Miracle-dz/UniFAR-FTUs huggingface dataset:
Extracting locations from sport and exercise-related social media messages using a neural network-based bilingual toponym recognition model

Sport and exercise contribute to health and well-being in cities. While previous research has mainly focused on activities at specific locations such as sport facilities, "informal sport" that occur at arbitrary locations across the city have been largely neglected. Such activities are more challenging to observe, but this challenge may be addressed using data collected from social media platforms, because social media users regularly generate content related to sports and exercise at given locations. This allows studying all sport, including those "informal sport" which are at arbitrary locations, to better understand sports and exercise-related activities in cities. However, user-generated geographical information available on social media platforms is becoming scarcer and coarser. This places increased emphasis on extracting location information from free-form text content on social media, which is complicated by multilingualism and informal language. To support this effort, this article presents an end-to-end deep learning-based bilingual toponym recognition model for extracting location information from social media content related to sports and exercise. We show that our approach outperforms five state-of-the-art deep learning and machine learning models. We further demonstrate how our model can be deployed in a geoparsing framework to support city planners in promoting healthy and active lifestyles.
Smartphone addiction and its associated behaviors among medical and dental students in Pakistan: A cross-sectional survey

INTRODUCTION: Addiction refers to the irresistible urge to engage in certain actions or dependence on a particular substance despite knowing negative consequences. The current study evaluated the severity of Smartphone addiction and the factors associated with cell phone-like activity. MATERIALS AND METHODS: This cross-sectional study was conducted from July to August 2019 among medical and dental students in Karachi, Pakistan. A pretested self-administered questionnaire was used among 400 students. The mobile phone addiction was assessed using a 20-item, Mobile Phone Addiction Scale. A two-stage cluster analysis was used to assess mobile phone addiction-like behaviours. Chi-square test was used to find associations between categorical variables. Kolmogorov–Smirnov to test normality of data were also used. A P < 0.05 was considered to be statistically significant for all tests. RESULTS: Out of the total 400 students, the majority 316 (79%) comprise female students. The mean age was 20.54 ± 1.59 years. In 184 (48%) students, there was evidence of mobile phone addiction-like behavior. The prevalence was higher in female than male students and among older compared to adolescent students; the differences were statistically nonsignificant. A higher median score ≥ of 4 is found in questions related to components reflected intense desire, impaired control, and tolerance and harmful mobile use. CONCLUSION: This study highlights that a large number of students are addicted to their smartphones. Smartphone addiction continues to be the most problematic addiction aided by the presence of intense desire, impaired control tolerance, and harmful mobile use. The phenomenon must be fully understood to draw deeper and richer inferences about the origins of this addictive behavior, which is becoming more prevalent in our Pakistani society on a daily basis.
Suitability of Banana and Plantain Fruits in Modulating Neurodegenerative Diseases: Implicating the In Vitro and In Vivo Evidence from Neuroactive Narratives of Constituent Biomolecules

Active principles in plant-based foods, especially staple fruits, such as bananas and plantains, possess inter-related anti-inflammatory, anti-apoptotic, antioxidative, and neuromodulatory activities. Neurodegenerative diseases affect the functionality of the central and peripheral nervous system, with attendant cognitive deficits being hallmarks of these conditions. The dietary constitution of a wide range of bioactive compounds identified in this review further iterates the significance of the banana and plantain in compromising, halting, or preventing the pathological mechanisms of neurological disorders. The neuroprotective mechanisms of these biomolecules have been identified by using protein expression regulation and specific gene/pathway targeting, such as the nuclear and tumor necrosis factors, extracellular signal-regulated and mitogen-activated protein kinases, activator protein-1, and the glial fibrillary acidic protein. This review establishes the potential double-edged neuro-pharmacological fingerprints of banana and plantain fruits in their traditionally consumed pulp and less utilized peel component for human nutrition.
LOCAL CAUCHY PROBLEM FOR YANG-MILLS HEAT FLOWS

Trong bài nghiên cứu này, chúng tôi xem xét phương trình được Grotowski đưa ra vào năm 2001 để nghiên cứu các nghiệm đặc biệt của các dòng nhiệt Yang-Mills trên các đa tạp Riemann. Chúng tôi nghiên cứu bài toán Cauchy cho phương trình trên trong không gian . Phương pháp nghiên cứu dựa trên tính chính quy của nửa nhóm giải tích Bài toán trên không tương thích với nửa nhóm giải tích đã nêu. Bằng cách chuyển đổi bài toán trên thành một bài toán thứ 2 tương thích với nửa nhóm giải tích và tìm ra một hàm trọng thích hợp để điều khiển đại lượng phi tuyến không bị chặn như là khó khăn chính trong bài toán. Cuối cùng, chúng tôi đã giải quyết hoàn toàn bài toán Cauchy trong không gian tức là với mọi giá trị ban đầu , tồn tại sao cho bài toán tồn tại duy nhất nghiệm , .
Chryseobacterium indologenes Ventilator-Associated Pneumonia in an Elderly Patient: A Case Report

Chryseobacterium indologenes is a rare non-fermenting gram-negative pathogen that can cause opportunistic infections in humans. Most infections are nosocomial and acquired through contaminated devices such as ventilators, endotracheal tubes, and indwelling catheters. An increasing number of infections have been reported in recent years after the first reported case of ventilator-associated pneumonia in 1993. Blood, lung, ocular, and peritoneal infections, among others, have been reported. The high rate of intrinsic resistance to broad-spectrum antibiotics is a matter of concern since there are no standard guidelines for the management and treatment of this infection. Here, we present the case of a 94-year-old female who was admitted and intubated after a cerebral vascular accident. During her stay, she developed a fever. The deep tracheal aspirate culture was positive for gram-negative bacilli with smooth, circular, and yellow-pigmented colonies that were later identified as C. indologenes. Antimicrobial susceptibility tests done with VITEK 2 and by the Kirby-Bauer disc diffusion method showed susceptibility to ciprofloxacin, minocycline, and trimethoprim-sulfamethoxazole and resistance to all other tested antimicrobials. The infection was successfully treated with ciprofloxacin antibiotic. To the best of our knowledge, this is the first reported case of C. indologenes infection in Lebanon.
Motor outcome after resective surgery for the central lobe gliomas

Background: Extent of resection (EOR) plays a major role in the prognosis on patients with gliomas, although the postoperative functionality of the patient is of great importance as well. It is why many surgeons advocate to not operate extensively on tumors that involve eloquent regions such as the central lobe. Recent series have demonstrated that it is possible to achieve extensive resections in this area without significantly affecting the functional outcome for these patients. We illustrate this issue with the experience obtained at the National Institute of Neurology and Neurosurgery in Mexico City. Methods: This is an observational and retrospective study that included patients that received surgical resection for intracranial gliomas that involved the central lobe at the National Institute of Neurology and Neurosurgery of Mexico, between January 2017 and May 2020. Demographic and clinical variables of the patients at the time of diagnosis were collected as well as tumor morphological variables, surgical adjuncts, and clinical outcomes. Statistical analysis was performed with SPSS software. Results: A total of 28 patients were included in the study with 43% of patients having a motor deficit before surgery. The average EOR was 88.6%. Patients presented with worsening of their motor status in the immediate postoperative period in 21% of the cases, although most of the patients recovered within the 1st month of follow-up. After analyzing all variables, not having a presurgical motor deficit was a statistically significant risk factor for developing a new motor deficit in the immediate postoperative period (P: 0.02). Conclusion: A resective surgery for gliomas near or within the central lobe can be performed safely and a satisfactory motor outcome for patients can be achieved without sacrificing the EOR. An intact presurgical motor status is a risk factor for developing a new deficit after surgery.
Towards a renewed understanding of barriers to immigrant parents’ involvement in education

This article investigates Danish and Norwegian early childhood education and care teachers’ expectations of immigrant parents’ involvement in kindergarten. The findings are interpreted in terms of the multifaceted interplay between social class relations, culture, migration and hegemonic ideals of intensive parenting and concerted cultivation. By taking the early childhood education and care teachers’ standpoint, the article contributes a renewed understanding of previous reports of barriers to immigrant parents’ involvement in their children's education. Based on early childhood education and care teachers’ accounts, I identify three key tensions: (1) conflicting perceptions of responsibility, (2) conflicting perceptions of children's roles and how to communicate with children and (3) conflicting perceptions of what kindergarten is and what constitutes valuable knowledge. The findings suggest the existence of a distinct Nordic adaptation to intensive parenting, contradicting parts of the dominant understandings of concerted cultivation found in more school-oriented curricular contexts, such as the UK and France, while still maintaining the original key characteristics of concerted cultivation.
Iron Deficiency and Overload Modulate the Inflammatory Responses and Metabolism of Alveolar Macrophages

Alveolar macrophages (AM) are critical to defense against respiratory pathogens. This study evaluated cellular iron imbalance to immunometabolism in endotoxin-polarized porcine AMs (PAMs). PAMs collected from five 6-week-old pigs were treated with a basal media, iron chelator, or ferric ammonium citrate to maintain iron replete or induce iron deficiency or overload, respectively. After 24 h treatment, PAMs were challenged with saline or lipopolysaccharide (LPS) for 6 h. Cells were analyzed for gene, protein, and untargeted metabolome. Cytokines were determined in culture media. Data were assessed using two-way ANOVA. Treatments successfully induced iron deficiency and overload. The mRNA of DMT1 and ZIP14 was increased up to 300-fold by LPS, but unaffected by iron. Surprisingly, both iron deprivation and overload attenuated LPS-induced inflammation, showing less TNFα production and lower mRNA of pro- and anti-inflammatory cytokines than iron-replete PAMs. Forty-eight metabolites were altered by either or both main effects. LPS enhanced the glycolysis and polyol pathways. Iron deprivation disrupted the TCA cycle. Iron overload increased intracellular cholesterol. Interestingly, iron deprivation augmented, whereas iron overload diminished, LPS-induced itaconic acid production, which has anti-microbial and anti-inflammatory properties. Therefore, iron-deficient PAMs may be more resistant to intracellular pathogens which use PAMs as a conduit for infection.
Quantum Chromodynamics at High Energies

I outline the methods for computing any parton-semi-inclusive process in QCD. The salient features are logarithmic scaling violations in effective parton distribution and decay functions and O(g^2) transverse momenta that grow linearly with the large invariants. Phenomenological topics discussed are: heavy hadron production, the ->2(p_1) in p + p -> U^(+)u^- + x, and details of u + p -> u + π +X.
THE PROBLEM OF IMPLEMENTATION OF ISLAMIC EDUCATION CURRICULUM IN THE ASPECT OF MODERATION LEARNING AND HOTS EVALUATION

Changes and improvements to the curriculum are absolutely done by looking at the Changes and improvements to the curriculum are carried out by looking at the various needs and developments of the times. The urgency of improving this curriculum has also made the Ministry of Religion perfect the PAI curriculum as stated in KMA 183 and implementation guidelines at KMA 184 in 2019. However, it has not been fully implemented in the field like at MA Sabilal Muhtadin. The approach used in this research is qualitative with case study type. The research location is in MA Sabilal Muhtadin. Data collection techniques using interviews, observation, and documentation. While the data analysis technique using analysis according to Miles, Huberman, includes data collection, condensation, presentation, and drawing conclusions. The results showed that the main problems faced in HOTS-based moderation and evaluation learning at MA Sabilal Muhtadin were incompetent teacher resources, low levels of professionalism, and the absence of special attention from the ministry of religion regarding coaching and others at MA Sabilal Muhtadin. The implication of this research is as a material for criticism and input for madrasas and the ministry of religion to pay more attention to the preparation of the PAI curriculum implementation in madrasah.
Dermoscopic Evaluation of Extragenital Lichen Sclerosus et Atrophicus

Introduction Lichen sclerosus (LS), is an uncommon inflammatory dermatosis with preferential involvement of anogenital region. Diagnosis of LS is mainly clinical, but clinical differentiation from conditions like vitiligo, morphea may be a difficult task at times that often requires histological analysis. Dermoscopy is one such non-invasive tool which can help diagnose the disease. There is paucity of Indian data on dermoscopy of LS. Objectives To evaluate clinical, dermatoscopic patterns of LS and correlate them with histopathology. Methods The study was conducted in a tertiary hospital after obtaining consent from 20 patients. OITEZ e-scope digital microscope was used to evaluate the lesions. Both polarized and nonpolarized mode were used and skin biopsy was done to confirm diagnosis. Results Based on morphology, LS was classified as scleroatrophic lesions (61.5%), guttate lesions (30.8%) and hyperkeratotic lesions (7.7%). Dermoscopic analysis revealed structureless white to yellow areas as most common finding (100%) followed by chrysalis like structure (80.8%). Linear irregular vessels were seen in 61.5% lesions and perifollicular scaling in 50.0% lesions. Keratotic plugs were seen in 50.0% lesions. A new characteristic finding, “rosettes” was seen in 38.5% lesions has never been reported with LS before. Non polarized mode was particularly useful for identifying texture changes, keratotic plugs and minute scales which were not visible otherwise. Conclusions Dermoscopy is a simple diagnostic tool that helps in the early diagnosis of LS with specific pattern which can avoid invasive procedure like biopsy. Both non-polarised and polarized dermoscopy must be done to visualize the changes of LS well.
Tripolar Picture Fuzzy Ideals of BCK-Algebras

In this paper, we acquaint new kinds of ideals of BCK-algebras built on tripolar picture fuzzy structures. In fact, the notions of tripolar picture fuzzy ideal, tripolar picture fuzzy implicative ideal (commutative ideal) of BCK-algebra are introduced, and related properties are studied. Also, a relation among tripolar picture fuzzy ideal, and tripolar picture fuzzy implicative ideal is well-known. Furthermore, it is shown that a tripolar picture fuzzy implicative ideal of BCK-algebra may be a tripolar picture fuzzy ideal, but the converse is not correct in common. Further, it is obtained that in an implicative BCK-algebra, the converse of aforementioned statement is true. Finally, the opinion of tripolar picture fuzzy commutative ideal is given, and some useful properties are explored. Many examples are constructed to sport our study.
Invisalign treatment with mandibular advancement: A retrospective cohort cephalometric appraisal

Objective To examine the skeletal, dental, and soft-tissue cephalometric effects of class II correction using Invisalign’s mandibular advancement feature in growing patients. Materials and Methods A retrospective cohort clinical study was performed on cases that were started between 2017 and 2019. A total of 32 patients (13 females, 19 males), with an average age of 13 years old (9.9-14.8 years) had undergone Invisalign treatment (Align Technology, Inc., San Jose, CA) wherein the mandibular advancement phase was completed were included. Photos, digital study models, and cephalograms were taken once during the patients’ initial visit and again upon completing the mandibular advancement phase of treatment. The number of aligners worn and the time of treatment in months was recorded for each subject. Cephalometric analysis was performed and overjet and overbite were measured. Statistical analysis was performed using SPSS statistical software (version 25; SPSS, Chicago, Ill) and the level of significance was set at P <0.05. Descriptive statistics were performed to generate means and differences for each cephalometric measurement as well as patient data including age, treatment time, and aligner number. Differences between measurements from patients before treatment (T1) and after treatment (T2) with the mandibular advancement feature were evaluated using a paired t -test. Results All 32 patients had multiple jumps staged for the precision wings, i.e., incremental advancement. The average length of treatment for the MA phase was 9.2 months (7.5-13.8 months) and the average number of aligners used during this time was 37 (30-55). Statistically significant differences between T1 and T2, in favor of class II correction, were observed in the ANB angle, WITS appraisal, facial convexity, and mandibular length. The nasolabial angle, overjet, and overbite also showed statistically significant changes between T1 and T2. Conclusion Invisalign aligners with the mandibular advancement feature took approximately 9 months for 1.5 mm of overjet correction. The lower incisor angulation was maintained during class II correction. The minimal skeletal changes are in favor of class II correction.
Transformational adaptation and country ownership: competing priorities in international adaptation finance

ABSTRACT International climate finance is an integral part of the global climate policy regime. Because available adaptation finance is significantly below identified needs of developing countries, competition for scarce resources incentivises countries to design projects to align with funding priorities. One of the areas where this dynamic is particularly relevant is regarding transformational change. Transformational adaptation has risen on the climate policy agenda in recognition of the inadequacy of business-as-usual approaches, and the growing urgency of climate change. It is often characterized based on: (i) the intensity or quality of the change (depth); (ii) the distribution of change (breadth) and (iii) the timeframe through which a change occurs (speed). This study analyses how transformational adaptation is articulated in direct access proposals to the Green Climate Fund to assess compatibility between how transformation is conceptualized and the fund’s priority of country ownership. Our analysis reveals significant framing of transformation in terms of scalability and replicability of projects, resulting in an approach to transformational adaptation that emphasizes scalable techno-managerial solutions that extend beyond the project site over social and behavioural change at the local level. We argue that without greater attention to inclusive policies that centre on the most vulnerable, climate finance risks becoming another top-down development strategy that prioritizes adaptation strategies that are easily scalable rather than those that address local needs. Key policy insights Transformational change has risen up the policy agenda, shaping the design of adaptation projects financed by the GCF. Direct access, a mechanism to enhance country ownership and ensure local priorities are represented in climate finance, may be insufficient to mitigate the tensions between the priorities of climate funds and local needs. Project proposals emphasize scalability and replicability in their conceptualisation of transformation. By privileging those aspects of transformational adaptation that can be easily scaled-up or replicated, GCF proposals frame transformation in terms of breadth and speed, rather than depth, resulting in a stronger emphasis on scalable techno-managerial solutions over social and behavioural change.
International Reference Ionosphere 2000

The International Reference Ionosphere (IRI) is the international standard for the specification of ionospheric densities and temperatures. It was developed and is being improved‐updated by a joint working group of the International Union of Radio Science (URSI) and the Committee on Space Research (COSPAR). A new version of IRI is scheduled for release in the year 2000. This paper describes the most important changes compared to the current version of IRI: (1) an improved representation of the electron density in the region from the F peak down to the E peak including a better description of the F1 layer occurrence statistics and a more realistic description of the low‐latitude bottomside thickness, (2) inclusion of a model for storm‐time conditions, (3) inclusion of an ion drift model, (4) two new options for the electron density in the D region, and (5) an improved model for the topside electron temperatures. The outcome of the most recent IRI Workshops (Kühlungsborn, 1997, and Nagoya, 1998) will be reviewed, and the status of several ongoing task force activities (e.g., efforts to improve the representation of electron and ion densities in the topside ionosphere and the inclusion of a plasmaspheric extension) will be discussed. A few typical IRI applications will be highlighted in section 6.
A New Type-3 Fuzzy PID for Energy Management in Microgrids

More recently, type-3 (T3) fuzzy logic systems (FLSs) with better learning ability and uncertainty modeling have been presented. On other hand, the proportional-integral-derivative (PID) is commonly employed in most industrial control systems, because of its simplicity and efficiency. The measurement errors, nonlinearities, and uncertainties degrade the performance of conventional PIDs. In this study, for the first time, a new T3-FLS-based PID scheme with deep learning approach is introduced. In addition to rules, the parameters of fuzzy sets are also tuned such that a fast regulation efficiency is obtained. Unlike the most conventional approaches, the suggested tuning approach is done in an online scheme. Also, a nonsingleton fuzzification is suggested to reduce the effect of sensor errors. The proposed scheme is examined on a case-study microgrid (MG), and its good frequency stabilization performance is demonstrated in various hard conditions such as variable load, unknown dynamics, and variation in renewable energy (RE) sources.