OBJECTIVES: The coronavirus disease 2019 (COVID-19) pandemic had direct effects on population health through infection and morbidity, as well as indirect effects on population mental health. We estimated the network structure of post-traumatic stress symptoms (PTSS) and depressive symptoms throughout the pandemic in Korea and aimed to identify the most central and bridging symptoms. METHODS: Participants aged 30–64 years completed mental health surveys across 3 phases of the COVID-19 pandemic: March 2020 (n=1,925), February–March 2021 (n=1,754), and December 2021–January 2022 (n=1,595). Using PTSS and depressive symptom data, we conducted network analyses, and the primary measures of symptom importance (centrality) were expected influence and bridge expected influence. RESULTS: In the comorbidity network, although the most central symptoms fluctuated over the course of the pandemic, sleep problems were consistently identified as the most influential bridge symptoms throughout. The symptom network structure differed between the subacute and chronic phases of the pandemic. CONCLUSIONS We found evidence of changes in the network structure of PTSS and depressive symptoms, even as sleep problems retained a consistent role as a bridging symptom. Although overall network structures varied across phases of the pandemic, the bridging role of sleep-related symptoms remained consistently strong, suggesting that sleep problems may represent a general and enduring mechanism underlying PTSS–depression comorbidity. During future pandemics, prompt screening for sleep problems may help prevent the development of comorbidity between PTSS and depressive symptoms.

Purpose: Interviews play a crucial role in the medical school selection process, although little is known about interviewers’ non-verbal observable communications (NoVOC) during the interviews. This study investigates how interviewers perceive NoVOC exhibited by interviewees in two medical schools, one in Taiwan and the other in Australia. The study also explores potential cross-cultural differences in these perceptions. Methods: A 26-item questionnaire was developed using a Delphi-like method to identify NoVOC. Interviewers from the University of New South Wales, Australia, and National Yang Ming Chiao Tung University, Taiwan (n=47 and N=78, respectively) rated these NoVOC between 2018 and 2021. Factor analyses identified and validated underlying factors. Measurement invariance across countries and genders was examined. Results: A total of 125 interviewers completed the questionnaire, including 78 from Taiwan and 47 from Australia. Using exploratory factor analysis, 14 items yielded reliable three factors “charming,” “disengaged,” and “anxious” (Cronbach’s α=0.853, 0.714, and 0.628, respectively). The measurement invariance analysis indicated that the factor models were invariant across genders but significantly different between the two countries. Further analysis revealed inconsistencies in interpreting the “anxious” factor between Taiwan and Australia. Conclusion The three distinct factors revealed in this study provide valuable insights into the NoVOC that interviewers perceive and evaluate during the interview process. The findings highlight the importance of considering non-verbal communication in selecting medical students and emphasize the need for training and awareness among interviewers. Understanding the impact of non-verbal behaviors can improve selection processes to mitigate bias and enhance the fairness and reliability of medical student selection.

Purpose: Interviews play a crucial role in the medical school selection process, although little is known about interviewers’ non-verbal observable communications (NoVOC) during the interviews. This study investigates how interviewers perceive NoVOC exhibited by interviewees in two medical schools, one in Taiwan and the other in Australia. The study also explores potential cross-cultural differences in these perceptions. Methods: A 26-item questionnaire was developed using a Delphi-like method to identify NoVOC. Interviewers from the University of New South Wales, Australia, and National Yang Ming Chiao Tung University, Taiwan (n=47 and N=78, respectively) rated these NoVOC between 2018 and 2021. Factor analyses identified and validated underlying factors. Measurement invariance across countries and genders was examined. Results: A total of 125 interviewers completed the questionnaire, including 78 from Taiwan and 47 from Australia. Using exploratory factor analysis, 14 items yielded reliable three factors “charming,” “disengaged,” and “anxious” (Cronbach’s α=0.853, 0.714, and 0.628, respectively). The measurement invariance analysis indicated that the factor models were invariant across genders but significantly different between the two countries. Further analysis revealed inconsistencies in interpreting the “anxious” factor between Taiwan and Australia. Conclusion The three distinct factors revealed in this study provide valuable insights into the NoVOC that interviewers perceive and evaluate during the interview process. The findings highlight the importance of considering non-verbal communication in selecting medical students and emphasize the need for training and awareness among interviewers. Understanding the impact of non-verbal behaviors can improve selection processes to mitigate bias and enhance the fairness and reliability of medical student selection.

Purpose: Interviews play a crucial role in the medical school selection process, although little is known about interviewers’ non-verbal observable communications (NoVOC) during the interviews. This study investigates how interviewers perceive NoVOC exhibited by interviewees in two medical schools, one in Taiwan and the other in Australia. The study also explores potential cross-cultural differences in these perceptions. Methods: A 26-item questionnaire was developed using a Delphi-like method to identify NoVOC. Interviewers from the University of New South Wales, Australia, and National Yang Ming Chiao Tung University, Taiwan (n=47 and N=78, respectively) rated these NoVOC between 2018 and 2021. Factor analyses identified and validated underlying factors. Measurement invariance across countries and genders was examined. Results: A total of 125 interviewers completed the questionnaire, including 78 from Taiwan and 47 from Australia. Using exploratory factor analysis, 14 items yielded reliable three factors “charming,” “disengaged,” and “anxious” (Cronbach’s α=0.853, 0.714, and 0.628, respectively). The measurement invariance analysis indicated that the factor models were invariant across genders but significantly different between the two countries. Further analysis revealed inconsistencies in interpreting the “anxious” factor between Taiwan and Australia. Conclusion The three distinct factors revealed in this study provide valuable insights into the NoVOC that interviewers perceive and evaluate during the interview process. The findings highlight the importance of considering non-verbal communication in selecting medical students and emphasize the need for training and awareness among interviewers. Understanding the impact of non-verbal behaviors can improve selection processes to mitigate bias and enhance the fairness and reliability of medical student selection.

Purpose: Interviews play a crucial role in the medical school selection process, although little is known about interviewers’ non-verbal observable communications (NoVOC) during the interviews. This study investigates how interviewers perceive NoVOC exhibited by interviewees in two medical schools, one in Taiwan and the other in Australia. The study also explores potential cross-cultural differences in these perceptions. Methods: A 26-item questionnaire was developed using a Delphi-like method to identify NoVOC. Interviewers from the University of New South Wales, Australia, and National Yang Ming Chiao Tung University, Taiwan (n=47 and N=78, respectively) rated these NoVOC between 2018 and 2021. Factor analyses identified and validated underlying factors. Measurement invariance across countries and genders was examined. Results: A total of 125 interviewers completed the questionnaire, including 78 from Taiwan and 47 from Australia. Using exploratory factor analysis, 14 items yielded reliable three factors “charming,” “disengaged,” and “anxious” (Cronbach’s α=0.853, 0.714, and 0.628, respectively). The measurement invariance analysis indicated that the factor models were invariant across genders but significantly different between the two countries. Further analysis revealed inconsistencies in interpreting the “anxious” factor between Taiwan and Australia. Conclusion The three distinct factors revealed in this study provide valuable insights into the NoVOC that interviewers perceive and evaluate during the interview process. The findings highlight the importance of considering non-verbal communication in selecting medical students and emphasize the need for training and awareness among interviewers. Understanding the impact of non-verbal behaviors can improve selection processes to mitigate bias and enhance the fairness and reliability of medical student selection.

The purpose of this systematic review and meta-analysis is to evaluate the safety and efficacy of anti-inflammatory-impregnated gelatin sponges in spine surgeries. Gelatin sponges are increasingly used as delivery vehicles for anti-inflammatory and analgesic drugs during spine surgeries. However, concerns about their safety and efficacy persist. A comprehensive literature search was conducted to identify original research articles investigating the use of anti-inflammatory-impregnated gelatin sponges in spine surgeries from 2006 to 2024. Case reports, case series, animal studies, cadaveric studies, and abstract-only articles were excluded. The risk of bias was assessed using Cochrane Risk of Bias 2.0 (Cochrane, UK) for randomized controlled trials (RCTs) and the Newcastle Ottawa Scale (NOS) for observational studies. Meta-analysis was performed using Cochrane Review Manager Web. Thirteen studies (six RCTs, six cohort studies, and one case-control study) were included. Pooled analysis revealed a significant decrease in Visual Analog Scale (VAS) score for back pain (mean difference [MD], −0.62; 95% confidence intervals [CI], −0.78 to −0.46; p<0.00001), VAS score for leg pain (MD, −0.60; 95% CI, −0.87 to −0.34; p<0.00001), and length of hospital stay (MD, −0.99; 95% CI, −1.68 to −0.31; p=0.0004). Additionally, there was a significant increase in the Japanese Orthopedic Association score (MD, 0.98; 95% CI, 0.00 to 1.96; p=0.05). However, no significant difference was observed in the disability index (MD, −0.59; 95% CI, −1.88 to −0.70; p=0.37). The use of anti-inflammatory-impregnated gelatin sponges during spine surgeries decreases postoperative back pain and leg pain, reduces length of stay, and improves neurological function. Larger, prospective, randomized trials are required to obtain more robust evidence.

The purpose of this systematic review and meta-analysis is to evaluate the safety and efficacy of anti-inflammatory-impregnated gelatin sponges in spine surgeries. Gelatin sponges are increasingly used as delivery vehicles for anti-inflammatory and analgesic drugs during spine surgeries. However, concerns about their safety and efficacy persist. A comprehensive literature search was conducted to identify original research articles investigating the use of anti-inflammatory-impregnated gelatin sponges in spine surgeries from 2006 to 2024. Case reports, case series, animal studies, cadaveric studies, and abstract-only articles were excluded. The risk of bias was assessed using Cochrane Risk of Bias 2.0 (Cochrane, UK) for randomized controlled trials (RCTs) and the Newcastle Ottawa Scale (NOS) for observational studies. Meta-analysis was performed using Cochrane Review Manager Web. Thirteen studies (six RCTs, six cohort studies, and one case-control study) were included. Pooled analysis revealed a significant decrease in Visual Analog Scale (VAS) score for back pain (mean difference [MD], −0.62; 95% confidence intervals [CI], −0.78 to −0.46; p<0.00001), VAS score for leg pain (MD, −0.60; 95% CI, −0.87 to −0.34; p<0.00001), and length of hospital stay (MD, −0.99; 95% CI, −1.68 to −0.31; p=0.0004). Additionally, there was a significant increase in the Japanese Orthopedic Association score (MD, 0.98; 95% CI, 0.00 to 1.96; p=0.05). However, no significant difference was observed in the disability index (MD, −0.59; 95% CI, −1.88 to −0.70; p=0.37). The use of anti-inflammatory-impregnated gelatin sponges during spine surgeries decreases postoperative back pain and leg pain, reduces length of stay, and improves neurological function. Larger, prospective, randomized trials are required to obtain more robust evidence.

The purpose of this systematic review and meta-analysis is to evaluate the safety and efficacy of anti-inflammatory-impregnated gelatin sponges in spine surgeries. Gelatin sponges are increasingly used as delivery vehicles for anti-inflammatory and analgesic drugs during spine surgeries. However, concerns about their safety and efficacy persist. A comprehensive literature search was conducted to identify original research articles investigating the use of anti-inflammatory-impregnated gelatin sponges in spine surgeries from 2006 to 2024. Case reports, case series, animal studies, cadaveric studies, and abstract-only articles were excluded. The risk of bias was assessed using Cochrane Risk of Bias 2.0 (Cochrane, UK) for randomized controlled trials (RCTs) and the Newcastle Ottawa Scale (NOS) for observational studies. Meta-analysis was performed using Cochrane Review Manager Web. Thirteen studies (six RCTs, six cohort studies, and one case-control study) were included. Pooled analysis revealed a significant decrease in Visual Analog Scale (VAS) score for back pain (mean difference [MD], −0.62; 95% confidence intervals [CI], −0.78 to −0.46; p<0.00001), VAS score for leg pain (MD, −0.60; 95% CI, −0.87 to −0.34; p<0.00001), and length of hospital stay (MD, −0.99; 95% CI, −1.68 to −0.31; p=0.0004). Additionally, there was a significant increase in the Japanese Orthopedic Association score (MD, 0.98; 95% CI, 0.00 to 1.96; p=0.05). However, no significant difference was observed in the disability index (MD, −0.59; 95% CI, −1.88 to −0.70; p=0.37). The use of anti-inflammatory-impregnated gelatin sponges during spine surgeries decreases postoperative back pain and leg pain, reduces length of stay, and improves neurological function. Larger, prospective, randomized trials are required to obtain more robust evidence.

Background/Aims: Patients with cirrhosis and hepatocellular carcinoma (HCC) require extensive and personalized care to improve outcomes. ChatGPT (Generative Pre-trained Transformer), a large language model, holds the potential to provide professional yet patient-friendly support. We aimed to examine the accuracy and reproducibility of ChatGPT in answering questions regarding knowledge, management, and emotional support for cirrhosis and HCC. Methods: ChatGPT’s responses to 164 questions were independently graded by two transplant hepatologists and resolved by a third reviewer. The performance of ChatGPT was also assessed using two published questionnaires and 26 questions formulated from the quality measures of cirrhosis management. Finally, its emotional support capacity was tested. Results: We showed that ChatGPT regurgitated extensive knowledge of cirrhosis (79.1% correct) and HCC (74.0% correct), but only small proportions (47.3% in cirrhosis, 41.1% in HCC) were labeled as comprehensive. The performance was better in basic knowledge, lifestyle, and treatment than in the domains of diagnosis and preventive medicine. For the quality measures, the model answered 76.9% of questions correctly but failed to specify decision-making cut-offs and treatment durations. ChatGPT lacked knowledge of regional guidelines variations, such as HCC screening criteria. However, it provided practical and multifaceted advice to patients and caregivers regarding the next steps and adjusting to a new diagnosis. Conclusions We analyzed the areas of robustness and limitations of ChatGPT’s responses on the management of cirrhosis and HCC and relevant emotional support. ChatGPT may have a role as an adjunct informational tool for patients and physicians to improve outcomes.

Laparoscopic anterior lumbar interbody fusion (L-ALIF), which employs laparoscopic cameras to facilitate a less invasive approach, originally gained traction during the 1990s but has subsequently fallen out of favor. As the envelope for endoscopic approaches continues to be pushed, a recurrence of interest in laparoscopic and/or endoscopic anterior approaches seems possible. Therefore, evaluating the current evidence base in regard to this approach is of much clinical relevance. To this end, a systematic literature search was performed according to PRISMA (Preferred Reporting Items for Systematic Reviews and Meta-Analyses) guidelines using the following keywords: “(laparoscopic OR endoscopic) AND (anterior AND lumbar).” Out of the 441 articles retrieved, 22 were selected for quantitative analysis. The primary outcome of interest was the radiographic fusion rate. The secondary outcome was the incidence of perioperative complications. Meta-analysis was performed using RStudio’s “metafor” package. Of the 1,079 included patients (mean age, 41.8±2.9 years), 481 were males (44.6%). The most common indication for L-ALIF surgery was degenerative disk disease (reported by 18 studies, 81.8%). The mean follow-up duration was 18.8±11.2 months (range, 6–43 months). The pooled fusion rate was 78.9% (95% confidence interval [CI], 68.9–90.4). Complications occurred in 19.2% (95% CI, 13.4–27.4) of L-ALIF cases. Additionally, 7.2% (95% CI, 4.6–11.4) of patients required conversion from L-ALIF to open surgery. Although L-ALIF does not appear to be supported by studies available in the literature, it is important to consider the context from which these results have been obtained. Even if these results are taken at face value, the failure of endoscopy to have a role in the ALIF approach does not mean that it should not be incorporated in posterior approaches.