Diagnostic Accuracy of ChatGPT for Patients' Triage; a Systematic Review and Meta-Analysis.

Introduction: Artificial intelligence (AI), particularly ChatGPT developed by OpenAI, has shown the potential to improve diagnostic accuracy and efficiency in emergency department (ED) triage. This study aims to evaluate the diagnostic performance and safety of ChatGPT in prioritizing patients based on urgency in ED settings. Methods: A systematic review and meta-analysis were conducted following PRISMA guidelines. Comprehensive literature searches were performed in Scopus, Web of Science, PubMed, and Embase. Studies evaluating ChatGPT's diagnostic performance in ED triage were included. Quality assessment was conducted using the QUADAS-2 tool. Pooled accuracy estimates were calculated using a random-effects model, and heterogeneity was assessed with the I² statistic. Results: Fourteen studies with a total of 1,412 patients or scenarios were included. ChatGPT 4.0 demonstrated a pooled accuracy of 0.86 (95% CI: 0.64-0.98) with substantial heterogeneity (I² = 93%). ChatGPT 3.5 showed a pooled accuracy of 0.63 (95% CI: 0.43-0.81) with significant heterogeneity (I² = 84%). Funnel plots indicated potential publication bias, particularly for ChatGPT 3.5. Quality assessments revealed varying levels of risk of bias and applicability concerns. Conclusion: ChatGPT, especially version 4.0, shows promise in improving ED triage accuracy. However, significant variability and potential biases highlight the need for further evaluation and enhancement.

Immunotherapy and transarterial embolization in patients with metastatic melanoma: a retrospective cohort study.

Aim: To investigate how the sequence of checkpoint immunotherapy (CPI) and transarterial embolization (TAE) affects overall survival (OS) of patients with metastatic melanoma.Materials & methods: This retrospective cohort study included 65 patients with metastatic melanoma who underwent both TAE and CPI between September 2011 and January 2022.Results: Significantly higher OS was seen in patients who received CPI before and after embolization (22 months, 95% CI 14-NR, p < 0.001) compared with only before embolization (4.5 months 95% CI, 14-NR). ≤3 hepatic metastasis (p < 0.01), more TAE procedures (p < 0.001) and CPI sequence (before and after embolization) (p < 0.001) were independent predictors of survival.Conclusion: Metastatic melanoma patients who underwent TAE have longer survival when CPI was sequenced both before and after embolization.

This study looked at how the order of two treatments, called checkpoint immunotherapy (CPI) and transarterial embolization (TAE), affects how long people with metastatic melanoma live. Sixty-five patients who had both treatments between September 2011 and January 2022 took part in the study. Patients with fewer than three liver metastases, cancer in just one part of the liver, and who had more TAE treatments tended to live longer. Patients who got CPI both before and after TAE lived longer compared with those who only got CPI before TAE.

Practical Considerations When Choosing Chemoembolization versus Radioembolization for Hepatocellular Carcinoma.

Transarterial chemoembolization (TACE) and transarterial radioembolization (TARE) are common liver-directed therapies (LDTs) for unresectable HCC. While both deliver intra-arterial treatment directly to the site of the tumor, they differ in mechanisms of action and side effects. Several studies have compared their side effect profile, time to progression, and overall survival data, but often these lack practical considerations when choosing which treatment modality to use. Many factors can impact operator's choice for treatment, and the choice depends on treatment availability, cost, insurance coverage, operator's comfort level, patient-specific factors, tumor location, tumor biology, and disease stage. This review discusses survival data, time to progression data, as well as more practical patient and tumor characteristics for personalized LDT with TACE or TARE.

Anti-Glycolytic Drugs in the Treatment of Hepatocellular Carcinoma: Systemic and Locoregional Options.

Hepatocellular cancer (HCC) is the most common primary liver cancer and the third leading cause of cancer-related death. Locoregional therapies, including transarterial embolization (TAE: bland embolization), chemoembolization (TACE), and radioembolization, have demonstrated survival benefits when treating patients with unresectable HCC. TAE and TACE occlude the tumor's arterial supply, causing hypoxia and nutritional deprivation and ultimately resulting in tumor necrosis. Embolization blocks the aerobic metabolic pathway. However, tumors, including HCC, use the "Warburg effect" and survive hypoxia from embolization. An adaptation to hypoxia through the Warburg effect, which was first described in 1956, is when the cancer cells switch to glycolysis even in the presence of oxygen. Hence, this is also known as aerobic glycolysis. In this article, the adaptation mechanisms of HCC, including glycolysis, are discussed, and anti-glycolytic treatments, including systemic and locoregional options that have been previously reported or have the potential to be utilized in the treatment of HCC, are reviewed.

Combined application of neural stem/progenitor cells and scaffolds on locomotion recovery following spinal cord injury in rodents: a systematic review and meta-analysis.

BACKGROUND: This present study evaluates the pre-clinical evidence on the efficacy of NS/PC and scaffold (NS/PC + scaffold) transplantation on locomotor recovery after traumatic spinal cord injury (SCI). METHOD: Two independent reviewers screened the records gathered through a systematic search in MEDLINE, Embase, Scopus, and Web of Sciences databases. Studies on rats/mice evaluating the efficacy of simultaneous transplantation of NS/PCs and scaffold in the treatment of SCI were included. The results were reported as standardized mean difference (SMD) and 95% confidence interval (95% CI). RESULTS: Forty-seven articles were retrieved. Analyses showed that NS/PC + scaffold transplantation significantly improved locomotion in animals with SCI compared to that of the non-treatment group (SMD = 2.71, 95% CI: 1.89 to 3.54; I2 = 95.15%, p < 0.0001), scaffold alone (SMD = 2.28; 95% CI: 1.56 to 3.00; I2 = 94.38%; p < 0.0001), and NS/PCs alone (SMD = 1.74, 95% CI: 0.64 to 2.83; I2 = 92.02%, p < 0.0001). Moreover, the effectiveness of the treatment significantly increases when PLGA-based scaffolds and antibiotics are used. In addition, the NS/PC + scaffold transplantation during the first week after injury led to a significant improvement in locomotion, while concomitant transplantation of NS/PC + scaffold did not improve locomotion in cervical lesions. CONCLUSION: The findings showed that using NS/PCs with scaffold not only improves locomotion recovery, but also is superior to NS/PCs alone and scaffold alone. Future experiments and translational clinical studies are recommended to focus on the assessment of the safety and efficacy of the application of NS/PC + scaffold on SCI recovery.

Early General Hypothermia Improves Motor Function after Spinal Cord Injury in Rats; a Systematic Review and Meta-Analysis.

INTRODUCTION: There is still controversy about the effect of early hypothermia on the outcome of spinal cord injury (SCI). The aim of this review article is to investigate the effect of local or general hypothermia on improving the locomotion after traumatic SCI. METHODS: Electronic databases (Medline and Embase) were searched from inception until May 7, 2018. Two independent reviewers screened and summarized the relevant experimental studies on hypothermia efficacy in traumatic SCI. The data were analyzed and the findings were presented as pooled standardized mean difference (SMD) and 95% confidence interval (95% CI). RESULTS: 20 papers containing 30 separate experiments were included in meta-analysis. The onset of hypothermia varied between 0 and 240 minutes after SCI. Administration of hypothermia has a positive effect on locomotion following SCI (SMD=0.56 95% CI: 0.18-0.95, p=0.004). Subgroup analysis showed that general hypothermia improves locomotion recovery (SMD =0.89, 95% CI: 0.42 to 1.36; p <0.0001), while local hypothermia does not have a significant effect on motor recovery (SMD=0.20, 95 % CI: -0.36-0.76, p=0.478). In addition, general hypothermia was found to affect motor recovery only if its duration was between 2 and 8 hours (SMD=0.89; p<0.0001) and the target temperature for induction of hypothermia was between 32 and 35° C (SMD=0.83; p<0.0001). CONCLUSION: We found that general hypothermia improves locomotion after SCI in rats. Duration of induction and the target temperature are two essential considerations for general therapeutic hypothermia.