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BACKGROUND: Resuscitative thoracotomies are a time-sensitive emergency surgical procedure with an immediate risk of mortality. We hypothesize that a high-fidelity whole-body donor simulation model, referred to as a Knowledge Donor (KD), with mechanical lung ventilation and expired human blood perfusion could increase learner confidence in performing this critical procedure. METHODS: General surgery residents and faculty were invited to participate in KD training. Surveys were collected to track participation and confidence. RESULTS: Simulated resuscitative thoracotomies were performed involving PGY levels I-IV. Mean confidence was highest for residents with both KD and Live Patient experience (5.6 â€‹± â€‹1.7), followed by Live Patient only (4.3 â€‹± â€‹2.5), and KD only (2.6 â€‹± â€‹1.3). The mean confidence rating for residents with neither training opportunity was 1.4 â€‹± â€‹1.0. CONCLUSIONS: The KD platform is a hyper-realistic training modality that closely replicates live surgery. This platform allows residents to practice complex surgical procedures in a safe environment, without risking patient safety. This pilot program yielded early results in improving resident procedural confidence for high-risk surgical procedures, specifically resuscitative thoracotomies.

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OBJECTIVE: The objective of this study was to explore the educational utility of virtually augmented surgical navigation (VASN) in simulation training for endoscopic sinus surgery. STUDY DESIGN: Prospective trial using within-subjects design. SETTING: Single academic institution. METHODS: Otolaryngology trainees (n = 15) were enrolled in a prospective trial of repeated measures. Participants performed unilateral functional endoscopic sinus surgery (FESS) on a 3-dimensional-printed sinus model without instruction. Participants then underwent educational intervention incorporating VASN tools-featuring anatomic overlay delineations, virtual planning points, proximity alerts, digital measurements, as well as artificial intelligence-generated endoscopic viewpoints. With the VASN tools activated, participants then performed FESS on the contralateral side of the model. Primary outcomes of interest included number of major complications, time to complete anterior fess, steps completed, and technical skills score. Descriptive statistics were performed to describe participant characteristics and bivariate analysis were used to evaluate differences in subjective and objective outcome measures. RESULTS: A majority (93%) of residents strongly agreed that simulation intervention improved their confidence in surgical skills related to FESS. Complications decreased from 13 instances to 3 following interventions. Initial technical skills score of 45.2 increased to 54.4 postintervention (P < .0001) and global score also improved by 4.6 points on average (P < .001). Time to anterior FESS decreased from 1356 to 915 seconds (P = .006) and average number of completed surgical steps increased from 3.3 to 4.6 (P < .001). CONCLUSION: This simulation study contributes to growing evidence supporting utility of advanced technology in surgical education. Results suggest that VASN serves as a beneficial adjunct in FESS simulation training.

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BACKGROUND: This study aimed to objectively evaluate the impact of the gap in surgical practice caused by COVID-19 on surgical skill decay. METHODS: This retrospective cohort study enrolled 148 cases of adult patients who were qualified for elective or urgent laparoscopic cholecystectomy. This study compared the period of nine months before the pandemic outbreak and nine months after the end of the pandemic. We analyzed the duration of surgery, the number of intraoperative adverse events (IAEs), postoperative complications (PCs), and differences between the surgeries performed by residents and those performed by specialists. RESULTS: The number of IAEs did not differ significantly between groups (after COVID-19 (AC) and before COVID-19 (BC)). A difficult gallbladder (DGB) was associated with an increased risk of IAEs during surgery in both groups (BC:OR = 2.94, p = 0.049; AC:OR = 2.81, p = 0.35). The multivariate analyses showed no significant differences in IAEs or PCs when the residents performed surgeries compared to specialists. The average duration of surgery was significantly longer in the post-pandemic group (BC-102.4 min vs. AC-119.9 min, p = 0.024). CONCLUSIONS: Measurable determinants of surgical skills are the duration of surgery and the number of intraoperative adverse events. By defining this indicators, our study objectively shows that the reduction in the volume of surgeries during COVID-19 resulted in a phenomenon known as surgical skill decay.

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We know of few studies in the international scientific literature that specifically address the evaluation of surgical and clinical progress among physicians undergoing specialist training in maxillofacial surgery. Identifying a reliable tool to accurately assess both theoretical knowledge and surgical skills of trainees is essential. The primary aim of this study therefore was to design a comprehensive assessment tool that is capable of evaluating both the theoretical and practical skills of physicians undergoing specialist training in maxillofacial surgery. The methodology employed aims to ensure fairness and effectiveness in skills development, thereby optimising training activities. To meet this need, an evaluation and self-assessment test was developed for maxillofacial surgery trainees at the Ospedali Riuniti of Ancona. Data collection involved digitally administered evaluations and self-assessment tests focused on maxillofacial traumatology, based on AO trauma surgery references. Data were processed into graphs which revealed a progressive learning trend following an initial adjustment phase, leading to optimal outcomes in both clinical and surgical domains. The evaluation and self-assessment test proved to be a valuable learning tool with which to gauge advancements in clinical and surgical skills among maxillofacial surgery residents.

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Resident physicians on long-term night shifts often face sleep deprivation, affecting the immune response, notably neutrophils, vital to innate defense mechanisms. Sleep-deprived residents exhibit altered neutrophil counts and reduced phagocytosis and NADPH oxidase activity, critical to combating infections. Our study focused on neutrophil extracellular traps (NETs), a defense process against pathogens not previously linked to sleep loss. Results revealed that sleep-deprived residents exhibited a 19.8 % reduction in NET formation compared to hospital workers with regular sleep patterns (P < 0.01). Additionally, key NETs proteins, Neutrophil Elastase and Myeloperoxidase, were less active in sleep-deprived individuals (1.53mU; P < 0.01 and 0.95U; P < 0.001 decrease, accordingly). Interestingly, the ability to form NETs resumed to normal levels three months post-residency among pediatric residents. The causal relationship between reduced NETs due to sleep deprivation and the increased susceptibility to infections, as well as its implications for infection severity, is a critical area for further investigation.

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BACKGROUND: Transplant surgery has historically been a less desirable fellowship among general surgery graduates. Limited work has been done to understand factors associated with residents' interest in transplantation. Using a multi-institutional cohort, we examined how the resident experience on transplant surgery may influence their decision to pursue transplant fellowship. METHODS: Individual demographics, program characteristics, and transplant-specific case logs were collected for graduates from 2010 to 2020 at 20 general surgery residency programs within the US Resident OPerative Experience (ROPE) Consortium. Residents who pursued transplant surgery fellowship were compared to those who went directly into practice or pursued a non-transplant fellowship. RESULTS: Among 1342 general surgery graduates, 52 (3.9%) pursued abdominal transplant fellowship. These residents completed more transplant (22 vs. 9), liver (14 vs. 9), pancreas (15 vs. 11), and vascular access operations (38 vs. 30) compared to residents who did not pursue transplant fellowship (all p < 0.05). Multivariable logistic regression found that residents underrepresented in medicine were three times more likely (95% CI 1.54-6.58, p < 0.01) and residents at a program co-located with a transplant fellowship six times more likely (95% CI 1.95-18.18, p < 0.01) to pursue transplant fellowship. Additionally, a resident's increasing total transplant operative volume was associated with an increased likelihood of pursuing a transplant fellowship (OR = 1.12, 95% CI 1.09-1.14, p < 0.01). CONCLUSION: The findings from this multi-institutional study demonstrate that increased exposure to transplant operations and interaction within a transplant training program is associated with a resident's pursuit of transplant surgery fellowship. Efforts to increase operative exposure, case participation, and mentorship may optimize the resident experience and promote the transplant surgery pipeline.

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Purpose: This study aimed to evaluate the effectiveness of generative adversarial networks (GANs) in creating synthetic OCT images as an educational tool for teaching image diagnosis of macular diseases to medical students and ophthalmic residents. Methods: In this randomized trial, 20 fifth-year medical students and 20 ophthalmic residents were enrolled and randomly assigned (1:1 allocation) into Group real OCT and Group GANs OCT. All participants had a pretest to assess their educational background, followed by a 30-min smartphone-based education program using GANs or real OCT images for macular disease recognition training. Two additional tests were scheduled: one 5 min after the training to assess short-term performance, and another 1 week later to assess long-term performance. Scores and time consumption were recorded and compared. After all the tests, participants completed an anonymous subjective questionnaire. Results: Group GANs OCT scores increased from 80.0 (46.0 to 85.5) to 92.0 (81.0 to 95.5) 5 min after training (p < 0.001) and 92.30 ± 5.36 1 week after training (p < 0.001). Similarly, Group real OCT scores increased from 66.00 ± 19.52 to 92.90 ± 5.71 (p < 0.001), respectively. When compared between two groups, no statistically significant difference was found in test scores, score improvements, or time consumption. After training, medical students had a significantly higher score improvement than residents (p < 0.001). Conclusion: The education tool using synthetic OCT images had a similar educational ability compared to that using real OCT images, which improved the interpretation ability of ophthalmic residents and medical students in both short-term and long-term performances. The smartphone-based educational tool could be widely promoted for educational applications.Clinical trial registration: https://www.chictr.org.cn, Chinese Clinical Trial Registry [No. ChiCTR 2100053195].

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Background and Aims: Simulation is increasingly used in medical teaching. Various studies have evaluated different simulation models for training of regional anesthesia (RA). We compared the use of human cadaver and blue phantom models for training of regional anesthesia to novice postgraduate students of anesthesiology. Material and Methods: Fifty students were taught knobology of the ultrasonography (USG) machine. They were divided into two equal groups by computer-generated random number table, and the groups assigned were kept in sealed envelopes. In group BP, students were trained on a blue phantom model, and in group HC, students were trained on human cadaver. After training, a didactic video of sonoanatomy of the supraclavicular block was shown to all participants. The block performance was then judged on patients requiring supraclavicular block. The primary objective of the study was to compare the block performance time, and secondary objectives were the quality of image acquired, orientation of transducer to the target, identification of ultrasound artifacts, errors committed, complications, and success rate. Results: The mean block performance time was shorter in group HC compared to group BP (451.96 ± 50.25 and 526.48 ± 43.486 s, respectively; P < 0.001). The image quality score, transducer orientation to the target, and identification of USG artifacts were better in group HC compared to group BP, with lesser number of needle passes. Conclusion: Cadaver-based training produced better results compared to blue phantom simulator model for teaching of ultrasound-guided RA to novice postgraduate trainees of anesthesiology.

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BACKGROUND: This study aims to determine the satisfaction and future training needs of general practice residents participating in a novel model of ambulatory teaching aligned with the specifications for standardized residency training in outpatient management issued by the Chinese Medical Doctor Association (CMDA). METHODS: A cross-sectional survey of the satisfaction and training needs was conducted among general practice residents at West China Hospital, Sichuan University. Patient characteristics and preceptors' feedback on the residents' performance were also analyzed. RESULTS: The study involved 109 residents (30.28% men) and 161 patients (34.78% men; age: 52.63 ± 15.87 years). Residents reported an overall satisfaction score of 4.28 ± 0.62 with the ambulatory teaching program. Notably, residents scored lower in the Subjective-Objective-Assessment-Plan (SOAP) evaluation when encountering patients with the greater the number of medical problems (P < 0.001). Residents encountering patients with a shorter duration of illness (< 3 months) achieved higher scores than those with longer illness durations (≥ 3 months, P = 0.044). Residency general practitioners (GPs) were most challenged by applying appropriate and effective patient referrals (43/109; 39.45%). GPs expressed a strong desire to learn how to make decisions when facing challenging patient situations (4.51 ± 0.63). CONCLUSION: This study suggests selecting patients with multiple comorbidities for ambulatory teaching and enhancing training on practical problem-solving abilities for GPs. The findings provide insights for the development of future ambulatory teaching programs.

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OBJECTIVES: Evaluate theoretical and practical training of thoracic surgeons-in-training in robotic-assisted thoracic surgery (RATS) in France. METHODS: A survey was distributed to thoracic surgeons-in-training in France from November 2022 to February 2023. RESULTS: We recruited 101 thoracic surgeons-in-training (77% response rate). Over half had access to a surgical robotics system at their current institution. Most (74%) considered robotic surgery training essential, 90% had attended a robotic procedure. Only 18% had performed a complete thoracic robotic procedure as the main operator. A complete RATS procedure was performed by 42% of fellows and 6% of residents. Of the remaining surgeons, 23% had performed part of a robotic procedure. Theoretical courses and simulation are well developed; 72% of residents and 91% of fellows had undergone simulation training in the operating room, at training facilities, or during congress amounting to <10 h (for 73% of the fellows and residents), 10-20 h (17%), 20-30 h (8%) or >30 h (3%). Access to RATS was ≥1 day/week in 71% of thoracic departments with robotic access. Fellows spent a median of 2 (IQR 1-3) semesters in departments performing robotic surgery. Compared with low-volume centres, trainees at high-volume centres performed significantly more complete robotic procedures (47% vs 13%; P = 0.001), as did fellows compared with residents. CONCLUSIONS: Few young surgeons perform complete thoracic robotic procedures during practical training, and access remains centre dependent. Opportunities increase with seniority and exposure; however, increasing availability of robotic devices, theoretical formation, and simulation courses will increase opportunities.

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BACKGROUND: Unstable fractures often necessitate open reduction and internal fixation (ORIF), which generally yield favourable outcomes. However, the impact of surgical trainee autonomy on healthcare quality in these procedures remains uncertain. We hypothesized that surgery performed solely by residents, without supervision or participation of an attending surgeon, can provide similar outcomes to surgery performed by trauma or foot and ankle fellowship-trained orthopaedic surgeons. METHODS: A single-center cohort of an academic level-1 trauma center was retrospectively reviewed for all ankle ORIF between 2015 and 2019. Data were compared between surgery performed solely by post-graduate-year 4 to 6 residents, and surgery performed by trauma or foot and ankle fellowship-trained surgeons. Demographics, surgical parameters, preoperative and postoperative radiographs, and primary (mortality, complications, and revision surgery) and secondary outcome variables were collected and analyzed. Univariate analysis was performed to evaluate outcomes. RESULTS: A total of 460 ankle fractures were included in the study. Nonoperative cases and cases operated by senior orthopaedic surgeons who are not trauma or foot and ankle fellowship-trained orthopaedic surgeons were excluded. The average follow-up time was 58.4 months (SD ± 12.5). Univariate analysis of outcomes demonstrated no significant difference between residents and attendings in complications and reoperations rate (p = 0.690, p = 0.388). Sub-analysis by fracture pattern (Lauge-Hansen classification) and the number of malleoli involved and fixated demonstrated similar outcomes. surgery time was significantly longer in the resident group (p < 0.001). CONCLUSION: The current study demonstrates that ankle fracture surgery can be performed by trained orthopaedic surgery residents, with similar results and complication rates as surgery performed by fellowship-trained attendings. These findings provide valuable insights into surgical autonomy in residency and its role in modern clinical training and surgical education. LEVEL OF EVIDENCE: Level III - retrospective cohort study.

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Background This study addresses the participation gap in scholarly activities among internal medicine residents. While the Accreditation Council for Graduate Medical Education emphasizes the importance of these activities, the variability in their definition and support across residency programs presents a challenge. This study investigates these discrepancies and aims to identify the specific barriers and benefits residents perceive in scholarly writing, especially in case report writing, and to propose effective educational interventions. Methodology A voluntary online survey, pre- and post-educational intervention, was conducted among residents at Sparrow Hospital, Michigan State University. The intervention comprised a two-hour session focusing on case report writing, presentation skills, scientific literature searches, and research project engagement. Responses were obtained on a five-point Likert scale, and the data were analyzed as respective frequencies and percentages. Results Of 45 residents, 23 completed the pre-survey. With a response rate of 51% from the internal medicine residents, the post-intervention data revealed considerable improvement in the residents' understanding and appreciation of scholarly activities. There was a marked enhancement in their skills related to scientific literature search and in recognizing the benefits of scholarly engagement. Additionally, the intervention successfully increased their confidence in presenting scholarly work, networking, and identifying relevant venues for their research. Conclusions The study highlights the challenges residents face in scholarly activities, such as lack of training and mentorship. It suggests that focused workshops and mentorship can significantly enhance residents' research skills and confidence.

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Objectives: This study aimed to ascertain the prevalence of left-handedness (LH) among otolaryngology-head and neck surgery (ORLHN) practitioners, investigate dexterity's impact on LH trainees, and identify common patterns in their training to improve the training experience. Methods: A web-based survey was distributed anonymously via email to members of the Saudi Otorhinolaryngology Society. The survey targeted ORLHN attending consultants, board-certified registrars, and current residents. It consisted of three sections: the first focused on the experience of attending consultants in training LH individuals, the second investigated common maneuvers employed by rhinologists, and the third explored the experiences and impacts reported by LH trainees. Results: The study included 174 participants, and found a 13.2% LH prevalence among them. Rhinologists showed disparities, with 50% advising trainees to stand on the left side of the bed and use their left hand for the scope, whereas the other half asked otherwise. Additionally, 94.4% of the participants had not encountered any courses specifically tailored for LH trainees. Among LH trainees, 57% and 41% reported difficulties in learning and performing side-specific procedures such as functional endoscopic sinus surgery and endoscopic septoplasty, respectively, often attempting to switch to their nondominant hand, and feeling disadvantaged due to their laterality. Conclusions: Left-handedness presents challenges for both LH trainees and their trainers in surgical specialties, particularly in ORLHN, in which specific positioning and instruments are crucial to gain access to the desired surgical field. Despite these challenges, there is insufficient support for LH individuals. We recommend encouraging LH trainees to openly disclose and discuss their left-handedness, provide them with mentors, establish standardized operating room setups and techniques, supply appropriate instruments, and demonstrate flexibility in accommodating their needs. Level of evidence: Level 5.

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It is unknown whether the July Effect (a theory that medical errors and organizational inefficiencies increase during the influx of new surgical residents) exists in urologic robotic-assisted surgery. The aim of this study was to investigate the impact of urology resident training on robotic operative times at the beginning of the academic year. A retrospective chart review was conducted for urologic robotic surgeries performed at a single institution between 2008 and 2019. Univariate and multivariate mix model analyses were performed to determine the association between operative time and patient age, estimated blood loss, case complexity, robotic surgical system (Si or Xi), and time of the academic year. Differences in surgery time and non-surgery time were assessed with/without resident presence. Operative time intervals were included in the analysis. Resident presence correlated with increased surgery time (38.6 min (p < 0.001)) and decreased non-surgery time (4.6 min (p < 0.001)). Surgery time involving residents decreased by 8.7 min after 4 months into the academic year (July-October), and by an additional 5.1 min after the next 4 months (p = 0.027, < 0.001). When compared across case types stratified by complexity, surgery time for cases with residents significantly varied. Cases without residents did not demonstrate such variability. Resident presence was associated with prolonged surgery time, with the largest effect occurring in the first 4 months and shortening later in the year. However, resident presence was associated with significantly reduced non-surgery time. These results help to understand how new trainees impact operating room times.

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Purpose: This study aimed to evaluate the effects and interactions of training level and different joints on the outcomes of cadaveric arthroscopic training courses for orthopaedic residents. Methods: This prospective study enrolled 16 orthopaedic residents who voluntarily participated in a cadaveric training programme involving the shoulder, elbow, wrist, knee and ankle joints. Outcomes were quantitatively assessed using task-specific checklists and the Arthroscopic Surgery Skill Evaluation Tool. Two-way analysis of variance (ANOVA) was conducted to determine the significance of the interactions between joint and years of training. Results: Resident scores significantly increased after the dedicated lectures in all five joints (p = 0.003 for the shoulder module, p < 0.001 for the other joints). Two-way ANOVA revealed that the progress made after the dedicated lectures was significantly impacted by the joint (p = 0.006) and training level × joint interaction (p = 0.005) but not by the training level (p = 0.47). The simple effect of the joint was examined using Sidak's multiple comparison test. Among junior residents, the dedicated lectures resulted in more substantial progress in elbow and wrist arthroscopy when compared to shoulder arthroscopy (p = 0.020 and p = 0.043, respectively). Conclusions: The results suggest that, in cadaveric arthroscopic training courses for orthopaedic residents, training outcomes are primarily impacted by the specific joint being trained rather than the training level. Specifically, junior residents demonstrated greater improvement with training in procedures that are less commonly encountered during on-the-job training, such as elbow and wrist arthroscopy. Clinical Relevance: These findings suggest the need to prioritise wrist and elbow arthroscopic training for junior residents to optimise educational outcomes. Level of Evidence: Level III.

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Background This pilot study aims to examine the effectiveness of a spinal cord stimulator (SCS) simulator training system in improving the confidence of pain fellows in SCS placement. Methodology Five Ukrainian physicians (neurologists, neurosurgeons, and an anesthesiologist) completed a 10-item survey regarding their confidence in various aspects of SCS placement and their opinions on how effective SCS models were for educational purposes. After placing SCS leads using the SCS simulator, the physicians took the same survey again. The Mann-Whitney U test was used to determine if there was a significant difference in total scores pre and post-simulator training. The software PAST (PAleontological STatistics) was used for statistical analysis. Results Overall, five participants had a 38% statistically significant increase in survey scores before and after the intervention (mean: 4.2 vs. 6.2, p = 0.0055). With regards to each item of the survey, participants had a significantly increased confidence in driving leads (2.6 vs. 5.2, p = 0.008) and in overall technical skills for the SCS procedure after the training (2.8 vs. 5.2, p = 0.0188). Although the other eight survey items were not statistically significant (p > 0.05), participants had a 28% increase in confidence when inserting epidural needles, a 20% increase in interpreting simulated X-rays, a 32% increase in navigating challenging anatomical variations, a 12% increase in identifying key anatomical landmarks, a 20% increase in ensuring the correct placement of the lead, or a 53% increase in preparedness for performing an SCS procedure in a real clinical setting. The participant's perspective on how valuable the stimulator training was for enhancing procedural skills increased by 38% and how well the simulator replicated real-life SCS procedure increased by 52%, although both were statistically insignificant (p > 0.05). Conclusions This pilot study shows that the utilization of simulated neuromodulation training is a viable means of augmenting neuromodulation education by increasing physician's confidence in aspects of the SCS placement procedure. The extent to which simulator training improves procedural skills in a real-life SCS placement needs to be investigated further.

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BACKGROUND: Open reduction and internal fixation are the gold-standard treatment for displaced patellar fractures. The current literature remains inconclusive on the relationship between resident participation in the operating room and optimal patient outcomes. We hypothesize that surgeries performed solely by residents, without attending supervision, can provide similar outcomes to those performed by fellowship-trained orthopedic surgeons, providing new insights into the relationship between resident autonomy and surgical outcomes in the field of orthopedic trauma. METHODS: A tertiary trauma center cohort was retrospectively reviewed for all surgically treated patellar fractures between 2015 and 2020. The cohort was divided into 2 groups: patients operated by residents and patients operated by orthopedic trauma specialists. Demographics, surgical parameters, and radiographs were compared between the groups to evaluate complications and reoperation rates, radiographic outcomes (such as hardware failure, or loss of reduction), and clinical outcomes (including residual pain, painful hardware, decreased range of motion, and infections). RESULTS: A total of 129 patellar fractures were included in the study. Demographics and ASA were similar between the groups. There were no significant differences in complications (p = 0.900) or reoperation rates (p = 0.817), with an average follow-up time of 8 months (SD ± 5.3). Residents had significantly longer surgery duration (p =0.002). However, the overall length of stay was shorter in the resident group (p < 0.001). CONCLUSION: The study shows patellar fracture surgery performed by adequately trained residents can provide similar outcomes to those performed by fellowship-trained orthopaedic trauma surgeons. These findings highlight the significance of surgical autonomy in residency and its role in contemporary surgical education.

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Background: Every July, new residents begin training across the United States, but it is unclear whether this affects the mortality rate of critically ill patients such as those with diabetes ketoacidosis (DKA). Methods: This national retrospective cohort study included patients aged 18 years or older admitted to acute care with DKA between 2016 and 2020. Data were obtained from the National Inpatient Sample Database. We compared patients admitted in July and August with those admitted during the remaining months and assessed the primary endpoint of all-cause inpatient mortality. We also obtained an odds ratio adjusted for confounders using multivariate logistic regression analysis. Secondary endpoints included length of hospital stay, total hospital charges, the crude rate of mechanical ventilation, acute kidney injury requiring hemodialysis, and vasopressor requirement. Hypothesis testing was conducted using the chi-square test for categorical variables and Student's t test for continuous variables. A two-tailed P value of < 0.05 was considered statistically significant. Results: Of the 269,095 hospitalizations identified over 5 years with a discharge diagnosis of DKA, 250,990 met the inclusion criteria. During July and August, 42,668 (17%) hospitalizations occurred, and 208,322 (83%) occurred during the remaining months. The mean age of the patients was 47 years, and there was no significant difference among the cohorts (P = 0.41). Female patients represented 54% of the total patients, and there was no difference between the cohorts (P = 0.68). Of the admitted patients, 61% were White, 21% were Black, and 11% were Hispanic, with no differences between the cohorts (P = 0.38). Medicare (35%) and Medicaid (30%) were the primary payers for most patients, and approximately 25% had private insurance. There were no differences between the cohorts in terms of primary payers (P = 0.49). The mean length of stay was 7 days, and the total hospitalization cost was $85,509. Admission in July or August did not increase the odds of inpatient mortality (adjusted odds ratio 0.96, P = 0.58). Conclusions: In this retrospective cohort study of patients admitted with DKA, inpatient care during July and August did not increase the odds of inpatient mortality.

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Purpose: Burnout is an occupational stress syndrome that gives rise to emotional exhaustion (EE) depersonalization (DP) and reduced personal accomplishment (PA). Increasing rates of burnout among health care professionals has been reported globally. Saudi Arabia appears to be among the highest in prevalence with reports of higher than 70%. Medical residents in training are the highest group at risk. The literature has repeatedly linked burnout among residents with poor academic performance on training exams, impaired quality of life, career choice regret and intentions to abandon medicine. In this study, we explore the factors that contribute to resident burnout, their experiences with burnout and how they choose to mitigate it. Methods: A qualitative design was used to conduct this study in the city of Riyadh, Saudi Arabia. A total of 14 residents from surgical and non-surgical programs were interviewed through in-depth interviews. Interpretive thematic analysis was used in coding and generated coding templates. Categories were repetitively reviewed and revised, expanding to include new data as it emerged and collapsing to remove redundant codes. Categories were organized into the final themes and sub-themes. Results: All participants demonstrated a shared thread of shame in reaching the level of burnout. Three main interlinked themes were identified: Burnout stigma cycle, amalgamated causes of burnout and self-coping with burnout. One of the concerning findings in our study is the participants' pursuit of self-coping strategies and the avoidance of formal help, creating a cycle of suffering in silence. Conclusion: The literature has repeatedly reported high levels of burnout among residents in training. This study has added another dimension to those findings through the exploration of residents actual accounts and appears to link burnout with suboptimal training and working conditions. We have highlighted the pivotal role stigma and shame play in completely preventing residents from seeking professional help.