 band=low src=['baseline_eval']
  3. 99213 | Office o/p est low 20 min | score=0.28 rankNorm=0.195 band=low src=['baseline_eval']
  4. 99214 | Office o/p est modifier 30 min | score=0.28 rankNorm=0.195 band=low src=['baseline_eval']
  5. 58294 | Vag hyst with enterocele compl | score=0.154 rankNorm=0.043 band=low src=['principal_semantic']
  6. 58555 | Hysteroscopy diagnostic sep procedure | score=0.143 rankNorm=0.037 band=low src=['principal_semantic']
  7. 75870 | Vein x-ray skull | score=0.114 rankNorm=0.026 band=low src=['principal_semantic']
  8. 58554 | Laparo-vag hyst with t/o compl | score=0.108 rankNorm=0.025 band=low src=['principal_semantic']

# 33
Query: I burned my hand on the stove.
Expected: True Reason: Acute injury/trauma (burn)
Afflictions: [["burn injury", 0.631, ["semantic"]], ["carpal tunnel syndrome", 0.372, ["semantic"]], ["concussion", 0.35, ["semantic"]]]
  1. 26111 | Exc hand les sc 1.5 cm/> | score=0.339 rankNorm=0.144 band=low src=['principal_semantic']
  2. 26115 | Exc hand les sc < 1.5 cm | score=0.337 rankNorm=0.141 band=low src=['principal_semantic']
  3. 26756 | Pin finger fracture each | score=0.291 rankNorm=0.081 band=low src=['principal_semantic']
  4. 26116 | Exc hand tum deep < 1.5 cm | score=0.289 rankNorm=0.078 band=low src=['principal_semantic']
  5. 25071 | Exc forearm les sc 3 cm/> | score=0.285 rankNorm=0.076 band=low src=['principal_semantic']
  6. 26676 | Pin hand dislocation | score=0.284 rankNorm=0.074 band=low src=['principal_semantic']
  7. 99203 | Office o/p new low 30 min | score=0.28 rankNorm=0.071 band=low src=['baseline_eval']
  8. 99204 | Office o/p new modifier 45 min | score=0.28 rankNorm=0.071 band=low src=['baseline_eval']

# 34
Query: My skin is really dry and itchy.
Expected: True Reason: Symptom complaint (pruritus/xerosis)
Afflictions: [["burn injury", 0.35, ["semantic"]]]
  1. 99203 | Office o/p new low 30 min | score=0.28 rankNorm=0.114 band=low src=['baseline_eval']
  2. 99204 | Office o/p new modifier 45 min | score=0.28 rankNorm=0.114 band=low src=['baseline_eval']
  3. 99213 | Office o/p est low 20 min | score=0.28 rankNorm=0.114 band=low src=['baseline_eval']
  4. 99214 | Office o/p est modifier 30 min | score=0.28 rankNorm=0.114 band=low src=['baseline_eval']
  5. 27339 | Exc thigh/knee tum dep 5cm/> | score=0.267 rankNorm=0.097 band=low src=['principal_semantic']
  6. 27337 | Exc thigh/knee les sc 3 cm/> | score=0.257 rankNorm=0.087 band=low src=['principal_semantic']
  7. 26111 | Exc hand les sc 1.5 cm/> | score=0.244 rankNorm=0.074 band=low src=['principal_semantic']
  8. 27327 | Exc thigh/knee les sc < 3 cm | score=0.241 rankNorm=0.071 band=low src=['principal_semantic']

# 35
Query: I have a sharp pain in my side.
Expected: True Reason: Symptom complaint (flank/side pain)
Afflictions: [["low back pain", 0.504, ["semantic"]], ["carpal tunnel syndrome", 0.464, ["semantic"]], ["acute appendicitis", 0.35, ["semantic"]]]
  1. 99203 | Office o/p new low 30 min | score=0.28 rankNorm=0.175 band=low src=['baseline_eval']
  2. 99204 | Office o/p new modifier 45 min | score=0.28 rankNorm=0.175 band=low src=['baseline_eval']
  3. 99213 | Office o/p est low 20 min | score=0.28 rankNorm=0.175 band=low src=['baseline_eval']
  4. 99214 | Office o/p est modifier 30 min | score=0.28 rankNorm=0.175 band=low src=['baseline_eval']
  5. 27305 | Incise thigh tendon & fascia | score=0.166 rankNorm=0.045 band=low src=['principal_semantic']
  6. 75822 | Vein x-ray arms/legs | score=0.165 rankNorm=0.044 band=low src=['principal_semantic']
  7. 41019 | Place needles h&n for right | score=0.155 rankNorm=0.039 band=low src=['principal_semantic']
  8. 75803 | Lymph vessel x-ray arms/legs | score=0.153 rankNorm=0.038 band=low src=['principal_semantic']

# 36
Query: I think I'm pregnant.
Expected: True Reason: Possible pregnancy (testing/counseling)
Afflictions: [["acute appendicitis", 0.35, ["semantic"]], ["influenza", 0.35, ["semantic"]], ["migraine", 0.35, ["semantic"]]]
  1. 99203 | Office o/p new low 30 min | score=0.28 rankNorm=0.136 band=low src=['baseline_eval']
  2. 99204 | Office o/p new modifier 45 min | score=0.28 rankNorm=0.136 band=low src=['baseline_eval']
  3. 99213 | Office o/p est low 20 min | score=0.28 rankNorm=0.136 band=low src=['baseline_eval']
  4. 99214 | Office o/p est modifier 30 min | score=0.28 rankNorm=0.136 band=low src=['baseline_eval']
  5. 58555 | Hysteroscopy diagnostic sep procedure | score=0.273 rankNorm=0.125 band=low src=['principal_semantic']
  6. 57155 | Insert uteri tandem/ovoids | score=0.214 rankNorm=0.062 band=low src=['principal_semantic']
  7. 58543 | Lsh uterus above 250 g | score=0.195 rankNorm=0.049 band=low src=['principal_semantic']
  8. 57410 | Pelvic examination | score=0.193 rankNorm=0.048 band=low src=['principal_semantic']

# 37
Query: My toe fell off.
Expected: True Reason: Severe trauma/amputation concern (urgent)
Afflictions: [["ankle fracture", 0.386, ["semantic"]], ["burn injury", 0.35, ["semantic"]], ["concussion", 0.35, ["semantic"]]]
  1. 28820 | Amputation of toe | score=0.343 rankNorm=0.122 band=low src=['principal_semantic']
  2. 28825 | Partial amputation of toe | score=0.323 rankNorm=0.095 band=low src=['principal_semantic']
  3. 28232 | Incision of toe tendon | score=0.319 rankNorm=0.091 band=low src=['principal_semantic']
  4. 28240 | Release of big toe | score=0.319 rankNorm=0.091 band=low src=['principal_semantic']
  5. 28755 | Fusion of big toe joint | score=0.312 rankNorm=0.083 band=low src=['principal_semantic']
  6. 28280 | Fusion of toes | score=0.309 rankNorm=0.08 band=low src=['principal_semantic']
  7. 28810 | Amputation toe & metatarsal | score=0.308 rankNorm=0.08 band=low src=['principal_semantic']
  8. 28750 | Fusion of big toe joint | score=0.306 rankNorm=0.078 band=low src=['principal_semantic']

# 38
Query: I have blood in my stool.
Expected: True Reason: Symptom complaint (hematochezia)
Afflictions: [["acute appendicitis", 0.35, ["semantic"]], ["gallstones", 0.35, ["semantic"]]]
  1. 43227 | Esophagoscopy control bleed | score=0.309 rankNorm=0.125 band=low src=['principal_semantic']
  2. 99203 | Office o/p new low 30 min | score=0.28 rankNorm=0.088 band=low src=['baseline_eval']
  3. 99204 | Office o/p new modifier 45 min | score=0.28 rankNorm=0.088 band=low src=['baseline_eval']
  4. 99213 | Office o/p est low 20 min | score=0.28 rankNorm=0.088 band=low src=['baseline_eval']
  5. 99214 | Office o/p est modifier 30 min | score=0.28 rankNorm=0.088 band=low src=['baseline_eval']
  6. 75810 | Vein x-ray spleen/liver | score=0.273 rankNorm=0.081 band=low src=['principal_semantic']
  7. 44402 | Colonoscopy with stent plcmt | score=0.272 rankNorm=0.08 band=low src=['principal_semantic']
  8. 45389 | Colonoscopy with stent plcmt | score=0.27 rankNorm=0.078 band=low src=['principal_semantic']

# 39
Query: My heart is racing.
Expected: True Reason: Symptom complaint (palpitations)
Afflictions: [["chest pain", 0.472, ["semantic"]], ["hypertension", 0.35, ["semantic"]], ["migraine", 0.35, ["semantic"]]]
  1. 33285 | Insj subcutaneous car rhythm mntr | score=0.283 rankNorm=0.112 band=low src=['principal_semantic']
  2. 99203 | Office o/p new low 30 min | score=0.28 rankNorm=0.107 band=low src=['baseline_eval']
  3. 99204 | Office o/p new modifier 45 min | score=0.28 rankNorm=0.107 band=low src=['baseline_eval']
  4. 99213 | Office o/p est low 20 min | score=0.28 rankNorm=0.107 band=low src=['baseline_eval']
  5. 99214 | Office o/p est modifier 30 min | score=0.28 rankNorm=0.107 band=low src=['baseline_eval']
  6. 93590 | Perq transcath cls mitral | score=0.258 rankNorm=0.083 band=low src=['principal_semantic']
  7. 93602 | Intra-atrial recording | score=0.25 rankNorm=0.075 band=low src=['principal_semantic']
  8. 93595 | L hrt cath chd nm/abn nt cnj | score=0.243 rankNorm=0.069 band=low src=['principal_semantic']

# 40
Query: I can't catch my breath.
Expected: True Reason: Symptom complaint (shortness of breath)
Afflictions: [["asthma exacerbation", 0.414, ["semantic"]], ["chest pain", 0.35, ["semantic"]], ["influenza", 0.35, ["semantic"]]]
  1. 99203 | Office o/p new low 30 min | score=0.28 rankNorm=0.168 band=low src=['baseline_eval']
  2. 99204 | Office o/p new modifier 45 min | score=0.28 rankNorm=0.168 band=low src=['baseline_eval']
  3. 99213 | Office o/p est low 20 min | score=0.28 rankNorm=0.168 band=low src=['baseline_eval']
  4. 99214 | Office o/p est modifier 30 min | score=0.28 rankNorm=0.168 band=low src=['baseline_eval']
  5. 36482 | Endoven ther chem adhes 1st | score=0.204 rankNorm=0.068 band=low src=['principal_semantic']
  6. 31648 | Bronchial valve remov initial | score=0.18 rankNorm=0.051 band=low src=['principal_semantic']
  7. 31645 | Brnchsc with ther aspir 1st | score=0.154 rankNorm=0.037 band=low src=['principal_semantic']
  8. 31611 | Constj trachesophgl fstl | score=0.153 rankNorm=0.036 band=low src=['principal_semantic']

# 41
Query: I need a flu shot.
Expected: False Reason: Preventive care request (immunization scheduling)
Afflictions: [["influenza", 0.606, ["semantic"]], ["common cold", 0.35, ["semantic"]], ["pneumonia", 0.35, ["semantic"]]]
  1. 27397 | Transplants of thigh tendons | score=0.142 rankNorm=0.095 band=low src=['principal_semantic']
  2. 64911 | Neurorraphy with vein autograft | score=0.136 rankNorm=0.088 band=low src=['principal_semantic']
  3. 75870 | Vein x-ray skull | score=0.135 rankNorm=0.088 band=low src=['principal_semantic']
  4. 27517 | Treat thigh fx growth plate | score=0.134 rankNorm=0.087 band=low src=['principal_semantic']
  5. 43201 | Esoph scope with submucous injection | score=0.132 rankNorm=0.084 band=low src=['principal_semantic']
  6. 31570 | Laryngoscope with vc injection | score=0.132 rankNorm=0.084 band=low src=['principal_semantic']
  7. 62230 | Replace/revise brain shunt | score=0.13 rankNorm=0.082 band=low src=['principal_semantic']
  8. 27396 | Transplant of thigh tendon | score=0.129 rankNorm=0.081 band=low src=['principal_semantic']

# 42
Query: My jaw clicks when I chew.
Expected: True Reason: Symptom complaint (TMJ symptoms)
Afflictions: [["chest pain", 0.35, ["semantic"]], ["gallstones", 0.35, ["semantic"]], ["migraine", 0.35, ["semantic"]]]
  1. 99203 | Office o/p new low 30 min | score=0.28 rankNorm=0.119 band=low src=['baseline_eval']
  2. 99204 | Office o/p new modifier 45 min | score=0.28 rankNorm=0.119 band=low src=['baseline_eval']
  3. 99213 | Office o/p est low 20 min | score=0.28 rankNorm=0.119 band=low src=['baseline_eval']
  4. 99214 | Office o/p est modifier 30 min | score=0.28 rankNorm=0.119 band=low src=['baseline_eval']
  5. 21497 | Interdental wirg oth/thn fx | score=0.251 rankNorm=0.084 band=low src=['principal_semantic']
  6. 21082 | Impres&prep paltl aug prosth | score=0.249 rankNorm=0.082 band=low src=['principal_semantic']
  7. 42281 | Insertion palate prosthesis | score=0.242 rankNorm=0.075 band=low src=['principal_semantic']
  8. 21120 | Genioplasty augmentation | score=0.226 rankNorm=0.062 band=low src=['principal_semantic']

# 43
Query: I have a splinter I can't get out.
Expected: True Reason: Minor injury/foreign body
Afflictions: [["carpal tunnel syndrome", 0.35, ["semantic"]], ["concussion", 0.35, ["semantic"]], ["influenza", 0.35, ["semantic"]]]
  1. 99203 | Office o/p new low 30 min | score=0.28 rankNorm=0.138 band=low src=['baseline_eval']
  2. 99204 | Office o/p new modifier 45 min | score=0.28 rankNorm=0.138 band=low src=['baseline_eval']
  3. 99213 | Office o/p est low 20 min | score=0.28 rankNorm=0.138 band=low src=['baseline_eval']
  4. 99214 | Office o/p est modifier 30 min | score=0.28 rankNorm=0.138 band=low src=['baseline_eval']
  5. 26055 | Incise finger tendon sheath | score=0.251 rankNorm=0.098 band=low src=['principal_semantic']
  6. 26020 | Drain hand tendon sheath | score=0.213 rankNorm=0.062 band=low src=['principal_semantic']
  7. 26455 | Incision of finger tendon | score=0.203 rankNorm=0.055 band=low src=['principal_semantic']
  8. 26756 | Pin finger fracture each | score=0.201 rankNorm=0.054 band=low src=['principal_semantic']

# 44
Query: I feel like I'm going to pass out.
Expected: True Reason: Symptom complaint (presyncope)
Afflictions: [["asthma exacerbation", 0.35, ["semantic"]], ["chest pain", 0.35, ["semantic"]], ["common cold", 0.35, ["semantic"]]]
  1. 99203 | Office o/p new low 30 min | score=0.28 rankNorm=0.202 band=medium src=['baseline_eval']
  2. 99204 | Office o/p new modifier 45 min | score=0.28 rankNorm=0.202 band=medium src=['baseline_eval']
  3. 99213 | Office o/p est low 20 min | score=0.28 rankNorm=0.202 band=medium src=['baseline_eval']
  4. 99214 | Office o/p est modifier 30 min | score=0.28 rankNorm=0.202 band=medium src=['baseline_eval']
  5. 36482 | Endoven ther chem adhes 1st | score=0.123 rankNorm=0.031 band=low src=['principal_semantic']
  6. 58555 | Hysteroscopy diagnostic sep procedure | score=0.111 rankNorm=0.026 band=low src=['principal_semantic']
  7. 58554 | Laparo-vag hyst with t/o compl | score=0.108 rankNorm=0.026 band=low src=['principal_semantic']
  8. 75731 | Artery x-rays adrenal gland | score=0.104 rankNorm=0.024 band=low src=['principal_semantic']

# 45
Query: My hair is falling out in clumps.
Expected: True Reason: Symptom complaint (hair loss)
Afflictions: []
  1. 67835 | Revise eyelashes | score=0.184 rankNorm=0.117 band=low src=['principal_semantic']
  2. 58820 | Drain ovary abscess open | score=0.179 rankNorm=0.11 band=low src=['principal_semantic']
  3. 31610 | Tracheostomy fenest skin flp | score=0.169 rankNorm=0.098 band=low src=['principal_semantic']
  4. 21138 | Rdctj forehead cntrg&prostc | score=0.163 rankNorm=0.091 band=low src=['principal_semantic']
  5. 21139 | Rdctj forehead cntrg&setback | score=0.152 rankNorm=0.08 band=low src=['principal_semantic']
  6. 15780 | Dermabrasion total face | score=0.151 rankNorm=0.079 band=low src=['principal_semantic']
  7. 75731 | Artery x-rays adrenal gland | score=0.15 rankNorm=0.078 band=low src=['principal_semantic']
  8. 58552 | Laparo-vag hyst incl t/o | score=0.148 rankNorm=0.076 band=low src=['principal_semantic']

# 46
Query: I have a migraine.
Expected: True Reason: Symptom complaint (migraine)
Afflictions: [["migraine", 0.864, ["semantic"]], ["carpal tunnel syndrome", 0.35, ["semantic"]], ["chest pain", 0.35, ["semantic"]]]
  1. 99203 | Office o/p new low 30 min | score=0.28 rankNorm=0.154 band=low src=['baseline_eval']
  2. 99204 | Office o/p new modifier 45 min | score=0.28 rankNorm=0.154 band=low src=['baseline_eval']
  3. 99213 | Office o/p est low 20 min | score=0.28 rankNorm=0.154 band=low src=['baseline_eval']
  4. 99214 | Office o/p est modifier 30 min | score=0.28 rankNorm=0.154 band=low src=['baseline_eval']
  5. 61791 | Treat trigeminal tract | score=0.198 rankNorm=0.057 band=low src=['principal_semantic']
  6. 75870 | Vein x-ray skull | score=0.192 rankNorm=0.054 band=low src=['principal_semantic']
  7. 21073 | Mnpj of tmj with anesthesia | score=0.181 rankNorm=0.047 band=low src=['principal_semantic']
  8. 26607 | Treat metacarpal fracture | score=0.179 rankNorm=0.046 band=low src=['principal_semantic']

# 47
Query: My ass hurts.
Expected: True Reason: Symptom complaint (rectal/buttock pain)
Afflictions: [["low back pain", 0.508, ["semantic"]], ["acute appendicitis", 0.412, ["semantic"]], ["burn injury", 0.35, ["semantic"]]]
  1. 99203 | Office o/p new low 30 min | score=0.28 rankNorm=0.129 band=low src=['baseline_eval']
  2. 99204 | Office o/p new modifier 45 min | score=0.28 rankNorm=0.129 band=low src=['baseline_eval']
  3. 99213 | Office o/p est low 20 min | score=0.28 rankNorm=0.129 band=low src=['baseline_eval']
  4. 99214 | Office o/p est modifier 30 min | score=0.28 rankNorm=0.129 band=low src=['baseline_eval']
  5. 45990 | Surg diagnostic exam anorectal | score=0.259 rankNorm=0.101 band=low src=['principal_semantic']
  6. 46924 | Destruction anal lesion(s) | score=0.222 rankNorm=0.064 band=low src=['principal_semantic']
  7. 64581 | Opn impltj nea sacral nerve | score=0.219 rankNorm=0.062 band=low src=['principal_semantic']
  8. 15933 | Exc sac pr ulc prim str ostc | score=0.217 rankNorm=0.06 band=low src=['principal_semantic']

# 48
Query: I stepped on a rusty nail.
Expected: True Reason: Acute injury/trauma (puncture wound)
Afflictions: [["ankle fracture", 0.35, ["semantic"]], ["burn injury", 0.35, ["semantic"]], ["carpal tunnel syndrome", 0.35, ["semantic"]]]
  1. 26756 | Pin finger fracture each | score=0.282 rankNorm=0.138 band=low src=['principal_semantic']
  2. 28041 | Exc foot/toe tum dep 1.5cm/> | score=0.276 rankNorm=0.129 band=low src=['principal_semantic']
  3. 28039 | Exc foot/toe tum sc 1.5 cm/> | score=0.255 rankNorm=0.1 band=low src=['principal_semantic']
  4. 24145 | Prtl exc bone radial h/n | score=0.244 rankNorm=0.087 band=low src=['principal_semantic']
  5. 27339 | Exc thigh/knee tum dep 5cm/> | score=0.233 rankNorm=0.077 band=low src=['principal_semantic']
  6. 27634 | Exc leg/ankle tum dep 5 cm/> | score=0.232 rankNorm=0.076 band=low src=['principal_semantic']
  7. 28045 | Exc foot/toe tum deep <1.5cm | score=0.228 rankNorm=0.072 band=low src=['principal_semantic']
  8. 26111 | Exc hand les sc 1.5 cm/> | score=0.226 rankNorm=0.07 band=low src=['principal_semantic']

# 49
Query: I have ringing in my ears.
Expected: True Reason: Symptom complaint (tinnitus)
Afflictions: [["carpal tunnel syndrome", 0.35, ["semantic"]], ["chest pain", 0.35, ["semantic"]], ["common cold", 0.35, ["semantic"]]]
  1. 69005 | Drg xtrnl ear absc/hem comp | score=0.288 rankNorm=0.153 band=low src=['principal_semantic']
  2. 69645 | Revise middle ear & mastoid | score=0.242 rankNorm=0.089 band=low src=['principal_semantic']
  3. 69646 | Revise middle ear & mastoid | score=0.238 rankNorm=0.085 band=low src=['principal_semantic']
  4. 69205 | Clear outer ear canal | score=0.234 rankNorm=0.081 band=low src=['principal_semantic']
  5. 21235 | Ear cartilage graft | score=0.234 rankNorm=0.08 band=low src=['principal_semantic']
  6. 69643 | Revise middle ear & mastoid | score=0.23 rankNorm=0.077 band=low src=['principal_semantic']
  7. 69644 | Revise middle ear & mastoid | score=0.23 rankNorm=0.076 band=low src=['principal_semantic']
  8. 69700 | Close mastoid fistula | score=0.228 rankNorm=0.075 band=low src=['principal_semantic']

# 50
Query: My legs feel heavy.
Expected: True Reason: Symptom complaint (leg heaviness)
Afflictions: [["carpal tunnel syndrome", 0.368, ["semantic"]], ["chest pain", 0.35, ["semantic"]], ["hip fracture", 0.35, ["semantic"]]]
  1. 99203 | Office o/p new low 30 min | score=0.28 rankNorm=0.164 band=low src=['baseline_eval']
  2. 99204 | Office o/p new modifier 45 min | score=0.28 rankNorm=0.164 band=low src=['baseline_eval']
  3. 99213 | Office o/p est low 20 min | score=0.28 rankNorm=0.164 band=low src=['baseline_eval']
  4. 99214 | Office o/p est modifier 30 min | score=0.28 rankNorm=0.164 band=low src=['baseline_eval']
  5. 75822 | Vein x-ray arms/legs | score=0.231 rankNorm=0.091 band=low src=['principal_semantic']
  6. 75803 | Lymph vessel x-ray arms/legs | score=0.191 rankNorm=0.056 band=low src=['principal_semantic']
  7. 27397 | Transplants of thigh tendons | score=0.16 rankNorm=0.039 band=low src=['principal_semantic']
  8. 64893 | Nrv grf 1strnd arm/leg >4 cm | score=0.151 rankNorm=0.035 band=low src=['principal_semantic']

# 51
Query: I think I have pink eye.
Expected: True Reason: Symptom complaint (conjunctivitis)
Afflictions: [["common cold", 0.35, ["semantic"]], ["concussion", 0.35, ["semantic"]], ["influenza", 0.35, ["semantic"]]]
  1. 99203 | Office o/p new low 30 min | score=0.28 rankNorm=0.151 band=low src=['baseline_eval']
  2. 99204 | Office o/p new modifier 45 min | score=0.28 rankNorm=0.151 band=low src=['baseline_eval']
  3. 99213 | Office o/p est low 20 min | score=0.28 rankNorm=0.151 band=low src=['baseline_eval']
  4. 99214 | Office o/p est modifier 30 min | score=0.28 rankNorm=0.151 band=low src=['baseline_eval']
  5. 67405 | Explore/drain eye socket | score=0.215 rankNorm=0.069 band=low src=['principal_semantic']
  6. 67440 | Explore/drain eye socket | score=0.212 rankNorm=0.067 band=low src=['principal_semantic']
  7. 67415 | Aspiration orbital contents | score=0.196 rankNorm=0.055 band=low src=['principal_semantic']
  8. 68130 | Exc les conjunctiva adj scl | score=0.186 rankNorm=0.049 band=low src=['principal_semantic']

# 52
Query: I need a doctor's note for work.
Expected: False Reason: Administrative request (documentation)
Afflictions: [["low back pain", 0.35, ["semantic"]]]
  1. 41019 | Place needles h&n for right | score=0.178 rankNorm=0.156 band=low src=['principal_semantic']
  2. 59409 | Obstetrical care | score=0.158 rankNorm=0.122 band=low src=['principal_semantic']
  3. 37183 | Revision tips | score=0.142 rankNorm=0.101 band=low src=['principal_semantic']
  4. 92019 | Lmtd oph exam general anes | score=0.124 rankNorm=0.081 band=low src=['principal_semantic']
  5. 25315 | Revise palsy hand tendon(s) | score=0.122 rankNorm=0.079 band=low src=['principal_semantic']
  6. 57410 | Pelvic examination | score=0.115 rankNorm=0.073 band=low src=['principal_semantic']
  7. 31527 | Laryngoscopy for treatment | score=0.114 rankNorm=0.072 band=low src=['principal_semantic']
  8. 29840 | Wrist arthroscopy | score=0.104 rankNorm=0.064 band=low src=['principal_semantic']

# 53
Query: My shoulder is dislocated.
Expected: True Reason: Acute injury/trauma (dislocation)
Afflictions: [["concussion", 0.501, ["semantic"]], ["laceration", 0.404, ["semantic"]], ["ankle fracture", 0.35, ["semantic"]]]
  1. 23675 | Cltx sho dislc neck fx mnpj | score=0.412 rankNorm=0.132 band=low src=['principal_semantic']
  2. 23660 | Optx acute shoulder dislc | score=0.392 rankNorm=0.104 band=low src=['principal_semantic']
  3. 23670 | Optx sho dislc fx | score=0.39 rankNorm=0.101 band=low src=['principal_semantic']
  4. 23665 | Cltx sho dslc fx gr hmrl tbr | score=0.387 rankNorm=0.098 band=low src=['principal_semantic']
  5. 23605 | Cltx prx hmrl fx mnpj+-tract | score=0.379 rankNorm=0.089 band=low src=['principal_semantic']
  6. 23655 | Cltx sho dslc with mnpj with anes | score=0.376 rankNorm=0.086 band=low src=['principal_semantic']
  7. 23680 | Optx sho dislc neck fx fixj | score=0.362 rankNorm=0.072 band=low src=['principal_semantic']
  8. 23700 | Mnpj anes sho jt fixj aprats | score=0.361 rankNorm=0.071 band=low src=['principal_semantic']

# 54
Query: I have cramps in my stomach.
Expected: True Reason: Symptom complaint (abdominal cramps)
Afflictions: [["acute appendicitis", 0.35, ["semantic"]], ["carpal tunnel syndrome", 0.35, ["semantic"]], ["chest pain", 0.35, ["semantic"]]]
  1. 43773 | Laparoscopy replace gastr adj device | score=0.335 rankNorm=0.178 band=low src=['principal_semantic']
  2. 43770 | Laparoscopy place gastr adj device | score=0.31 rankNorm=0.131 band=low src=['principal_semantic']
  3. 99203 | Office o/p new low 30 min | score=0.28 rankNorm=0.092 band=low src=['baseline_eval']
  4. 99204 | Office o/p new modifier 45 min | score=0.28 rankNorm=0.092 band=low src=['baseline_eval']
  5. 99213 | Office o/p est low 20 min | score=0.28 rankNorm=0.092 band=low src=['baseline_eval']
  6. 99214 | Office o/p est modifier 30 min | score=0.28 rankNorm=0.092 band=low src=['baseline_eval']
  7. 43772 | Laparoscopy rmvl gastr adj device | score=0.267 rankNorm=0.078 band=low src=['principal_semantic']
  8. 43659 | Unlisted laps px stomach | score=0.253 rankNorm=0.066 band=low src=['principal_semantic']

# 55
Query: I'm always thirsty.
Expected: True Reason: Symptom complaint (polydipsia)
Afflictions: [["diabetes mellitus type 2", 0.486, ["semantic"]], ["carpal tunnel syndrome", 0.35, ["semantic"]], ["hypertension", 0.35, ["semantic"]]]
  1. 99203 | Office o/p new low 30 min | score=0.28 rankNorm=0.149 band=low src=['baseline_eval']
  2. 99204 | Office o/p new modifier 45 min | score=0.28 rankNorm=0.149 band=low src=['baseline_eval']
  3. 99213 | Office o/p est low 20 min | score=0.28 rankNorm=0.149 band=low src=['baseline_eval']
  4. 99214 | Office o/p est modifier 30 min | score=0.28 rankNorm=0.149 band=low src=['baseline_eval']
  5. 58542 | Lsh with t/o ut 250 g or less | score=0.234 rankNorm=0.086 band=low src=['principal_semantic']
  6. 43240 | Egd with transmural drain cyst | score=0.218 rankNorm=0.071 band=low src=['principal_semantic']
  7. 52346 | Cystouretero with renal strict | score=0.205 rankNorm=0.061 band=low src=['principal_semantic']
  8. 52400 | Cystouretero with congen repr | score=0.172 rankNorm=0.041 band=low src=['principal_semantic']

# 56
Query: I have a fever and chills.
Expected: True Reason: Symptom complaint (febrile illness)
Afflictions: [["common cold", 0.533, ["semantic"]], ["influenza", 0.436, ["semantic"]], ["acute appendicitis", 0.35, ["semantic"]]]
  1. 99203 | Office o/p new low 30 min | score=0.28 rankNorm=0.172 band=low src=['baseline_eval']
  2. 99204 | Office o/p new modifier 45 min | score=0.28 rankNorm=0.172 band=low src=['baseline_eval']
  3. 99213 | Office o/p est low 20 min | score=0.28 rankNorm=0.172 band=low src=['baseline_eval']
  4. 99214 | Office o/p est modifier 30 min | score=0.28 rankNorm=0.172 band=low src=['baseline_eval']
  5. 75803 | Lymph vessel x-ray arms/legs | score=0.19 rankNorm=0.058 band=low src=['principal_semantic']
  6. 57109 | Vagnc bi total pel lymphadec | score=0.168 rankNorm=0.045 band=low src=['principal_semantic']
  7. 75822 | Vein x-ray arms/legs | score=0.166 rankNorm=0.044 band=low src=['principal_semantic']
  8. 75810 | Vein x-ray spleen/liver | score=0.162 rankNorm=0.042 band=low src=['principal_semantic']

# 57
Query: My nose is stuffed up.
Expected: True Reason: Symptom complaint (nasal congestion)
Afflictions: [["common cold", 0.573, ["semantic"]], ["influenza", 0.436, ["semantic"]], ["pneumonia", 0.358, ["semantic"]]]
  1. 99203 | Office o/p new low 30 min | score=0.28 rankNorm=0.159 band=low src=['baseline_eval']
  2. 99204 | Office o/p new modifier 45 min | score=0.28 rankNorm=0.159 band=low src=['baseline_eval']
  3. 99213 | Office o/p est low 20 min | score=0.28 rankNorm=0.159 band=low src=['baseline_eval']
  4. 99214 | Office o/p est modifier 30 min | score=0.28 rankNorm=0.159 band=low src=['baseline_eval']
  5. 21087 | Impres&prep nasal prosth | score=0.217 rankNorm=0.074 band=low src=['principal_semantic']
  6. 30210 | Nasal sinus therapy | score=0.206 rankNorm=0.065 band=low src=['principal_semantic']
  7. 30220 | Insert nasal septal button | score=0.185 rankNorm=0.051 band=low src=['principal_semantic']
  8. 42972 | Control nose/throat bleeding | score=0.16 rankNorm=0.038 band=low src=['principal_semantic']

# 58
Query: I vomit every morning.
Expected: True Reason: Symptom complaint (recurrent vomiting)
Afflictions: [["acute appendicitis", 0.35, ["semantic"]], ["gallstones", 0.35, ["semantic"]]]
  1. 99203 | Office o/p new low 30 min | score=0.28 rankNorm=0.118 band=low src=['baseline_eval']
  2. 99204 | Office o/p new modifier 45 min | score=0.28 rankNorm=0.118 band=low src=['baseline_eval']
  3. 99213 | Office o/p est low 20 min | score=0.28 rankNorm=0.118 band=low src=['baseline_eval']
  4. 99214 | Office o/p est modifier 30 min | score=0.28 rankNorm=0.118 band=low src=['baseline_eval']
  5. 43770 | Laparoscopy place gastr adj device | score=0.247 rankNorm=0.079 band=low src=['principal_semantic']
  6. 43773 | Laparoscopy replace gastr adj device | score=0.235 rankNorm=0.069 band=low src=['principal_semantic']
  7. 43647 | Laparoscopy impl electrode antrum | score=0.235 rankNorm=0.069 band=low src=['principal_semantic']
  8. 43210 | Egd esophagogastrc fndoplsty | score=0.233 rankNorm=0.067 band=low src=['principal_semantic']

# 59
Query: I have a persistent dry cough.
Expected: True Reason: Symptom complaint (chronic cough)
Afflictions: [["common cold", 0.401, ["semantic"]], ["asthma exacerbation", 0.35, ["semantic"]], ["influenza", 0.35, ["semantic"]]]
  1. 31622 | Diagnostic bronchoscope/wash | score=0.319 rankNorm=0.151 band=low src=['principal_semantic']
  2. 31624 | Diagnostic bronchoscope/lavage | score=0.286 rankNorm=0.101 band=low src=['principal_semantic']
  3. 99203 | Office o/p new low 30 min | score=0.28 rankNorm=0.094 band=low src=['baseline_eval']
  4. 99204 | Office o/p new modifier 45 min | score=0.28 rankNorm=0.094 band=low src=['baseline_eval']
  5. 99213 | Office o/p est low 20 min | score=0.28 rankNorm=0.094 band=low src=['baseline_eval']
  6. 99214 | Office o/p est modifier 30 min | score=0.28 rankNorm=0.094 band=low src=['baseline_eval']
  7. 31623 | Diagnostic bronchoscope/brush | score=0.274 rankNorm=0.088 band=low src=['principal_semantic']
  8. 31643 | Diagnostic bronchoscope/catheter | score=0.269 rankNorm=0.083 band=low src=['principal_semantic']

# 60
Query: My feet are swollen.
Expected: True Reason: Symptom complaint (edema)
Afflictions: [["ankle fracture", 0.35, ["semantic"]], ["asthma exacerbation", 0.35, ["semantic"]], ["carpal tunnel syndrome", 0.35, ["semantic"]]]
  1. 27603 | Drain lower leg lesion | score=0.249 rankNorm=0.142 band=low src=['principal_semantic']
  2. 27604 | Drain lower leg bursa | score=0.244 rankNorm=0.135 band=low src=['principal_semantic']
  3. 29893 | Scope plantar fasciotomy | score=0.21 rankNorm=0.09 band=low src=['principal_semantic']
  4. 28340 | Resect enlarged toe tissue | score=0.201 rankNorm=0.08 band=low src=['principal_semantic']
  5. 28041 | Exc foot/toe tum dep 1.5cm/> | score=0.195 rankNorm=0.075 band=low src=['principal_semantic']
  6. 64896 | Nrv grf mltst hnd/foot >4 cm | score=0.195 rankNorm=0.074 band=low src=['principal_semantic']
  7. 28003 | Treatment of foot infection | score=0.19 rankNorm=0.07 band=low src=['principal_semantic']
  8. 28088 | Excise foot tendon sheath | score=0.189 rankNorm=0.07 band=low src=['principal_semantic']

# 61
Query: I think I have a UTI.
Expected: True Reason: Symptom complaint (possible UTI)
Afflictions: [["urinary tract infection", 0.743, ["semantic"]], ["acute appendicitis", 0.35, ["semantic"]], ["influenza", 0.35, ["semantic"]]]
  1. 52351 | Cystouretero & or pyeloscope | score=0.388 rankNorm=0.203 band=medium src=['principal_semantic']
  2. 50953 | Endoscopy of ureter | score=0.315 rankNorm=0.085 band=low src=['principal_semantic']
  3. 50951 | Endoscopy of ureter | score=0.314 rankNorm=0.083 band=low src=['principal_semantic']
  4. 52005 | Cysto with urtrl cathj | score=0.307 rankNorm=0.077 band=low src=['principal_semantic']
  5. 50970 | Ureter endoscopy | score=0.305 rankNorm=0.075 band=low src=['principal_semantic']
  6. 51040 | Incise & drain bladder | score=0.303 rankNorm=0.073 band=low src=['principal_semantic']
  7. 52330 | Cystoscopy and treatment | score=0.301 rankNorm=0.071 band=low src=['principal_semantic']
  8. 53500 | Urethrlys transvag w/ scope | score=0.299 rankNorm=0.069 band=low src=['principal_semantic']

# 62
Query: I got bitten by a dog.
Expected: True Reason: Acute injury/trauma (animal bite)
Afflictions: [["laceration", 0.371, ["semantic"]], ["ankle fracture", 0.35, ["semantic"]], ["burn injury", 0.35, ["semantic"]]]
  1. 26756 | Pin finger fracture each | score=0.178 rankNorm=0.106 band=low src=['principal_semantic']
  2. 28289 | Corrj halux rigdus without implt | score=0.173 rankNorm=0.099 band=low src=['principal_semantic']
  3. 27632 | Exc leg/ankle les sc 3 cm/> | score=0.172 rankNorm=0.098 band=low src=['principal_semantic']
  4. 25515 | Optx radial shaft fracture | score=0.158 rankNorm=0.083 band=low src=['principal_semantic']
  5. 27766 | Optx medial ankle fx | score=0.157 rankNorm=0.082 band=low src=['principal_semantic']
  6. 26676 | Pin hand dislocation | score=0.156 rankNorm=0.081 band=low src=['principal_semantic']
  7. 27634 | Exc leg/ankle tum dep 5 cm/> | score=0.155 rankNorm=0.08 band=low src=['principal_semantic']
  8. 27619 | Exc leg/ankle tum deep <5 cm | score=0.154 rankNorm=0.08 band=low src=['principal_semantic']

# 63
Query: I have a blister on my heel.
Expected: True Reason: Minor skin issue (blister)
Afflictions: [["ankle fracture", 0.496, ["semantic"]], ["burn injury", 0.35, ["semantic"]], ["concussion", 0.35, ["semantic"]]]
  1. 27632 | Exc leg/ankle les sc 3 cm/> | score=0.398 rankNorm=0.145 band=low src=['principal_semantic']
  2. 27814 | Treatment of ankle fracture | score=0.368 rankNorm=0.101 band=low src=['turquoise_keyword', 'principal_semantic']
  3. 27634 | Exc leg/ankle tum dep 5 cm/> | score=0.366 rankNorm=0.099 band=low src=['principal_semantic']
  4. 27339 | Exc thigh/knee tum dep 5cm/> | score=0.36 rankNorm=0.092 band=low src=['principal_semantic']
  5. 27818 | Treatment of ankle fracture | score=0.359 rankNorm=0.091 band=low src=['turquoise_keyword', 'principal_semantic']
  6. 27603 | Drain lower leg lesion | score=0.356 rankNorm=0.087 band=low src=['principal_semantic']
  7. 27337 | Exc thigh/knee les sc 3 cm/> | score=0.349 rankNorm=0.08 band=low src=['principal_semantic']
  8. 28041 | Exc foot/toe tum dep 1.5cm/> | score=0.348 rankNorm=0.079 band=low src=['principal_semantic']

# 64
Query: My hands are shaking.
Expected: True Reason: Symptom complaint (tremor)
Afflictions: [["carpal tunnel syndrome", 0.355, ["semantic"]]]
  1. 99203 | Office o/p new low 30 min | score=0.28 rankNorm=0.124 band=low src=['baseline_eval']
  2. 99204 | Office o/p new modifier 45 min | score=0.28 rankNorm=0.124 band=low src=['baseline_eval']
  3. 99213 | Office o/p est low 20 min | score=0.28 rankNorm=0.124 band=low src=['baseline_eval']
  4. 99214 | Office o/p est modifier 30 min | score=0.28 rankNorm=0.124 band=low src=['baseline_eval']
  5. 26250 | Extensive hand surgery | score=0.243 rankNorm=0.079 band=low src=['principal_semantic']
  6. 26260 | Resect prox finger tumor | score=0.232 rankNorm=0.07 band=low src=['principal_semantic']
  7. 26910 | Amputate metacarpal bone | score=0.224 rankNorm=0.064 band=low src=['principal_semantic']
  8. 26340 | Manipulate finger with anesthesia | score=0.221 rankNorm=0.061 band=low src=['principal_semantic']

# 65
Query: I have severe lower back pain.
Expected: True Reason: Symptom complaint (severe low back pain)
Afflictions: [["low back pain", 0.737, ["semantic"]], ["ankle fracture", 0.35, ["semantic"]], ["hip fracture", 0.35, ["semantic"]]]
  1. 27792 | Treatment of ankle fracture | score=0.419 rankNorm=0.221 band=medium src=['turquoise_keyword', 'principal_semantic']
  2. 27818 | Treatment of ankle fracture | score=0.394 rankNorm=0.164 band=low src=['turquoise_keyword', 'principal_semantic']
  3. 27814 | Treatment of ankle fracture | score=0.387 rankNorm=0.15 band=low src=['turquoise_keyword', 'principal_semantic']
  4. 27822 | Treatment of ankle fracture | score=0.359 rankNorm=0.108 band=low src=['turquoise_keyword', 'principal_semantic']
  5. 27810 | Treatment of ankle fracture | score=0.335 rankNorm=0.081 band=low src=['turquoise_keyword', 'principal_semantic']
  6. 0275T | Perq lamot/lam lumbar | score=0.295 rankNorm=0.05 band=low src=['principal_semantic']
  7. 63047 | Lam facetec & foramot lumbar | score=0.278 rankNorm=0.041 band=low src=['principal_semantic']
  8. 63042 | Laminotomy single lumbar | score=0.277 rankNorm=0.041 band=low src=['principal_semantic']

# 66
Query: I need to check my cholesterol.
Expected: False Reason: Preventive screening request (labs)
Afflictions: [["diabetes mellitus type 2", 0.35, ["semantic"]], ["gallstones", 0.35, ["semantic"]]]
  1. 99203 | Office o/p new low 30 min | score=0.28 rankNorm=0.11 band=low src=['baseline_eval']
  2. 99204 | Office o/p new modifier 45 min | score=0.28 rankNorm=0.11 band=low src=['baseline_eval']
  3. 99213 | Office o/p est low 20 min | score=0.28 rankNorm=0.11 band=low src=['baseline_eval']
  4. 99214 | Office o/p est modifier 30 min | score=0.28 rankNorm=0.11 band=low src=['baseline_eval']
  5. 75731 | Artery x-rays adrenal gland | score=0.27 rankNorm=0.098 band=low src=['principal_semantic']
  6. 47552 | Biliary endo perq diagnostic with speci | score=0.266 rankNorm=0.093 band=low src=['principal_semantic']
  7. 43262 | Endo cholangiopancreatograph | score=0.247 rankNorm=0.074 band=low src=['principal_semantic']
  8. 43261 | Endo cholangiopancreatograph | score=0.241 rankNorm=0.069 band=low src=['principal_semantic']

# 67
Query: I feel weak all over.
Expected: True Reason: Symptom complaint (generalized weakness)
Afflictions: [["carpal tunnel syndrome", 0.35, ["semantic"]], ["chest pain", 0.35, ["semantic"]], ["hip fracture", 0.35, ["semantic"]]]
  1. 99203 | Office o/p new low 30 min | score=0.28 rankNorm=0.158 band=low src=['baseline_eval']
  2. 99204 | Office o/p new modifier 45 min | score=0.28 rankNorm=0.158 band=low src=['baseline_eval']
  3. 99213 | Office o/p est low 20 min | score=0.28 rankNorm=0.158 band=low src=['baseline_eval']
  4. 99214 | Office o/p est modifier 30 min | score=0.28 rankNorm=0.158 band=low src=['baseline_eval']
  5. 75822 | Vein x-ray arms/legs | score=0.23 rankNorm=0.087 band=low src=['principal_semantic']
  6. 75803 | Lymph vessel x-ray arms/legs | score=0.214 rankNorm=0.071 band=low src=['principal_semantic']
  7. 27397 | Transplants of thigh tendons | score=0.177 rankNorm=0.046 band=low src=['principal_semantic']
  8. 27400 | Revise thigh muscles/tendons | score=0.175 rankNorm=0.045 band=low src=['principal_semantic']

# 68
Query: I have a pounding headache behind my eyes.
Expected: True Reason: Symptom complaint (headache)
Afflictions: [["migraine", 0.588, ["semantic"]], ["chest pain", 0.35, ["semantic"]], ["concussion", 0.35, ["semantic"]]]
  1. 99203 | Office o/p new low 30 min | score=0.28 rankNorm=0.135 band=low src=['baseline_eval']
  2. 99204 | Office o/p new modifier 45 min | score=0.28 rankNorm=0.135 band=low src=['baseline_eval']
  3. 99213 | Office o/p est low 20 min | score=0.28 rankNorm=0.135 band=low src=['baseline_eval']
  4. 99214 | Office o/p est modifier 30 min | score=0.28 rankNorm=0.135 band=low src=['baseline_eval']
  5. 67415 | Aspiration orbital contents | score=0.24 rankNorm=0.083 band=low src=['principal_semantic']
  6. 67440 | Explore/drain eye socket | score=0.221 rankNorm=0.066 band=low src=['principal_semantic']
  7. 67405 | Explore/drain eye socket | score=0.22 rankNorm=0.066 band=low src=['principal_semantic']
  8. 68420 | I&d lacrimal sac | score=0.212 rankNorm=0.06 band=low src=['principal_semantic']

# 69
Query: My throat feels swollen.
Expected: True Reason: Symptom complaint (throat swelling sensation)
Afflictions: [["common cold", 0.353, ["semantic"]], ["asthma exacerbation", 0.35, ["semantic"]], ["chest pain", 0.35, ["semantic"]]]
  1. 99203 | Office o/p new low 30 min | score=0.28 rankNorm=0.128 band=low src=['baseline_eval']
  2. 99204 | Office o/p new modifier 45 min | score=0.28 rankNorm=0.128 band=low src=['baseline_eval']
  3. 99213 | Office o/p est low 20 min | score=0.28 rankNorm=0.128 band=low src=['baseline_eval']
  4. 99214 | Office o/p est modifier 30 min | score=0.28 rankNorm=0.128 band=low src=['baseline_eval']
  5. 31525 | Diagnostic laryngoscopy excl nb | score=0.264 rankNorm=0.106 band=low src=['principal_semantic']
  6. 31526 | Diagnostic laryngoscopy with oper scope | score=0.244 rankNorm=0.083 band=low src=['principal_semantic']
  7. 60000 | Drain thyroid/tongue cyst | score=0.224 rankNorm=0.065 band=low src=['principal_semantic']
  8. 21685 | Hyoid myotomy & suspension | score=0.211 rankNorm=0.056 band=low src=['principal_semantic']

# 70
Query: I think I have a hernia.
Expected: True Reason: Symptom complaint (possible hernia)
Afflictions: [["acute appendicitis", 0.35, ["semantic"]], ["chest pain", 0.35, ["semantic"]], ["gallstones", 0.35, ["semantic"]]]
  1. 49553 | Rpr fem hernia initial blocked | score=0.339 rankNorm=0.152 band=low src=['principal_semantic']
  2. 58294 | Vag hyst with enterocele compl | score=0.33 rankNorm=0.137 band=low src=['principal_semantic']
  3. 43774 | Laparoscopy rmvl gastr adj all parts | score=0.287 rankNorm=0.081 band=low src=['principal_semantic']
  4. 49495 | Rpr ing hernia baby reduc | score=0.281 rankNorm=0.076 band=low src=['principal_semantic']
  5. 99203 | Office o/p new low 30 min | score=0.28 rankNorm=0.075 band=low src=['baseline_eval']
  6. 99204 | Office o/p new modifier 45 min | score=0.28 rankNorm=0.075 band=low src=['baseline_eval']
  7. 99213 | Office o/p est low 20 min | score=0.28 rankNorm=0.075 band=low src=['baseline_eval']
  8. 99214 | Office o/p est modifier 30 min | score=0.28 rankNorm=0.075 band=low src=['baseline_eval']

# 71
Query: I can't move my neck.
Expected: True Reason: Symptom complaint (neck pain/stiffness)
Afflictions: [["carpal tunnel syndrome", 0.35, ["semantic"]], ["concussion", 0.35, ["semantic"]]]
  1. 64744 | Incise nerve back of head | score=0.348 rankNorm=0.137 band=low src=['principal_semantic']
  2. 64804 | Sympathectomy cervicothorac | score=0.329 rankNorm=0.109 band=low src=['principal_semantic']
  3. 64885 | Nerve graft head/neck <4 cm | score=0.326 rankNorm=0.106 band=low src=['principal_semantic']
  4. 64802 | Sympathectomy cervical | score=0.323 rankNorm=0.102 band=low src=['principal_semantic']
  5. 64886 | Nerve graft head/neck >4 cm | score=0.304 rankNorm=0.081 band=low src=['principal_semantic']
  6. 75870 | Vein x-ray skull | score=0.298 rankNorm=0.076 band=low src=['principal_semantic']
  7. 23675 | Cltx sho dislc neck fx mnpj | score=0.298 rankNorm=0.075 band=low src=['principal_semantic']
  8. 23680 | Optx sho dislc neck fx fixj | score=0.293 rankNorm=0.071 band=low src=['principal_semantic']

# 72
Query: I have a stabbing pain in my chest.
Expected: True Reason: Symptom complaint (chest pain)
Afflictions: [["chest pain", 0.735, ["semantic"]], ["asthma exacerbation", 0.35, ["semantic"]], ["gallstones", 0.35, ["semantic"]]]
  1. 99203 | Office o/p new low 30 min | score=0.28 rankNorm=0.126 band=low src=['baseline_eval']
  2. 99204 | Office o/p new modifier 45 min | score=0.28 rankNorm=0.126 band=low src=['baseline_eval']
  3. 99213 | Office o/p est low 20 min | score=0.28 rankNorm=0.126 band=low src=['baseline_eval']
  4. 99214 | Office o/p est modifier 30 min | score=0.28 rankNorm=0.126 band=low src=['baseline_eval']
  5. 32601 | Thoracoscopy diagnostic | score=0.266 rankNorm=0.106 band=low src=['principal_semantic']
  6. 31645 | Brnchsc with ther aspir 1st | score=0.246 rankNorm=0.083 band=low src=['principal_semantic']
  7. 32604 | Thoracoscopy wbx sac | score=0.222 rankNorm=0.063 band=low src=['principal_semantic']
  8. 75746 | Artery x-rays lung | score=0.221 rankNorm=0.062 band=low src=['principal_semantic']

# 73
Query: I'm constipated.
Expected: True Reason: Symptom complaint (constipation)
Afflictions: [["acute appendicitis", 0.35, ["semantic"]], ["gallstones", 0.35, ["semantic"]]]
  1. 45321 | Proctosigmoidoscopy volvul | score=0.288 rankNorm=0.105 band=low src=['principal_semantic']
  2. 99203 | Office o/p new low 30 min | score=0.28 rankNorm=0.096 band=low src=['baseline_eval']
  3. 99204 | Office o/p new modifier 45 min | score=0.28 rankNorm=0.096 band=low src=['baseline_eval']
  4. 99213 | Office o/p est low 20 min | score=0.28 rankNorm=0.096 band=low src=['baseline_eval']
  5. 99214 | Office o/p est modifier 30 min | score=0.28 rankNorm=0.096 band=low src=['baseline_eval']
  6. 58294 | Vag hyst with enterocele compl | score=0.271 rankNorm=0.086 band=low src=['principal_semantic']
  7. 45347 | Sigmoidoscopy with plcmt stent | score=0.264 rankNorm=0.079 band=low src=['principal_semantic']
  8. 44379 | S bowel endoscope with stent | score=0.262 rankNorm=0.077 band=low src=['principal_semantic']

# 74
Query: I have a cold sore.
Expected: True Reason: Symptom complaint (herpes labialis)
Afflictions: [["common cold", 0.425, ["semantic"]], ["influenza", 0.357, ["semantic"]], ["pneumonia", 0.35, ["semantic"]]]
  1. 99203 | Office o/p new low 30 min | score=0.28 rankNorm=0.165 band=low src=['baseline_eval']
  2. 99204 | Office o/p new modifier 45 min | score=0.28 rankNorm=0.165 band=low src=['baseline_eval']
  3. 99213 | Office o/p est low 20 min | score=0.28 rankNorm=0.165 band=low src=['baseline_eval']
  4. 99214 | Office o/p est modifier 30 min | score=0.28 rankNorm=0.165 band=low src=['baseline_eval']
  5. 42600 | Closure of salivary fistula | score=0.171 rankNorm=0.045 band=low src=['principal_semantic']
  6. 40820 | Treatment of mouth lesion | score=0.17 rankNorm=0.044 band=low src=['principal_semantic']
  7. 41870 | Periodontal mucosal grafting | score=0.169 rankNorm=0.044 band=low src=['principal_semantic']
  8. 40527 | Reconstruct lip with flap | score=0.168 rankNorm=0.043 band=low src=['principal_semantic']

# 75
Query: My fingers go numb when it's cold.
Expected: True Reason: Symptom complaint (cold-induced numbness)
Afflictions: [["carpal tunnel syndrome", 0.537, ["semantic"]], ["common cold", 0.35, ["semantic"]], ["migraine", 0.35, ["semantic"]]]
  1. 99203 | Office o/p new low 30 min | score=0.28 rankNorm=0.143 band=low src=['baseline_eval']
  2. 99204 | Office o/p new modifier 45 min | score=0.28 rankNorm=0.143 band=low src=['baseline_eval']
  3. 99213 | Office o/p est low 20 min | score=0.28 rankNorm=0.143 band=low src=['baseline_eval']
  4. 99214 | Office o/p est modifier 30 min | score=0.28 rankNorm=0.143 band=low src=['baseline_eval']
  5. 26550 | Pollicization digit | score=0.244 rankNorm=0.093 band=low src=['principal_semantic']
  6. 26952 | Amputation of finger/thumb | score=0.196 rankNorm=0.052 band=low src=['principal_semantic']
  7. 26340 | Manipulate finger with anesthesia | score=0.193 rankNorm=0.05 band=low src=['principal_semantic']
  8. 64702 | Revise finger/toe nerve | score=0.192 rankNorm=0.05 band=low src=['principal_semantic']

# 76
Query: I feel like something is stuck in my throat.
Expected: True Reason: Symptom complaint (globus sensation)
Afflictions: [["chest pain", 0.35, ["semantic"]], ["common cold", 0.35, ["semantic"]], ["gallstones", 0.35, ["semantic"]]]
  1. 99203 | Office o/p new low 30 min | score=0.28 rankNorm=0.118 band=low src=['baseline_eval']
  2. 99204 | Office o/p new modifier 45 min | score=0.28 rankNorm=0.118 band=low src=['baseline_eval']
  3. 99213 | Office o/p est low 20 min | score=0.28 rankNorm=0.118 band=low src=['baseline_eval']
  4. 99214 | Office o/p est modifier 30 min | score=0.28 rankNorm=0.118 band=low src=['baseline_eval']
  5. 31525 | Diagnostic laryngoscopy excl nb | score=0.257 rankNorm=0.089 band=low src=['principal_semantic']
  6. 43191 | Esophagoscopy rigid trnso diagnostic | score=0.252 rankNorm=0.084 band=low src=['principal_semantic']
  7. 43231 | Esophagoscop ultrasound exam | score=0.236 rankNorm=0.069 band=low src=['principal_semantic']
  8. 43217 | Esophagoscopy snare les remv | score=0.233 rankNorm=0.067 band=low src=['principal_semantic']

# 77
Query: I hit my head and feel confused.
Expected: True Reason: Acute injury/trauma (head injury)
Afflictions: [["concussion", 0.693, ["semantic"]], ["burn injury", 0.35, ["semantic"]], ["hip fracture", 0.35, ["semantic"]]]
  1. 99203 | Office o/p new low 30 min | score=0.28 rankNorm=0.121 band=low src=['baseline_eval']
  2. 99204 | Office o/p new modifier 45 min | score=0.28 rankNorm=0.121 band=low src=['baseline_eval']
  3. 99213 | Office o/p est low 20 min | score=0.28 rankNorm=0.121 band=low src=['baseline_eval']
  4. 99214 | Office o/p est modifier 30 min | score=0.28 rankNorm=0.121 band=low src=['baseline_eval']
  5. 69714 | Impl oi implt skull perq esp | score=0.278 rankNorm=0.119 band=low src=['principal_semantic']
  6. 75870 | Vein x-ray skull | score=0.268 rankNorm=0.106 band=low src=['principal_semantic']
  7. 30930 | Ther fx nasal inf turbinate | score=0.233 rankNorm=0.069 band=low src=['principal_semantic']
  8. 0101T | Esw muscskel sys nos | score=0.203 rankNorm=0.048 band=low src=['principal_semantic']

# 78
Query: I have spots in my vision.
Expected: True Reason: Symptom complaint (visual disturbance)
Afflictions: [["migraine", 0.407, ["semantic"]], ["asthma exacerbation", 0.35, ["semantic"]], ["concussion", 0.35, ["semantic"]]]
  1. 66999 | Unlisted px ant segment eye | score=0.256 rankNorm=0.133 band=low src=['principal_semantic']
  2. 67041 | Vit for macular pucker | score=0.237 rankNorm=0.105 band=low src=['principal_semantic']
  3. 65091 | Revise eye | score=0.234 rankNorm=0.101 band=low src=['principal_semantic']
  4. 67042 | Vit for macular hole | score=0.228 rankNorm=0.094 band=low src=['principal_semantic']
  5. 66820 | Incision secondary cataract | score=0.219 rankNorm=0.085 band=low src=['principal_semantic']
  6. 66180 | Aqueous shunt eye with graft | score=0.213 rankNorm=0.079 band=low src=['principal_semantic']
  7. 68115 | Exc les conjunctiva >1 cm | score=0.205 rankNorm=0.071 band=low src=['principal_semantic']
  8. 67025 | Replace eye fluid | score=0.203 rankNorm=0.07 band=low src=['principal_semantic']

# 79
Query: My medication is making me sick.
Expected: True Reason: Adverse medication effect (symptom)
Afflictions: [["acute appendicitis", 0.35, ["semantic"]], ["influenza", 0.35, ["semantic"]]]
  1. 99203 | Office o/p new low 30 min | score=0.28 rankNorm=0.181 band=low src=['baseline_eval']
  2. 99204 | Office o/p new modifier 45 min | score=0.28 rankNorm=0.181 band=low src=['baseline_eval']
  3. 99213 | Office o/p est low 20 min | score=0.28 rankNorm=0.181 band=low src=['baseline_eval']
  4. 99214 | Office o/p est modifier 30 min | score=0.28 rankNorm=0.181 band=low src=['baseline_eval']
  5. 43246 | Egd place gastrostomy tube | score=0.157 rankNorm=0.041 band=low src=['principal_semantic']
  6. 43453 | Dilate esophagus | score=0.157 rankNorm=0.041 band=low src=['principal_semantic']
  7. 61791 | Treat trigeminal tract | score=0.145 rankNorm=0.036 band=low src=['principal_semantic']
  8. 49501 | Rpr ing hernia initial blocked | score=0.144 rankNorm=0.035 band=low src=['principal_semantic']

# 80
Query: I need to get tested for STDs.
Expected: False Reason: Preventive/screening request
Afflictions: [["urinary tract infection", 0.437, ["semantic"]]]
  1. 99203 | Office o/p new low 30 min | score=0.28 rankNorm=0.109 band=low src=['baseline_eval']
  2. 99204 | Office o/p new modifier 45 min | score=0.28 rankNorm=0.109 band=low src=['baseline_eval']
  3. 99213 | Office o/p est low 20 min | score=0.28 rankNorm=0.109 band=low src=['baseline_eval']
  4. 99214 | Office o/p est modifier 30 min | score=0.28 rankNorm=0.109 band=low src=['baseline_eval']
  5. 58555 | Hysteroscopy diagnostic sep procedure | score=0.271 rankNorm=0.098 band=low src=['principal_semantic']
  6. 54416 | Remv/repl penis contain pros | score=0.264 rankNorm=0.09 band=low src=['principal_semantic']
  7. 54411 | Remov/replc penis pros comp | score=0.257 rankNorm=0.083 band=low src=['principal_semantic']
  8. 55706 | Prostate saturation sampling | score=0.244 rankNorm=0.07 band=low src=['principal_semantic']

# 81
Query: I have a fungal infection on my foot.
Expected: True Reason: Symptom complaint (tinea)
Afflictions: [["ankle fracture", 0.35, ["semantic"]], ["urinary tract infection", 0.35, ["semantic"]]]
  1. 28003 | Treatment of foot infection | score=0.311 rankNorm=0.143 band=low src=['principal_semantic']
  2. 28002 | Treatment of foot infection | score=0.28 rankNorm=0.098 band=low src=['principal_semantic']
  3. 28008 | Incision of foot fascia | score=0.274 rankNorm=0.092 band=low src=['principal_semantic']
  4. 27603 | Drain lower leg lesion | score=0.27 rankNorm=0.088 band=low src=['principal_semantic']
  5. 27632 | Exc leg/ankle les sc 3 cm/> | score=0.27 rankNorm=0.087 band=low src=['principal_semantic']
  6. 28088 | Excise foot tendon sheath | score=0.263 rankNorm=0.08 band=low src=['principal_semantic']
  7. 20972 | Bone/skin graft metatarsal | score=0.257 rankNorm=0.075 band=low src=['principal_semantic']
  8. 28047 | Resect foot/toe tumor 3 cm/> | score=0.255 rankNorm=0.073 band=low src=['principal_semantic']

# 82
Query: My baby won't stop crying.
Expected: True Reason: Symptom complaint (pediatric distress)
Afflictions: []
  1. 49496 | Rpr ing hernia baby blocked | score=0.252 rankNorm=0.186 band=low src=['principal_semantic']
  2. 30540 | Rpr choanal atresia ntranasl | score=0.209 rankNorm=0.112 band=low src=['principal_semantic']
  3. 59414 | Deliver placenta | score=0.196 rankNorm=0.095 band=low src=['principal_semantic']
  4. 0583T | Tmpst auto tube dlvr sys | score=0.18 rankNorm=0.078 band=low src=['principal_semantic']
  5. 31643 | Diagnostic bronchoscope/catheter | score=0.174 rankNorm=0.073 band=low src=['principal_semantic']
  6. 30545 | Rpr choanal atresia trsnpltn | score=0.174 rankNorm=0.073 band=low src=['principal_semantic']
  7. 68770 | Close tear system fistula | score=0.169 rankNorm=0.069 band=low src=['principal_semantic']
  8. 59412 | Antepartum manipulation | score=0.169 rankNorm=0.069 band=low src=['principal_semantic']

# 83
Query: I have shooting pains down my leg.
Expected: True Reason: Symptom complaint (radicular pain)
Afflictions: [["low back pain", 0.446, ["semantic"]], ["carpal tunnel syndrome", 0.411, ["semantic"]], ["ankle fracture", 0.35, ["semantic"]]]
  1. 28035 | Decompression of tibia nerve | score=0.306 rankNorm=0.168 band=low src=['principal_semantic']
  2. 27326 | Neurectomy popliteal | score=0.278 rankNorm=0.12 band=low src=['principal_semantic']
  3. 64708 | Revise arm/leg nerve | score=0.261 rankNorm=0.099 band=low src=['principal_semantic']
  4. 27325 | Neurectomy hamstring | score=0.252 rankNorm=0.088 band=low src=['principal_semantic']
  5. 64766 | Incise hip/thigh nerve | score=0.244 rankNorm=0.08 band=low src=['principal_semantic']
  6. 64763 | Incise hip/thigh nerve | score=0.235 rankNorm=0.072 band=low src=['principal_semantic']
  7. 0620T | Evasc ven artlz tibl/prnl vn | score=0.232 rankNorm=0.07 band=low src=['principal_semantic']
  8. 37760 | Lig prfratr vn radical 1 leg | score=0.224 rankNorm=0.064 band=low src=['principal_semantic']

# 84
Query: I think I swallowed a bug.
Expected: True Reason: Foreign body/ingestion concern
Afflictions: [["concussion", 0.35, ["semantic"]], ["gallstones", 0.35, ["semantic"]], ["influenza", 0.35, ["semantic"]]]
  1. 99203 | Office o/p new low 30 min | score=0.28 rankNorm=0.131 band=low src=['baseline_eval']
  2. 99204 | Office o/p new modifier 45 min | score=0.28 rankNorm=0.131 band=low src=['baseline_eval']
  3. 99213 | Office o/p est low 20 min | score=0.28 rankNorm=0.131 band=low src=['baseline_eval']
  4. 99214 | Office o/p est modifier 30 min | score=0.28 rankNorm=0.131 band=low src=['baseline_eval']
  5. 45307 | Proctosigmoidoscopy fb | score=0.242 rankNorm=0.083 band=low src=['principal_semantic']
  6. 31525 | Diagnostic laryngoscopy excl nb | score=0.225 rankNorm=0.068 band=low src=['principal_semantic']
  7. 31531 | Laryngoscopy with fb & op scope | score=0.22 rankNorm=0.064 band=low src=['principal_semantic']
  8. 32601 | Thoracoscopy diagnostic | score=0.21 rankNorm=0.057 band=low src=['principal_semantic']

# 85
Query: My gums are bleeding.
Expected: True Reason: Symptom complaint (gum bleeding)
Afflictions: [["hypertension", 0.35, ["semantic"]], ["migraine", 0.35, ["semantic"]]]
  1. 41870 | Periodontal mucosal grafting | score=0.296 rankNorm=0.116 band=low src=['principal_semantic']
  2. 99203 | Office o/p new low 30 min | score=0.28 rankNorm=0.096 band=low src=['baseline_eval']
  3. 99204 | Office o/p new modifier 45 min | score=0.28 rankNorm=0.096 band=low src=['baseline_eval']
  4. 99213 | Office o/p est low 20 min | score=0.28 rankNorm=0.096 band=low src=['baseline_eval']
  5. 99214 | Office o/p est modifier 30 min | score=0.28 rankNorm=0.096 band=low src=['baseline_eval']
  6. 41850 | Treatment of gum lesion | score=0.27 rankNorm=0.085 band=low src=['principal_semantic']
  7. 41828 | Excision of gum lesion | score=0.257 rankNorm=0.072 band=low src=['principal_semantic']
  8. 41826 | Excision of gum lesion | score=0.254 rankNorm=0.07 band=low src=['principal_semantic']

# 86
Query: I have a pain in my groin.
Expected: True Reason: Symptom complaint (groin pain)
Afflictions: [["low back pain", 0.414, ["semantic"]], ["acute appendicitis", 0.362, ["semantic"]], ["carpal tunnel syndrome", 0.35, ["semantic"]]]
  1. 99203 | Office o/p new low 30 min | score=0.28 rankNorm=0.138 band=low src=['baseline_eval']
  2. 99204 | Office o/p new modifier 45 min | score=0.28 rankNorm=0.138 band=low src=['baseline_eval']
  3. 99213 | Office o/p est low 20 min | score=0.28 rankNorm=0.138 band=low src=['baseline_eval']
  4. 99214 | Office o/p est modifier 30 min | score=0.28 rankNorm=0.138 band=low src=['baseline_eval']
  5. 27305 | Incise thigh tendon & fascia | score=0.246 rankNorm=0.091 band=low src=['principal_semantic']
  6. 15941 | Exc isch pr ulc prm sut ostc | score=0.217 rankNorm=0.064 band=low src=['principal_semantic']
  7. 45990 | Surg diagnostic exam anorectal | score=0.202 rankNorm=0.054 band=low src=['principal_semantic']
  8. 27110 | Transfer of iliopsoas muscle | score=0.201 rankNorm=0.053 band=low src=['principal_semantic']

# 87
Query: I feel depressed.
Expected: True Reason: Symptom complaint (depression)
Afflictions: []
  1. 58555 | Hysteroscopy diagnostic sep procedure | score=0.169 rankNorm=0.13 band=low src=['principal_semantic']
  2. 58294 | Vag hyst with enterocele compl | score=0.162 rankNorm=0.119 band=low src=['principal_semantic']
  3. 58552 | Laparo-vag hyst incl t/o | score=0.136 rankNorm=0.087 band=low src=['principal_semantic']
  4. 27301 | Drain thigh/knee lesion | score=0.135 rankNorm=0.087 band=low src=['principal_semantic']
  5. 59841 | Induced abortion dilat&evac | score=0.13 rankNorm=0.082 band=low src=['principal_semantic']
  6. 58291 | Vag hyst incl t/o complex | score=0.126 rankNorm=0.078 band=low src=['principal_semantic']
  7. 27603 | Drain lower leg lesion | score=0.122 rankNorm=0.074 band=low src=['principal_semantic']
  8. 0071T | Us leiomyomata ablate <200 | score=0.117 rankNorm=0.07 band=low src=['principal_semantic']

# 88
Query: My arm is numb.
Expected: True Reason: Symptom complaint (arm numbness)
Afflictions: [["carpal tunnel syndrome", 0.6, ["semantic"]]]
  1. 64718 | Revise ulnar nerve at elbow | score=0.328 rankNorm=0.126 band=low src=['principal_semantic']
  2. 0102T | Esw phy anes lat hmrl epcndl | score=0.321 rankNorm=0.115 band=low src=['principal_semantic']
  3. 64708 | Revise arm/leg nerve | score=0.318 rankNorm=0.111 band=low src=['principal_semantic']
  4. 64719 | Revise ulnar nerve at wrist | score=0.303 rankNorm=0.093 band=low src=['principal_semantic']
  5. 25020 | Decompress forearm 1 space | score=0.291 rankNorm=0.081 band=low src=['principal_semantic']
  6. 25023 | Decompress forearm 1 space | score=0.286 rankNorm=0.075 band=low src=['principal_semantic']
  7. 99203 | Office o/p new low 30 min | score=0.28 rankNorm=0.07 band=low src=['baseline_eval']
  8. 99204 | Office o/p new modifier 45 min | score=0.28 rankNorm=0.07 band=low src=['baseline_eval']

# 89
Query: I have a wart on my finger.
Expected: True Reason: Symptom complaint (wart)
Afflictions: [["carpal tunnel syndrome", 0.35, ["semantic"]]]
  1. 26260 | Resect prox finger tumor | score=0.399 rankNorm=0.19 band=low src=['principal_semantic']
  2. 26262 | Resect distal finger tumor | score=0.387 rankNorm=0.166 band=low src=['principal_semantic']
  3. 26113 | Exc hand tum deep 1.5 cm/> | score=0.35 rankNorm=0.106 band=low src=['principal_semantic']
  4. 26587 | Reconstruct extra finger | score=0.339 rankNorm=0.093 band=low src=['principal_semantic']
  5. 26055 | Incise finger tendon sheath | score=0.316 rankNorm=0.071 band=low src=['principal_semantic']
  6. 26118 | Rad resect hand tumor 3 cm/> | score=0.304 rankNorm=0.061 band=low src=['principal_semantic']
  7. 15837 | Exc excsv skin forearm/hand | score=0.294 rankNorm=0.054 band=low src=['principal_semantic']
  8. 35207 | Rpr bld vsl dir hand finger | score=0.293 rankNorm=0.054 band=low src=['principal_semantic']

# 90
Query: I can't smell anything.
Expected: True Reason: Symptom complaint (anosmia)
Afflictions: [["common cold", 0.35, ["semantic"]]]
  1. 99203 | Office o/p new low 30 min | score=0.28 rankNorm=0.193 band=low src=['baseline_eval']
  2. 99204 | Office o/p new modifier 45 min | score=0.28 rankNorm=0.193 band=low src=['baseline_eval']
  3. 99213 | Office o/p est low 20 min | score=0.28 rankNorm=0.193 band=low src=['baseline_eval']
  4. 99214 | Office o/p est modifier 30 min | score=0.28 rankNorm=0.193 band=low src=['baseline_eval']
  5. 31622 | Diagnostic bronchoscope/wash | score=0.147 rankNorm=0.039 band=low src=['principal_semantic']
  6. 92019 | Lmtd oph exam general anes | score=0.133 rankNorm=0.033 band=low src=['principal_semantic']
  7. 21087 | Impres&prep nasal prosth | score=0.123 rankNorm=0.029 band=low src=['principal_semantic']
  8. 31624 | Diagnostic bronchoscope/lavage | score=0.121 rankNorm=0.029 band=low src=['principal_semantic']

# 91
Query: I have a really bad sunburn.
Expected: True Reason: Acute injury/trauma (sunburn)
Afflictions: [["burn injury", 0.545, ["semantic"]], ["laceration", 0.35, ["semantic"]]]
  1. 15780 | Dermabrasion total face | score=0.366 rankNorm=0.174 band=low src=['principal_semantic']
  2. 15782 | Dermabrasion other than face | score=0.345 rankNorm=0.137 band=low src=['principal_semantic']
  3. 26111 | Exc hand les sc 1.5 cm/> | score=0.307 rankNorm=0.086 band=low src=['principal_semantic']
  4. 11012 | Deb skin bone at fx site | score=0.306 rankNorm=0.086 band=low src=['principal_semantic']
  5. 26115 | Exc hand les sc < 1.5 cm | score=0.304 rankNorm=0.083 band=low src=['principal_semantic']
  6. 27339 | Exc thigh/knee tum dep 5cm/> | score=0.282 rankNorm=0.064 band=low src=['principal_semantic']
  7. 15839 | Exc excessive skn other area | score=0.282 rankNorm=0.064 band=low src=['principal_semantic']
  8. 99203 | Office o/p new low 30 min | score=0.28 rankNorm=0.062 band=low src=['baseline_eval']

# 92
Query: My tongue is swollen.
Expected: True Reason: Symptom complaint (tongue swelling)
Afflictions: [["acute appendicitis", 0.35, ["semantic"]], ["diabetes mellitus type 2", 0.35, ["semantic"]], ["gallstones", 0.35, ["semantic"]]]
  1. 60000 | Drain thyroid/tongue cyst | score=0.32 rankNorm=0.155 band=low src=['principal_semantic']
  2. 41512 | Tongue suspension | score=0.284 rankNorm=0.101 band=low src=['principal_semantic']
  3. 99203 | Office o/p new low 30 min | score=0.28 rankNorm=0.096 band=low src=['baseline_eval']
  4. 99204 | Office o/p new modifier 45 min | score=0.28 rankNorm=0.096 band=low src=['baseline_eval']
  5. 99213 | Office o/p est low 20 min | score=0.28 rankNorm=0.096 band=low src=['baseline_eval']
  6. 99214 | Office o/p est modifier 30 min | score=0.28 rankNorm=0.096 band=low src=['baseline_eval']
  7. 42650 | Dilation of salivary duct | score=0.278 rankNorm=0.094 band=low src=['principal_semantic']
  8. 41530 | Tongue base vol reduction | score=0.263 rankNorm=0.078 band=low src=['principal_semantic']

# 93
Query: I think I have lice.
Expected: True Reason: Symptom complaint (pediculosis concern)
Afflictions: [["low back pain", 0.35, ["semantic"]], ["migraine", 0.35, ["semantic"]]]
  1. 99203 | Office o/p new low 30 min | score=0.28 rankNorm=0.167 band=low src=['baseline_eval']
  2. 99204 | Office o/p new modifier 45 min | score=0.28 rankNorm=0.167 band=low src=['baseline_eval']
  3. 99213 | Office o/p est low 20 min | score=0.28 rankNorm=0.167 band=low src=['baseline_eval']
  4. 99214 | Office o/p est modifier 30 min | score=0.28 rankNorm=0.167 band=low src=['baseline_eval']
  5. 32601 | Thoracoscopy diagnostic | score=0.205 rankNorm=0.068 band=low src=['principal_semantic']
  6. 31623 | Diagnostic bronchoscope/brush | score=0.205 rankNorm=0.068 band=low src=['principal_semantic']
  7. 31622 | Diagnostic bronchoscope/wash | score=0.158 rankNorm=0.039 band=low src=['principal_semantic']
  8. 31624 | Diagnostic bronchoscope/lavage | score=0.158 rankNorm=0.038 band=low src=['principal_semantic']

# 94
Query: I have a metal taste in my mouth.
Expected: True Reason: Symptom complaint (dysgeusia)
Afflictions: [["carpal tunnel syndrome", 0.35, ["semantic"]], ["chest pain", 0.35, ["semantic"]], ["gallstones", 0.35, ["semantic"]]]
  1. 21497 | Interdental wirg oth/thn fx | score=0.166 rankNorm=0.097 band=low src=['principal_semantic']
  2. 21081 | Impres&prep mndbl res prosth | score=0.162 rankNorm=0.093 band=low src=['principal_semantic']
  3. 21215 | Lower jaw bone graft | score=0.16 rankNorm=0.09 band=low src=['principal_semantic']
  4. 69604 | Revj mstdc rsltg tympanplsty | score=0.16 rankNorm=0.09 band=low src=['principal_semantic']
  5. 21127 | Augmentation mndblr b1 grf | score=0.156 rankNorm=0.086 band=low src=['principal_semantic']
  6. 69714 | Impl oi implt skull perq esp | score=0.154 rankNorm=0.084 band=low src=['principal_semantic']
  7. 28296 | Cor hlx vlgs dstl mtar osteo | score=0.151 rankNorm=0.082 band=low src=['principal_semantic']
  8. 43194 | Esophagoscp rig trnso rem fb | score=0.148 rankNorm=0.079 band=low src=['principal_semantic']

# 95
Query: I feel a lump in my breast.
Expected: True Reason: Symptom complaint (breast mass)
Afflictions: [["asthma exacerbation", 0.35, ["semantic"]], ["gallstones", 0.35, ["semantic"]]]
  1. 99203 | Office o/p new low 30 min | score=0.28 rankNorm=0.109 band=low src=['baseline_eval']
  2. 99204 | Office o/p new modifier 45 min | score=0.28 rankNorm=0.109 band=low src=['baseline_eval']
  3. 99213 | Office o/p est low 20 min | score=0.28 rankNorm=0.109 band=low src=['baseline_eval']
  4. 99214 | Office o/p est modifier 30 min | score=0.28 rankNorm=0.109 band=low src=['baseline_eval']
  5. 38220 | Diagnostic bone marrow aspirations | score=0.27 rankNorm=0.097 band=low src=['principal_semantic']
  6. 19125 | Excision breast lesion | score=0.251 rankNorm=0.077 band=low src=['principal_semantic']
  7. 19499 | Unlisted procedure breast | score=0.248 rankNorm=0.074 band=low src=['principal_semantic']
  8. 19307 | Mast modifier rad | score=0.241 rankNorm=0.068 band=low src=['principal_semantic']

# 96
Query: My hip hurts when I walk.
Expected: True Reason: Symptom complaint (hip pain)
Afflictions: [["hip fracture", 0.488, ["semantic"]], ["knee osteoarthritis", 0.381, ["semantic"]], ["low back pain", 0.354, ["semantic"]]]
  1. 27045 | Exc hip/pelv tum deep 5 cm/> | score=0.253 rankNorm=0.113 band=low src=['principal_semantic']
  2. 29862 | Hip arthr0 with debridement | score=0.242 rankNorm=0.099 band=low src=['principal_semantic']
  3. 27059 | Resect hip/pelv tum 5 cm/> | score=0.24 rankNorm=0.096 band=low src=['principal_semantic']
  4. 27000 | Incision of hip tendon | score=0.238 rankNorm=0.094 band=low src=['principal_semantic']
  5. 27048 | Exc hip/pelv tum deep < 5 cm | score=0.233 rankNorm=0.089 band=low src=['principal_semantic']
  6. 27049 | Resect hip/pelv tum < 5 cm | score=0.23 rankNorm=0.085 band=low src=['principal_semantic']
  7. 27035 | Denervation of hip joint | score=0.228 rankNorm=0.083 band=low src=['principal_semantic']
  8. 27006 | Incision of hip tendons | score=0.216 rankNorm=0.072 band=low src=['principal_semantic']

# 97
Query: I have excessive sweating.
Expected: True Reason: Symptom complaint (hyperhidrosis)
Afflictions: [["carpal tunnel syndrome", 0.35, ["semantic"]], ["diabetes mellitus type 2", 0.35, ["semantic"]], ["hypertension", 0.35, ["semantic"]]]
  1. 99203 | Office o/p new low 30 min | score=0.28 rankNorm=0.162 band=low src=['baseline_eval']
  2. 99204 | Office o/p new modifier 45 min | score=0.28 rankNorm=0.162 band=low src=['baseline_eval']
  3. 99213 | Office o/p est low 20 min | score=0.28 rankNorm=0.162 band=low src=['baseline_eval']
  4. 99214 | Office o/p est modifier 30 min | score=0.28 rankNorm=0.162 band=low src=['baseline_eval']
  5. 69552 | Exc aurl glomus tum trnsmstd | score=0.198 rankNorm=0.06 band=low src=['principal_semantic']
  6. 69550 | Exc aurl glomus tum trnscanl | score=0.179 rankNorm=0.048 band=low src=['principal_semantic']
  7. 15839 | Exc excessive skn other area | score=0.173 rankNorm=0.045 band=low src=['principal_semantic']
  8. 75731 | Artery x-rays adrenal gland | score=0.171 rankNorm=0.044 band=low src=['principal_semantic']

# 98
Query: I think I'm having an allergic reaction.
Expected: True Reason: Symptom complaint (allergic reaction)
Afflictions: [["acute appendicitis", 0.35, ["semantic"]], ["asthma exacerbation", 0.35, ["semantic"]]]
  1. 99203 | Office o/p new low 30 min | score=0.28 rankNorm=0.198 band=low src=['baseline_eval']
  2. 99204 | Office o/p new modifier 45 min | score=0.28 rankNorm=0.198 band=low src=['baseline_eval']
  3. 99213 | Office o/p est low 20 min | score=0.28 rankNorm=0.198 band=low src=['baseline_eval']
  4. 99214 | Office o/p est modifier 30 min | score=0.28 rankNorm=0.198 band=low src=['baseline_eval']
  5. 31610 | Tracheostomy fenest skin flp | score=0.123 rankNorm=0.03 band=low src=['principal_semantic']
  6. 43191 | Esophagoscopy rigid trnso diagnostic | score=0.12 rankNorm=0.029 band=low src=['principal_semantic']
  7. 45307 | Proctosigmoidoscopy fb | score=0.113 rankNorm=0.027 band=low src=['principal_semantic']
  8. 31613 | Tracheostoma revj simple | score=0.105 rankNorm=0.024 band=low src=['principal_semantic']

# 99
Query: My elbow hurts when I lift things.
Expected: True Reason: Symptom complaint (elbow pain)
Afflictions: [["carpal tunnel syndrome", 0.502, ["semantic"]], ["asthma exacerbation", 0.35, ["semantic"]], ["chest pain", 0.35, ["semantic"]]]
  1. 25020 | Decompress forearm 1 space | score=0.352 rankNorm=0.136 band=low src=['principal_semantic']
  2. 25023 | Decompress forearm 1 space | score=0.341 rankNorm=0.119 band=low src=['principal_semantic']
  3. 25025 | Decompress forearm 2 spaces | score=0.331 rankNorm=0.106 band=low src=['principal_semantic']
  4. 24498 | Reinforce humerus | score=0.321 rankNorm=0.094 band=low src=['principal_semantic']
  5. 24346 | Reconstruct elbow med ligmnt | score=0.306 rankNorm=0.078 band=low src=['principal_semantic']
  6. 24495 | Decompression of forearm | score=0.305 rankNorm=0.077 band=low src=['principal_semantic']
  7. 24370 | Revise reconst elbow joint | score=0.305 rankNorm=0.077 band=low src=['principal_semantic']
  8. 25024 | Decompress forearm 2 spaces | score=0.299 rankNorm=0.072 band=low src=['principal_semantic']

# 100
Query: I just don't feel right.
Expected: False Reason: Too vague/nonspecific to expect meaningful CPT suggestions
Afflictions: [["common cold", 0.35, ["semantic"]], ["influenza", 0.35, ["semantic"]]]
  1. 99203 | Office o/p new low 30 min | score=0.28 rankNorm=0.203 band=medium src=['baseline_eval']
  2. 99204 | Office o/p new modifier 45 min | score=0.28 rankNorm=0.203 band=medium src=['baseline_eval']
  3. 99213 | Office o/p est low 20 min | score=0.28 rankNorm=0.203 band=medium src=['baseline_eval']
  4. 99214 | Office o/p est modifier 30 min | score=0.28 rankNorm=0.203 band=medium src=['baseline_eval']
  5. 58555 | Hysteroscopy diagnostic sep procedure | score=0.14 rankNorm=0.038 band=low src=['principal_semantic']
  6. 58820 | Drain ovary abscess open | score=0.119 rankNorm=0.029 band=low src=['principal_semantic']
  7. 27301 | Drain thigh/knee lesion | score=0.098 rankNorm=0.023 band=low src=['principal_semantic']
  8. 31622 | Diagnostic bronchoscope/wash | score=0.092 rankNorm=0.021 band=low src=['principal_semantic']