Question: I have a headache that won't go away.

Top 5 is dominated by off-target semantic procedures and/or lacks any mapped/diagnostic/minor first-line support beyond baseline E/M.

Question: I have a headache that won't go away.

Office o/p new low 30 min

Office o/p new modifier 45 min

Office o/p est low 20 min

Office o/p est modifier 30 min

Treat skull fracture

Mnpj of tmj with anesthesia

Vein x-ray skull

Place needles h&n for right

Incise nerve back of head

Impl oi implt skull perq esp

Incise skull for treatment

Augmentation of facial bones


Question: My stomach hurts after I eat.

Symptom complaint (postprandial abdominal pain)

Top 5 is dominated by off-target semantic procedures and/or lacks any mapped/diagnostic/minor first-line support beyond baseline E/M.

Affliction match issue
Principal semantic issue

Question: My stomach hurts after I eat.

Laparoscopy replace gastr adj device

Laparoscopy place gastr adj device

Office o/p new low 30 min

Office o/p new modifier 45 min

Office o/p est low 20 min

Office o/p est modifier 30 min

Esophagoscopy retro balloon

Place duod/jej tube perc

Laparoscopy gastrostomy

Egd flx transnasal tube/cath

Egd place gastrostomy tube

Esophagoscopy balloon <30mm


Question: I think I broke my arm.

Top 5 is dominated by off-target semantic procedures and/or lacks any mapped/diagnostic/minor first-line support beyond baseline E/M.

Question: I think I broke my arm.

Esw phy anes lat hmrl epcndl

Partial exc bone humerus

Optx ulnar styloid fracture

Cltx prx hmrl fx mnpj+-tract

Esw muscskel sys nos

Treat humerus fracture

Treat humerus fracture

Reconstruct elbow med ligmnt

Inc dp opn b1 crtx hum/elbw

Treat humerus fracture

Tenodesis biceps tdn at elbw

Treat humerus fracture


Question: I have a really bad sore throat.

Top 5 is dominated by off-target semantic procedures and/or lacks any mapped/diagnostic/minor first-line support beyond baseline E/M.

Question: I have a really bad sore throat.

Office o/p new low 30 min

Office o/p new modifier 45 min

Office o/p est low 20 min

Office o/p est modifier 30 min

Limited pharyngectomy

Excise pharynx lesion

Control throat bleeding

Rpr acq av fistula head&neck

Hyoid myotomy & suspension

Diagnostic laryngoscopy with oper scope

Trachplsty trchphryngl fstlj

Rpr choanal atresia trsnpltn


Question: My left eye is twitching constantly.

Top 5 is dominated by off-target semantic procedures and/or lacks any mapped/diagnostic/minor first-line support beyond baseline E/M.

Question: My left eye is twitching constantly.

Office o/p new low 30 min

Office o/p new modifier 45 min

Office o/p est low 20 min

Office o/p est modifier 30 min

Revise two eye muscles

Revise eye muscle

Revise two eye muscles

Revise eye muscle

Revise eye muscle(s)

Release muscles of hand

Insj ocular telescope prosth

Lateral canthopexy


Question: I need a refill on my blood pressure medication.

Medication management request (not a procedure/symptom search)

Administrative/vague query returned specific procedure suggestions in the top 5, which could mislead users.

Intent gating issue
Principal semantic issue

Question: I need a refill on my blood pressure medication.

Replace/irrigate catheter

Replace/irrigate catheter

Replace eye fluid

Control nose/throat bleeding

Egd control bleeding any

Revise eye

Irrigation sphenoid sinus

Injection of sinus tract

Exchange drainage catheter

Control throat bleeding

Trnscth renal symp denrv unl

L hrt artery/ventricle angio


Question: I feel dizzy when I stand up too fast.

Symptom complaint (orthostatic dizziness)

Top 5 is dominated by off-target semantic procedures and/or lacks any mapped/diagnostic/minor first-line support beyond baseline E/M.

Question: I feel dizzy when I stand up too fast.

Office o/p new low 30 min

Office o/p new modifier 45 min

Office o/p est low 20 min

Office o/p est modifier 30 min

Esoph egd dilation <30 mm

Unlisted px posterior segmnt

Vein x-ray skull

Cor hlx vlgs prx mtar osteot

Artery x-rays adrenal gland

Cor hlx vlgs prx phlx osteot

Intra-atrial recording

Exc/crtg b1 cst/tum hum algr


Question: My back has been killing me for a week.

Top 5 is dominated by off-target semantic procedures and/or lacks any mapped/diagnostic/minor first-line support beyond baseline E/M.

Question: My back has been killing me for a week.

Revise spine eltrd plate

Plmt post facet implt lumb

Transfer of spinal muscle

Remove spine eltrd plate

Biopsy soft tissue of back

Biopsy soft tissue of back

Low back disk surgery

Revise low back nerve(s)

Revise spine eltrd perq aray

Insert spine infusion device

Neck spine disk surgery

Neck spine disk surgery


Question: I found a lump on my neck.

Top 5 is dominated by off-target semantic procedures and/or lacks any mapped/diagnostic/minor first-line support beyond baseline E/M.

Affliction match issue
Principal semantic issue

Question: I found a lump on my neck.

Explore deep node(s) neck

Laryngoscopy with exc of tumor

Excision of neck cyst

Excision of neck cyst

Diagnostic laryngoscopy excl nb

Rpr acq av fistula head&neck

Exc neck tum deep 5 cm/>

Exc neck tum deep < 5 cm

Resect neck tumor 5 cm/>

Drain thyroid/tongue cyst

Bronch ebus samplng 3/> node

Egd cautery tumor polyp


Question: My child has a high fever.

Top 5 is dominated by off-target semantic procedures and/or lacks any mapped/diagnostic/minor first-line support beyond baseline E/M.

Question: My child has a high fever.

Office o/p new low 30 min

Office o/p new modifier 45 min

Office o/p est low 20 min

Office o/p est modifier 30 min

Hip arthr0 with debridement

Revise head/neck of femur

Hip arthr0 with synovectomy

Vein x-ray spleen/liver

Hip arthro with femoroplasty

Ligate leg veins open

Vagnc bi total pel lymphadec

Treat thigh fx growth plate


Question: I'm having trouble sleeping.

Top 5 is dominated by off-target semantic procedures and/or lacks any mapped/diagnostic/minor first-line support beyond baseline E/M.

Question: I'm having trouble sleeping.

Office o/p new low 30 min

Office o/p new modifier 45 min

Office o/p est low 20 min

Office o/p est modifier 30 min

Replace/revise brain shunt

Install spinal shunt

Revise spine eltrd plate

Revise/repl vagus n eltrd

Insert nasal septal button

Impl oi implt skull perq esp

Application halo pelvic

Relieve pressure on nerve(s)


Question: It hurts when I pee.

Top 5 is dominated by off-target semantic procedures and/or lacks any mapped/diagnostic/minor first-line support beyond baseline E/M.

Question: It hurts when I pee.

Cystouretero & or pyeloscope

Cysto with urtrl cathj

Incise & drain bladder

Ureter endoscopy & catheter

Cystoscopy inject material

Cystouretero with congen repr

Cystouretero with lithotripsy

Incise bladder/drain ureter

Unlisted laps px bladder

Cystoscopy & revise urethra

Cysto/uretero with up stricture

Cystoscopy and radiotracer


Question: I twisted my ankle playing soccer.

Top 5 includes a plausible first-line direction (mapped/diagnostic/minor) and is not dominated by unrelated procedures.

Question: I twisted my ankle playing soccer.

Treatment of ankle fracture

Treatment of ankle fracture

Treatment of ankle fracture

Treatment of ankle fracture

Treatment of ankle fracture

Treatment of ankle fracture

Optx medial ankle fx

Fusion of ankle joint open

Explore/treat ankle joint

Explore/treat ankle joint

Treat ankle dislocation

Treat ankle dislocation


Question: I have a rash on my arm.

Top 5 is dominated by off-target semantic procedures and/or lacks any mapped/diagnostic/minor first-line support beyond baseline E/M.

Affliction match issue
Principal semantic issue

Question: I have a rash on my arm.

Exc excessive skin arm

Remove/graft forearm lesion

Exc hand les sc 1.5 cm/>

Office o/p new low 30 min

Office o/p new modifier 45 min

Office o/p est low 20 min

Office o/p est modifier 30 min

Exc forearm les sc 3 cm/>

Exc hand les sc < 1.5 cm

Exc/crtg b1 cst/tum hum agrf

Exc excsv skin forearm/hand

Exc arm/elbow les sc 3 cm/>


Question: My chest feels tight.

Top 5 is dominated by off-target semantic procedures and/or lacks any mapped/diagnostic/minor first-line support beyond baseline E/M.

Question: My chest feels tight.

Office o/p new low 30 min

Office o/p new modifier 45 min

Office o/p est low 20 min

Office o/p est modifier 30 min

Esophagoscopy rigid trnso diagnostic

Tracheostoma revj simple

Thoracoscopy diagnostic

Insj/rplcmt iims implt mntr

Tracheostoma revj complex

Planned tracheostomy<2 yrs

Insertion of chest tube

Diagnostic laryngoscopy excl nb


Question: I think I have the flu.

Symptom complaint (influenza-like illness)

Top 5 is dominated by off-target semantic procedures and/or lacks any mapped/diagnostic/minor first-line support beyond baseline E/M.

Question: I think I have the flu.

Office o/p new low 30 min

Office o/p new modifier 45 min

Office o/p est low 20 min

Office o/p est modifier 30 min

Vein x-ray spleen/liver

Artery x-rays lung

Lymph vessel x-ray arms/legs

Vein x-ray skull

Incise thigh tendon & fascia

Vein x-ray arms/legs

Vein x-ray liver without hemodyn

Transplant of thigh tendon


Question: My ear is ringing.

Top 5 is dominated by off-target semantic procedures and/or lacks any mapped/diagnostic/minor first-line support beyond baseline E/M.

Affliction match issue
Principal semantic issue

Question: My ear is ringing.

Drg xtrnl ear absc/hem comp

Clear outer ear canal

Office o/p new low 30 min

Office o/p new modifier 45 min

Office o/p est low 20 min

Office o/p est modifier 30 min

Revise middle ear & mastoid

Revise middle ear & mastoid

Myringoplasty

Revise external ear

Close mastoid fistula

Revise middle ear & mastoid


Question: I cut my finger and it won't stop bleeding.

Acute injury/trauma (laceration with bleeding)

Top 5 is dominated by off-target semantic procedures and/or lacks any mapped/diagnostic/minor first-line support beyond baseline E/M.

Question: I cut my finger and it won't stop bleeding.

Office o/p new low 30 min

Office o/p new modifier 45 min

Office o/p est low 20 min

Office o/p est modifier 30 min

Incision of finger tendon

Incision of finger tendon

Incise finger tendon sheath

Reconstruct extra finger

Drain hand tendon sheath

Incision of palm tendon

Slitting of prepuce

Cystourethro cut ejacul duct


Question: I have terrible heartburn.

Top 5 is dominated by off-target semantic procedures and/or lacks any mapped/diagnostic/minor first-line support beyond baseline E/M.

Question: I have terrible heartburn.

Laparoscopy replace gastr adj device

Laparoscopy rmvl gastr adj all parts

Laparoscopy place gastr adj device

Esophageal recording

Esophagoscp rig trnso inject

Esophagoscopy rigid trnso diagnostic

Laparoscopy rmvl gastr adj device

Dilate esophagus

Unlisted laps px stomach

Office o/p new low 30 min

Office o/p new modifier 45 min

Office o/p est low 20 min


Question: My knee pops every time I bend it.

Symptom complaint (knee mechanical symptoms)

Top 5 is dominated by off-target semantic procedures and/or lacks any mapped/diagnostic/minor first-line support beyond baseline E/M.

Question: My knee pops every time I bend it.

Office o/p new low 30 min

Office o/p new modifier 45 min

Office o/p est low 20 min

Office o/p est modifier 30 min

Autgrft implnt knee with scope

Allgrft implnt knee with scope

Decompression of thigh/knee

Meniscal trnspl knee with scpe

Tenodesis biceps tdn at elbw

Incise thigh tendon & fascia

Fixation of knee joint

Decompression of thigh/knee


Question: I feel nauseous all the time.

Top 5 is dominated by off-target semantic procedures and/or lacks any mapped/diagnostic/minor first-line support beyond baseline E/M.

Question: I feel nauseous all the time.

Office o/p new low 30 min

Office o/p new modifier 45 min

Office o/p est low 20 min

Office o/p est modifier 30 min

Laparoscopy replace gastr adj device

Egd us exam duodenum/jejunum

Laparoscopy place gastr adj device

Egd place gastrostomy tube

Laparoscopy impl electrode antrum

S bowel endoscope with stent

Esophagoscopy snare les remv

Laparoscopy rmvl gastr adj device


Question: I need to schedule a physical.

Administrative/preventive visit request (not symptom search)

Administrative/vague query returned specific procedure suggestions in the top 5, which could mislead users.

Intent gating issue
Principal semantic issue

Question: I need to schedule a physical.

Pelvic examination

Lmtd oph exam general anes

Hip arthroscopy diagnostic

Wrist arthroscopy

Place needles h&n for right

Re-explore parathyroids

Elbow arthroscopy

Explore/treat hand joint

Obstetrical care

Comprehensive ep evaluation

Mcp joint arthroscopy diagnostic

Artery x-rays adrenal gland


Question: My allergies are out of control.

Top 5 is dominated by off-target semantic procedures and/or lacks any mapped/diagnostic/minor first-line support beyond baseline E/M.

Question: My allergies are out of control.

Office o/p new low 30 min

Office o/p new modifier 45 min

Office o/p est low 20 min

Office o/p est modifier 30 min

Tracheostomy fenest skin flp

Tracheostoma revj simple

Tracheostoma revj complex

Bronchoscopy treat blockage

Emer tracheostomy ttrach

Esophagoscp rig trnso inject

Esophagoscopy snare les remv

Bronch ebus samplng 3/> node


Question: I think I have food poisoning.

Top 5 is dominated by off-target semantic procedures and/or lacks any mapped/diagnostic/minor first-line support beyond baseline E/M.

Question: I think I have food poisoning.

Office o/p new low 30 min

Office o/p new modifier 45 min

Office o/p est low 20 min

Office o/p est modifier 30 min

Egd us exam duodenum/jejunum

Esophagoscopy rigid trnso diagnostic

Small bowel endoscopy

Small bowel endoscopy

Small bowel endoscopy

Egd flx transnasal tube/cath

Small bowel endoscopy

Small bowel endoscopy


Question: My tooth hurts when I drink cold water.

Top 5 is dominated by off-target semantic procedures and/or lacks any mapped/diagnostic/minor first-line support beyond baseline E/M.

Affliction match issue
Principal semantic issue

Question: My tooth hurts when I drink cold water.

Impres&prep paltl aug prosth

Insertion palate prosthesis

Interdental wirg oth/thn fx

Augmentation mndblr b1 grf

Lower jaw bone graft

Augmentation mndblr prostc

Cltx palatal/max fx wire fix

Impres&prep mndbl res prosth

Impres&prep def obt prosth

Augmentation of facial bones

Face bone graft

Dilation of salivary duct


Question: I have a weird mole that changed color.

Symptom complaint (changing skin lesion)

Top 5 is dominated by off-target semantic procedures and/or lacks any mapped/diagnostic/minor first-line support beyond baseline E/M.

Affliction match issue
Principal semantic issue

Question: I have a weird mole that changed color.

Evacuate mole of uterus

Egd cautery tumor polyp

Exc bartholins gland/cyst

Exc les conjunctiva >1 cm

I&d vaginal hematoma non-ob

I&d vaginal hematoma ob/pp

Laparo drain lymphocele

Laps abltj uterine fibroids

Exc les conjunctiva <1 cm

Unlisted laps px uterus

Exc hip pelvis les sc 3 cm/>

Lysis penil circumic lesion


Question: I can't stop coughing.

Top 5 is dominated by off-target semantic procedures and/or lacks any mapped/diagnostic/minor first-line support beyond baseline E/M.

Question: I can't stop coughing.

Office o/p new low 30 min

Office o/p new modifier 45 min

Office o/p est low 20 min

Office o/p est modifier 30 min

Diagnostic bronchoscope/catheter

Diagnostic bronchoscope/wash

Diagnostic bronchoscope/brush

Tracheostoma revj complex

Diagnostic bronchoscope/lavage

Larynscop remve cart + scop

Diagnostic laryngoscopy excl nb

Tracheostoma revj simple


Question: My joints are really stiff in the morning.

Top 5 is dominated by off-target semantic procedures and/or lacks any mapped/diagnostic/minor first-line support beyond baseline E/M.

Question: My joints are really stiff in the morning.

Office o/p new low 30 min

Office o/p new modifier 45 min

Office o/p est low 20 min

Office o/p est modifier 30 min

Hip arthr0 with synovectomy

Revise finger joint

Reconstruct finger joint

Fusion/graft of finger joint

Arthrd glenohumeral jt with grf

Reconstruct finger joint

Arthrt elbow with synovectomy

Remove shoulder joint lining


Question: I think I pulled a muscle in my leg.

Top 5 is dominated by off-target semantic procedures and/or lacks any mapped/diagnostic/minor first-line support beyond baseline E/M.

Question: I think I pulled a muscle in my leg.

Release of lower leg tendons

Release of lower leg tendon

Esw muscskel sys nos

Scope plantar fasciotomy

Incision of foot tendon(s)

Decompression of tibia nerve

Incision of foot tendon

Incise thigh tendon & fascia

Autgrft implnt knee with scope

Incision of achilles tendon

Release of foot tendons

Release of foot tendon


Question: I have diarrhea.

Top 5 is dominated by off-target semantic procedures and/or lacks any mapped/diagnostic/minor first-line support beyond baseline E/M.

Affliction match issue
Principal semantic issue

Question: I have diarrhea.

Small bowel endoscopy

Office o/p new low 30 min

Office o/p new modifier 45 min

Office o/p est low 20 min

Office o/p est modifier 30 min

Small bowel endoscopy

Small bowel endoscopy

Small bowel endoscopy

Small bowel endoscopy

Small bowel endoscopy

Small bowel endoscopy

Small bowel endoscopy


Question: My vision is blurry.

Top 5 is dominated by off-target semantic procedures and/or lacks any mapped/diagnostic/minor first-line support beyond baseline E/M.

Affliction match issue
Principal semantic issue

Question: My vision is blurry.

Revise eye

Office o/p new low 30 min

Office o/p new modifier 45 min

Office o/p est low 20 min

Office o/p est modifier 30 min

Insj ocular telescope prosth

Incision secondary cataract

Insert lens prosthesis

Exchange lens prosthesis

Reinforce/graft eye wall

Replace eye fluid

Aqueous shunt eye with graft


Question: I'm feeling really anxious lately.

Top 5 is dominated by off-target semantic procedures and/or lacks any mapped/diagnostic/minor first-line support beyond baseline E/M.

Question: I'm feeling really anxious lately.

Office o/p new low 30 min

Office o/p new modifier 45 min

Office o/p est low 20 min

Office o/p est modifier 30 min

Vag hyst with enterocele compl

Hysteroscopy diagnostic sep procedure

Vein x-ray skull

Laparo-vag hyst with t/o compl

Vag hyst complex

Artery x-rays adrenal gland

Laparo-vag hyst incl t/o

Diagnostic bronchoscope/catheter


Question: I burned my hand on the stove.

Top 5 is dominated by off-target semantic procedures and/or lacks any mapped/diagnostic/minor first-line support beyond baseline E/M.

Question: I burned my hand on the stove.

Exc hand les sc 1.5 cm/>

Exc hand les sc < 1.5 cm

Pin finger fracture each

Exc hand tum deep < 1.5 cm

Exc forearm les sc 3 cm/>

Pin hand dislocation

Office o/p new low 30 min

Office o/p new modifier 45 min

Office o/p est low 20 min

Office o/p est modifier 30 min

Pin knuckle dislocation

Exc forearm tum deep < 3 cm


Question: My skin is really dry and itchy.

Top 5 is dominated by off-target semantic procedures and/or lacks any mapped/diagnostic/minor first-line support beyond baseline E/M.

Question: My skin is really dry and itchy.

Office o/p new low 30 min

Office o/p new modifier 45 min

Office o/p est low 20 min

Office o/p est modifier 30 min

Exc thigh/knee tum dep 5cm/>

Exc thigh/knee les sc 3 cm/>

Exc hand les sc 1.5 cm/>

Exc thigh/knee les sc < 3 cm

Exc hand les sc < 1.5 cm

Exc excessive skin buttock

Exc foot/toe tum dep 1.5cm/>

Exc leg/ankle les sc 3 cm/>


Question: I have a sharp pain in my side.

Top 5 is dominated by off-target semantic procedures and/or lacks any mapped/diagnostic/minor first-line support beyond baseline E/M.

Question: I have a sharp pain in my side.

Office o/p new low 30 min

Office o/p new modifier 45 min

Office o/p est low 20 min

Office o/p est modifier 30 min

Incise thigh tendon & fascia

Vein x-ray arms/legs

Place needles h&n for right

Lymph vessel x-ray arms/legs

Revise arm/leg nerve

Esw phy anes lat hmrl epcndl

Vein x-ray spleen/liver

Incise hip/thigh nerve


Question: I think I'm pregnant.

Top 5 is dominated by off-target semantic procedures and/or lacks any mapped/diagnostic/minor first-line support beyond baseline E/M.

Question: I think I'm pregnant.

Office o/p new low 30 min

Office o/p new modifier 45 min

Office o/p est low 20 min

Office o/p est modifier 30 min

Hysteroscopy diagnostic sep procedure

Insert uteri tandem/ovoids

Lsh uterus above 250 g

Pelvic examination

Insert heyman uteri capsule

I&d vaginal hematoma ob/pp

Laparo-vag hyst with t/o compl

Unlisted laps px uterus


Question: My toe fell off.

Severe trauma/amputation concern (urgent)

Top 5 is dominated by off-target semantic procedures and/or lacks any mapped/diagnostic/minor first-line support beyond baseline E/M.

Affliction match issue
Principal semantic issue

Question: My toe fell off.

Amputation of toe

Partial amputation of toe

Incision of toe tendon

Release of big toe

Fusion of big toe joint

Fusion of toes

Amputation toe & metatarsal

Fusion of big toe joint

Resect enlarged toe

Incision of toe tendons

Fusion of big toe joint

Incision of toe tendon


Question: I have blood in my stool.

Top 5 is dominated by off-target semantic procedures and/or lacks any mapped/diagnostic/minor first-line support beyond baseline E/M.

Affliction match issue
Principal semantic issue

Question: I have blood in my stool.

Esophagoscopy control bleed

Office o/p new low 30 min

Office o/p new modifier 45 min

Office o/p est low 20 min

Office o/p est modifier 30 min

Vein x-ray spleen/liver

Colonoscopy with stent plcmt

Colonoscopy with stent plcmt

Small bowel endoscopy

Small bowel endoscopy

Small bowel endoscopy

Small bowel endoscopy


Question: My heart is racing.

Top 5 is dominated by off-target semantic procedures and/or lacks any mapped/diagnostic/minor first-line support beyond baseline E/M.

Question: My heart is racing.

Insj subcutaneous car rhythm mntr

Office o/p new low 30 min

Office o/p new modifier 45 min

Office o/p est low 20 min

Office o/p est modifier 30 min

Perq transcath cls mitral

Intra-atrial recording

L hrt cath chd nm/abn nt cnj

R&l hrt art/ventricle angio

Perq transcath cls aortic

Right ventricular recording

Intra-atrial pacing


Question: I can't catch my breath.

Top 5 is dominated by off-target semantic procedures and/or lacks any mapped/diagnostic/minor first-line support beyond baseline E/M.

Question: I can't catch my breath.

Office o/p new low 30 min

Office o/p new modifier 45 min

Office o/p est low 20 min

Office o/p est modifier 30 min

Endoven ther chem adhes 1st

Bronchial valve remov initial

Brnchsc with ther aspir 1st

Constj trachesophgl fstl

Bronchial valve initial insert

Artery x-rays lung

Bronch thermoplsty 2/> lobes

Diagnostic bronchoscope/brush


Question: I need a flu shot.

Preventive care request (immunization scheduling)

Administrative/vague query returned specific procedure suggestions in the top 5, which could mislead users.

Intent gating issue
Principal semantic issue

Question: I need a flu shot.

Transplants of thigh tendons

Neurorraphy with vein autograft

Vein x-ray skull

Treat thigh fx growth plate

Esoph scope with submucous injection

Laryngoscope with vc injection

Replace/revise brain shunt

Transplant of thigh tendon

Repair facial nerve

Vein x-ray spleen/liver

Occlude fallopian tube(s)

Perq njx algc fluor lmbr 1st


Question: My jaw clicks when I chew.

Top 5 is dominated by off-target semantic procedures and/or lacks any mapped/diagnostic/minor first-line support beyond baseline E/M.

Question: My jaw clicks when I chew.

Office o/p new low 30 min

Office o/p new modifier 45 min

Office o/p est low 20 min

Office o/p est modifier 30 min

Interdental wirg oth/thn fx

Impres&prep paltl aug prosth

Insertion palate prosthesis

Genioplasty augmentation

Augmentation mndblr prostc

Incision of jaw joint

Cltx palatal/max fx wire fix

Augmentation mndblr b1 grf


Question: I have a splinter I can't get out.

Top 5 is dominated by off-target semantic procedures and/or lacks any mapped/diagnostic/minor first-line support beyond baseline E/M.

Question: I have a splinter I can't get out.

Office o/p new low 30 min

Office o/p new modifier 45 min

Office o/p est low 20 min

Office o/p est modifier 30 min

Incise finger tendon sheath

Drain hand tendon sheath

Incision of finger tendon

Pin finger fracture each

Opn impltj nea sacral nerve

Manipulate finger with anesthesia

Drain ovary abscess open

Close mastoid fistula


Question: I feel like I'm going to pass out.

Top 5 is dominated by off-target semantic procedures and/or lacks any mapped/diagnostic/minor first-line support beyond baseline E/M.

Question: I feel like I'm going to pass out.

Office o/p new low 30 min

Office o/p new modifier 45 min

Office o/p est low 20 min

Office o/p est modifier 30 min

Endoven ther chem adhes 1st

Hysteroscopy diagnostic sep procedure

Laparo-vag hyst with t/o compl

Artery x-rays adrenal gland

Insj/rplcmt icds ss eltrd

Ephys evaluation icds ss

Induced abortion dilat&evac

Treat ectopic pregnancy


Question: My hair is falling out in clumps.

Top 5 is dominated by off-target semantic procedures and/or lacks any mapped/diagnostic/minor first-line support beyond baseline E/M.

Affliction match issue
Principal semantic issue

Question: My hair is falling out in clumps.

Revise eyelashes

Drain ovary abscess open

Tracheostomy fenest skin flp

Rdctj forehead cntrg&prostc

Rdctj forehead cntrg&setback

Dermabrasion total face

Artery x-rays adrenal gland

Laparo-vag hyst incl t/o

Rpr acq av fistula head&neck

Vag hyst incl t/o complex

Hysteroscopy diagnostic sep procedure

Insj subcutaneous impltbl dfb elctrd


Question: I have a migraine.

Top 5 is dominated by off-target semantic procedures and/or lacks any mapped/diagnostic/minor first-line support beyond baseline E/M.

Question: I have a migraine.

Office o/p new low 30 min

Office o/p new modifier 45 min

Office o/p est low 20 min

Office o/p est modifier 30 min

Treat trigeminal tract

Vein x-ray skull

Mnpj of tmj with anesthesia

Treat metacarpal fracture

Treat metacarpal fracture

Treat metacarpal fracture

Insj/rplc car modulj pls gn

Treat trigeminal nerve


Question: My ass hurts.

Top 5 is dominated by off-target semantic procedures and/or lacks any mapped/diagnostic/minor first-line support beyond baseline E/M.

Question: My ass hurts.

Office o/p new low 30 min

Office o/p new modifier 45 min

Office o/p est low 20 min

Office o/p est modifier 30 min

Surg diagnostic exam anorectal

Destruction anal lesion(s)

Opn impltj nea sacral nerve

Exc sac pr ulc prim str ostc

Incision of anal sphincter

Anorectal myomectomy

Excision of anal lesion(s)

Exc isch pr ulc prm sut ostc


Question: I stepped on a rusty nail.

Top 5 is dominated by off-target semantic procedures and/or lacks any mapped/diagnostic/minor first-line support beyond baseline E/M.

Affliction match issue
Principal semantic issue

Question: I stepped on a rusty nail.

Pin finger fracture each

Exc foot/toe tum dep 1.5cm/>

Exc foot/toe tum sc 1.5 cm/>

Prtl exc bone radial h/n

Exc thigh/knee tum dep 5cm/>

Exc leg/ankle tum dep 5 cm/>

Exc foot/toe tum deep <1.5cm

Exc hand les sc 1.5 cm/>

Exc leg/ankle les sc 3 cm/>

Exc forearm les sc 3 cm/>

Treat big toe fracture

Pin knuckle dislocation


Question: I have ringing in my ears.

Top 5 is dominated by off-target semantic procedures and/or lacks any mapped/diagnostic/minor first-line support beyond baseline E/M.

Affliction match issue
Principal semantic issue

Question: I have ringing in my ears.

Drg xtrnl ear absc/hem comp

Revise middle ear & mastoid

Revise middle ear & mastoid

Clear outer ear canal

Ear cartilage graft

Revise middle ear & mastoid

Revise middle ear & mastoid

Close mastoid fistula

Myringoplasty

Revise external ear

Revise middle ear & mastoid

Revise middle ear bone


Question: My legs feel heavy.

Top 5 is dominated by off-target semantic procedures and/or lacks any mapped/diagnostic/minor first-line support beyond baseline E/M.

Question: My legs feel heavy.

Office o/p new low 30 min

Office o/p new modifier 45 min

Office o/p est low 20 min

Office o/p est modifier 30 min

Vein x-ray arms/legs

Lymph vessel x-ray arms/legs

Transplants of thigh tendons

Nrv grf 1strnd arm/leg >4 cm

Nrv grf mltst arm/leg >4 cm

Revise arm/leg nerve

Treat thigh fx growth plate

Nrv grf 1strnd arm/leg <4cm


Question: I think I have pink eye.

Top 5 is dominated by off-target semantic procedures and/or lacks any mapped/diagnostic/minor first-line support beyond baseline E/M.

Question: I think I have pink eye.

Office o/p new low 30 min

Office o/p new modifier 45 min

Office o/p est low 20 min

Office o/p est modifier 30 min

Explore/drain eye socket

Explore/drain eye socket

Aspiration orbital contents

Exc les conjunctiva adj scl

Diagnostic bronchoscope/wash

Aqueous shunt eye with graft

Probe nasolacrimal duct

Replace eye fluid


Question: I need a doctor's note for work.

Administrative/vague query returned specific procedure suggestions in the top 5, which could mislead users.

Intent gating issue
Principal semantic issue

Question: I need a doctor's note for work.

Place needles h&n for right

Obstetrical care

Revision tips

Lmtd oph exam general anes

Revise palsy hand tendon(s)

Pelvic examination

Laryngoscopy for treatment

Wrist arthroscopy

Release muscles of hand

Mcp joint arthroscopy diagnostic

Explore/treat hand joint

Proctosigmoidoscopy ablate


Question: My shoulder is dislocated.

Top 5 is dominated by off-target semantic procedures and/or lacks any mapped/diagnostic/minor first-line support beyond baseline E/M.

Question: My shoulder is dislocated.

Cltx sho dislc neck fx mnpj

Optx acute shoulder dislc

Optx sho dislc fx

Cltx sho dslc fx gr hmrl tbr

Cltx prx hmrl fx mnpj+-tract

Cltx sho dslc with mnpj with anes

Optx sho dislc neck fx fixj

Mnpj anes sho jt fixj aprats

Pin hand dislocation

Cltx gr hmrl tbrs fx with mnpj

Reinforce shoulder bones

Release of shoulder ligament


Question: I have cramps in my stomach.

Top 5 is dominated by off-target semantic procedures and/or lacks any mapped/diagnostic/minor first-line support beyond baseline E/M.

Affliction match issue
Principal semantic issue

Question: I have cramps in my stomach.

Laparoscopy replace gastr adj device

Laparoscopy place gastr adj device

Office o/p new low 30 min

Office o/p new modifier 45 min

Office o/p est low 20 min

Office o/p est modifier 30 min

Laparoscopy rmvl gastr adj device

Unlisted laps px stomach

Dilate esophagus

Laparoscopy gastrostomy

Egd us exam duodenum/jejunum

Esophagoscp rig trnso inject


Question: I'm always thirsty.

Top 5 is dominated by off-target semantic procedures and/or lacks any mapped/diagnostic/minor first-line support beyond baseline E/M.

Question: I'm always thirsty.

Office o/p new low 30 min

Office o/p new modifier 45 min

Office o/p est low 20 min

Office o/p est modifier 30 min

Lsh with t/o ut 250 g or less

Egd with transmural drain cyst

Cystouretero with renal strict

Cystouretero with congen repr

Thrmbc/nfs dialysis circuit

Thrmbc/nfs dialysis circuit

Thrmbc/nfs dialysis circuit

Convert nephrostomy catheter


Question: I have a fever and chills.

Top 5 is dominated by off-target semantic procedures and/or lacks any mapped/diagnostic/minor first-line support beyond baseline E/M.

Question: I have a fever and chills.

Office o/p new low 30 min

Office o/p new modifier 45 min

Office o/p est low 20 min

Office o/p est modifier 30 min

Lymph vessel x-ray arms/legs

Vagnc bi total pel lymphadec

Vein x-ray arms/legs

Vein x-ray spleen/liver

Lymph vessel x-ray trunk

Ins subcutaneous rsvr pmp/nfs sys

Hip arthr0 with debridement

Treat trigeminal nerve


Question: My nose is stuffed up.

Top 5 is dominated by off-target semantic procedures and/or lacks any mapped/diagnostic/minor first-line support beyond baseline E/M.

Question: My nose is stuffed up.

Office o/p new low 30 min

Office o/p new modifier 45 min

Office o/p est low 20 min

Office o/p est modifier 30 min

Impres&prep nasal prosth

Nasal sinus therapy

Insert nasal septal button

Control nose/throat bleeding

Open treatment nose fx with skele fixj

Ther fx nasal inf turbinate

Open treatment nose fx uncomplicatd

Resect inferior turbinate


Question: I vomit every morning.

Top 5 is dominated by off-target semantic procedures and/or lacks any mapped/diagnostic/minor first-line support beyond baseline E/M.

Question: I vomit every morning.

Office o/p new low 30 min

Office o/p new modifier 45 min

Office o/p est low 20 min

Office o/p est modifier 30 min

Laparoscopy place gastr adj device

Laparoscopy replace gastr adj device

Laparoscopy impl electrode antrum

Egd esophagogastrc fndoplsty

Esophagoscp rig trnso inject

Vag hyst with enterocele compl

Esophagoscopy snare les remv

Esophagoscopy retro balloon


Question: I have a persistent dry cough.

Top 5 is dominated by off-target semantic procedures and/or lacks any mapped/diagnostic/minor first-line support beyond baseline E/M.

Affliction match issue
Principal semantic issue

Question: I have a persistent dry cough.

Diagnostic bronchoscope/wash

Diagnostic bronchoscope/lavage

Office o/p new low 30 min

Office o/p new modifier 45 min

Office o/p est low 20 min

Office o/p est modifier 30 min

Diagnostic bronchoscope/brush

Diagnostic bronchoscope/catheter

Tracheostoma revj complex

Larynscop remve cart + scop

Tracheostomy fenest skin flp

Tracheostoma revj simple


Question: My feet are swollen.

Top 5 is dominated by off-target semantic procedures and/or lacks any mapped/diagnostic/minor first-line support beyond baseline E/M.

Affliction match issue
Principal semantic issue

Question: My feet are swollen.

Drain lower leg lesion

Drain lower leg bursa

Scope plantar fasciotomy

Resect enlarged toe tissue

Exc foot/toe tum dep 1.5cm/>

Nrv grf mltst hnd/foot >4 cm

Treatment of foot infection

Excise foot tendon sheath

Drain thigh/knee lesion

Nrv grf 1strnd hnd/foot >4cm

Resect enlarged toe

Exc foot/toe tum deep <1.5cm


Question: I think I have a UTI.

Top 5 is dominated by off-target semantic procedures and/or lacks any mapped/diagnostic/minor first-line support beyond baseline E/M.

Question: I think I have a UTI.

Cystouretero & or pyeloscope

Endoscopy of ureter

Endoscopy of ureter

Cysto with urtrl cathj

Ureter endoscopy

Incise & drain bladder

Cystoscopy and treatment

Urethrlys transvag w/ scope

Ureter endoscopy & catheter

Cystoscopy and treatment

Cystoscopy and treatment

Cystoscopy and treatment


Question: I got bitten by a dog.

Top 5 is dominated by off-target semantic procedures and/or lacks any mapped/diagnostic/minor first-line support beyond baseline E/M.

Affliction match issue
Principal semantic issue

Question: I got bitten by a dog.

Pin finger fracture each

Corrj halux rigdus without implt

Exc leg/ankle les sc 3 cm/>

Optx radial shaft fracture

Optx medial ankle fx

Pin hand dislocation

Exc leg/ankle tum dep 5 cm/>

Exc leg/ankle tum deep <5 cm

Pin knuckle dislocation

Optx clavicular fx with internal fix

Pin finger dislocation

Lefort ii anterior intrusion


Question: I have a blister on my heel.

Top 5 is dominated by off-target semantic procedures and/or lacks any mapped/diagnostic/minor first-line support beyond baseline E/M.

Question: I have a blister on my heel.

Exc leg/ankle les sc 3 cm/>

Treatment of ankle fracture

Exc leg/ankle tum dep 5 cm/>

Exc thigh/knee tum dep 5cm/>

Treatment of ankle fracture

Drain lower leg lesion

Exc thigh/knee les sc 3 cm/>

Exc foot/toe tum dep 1.5cm/>

Treatment of ankle fracture

Treatment of ankle fracture

Exc thigh/knee les sc < 3 cm

Exc hand les sc 1.5 cm/>


Question: My hands are shaking.

Top 5 is dominated by off-target semantic procedures and/or lacks any mapped/diagnostic/minor first-line support beyond baseline E/M.

Question: My hands are shaking.

Office o/p new low 30 min

Office o/p new modifier 45 min

Office o/p est low 20 min

Office o/p est modifier 30 min

Extensive hand surgery

Resect prox finger tumor

Amputate metacarpal bone

Manipulate finger with anesthesia

Rad resect hand tumor 3 cm/>

Lengthen metacarpal/finger

Exc aurl glomus tum trnsmstd

Exc hand tum deep 1.5 cm/>


Question: I have severe lower back pain.

Symptom complaint (severe low back pain)

Top 5 is dominated by off-target semantic procedures and/or lacks any mapped/diagnostic/minor first-line support beyond baseline E/M.

Question: I have severe lower back pain.

Treatment of ankle fracture

Treatment of ankle fracture

Treatment of ankle fracture

Treatment of ankle fracture

Treatment of ankle fracture

Perq lamot/lam lumbar

Lam facetec & foramot lumbar

Laminotomy single lumbar

Remove part lumbar vertebra

Exc sac pr ulc prim str ostc

Revise low back nerve(s)

Treatment of ankle fracture


Question: I need to check my cholesterol.

Administrative/vague query returned specific procedure suggestions in the top 5, which could mislead users.

Intent gating issue
Principal semantic issue

Question: I need to check my cholesterol.

Office o/p new low 30 min

Office o/p new modifier 45 min

Office o/p est low 20 min

Office o/p est modifier 30 min

Artery x-rays adrenal gland

Biliary endo perq diagnostic with speci

Endo cholangiopancreatograph

Endo cholangiopancreatograph

Follow-up angiography

Vein x-ray spleen/liver

Artery x-rays lung

Lymph vessel x-ray trunk


Question: I feel weak all over.

Symptom complaint (generalized weakness)

Top 5 is dominated by off-target semantic procedures and/or lacks any mapped/diagnostic/minor first-line support beyond baseline E/M.

Question: I feel weak all over.

Office o/p new low 30 min

Office o/p new modifier 45 min

Office o/p est low 20 min

Office o/p est modifier 30 min

Vein x-ray arms/legs

Lymph vessel x-ray arms/legs

Transplants of thigh tendons

Revise thigh muscles/tendons

Revise arm/leg nerve

Transplant of thigh tendon

Lymph vessel x-ray trunk

Incise thigh tendon & fascia


Question: I have a pounding headache behind my eyes.

Top 5 is dominated by off-target semantic procedures and/or lacks any mapped/diagnostic/minor first-line support beyond baseline E/M.

Question: I have a pounding headache behind my eyes.

Office o/p new low 30 min

Office o/p new modifier 45 min

Office o/p est low 20 min

Office o/p est modifier 30 min

Aspiration orbital contents

Explore/drain eye socket

Explore/drain eye socket

I&d lacrimal sac

Decompress optic nerve

Aqueous shunt eye without graft

Replace eye fluid

Release of eye fluid


Question: My throat feels swollen.

Symptom complaint (throat swelling sensation)

Top 5 is dominated by off-target semantic procedures and/or lacks any mapped/diagnostic/minor first-line support beyond baseline E/M.

Question: My throat feels swollen.

Office o/p new low 30 min

Office o/p new modifier 45 min

Office o/p est low 20 min

Office o/p est modifier 30 min

Diagnostic laryngoscopy excl nb

Diagnostic laryngoscopy with oper scope

Drain thyroid/tongue cyst

Hyoid myotomy & suspension

Rpr acq av fistula head&neck

Tracheostoma revj complex

Laryngoscopy and dilation

Laryngoscopy and dilation


Question: I think I have a hernia.

Top 5 is dominated by off-target semantic procedures and/or lacks any mapped/diagnostic/minor first-line support beyond baseline E/M.

Affliction match issue
Principal semantic issue

Question: I think I have a hernia.

Rpr fem hernia initial blocked

Vag hyst with enterocele compl

Laparoscopy rmvl gastr adj all parts

Rpr ing hernia baby reduc

Office o/p new low 30 min

Office o/p new modifier 45 min

Office o/p est low 20 min

Office o/p est modifier 30 min

Surg diagnostic exam anorectal

Rpr ing hernia initial blocked

Proctosigmoidoscopy fb

Proctosigmoidoscopy volvul


Question: I can't move my neck.

Top 5 is dominated by off-target semantic procedures and/or lacks any mapped/diagnostic/minor first-line support beyond baseline E/M.

Affliction match issue
Principal semantic issue

Question: I can't move my neck.

Incise nerve back of head

Sympathectomy cervicothorac

Nerve graft head/neck <4 cm

Sympathectomy cervical

Nerve graft head/neck >4 cm

Vein x-ray skull

Cltx sho dislc neck fx mnpj

Optx sho dislc neck fx fixj

Office o/p new low 30 min

Office o/p new modifier 45 min

Office o/p est low 20 min

Office o/p est modifier 30 min


Question: I have a stabbing pain in my chest.

Top 5 is dominated by off-target semantic procedures and/or lacks any mapped/diagnostic/minor first-line support beyond baseline E/M.

Question: I have a stabbing pain in my chest.

Office o/p new low 30 min

Office o/p new modifier 45 min

Office o/p est low 20 min

Office o/p est modifier 30 min

Thoracoscopy diagnostic

Brnchsc with ther aspir 1st

Thoracoscopy wbx sac

Artery x-rays lung

Prq card stent/ath/angio

Esophagoscopy rigid trnso diagnostic

Diagnostic bronchoscope/catheter

Esophagoscop ultrasound exam


Question: I'm constipated.

Top 5 is dominated by off-target semantic procedures and/or lacks any mapped/diagnostic/minor first-line support beyond baseline E/M.

Affliction match issue
Principal semantic issue

Question: I'm constipated.

Proctosigmoidoscopy volvul

Office o/p new low 30 min

Office o/p new modifier 45 min

Office o/p est low 20 min

Office o/p est modifier 30 min

Vag hyst with enterocele compl

Sigmoidoscopy with plcmt stent

S bowel endoscope with stent

Colonoscopy with stent plcmt

Unlisted laps px intestine

Sigmoidoscopy with resection

Correct rectal prolapse


Question: I have a cold sore.

Top 5 is dominated by off-target semantic procedures and/or lacks any mapped/diagnostic/minor first-line support beyond baseline E/M.

Question: I have a cold sore.

Office o/p new low 30 min

Office o/p new modifier 45 min

Office o/p est low 20 min

Office o/p est modifier 30 min

Closure of salivary fistula

Treatment of mouth lesion

Periodontal mucosal grafting

Reconstruct lip with flap

Excision of mouth lesion

Lymph vessel x-ray arms/legs

Exc bartholins gland/cyst

Deb skin bone at fx site


Question: My fingers go numb when it's cold.

Symptom complaint (cold-induced numbness)

Top 5 is dominated by off-target semantic procedures and/or lacks any mapped/diagnostic/minor first-line support beyond baseline E/M.

Question: My fingers go numb when it's cold.

Office o/p new low 30 min

Office o/p new modifier 45 min

Office o/p est low 20 min

Office o/p est modifier 30 min

Pollicization digit

Amputation of finger/thumb

Manipulate finger with anesthesia

Revise finger/toe nerve

Thumb fusion with graft

Thumb fusion with graft

Amputation of finger/thumb

Nrv grf mltst arm/leg <4 cm


Question: I feel like something is stuck in my throat.

Top 5 is dominated by off-target semantic procedures and/or lacks any mapped/diagnostic/minor first-line support beyond baseline E/M.

Question: I feel like something is stuck in my throat.

Office o/p new low 30 min

Office o/p new modifier 45 min

Office o/p est low 20 min

Office o/p est modifier 30 min

Diagnostic laryngoscopy excl nb

Esophagoscopy rigid trnso diagnostic

Esophagoscop ultrasound exam

Esophagoscopy snare les remv

Rpr acq av fistula head&neck

Diagnostic laryngoscopy with oper scope

Trachplsty trchphryngl fstlj

Drain thyroid/tongue cyst


Question: I hit my head and feel confused.

Top 5 is dominated by off-target semantic procedures and/or lacks any mapped/diagnostic/minor first-line support beyond baseline E/M.

Question: I hit my head and feel confused.

Office o/p new low 30 min

Office o/p new modifier 45 min

Office o/p est low 20 min

Office o/p est modifier 30 min

Impl oi implt skull perq esp

Vein x-ray skull

Ther fx nasal inf turbinate

Esw muscskel sys nos

Opn impltj nea sacral nerve

Optx ulnar styloid fracture

Incise skull for treatment

I&d vaginal hematoma ob/pp


Question: I have spots in my vision.

Top 5 is dominated by off-target semantic procedures and/or lacks any mapped/diagnostic/minor first-line support beyond baseline E/M.

Affliction match issue
Principal semantic issue

Question: I have spots in my vision.

Unlisted px ant segment eye

Vit for macular pucker

Revise eye

Vit for macular hole

Incision secondary cataract

Aqueous shunt eye with graft

Exc les conjunctiva >1 cm

Replace eye fluid

Reinforce/graft eye wall

Corneal trnspl endothelial

Exc les conjunctiva <1 cm

Exchange lens prosthesis


Question: My medication is making me sick.

Top 5 is dominated by off-target semantic procedures and/or lacks any mapped/diagnostic/minor first-line support beyond baseline E/M.

Question: My medication is making me sick.

Office o/p new low 30 min

Office o/p new modifier 45 min

Office o/p est low 20 min

Office o/p est modifier 30 min

Egd place gastrostomy tube

Dilate esophagus

Treat trigeminal tract

Rpr ing hernia initial blocked

Rpr fem hernia initial blocked

Laparoscopy jejunostomy

Place duod/jej tube perc

Place gastrostomy tube perc


Question: I need to get tested for STDs.

Administrative/vague query returned specific procedure suggestions in the top 5, which could mislead users.

Intent gating issue
Principal semantic issue

Question: I need to get tested for STDs.

Office o/p new low 30 min

Office o/p new modifier 45 min

Office o/p est low 20 min

Office o/p est modifier 30 min

Hysteroscopy diagnostic sep procedure

Remv/repl penis contain pros

Remov/replc penis pros comp

Prostate saturation sampling

Urethrlys transvag w/ scope

Pelvic examination

Colpocentesis sep px

Remv/replc penis pros compl


Question: I have a fungal infection on my foot.

Top 5 is dominated by off-target semantic procedures and/or lacks any mapped/diagnostic/minor first-line support beyond baseline E/M.

Affliction match issue
Principal semantic issue

Question: I have a fungal infection on my foot.

Treatment of foot infection

Treatment of foot infection

Incision of foot fascia

Drain lower leg lesion

Exc leg/ankle les sc 3 cm/>

Excise foot tendon sheath

Bone/skin graft metatarsal

Resect foot/toe tumor 3 cm/>

Exc thigh/knee les sc 3 cm/>

Scope plantar fasciotomy

Resect foot/toe tumor < 3 cm

Exc foot/toe tum dep 1.5cm/>


Question: My baby won't stop crying.

Top 5 is dominated by off-target semantic procedures and/or lacks any mapped/diagnostic/minor first-line support beyond baseline E/M.

Affliction match issue
Principal semantic issue

Question: My baby won't stop crying.

Rpr ing hernia baby blocked

Rpr choanal atresia ntranasl

Deliver placenta

Tmpst auto tube dlvr sys

Diagnostic bronchoscope/catheter

Rpr choanal atresia trsnpltn

Close tear system fistula

Antepartum manipulation

Insert nasal septal button

Laparo-vag hyst complex

Create tear sac drain

D & c after delivery


Question: I have shooting pains down my leg.

Top 5 is dominated by off-target semantic procedures and/or lacks any mapped/diagnostic/minor first-line support beyond baseline E/M.

Affliction match issue
Principal semantic issue

Question: I have shooting pains down my leg.

Decompression of tibia nerve

Neurectomy popliteal

Revise arm/leg nerve

Neurectomy hamstring

Incise hip/thigh nerve

Incise hip/thigh nerve

Evasc ven artlz tibl/prnl vn

Lig prfratr vn radical 1 leg

Vein x-ray arms/legs

Neurectomy foot

Release foot/toe nerve

Revise hand/foot nerve


Question: I think I swallowed a bug.

Top 5 is dominated by off-target semantic procedures and/or lacks any mapped/diagnostic/minor first-line support beyond baseline E/M.

Question: I think I swallowed a bug.

Office o/p new low 30 min

Office o/p new modifier 45 min

Office o/p est low 20 min

Office o/p est modifier 30 min

Proctosigmoidoscopy fb

Diagnostic laryngoscopy excl nb

Laryngoscopy with fb & op scope

Thoracoscopy diagnostic

Esophagoscp rig trnso rem fb

Larynscop with tumr exc + scope

Vag hyst with enterocele compl

Esophagoscopy rigid trnso diagnostic


Question: My gums are bleeding.

Top 5 is dominated by off-target semantic procedures and/or lacks any mapped/diagnostic/minor first-line support beyond baseline E/M.

Affliction match issue
Principal semantic issue

Question: My gums are bleeding.

Periodontal mucosal grafting

Office o/p new low 30 min

Office o/p new modifier 45 min

Office o/p est low 20 min

Office o/p est modifier 30 min

Treatment of gum lesion

Excision of gum lesion

Excision of gum lesion

Excision of gum lesion

Excision of gum lesion

Excision of gum lesion

Excision of gum lesion


Question: I have a pain in my groin.

Top 5 is dominated by off-target semantic procedures and/or lacks any mapped/diagnostic/minor first-line support beyond baseline E/M.

Question: I have a pain in my groin.

Office o/p new low 30 min

Office o/p new modifier 45 min

Office o/p est low 20 min

Office o/p est modifier 30 min

Incise thigh tendon & fascia

Exc isch pr ulc prm sut ostc

Surg diagnostic exam anorectal

Transfer of iliopsoas muscle

Incision of thigh tendons

Exc ischial pr ulc prim sutr

Incision of thigh tendons

Iliac revasc with stent


Question: I feel depressed.

Top 5 is dominated by off-target semantic procedures and/or lacks any mapped/diagnostic/minor first-line support beyond baseline E/M.

Affliction match issue
Principal semantic issue

Question: I feel depressed.

Hysteroscopy diagnostic sep procedure

Vag hyst with enterocele compl

Laparo-vag hyst incl t/o

Drain thigh/knee lesion

Induced abortion dilat&evac

Vag hyst incl t/o complex

Drain lower leg lesion

Us leiomyomata ablate <200

Vag hyst including t/o

Reopen fallopian tube

Reopen fallopian tube

Laparo-vag hyst with t/o compl


Question: My arm is numb.

Top 5 is dominated by off-target semantic procedures and/or lacks any mapped/diagnostic/minor first-line support beyond baseline E/M.

Affliction match issue
Principal semantic issue

Question: My arm is numb.

Revise ulnar nerve at elbow

Esw phy anes lat hmrl epcndl

Revise arm/leg nerve

Revise ulnar nerve at wrist

Decompress forearm 1 space

Decompress forearm 1 space

Office o/p new low 30 min

Office o/p new modifier 45 min

Office o/p est low 20 min

Office o/p est modifier 30 min

Decompress forearm 2 spaces

Vein x-ray arms/legs


Question: I have a wart on my finger.

Top 5 is dominated by off-target semantic procedures and/or lacks any mapped/diagnostic/minor first-line support beyond baseline E/M.

Affliction match issue
Principal semantic issue

Question: I have a wart on my finger.

Resect prox finger tumor

Resect distal finger tumor

Exc hand tum deep 1.5 cm/>

Reconstruct extra finger

Incise finger tendon sheath

Rad resect hand tumor 3 cm/>

Exc excsv skin forearm/hand

Rpr bld vsl dir hand finger

Incision of finger tendon

Transplant/graft palm tendon

Pollicization digit

Rad resect hand tumor < 3 cm


Question: I can't smell anything.

Top 5 is dominated by off-target semantic procedures and/or lacks any mapped/diagnostic/minor first-line support beyond baseline E/M.

Question: I can't smell anything.

Office o/p new low 30 min

Office o/p new modifier 45 min

Office o/p est low 20 min

Office o/p est modifier 30 min

Diagnostic bronchoscope/wash

Lmtd oph exam general anes

Impres&prep nasal prosth

Diagnostic bronchoscope/lavage

Clear outer ear canal

Tprnl balo cntnc dev uni

Surg diagnostic exam anorectal

Resect inferior turbinate


Question: I have a really bad sunburn.

Top 5 is dominated by off-target semantic procedures and/or lacks any mapped/diagnostic/minor first-line support beyond baseline E/M.

Affliction match issue
Principal semantic issue

Question: I have a really bad sunburn.

Dermabrasion total face

Dermabrasion other than face

Exc hand les sc 1.5 cm/>

Deb skin bone at fx site

Exc hand les sc < 1.5 cm

Exc thigh/knee tum dep 5cm/>

Exc excessive skn other area

Office o/p new low 30 min

Office o/p new modifier 45 min

Office o/p est low 20 min

Office o/p est modifier 30 min

Exc leg/ankle les sc 3 cm/>


Question: My tongue is swollen.

Top 5 is dominated by off-target semantic procedures and/or lacks any mapped/diagnostic/minor first-line support beyond baseline E/M.

Affliction match issue
Principal semantic issue

Question: My tongue is swollen.

Drain thyroid/tongue cyst

Tongue suspension

Office o/p new low 30 min

Office o/p new modifier 45 min

Office o/p est low 20 min

Office o/p est modifier 30 min

Dilation of salivary duct

Tongue base vol reduction

Excise sublingual gland

Incision of tongue fold

Incision of tongue nerve

Closure of salivary fistula


Question: I think I have lice.

Top 5 is dominated by off-target semantic procedures and/or lacks any mapped/diagnostic/minor first-line support beyond baseline E/M.

Question: I think I have lice.

Office o/p new low 30 min

Office o/p new modifier 45 min

Office o/p est low 20 min

Office o/p est modifier 30 min

Thoracoscopy diagnostic

Diagnostic bronchoscope/brush

Diagnostic bronchoscope/wash

Diagnostic bronchoscope/lavage

Hysteroscopy diagnostic sep procedure

Remove pilonidal cyst simple

Biliary endoscopy thru skin

Biliary endoscopy thru skin


Question: I have a metal taste in my mouth.

Top 5 is dominated by off-target semantic procedures and/or lacks any mapped/diagnostic/minor first-line support beyond baseline E/M.

Affliction match issue
Principal semantic issue

Question: I have a metal taste in my mouth.

Interdental wirg oth/thn fx

Impres&prep mndbl res prosth

Lower jaw bone graft

Revj mstdc rsltg tympanplsty

Augmentation mndblr b1 grf

Impl oi implt skull perq esp

Cor hlx vlgs dstl mtar osteo

Esophagoscp rig trnso rem fb

Impres&prep paltl aug prosth

Cor hlx vlgs prx mtar osteot

Augmentation mndblr prostc

Esophagoscopy rigid trnso diagnostic


Question: I feel a lump in my breast.

Top 5 is dominated by off-target semantic procedures and/or lacks any mapped/diagnostic/minor first-line support beyond baseline E/M.

Question: I feel a lump in my breast.

Office o/p new low 30 min

Office o/p new modifier 45 min

Office o/p est low 20 min

Office o/p est modifier 30 min

Diagnostic bone marrow aspirations

Excision breast lesion

Unlisted procedure breast

Mast modifier rad

Partial mastectomy

Excise breast duct fistula

Mast simple complete

Bronch ebus samplng 1/2 node


Question: My hip hurts when I walk.

Top 5 is dominated by off-target semantic procedures and/or lacks any mapped/diagnostic/minor first-line support beyond baseline E/M.

Question: My hip hurts when I walk.

Exc hip/pelv tum deep 5 cm/>

Hip arthr0 with debridement

Resect hip/pelv tum 5 cm/>

Incision of hip tendon

Exc hip/pelv tum deep < 5 cm

Resect hip/pelv tum < 5 cm

Denervation of hip joint

Incision of hip tendons

Incision of hip tendon

Incision of hip tendon

Incise hip/thigh nerve

Transplants of thigh tendons


Question: I have excessive sweating.

Top 5 is dominated by off-target semantic procedures and/or lacks any mapped/diagnostic/minor first-line support beyond baseline E/M.

Question: I have excessive sweating.

Office o/p new low 30 min

Office o/p new modifier 45 min

Office o/p est low 20 min

Office o/p est modifier 30 min

Exc aurl glomus tum trnsmstd

Exc aurl glomus tum trnscanl

Exc excessive skn other area

Artery x-rays adrenal gland

Ins subcutaneous rsvr pmp/nfs sys

Exc excessive skin leg

Exc excessive skin thigh

Exc thigh/knee tum dep 5cm/>


Question: I think I'm having an allergic reaction.

Top 5 is dominated by off-target semantic procedures and/or lacks any mapped/diagnostic/minor first-line support beyond baseline E/M.

Question: I think I'm having an allergic reaction.

Office o/p new low 30 min

Office o/p new modifier 45 min

Office o/p est low 20 min

Office o/p est modifier 30 min

Tracheostomy fenest skin flp

Esophagoscopy rigid trnso diagnostic

Proctosigmoidoscopy fb

Tracheostoma revj simple

Thoracoscopy diagnostic

Hysteroscopy diagnostic sep procedure

Compl oph exam general anes

Diagnostic laryngoscopy excl nb


Question: My elbow hurts when I lift things.

Top 5 is dominated by off-target semantic procedures and/or lacks any mapped/diagnostic/minor first-line support beyond baseline E/M.

Question: My elbow hurts when I lift things.

Decompress forearm 1 space

Decompress forearm 1 space

Decompress forearm 2 spaces

Reinforce humerus

Reconstruct elbow med ligmnt

Decompression of forearm

Revise reconst elbow joint

Decompress forearm 2 spaces

Tendon lngth upr a/e ea tdn

Esw phy anes lat hmrl epcndl

Office o/p new low 30 min

Office o/p new modifier 45 min


Question: I just don't feel right.

Too vague/nonspecific to expect meaningful CPT suggestions

Administrative/vague query returned specific procedure suggestions in the top 5, which could mislead users.

Intent gating issue
Principal semantic issue

Question: I just don't feel right.

Office o/p new low 30 min

Office o/p new modifier 45 min

Office o/p est low 20 min

Office o/p est modifier 30 min

Hysteroscopy diagnostic sep procedure

Drain ovary abscess open

Drain thigh/knee lesion

Diagnostic bronchoscope/wash

Lymph vessel x-ray arms/legs

Diagnostic bronchoscope/lavage

Diagnostic bronchoscope/brush

Vein x-ray skull