Addressing the Rhino in the Room: ChatGPT Creates "Novel" Patent Ideas for Rhinoplasty.

Background: OpenAI's ChatGPT can generate novel ideas for a number of applications. The aim of this study was to prompt the chatbot to generate possible innovations in aesthetic surgery relating to rhinoplasty. Methods: ChatGPT was prompted to develop rhinoplasty patents. The resulting outputs were tabulated and categorized based on technology domain and anatomic location. A Google Patents search was conducted to find uses of the term "rhinoplasty" between 2021 and 2023. Patents not pertaining to rhinoplasty were excluded. Filed patents were compared with those generated by ChatGPT to determine predictive power. Results: A total of 40 patents resulted from ChatGPT and 42 Google Patents from 2021 to 2023 were included. Patents generated without a detailed description command were related to preoperative planning (35%), intraoperative tools (30%), functional evaluation (15%), and 3D printing and implants (10%). Patents with a detailed description command resulted in the majority being postoperative tools (40%), followed by intraoperative tools (30%), 3D printing and implants (10%), and nonsurgical (10%) categories. The anatomic locations included the airway, dorsum, septum, and nasal tip. ChatGPT's predictive power yielded 45% for the detailed prompting, which was higher than the prompt without the detail command. Conclusions: ChatGPT has reasonable potential to generate ideas for innovations in plastic surgery with the assistance of an experienced surgeon-innovator. With new artificial intelligence generations and updates, chatbots will continue to improve. Determining whether these technologies can assist in the later portions of the patent process beyond idea generation will be crucial.

Systematic review of pathologic markers in skin ischemia with and without reperfusion injury in microsurgical reconstruction: Biomarker alterations precede histological structure changes.

BACKGROUND: Ischemia and ischemia-reperfusion injury contribute to partial or complete flap necrosis. Traditionally, skin histology has been used to evaluate morphological and structural changes, however histology does not detect early changes. We hypothesize that morphological and structural skin changes in response to ischemia and IRI occur late, and modification of gene and protein expression are the earliest changes in ischemia and IRI. METHODS: A systematic review was performed in accordance with PRISMA guidelines. Studies reporting skin histology or gene/protein expression changes following ischemia with or without reperfusion injury published between 2002 and 2022 were included. The primary outcomes were descriptive and semi-quantitative histological structural changes, leukocyte infiltration, edema, vessel density; secondary outcomes were quantitative gene and protein expression intensity (PCR and western blot). Model type, experimental intervention, ischemia method and duration, reperfusion duration, biopsy location and time point were collected. RESULTS: One hundred and one articles were included. Hematoxylin and eosin (H&E) showed inflammatory infiltration in early responses (12-24 h), with structural modifications (3-14 days) and neovascularization (5-14 days) as delayed responses. Immunohistochemistry (IHC) identified angiogenesis (CD31, CD34), apoptosis (TUNEL, caspase-3, Bax/Bcl-2), and protein localization (NF-κB). Gene (PCR) and protein expression (western blot) detected inflammation and apoptosis; endoplasmic reticulum stress/oxidative stress and hypoxia; and neovascularization. The most common markers were TNF-α, IL-6 and IL-1ß (inflammation), caspase-3 (apoptosis), VEGF (neovascularization), and HIF-1α (hypoxia). CONCLUSION: There is no consensus or standard for reporting skin injury during ischemia and IRI. H&E histology is most frequently performed but is primarily descriptive and lacks sensitivity for early skin injury. Immunohistochemistry and gene/protein expression reveal immediate and quantitative cellular responses to skin ischemia and IRI. Future research is needed towards a universally-accepted skin injury scoring system.

TMR Using a Free Rectus Flap after Transhumeral Amputation.

Targeted muscle reinnervation offers an approach to regain use of the affected extremity through electronic prosthesis while limiting phantom pain and neuroma limb production or pain. In this case report, we present the first reported case of leveraging the rectus flap for targeted muscle reinnervation. The case herein is of a 28-year-old woman who sustained a severe right upper extremity crush injury while being involved in a vehicular roll-over collision requiring right transhumeral amputation. Plastic surgery, orthopedic surgery, and vascular surgery were consulted to manage the right upper extremity injury.

Bard Versus the 2022 American Society of Plastic Surgeons In-Service Examination: Performance on the Examination in Its Intern Year.

Background: Bard is a conversational generative artificial intelligence (AI) platform released by Google (Mountain View, CA) to the public in May 2023. Objectives: This study investigates the performance of Bard on the American Society of Plastic Surgeons (ASPS) In-Service Examination to compare it to residents' performance nationally. We hypothesized that Bard would perform best on the comprehensive and core surgical principles portions of the examination. Methods: Google's 2023 Bard was used to answer questions from the 2022 ASPS In-Service Examination. Each question was asked as written with the stem and multiple-choice options. The 2022 ASPS Norm Table was utilized to compare Bard's performance to that of subgroups of plastic surgery residents. Results: A total of 231 questions were included. Bard answered 143 questions correctly corresponding to an accuracy of 62%. The highest-performing section was the comprehensive portion (73%). When compared with integrated residents nationally, Bard scored in the 74th percentile for post-graduate year (PGY)-1, 34th percentile for PGY-2, 20th percentile for PGY-3, 8th percentile for PGY-4, 1st percentile for PGY-5, and 2nd percentile for PGY-6. Conclusions: Bard outperformed more than half of the first-year integrated residents (74th percentile). Its best sections were the comprehensive and core surgical principle portions of the examination. Further analysis of the chatbot's incorrect questions might help improve the overall quality of the examination's questions.

Trends of Medicare Reimbursement Rates for Lower Extremity Procedures.

BACKGROUND: Data collected across many surgical specialties suggest that Medicare reimbursement for physicians consistently lags inflation. Studies are needed that describe reimbursement rates for lower extremity procedures. Our goal is to analyze the trends in Medicare reimbursement rates from 2010 to 2021 for both lower extremity amputation and salvage surgeries. METHODS: The Physician Fee Schedule Look-Up Tool of the Centers for Medicare and Medicaid Services was assessed and Current Procedural Terminology codes for common lower extremity procedures were collected. Average reimbursement rates from 2010 to 2021 were analyzed and adjusted for inflation. The rates of work-, facility-, and malpractice-related relative value units (RVUs) were also collected. RESULTS: We found an overall increase in Medicare reimbursement of 4.73% over the study period for lower extremity surgery. However, after adjusting for inflation, the average reimbursement decreased by 13.19%. The adjusted relative difference was calculated to be (-)18.31 and (-)11.34% for lower extremity amputation and salvage procedures, respectively. We also found that physician work-related RVUs decreased by 0.27%, while facility-related and malpractice-related RVUs increased. CONCLUSION: Reimbursement for lower extremity amputation and salvage procedures has steadily declined from 2010 to 2021 after adjusting for inflation, with amputation procedures being devaluated at a greater rate than lower extremity salvage procedures. With the recent marked inflation, knowledge of these trends is crucial for surgeons, hospitals, and health care policymakers to ensure appropriate physician reimbursement. LEVEL OF EVIDENCE: IV (cross-sectional study).

Long-term assessment of the functional independence measure in sports-related spinal cord injury.

CONTEXT: Patients with spinal cord injury (SCI) secondary to traumatic sports-related etiology potentially face loss of independence. The Functional Independence Measure (FIM) assesses the amount of assistance patients require and has shown sensitivity to changes in patient functional status post injury. OBJECTIVES: We aimed to (1) examine long-term outcomes following sports-related SCI (SRSCI) using FIM scoring at the time of injury, one year, and five years post-injury, and (2) determine predictors of independence at one and five-year follow-up considering surgical and non-surgical management. Few studies have investigated the cohort analyzed in this study. METHODS: The 1973-2016 National Spinal Cord Injury Model Systems (SCIMS) Database was used to develop a SRSCI cohort. The primary outcome of interest captured functional independence using a multivariate logistic regression, defined by FIM individual scores greater than or equal to six, evaluated at one and five years. RESULTS: A total of 491 patients were analyzed, 60 (12%) were female, 452 (92%) underwent surgery. The cohort demographics were stratified by patients with and without spine surgery and evaluated for functional independence in FIM subcategories. Increased time spent in inpatient rehabilitation and FIM score at post-operative discharge were associated with greater likelihood of functional ability at both one and five-year follow-up. CONCLUSION: Our study demonstrated that SRSCI patients are a unique subset of SCI patients for whom factors repeatedly associated with independence at one year follow-up were dissimilar to those associated with independence at five-year follow-up. Larger prospective studies should be conducted to establish guidelines for this unique subcategory of SCI patients.

Combined TMR and RPNI in a vasculopathy patient: A case report.

TMR (targeted muscle reinnervation) or RPNI (regenerative peripheral nerve interface) have been the standard after nerve injuries. In this case report, we explain our approach in combining these two techniques (TMRpni) for a patient undergoing left above-the-knee amputation. Using this method, both phantom and nerve pain were reduced in our patient's case. As this technique becomes more well understood and widely adopted, amputee patients may achieve a greater quality of life post operation.

Analyzing the Visibility of Gender-Affirming Surgery Education on US Plastic Surgery Residency Program Web Sites.

BACKGROUND: As the demand for gender affirmation grows, teaching gender-affirming surgery (GAS) in plastic and reconstructive surgery (PRS) programs has become increasingly important. Residency applicants interested in GAS often use program web sites to explore potential training opportunities. Our study aimed to quantify the GAS training opportunities promoted on residency program web sites and determine the characteristics of programs likely to promote GAS training. METHODS: An assessment of 88 integrated PRS residency programs' web sites was conducted between 2021 and 2022. Plastic and reconstructive surgery residency and institutional webpages were queried for geographical location, training opportunities in GAS through residency or fellowship, and the number of faculty performing GAS. Descriptive statistics and multivariable regressions were used to describe and identify factors associated with increased GAS residency training opportunities. RESULTS: Twenty-six percent of PRS residencies mentioned training opportunities for GAS on their web sites. Gender-affirming surgery fellowships were offered at 7% of institutions, and an additional 7% were available via adjunct academic programs. Programs with faculty practicing GAS were 54% more likely to mention GAS on their residency page (odds ratio, 1.54; 95% confidence interval, 1.14-2.21; P = 0.009). CONCLUSIONS: Few PRS residency programs mention GAS on their web sites. As GAS becomes a more robust component of plastic surgery, appropriate information about the extent of GAS training should be available for applicants. Determining how local, state, and federal policies impact programs' abilities to highlight GAS should be investigated in future studies.

Examining Predictors of Early Admission and Transfer to the Critical Care Resuscitation Unit.

INTRODUCTION: Previous studies have demonstrated that rapid transfer to definitive care improves the outcomes for many time-sensitive conditions. The critical care resuscitation unit (CCRU) improves the operations of the University of Maryland Medical Center (UMMC) by expediting the transfers and resuscitations for critically ill patients who exceed the resources at other facilities. In this study we investigated CCRU transfer patterns to determine patient characteristics and logistical factors that influence bed assignments and transfer to the CCRU. We hypothesized that CCRU physicians prioritize transfer for critically ill patients. Therefore, those patients would be transferred faster. METHODS: We performed a retrospective review of all non-traumatic adult patients transferred to the CCRU from other hospitals between January 1-December 31, 2018. The primary outcome was the interval from transfer request to CCRU bed assignment. The secondary outcome was the interval from transfer request to CCRU arrival. We used multivariate logistic regressions to determine associations with the outcomes of interest. RESULTS: A total of 1,741 patients were admitted to the CCRU during the 2018 calendar year. Of those patients, 1,422 were transferred from other facilities and were included in the final analysis. Patients' mean age was 57 ± 17 years with a median Sequential Organ Failure Assessment (SOFA) score of 3 [interquartile range 1-6]. Median time from transfer request to CCRU bed assignment was 8 (0-70) minutes. A total of 776 (55%) patients underwent surgical intervention after arrival. Using the median transfer request to bed assignment time, we found that patients requiring stroke neurology (odds ratio [OR] 5.49, 95% confidence interval [CI] 2.85-10.86), having higher SOFA score (OR 1.04, 95% CI 1.001-1.07), and needing an immediate operation (OR 2.85, 95% CI 1.98-4.13) were associated with immediate bed assignment time (≤8 minutes). Patients who were operated on (OR 0.74, 95% CI 0.55-0.99) were significantly less likely to have an immediate bed assignment time. CONCLUSION: The CCRU expedited the transfer of critically ill patients who needed urgent interventions from outside facilities. Higher SOFA scores and the need for urgent neurological or surgical intervention were associated with near-immediate CCRU bed assignment. Other institutions with similar models to the CCRU should perform studies to confirm our observations.

The Best Under Stress: An Analysis of Breast Tissue Expander Response to External Forces.

Background: The use of breast tissue expanders (TEs) in breast reconstruction is accompanied by undesired changes to the chest wall and lateral plane. Breast TEs are designed to create a naturally formed breast pocket by capitalizing on the ductile response of skin tissue; however, in practice, the use of expanders is accompanied by undesired changes to the chest wall and lateral plane. Objectives: The authors of this study compared 3 comparably sized and commercially available breast TEs to assess the mechanical profile and functionality of each design. Methods: Authors compared MENTOR Artoura PLUS Smooth (Irvine, CA), Allergan 133 Smooth (Irvine, CA), and Sientra AlloX2 Smooth (Santa Barbara, CA) filled to 100% of their label volume. The mechanical profile of TEs was assessed via vertical compression. Dimensions were recorded at baseline and percent changes were calculated at each compressive load (5-35 lbf intervals of 5 lbf). Results: Base width and projection were recorded at compressive loads of 10, 20, and 35 lbs. For percent changes of base width, MENTOR had 0.98%, 2.09%, 3.84%; Allergan 4.21%, 9.15%, 15.52%; and Sientra 4.72%, 10.19%, 19.15%. For percent changes of projection, MENTOR had -19.06%, -25.44%, -30.88%, Allergan -35.53%, -42.90%, -50.09%, and Sientra -29.64%, -37.68%, -44.69%. For percent change of height, MENTOR had 1.44%, 2.62%, 4.27%, Allergan 10.26%, 16.49%, 22.97%, and Sientra 6.99%, 11.93%, 16.90%. MENTOR's TE had the most pronounced lower pole with volume expansion. Conclusions: The MENTOR TE demonstrated the least lateral deformation and projection loss across the range of compressive loads, as well as the highest force resistance compared with the other models.

Prediction of blood pressure variability during thrombectomy using supervised machine learning and outcomes of patients with ischemic stroke from large vessel occlusion.

Mechanical thrombectomy (MT) is the standard of care for patients with acute ischemic stroke from large vessel occlusion (AIS-LVO). The association of blood pressure variability (BPV) during MT and outcomes are unknown. We leveraged a supervised machine learning algorithm to predict patient characteristics that are associated with BPV indices. We performed a retrospective review of our comprehensive stroke center's registry of all adult patients undergoing MT between 01/01/2016 and 12/31/2019. The primary outcome was poor functional independence, defined as 90-day modified Rankin Scale (mRS) ≥ 3. We used probit analysis and multivariate logistic regressions to evaluate the association of patients' clinical factors and outcomes. We applied a machine learning algorithm (random forest, RF) to determine predictive factors for the different BPV indices during MT. Evaluation was performed with root-mean-square error (RMSE) and normalized-RMSE (nRMSE) metrics. We analyzed 375 patients with mean age (± standard deviation [SD]) of 65 (15) years. There were 234 (62%) patients with mRS ≥ 3. Univariate probit analysis demonstrated that BPV during MT was associated with poor functional independence. Multivariable logistic regression showed that age, admission National Institutes of Health Stroke Scale (NIHSS), mechanical ventilation, and thrombolysis in cerebral infarction (TICI) score (OR 0.42, 95% CI 0.17-0.98, P = 0.044) were significantly associated with outcome. RF analysis identified that the interval from last-known-well time-to-groin puncture, age, and mechanical ventilation were among important factors significantly associated with BPV. BPV during MT was associated with functional outcome in univariate probit analysis but not in multivariable regression analysis, however, NIHSS and TICI score were. RF algorithm identified risk factors influencing patients' BPV during MT. While awaiting further studies' results, clinicians should still monitor and avoid high BPV during thrombectomy while triaging AIS-LVO candidates quickly to MT.

Disseminated blastomycosis with an intracranial fungoma in an immunocompetent patient: illustrative case.

BACKGROUND: Blastomyces dermatitidis is a fungus endemic to central and southern North America. While infection most commonly results in pneumonia, a small number of infections progress to systemic disease, which may include intracranial lesions. Progression to systemic disease is most common in immunocompromised patients, such as those with human immunodeficiency virus. OBSERVATIONS: The authors present a 44-year-old immunocompetent male who presented following a tonic-clonic seizure. Initial workup revealed a 19-mm enhancing intracranial mass. There was avid uptake of fluorescein sodium, and an en bloc resection of the mass was performed. Histopathology revealed B. dermatitidis. Medical management included amphotericin B and azole therapy. Postoperative recovery was uneventful, and no focal neurological deficits were appreciated. LESSONS: This case highlights the neurosurgical management of a rare intracranial fungal manifestation in an immunocompetent patient. A literature review was also performed to better understand the role of neurosurgery in fungal infections. There were limited cases of intracranial Blastomyces reported in immunocompetent patients, and neurosurgical management varied (no intervention, biopsy, resection) and was underreported. Too few cases are reported to suggest neurosurgical intervention for blastomycosis improves outcomes. Medical management was relatively standard with azole and amphotericin therapy.

Assessment of Sex Diversity Among Craniofacial Academic Faculty.

Sex diversity among plastic surgery and its subspecialties faculties lags behind many medical specialties. Despite the significant evidence in favor of diversity in leadership, female presence in high-ranking positions in medicine is lacking across multiple specialties. In this study, we aim to evaluate sex disparity among faculty across craniofacial fellowship programs by comparing the disparities among total number of faculty, program directors, years in practice, and academic rank. Our sample included 354 individuals including 193 craniofacial surgery journal editorial board members, 130 craniofacial surgery academic faculty members, and 31 craniofacial surgery association board members. A significant difference (P-value <0.0001) was seen among male and female craniofacial surgery faculty with 84.6% males. Faculty members were further subdivided by academic rank. A significant difference was found between the number of male and female faculty members at all academic positions (P-value =0.043). Of 41 full professors, 2.4% were female. There were 42 associate professors queried with 14.3% female. Similarly, 43 assistant professors were identified with 32.0% female. Years in practice after completing terminal training were analyzed across the academic faculty. There was a significant difference in the number of male and female faculty members across all experience levels (P-value =0.0037). Among the faculty with <10 years since completion of terminal training, 32.4 % were female. For faculty with 10 to 20 years after post-terminal training, 19.6% were female. For those with 20 to 30 years of experience, 0% were female. Finally, for the faculty with over 30 years since graduation, 5.9% were female. Board membership in 2 craniofacial surgery organizations was analyzed: the American Cleft Palate-Craniofacial Association and the American Society of Maxillofacial Surgeons. Among the 17 board members of the American Cleft Palate-Craniofacial Association, 8 (47.1%) were female. For the American Society of Maxillofacial Surgeons, 5 (35.7%) were female. Data were collected for 193 editorial board members from 2 craniofacial surgery journals. There was a significant difference between the number of male and female members across both journals (χ2 value: 33.3570; P-value <0.0001). Among 56 editorial board members from Cleft Palate-Craniofacial Journal, 26 (46.4%) members were female. In comparison, Journal of Craniofacial Surgery has 24.8% female editorial board members. Sex diversity among faculty members is really important and should be brought into light to highlight and improve areas of particular importance and of tremendous potential impact. Given our results, surgical residencies and fellowship programs should begin to show concrete commitment and increase their efforts to recruit and retain a diverse faculty not only for the educational benefit but more importantly to achieve a higher level of care for all.