Miracle-dz/UniFAR-FTUs huggingface dataset:
Processing of Images Based on Machine Learning to Avoid Unauthorized Entry

The proposal of a facial recognition system to increase security, through facial recognition with multiple utilities such as facilitating the access of people with adequate protection measures in times of Covid-19, as well as security when seeking to hide their identity. The methodology considers the use of tools such as Python and OpenCV, as well as models such as Eigen Faces, Fisher Faces, and LBPH Faces, as units of analysis are considered photographs and portions of the video that capture facial expressions that then their patterns are trained with facial recognition algorithms. The results obtained show that the LBPH Faces obtained confidence values lower than 70, with a 95% certainty of recognition and a shorter recognition time, improving the accuracy of facial recognition, also with the increase of the data was achieved to improve the accuracy of recognition as well as improve confidence regarding the safety of people.
Nocebo Effect in patients with Adverse Drug Reactions: The Role of Emotion Regulation

Patients who have experienced adverse drug reactions (ADRs) can show some psychological problems both pre-existing than consequently the reactions. Anxiety, depression, somatization, as well as a minor capability of expressing emotions, have been demonstrated in some of these subjects. Nevertheless, a negative expectation toward a new drug administration related to some nocebo reactions can complicate the evaluation of these patients. This study aims to investigate the link between the nocebo effect and emotional functioning in ADRs patients to better understanding the psychological mechanisms involved in this phenomenon. Therefore, patients who have manifested or not (non responders) a nocebo reaction following the administration of an inert substance (placebo) have been compared. One hundred twenty patients (N = 30 with nocebo reactions; N = 90 non responders) completed the Difficulties in Emotion Regulation Scale , Emotion Regulation Questionnaire, and Toronto Alexithymia Scale-20 . ADRs patients with nocebo reactions showed: 1) higher level of Cognitive Reappraisal than non responders; 2) associations between higher level of emotion dysregulation and not immediate drug reactions; 3) associations between higher level of alexithymia, Expressive Suppression and more frequent access to healthcare services; 4) alexithymia and Expressive Suppression as predictors of more frequent access to healthcare services, evident in 35% of the sample. The clarification of some psychological mechanisms involved in the nocebo effect is a basic prerequisite to better understand and manage these patients.
Modifying Mechanical Strength and Capillary Porosity of Portland Cement-Based Mortar Using a Biosurfactant from Pseudomonas fluorescens

We characterized the effects of a biosurfactant derived from Pseudomonas fluorescens on slump loss, mechanical strength, capillary porosity, and bacterial colonization inside Portland cement-based mortar samples. Standard tests were used to evaluate the utility of this biosurfactant as an admixture. The addition of 1.5% biosurfactant increased the plasticity and improved the workability of fresh samples. Although compressive and flexural strengths of mortars with biosurfactant were lower than those of mortars without biosurfactant after a short curing period (28 days), the addition of biosurfactant increased the compressive strength of mortar after a long curing period (180 days), with 1% biosurfactant having the highest value. After 180 days, mortar with biosurfactant had significantly lower capillary absorption coefficient A values (P<0.05) than mortar without biosurfactant. Furthermore, the addition of biosurfactant reduced the relative abundance of the mortar-deteriorating bacterial genus Pseudomonas (phylum Proteobacteria).
Clinical Assessment of Pragmatics

Reviewed By Carol Westby with hearing children, children with hearing loss receive a lower quality of input. The input is less syntactically diverse and more directive. Although the performance of children with MHL on formal language tests was well within the average range, parents rated the language of these children lower than hearing children. The children with MHL performance on the language assessments was achieved in quiet clinical settings. Parents were more likely rating their children’s performance in a variety of naturalistic contexts in daily life. These ratings likely took into account children’s lower communication skills with multiple persons and in noisy environments. RefeRences
Awareness, Knowledge and Reluctance Regarding Dental Implants

1 House Officer, Altamash Institute of Dental Medicine, Pakistan. 2 House Officer, Altamash Institute of Dental Medicine, Pakistan. 3 Assistant Professor, Head of Department of Prosthodontics, Altamash Institute of Dental Medicine, Pakistan. 4 Altamash Institute of Dental Medicine, Pakistan 5 Assistant Professor, Dow International Dental College, Dow University of Health Sciences, Pakistan. 6 Registrar, Oral and Maxillofacial Surgeon, Al Kharj Armed Forces Hospital, Kingdom of Saudia Arabia. 7 Department of Medical Education. College of Physicians and Surgeons, Pakistan.
Effect of trailing-edge shape on the self-propulsive performance of heaving flexible plates

The effect of trailing-edge shape on the self-propulsive performance of three-dimensional flexible plates is studied numerically. In our study, the trailing edges of the plates are symmetric chevron shapes, and the trailing-edge angle $\unicode[STIX]{x1D719}$ varies from $30^{\circ }$ (concave plate) to $150^{\circ }$ (convex plate). Under different bending stiffnesses $K$, three regimes of the propulsive performance in terms of propulsive velocity $U$ and efficiency $\unicode[STIX]{x1D702}$ as a function of $\unicode[STIX]{x1D719}$ are identified. When $K$ is small, moderate and large, the square, convex and concave plate achieves the best performance, respectively. Analyses of vortical structures and velocity fields show that usually the jet behind the plate with the best performance is longest. Besides, the inclination angle of the jet may be small. The different propulsive performances at small and moderate $K$ are mainly attributed to the phase lag of the trailing edge. The force acting on the plate is analysed and it is found that the thrust force is mainly contributed by the normal force. If $U$, $\unicode[STIX]{x1D702}$ and $K$ are rescaled by the normal force and the area moment of the plate, the curves for different $\unicode[STIX]{x1D719}$ almost collapse into a single curve when the bending stiffness coefficient is small or moderate. The scaling confirms that the normal force should be the characteristic fluid force at small or moderate $K$ and the $\unicode[STIX]{x1D719}$ effect is governed by the area moment. The findings may shed some light on the propulsive performance of aquatic animals.
The Perceptions of Private Special Education School Leaders Regarding Their Role in Promoting Self-Care and Renewal Practices for Themselves and Their Teachers

This qualitative study examined the perceptions of private special education school leaders regarding their role in promoting self-care and renewal. There is limited research on self-care and renewal in schools. Data were gathered through surveys and interviews that addressed three guiding research questions: (a) Do school leaders consider self-care and renewal practices to be important for themselves and their teachers? (b) What are the various ways school leaders report they promote self-care and renewal practices for themselves and their teachers? (c) What do school leaders believe to be the factors and conditions that inhibit and foster their efforts to implement self-care and renewal practices for themselves and their teachers? The data analysis process uncovered the following: (1) school leaders believe self-care and renewal practices are more important for their teachers than themselves, (2) importance of self-care and renewal practices that school leaders expressed does not correlate to the amount of time they spend promoting self-care and renewal practices for themselves or their teachers, (3) school leaders and their teachers would likely benefit from specific, tailored plans developed to address the area of self-care and renewal, (4) school leaders should share their self-care and renewal practices with their teachers, (5) school leaders should promote self-care and renewal practices in a routine way built into the school culture, (6) school leaders could benefit from practicing mindful leadership and reflective practices, (7) time constraints limit school leaders and teachers to promote selfcare and renewal activities, (8) learning the importance of taking care of yourself comes with age. The implications of these findings, future research, and recommendations are outlined.
Application of transform software for downscaling global climate model EdGCM results in north-eastern Bangladesh

Downscaling is a state-of-the-art technique to generate fine-resolution climate change prediction and an obvious tool for forecasting future climate scenarios for many data-scarce areas like Bangladesh. The Educational Global Climate Model (EdGCM) predicts numerically and its performance was not evaluated for Bangladesh earlier. Due to this reason, an attempt has been made to apply a new geostatistical approach with the help of transform software to downscale EdGCM for identifying the trend of surface air temperature at the Sylhet district. Both Doubled_CO2 and Global_Warming_01 are simulated from EdGCM and maps are generated to depict global temperature variations. Downscaling is applied to the outputs from Doubled_CO2 scenario. Percent of bias (PBIAS), Nash-Sutcliffe efficiency (NSE) and the ratio of root mean square error to the standard deviation of measured data (RSR) values are satisfactory and acceptable. The trend analysis was performed using the Mann-Kendall Trend test and Sen’s slope estimator. Temperature changes are significant for both downscaled and observed results of p-value which is less than alpha = 0.05. Mann-Kendall Z tests for annual downscaled and IPCC during (2006-2020) show a positive trend. Downscaled predicted annual average temperature (simulations by Doubled_CO2) for 2020 is 21.67 ̊C for the Sylhet district.
Micrornas and type I interferon are critical immune modulators in lyme arthritis

Lyme arthritis is the result of dysregulated immune response to infection by Borrelia burgdorferi, a tick-borne spirochete. Several immune modulators have been shown to be important to host defense and Lyme arthritis susceptibility, including tolllike receptor signaling, NF-κB activation, and various cytokines and chemokines, including type I IFN. Here we show that type I IFN and microRNAs play critical roles in modulating Lyme arthritis development. C3H mice exhibit an early, preclinical upregulation of type I IFN-responsive genes, which is associated with increased arthritis severity. Using C3H IFNAR knockout mice, we showed that C3H mice lacking type I IFN signaling have a partial reduction in arthritis severity. Radiation chimeras showed that IFN signaling in both radiation sensitive and radiation resistant cells within the joint are required for maximal arthritis. Ex vivo cell sorting of cells isolated from joint tissue also showed that hematopoietic cells were the only cell types capable of initiating a type I IFN response after stimulation with B. burgdorferi, but both hematopoietic and resident cells were involved in amplification of the type I IFN response. Endothelial cells and fibroblasts were also major producers of IFN-responsive genes and inflammatory cytokines. MicroRNAs have been shown to be important immune regulators, and have been associated with several inflammatory diseases, including rheumatoid arthritis and lupus. Here we show that several microRNAs were differentially expressed in B6, C3H, and B6
FACTORS ASSOCIATED WITH PERCEIVED HEALTH AMONG CAREGIVER WHO ARE TAKING CARE OF ELDERLY WITH SCHIZOPHRENIA

A family caregiver is the most important person who cares for the elderly with schizophrenia. The elderly with schizophrenia had complete problems related to the aging process and also sign and symptoms of schizophrenia. Burden perceived the stress feel of a caregiver who is taking care of elderly schizophrenia influences of caregivers’ perceived health. The study aimed to examine factors associated with perceived health among caregivers who are taking care for elderly with schizophrenia. The cross-sectional study design was applied in this study. Eighty-eight samples were recruited using systematic random sampling. Data were analyzed by using correlation and chi-square with a significance level of p<0.05. The results showed that age, education level, income, level of self efficacy, and level of knowedge. Healthcare providers need to consider those factors to improve health outcomes and before deigning the intervention. In order to improve knowledge and self-efficacy of caregiver, peer support, and health promotion about caring elderly schizophrenia should be emphasized. Keywords: perceived health, caregiver, schizophrenia, elderly
Humidity, density, and inlet aspiration efficiency correction improve accuracy of a low-cost sensor during field calibration at a suburban site in the North-Western Indo-Gangetic plain (NW-IGP)

Abstract Low-cost particulate matter (PM) sensors are now widely used by concerned citizens to monitor PM exposure despite poor validation under field conditions. Here, we report the field calibration of a modified version of the Laser Egg (LE), against Class III US EPA Federal Equivalent Method PM10 and PM2.5 β-attenuation analyzers. The calibration was performed at a site in the north-western Indo-Gangetic Plain from 27 April 2016 to 25 July 2016. At ambient PM mass loadings ranging from <1–838 µg m−3 and <1–228 µg m−3 for PM10 and PM2.5, respectively, measurements of PM10, PM2.5 from the LE were precise, with a Pearson correlation coefficient (r) >0.9 and a percentage coefficient of variance (CV) <12%. The original Mean Bias Error (MBE) of ∼−90 µg m−3 decreased to −30.9 µg m−3 (Sensor 1) and −23.2 µg m−3 (Sensor 2) during the summer period (27 April–15 June 2016) after correcting for particle density and aspiration losses. During the monsoon period (16 June–25 July 2016) the MBE of the PM2.5 measurements decreased from 19.1 µg m−3 to 8.7 µg m−3 and from 28.3 µg m−3 to 16.5 µg m−3 for Sensor 1 and Sensor 2, respectively, after correcting for particle density and hygroscopic growth. The corrections reduced the overall MBE to <20 µg m−3 for PM10 and <3 µg m−3 for PM2.5, indicating that modified version of the LE could be used for ambient PM monitoring with appropriate correction and meteorological observations. However, users of the original product may underestimate their PM10 exposure. Copyright © 2020 American Association for Aerosol Research
Identifying Software Complexity Topics with Latent Dirichlet Allocation on Design Patterns

The scientific literature has paid limited attention to studying software complexity subjects from the design point of view. There is a significant number of papers that study software complexity in relation with maintenance, refactoring, source code changes and that establish metrics for measuring software complexity. This paper compares design patterns and software complexity in order to identify trends of research in the software complexity area. For this purpose, we assess the strengths and weaknesses of software complexity scientific articles through the lens of design patterns. We have reviewed 1068 papers via latent Dirichlet allocation technique (LDA) for our work. We found that existing software complexity paths disproportionate emphasis in how software complexity could benefit from design patterns instead on how contributions to design patterns can benefit from software complexity.
COMPETITIVENESS IN MANGO TRADE: A COMPARATIVE ANALYSIS BETWEEN PAKISTAN ANDOTHER MANGO EXPORTING NATIONS

This paper analyses the Pakistanâs mango export competitiveness against other leading mango producers and exporters. Using the trade data between the years 2010 and 2016, this paper estimates several revealed comparative advantage (RCA) indices, particularly inversion revealed comparative advantage (InRCA), revealed symmetric comparative advantage (RSCA) and competitive export performance (CEP) for each country compared. The results suggest that the competitiveness of Pakistan mangoes export was stable during the study period except in 2014-2015, when Pakistanâs competitiveness declined. At the same period, Mexico, Thailand and Philippines had increased comparative advantage in mango export, presenting a serious threat to Pakistanâs mango export potentials. An index of comparative export performance (CEP) indicates that Pakistan had a comparative advantage against most of the top mango producing and exporting countries expect Thailand and Philippines. The results indicate that Pakistan mango export exhibits strong comparative advantage, however to gain consistency in export competitiveness, Pakistan needs more managerial efforts from public and private institutions to address issues like food safety, importing countriesâ quarantine requirements and sanitary & phytosanitary (SPS) restrictions.
Marijuana (Cannabis indica)

Compared to any other thing in life people first prefers mental happiness than physical ones. But, those who fail to accomplish or to reach their mental balance levels get into this kind of stuff like marijuana, Ayahuasca, Heroin, Opium or Cocaine like thingies. They are classified under NDPS category i.e., Narcotic Drugs and Psychotropic Substances. They are the substances that are totally prohibited and are illegal. These substances are highly psychoactive and psychotropic in nature.
Public Lighting Recommendations

This document was prepared for use by the national Road Management Office in its work to prepare a new procurement document for local authorities. The guidelines cover a range of potential impacts from environmental, human vision and health, and security and legal impacts. LED lighting can provide improved outcomes in terms of energy, environmental impact while, at the same time, reducing carbon use.
Efficacy and safety of lamotrigine in refractory epilepsy of children

Abstract. It is known that current antiepileptic drugs can not control seizures in 20-30% of patients. The aim of this study was to evaluate the efficacy and safety of lamotrigine as add-on therapy in intractable epileptic children in Yazd- Iran. In a drug study, 42 children with mean age of 5/35 ± 4 years, 23 boys and 19 girls with refractory seizures and seeking treatment, recruited to be subjects of this study. Mixed and myoclonic were the most common seizure types ( 38% and 31% respectively). At the end of three months of lamotrigine treatment concomitantly with previous AED, 31% became seizure free, 35.7% had more than 50% reduction in seizure frequency and 12% had increasing seizures. All of seizures in absence and juvenile myoclonic epilepsies stopped with lamotrigine. Good drug response (stopping of seizures or > 50% of reduction in seizure frequency) was seen in 100% of idiopathic, 67% of cryptogenic and 54% of symptomatic epilepsies. 75% of Lennox-Gastaut syndrome and progressive myoclonic epilepsy and 33% of West syndrome had good response. Drug rash was seen in 6.7% of children and serious hematologic abnormality, hepatotoxicity and nephrotoxicity side effects were not seen. Lamotrigine can be considered as an effective and safe drug in controlling of intractable epilepsy of children especially in absence and juvenile myoclonic epilepsy. Key words: Refractory epilepsy, lamotrigine, add-on therapy, children
The genome sequence of the Jean-Talon strain, an archeological tetraploid beer yeast from Québec

The genome sequences of archeological yeast isolates can reveal insights about the history of human baking, brewing and winemaking activities and migration around the globe. A yeast strain called Jean-Talon was recently isolated from the vaults of the Intendant’s Palace of Nouvelle France on a historical site in Québec City. This site has been occupied by various breweries, starting from the end of the 17th century and until the middle of the 20th century. We sequenced the genome of the Jean-Talon strain with short and long reads and reanalyzed the genomes of hundreds of yeast strains to identify its species of origin and determine how it relates to other domesticated and wild strains. The Jean-Talon strain is a tetraploid strain with numerous aneuploidies, is partially sterile and most closely related to beer strains from the beer and bakery genetic groups and industrial strains from the United Kingdom and Belgium. We conclude from this that the Jean-Talon strain most likely derives from recent brewing activities that took place in the same location and not from wild yeast that could have been domesticated by the original brewers of the Nouvelle France on the site.
VALIDATION OF THE DIAGNOSIS BONE PAIN AND ITS NURSING INTERVENTIONS IN MULTIPLE MYELOMA

5 ABSTRACT: Descriptive study aimed at validating the nursing diagnosis Bone Pain in multiple myeloma and its nursing interventions. A bibliographic search was undertaken to construct the assertions and the International Classification for Nursing Practice®. Next, using a form, the assertions were submitted content validation by cancer nursing specialists active at a university hospital. The analysis was carried out through simple statistics, in view of the variable of interest: agreement level, with a result superior to 0.75. The diagnosis Bone Pain and the interventions reached an agreement rate of 1.0 and 0.90, respectively. The validation indicates the relevance of the nursing diagnosis in patients with multiple myeloma and reflects the possibility to improve the quality of care through standardized nursing interventions. DESCRIPTORS: Nursing processes; Nursing diagnosis; Multiple myeloma.