Miracle-dz/UniFAR-FTUs huggingface dataset:
Evaluation of the anticoccidial effect of traditional medicinal plants, Cinnamomum verum bark and Rumex nervosus leaves in experimentally infected broiler chickens with Eimeria tenella

Abstract Rumex nervosus leaves (RNL) and Cinnamomum verum bark (CNB), phytogenic herbs, have received much attention in recent years for their antimicrobial properties; however, there is limited knowledge about their potential anticoccidial functions. The prophylactic effects of RNL and CNB were compared with salinomycin, a standard synthetic anticoccidial agent, in broilers experimentally infected with Eimeria tenella (E. tenella). One-day-old broiler chicks (n = 225) were randomly divided into nine groups. Birds were either fed a basal diet containing 1, 3, or 5 g RNL or 2, 4, or 6 g CNB/kg feed, or treated with salinomycin within the basal diet, or the infected (IUT) or non-infected (UUT) groups were fed a basal diet only. Birds infected (n = 25 bird/group) with 40,000 sporulated E. tenella oocysts/bird at d 21 except UUT. Bodweight gain (BWG) and feed conversion ratio (FCR) were significantly (p < .05) lower in IUT compared to UUT. On day 7 post-infection (DPI), birds treated with RNL, CNB, or salinomycin had fewer lesions in the caeca and a lower oocyst value, and a higher oocyst reduction rate in the faeces than birds in the IUT. Although RNL was not able to reduce weight loss caused by coccidiosis, CNB at 6 g improved FCR and production efficiency index (PEI) at 7 DPI compared to the infected groups. In conclusion, RNL at 5 g and CNB at 6 g have moderate anti-coccidial activity and could be used to treat poultry coccidiosis in the field. However, more research is needed to identify active ingredients that make it effective compared to commercially available drugs. HIGHLIGHTS Phytogenic feed additives prevented weight loss and caecum pathology in broiler chickens at risk of coccidiosis. Rumex nervosus leaves and Cinnamomum verum bark had similar effects to the coccidiostat salinomycin at high doses. Traditional medicinal plants are potential alternatives to pharmaceutical coccidiostats to promote the health and growth of broiler chickens.
Psychometric Properties of the Urdu Translation of Berg Balance Scale in People with Parkinson’s Disease

Background: The most common assessment tool used in clinical settings to detect changes in balance performance is the Berg Balance Scale (BBS). Thus, the purpose of this study was to translate the BBS into Urdu and investigate the psychometric properties (acceptability, internal consistency reliability, interrater reliability, construct validity) for individuals with Parkinson’s disease (PD). Methods: Eighty patients of either gender with idiopathic Parkinson’s disease, stages I–III on the modified Hoehn–Yahr (H&Y) scale, with intact cognition according to the Mini Mental Score Examination (MMSE) score (greater than or equal to 24) and independent of transfers, were included in this study. The BBS was translated according to international guidelines based on forward and backward translation processes. The test-retest reliability as well as intra- and inter-observer reliability was assessed by calculating the intra-class correlation coefficient (ICC). The internal consistency of the entire BBS score was assessed by calculating Cronbach’s α. The convergent validity was assessed by correlating the scale with the Unified Parkinson Disease Rating Scale (UPDRS) parts II and III and the Activity-specific Balance Confidence Scale (ABCS). The construct validity was assessed using a factor analysis. Results: The mean age of the subjects was 62.35 ± 5.74 in years (range: 60–87 years). The ICC for intra- and inter-observer reliability was 0.95 (p < 0.0001) and 0.99 (p < 0.001), respectively. Cronbach’s α was calculated as 0.81, which showed acceptable internal consistency of the Urdu version of the BBS. The test-retest reliability (ICC) of the Urdu version of the BBS was determined as 0.97 for the total score, and ranged from 0.66–0.95 for individual items. In terms of validity, the Urdu version of the BBS was correlated with the ABCS (in the positive direction) and UPDRS-II and III (in the negative direction) (r = 0.53, p < 0.001; r = −0.68, p < 0.001, r = −0.78, p < 0.0001), respectively. Conclusion: The Urdu version of the BBS is a reliable and valid scale to be used in balance assessment of population diagnosed with PD with excellent psychometric properties.
Evaluating Children’s Learning of Adaptive Response Capacities from ShakeOut, an Earthquake and Tsunami Drill in Two Washington State School Districts

Abstract In 2012, Washington state participated in ShakeOut, an annual, one-day event that encourages residents to practice “drop, cover and hold on” drills for earthquakes and evacuation for tsunamis. To better understand the role of school drills in improving individual and community resilience to disasters, this evaluation examined the effectiveness of the ShakeOut drills in improving or maintaining children’s accurate risk perceptions and adaptive response capacities for earthquakes and tsunamis. Using matched pretest and posttest questionnaires, the analysis examined both population level and individual differences in children’s knowledge and scenario-based knowledge application before and after ShakeOut. Children demonstrated high levels of correct knowledge of protective actions for earthquakes and tsunamis both before and after ShakeOut. However, the findings indicate that significant portions of children have varying levels of knowledge of the causes of injury and approximately a third of children chose an incorrect action or indicated uncertainty in scenarios not commonly practiced in school earthquake drills. Also, more than a quarter of children were not aware they practiced vertical evacuation procedures for a tsunami during ShakeOut. Children would benefit from practice for different scenarios, such as when they are outside or traveling between classes, and explicit lessons on protective actions.
Feasibility Trial to Evaluate Tendon Stiffness Obtained from Shear Wave Elastography Imaging as a Biomarker of Aromatase Inhibitor-Induced Arthralgias

Aromatase inhibitor-induced arthralgia (AIA) comprises significant, activity-limiting musculoskeletal symptoms, including joint pain, myalgia, and joint stiffness. We conducted a prospective feasibility study in postmenopausal women diagnosed with early-stage (0–3) hormone receptor positive (HR+) breast cancer who were candidates for treatment with adjuvant AI therapy (n = 16). Tendons of the hands and wrists and the median nerve were imaged using gray-scale and power Doppler ultrasound (US) and US SWE. Arthralgia symptoms were evaluated using the Breast Cancer Prevention Trial (BCPT) Symptom Checklist musculoskeletal subscale (MS) and the Western Ontario and McMaster Universities Osteoarthritis Index (WOMAC) pain and stiffness subscales. At baseline, there were significant differences in the SW velocities of tendons between dominant and nondominant hands. Increased velocity in 2 of 6 tendons and the median nerve was associated with greater pain at baseline, whereas slower velocity of the extensor digitorum tendon (suggesting decreased stiffness) was associated with a higher WOMAC stiffness score. Increased SW velocity (suggestive of increased stiffness) at baseline in the abductor pollicis longus tendon was associated with a worsening of all three pain and stiffness measures by 6 months. Future studies should evaluate SWE scores related to AIA outcomes in a larger sample size.
Compressive Strength Prediction of Lightweight Concrete: Machine Learning Models

Concrete is the most commonly used construction material. The physical properties of concrete vary with the type of concrete, such as high and ultra-high-strength concrete, fibre-reinforced concrete, polymer-modified concrete, and lightweight concrete. The precise prediction of the properties of concrete is a problem due to the design code, which typically requires specific characteristics. The emergence of a new category of technology has motivated researchers to develop mechanical strength prediction models using Artificial Intelligence (AI). Empirical and statistical models have been extensively used. These models require a huge amount of laboratory data and still provide inaccurate results. Sometimes, these models cannot predict the properties of concrete due to complexity in the concrete mix design and curing conditions. To conquer such issues, AI models have been introduced as another approach for predicting the compressive strength and other properties of concrete. This article discusses machine learning algorithms, such as Gaussian Progress Regression (GPR), Support Vector Machine Regression (SVMR), Ensemble Learning (EL), and optimized GPR, SVMR, and EL, to predict the compressive strength of Lightweight Concrete (LWC). The simulation approaches of these trained models indicate that AI can provide accurate prediction models without undertaking extensive laboratory trials. Each model’s applicability and performance were rigorously reviewed and assessed. The findings revealed that the optimized GPR model (R = 0.9803) used in this study had the greatest accuracy. In addition, the optimized SVMR and GPR model showed good performance, with R-values 0.9777 and 0.9740, respectively. The proposed model is economic and efficient, and can be adopted by researchers and engineers to predict the compressive strength of LWC.
Managing intellectual capital: role of corporate entrepreneurship and absorptive capacity on firm performance

ABSTRACT Drawing upon the resource-based view (RBV) theory, the present study examined the mediating role of absorptive capacity on the relationship between corporate entrepreneurship and firm performance. A time lagged survey-based quantitative study was carried out for which the questionnaire was adopted from different published sources. With a total of 347 responses, the data was analysed using SmartPLS-3. The findings of the study supported all the hypotheses. The direct corporate entrepreneurship and firm performance relationship sought empirical support. Accordingly, absorptive capacity resulted as a significant contributor towards firm performance. Notably, it also mediated the corporate entrepreneurship and firm performance association. The paper underlines the novel idea of mediating role of absorptive capacity (ACAP) on the corporate entrepreneurship and firm performance relationship. In doing so, this paper explains how information plays a critical role in enabling a culture and performance factor of an organisation.
Guest Support for Outdoor Smoke-Free Policies within a Homeless Shelter

Roughly 70–80% of adults experiencing homelessness smoke cigarettes. Smoke-free living/workplace policies are an empirically-supported tobacco control intervention. However, homeless shelters may be reluctant to implement smoke-free policies due to fears of it discouraging current/potential shelter guests from taking refuge there. The current study was meant to characterize guest support for on-property smoke-free policies within a homeless shelter with an extant indoor tobacco use ban amongst never smokers, former smokers, and current smokers to provide data on this point. Participants comprised a convenience sample of adult guests of a homeless shelter in Texas (N = 394, 28.2% women; 10.2% former; and 75.9% current smokers). Participant sociodemographics, smoking status, behavioral health diagnoses, and support for two versions of an on-property outdoor courtyard smoke-free policy (one partial, one complete) were assessed. Data were collected in two waves in a repeated cross-sectional design. Overall, 64.0% of participants supported a partial, and 32.0% a full smoking ban. Logistic regressions, controlling for wave of data collection, age, sex, and any additional significant predictors from a semi-adjusted model, examined associations between participant characteristics and policy support. Older participants (OR = 1.024, CI0.95 = 1.005–1.044), non-veterans (OR = 2.523, CI0.95 = 1.156–5.506), former smokers (OR = 2.730, CI0.95 = 1.191–6.258), and those without severe mental illness (OR = 1.731, CI0.95 = 1.061–2.824) had significantly greater odds of supporting a partial smoking ban. Relative to current smokers, never smokers (OR = 3.902, CI0.95 = 2.133–7.137) and former smokers (OR = 8.257, CI0.95 = 3.951–17.258) had significantly greater odds of supporting a complete smoking ban. The implementation of smoke-free living/workplace policies in homeless shelters may enjoy more support from guests—specifically, non-smokers—than anticipated by shelter administrators. Aside from reducing ambient smoke exposure for never and former smokers, these policies can help to reduce ubiquitous smoking cues for those who may want to quit, are undergoing a quit attempt, or are trying to maintain abstinence. Interventionists might partner with shelter guests, particularly smokers, to inform the roll-out of such policies for maximal acceptance and adoption.
Managing the Tension between Trust and Confidentiality in Mobile Supply Chains

This research investigates the tension between trust and confidentiality in Mobile Supply Chains (MSCs), where a production asset that is owned by one of the partners is outsourced to another partner of the supply chain for the production of goods, chemicals, or pharmaceuticals. The novelty of the MSC concept is to be found in its innovative and sustainable approach to production and operation processes in supply chains. Implementation of the MSC model could, however, raise trust and confidentiality concerns. The interplay of trust and confidentiality, or preservation of information privacy, between partners plays a central role in the supply chains, particularly because they are genuinely dependent on each other. Qualitative data analysis was used, in which semi-structured interviews with the experts from the chemical and pharmaceutical industries in Germany were conducted to investigate the tension between trust and confidentiality, and important factors affecting it. The results of the study present four different integration scenarios, namely, the low-quality, conservative, grey-box, and innovation scenarios, which consider different levels of trust, confidentiality and information sharing. Subsequently, the tension between trust and confidentiality is analyzed within these scenarios, and three effective strategies which encourage partners to balance the tension between trust and confidentiality are proposed. The study indicates that the balance between trust and confidentiality can be maintained in some scenarios when critical factors such as transparency, trust negotiation, and a reward-sharing system are present.
Effect of Farm Management Practices on Morbidity and Antibiotic Usage on Calf Rearing Farms

Antimicrobial resistance has been recognized as one of the top health threats to human society. Abundant use of antibiotics in both humans and animals has led to ever-increasing antibiotic resistance in bacteria. In food production, decreasing morbidity in beef herds would be an effective way to reduce the use of antibiotics. The objective of this retrospective observational study was to determine overall morbidity on calf rearing farms and to identify associated risk factors. Data were collected by questionnaire, meat companies’ databases and the national cattle register for 28,228 calves transported to 87 calf rearing farms. All medications given to these calves were retrospectively followed for 180 days from calf arrival to the farm. In total, 34,532 parenteral antibiotic medications were administered to the 28,228 study calves (122.3%), and 17,180 calves (60.9%) were medicated with antibiotics at least once during the follow-up. Higher numbers of calves transported to the same farm and larger age variation in calves in the same arrival batch were both associated with increased morbidity. In contrast, higher arrival age of individual calves was associated with decreased morbidity. Our study identifies several factors to consider in decreasing morbidity and antibiotic usage on calf rearing farms.
Thermal Lags in Flowing Incompressible Fluid Systems Containing Heat Capacitors

The transient thermal conditions in problems involving flowing fluid systems in contact with heat capacitors are becoming increasingly important with the advent of modern control techniques. The temperature controlability of a flowing fluid system is a direct function of the transient thermal response of the fluid to a specific temperature input function. In a previous paper, the author presented an analysis which considered the transient fluid temperatures in a system consisting of a compressible fluid flowing through a duct or in a heat exchanger. The case of a compressible fluid, with an exponential or step-function fluid temperature input, flowing through an insulated tube or pipe was analyzed in detail and examples were presented. The treatment of the transient conditions for a compressible fluid flowing through a heat exchanger was partially analyzed and the method of solution was demonstrated. The present paper consists of an extension of this work in which the transient conditions due to thermal lags in flowing incompressible fluid systems are analyzed. Both the case of an incompressible fluid, with a step-function temperature input, flowing through a circular tube or pipe and the case of an incompressible fluid flowing in a simple heat exchanger are examined in detail. An example which demonstrates the transient condition at the exit of a simple (condensing-steam/water) heat exchanger is presented also.
Do Islamic Ethics Influence Consumers’ Reaction to Advertising Messages of Certain Foods? Tracking Consumers’ Reaction Using fMRI Technology

Abstract Ethics have a significant influence on business practices and consumption behavior. This influence is increasing as evidenced in the growing global demand for ethical products, particularly Halal products. We, in this study, use the functional Magnetic Resonance Imaging (fMRI) technique to investigate consumers’ reaction to advertising messages of ethical products, specifically Halal products. We used a blocked design approach to measure brain activities when consumers are presented with images of Halal and non-Halal food products. The level of brain activation in the ventromedial prefrontal cortex (vmPFC) increased significantly for Muslim participants (9.51) compared to non-Muslims participants (2.94), when both groups were presented with Halal images. The elevated activity in the vmPFC of Muslim consumers in this study supports the hypothesis that ethical obligations significantly impact the consumption behavior of Muslims. Furthermore, the fact that the reaction of Muslims to images of Halal foods results in elevated activities in the vmPFC suggests that their reaction is cerebral instead of emotional. The results of this study suggest that, to improve their chances of success in Muslim markets, marketing managers of multinational companies should use advertising messages that 1) highlight the ethical dimensions of their offerings, and 2) use cognitive instead emotional appeals.
Visualizing the Invisible—The Needs and Wishes of Childhood Cancer Survivors for Digitally Mediated Emotional Peer Support

This study aims to identify the needs and wishes of childhood cancer long-term survivors for digitally mediated emotional peer support. Survivors of childhood cancer (six men, seven women) aged 19–33, participated in semi-structured interviews (November–December 2020). Age of diagnosis ranged from 1 to 13 years. The interviews lasted between 45 and 85 min. A thematic analysis was used to identify three themes for needs: processing long-term complications of cancer treatment, processing psychosocial health and meeting others who share similar experiences; and another three themes reflecting wishes: digital tools for connecting with people who had had similar experiences, different modes of communication and a safe place with varying degrees of anonymity. The findings emphasized the needs and wishes of childhood cancer survivors to meet others who had had similar experiences using a digital tool that offered a secure place, with options for a variety of communication methods and levels of anonymity. Peer support can serve as an important complement to professional psychosocial support.
Automated Filter Pruning Based on High-Dimensional Bayesian Optimization

Filter pruning is necessary to efficiently deploy convolutional neural networks on edge devices that have limited computational resources and power budgets. With conventional filter pruning techniques, the same pruning rate is manually specified for different convolutional layers, which is suboptimal and time-consuming. To extract the features from the coarse level to the fine level, the number of filters in each layer has various distributions. Therefore, it is unsuitable to utilize the same pruning rate for different functional layers. To address this issue, we propose a high-dimensional Bayesian optimization-based filter pruning (HDBOFP) algorithm, which aims to automatically determine the most appropriate pruning rate for each convolutional layer. In addition, the proposed method can automatically identify optimal pruning-rate combinations without a time-consuming retraining phase. Compared with conventional filter pruning methods, this automated filter pruning technique exhibits a higher efficiency, which improves accuracy and reduces the required human labor. The effectiveness of our automated filter pruning algorithm is validated through two major computer vision applications, namely image classification and object detection. Specifically, when used in combination with ResNet-110 to classify the CIFAR-10 dataset, HDBOFP reduces the required number of float point operations (FLOPs) by more than 62% without affecting accuracy. Similarly, when HDBOFP is added to the YOLOv5l framework to run detection experiments on the MS-COCO 2017 dataset, FLOPs decrease by more than 43% with only a 1.2% loss in mean average precision, which has advanced the previous studies.
Breeding, production, and supply chain of confection sunflower in China

Over the past 40 years, confection sunflower in China has achieved significant improvements from old landraces to open-pollinated varieties (OPV) through conventional breeding. Starting in 2010, after a short period of growing U.S. hybrids, superior Chinese proprietary hybrids were developed through contributions from both the private and public sectors utilizing old landraces, OPV and limited foreign germplasms as genetic resources which eventually enabled China to become a leading producer worldwide. The average yields have steadily increased from 1730 kg/ha (OPV) to over 2700 kg/ha (hybrid) largely due to genetic improvements and advanced cultivation practices. The planted area is expected to remain at around 0.60 M ha, with over 95% confection sunflower, and the remaining 5% oilseed type. Sunflower production in China is mainly concentrated in 10 provinces of the northwest region with around three-fourth of the production in Inner Mongolia, followed by Xinjiang. The potential for increased sunflower cultivation remains optimistic in those regions due to the benefit of an established industrial supply chain of producing, processing, and marketing near the production areas. More than half of all products is domestically consumed (∼2.0 M T/year), but overseas exports have gradually increased in recent years. Future directions for confection sunflower breeding should continue emphasizing high quality, multi-disease resistance, and product versatility to meet the diverse market demands. Further enhancement of variety registration and the implementation of DNA fingerprinting for variety identification will help the sustainable development of the Chinese sunflower industry.