Gender Bias in Artificial Intelligence-Written Letters of Reference.

OBJECTIVE: Letters of reference (LORs) play an important role in postgraduate residency applications. Human-written LORs have been shown to carry implicit gender bias, such as using more agentic versus communal words for men, and more frequent doubt-raisers and references to appearance and personal life for women. This can result in inequitable access to residency opportunities for women. Given the known gendered language often unconsciously inserted into human-written LORs, we sought to identify whether LORs generated by artificial intelligence exhibit gender bias. STUDY DESIGN: Observational study. SETTING: Multicenter academic collaboration. METHODS: Prompts describing identical men and women applying for Otolaryngology residency positions were created and provided to ChatGPT to generate LORs. These letters were analyzed using a gender-bias calculator which assesses the proportion of male- versus female-associated words. RESULTS: Regardless of the gender, school, research, or other activities, all LORs generated by ChatGPT showed a bias toward male-associated words. There was no significant difference between the percentage of male-biased words in letters written for women versus men (39.15 vs 37.85, P = .77). There were significant differences in gender bias found by each of the other discrete variables (school, research, and other activities) chosen. CONCLUSION: While ChatGPT-generated LORs all showed a male bias in the language used, there was no gender bias difference in letters produced using traditionally masculine versus feminine names and pronouns. Other variables did induce gendered language, however. ChatGPT is a promising tool for LOR drafting, but users must be aware of potential biases introduced or propagated through these technologies.

Portrait of a Surgeon: Artificial Intelligence Reflections.

Text-to-image artificial intelligence (AI) programs are popular public-facing tools that generate novel images based on user prompts. Given that they are trained from Internet data, they may reflect societal biases, as has been shown for text-to-text large language model programs. We sought to investigate whether 3 common text-to-image AI systems recapitulated stereotypes held about surgeons and other health care professionals. All platforms queried were able to reproduce common aspects of the profession including attire, equipment, and background settings, but there were differences between programs most notably regarding visible race and gender diversity. Thus, historical stereotypes of surgeons may be reinforced by the public's use of text-to-image AI systems, particularly those without procedures to regulate generated output. As AI systems become more ubiquitous, understanding the implications of their use in health care and for health care-adjacent purposes is critical to advocate for and preserve the core values and goals of our profession.

Reconstruction for Salvage Laryngectomy With Limited Pharyngectomy.

Importance: Closure technique for optimization of postoperative and functional outcomes following salvage laryngectomy remains an area of debate among head and neck surgeons. Objective: To investigate the association of salvage laryngectomy closure technique with early postoperative and functional outcomes. Design, Setting, and Participants: This retrospective cohort study included patients from 17 academic, tertiary care centers who underwent total laryngectomy with no or limited pharyngectomy after completing a course of definitive radiotherapy or chemoradiotherapy with curative intent between January 2011 and December 2016. Patients with defects not amenable to primary closure were excluded. Data were analyzed from February 14, 2021, to January 29, 2024. Exposures: Total laryngectomy with and without limited pharyngectomy, reconstructed by primary mucosal closure (PC), regional closure (RC), or free tissue transfer (FTT). Main Outcomes and Measures: Patients were stratified on the basis of the pharyngeal closure technique. Perioperative and long-term functional outcomes were evaluated with bivariate analyses. A multivariable regression model adjusted for historical risk factors for pharyngocutaneous fistula (PCF) was used to assess risk associated with closure technique. Relative risks (RRs) with 95% CIs were determined. Results: The study included 309 patients (256 [82.8%] male; mean age, 64.7 [range, 58.0-72.0] years). Defects were reconstructed as follows: FTT (161 patients [52.1%]), RC (64 [20.7%]), and PC (84 [27.2%]). A PCF was noted in 36 of 161 patients in the FTT group (22.4%), 25 of 64 in the RC group (39.1%), and 29 of 84 in the PC group (34.5%). On multivariable analysis, patients undergoing PC or RC had a higher risk of PCF compared with those undergoing FTT (PC: RR, 2.2 [95% CI, 1.1-4.4]; RC: RR, 2.5 [95% CI, 1.3-4.8]). Undergoing FTT was associated with a clinically meaningful reduction in risk of PCF (RR, 0.6; 95% CI, 0.4-0.9; number needed to treat, 7). Subgroup analysis comparing inset techniques for the RC group showed a higher risk of PCF associated with PC (RR, 1.8; 95% CI, 1.1-3.0) and predominately pectoralis myofascial flap with onlay technique (RR, 1.9; 95% CI, 1.2-3.2), but there was no association of pectoralis myocutaneous flap with cutaneous paddle interposition with PCF (RR, 1.2; 95% CI, 0.5-2.8) compared with FTT with cutaneous inset. There were no clinically significant differences in functional outcomes between the groups. Conclusion and Relevance: In this study of patients with limited pharyngeal defects, interpositional fasciocutaneous closure technique was associated with reduced risk of PCF in the salvage setting, which is most commonly achieved by FTT in academic practices. Closure technique was not associated with functional outcomes at 1 and 2 years postoperatively.

Parental leave and family building experiences among head and neck surgeons in the United States: Career impact and opportunities for improvement.

BACKGROUND: The availability of paid parental leave is an important factor for retention and wellness. The experiences of head and neck surgeons with parental leave have never been reported. METHODS: A survey was electronically distributed to head and neck subspecialty surgeons in the United States. Responses were collected and analyzed. RESULTS: Male surgeons had more children and took significantly less parental leave than women. Thirty percent of respondents reported that parental leave negatively impacted compensation, and 14% reported a delay in promotion due to leave, which impacted women more than men. The vast majority reported they are happy or neutral about covering those on leave. Most respondents utilized paid childcare, and approximately one quarter of respondents spending 11%-20% of their income on childcare. CONCLUSIONS: This study illuminates the current disparities regarding parental leave-taking within the subspecialty of head and neck surgery in the United States. Women surgeons are more likely to be impacted professionally and financially.

Microvascular Free Flap Outcomes in Maxillectomy Defects from Invasive Fungal Sinusitis.

OBJECTIVES: Microvascular free tissue transfer is routinely used for reconstructing midface defects in patients with malignancy, however, studies regarding reconstructive outcomes in invasive fungal sinusitis (IFS) are lacking. We aim to describe outcomes of free flap reconstruction for IFS defects, determine the optimal time to perform reconstruction, and if anti-fungal medications or other risk factors of an immunocompromised patient population affect reconstructive outcomes. METHODS: Retrospective review of reconstruction for IFS (2010-2022). Age, BMI, hemoglobin A1c, number of surgical debridements, and interval from the last debridement to reconstruction were compared between patients with delayed wound healing versus those without. Predictor variables for delayed wound healing and the effect of time on free flap reconstruction were analyzed. RESULTS: Twenty-seven patients underwent free flap reconstruction for IFS. Three patients were immunocompromised from leukemia and 21 had diabetes mellitus (DM). Patients underwent an average of four surgical debridements for treatment of IFS. The interval from the last IFS debridement to flap reconstruction was 5.58 months (±5.5). Seven flaps (25.9%) had delayed wound healing. A shorter interval of less than 2 months between the last debridement for IFS and reconstructive free flap procedure was associated with delayed wound healing (Fisher Exact Test p = 0.0062). Other factors including DM, BMI, HgA1c, and bone reconstruction were not associated with delayed wound healing. CONCLUSION: Patients with maxillectomy defects from IFS can undergo microvascular-free flap reconstruction with good outcomes while on anti-fungal medication. Early reconstruction in the first 2 months after the last IFS debridement is associated with delayed wound healing. LEVEL OF EVIDENCE: 4 Laryngoscope, 134:1642-1647, 2024.

Surgery for Supraglottic Laryngeal Cancer.

Although total laryngectomy continues to be important treatment of supraglottic laryngeal cancer, the management of early-stage disease has evolved from primary radiation/chemoradiation to consideration of partial laryngectomy surgery. Surgeon experience and careful patient selection can lead to excellent oncologic and functional outcomes for these techniques. However, advanced stage tumors and salvage situations are challenging and the ability to eradicate disease and preserve function should be carefully considered. Contraindications to supraglottic laryngectomy depend on surgical approach, as do complications. With adequate patient selection, high rates of cure and function can be achieved with both open and transoral supraglottic laryngectomy procedures.

18 F-fludeoxyglucose positron emission computed tomography (18 F-FDG-PET/CT) versus 68 Ga-DOTATATE-PET/CT in patients with head and neck cancer: Comparisons and implications for treatment.

BACKGROUND: Tumor-specific molecular imaging in head and neck squamous cell carcinoma (HNSCC) is not well established. Somatostatin receptors (SSTRs) are found in solid tumors, including HNSCC. 68 Ga-DOTATATE, a commercially available radionuclide that binds SSTRs, may have utility in imaging HNSCC. METHODS: Patients with HNSCC received pretreatment imaging with 18 F-FDG-PET/CT and 68 Ga-DOTATATE. Imaging was compared for concordance. When available, surgical resection specimens were compared to pretreatment imaging findings. Historic HNSCC tumor specimens were assessed for both SSTR and p16/human papilloma virus (HPV) expression. RESULTS: Twenty patients were imaged. Fifteen had oropharyngeal cancer. Primary tumor site was concordant between imaging modalities for all patients. One of 45 lymph nodes was discordant. Retrospective specimen review showed a significant correlation with SSTR expression and HPV/p16 expression. No adverse events occurred. CONCLUSIONS: 68 Ga-DOTATATE imaging is safe and effective in HNSCC. SSTR expression may be increased in HPV-mediated tumors. Targeted therapies to SSTR should be explored.

Preoperative low-molecular weight heparin chemoprophylaxis in head and neck free flap reconstruction.

BACKGROUND: The safety of presurgical thromboprophylaxis using low molecular weight heparin (LMWH) has not been well described in head and neck oncologic surgery with free tissue transfer (HNS-FTT). METHODS: Retrospective chart review of HNS-FTT patients receiving versus not receiving presurgical subcutaneous enoxaparin (Px-LMWH) was performed. Outcomes included estimated blood loss (EBL), hematoma, flap compromise, DVT or pulmonary embolus (PE). Fisher's exact test and Wilcoxon Rank Sum test were performed to compare groups. Odds ratios and associated 95 % confidence intervals were provided as appropriate. RESULTS: 43 of 128 patients (34 %) received Px-LMWH. There was no significant difference in EBL, hematoma, or flap complications between groups. Patients without Px-LMWH had higher rates of DVT and PE, although the difference did not reach statistical significance (p = 1.00, 0.095, respectively). CONCLUSION: Presurgical Px-LMWH can be used in major head and neck reconstructive surgery without increased intraoperative blood loss or postoperative complications. Larger studies will need to be done to determine the impact of Px-LMWH on DVT and PE in this patient population.

Reducing morbidity in radial forearm free flap donor site: a review of closure techniques.

PURPOSE: Radial forearm free tissue transfer (RFFF) has been an extremely reliable reconstructive option for head and neck oncologic defects for over 30 years. With high reliability, interest has shifted in minimizing donor site morbidity, much of which results from closure techniques. RECENT FINDINGS: Portable negative pressure wound devices, newer dermal substitutes, and local flap techniques have improved donor site aesthetics and function. SUMMARY: Outcomes of the RFFF donor site may benefit from newer techniques in closure.

Management of the parotid for high-risk cutaneous squamous cell carcinoma: A review from the salivary section of the American Head and Neck Society.

BACKGROUND: Metastases to the parotid nodal basin in patients with high-risk cutaneous squamous cell carcinoma (HRcSCC) impact disease specific survival (DSS) and overall survival (OS). METHODS: A writing group convened by the Salivary Section of the American Head and Neck Society (AHNS) developed contemporary, evidence-based recommendations regarding management of the parotid nodal basin in HRcSCC based on available literature, expert consultation, and collective experience. The statements and recommendations were then submitted and approved by the AHNS Salivary Committee. RESULTS: These recommendations were developed given the wide variation of practitioners who treat HRcSCC in order to streamline management of the parotid nodal basin including indications for imaging, surgery, radiation, and systemic treatment options as well. CONCLUSIONS: This clinical update represents contemporary optimal management of the parotid nodal basin in HRcSCC and is endorsed by the Salivary Section of the AHNS.

Depression and Intolerance of Uncertainty: Association with Decisional Conflict in Otolaryngology Patients.

OBJECTIVE: To determine if anxiety, stress, depression, worry, and intolerance of uncertainty were related to pre-operative decisional conflict (DC), shared decision making (SDM), or demographic variables in adult otolaryngology surgical patients. METHODS: Consecutive adult patients meeting criteria for otolaryngological surgery were recruited and completed DC and SDM scales, Penn State Worry Questionnaire (PSWQ), Intolerance of Uncertainty Scale (IUS-12), and Depression, Anxiety and Stress Scale-21 (DASS-21). RESULTS: The cohort included 118 patients, 61 (51.7%) males and 57 (48.3%) females. Surgery was planned for a benign process in 90 (76.3%) and 46 (39.3%) had previous otolaryngologic surgery. SDM and DC scores did not significantly differ across gender, age, education level, previous otolaryngologic surgery or whether or not surgery was for malignancy. Patients with no malignancy had significantly higher DASS-21 Stress scores (mean 12.94 vs 8.15, P < .05) and total IUS-12 scores (mean 28.63 vs 25.56, P = .004). Women had lower PSWQ scores (41.56 vs 50.87 for men, P = .006). IUS-12 and PSWQ declined with age. DC scores correlated positively with DASS-21 Depression (r = .256, P = .008) and IUS-12 scores (r = .214, P = .024). SDM correlated negatively with DASS-21 Depression (r = -.208, P = .030). Linear regression model for DC scores revealed a significant relationship with DASS depression (B = 0.674, P = .048). CONCLUSION: Preoperative decisional conflict is associated with increased depression and intolerance of uncertainty in adults undergoing otolaryngologic surgery. Screening for and management of depression, anxiety, and related concerns may improve surgical outcomes in this group.

Burnout in microvascular reconstructive otolaryngology - head and neck surgeons: Potential modifiable workplace factors.

BACKGROUND: Burnout has been previously assessed in head and neck microvascular reconstructive surgeons (HNMVS), but not in the context of modifiable workplace factors. METHODS: Anonymous, cross-sectional survey. The Abbreviated Maslach Burnout Inventory - Human Services Survey for Medical Personnel (aMBI-HSS) was utilized to assess emotional exhaustion (EE), depersonalization (DP), and personal achievement (PA). Modifiable risk factors were also evaluated. RESULTS: High risk of burnout by EE, DP, and PA was demonstrated in 24%, 9%, and 27% of respondents, respectively. EE was associated with <10% dedicated research time, lack of autonomy over clinic schedule, inadequate inpatient support, and lack of supportive clinical partner. DP was associated with >3 operative days, difficulty balancing academic commitments, and lack of supportive clinical partner. Dedicated research time and two or fewer days of block time were protective. CONCLUSIONS: Burnout was associated with several modifiable workplace factors. Addressing these may prevent moderate to severe burnout in HNMVS.

Comparison of fluid resuscitation weight-based dosing strategies in obese patients with severe sepsis.

OBJECTIVE: This study aims to compare the composite outcome of progression to septic shock between 30 mL/kg/ideal body weight (IBW) versus 30 mL/kg/non-IBW fluid resuscitation dosing strategies in obese patients with severe sepsis. METHODS: We retrospectively evaluated obese patients admitted to an academic tertiary care center for the management of severe sepsis. Patients were included if they had a fluid bolus order placed using the sepsis order set between Oct 2018 and Sept 2019. The primary objective was the composite of progression to septic shock, defined as either persistent hypotension within 3 h after the conclusion of the 30 mL/kg fluid bolus administration or the initiation of vasopressor(s) within 6 h of the bolus administration. RESULTS: Of 72 included patients, 49 (68%) were resuscitated using an IBW-based and 23 (32%) using a non-IBW-based dosing strategy. There were similar rates of progression to septic shock in the IBW and non-IBW groups (18% vs. 26%; p = 0.54). Median ICU and hospital LOS in the IBW group versus non-IBW group were (0 [IQR 0] vs. 0 [IQR 0 to 4] days; p = 0.13) and (6 [IQR 3 to 10] vs. 8 [IQR 5 to 12] days; p = 0.07), respectively. In-hospital mortality rates were similar between the groups. CONCLUSIONS: Our study results suggest that in obese septic patients, fluid administration using an IBW-dosing strategy did not affect the progression to septic shock.

Thrombocytosis Predicts Surgical Site Infection in Head and Neck Microvascular Surgery- A Pilot Study.

OBJECTIVE/HYPOTHESIS: Early and objective prediction of complications in head and neck reconstructive surgery could decrease morbidity and prolonged hospital stays but unfortunately most complications are not identified until their effect is fully realized. There are limited data regarding the association of platelet levels and post-operative complications. Post-operative thrombocytosis (POTCT) is proposed as a possible indicator for complications following free-flap reconstruction. STUDY DESIGN: Retrospective review. METHODS: A multisite retrospective chart review of patients undergoing free tissue transfer between 2013 and 2018 was undertaken. POTCT was recorded and data normalized between institutions. Data were compared between groups using t-tests and logistic regression (P < .05). A lag-1 difference was used to compare the rate of change in platelet values. RESULTS: A total of 398 patients were included. POTCT and a rate of change of 30 K between POD5 and POD6 was significantly associated with the presence of post-operative complication (P = .007). Additionally, lag-1 difference demonstrated a significant association of change in daily platelet counts and complication rates. CONCLUSIONS: Isolated POTCT may be an early predictor of complications in HNC patients undergoing free-flap reconstruction. LEVEL OF EVIDENCE: 4 Laryngoscope, 131:1542-1547, 2021.

Intraoperative vasopressors in head and neck free flap reconstruction.

INTRODUCTION: Historically, there were concerns vasopressors impair free flap outcomes, but recent studies suggest vasopressors are safe. Here we investigate this controversy by (1) evaluating vasopressors' effect on head and neck free-flap survival and surgical complications, and (2) performing soft tissue and bony subset analysis. PATIENTS AND METHODS: Post hoc analysis was performed of a single-blinded, prospective, randomized clinical trial at a tertiary care academic medical center involving patients ≥18 years old undergoing head and neck free flap reconstruction over a 16-month period. Patients were excluded if factors prevented accurate FloTrac™ use. Patients were randomized to traditional volume-based support, or goal-directed support including vasopressor use. Primary data was obtained by study personnel through intraoperative data recording and postoperative medical record review. RESULTS: Forty-one and 38 patients were randomized to traditional and pressor-based algorithms, respectively. Flap survival was 95% (75/79). There was no significant difference between the pressor-based and traditional protocols' flap failure (1/38 [3%] vs. 3/41 [7%], RR 0.36, 95% CI of RR 0.04-3.31, p = .63) or flap-related complications (12/38 [32%] vs. 18/41 [44%], RR 0.72, 95% CI 0.40-1.29, p = .36) Soft tissue flaps had surgical complication rates of 12/30 (40%) and 9/27 (33%) for traditional and pressor-based protocols, respectively. Bony flaps had surgical complication rates of 6/11 (55%), and 3/11 (27%) for traditional and pressor-based protocols, respectively. CONCLUSIONS: Intraoperative goal-directed vasopressor administration during head and neck free flap reconstruction does not appear to increase the rate of flap complications or failures.

Early institutional head and neck oncologic and microvascular surgery practice patterns across the United States during the SARS-CoV-2 (COVID19) pandemic.

BACKGROUND: The SARS-CoV-2 (COVID-19) pandemic has caused rapid changes in head and neck cancer (HNC) care. "Real-time" methods to monitor practice patterns can optimize provider safety and patient care. METHODS: Head and neck surgeons from 14 institutions in the United States regularly contributed their practice patterns to a shared spreadsheet. Data from 27 March 2020 to 5 April 2020 was analyzed. RESULTS: All institutions had significantly restricted HNC clinic evaluations. Two institutions stopped free-flap surgery with the remaining scheduling surgery by committee review. Factors contributing to reduced clinical volume included lack of personal protective equipment (PPE) (35%) and lack of rapid COVID-19 testing (86%). CONCLUSIONS: The COVID-19 pandemic has caused a reduction in HNC care. Rapid COVID-19 testing and correlation with infectious potential remain paramount to resuming the care of patients with head and neck cancer. Cloud-based platforms to share practice patterns will be essential as the pandemic evolves.