Miracle-dz/UniFAR-FTUs huggingface dataset:
Nutritional Behaviors, Vitamin Supplementation and Physical Activity among Polish Adults during the COVID-19 Pandemic

The COVID-19 pandemic and its consequences, including social isolation, movement restrictions and work instability have altered many people’s nutritional behaviors and daily lifestyle. The aim of the study was to evaluate the influence of the COVID-19 pandemic on selected eating habits, physical activity and daily lifestyle changes of Polish adults (n = 145). The self-designed and anonymous questionnaire was available online from the 1 May 2021 to the 15 May 2021. In general, 60% of respondents declared that the COVID-19 pandemic did not affect their dietary habits, whereas 26% of surveyed individuals answered in the affirmative. The effect of the COVID-19 pandemic on changing dietary habits was differentiated by age (Pearson’s χ2 = 12.604; p = 0.0134). The number of meals consumed by respondents per day differed across gender groups (Pearson’s χ2 = 9.653; df = 4; p = 0.0466). An increase in body weight during the COVID-19 pandemic was reported by 43% of women and 7.6% of surveyed men. Additionally, hybrid working women declared most often an increase in body mass independent of age, education level and living place. Moreover, the majority of respondents who reported the effect of the pandemic on changing dietary habits also declared more frequent sweets consumption. The study revealed that respondents who stated more frequent sweets consumption during the COVID-19 pandemic were more likely associated with an increase in body mass (OR = 6.75, 95% CI, 6.75–91.25). No increase in the consumption of vitamin D, C and Mg supplements and pickled products was found.
The Quality Management System of One Polytechnic College

The purpose of this research is to evaluate the Quality Management System of Camarines Sur Polytechnic Colleges (CSPC) as an ISO 9001-2015 certified state college and identify the benefits derived by the college along with its certification. Process owners, teaching and Non-Teaching personnel, and students' perceptions were validated using weighted mean and rank order statistic designs. The study revealed that they were satisfied with the customer focus, leadership, engagement of people, process approach, continual improvement, evidence-based decision-making, and systematic approach to management. As a result of the ISO certification of the college, gained a positive image to the community and raised to competitors' level or even at a higher level, increased the quality of services, and raised staff awareness were among the positive remarks of the college its stakeholders. Identify problems in good time wherein they can be quickly taken to avoid the same mistakes and achieve local, national, and international quality recognition were among the benefits derived by the college as an ISO-certified institution. Using Freidman's test, there is no significant difference in the perceived satisfaction among the three groups of respondents. Although the study shows a remarkable satisfaction rate, a proposed suggested recommendation will make the Quality Management system of the college more vibrant and value-adding.
Role of Serum Proteinase 3 Antineutrophil Cytoplasmic Antibodies in the Diagnosis, Evaluation of Disease Severity, and Clinical Course of Ulcerative Colitis

Background/Aims Proteinase 3 antineutrophil cytoplasmic antibody (PR3-ANCA) is a serologic marker for granulomatosis with polyangiitis. However, recent studies have also shown their role as diagnostic markers for ulcerative colitis (UC). This study was performed to investigate the clinical roles of PR3-ANCAs in the disease severity, disease extension, and clinical course of UC. Methods Serum PR3-ANCAs were measured in 173 UC patients including 77 patients with new-onset patients UC diagnosed within 1 month, 110 patients with Crohn’s disease, 48 patients with other intestinal diseases, and 71 healthy controls. Associations between the PR3-ANCA titer and clinical data, such as disease severity, disease extension, and clinical course, were assessed. The clinical utility of PR3-ANCA measurement was evaluated by receiver operating characteristic (ROC) analysis. Results PR3-ANCA ≥3.5 U/mL demonstrated 44.5% sensitivity and 95.6% specificity for the diagnosis of UC in all patients. PR3-ANCA positivity was more prevalent in the 77 new-onset UC patients (58.4%). In this group, the disease severity and extension were more severe in PR3-ANCA positive patients than in PR3-ANCA negative group (p<0.001). After treatment, the partial Mayo scores were significantly decreased with the PR3-ANCA titers. The proportion of patients who required steroids for induction therapy was significantly higher among PR3-ANCA positive than negative group. ROC analysis revealed that PR3-ANCA ≥3.5 U/mL had 75% sensitivity and 69.0% specificity for steroid requirement in new-onset UC patients. Conclusions Our results indicate that PR3-ANCA measurement is useful not only for diagnosing UC but also for evaluating disease severity and extension and predicting the clinical course.
Adsorption Factors in Enhanced Coal Bed Methane Recovery: A Review

Enhanced coal bed methane recovery using gas injection can provide increased methane extraction depending on the characteristics of the coal and the gas that is used. Accurate prediction of the extent of gas adsorption by coal are therefore important. Both experimental methods and modeling have been used to assess gas adsorption and its effects, including volumetric and gravimetric techniques, as well as the Ono–Kondo model and other numerical simulations. Thermodynamic parameters may be used to model adsorption on coal surfaces while adsorption isotherms can be used to predict adsorption on coal pores. In addition, density functional theory and grand canonical Monte Carlo methods may be employed. Complementary analytical techniques include Fourier transform infrared, Raman spectroscopy, XR diffraction, and 13C nuclear magnetic resonance spectroscopy. This review summarizes the cutting-edge research concerning the adsorption of CO2, N2, or mixture gas onto coal surfaces and into coal pores based on both experimental studies and simulations.
Accounting Conservatism and Earnings Management: Moderating Effect of the Corporate Life Cycle

Accounting conservatism is a principle that calls for a high degree of verification before a company can make a legal claim to any profits. This principle is not intended to manipulate the amount or timing of reporting financial figures. Theoretically, it should be able to suppress management’s opportunistic behavior to manage earnings. Therefore, this study aims to examine the influence of accounting conservatism on earnings management and determine the moderating effect of the corporate life cycle (CLC) in the relationship between them. The objects in this study were manufacturing companies listed on Indonesia Stock Exchange for the 2016-2019 period. This study employed 524 companies as samples selected by the purposive sampling method. Based on the analysis using the random effect model, it was found that accounting conservatism had a negative effect on earnings management, and the corporate life cycle could moderate the relationship between them. These results imply two things: 1) CLC is a factor that needs to be considered in research on the relationship between accounting conservatism and earnings management, and 2) CLC is an essential factor that investors should consider when assessing management in managing a company.
Dietary Fat Intake and KRAS Mutations in Colorectal Cancer in a Moroccan Population

Epidemiologic data support an association between diet and mutations in the Kirsten-ras (KRAS) gene involved in colorectal cancer (CRC) development. This study aimed to explore the associations between fat intake and KRAS mutations in codons 12 and 13 in cases of CRC in the Moroccan population. A multicenter case-series study nested in a large-scale Moroccan CRC case-control study was conducted. Among all CRC cases recruited, 151 specimens were available for the DNA mutation analysis. Logistic regression was used to calculate odds ratios (ORs) and 95% confidence intervals (Cis) for KRAS mutation status according to the fat intake variables. A KRAS mutation was detected in the CRC tumor of 34.4% of the patients among whom 65.4% had a single mutation at codon 12 and 34.6% had a single mutation at codon 13. Compared to low levels of consumption, a positive association was observed between high polyunsaturated fatty acids (PUFA) consumption (>16.9 g/day) and prevalence of KRAS mutations (OR = 2.15, 95% CI = 1.01–4.59). No statistically significant associations were observed for total fat, monounsaturated fatty acids, saturated fatty acids and KRAS mutations. The results of this study suggest that PUFA may be relevant in the etiology of CRC, possibly through the generation of G > A transitions at the KRAS oncogene. Further studies are needed to verify and explain this finding.
A Review of AI (Artificial Intelligence) Tools and Customer Experience in Online Fashion Retail

Artificial Intelligence tools and processes have hugely impacted the ecommerce industry and the satisfaction of online customers. With technology largely pervading all facets of our lives, people want meaningful experiences. Artificial intelligence has the ability to deliver positive experiences for customers that helps build brand trust and customer satisfaction. Whether you are using your smartphone, laptop or voice assistants such as Alexa or Siri, service on the internet is gaining new ground. This paper does a literature review of the various technological advances that optimize the customer experience to evoke e-satisfaction, i.e. satisfaction while shopping online. E-satisfaction as a construct will be reviewed and its impact on customer purchase intention. This review will provide businesses and other researchers a frame of reference to conduct empirical studies in the area of AI and technology enabled retail.
IoMT-Enabled Real-Time Blood Glucose Prediction With Deep Learning and Edge Computing

Blood glucose (BG) prediction is essential to the success of glycemic control in type 1 diabetes (T1D) management. Empowered by the recent development of the Internet of Medical Things (IoMT), continuous glucose monitoring (CGM) and deep learning technologies have been demonstrated to achieve the state of the art in BG prediction. However, it is challenging to implement such algorithms in actual clinical settings to provide persistent decision support due to the high demand for computational resources, while smartphone-based implementations are limited by short battery life and require users to carry the device. In this work, we propose a new deep learning model using an attention-based evidential recurrent neural network and design an IoMT-enabled wearable device to implement the embedded model, which comprises a low-cost and low-power system on a chip to perform Bluetooth connectivity and edge computing for real-time BG prediction and predictive hypoglycemia detection. In addition, we developed a smartphone app to visualize BG trajectories and predictions, and desktop and cloud platforms to backup data and fine-tune models. The embedded model was evaluated on three clinical data sets including 47 T1D subjects. The proposed model achieved superior performance of root mean square error (RMSE), mean absolute error, and glucose-specific RMSE, and obtained the best accuracy for hypoglycemia detection when compared with a group of machine learning baseline methods. Moreover, we performed hardware-in-the-loop in silico trials with ten virtual T1D adults to test the whole IoMT system with predictive low-glucose management, which significantly reduced hypoglycemia and improved BG control.
Liver Transplantation for Hepatocellular Carcinoma: How Should We Improve the Thresholds?

Simple Summary The ideal treatment for hepatocellular carcinoma (HCC) is liver transplantation (LT), which both eliminates the HCC and cures the diseased liver. Once considered an experimental treatment with dismal survival rates, LT for HCC entered a new era with the establishment of the Milan criteria over 20 years ago. However, over the last two decades, the Milan criteria, which are based on tumor morphology, have come under intense scrutiny and are now largely regarded as too restrictive, and limit the access of transplantation for many patients who would otherwise achieve good clinical outcomes. The liver transplant community has been making every effort to reach a goal of establishing more reliable selection criteria. This article addresses how the criteria have been extended, as well as the concept of pre-transplant down-staging to maximize the eligibility. Abstract Hepatocellular carcinoma (HCC) is the third highest cause of cancer-related mortality, and liver transplantation is the ideal treatment for this disease. The Milan criteria provided the opportunity for HCC patients to undergo LT with favorable outcomes and have been the international gold standard and benchmark. With the accumulation of data, however, the Milan criteria are not regarded as too restrictive. After the implementation of the Milan criteria, many extended criteria have been proposed, which increases the limitations regarding the morphological tumor burden, and incorporates the tumor’s biological behavior using surrogate markers. The paradigm for the patient selection for LT appears to be shifting from morphologic criteria to a combination of biologic, histologic, and morphologic criteria, and to the establishment of a model for predicting post-transplant recurrence and outcomes. This review article aims to characterize the various patient selection criteria for LT, with reference to several surrogate markers for the biological behavior of HCC (e.g., AFP, PIVKA-II, NLR, 18F-FDG PET/CT, liquid biopsy), and the response to locoregional therapy. Furthermore, the allocation rules in each country and the present evidence on the role of down-staging large tumors are addressed.
A qualitative study of early adolescents’ critical thinking about the content and consequences of media violence.

Research shows that young people are likely to encounter considerable amounts of violence in the media they use. Some of those depictions trivialize the severity of violence. Past studies show that media literacy education can spur critical thinking regarding violent portrayals in media texts. But rarely do prior studies employ qualitative methods to understand how young media audience members reason through the key question of whether media violence is either surprising or concerning. In the current study, an in-school media literacy program is offered to 48 6th graders who provide data in the form of written responses to a number of critical thinking prompts applied to media texts containing violence. The findings suggest that although most members of the sample readily noticed violent depictions in media texts and could critique the manner in which violence is depicted, relatively few expressed either surprise or concern about those depictions.
East Asian perspectives in metabolic and bariatric surgery

The prevalence of diabetes and obesity continues to rise in East Asia. As the risk of diabetes increases at a lower body mass index (BMI) in East Asians than in Europeans, the threshold of BMI values for metabolic and bariatric surgery (MBS) is lower in East Asians. MBS is considered upon reaching a BMI of 27.5 kg/m2 and is recommended at a BMI of ≥ 32.5 kg/m2, depending on the status of glucose homeostasis. The most commonly performed MBS in East Asia is sleeve gastrectomy, followed by Roux‐en‐Y gastric bypass (RYGB). Because the incidence of gastric cancer is higher in East Asia than in other regions, concerns regarding surveillance for gastric cancer might be related to a preference for sleeve gastrectomy over RYGB in this region. Even though there is a paucity of data on direct comparisons of the efficacy of MBS among different ethnic groups, the degree of weight reduction in East Asians is not inferior to other ethnic groups. Moreover, studies suggest that the diabetes remission rate in East Asians seemed to be higher than in other ethnic groups. Future studies involving multiethnic groups are necessary to identify possible ethnic differences in diabetes remission and to determine the appropriate BMI threshold for MBS according to ethnicity.
The Effect of Normoxic and Hypoxic U-87 Glioblastoma Paracrine Secretion on the Modulation of Brain Endothelial Cells

Background: Glioblastoma multiforme (GBM) is a highly invasive brain tumour, characterized by its ability to secrete factors promoting its virulence. Brain endothelial cells (BECs) in the GBM environment are physiologically modulated. The present study investigated the modulatory effects of normoxically and hypoxically induced glioblastoma U-87 cell secretions on BECs. Methods: Conditioned media (CM) were derived by cultivating U-87 cells under hypoxic incubation (5% O2) and normoxic incubation (21% O2). Treated bEnd.3 cells were evaluated for mitochondrial dehydrogenase activity, mitochondrial membrane potential (ΔΨm), ATP production, transendothelial electrical resistance (TEER), and endothelial tight-junction (ETJ) gene expression over 96 h. Results: The coculture of bEnd.3 cells with U-87 cells, or exposure to either hypoxic or normoxic U-87CM, was associated with low cellular viability. The ΔΨm in bEnd.3 cells was hyperpolarized after hypoxic U-87CM treatment (p < 0.0001). However, normoxic U-87CM did not affect the state of ΔΨm. BEC ATP levels were reduced after being cocultured with U-87 cells, or with hypoxic and normoxic CM (p < 0.05). Suppressed mitochondrial activity in bEnd.3 cells was associated with increased transendothelial permeability, while bEnd.3 cells significantly increased the gene expression levels of ETJs (p < 0.05) when treated with U-87CM. Conclusions: Hypoxic and normoxic glioblastoma paracrine factors differentially suppressed mitochondrial activity in BECs, increasing the BECs’ barrier permeability.
Transient Coupling between Infragranular and Subplate Layers to Layer 1 Neurons Before Ear Opening and throughout the Critical Period Depends on Peripheral Activity

Cortical layer 1 (L1) contains a diverse population of interneurons that can modulate processing in superficial cortical layers, but the intracortical sources of synaptic input to these neurons and how these inputs change over development and with sensory experience is unknown. We here investigated the changing intracortical connectivity to L1 in the primary auditory cortex (A1) of mice of both sexes in in vitro slices across development using laser-scanning photostimulation. Before postnatal day (P)10, L1 cells receive excitatory input from within L1, L2/3, L4, and L5/6 as well as from subplate. Excitatory inputs from all layers increase, especially from L4, and peak during P10–P16, around the peak of the critical period for tonotopy. Inhibitory inputs followed a similar pattern. Functional circuit diversity in L1 emerges after P16. In adults, L1 neurons receive ascending inputs from L2/3 and L5/6, but only few inputs from L4. The transient hyperconnectivity from deep layers but not L2/3 is absent in deaf mice. Our results demonstrate that deep excitatory and superficial inhibitory circuits are tightly linked in early development and might provide a functional scaffold for the layers in between. These results suggest that early thalamically driven spontaneous and sensory activity in subplate can be relayed to L1 from the earliest ages on and shape L1 connectivity from deep layers. Our results also reveal a period of high transient columnar hyperconnectivity after ear opening coinciding with the critical period, suggesting that circuits originating in deep layers might play a key role in this process. SIGNIFICANCE STATEMENT L1 contains a diverse population of interneurons that can modulate processing in superficial cortical layers but the sources of synaptic input to these neurons and how these inputs change over development is unknown. We found that during the critical period a large fraction of excitatory inputs to L1 originated in L5/6 and the cortical subplate. This hyperconnectivity is absent in deaf mice. Our results directly demonstrate that deep excitatory and superficial inhibitory circuits are tightly linked in early development and might provide a functional scaffold for the layers in between.
Private True Data Mining: Differential Privacy Featuring Errors to Manage Internet-of-Things Data

Available data may differ from true data in many cases due to sensing errors, especially for the Internet of Things (IoT). Although privacy-preserving data mining has been widely studied during the last decade, little attention has been paid to data values containing errors. Differential privacy, which is the de facto standard privacy metric, can be achieved by adding noise to a target value that must be protected. However, if the target value already contains errors, there is no reason to add extra noise. In this paper, a novel privacy model called true-value-based differential privacy (TDP) is proposed. This model applies traditional differential privacy to the “true value” unknown by the data owner or anonymizer but not to the “measured value” containing errors. Based on TDP, the amount of noise added by differential privacy techniques can be reduced by approximately 20% by our solution. As a result, the error of generated histograms can be reduced by 40.4% and 29.6% on average according to mean square error and Jensen–Shannon divergence, respectively. We validate this result on synthetic and five real data sets. Moreover, we proved that the privacy protection level does not decrease as long as the measurement error is not overestimated.
The Electroencephalogram Patterns In Patients With Status Epilepticus In Department of Neurology Dr. Soetomo General Hospital Surabaya

Status epileptikus (SE) merupakan kegawatan neurologis akibat kegagalan terminasi dari bangkitan dan juga hipereksitasi neuron sehingga menyebabkan bangkitan yang abnormal atau berkepanjangan. Mortalitas terkait SE terus mengalami peningkatan, terutama pada populasi geriatri. Hal ini menyebabkan SE menjadi penyakit dengan biaya pengobatan yang besar khususnya di negara-negara terbelakang dan berkembang. Pemahaman terkait elektroensefalogram (EEG) pada SE dapat membantu dalam penentuan diagnosis secara akurat dan pemberian terapi secara tepat. Penelitian ini bertujuan untuk mengetahui gambaran EEG pasien SE di Departemen Neurologi RSUD Dr. Soetomo. Penelitian dilakukan secara observasional deskriptif dengan desain studi potong lintang menggunakan data sekunder dari rekam medis pasien dengan diagnosis SE pada periode Januari 2016 – Desember 2019. Data pasien yang lengkap kemudian dilakukan analisis berdasarkan usia, jenis kelamin, etiologi, komorbid, tipe bangkitan, onset terjadinya SE, jarak waktu antara onset dengan pelaksanaan EEG, keadaan klinis, dan gambaran EEG. Hasil: Sebagian besar pasien SE dalam penelitian ini berjenis kelamin laki-laki dengan kelompok usia >1-10 tahun, diikuti kelompok usia >19-60 tahun. Etiologi SE terbanyak adalah meningoensefalitis, diikuti oleh epilepsi dan stroke. Populasi anak dan geriatri lebih rentan terhadap infeksi yang dapat menyebabkan SE, terutama di negara berkembang. Sebagian besar pasien tidak memiliki komorbid lain dan menjalani pemeriksaan EEG dalam waktu 3-<7 hari setelah bangkitan terakhir, dengan onset general sebagai onset SE yang dominan. SE konvulsif adalah jenis SE yang paling banyak dengan bangkitan general tonik-klonik sebagai manifestasi motorik terbanyak. Temuan EEG yang terbanyak adalah interiktal general diikuti oleh interiktal fokal. Sharp/spike wave dan continuous slow activity merupakan gambaran pelepasan epileptiform dan non-epileptiform terbanyak secara berurutan.