Analyzing a fake news authorship network

This project synthesizes a set of 246 fake news websites previously identified in three earlier research projects. From this dataset, we extract a set of all authors who have written for these sites in 2016. This authorcentric dataset is itself a contribution that will allow future analysis of the fake news ecosystem. Based on the data we collected, we construct a network of fake news sites, linking them if they shared a common author. Our analysis shows a tight cluster of author-sharing sites, with a small core set of sites sharing dozens of authors

Δm−\Delta^{m}-STATISTICAL CONVERGENCE OF ORDER α\alpha OF GENERALIZED DIFFERENCE SEQUENCES IN PROBABILISTIC NORMED SPACES

In this paper, we define the notion of $\Delta^{m}-$statistical convergence of order $\alpha$ of generalized difference sequences in the probabilistic normed spaces and present their characterization. We also define the notion of $\Delta^{m}-$statistical Cauchy of order $\alpha$ for these types of sequences in the probabilistic normed spaces. Also, we have given few examples which demonstrate that this notion is more generalized in the probabilistic normed spaces

A rare case of postpartum paraplegia: A case report

In this case report, a 27-year-old woman who had pre-eclampsia in the past and had a cesarean section as a result of the condition presents with an uncommon and difficult form of postpartum paraplegia. She experienced bilateral lower limb paralysis and urine incontinence soon after the surgery, which quickly led to unconsciousness and required mechanical ventilator support and intensive care treatment. Comprehensive diagnostic testing, which included magnetic resonance imaging scans of the brain and spinal cord, identified signs typical of “Posterior Reversible Encephalopathy Syndrome (PRES)” and spinal cord infarction affecting segments C3 to D2. “Antiphospholipid Antibody Syndrome (APLA)” was identified by laboratory testing, highlighting the significance of taking a thorough approach to comprehending this uncommon clinical condition. Treatment included anticoagulant therapy, high-dose steroid therapy, and antihypertensive drugs, emphasizing the crucial importance of inter-disciplinary care in handling such complex situations. Even if the patient's symptoms have partially improved, their condition is still being closely monitored in the intensive care unit. In the context of postpartum neurological problems and the complex interplay between pre-eclampsia, spinal cord infarction, and related clinical symptoms, this case emphasizes the need for increased awareness and prompt management

Efficacy & safety of EUS-directed transgastric endoscopic retrograde cholangiopancreatography (EDGE) in Roux-en-Y gastric bypass anatomy: a systematic review & meta-analysis

Background: In patients with Roux-en-Y gastric bypass (RYGB) anatomy, laparoscopic endoscopic retrograde cholangiopancreatography (LA-ERCP) and enteroscopy-assisted ERCP (E-ERCP) have been utilized to achieve pancreaticobiliary access. Endoscopic ultrasound-directed transgastric endoscopic retrograde cholangiopancreatography (EDGE) has recently emerged as an alternate and efficient approach. As data regarding EDGE continues to evolve, concerns about safety and efficacy remain, limiting wide adoptability. We performed a systematic review and meta-analysis to assess the safety and efficacy of EDGE and compare it to the current standard of care. Methods: A comprehensive search of major databases (inception to Nov 2022) identified published studies on EDGE. A random-effects model was used to calculate the pooled rates and heterogeneity (I2). Risk ratio (RR) and standardized difference in means (SMD) were utilized for head-to-head comparison analysis between EDGE vs. LA-ERCP and EDGE vs. E-ERCP. Primary outcomes assessed pooled EDGE safety (adverse events) and efficacy (technical/clinical success). Secondary outcomes assessed efficacy and safety profiles via a comparative analysis of EDGE vs. LA-ERCP and EDGE vs. E-ERCP. Results: A total of 16 studies (470 patients) were included. EDGE pooled technical success (TS) rate was 96% (95% CI 92-97.6, I2 = 0), and clinical success was 91% (85-95, I2 = 0). Pooled rate of all adverse events with EDGE was 17% (14-24.6, I2 = 32%). On sub-group analysis, these included failure of fistula closure 17% (10-25.5, I2 = 48%), stent migration 7% (4-12, I2 = 51%), bleeding 5% (3.2-7.9, I2 = 0), post-EDGE weight gain 4% (2-9, I2 = 0), perforation 4% (2.1-5.8, I2 = 0), and post-ERCP pancreatitis 2% (1-5, I2 = 0). EDGE TS was comparable to LA-ERCP (97% vs. 98%; RR, 1.00; CI, 0.85-1.17, p = 0.95) and E-ERCP (100% vs. 66%; RR, 1.26; CI, 0.99-1.6, p = 0.06). No statistical difference was noted in adverse events between EDGE and LA-ERCP (13% vs. 17.6%; RR, 0.61; CI, 0.28-1.35, p = 0.52) and E-ERCP (9.6% vs. 16%; RR, 0.61; CI, 0.28-1.35, p = 0.22). EDGE procedure time and hospital stay were shorter than LA-ERCP and E-ERCP (p < 0.001). Conclusion: Our analysis shows that EDGE is safe and efficacious to the current standard of care. Further head-to-head comparative trials are needed to validate our findings