Evaluating the Accuracy, Comprehensiveness, and Validity of ChatGPT Compared to Evidence-Based Sources Regarding Common Surgical Conditions: Surgeons' Perspectives.

BACKGROUND: This study aims to assess the accuracy, comprehensiveness, and validity of ChatGPT compared to evidence-based sources regarding the diagnosis and management of common surgical conditions by surveying the perceptions of U.S. board-certified practicing surgeons. METHODS: An anonymous cross-sectional survey was distributed to U.S. practicing surgeons from June 2023 to March 2024. The survey comprised 94 multiple-choice questions evaluating diagnostic and management information for five common surgical conditions from evidence-based sources or generated by ChatGPT. Statistical analysis included descriptive statistics and paired-sample t-tests. RESULTS: Participating surgeons were primarily aged 40-50 years (43%), male (86%), White (57%), and had 5-10 years or >15 years of experience (86%). The majority of surgeons had no prior experience with ChatGPT in surgical practice (86%). For material discussing both acute cholecystitis and upper gastrointestinal hemorrhage, evidence-based sources were rated as significantly more comprehensive (3.57 (±.535) vs 2.00 (±1.16), P = .025) (4.14 (±.69) vs 2.43 (±.98), P < .001) and valid (3.71 (±.488) vs 2.86 (±1.07), P = .045) (3.71 (±.76) vs 2.71 (±.95) P = .038) than ChatGPT. However, there was no significant difference in accuracy between the two sources (3.71 vs 3.29, P = .289) (3.57 vs 2.71, P = .111). CONCLUSION: Surveyed U.S. board-certified practicing surgeons rated evidence-based sources as significantly more comprehensive and valid compared to ChatGPT across the majority of surveyed surgical conditions. However, there was no significant difference in accuracy between the sources across the majority of surveyed conditions. While ChatGPT may offer potential benefits in surgical practice, further refinement and validation are necessary to enhance its utility and acceptance among surgeons.

Evaluating the Effectiveness of Trauma-Informed Care Frameworks in Provider Education and the Care of Traumatized Patients.

INTRODUCTION: Trauma-informed care (TIC) spans many different health care fields and is essential in promoting the well-being and recovery of traumatized individuals. This review aims to assess the efficacy of TIC frameworks in both educating providers and enhancing care for adult and pediatric patients. METHODS: A literature search was conducted using PubMed, EMBASE, Proquest, Cochrane, and Google Scholar to identify relevant articles up to September 28, 2023. Studies implementing TIC frameworks in health care settings as a provider education tool or in patient care were included. Studies were further categorized based on adult or pediatric patient populations and relevant outcomes were extracted. RESULTS: A total of 36 articles were included in this review, evaluating over 7843 providers and patients. When implemented as a provider education tool, TIC frameworks significantly improved provider knowledge, confidence, awareness, and attitudes toward TIC (P < 0.05 to P < 0.001). Trauma screenings and assessments also increased (P < 0.001). When these frameworks were applied in adult patient care, there were positive effects across a multitude of settings, including women's health, intimate partner violence, post-traumatic stress disorder, and inpatient mental health. Findings included reduced depression and anxiety (P < 0.05), increased trauma disclosures (5%-30%), and enhanced mental and physical health (P < 0.001). CONCLUSIONS: This review underscores the multifaceted effectiveness of TIC frameworks, serving both as a valuable educational resource for providers and as a fundamental approach to patient care. Providers reported increased knowledge and comfort with core trauma principles. Patients were also found to derive benefits from these approaches in a variety of settings. These findings demonstrate the extensive applicability of TIC frameworks and highlight the need for a more comprehensive understanding of their applications and long-term effects.

Practices of Adult Spine Immobilization During Trauma Resuscitation: Proposal for Improved Guidelines.

INTRODUCTION: This narrative review aims to evaluate the impact of current spinal immobilization practices on clinical outcomes in adult trauma patients with suspected or confirmed spinal injury to direct the creation of improved practice management guidelines. METHODS: PubMed, ProQuest, Embase, Google Scholar, and Cochrane were searched for studies that evaluated the impact of spine immobilization practices during resuscitation in adult trauma patients and reported associated clinical outcomes. Outcomes included neurological deficits, in-hospital mortality, hospital length of stay (HLOS), ICU length of stay (ICU-LOS), discharge disposition, long-term functional status (modified Rankin scale), vascular injury rate, and respiratory injury rate. RESULTS: Nine studies were included in this review, divided into two groups based on patient immobilization status. Patients compared with and without cervical immobilization had higher mortality, longer ICU-LOS, and a higher incidence of neurological deficits if immobilized. Immobilization only was associated with a higher incidence of indirect neurological injury and poor functional outcomes. CONCLUSION: Spinal immobilization during resuscitation in adult trauma patients is associated with a higher risk of neurological injury, in-hospital mortality, and longer ICU-LOS. Further research is needed to provide strong evidence for spinal immobilization guidelines and identify the optimal method and timing for immobilization practices in trauma patients.

Virtual Signaling and Emerging Trends in its Use Across Surgical Specialties.

INTRODUCTION: This study aims to evaluate program signaling in surgical specialties, analyze its influence on residency applications, and provide recommendations for enhancing its consistency and effectiveness. METHODS: This cross-sectional study analyzed AAMC ERAS data from the 2021 to 2022 and 2023 residency match cycles, focusing on surgical specialties including general surgery, neurological surgery, obstetrics and gynecology, and orthopedic surgery. RESULTS: A positive correlation existed between the number of signals received and the number of applicants to a program across 4 surgical specialties. 10% of programs in each specialty received between 17% and 28% of all signals. There was a negative correlation between the number of current DO residents at a program and the number of signals received. Amongst surgical specialties, those with more signals per applicant had a more equitable distribution of signals across competitive programs. University programs received the most signals, programs were less likely to receive signals if they had a higher percentage of DO residents, and IMG applicants were less likely to send signals. CONCLUSION: Specialties with more signals per applicant had a more equitable distribution of signals across competitive programs, and university programs received proportionally more signals than community programs. Further research is required to investigate the disparities in signaling and the impact of signaling on successful matching.

Pediatric trauma population spine immobilization during resuscitation: A call for improved guidelines.

INTRODUCTION: This review aims to evaluate current practices regarding spine immobilization in pediatric trauma patients to evaluate their efficacy, reliability, and impact on clinical outcomes to guide future research and improved evidence-based practice guidelines. METHODS: PubMed, ProQuest, Embase, Google Scholar, and Cochrane were queried for studies pertaining to spinal immobilization practices in pediatric trauma patients. Articles were separated into studies that explored both the efficacy and clinical outcomes of spine immobilization. Outcomes evaluated included frequency of spinal imaging, self-reported pain level, emergency department length of stay (ED-LOS), and ED disposition. RESULTS: Six articles were included, with two studies examining clinical outcomes and 4 studies evaluating the efficacy and reliability of immobilization techniques. Immobilized children were significantly more likely to undergo cervical spine imaging (OR 8.2, p < 0.001), be admitted to the floor (OR 4.0, p < 0.001), be taken to the ICU or OR (OR 5.3, p < 0.05) and reported a higher median pain score. Older children were significantly more likely to be immobilized. No immobilization techniques consistently achieved neutral positioning, and patients most often presented in a flexed position. Lapses in immobilization occurred in 71.4% of patients. CONCLUSION: Immobilized pediatric patients underwent more cervical radiographs, and had higher hospital and ICU admission rates, and higher mean pain scores than those without immobilization. Immobilization was inconsistent across age groups and often resulted in lapses and improper alignment. Further research is needed to identify the most appropriate immobilization techniques for pediatric patients and when to use them.

Modular Microphysiological System for Modeling of Biologic Barrier Function.

Microphysiological systems, also known as organs-on-chips, are microfluidic devices designed to model human physiology in vitro. Polydimethylsiloxane (PDMS) is the most widely used material for organs-on-chips due to established microfabrication methods, and properties that make it suitable for biological applications such as low cytotoxicity, optical transparency, gas permeability. However, absorption of small molecules and leaching of uncrosslinked oligomers might hinder the adoption of PDMS-based organs-on-chips for drug discovery assays. Here, we have engineered a modular, PDMS-free microphysiological system that is capable of recapitulating biologic barrier functions commonly demonstrated in PDMS-based devices. Our microphysiological system is comprised of a microfluidic chip to house cell cultures and pneumatic microfluidic pumps to drive flow with programmable pressure and shear stress. The modular architecture and programmable pumps enabled us to model multiple in vivo microenvironments. First, we demonstrate the ability to generate cyclic strain on the culture membrane and establish a model of the alveolar air-liquid interface. Next, we utilized three-dimensional finite element analysis modeling to characterize the fluid dynamics within the device and develop a model of the pressure-driven filtration that occurs at the glomerular filtration barrier. Finally, we demonstrate that our model can be used to recapitulate sphingolipid induced kidney injury. Together, our results demonstrate that a multifunctional and modular microphysiological system can be deployed without the use of PDMS. Further, the bio-inert plastic used in our microfluidic device is amenable to various established, high-throughput manufacturing techniques, such as injection molding. As a result, the development plastic organs-on-chips provides an avenue to meet the increasing demand for organ-on-chip technology.

A cross-sectional study of methicillin-resistant Staphylococcus aureus at the equine-human interface.

The present study aimed at investigating the percent prevalence of methicillin-resistant Staphylococcus aureus (MRSA) in equines and associated personnel. A total of 150 swabs of equines and 50 nasal swab samples of associated personnel were collected. These samples were processed in mannitol salt broth for enrichment. A total of 175 nasal swab samples changed the broth color from pink to yellow which were detected as samples containing S. aureus. These samples were processed further on specific media, namely mannitol salt agar, Staph-110, and blood agar, for phenotypic and Gram's staining-based confirmation of S. aureus isolates. Out of these 175 S. aureus-positive samples, 150 were of equine and 25 were of human origin. Identification of MRSA isolates in 175 S. aureus-positive samples was carried out by antimicrobial susceptibility testing by disc diffusion method. Results showed the presence of MRSA in 87 samples, out of which 81 samples were collected from equines and six samples from humans. Results of antibiotic testing revealed that percentage positivity of MRSA was higher (54%) in equines as compared with the associated personnel (24%). Most resistant antibiotics against MRSA isolates were oxacillin and methicillin while linezolid was found to be the most sensitive antibiotic against MRSA. In conclusion, our findings indicated prevalence of MRSA in equines and associated personnel evidencing an occupational risk of contracting MRSA from horses.