Background: and Purpose Previous research on patients with acute ischemic stroke (AIS) has shown a 0.5% incidence of major gastrointestinal bleeding (GIB) requiring blood transfusion during hospitalization. The existing literature has insufficiently explored the long-term incidence in this population despite the decremental impact of GIB on stroke outcomes. Methods: We analyzed the data from a cohort of patients with AIS admitted to 14 hospitals as part of a nationwide multicenter prospective stroke registry between 2011 and 2013. These patients were followed up for up to 6 years. The occurrence of major GIB events, defined as GIB necessitating at least two units of blood transfusion, was tracked using the National Health Insurance Service claims data. Results: Among 10,818 patients with AIS (male, 59%; mean age, 68±13 years), 947 (8.8%) experienced 1,224 episodes of major GIB over a median follow-up duration of 3.1 years. Remarkably, 20% of 947 patients experienced multiple episodes of major GIB. The incidence peaked in the first month after AIS, reaching 19.2 per 100 person-years, and gradually decreased to approximately one-sixth of this rate by the 2nd year with subsequent stabilization. Multivariable analysis identified the following predictors of major GIB: anemia, estimated glomerular filtration rate <60 mL/min/1.73 m2 , and a 3-month modified Rankin Scale score of ≥4. Conclusion Patients with AIS are susceptible to major GIB, particularly in the first month after the onset of AIS, with the risk decreasing thereafter. Implementing preventive strategies may be important, especially for patients with anemia and impaired renal function at stroke onset and those with a disabling stroke.

Background: and Purpose Previous research on patients with acute ischemic stroke (AIS) has shown a 0.5% incidence of major gastrointestinal bleeding (GIB) requiring blood transfusion during hospitalization. The existing literature has insufficiently explored the long-term incidence in this population despite the decremental impact of GIB on stroke outcomes. Methods: We analyzed the data from a cohort of patients with AIS admitted to 14 hospitals as part of a nationwide multicenter prospective stroke registry between 2011 and 2013. These patients were followed up for up to 6 years. The occurrence of major GIB events, defined as GIB necessitating at least two units of blood transfusion, was tracked using the National Health Insurance Service claims data. Results: Among 10,818 patients with AIS (male, 59%; mean age, 68±13 years), 947 (8.8%) experienced 1,224 episodes of major GIB over a median follow-up duration of 3.1 years. Remarkably, 20% of 947 patients experienced multiple episodes of major GIB. The incidence peaked in the first month after AIS, reaching 19.2 per 100 person-years, and gradually decreased to approximately one-sixth of this rate by the 2nd year with subsequent stabilization. Multivariable analysis identified the following predictors of major GIB: anemia, estimated glomerular filtration rate <60 mL/min/1.73 m2 , and a 3-month modified Rankin Scale score of ≥4. Conclusion Patients with AIS are susceptible to major GIB, particularly in the first month after the onset of AIS, with the risk decreasing thereafter. Implementing preventive strategies may be important, especially for patients with anemia and impaired renal function at stroke onset and those with a disabling stroke.

Background: and Purpose Previous research on patients with acute ischemic stroke (AIS) has shown a 0.5% incidence of major gastrointestinal bleeding (GIB) requiring blood transfusion during hospitalization. The existing literature has insufficiently explored the long-term incidence in this population despite the decremental impact of GIB on stroke outcomes. Methods: We analyzed the data from a cohort of patients with AIS admitted to 14 hospitals as part of a nationwide multicenter prospective stroke registry between 2011 and 2013. These patients were followed up for up to 6 years. The occurrence of major GIB events, defined as GIB necessitating at least two units of blood transfusion, was tracked using the National Health Insurance Service claims data. Results: Among 10,818 patients with AIS (male, 59%; mean age, 68±13 years), 947 (8.8%) experienced 1,224 episodes of major GIB over a median follow-up duration of 3.1 years. Remarkably, 20% of 947 patients experienced multiple episodes of major GIB. The incidence peaked in the first month after AIS, reaching 19.2 per 100 person-years, and gradually decreased to approximately one-sixth of this rate by the 2nd year with subsequent stabilization. Multivariable analysis identified the following predictors of major GIB: anemia, estimated glomerular filtration rate <60 mL/min/1.73 m2 , and a 3-month modified Rankin Scale score of ≥4. Conclusion Patients with AIS are susceptible to major GIB, particularly in the first month after the onset of AIS, with the risk decreasing thereafter. Implementing preventive strategies may be important, especially for patients with anemia and impaired renal function at stroke onset and those with a disabling stroke.

Background: This study examined gender differences in occupational stress, depressive symptoms, and suicidal ideation by considering the potential moderating effect of grit on Korean employees. Methods: A total of 11,369 participants (7,735 men and 3,634 women) aged 19–65 years, employed across 18 private companies and local government organizations in Korea, completed questionnaires including the Short Grit Scale, Korean Occupational Stress Scale, and Center for Epidemiologic Studies Depression Scale between April 2020 and March 2022.Suicidal ideation was assessed based on its presence or absence. Mediation and moderation analyses were performed using the Statistical Package for the Social Sciences PROCESS macro. Results: Depressive symptoms partially mediated the relationship between occupational stress and suicidal ideation in male employees, whereas depressive symptoms fully mediated the relationship in female employees. Grit moderated the relationship between depressive symptoms and suicidal ideation in male employees but not in female employees.Furthermore, the moderated mediating effect of grit in male employees on the relationship between occupational stress and suicidal ideation provided less protection in cases of severe depression. The cross-sectional design does not allow for causal inferences. Conclusion These findings contribute to understanding of the gender differences in the impact of depressive symptoms on the relationship between occupational stress and suicidal ideation, as well as the protective effect of grit. These findings highlight the need for genderspecific approaches to prevent suicidal ideation among employees.

Background: This study examined gender differences in occupational stress, depressive symptoms, and suicidal ideation by considering the potential moderating effect of grit on Korean employees. Methods: A total of 11,369 participants (7,735 men and 3,634 women) aged 19–65 years, employed across 18 private companies and local government organizations in Korea, completed questionnaires including the Short Grit Scale, Korean Occupational Stress Scale, and Center for Epidemiologic Studies Depression Scale between April 2020 and March 2022.Suicidal ideation was assessed based on its presence or absence. Mediation and moderation analyses were performed using the Statistical Package for the Social Sciences PROCESS macro. Results: Depressive symptoms partially mediated the relationship between occupational stress and suicidal ideation in male employees, whereas depressive symptoms fully mediated the relationship in female employees. Grit moderated the relationship between depressive symptoms and suicidal ideation in male employees but not in female employees.Furthermore, the moderated mediating effect of grit in male employees on the relationship between occupational stress and suicidal ideation provided less protection in cases of severe depression. The cross-sectional design does not allow for causal inferences. Conclusion These findings contribute to understanding of the gender differences in the impact of depressive symptoms on the relationship between occupational stress and suicidal ideation, as well as the protective effect of grit. These findings highlight the need for genderspecific approaches to prevent suicidal ideation among employees.

Background: This study examined gender differences in occupational stress, depressive symptoms, and suicidal ideation by considering the potential moderating effect of grit on Korean employees. Methods: A total of 11,369 participants (7,735 men and 3,634 women) aged 19–65 years, employed across 18 private companies and local government organizations in Korea, completed questionnaires including the Short Grit Scale, Korean Occupational Stress Scale, and Center for Epidemiologic Studies Depression Scale between April 2020 and March 2022.Suicidal ideation was assessed based on its presence or absence. Mediation and moderation analyses were performed using the Statistical Package for the Social Sciences PROCESS macro. Results: Depressive symptoms partially mediated the relationship between occupational stress and suicidal ideation in male employees, whereas depressive symptoms fully mediated the relationship in female employees. Grit moderated the relationship between depressive symptoms and suicidal ideation in male employees but not in female employees.Furthermore, the moderated mediating effect of grit in male employees on the relationship between occupational stress and suicidal ideation provided less protection in cases of severe depression. The cross-sectional design does not allow for causal inferences. Conclusion These findings contribute to understanding of the gender differences in the impact of depressive symptoms on the relationship between occupational stress and suicidal ideation, as well as the protective effect of grit. These findings highlight the need for genderspecific approaches to prevent suicidal ideation among employees.

Background: This study examined gender differences in occupational stress, depressive symptoms, and suicidal ideation by considering the potential moderating effect of grit on Korean employees. Methods: A total of 11,369 participants (7,735 men and 3,634 women) aged 19–65 years, employed across 18 private companies and local government organizations in Korea, completed questionnaires including the Short Grit Scale, Korean Occupational Stress Scale, and Center for Epidemiologic Studies Depression Scale between April 2020 and March 2022.Suicidal ideation was assessed based on its presence or absence. Mediation and moderation analyses were performed using the Statistical Package for the Social Sciences PROCESS macro. Results: Depressive symptoms partially mediated the relationship between occupational stress and suicidal ideation in male employees, whereas depressive symptoms fully mediated the relationship in female employees. Grit moderated the relationship between depressive symptoms and suicidal ideation in male employees but not in female employees.Furthermore, the moderated mediating effect of grit in male employees on the relationship between occupational stress and suicidal ideation provided less protection in cases of severe depression. The cross-sectional design does not allow for causal inferences. Conclusion These findings contribute to understanding of the gender differences in the impact of depressive symptoms on the relationship between occupational stress and suicidal ideation, as well as the protective effect of grit. These findings highlight the need for genderspecific approaches to prevent suicidal ideation among employees.

Objectives: Sepsis is a leading global cause of mortality, and predicting its outcomes is vital for improving patient care. This study explored the capabilities of ChatGPT, a state-of-the-art natural language processing model, in predicting in-hospital mortality for sepsis patients. Methods: This study utilized data from the Korean Sepsis Alliance (KSA) database, collected between 2019 and 2021, focusing on adult intensive care unit (ICU) patients and aiming to determine whether ChatGPT could predict all-cause mortality after ICU admission at 7 and 30 days. Structured prompts enabled ChatGPT to engage in in-context learning, with the number of patient examples varying from zero to six. The predictive capabilities of ChatGPT-3.5-turbo and ChatGPT-4 were then compared against a gradient boosting model (GBM) using various performance metrics. Results: From the KSA database, 4,786 patients formed the 7-day mortality prediction dataset, of whom 718 died, and 4,025 patients formed the 30-day dataset, with 1,368 deaths. Age and clinical markers (e.g., Sequential Organ Failure Assessment score and lactic acid levels) showed significant differences between survivors and non-survivors in both datasets. For 7-day mortality predictions, the area under the receiver operating characteristic curve (AUROC) was 0.70–0.83 for GPT-4, 0.51–0.70 for GPT-3.5, and 0.79 for GBM. The AUROC for 30-day mortality was 0.51–0.59 for GPT-4, 0.47–0.57 for GPT-3.5, and 0.76 for GBM. Zero-shot predictions using GPT-4 for mortality from ICU admission to day 30 showed AUROCs from the mid-0.60s to 0.75 for GPT-4 and mainly from 0.47 to 0.63 for GPT-3.5. Conclusions GPT-4 demonstrated potential in predicting short-term in-hospital mortality, although its performance varied across different evaluation metrics.

This report presents the latest statistics on the stroke population in South Korea, sourced from the Clinical Research Collaborations for Stroke in Korea-National Institute for Health (CRCS-K-NIH), a comprehensive, nationwide, multicenter stroke registry. The Korean cohort, unlike western populations, shows a male-to-female ratio of 1.5, attributed to lower risk factors in Korean women. The average ages for men and women are 67 and 73 years, respectively.Hypertension is the most common risk factor (67%), consistent with global trends, but there is a higher prevalence of diabetes (35%) and smoking (21%). The prevalence of atrial fibrillation (19%) is lower than in western populations, suggesting effective prevention strategies in the general population. A high incidence of large artery atherosclerosis (38%) is observed, likely due to prevalent intracranial arterial disease in East Asians and advanced imaging techniques.There has been a decrease in intravenous thrombolysis rates, from 12% in 2017–2019 to 10% in 2021, with no improvements in door-to-needle and door-to-puncture times, worsened by the coronavirus disease 2019 pandemic. While the use of aspirin plus clopidogrel for noncardioembolic stroke and direct oral anticoagulants for atrial fibrillation is well-established, the application of direct oral anticoagulants for non-atrial fibrillation cardioembolic strokes in the acute phase requires further research. The incidence of early neurological deterioration (13%) and the cumulative incidence of recurrent stroke at 3 months (3%) align with global figures. Favorable outcomes at 3 months (63%) are comparable internationally, yet the lack of improvement in dependency at 3 months highlights the need for advancements in acute stroke care.

Objective: We aimed to evaluate the efficacy of EmboTrap II in terms of first-pass recanalization and to determine whether it could yield favorable outcomes. Materials and Methods: In this multicenter, prospective study, we consecutively enrolled patients who underwent mechanical thrombectomy using EmboTrap II as a front-line device. The primary outcome was the first pass effect (FPE) rate defined by modified Thrombolysis In Cerebral Infarction (mTICI) grade 2c or 3 by the first pass of EmboTrap II. In addition, modified FPE (mFPE; mTICI grade 2b–3 by the first pass of EmboTrap II), successful recanalization (final mTICI grade 2b–3), and clinical outcomes were assessed. We also analyzed the effect of FPE on a modified Rankin Scale (mRS) score of 0–2 at 3 months. Results: Two hundred-ten patients (mean age ± standard deviation, 73.3 ± 11.4 years; male, 55.7%) were included. Ninetynine patients (47.1%) had FPE, and mFPE was achieved in 150 (71.4%) patients. Successful recanalization was achieved in 191 (91.0%) patients. Among them, 164 (85.9%) patients underwent successful recanalization by exclusively using EmboTrap II. The time from groin puncture to FPE was 25.0 minutes (interquartile range, 17.0–35.0 minutes). Procedure-related complications were observed in seven (3.3%) patients. Symptomatic intracranial hemorrhage developed in 14 (6.7%) patients. One hundred twenty-three (58.9% of 209 completely followed) patients had an mRS score of 0–2. Sixteen (7.7% of 209) patients died during the follow-up period. Patients who had successful recanalization with FPE were four times more likely to have an mRS score of 0–2 than those who had successful recanalization without FPE (adjusted odds ratio, 4.13;95% confidence interval, 1.59–10.8; p = 0.004). Conclusion Mechanical thrombectomy using the front-line EmboTrap II is effective and safe. In particular, FPE rates were high. Achieving FPE was important for an mRS score of 0–2, even in patients with successful recanalization.