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ChatGPT performance in laryngology and head and neck surgery: a clinical case-series

  • Laryngology
  • Published:
European Archives of Oto-Rhino-Laryngology Aims and scope Submit manuscript

Abstract

Objectives

To study the performance of ChatGPT in the management of laryngology and head and neck (LHN) cases.

Methods

History and clinical examination of patients consulting at the Otolaryngology-Head and Neck Surgery department were presented to ChatGPT, which was interrogated for differential diagnosis, management, and treatment. The ChatGPT performance was assessed by two blinded board-certified otolaryngologists using the following items of a composite score and the Ottawa Clinic Assessment Tool: differential diagnosis; additional examination; and treatment options. The complexity of clinical cases was evaluated with the Amsterdam Clinical Challenge Scale test.

Results

Forty clinical cases were submitted to ChatGPT, accounting for 14 (35%), 12 (30%), and 14 (35%) easy, moderate and difficult cases, respectively. ChatGPT indicated a significant higher number of additional examinations compared to practitioners (p = 0.001). There was a significant agreement between practitioners and ChatGPT for the indication of some common examinations (audiometry, ultrasonography, biopsy, gastrointestinal endoscopy or videofluoroscopy). ChatGPT never indicated some important additional examinations (PET–CT, voice quality assessment, or impedance-pH monitoring). ChatGPT reported highest performance in the proposition of the primary (90%) or the most plausible differential diagnoses (65%), and the therapeutic options (60–68%). The ChatGPT performance in the indication of additional examinations was lowest.

Conclusions

ChatGPT is a promising adjunctive tool in LHN practice, providing extensive documentation about disease-related additional examinations, differential diagnoses, and treatments. The ChatGPT is more efficient in diagnosis and treatment, rather than in the selection of the most adequate additional examination.

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Data availability

Data are available on request.

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Funding

None.

Author information

Authors and Affiliations

Authors

Contributions

JRL design, acquisition of data, data analysis and interpretation, drafting, final approval, and accountability for the work; final approval of the version to be published; agreement to be accountable for all aspects of the work in ensuring that questions related to the accuracy or integrity of any part of the work are appropriately investigated and resolved. BG design, acquisition of data, data analysis and interpretation, agreement to be accountable for all aspects of the work in ensuring that questions related to the accuracy or integrity of any part of the work are appropriately investigated and resolved. SH design, final approval, and accountability for the work; final approval of the version to be published; agreement to be accountable for all aspects of the work in ensuring that questions related to the accuracy or integrity of any part of the work are appropriately investigated and resolved. CMC-E design, acquisition of data, data analysis and interpretation, final approval, and accountability for the work; final approval of the version to be published; agreement to be accountable for all aspects of the work in ensuring that questions related to the accuracy or integrity of any part of the work are appropriately investigated and resolved.

Corresponding author

Correspondence to Jerome R. Lechien.

Ethics declarations

Conflict of interest

Prof. Jerome LECHIEN is Associate Editor of the Special Issue "ChatGPT". Consequently, he was not the associate editor managing this paper.

Informed consent

Patients consented to participate to the study.

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Appendices

Appendix 1: Clinical case features and ChatGPT results

N

G

Age

Symptoms

History/medication

Clinical examination

Otolaryngologist consultation findings

Additional examinations

Diagnosis

Treatment

37

F

30

Recurrent throat pain fever and lymphadenopathy chronic dysphagia (5 years)

Tonsil abcess (2 times) treated with antibiotics

Grade III tonsils

Recurrent tonsil infections

Tonsillectomy

7

F

24

Globus, throat clearing, abdominal pain, postnasal drip/sticky mucus (2 years)

None

Tongue tonsil hypertrophy, laryngo-pharyngeal inflammation

HEMII-pH testing Negative allergy test

LPR

Diet, stress reduction, PPI/alginate

8

F

40

Dysphonia, globus, throat pain (6 months)

Suspected LPR

Vocal fold erythema laryngeal inflammation

Voice quality assessment

Suspected LPR

Diet, stress reduction, PPI/alginate

9

F

53

Dysphonia, dysphagia, throat clearing, throat mucus (> 1 year)

Ehlers Danlos

Coated/tongue, tonsil hypertrophy, laryngo-pharyngeal inflammation

Voice quality assessment

Suspected LPR

Diet, stress reduction, PPI/alginate

21

M

56

Right neck mass, weight loss (10 kg) dysphagia (6 months)

Alcohol/tobacco overuses (30 years)

Right piriform sinus exophytic mass

Neck CT, PetCT, biopsy, biology and nutrition check-up

Hypopharyngeal primary carcinoma

Oncological board discussion

23

F

32

Dysphonia post-thyroidectomy (1 month)

Thyroidectomy for goiter

Right vocal cord paralysis

Voice quality assessment

Vocal cord paralysis

Medialization, speech therapy

3

M

22

Left hearing loss, tinnitus, throat clearing, globus, cough (6 months)

Recurrent LPR recurrent otitis media

Bilateral ear retraction pocket, laryngo-pharyngeal inflammation

Audiometry, Tympanometry, naso-pharyngeal pH testing

Chronic otitis media, recurrent suspected LPR

Nasal saline irrigation, corticoids, diet, stress reduction, PPI/alginate

17

F

53

Chronic hoarseness, throat clearing, globus, sticky mucus (> 4 years)

Tobacco overuse (30 PY)

Bilateral Reinke edema (grade III), laryngo-pharyngeal inflammation

Voice quality assessment

Reinke edema

Stop tobacco, in-office laser surgery, speech therapy

5

M

39

Recurrent throat clearing, postnasal drip, sticky mucus (> 3 years)

Nasopharyngeal reflux (Restech)

Mulberry turbinate, and hypertrophy laryngeal inflammation

Normal sinus CT Nasopharyngeal Reflux

Recurrent/chronic LPR

Drug change: magaldrate to alginate, continue diet and stress reduction

1

F

33

Left cervical painful mass (3 months)

Asthma

Submandibular mass

Neck US, MRI and biology

Salivary lithiasis

NSAID, pilocarpin, sialadenoscopy

10

F

24

Dysphonia, dysphagia, throat sticky mucus (> 12 months)

Tonsillectomy vocal cord nodules

Vocal cord nodules, laryngopharyngeal inflammation

Voice quality assessment

Vocal cord nodules suspected chronic LPR

Diet, stress reduction, PPI/alginate, Speech therapy

20

F

32

Sudden dysphonia after crying (1 weeks)

Voice professional

Right vocal cord hemorrhage

Voice quality assessment

Vocal cord hemorrhage

In-office laser cauterization

14

M

53

Dysphonia, cough, sticky mucus, throat clearing (24 months)

Septoplasty, Nonacid naso-pharyngeal reflux

Postnasal drip Laryngopharyngeal inflammation

Nasopharyngeal pH testing: nonacid nasopharyngeal reflux

LPR

Diet, stress reduction, alginate only

2

M

65

Hearing loss throat clearing, globus (6 months)

External ear stenosis, GERD

Bilateral total EED stenosis, laryngeal inflammation

Audiometry (bone) ear CT

Bilateral EED stenosisn acute suspected LPR

Canaloplasty diet, stress reduction, PPI/alginate

12

F

54

Dysphagia, globus, heartburn tinnitus (> 15 months)

Breast cancer, COPD, hypo-thyroidism

Inferior turbinate hypertrophy, laryngo-pharyngeal inflammation

Voice quality assessment, audiometry, tympanometry

Eustachian tube dysfunction, suspected LPR

Diet, stress reduction, PPI/alginate

13

M

67

Cough, throat pain, postnasal drip, globus (7 months)

Nonacid LPR (HEMII-pH)

Coated tongue, tonsil erythema, laryngeal inflammation

HEMII-pH: nonacid LPR

LPR

Diet, stress reduction, alginate only

15

F

62

Dry mouth, sticky mucus, cough, globus follow-up (> 6 months)

Recurrent suspected LPR aspecific laryngitis

Sticky mucus, tongue tonsil edema laryngeal inflammation

Biology: positive for chlamydia pneumonia

Resistant LPR to PPI, infectious laryngitis

Diet, stress reduction, alginate, antibiotics (clarithromycin)

16

M

27

Globus, dysphonia, sticky mucus, left nasal obstruction, halitosis (> 19 months)

Hearth insufficiency ineffective PPI-therapy

Left septal deviation laryngopharyngeal inflammation

Normal sinus CT nonacid naso-pharyngeal reflux

Recurrent/chronic nonacid LPR

Diet, stress reduction, alginate only

18

M

51

Dysphonia, suspicion of vocal fold paralysis, globus, throat clearing (6 months)

Crohn, COVID-19 suspected LPR

Left vocal fold polyp laryngopharyngeal inflammation

Voice quality assessment

Left vocal fold polyp suspected LPR

In-office laser polyp surgery, speech therapy, diet/stress, alginate

24

M

56

Recurrent laryngeal cancer after primary chemoradiation (cT3 carcinoma)

Alcohol/tobacco overuses

Persistent carcinoma 5 months after the treatment

PetCT and biopsy: resistant carcinoma

Laryngeal carcinoma resistant to chemoradiation

Salvage laryngectomy

11

F

65

Hypoacusis, dysphonia, dysphagia, sticky mucus (> 9 months)

Recurrent chronic otitis media

Adenoid hypertrophy, chronic otitis media, laryngeal inflammation

Audiometry, Tympanometry, voice quality assessment

Chronic otitis media, LPR, Eustachian tube dysfunction

Diet, stress reduction, PPI/alginate, nasal saline irrigation and corticoids

30

M

70

Bilateral odynophagia, otalgia (6 months)

None

Bilateral stylo-hyoid calcified ligaments

Neck CT scan

Eagle syndrome

Transoral robotic styloidectomy

27

F

50

Chronic cough, negative pH testing, normal pulmonary examinations

None

Laryngopharyngeal hypersensitivity

HEMII-pH testing: negative

Laryngeal hypersensitivity

Amitryptilin, GABA pentin, or superior laryngeal nerve infiltration

6

M

75

Nasal congestion, heartburn, dysphonia (> 12 months)

Nasopharyngeal reflux, (Restech)

Laryngopharyngeal hypersensitivity and inflammation

Normal sinus CT Nasopharyngeal reflux

Nasopharyngeal reflux

Diet, stress reduction, PPI/alginate, nasal saline irrigation and corticoids

39

F

38

Dysphonia, dysphagia, cough, globus, sticky mucus (4 years)

Thyroidectomy diabetes, arthrosis

Normal vocal cord mobility, laryngeal inflammation

HEMII-pH testing voice quality assessment

Suspected LPR

Diet, stress reduction, PPI/alginate

4

F

71

Sudden smell loss, globus, dry eyes, sticky mucus, throat clearing (7 months)

COVID-19

Dry eyes, coated tongue, Laryngopharyngeal inflammation

Psychophysical evaluations

Postviral OD suspected LPR

Olfactory cleft PRP injection, diet, stress reduction, PPI/alginate

25

F

66

cT3 supraglottic cancer, weight loss (6 kg), dysphagia

Radiotherapy for supraglottic cancer

Epiglottis carcinoma

Neck CT, PetCT Biopsy: carcinoma

Second supraglottis carcinoma

Salvage surgery

(10 years), hypertension

26

F

49

Aspirations, cough, globus, throat, sticky mucus (9 months)

None

Coated tongue, normal FEES, laryngeal inflammation

Videofluoroscopy

Suspected LPR

Diet, stress reduction, PPI/alginate

40

F

45

Singer with difficulty to reach high-pitch sounds (6 months)

Thyroidectomy (12 months), hip prosthesis (2 years)

Normal vocal cord mobility, hyposensitivity right tongue base

Voice quality assessment

Superior laryngeal nerve injury during surgery

Speech therapy

19

F

61

Right parotid tumor, progressive growth (6 months)

Gastritis HIV, pacemaker

Right parotid mass

Neck MRI and CT cytology (US)

Parotid lympho-epithelial cyst

Imaging and cytology

22

F

36

20 kg loss after a diet, dysphonia, voice fatigue (3 months)

None

Glottal insufficiency

Voice quality assessment

Glottis insufficiency

Speech therapy, vocal cord augmentation

28

F

36

Dysphonia, voice fatigue (6 months)

Asthma, inhaled corticosteroids (9 months)

Vocal fold dryness, sticky mucus

Voice quality assessment

Laryngitis post-inhaled corticosteroids

Stop inhaled corticoids/change drugs

29

M

66

Bilateral vocal cord paralysis post-thyroidectomy, tracheotomy, Wish for decannulation

Thyroid cancer Thyroidectomy Tracheotomy

Bilateral vocal cord paralysis in adduction

Neck CT scan

Bilateral vocal cord paralysis

Bilateral CO2 anterior crico-arytenoidectomy

33

M

40

Progressive dyspnea when playing trumpet, neck mass, dysphagia (9 months)

None

Left laryngeal ventricle hypertrophy, left neck mass

Neck CT

Laryngocele

Surgery

34

M

70

Dysphagia, globus, throat pain (1 year)

Cervical arthro-desis (1 year), diabetes, hypertension

FEES: normal

Videofluoroscopy neck CT

Arthrodesis-related dysphagia (iatrogenic)

Speech therapy (swallowing)

38

M

20

Left tonsil ulceration (3 months)

Oral sexual practice

Left tonsil ulceration

Biology (sexual diseases), biopsy and culture

Syphilis

Antibiotics

35

F

36

Dysphonia, throat pain voice professional (12 months)

Vocal cord nodule surgery (12 mo)

Lack of vibration of vocal cord

Voice quality assessment

Vocal fold scars

Speech therapy, resection of scars, PRP injection

36

F

41

Sudden dysphonia (12 months)

Diabetes, burnout

Normal cough, aphonia, NFN

Voice quality assessment

Psychogenic dysphonia

Speech therapy, psychotherapy

31

F

66

Recurrent dysphagia, globus, weight loss, telangiectasia (3 years)

Resistant LPR to PPI, alginate, magaldrate

Telangiectasia (fingers), laryngeal inflammation

Manometry, GI, biology (immun), biopsy

CREST syndrome esophageal scleroderma

Vasodilators, immunosuppressant

32

F

34

Dysphonia, arthralgia, voice professional (> 12 months)

None

Orange nodules on vocal cord

Voice quality assessment, biology (autoimmun), biopsy

Bamboo nodes rheumatoid polyarthritis

Corticoids, speech therapy

  1. The additional examinations in italics consisted of results of examination at the consultation time
  2. COPD chronic obstructive pulmonary disease, COVID-19 coronavirus disease 2019, CRS(w)NP chronic rhinosinusitis (without) nasal polyposis, CT computed tomography, EMG electromyography, FEES fiberoptic endoscopic evaluation of swallowing, FESS functional endoscopic sinus surgery, EED external ear duct, ETD Eustachian tube dysfunction, GERD gastroesophageal reflux disease, GI gastrointestinal endoscopy, LPRD laryngopharyngeal reflux disease, MRI magnetic resonance imaging, NFN normal nasofibroscopy, NSAID non-steroidal anti-inflammatory drug, OD olfactory dysfunction, OSAS obstructive sleep apnea syndrome, PPI proton pump inhibitors, PRP platelet-rich plasma, PY pack/year, US ultrasonography

Appendix 2: ChatGPT findings regarding clinical cases

N

Otolaeryngologist

ChatGPT

Diagnosis

Additional examination

Differential diagnosis

Treatment regarding the clinical presentation

37

Recurrent tonsil infections

Throat culture, Neck CT or MRI, PSG

Chronic tonsillitis, tonsillar hypertrophy, tonsilloliths

Antibiotics, tonsillectomy

7

LPR

Sinus CT, sinus X-ray, biology (CRP)

Acute sinusitis, GERD, upper aerodigestive tract infection, COPD, viral bronchitis

PPI and H2 blockers diet and stress management

8

Suspected LPR

Sinus CT, X-ray, biology (CRP)

Acute sinusitis, GERD, laryngopharyngeal infection, COPD, viral bronchitis

PPI and H2 blockers diet and stress management

9

Suspected LPR

Neck CT, prick test, genetics for Ehlers Danlos swallowing study, GI

LPR, chronic pharyngitis, vocal cord dysfunction, eosinophilic esophagitis, oral candidosis, tongue tonsillitis

Speech therapy, PPI and H2 blockers diet and stress management

21

Hypopharyngeal primary carcinoma

Biopsy, neck CT or MRI

Laryngeal or pharyngeal carcinoma, metastasis, benign mass, granulomatosis, pseudotumor

Biopsy, neck CT or MRI

23

Vocal cord paralysis

EMG, Neck CT and MRI

Recurrent laryngeal nerve injury

Speech therapy, medialization, thyroplasty, reinnervation

3

Chronic otitis media, recurrent suspected LPR

Audiometry, Tympanometry pH metry, GI, throat bacteriology

Chronic otitis media (effusion/suppurative), cholesteatoma, tympanosclerosis

Nasal corticoids or transtympanic tube, allergy checkup

17

Reinke edema

Vocal cord biopsy, stroboscopy, lung testing (spirometry)

Reinke edema, vocal cord dysfunction, vocal cord polyps, bilateral vocal cord nodules

Vocal hygiene, speech therapy, smoking cessation, surgery

5

Recurrent/chronic LPR

pH metry, GI, neck CT, sinus/throat cultures

GERD, unspecified CRS, allergic rhinitis, LPR, Chronic tonsilitis

PPI and H2 blockers diet and stress management

1

Salivary lithiasis

Neck US, MRI, BIOLOGY, Prick skin tests

Adenitis, abcess, adenopathy, parotidis, thyroiditis

Hot compress, pilocarpin, Surgery

10

Vocal cord nodules Suspected chronic LPR

Neck CT, voice quality assessment, allergy testing

Vocal cord nodules, vocal cord polyps, GERD, LPR, chronic laryngitis

Corticoids, voice rest, PPI and H2 blockers diet and stress management

20

Vocal cord hemorrhage

None

Vocal cord hemorrhage

Voice rest, anti-inflammatory drugs, vocal cord abuse reduction

14

LPR

Neck CT, throat cultures, allergy tests

Acute laryngitis, chronic laryngitis, GERD, COPD, vocal cord nodules

PPI and H2 blockers diet and stress management

2

Bilateral EED stenosis, acute suspected LPR

Ear CT pH metry, GI, throat bacteriology

EED stenosis, Chronic otitis media, Presbycusis, ETD, GERD, CRS, allergic rhinitis, LPR, chronic tonsilitis

Canaloplasty, balloon dilatation, saline irrigation, skin flap, PPIs, H2 blockers, diet/stress management

12

Eustachian tube dysfunction, suspected LPR

Neck CT, thyroid function tests

LPR, unspecified CRS, hypothyroidism, bronchitis, cancer-related symptoms (unspecified?)

PPI and H2 blockers, diet and stress management, nasal decongestants, antibiotics and corticoids

13

LPR

Neck CT, throat swab, allergy testing

Chronic tonsilitis, chronic pharyngitis, GERD, LPR

PPI and H2 blockers diet and stress management

15

Resistant LPR to PPI, infectious laryngitis

Neck CT, salivary gland function test, Allergy, polysomnography

CRSwNP, chronic tonsilitis, GERD, OSAS, Sjögren syndrome

PPI and H2 blockers, stress reduction, diet, antibiotics

16

Recurrent/chronic nonacid LPR

Esophageal manometry, pH Metry, allergy

LPR, GERD, CRSwNP, chronic tonsilitis, postnasal drip

PPI and H2 blockers, stress reduction, diet, nasal saline irrigation and corticosteroids

18

Left vocal fold polyp suspected LPR

Neck CT laryngeal biopsy

LPR, CRSwNP, allergic rhinitis, vocal fold polyp, vocal fold nodules

Polypectomy/resection of mass, corticoids, speech therapy

24

Laryngeal carcinoma resistant to chemoradiation

Neck CT or MRI, oncological board assessment

Persistent carcinoma

Salvage surgery, immunotherapy, clinical trials, palliative

11

Chronic otitis media, LPR, Eustachian tube dysfunction

Throat swab culture, audiometry, swallowing study, GI

Laryngitis, chronic pharyngitis, otitis media, GERD,

Speech therapy, PPI and H2 blockers, diet and stress management, GERD-surgery

30

Eagle syndrome

Neck CT or MRI

Tonsilloliths, tonsillar hypertrophy, chronic pharyngitis, GERD

PPIs, H2 blockers, diet/stress management, saltwater gargles, good oral hygiene/hydration, tonsillectomy

27

Laryngeal hypersensitivity

pH testing, manometry, allergy, inhaled broncho-dilators, methacholine test

Cough variant asthma, GERD, LPR

PPIs, inhaled corticoids, speech therapy

6

Nasopharyngeal reflux

RAST (IgE), nasal cytology (eosinophiles), sinus CT

LPR, allergic rhinitis, CRSNP

Speech therapy PPI and H2 blockers

39

Suspected LPR

pH study, GI, allergy evaluation

LPR, chronic laryngitis, allergic rhinitis

PPIs, H2 blockers, diet/Stress management, speech therapy

4

Postviral OD suspected LPR

Psychophysical evaluations, sinus X-ray, neck CT, biology (B12 level, CRP)

Postviral OD, CRSNP, CRSwNP, neurodegenerative disease, autoimmun disease

PPIs, H2 blockers, diet/stress management

25

Second supraglottic carcinoma

Neck CT or MRI, biopsy

Supraglottic carcinoma

Radiation, chemotherapy or chemoradiotherapy, surgery, immunotherapy

26

Suspected LPR

pH testing, EMG

LPR, chronic laryngitis, laryngeal hypersensitivity, postnasal drip, chronic tonsilitis

Diet, stress reduction, mucolytics, nasal corticoids, antihistamine, PPIs, H2 blockers, laryngeal desensitization (breath)

40

Superior laryngeal nerve injury during surgery

EMG, Neck CT and MRI, neurological consultation

Superior laryngeal nerve dysfunction, hypoglossal dysfunction, vocal cord muscle atrophy

Speech therapy, nerve reconstruction

19

Parotid lympho-epithelial cyst

Neck US, CT, cytology, biology (CRP)

Peiomorphic or Whartin tumor, malignancy, lymph node, metastasis

Surgery

22

Glottis insufficiency

None

Muscle atrophy, vocal cord paresis, psychogenic dysphonia, vocal fold lesions

Biology (autoimmun diseases), speech therapy, psychological support

28

Laryngitis post-inhaled corticosteroids

Lung assessment

Vocal cord dysfunction, Reinke edema, vocal cord nodules, vocal cord polyps, muscle tension dysphonia

Continue asthma treatment

29

Bilateral vocal cord paralysis

Bilateral vocal cord paralysis (adduction) and permanent tracheotomy

Vocal cord lateralization, speech therapy, electrolarynx,

33

Laryngocele

Neck CT or MRI, biopsy

Laryngeal papillomatosis, laryngeal cancer, laryngocele, lymphadenopathy

Surgery, radiation, voice therapy

34

Arthrodesis-related dysphagia (iatrogenic)

Esophageal manometry, videofluoroscopy, endoscopic US, biopsy

Achalasia, esophageal stricture, esophageal spasm, esophageal cancer

Calcium channel blockers, nitrates, or botulinum toxin injections, esophageal dilatation, surgery or chemoradiation

38

Syphilis

Throat culture, Neck CT or MRI, biopsy

Bacterial or viral tonsillitis, tonsil abscess, HPV infection, cancer

Antibiotics, analgesics

35

Vocal fold scars

Neck CT or MRI, EMG

Vocal fold scar, granuloma, Reinke edema, vocal cord paresis,

Speech therapy, corticoids, surgery of the lesion

36

Psychogenic dysphonia

EMG and psychological evaluation

Functional dysphonia, muscle tension dysphonia, conversion disorder, vocal fold paresis or spasmodic dystonia

Speech therapy, psychotherapy, muscle relaxants

31

CREST syndrome scleroderma

GI, biology

Scleroderma, GERD

HE blockers, prokinetic, esophageal dilatation

32

Bamboo nodes rheumatoid arthritis

Reinke edema, vocal cord polyps

Speech therapy, vocal cord surgery (removal of lesion)

  1. COPD chronic obstructive pulmonary disease, COVID-19 coronavirus disease 2019, CRS(w)NP chronic rhinosinusitis (without) nasal polyposis, CT computed tomography, EMG electromyography, FEES fiberoptic endoscopic evaluation of swallowing, FESS functional endoscopic sinus surgery, EED external ear duct, ETD Eustachian tube dysfunction, GERD gastroesophageal reflux disease, GI gastrointestinal endoscopy, LPRD laryngopharyngeal reflux disease, MRI magnetic resonance imaging, NFN normal nasofibroscopy, NSAID non-steroidal anti-inflammatory drug, OD olfactory dysfunction, OSAS obstructive sleep apnea syndrome, PPI proton pump inhibitors, PRP platelet-rich plasma, PY pack/year, US ultrasonography

Appendix 3: Main diagnoses

Primary diagnoses

Easy

Moderate

Difficult

Total

ACCS 6–14

ACCS 15–23

ACCS 24–30

Laryngeal disorders

 Chronic suspected or confirmed laryngopharyngeal reflux

6

7

1

14

 Vocal fold polyp, hemorrhage, nodules or scarring

2

1

1

4

 Acute suspected or confirmed laryngopharyngeal reflux

2

1

0

3

 Recurrent suspected or confirmed laryngopharyngeal reflux

1

2

0

3

 Unilateral or bilateral vocal cord paralysis

1

0

1

2

 Bacterial laryngitis

0

1

0

1

 Reinke edema

1

0

0

1

 Bamboo nodes (vocal folds)

0

0

1

1

 Glottis insufficiency

0

0

1

1

 Laryngeal primary hypersensitivity

0

1

0

1

 Iatrogenic laryngitis

0

0

1

1

 Laryngocele

0

0

1

1

 Iatrogenic laryngeal superior nerve injury

0

0

1

1

 Psychogenic dysphonia

0

0

1

1

Swallowing disorders

 Cervical arthrodesis inducing iatrogenic dysphagia

0

0

1

1

 Eagle syndrome

0

1

0

1

 Esophageal scleroderma (CREST syndrome)

0

0

1

1

 Recurrent tonsil infection

1

0

0

1

Head and neck disorders

 Salivary lymphoepithelial cyst

0

0

1

1

 Salivary lithiasis

1

0

0

1

 Hypopharyngeal primary carcinoma

1

0

0

1

 Supraglottic laryngeal carcinoma (resistant to radiation)

0

1

0

1

 Second laryngeal carcinoma

0

0

1

1

 Pharyngeal syphilitic ulceration

0

0

1

1

Associated otological or rhinological conditions

    

 Chronic otitis media

1

1

0

2

 Eustachian tube dysfunction

0

2

0

2

 Postviral olfactory dysfunction

0

1

0

1

 Rheumatoid polyarthritis

0

0

1

1

 Bilateral ear external duct stenosis

1

0

0

1

  1. ACCS Amsterdam Clinical Challenge Scale test

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Lechien, J.R., Georgescu, B.M., Hans, S. et al. ChatGPT performance in laryngology and head and neck surgery: a clinical case-series. Eur Arch Otorhinolaryngol 281, 319–333 (2024). https://doi.org/10.1007/s00405-023-08282-5

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