Performance of artificial intelligence chatbots in sleep medicine certification board exams: ChatGPT versus Google Bard.

PURPOSE: To conduct a comparative performance evaluation of GPT-3.5, GPT-4 and Google Bard in self-assessment questions at the level of the American Sleep Medicine Certification Board Exam. METHODS: A total of 301 text-based single-best-answer multiple choice questions with four answer options each, across 10 categories, were included in the study and transcribed as inputs for GPT-3.5, GPT-4 and Google Bard. The first output responses generated were selected and matched for answer accuracy against the gold-standard answer provided by the American Academy of Sleep Medicine for each question. A global score of 80% and above is required by human sleep medicine specialists to pass each exam category. RESULTS: GPT-4 successfully achieved the pass mark of 80% or above in five of the 10 exam categories, including the Normal Sleep and Variants Self-Assessment Exam (2021), Circadian Rhythm Sleep-Wake Disorders Self-Assessment Exam (2021), Insomnia Self-Assessment Exam (2022), Parasomnias Self-Assessment Exam (2022) and the Sleep-Related Movements Self-Assessment Exam (2023). GPT-4 demonstrated superior performance in all exam categories and achieved a higher overall score of 68.1% when compared against both GPT-3.5 (46.8%) and Google Bard (45.5%), which was statistically significant (p value < 0.001). There was no significant difference in the overall score performance between GPT-3.5 and Google Bard. CONCLUSIONS: Otolaryngologists and sleep medicine physicians have a crucial role through agile and robust research to ensure the next generation AI chatbots are built safely and responsibly.

Palate surgery for obstructive sleep apnea: a 17-year meta-analysis.

OBJECTIVES: Systematic review of palate surgery for the treatment of OSA. METHODS: Independent searches to identify publications relevant to OSA treatment and upper airway palate surgery. All relevant studies published between January 2001 and February 2018 were included. Inclusion criteria were adult patients, documented airway evaluation methods and absent hypopharyngeal collapse. Outcomes included success rates of treatment, AHI, Epworth scale, QOL and snoring VAS. RESULTS: Fifty-nine papers with a total of 2715 patients, UPPP accounted for 16.7% of all the procedures. Evident differentiation progressing from 2001 to 2018, from 2001 to 2010, the percentage of UPPP procedures were 25.67%, from 2011 to 2018, there were only 12.6% of UPPP procedures. The average follow up was 8.18 months. Meta-analysis on the AHI change for all procedures, showed the fixed effect AHI per follow-up (FU) month change was 1.45 (95% CI 1.33, 1.8), p < 0.001; while for ESS, the fixed effect AHI per FU month change was 0.61 (95% CI 0.56, 0.66), p < 0.001. The mean decrease in AHI was from 35.66 to 13.91 (p < 0.001). The mean decrease in ESS was from 11.65 to 5.08 (p < 0.001). The mean AHI change was 19.9 (p < 0.001). The mean ESS change was 5.8 (p < 0.001). The overall pooled success rate was 67.5%. Meta-analysis of the procedures, showed that the respective mean AHI reduction was 24.7 for the anterior palatoplasty (p = 0.015), 19.8 for the lateral/expansion pharyngoplasty (p = 0.046), and 17.2 for the uvulopalatopharyngoplasty (p = 0.360). CONCLUSIONS: Better understanding of the upper airway and objective airway evaluation diagnostic techniques and innovative palate surgeries have improved success rates of OSA surgery.

Kimura's disease of the parapharyngeal space.

Kimura's disease is a fairly uncommon inflammatory condition of unknown etiology. It classically presents in young Asian males as tumorlike subcutaneous nodules in the head and neck with associated lymphadenopathy, peripheral eosinophilia, and an elevated serum IgE level. Kimura's disease affects the subcutaneous tissues, salivary glands, and lymph nodes; less common sites in the head and neck include the eyelid and tympanic membrane. We report a case of Kimura's disease of the parapharyngeal space in a 42-year-old Chinese woman. To the best of our knowledge, this is the first report of Kimura's disease at this site.

Thoracic ranula: an extremely rare case.

We present the first case of a thoracic ranula which originated from the left submandibular area extending into the subcutaneous tissue planes of the anterior chest wall. The patient had a history of surgery for a previous benign left salivary gland cyst, and presented with an enlarging mass in the anterior chest wall. This was a recurrence of a ranula, with an extension into the anterior thoracic wall. The thoracic ranula was excised, together with ipsilateral sublingual and submandibular glands, via a transcervical approach. No recurrence was detected over a 3-year post-operative follow up.

CSF otorrhea complicating temporal bone osteoradionecrosis in a patient with nasopharyngeal carcinoma.

A 44-year-old Chinese man with a history of nasopharyngeal carcinoma that was treated with radiotherapy presented with fluid in the middle ear. We performed a myringotomy and subsequently made a diagnosis of cerebrospinal fluid (CSF) leakage secondary to osteoradionecrosis of the temporal bone. To the best of our knowledge, this is only the second reported case of an otogenic CSF leak resulting from osteoradionecrosis of the temporal bone. This case highlights the controversial role of myringotomy in the management of CSF otorrhea.

Paediatric obstructive sleep apnoea: is a polysomnogram always necessary?

Obstructive sleep apnoea (OSA) is a common entity in children, most present with sleep disturbances such as snoring, choking during sleep, enuresis, restless sleep, or apnoeic spells. Other symptoms include poor school performance, hyperactivity, failure to thrive, heart failure and cor pulmonale. Most authors would concur that the polysomnogram (PSG) is the gold standard for the diagnosis of OSA, and that adenotonsillectomy is the surgical procedure of choice, with high curative rates and relatively low morbidity. Close post-operative monitoring of all children with OSA cannot be over-emphasized. The focus has been, traditionally, to anticipate post-operative airway and respiratory complications in this group of children. We present 73 children with clinical OSA and 36 children with proven OSA on PSG, with only one child having respiratory complications (mixed apnoea), and all with uneventful recovery. In view of our low complication rates, low post-operative morbidity, cost and facility factor, the need for a mandatory overnight PSG pre-operatively is questioned, and clinical criteria for performing a PSG preoperatively are suggested.

A rare case of a foreign body migration from the upper digestive tract to the subcutaneous neck.

Ingested foreign bodies are not unusual in Singapore. The most common of these objects are fish bones, which typically become lodged in the tonsils or in the base of the tongue. We report a rare case of an ingested fish bone that migrated from the upper digestive tract and into the soft tissues of the neck just below the skin.

Nasal septal abscess: an unusual complication of acute spheno-ethmoiditis.

Nasal septal abscess complicating acute sinusitis is rare. There have been very few reports in the literature of this condition. We present a 12-year old-male with a nasal septal abscess complicating acute pansinusitis.

Parapharyngeal space tumours: an 18 year review.

Parapharyngeal space tumours account for only 0.5 per cent of all head and neck tumours. Due to their inherent location, they present with varied non-specific signs and symptoms, resulting in a delay in diagnosis and unnecessary procedures, such as a 'tonsillectomy' or 'incision and drainage' of a 'quinsy'. Thirty-one patients, operated on over an 18-year period (1981 to 1998), in the Department of Otolaryngology, Singapore General Hospital, are presented. Their ages ranged from 21 to 86 years, with a mean of 52 years, with equal sex distribution. The commonest aetiology was a deep lobe of parotid tumour (44 per cent), followed by neurilemmomas (18 per cent), there was only one paraganglioma. The transcervical and transparotid approaches were the commonest used. The mean surgical time was three hours, mean hospital stay was 5.3 days and post-operative complications were minimal. The average follow-up time was 5.6 years. Although parapharyngeal space tumours are uncommon, recognizing them would enable the correct sequence of investigations, instead of unnecessary procedures resulting in an increased morbidity for the patient.

Metachronous adenocarcinoma of the maxillary sinuses: a rare entity.

Malignant tumours of the nasal cavities and paranasal sinuses are uncommon. They constitute less than one per cent of all tumours and less than three per cent of head and neck tumours. Although multiple primary carcinomas of the aerodigestive tract are commonly reported, metachronous maxillary sinus carcinomas are rare. To date, all of these cases reported are of squamous cell origin. The incidence of metachronous maxillary carcinoma involving both sinuses is in the range of 1.4 per cent amongst patients with maxillary carcinoma. We present the first reported case, to our knowledge, of a patient with metachronous adenocarcinoma of the maxillary sinus.