Miracle-dz/UniFAR-FTUs huggingface dataset:
Lifestyle Practices, Satisfaction with Life and the Level of Perceived Stress of Polish and Foreign Medical Students Studying in Poland

The adaptation of foreign students to a new country can be complicated due to different cultural values, language barriers and the way university courses are structured. The aim of the study was to analyze the lifestyle practices, satisfaction with life and the level of perceived stress of Polish and foreign students studying various medical disciplines in Poland with regard to chosen sociodemographic characteristics. The study included 231 foreign and 213 Polish students (n = 444) taking different medical disciplines at the medical university in eastern Poland. Three research tools were used: Fantastic Lifestyle Questionnaire (FLQ), Satisfaction with Life Scale (SWLS), Perceived Stress Scale (PSS-10). Additionally, students’ sociodemographic data was collected. Two-factor analysis of variance (ANOVA) was performed and correlations between variables were also examined. Our research indicated that Polish students obtained higher results in FLQ than foreign students. It also demonstrated a significantly higher level of stress among Polish students in comparison to foreign students. The self-assessment of their health condition, lifestyle, and rank associated to being healthy correlated with FLQ, SWLS and PSS-10. The present research can aid the development of support programs for foreign students so that the cultural adaptation processes would more positively influence their lifestyle and an education environment.
Examination of the Influence of Cognitive Behavior Therapy Components, Consumer Satisfaction and Engagement in Mothers Referred for Drug Abuse and Child Neglect on Treatment Outcomes

Psychological interventions for child maltreatment have predominately been limited to family-supported, multi-component behavioral therapies. Although these comprehensive programs have resulted in positive outcomes, they are relatively costly and there is limited information available as to how the components of these programs influence treatment outcomes. In this study, the CBT components of an evidence-based treatment for child neglect and drug abuse (Family Behavior Therapy) were examined in regards to consumer preferences, consumer engagement and treatment outcomes. Thirty-five mothers identified for child neglect and drug abuse were administered various CBT components successively and cumulatively based on their preferences. Repeated measure ANOVAs indicated that participants chose to receive components that were specific to managing antecedents to drug abuse and child neglect most frequently, followed by parenting skills training, communication skills training, and job/financial skills training. No differences were found in treatment providers’ ratings of the participants’ engagement across intervention components throughout treatment. Participants rated the intervention components as similarly helpful. Partial correlations revealed that participants’ ratings of helpfulness and provider ratings of participants’ engagement were not associated with improved drug use outcomes at 6- and 10-months post baseline. Participants’ ratings of helpfulness were associated with child maltreatment outcomes at 10-month post baseline, and provider ratings of participants’ engagement were associated with child maltreatment outcomes at both 6- and 10-month post baseline. Participants identified for neglect not related to drug exposure in utero improved at a higher percentage than did participants identified for in utero drug exposure, and receiving behavioral intervention components more frequently led to greater percentages of participants improving in both drug use and child maltreatment outcomes.
Translation and validation of parental perspective questionnaire for children with cochlear implant in persian language

Abstract Objective: Parental views about the outcomes of implantation on the child’s quality of life are valuable sources of information for implantation specialists. The aim at this study was to validate the “Parental Perspectives” questionnaire in Persian language. Design: The original questionnaire was translated from English to Persian language; the final Persian version of questionnaire was prepared and evaluated for validity and reliability. The internal consistency of the questionnaire and test-retest reliability were respectively evaluated by Cronbach’s alpha and ICC index. Factor analysis was used to determine the construct validity. Study Sample: The participants of this study were 370 parents of CI children. Results: Sampling adequacy for executing of factor analysis was confirmed by the results of Kaiser-Meyer-Olkin (=0.84) and Bartlett test (p < .05). Three factors were extracted from exploratory factor analysis. Confirmatory factor analysis confirmed the accuracy of the three-dimensional structures. Principal component analysis revealed the structural validity of three factors. Correlation between questionnaire items was good (r = 0.76). Reliability coefficient was calculated as 0.93. Conclusions: The Persian version of the questionnaire has good validity and reliability and can be used to examine the perspectives of the parents about CI.
Clinical Findings and Antimicrobial Susceptibility of Anaerobic Bacteria Isolated in Bloodstream Infections

The objectives of this study were to report on the antimicrobial susceptibility of 141 clinically significant anaerobic bacteria isolated from bloodstream infections between January 2016 and April 2020 in a tertiary-care hospital in Granada (Spain) and to describe the main clinical features of the patients. Species identification was performed by MALDI-TOF MS (Bruker Daltonics, Billerica, MA, USA). Antimicrobial susceptibility tests were performed against penicillin, amoxicillin-clavulanic acid, imipenem, moxifloxacin, clindamycin, metronidazole, and piperacillin-tazobactam using the gradient diffusion technique and EUCAST breakpoints, except for moxifloxacin (CLSI breakpoints). The most frequent anaerobes were Bacteroides (43.9%, n = 62), Clostridium (24.1%, n = 34) and Gram-positive anaerobic cocci (GPACs) (15.6%, n = 22). Almost all tested anaerobes were susceptible to imipenem and amoxicillin-clavulanic acid, except for Bacteroides. High overall resistance rates to clindamycin were observed, especially for Gram-positive anaerobic cocci (GPACs) (54.5%) and for Bacteroides spp. (45.1%). Overall, low resistance rates to almost all antibiotics were observed for Clostridium. High resistance rates to penicillin were also observed for Gram-positive anaerobic bacilli (GPABs) (44.4%), as well as to metronidazole (22.2%), although only nine isolates were included. Antimicrobial susceptibility testing for anaerobes should always be performed in severe infections, such as those localized in the bloodstream. The information obtained contributes to selecting empirical treatments according with local data on resistance.
Abundance, residency, and habitat utilisation of Hector's dolphins (Cephalorhynchus hectori) in Porpoise Bay, New Zealand

Abstract Theodolite tracking and boat‐based photo‐identification surveys were carried out in the austral summers of 1995/96 and 1996/97 to assess abundance, residency, and habitat utilisation of Hector's dolphins (Cephalorhynchus hectori van Beneden 1881) in Porpoise Bay, on the south‐east corner of the South Island of New Zealand. Data are consistent with the model of a small resident population that is visited occasionally by members of neighbouring populations. Mark‐recapture analysis of photographically identified individuals, along with data on the proportion of animals bearing identifying marks, indicates a local population of 48 dolphins (95% CI = 44–55) in 1996/97. Dolphins spent a large proportion of their time in a small area inside the bay. Dolphin sightings were more congregated in successive time periods from early morning to late afternoon. No pattern of diurnal movement into and out of the bay was observed.
Time to Face Language: Embodied Mechanisms Underpin the Inception of Face-Related Meanings in the Human Brain

Abstract In construing meaning, the brain recruits multimodal (conceptual) systems and embodied (modality-specific) mechanisms. Yet, no consensus exists on how crucial the latter are for the inception of semantic distinctions. To address this issue, we combined electroencephalographic (EEG) and intracranial EEG (iEEG) to examine when nouns denoting facial body parts (FBPs) and nonFBPs are discriminated in face-processing and multimodal networks. First, FBP words increased N170 amplitude (a hallmark of early facial processing). Second, they triggered fast (~100 ms) activity boosts within the face-processing network, alongside later (~275 ms) effects in multimodal circuits. Third, iEEG recordings from face-processing hubs allowed decoding ~80% of items before 200 ms, while classification based on multimodal-network activity only surpassed ~70% after 250 ms. Finally, EEG and iEEG connectivity between both networks proved greater in early (0–200 ms) than later (200–400 ms) windows. Collectively, our findings indicate that, at least for some lexico-semantic categories, meaning is construed through fast reenactments of modality-specific experience.
Adaptive Compression of Word Embeddings

Distributed representations of words have been an indispensable component for natural language processing (NLP) tasks. However, the large memory footprint of word embeddings makes it challenging to deploy NLP models to memory-constrained devices (e.g., self-driving cars, mobile devices). In this paper, we propose a novel method to adaptively compress word embeddings. We fundamentally follow a code-book approach that represents words as discrete codes such as (8, 5, 2, 4). However, unlike prior works that assign the same length of codes to all words, we adaptively assign different lengths of codes to each word by learning downstream tasks. The proposed method works in two steps. First, each word directly learns to select its code length in an end-to-end manner by applying the Gumbel-softmax tricks. After selecting the code length, each word learns discrete codes through a neural network with a binary constraint. To showcase the general applicability of the proposed method, we evaluate the performance on four different downstream tasks. Comprehensive evaluation results clearly show that our method is effective and makes the highly compressed word embeddings without hurting the task accuracy. Moreover, we show that our model assigns word to each code-book by considering the significance of tasks.
The genus Trichadenotecnum Enderlein (Insecta: Psocoptera: Psocidae) in Sumatra, Indonesia, with description of thirteen new species

Records of 20 species of Trichadenotecnum Enderlein (Psocidae) from Sumatra, including 13 species described here as new, are provided. Keys are given to the 33 species of the genus now known from Indonesia, and their relationships and distribution discussed. Most species are known from few individuals and appear to be scarce. Several new species are referable to species groups designated by Yoshizawa for Japanese taxa, but others are anomalous.
Physical Properties and Consumer Evaluation of Cocoa Bean Shell-Functionalized Biscuits Adapted for Diabetic Consumers by the Replacement of Sucrose with Tagatose

The cocoa bean shell (CBS), a by-product of the cocoa industry, has been reported to be rich in fiber and polyphenols, which could contribute to reducing the metabolism of sugars and glucose adsorption. The production of CBS-based biscuits in which sucrose is replaced with tagatose (a low-glycemic sugar with prebiotic properties), benefiting diabetic consumers, is proposed. Six prototype biscuits were produced using sucrose, tagatose, and CBS powder at 0%, 10%, and 20% as a wheat flour replacement. Biscuits were studied in terms of fiber content, and those with 10% and 20% CBS showed to contain 5.66% and 8.70–8.71% of total dietary fiber, respectively. Moreover, the physicochemical and structural properties of the biscuits were studied to evaluate their differences due to the use of sucrose and tagatose combined with CBS. Significant effects mainly caused by the reducing nature and lower solubility of tagatose with respect to sugar, and the water retention capacities of CBS were observed. Finally, the biscuits were evaluated by performing a consumer acceptance evaluation, and their perceptible sensorial differences were studied by performing a Napping® sensory characterization. CBS-based biscuits represent an interesting possibility for cocoa by-product revalorization, although an optimized recipe is recommended, especially when employing tagatose.
A Multitasking-Oriented Robot Arm Motion Planning Scheme Based on Deep Reinforcement Learning and Twin Synchro-Control

Humanoid robots are equipped with humanoid arms to make them more acceptable to the general public. Humanoid robots are a great challenge in robotics. The concept of digital twin technology complies with the guiding ideology of not only Industry 4.0, but also Made in China 2025. This paper proposes a scheme that combines deep reinforcement learning (DRL) with digital twin technology for controlling humanoid robot arms. For rapid and stable motion planning for humanoid robots, multitasking-oriented training using the twin synchro-control (TSC) scheme with DRL is proposed. For switching between tasks, the robot arm training must be quick and diverse. In this work, an approach for obtaining a priori knowledge as input to DRL is developed and verified using simulations. Two simple examples are developed in a simulation environment. We developed a data acquisition system to generate angle data efficiently and automatically. These data are used to improve the reward function of the deep deterministic policy gradient (DDPG) and quickly train the robot for a task. The approach is applied to a model of the humanoid robot BHR-6, a humanoid robot with multiple-motion mode and a sophisticated mechanical structure. Using the policies trained in the simulations, the humanoid robot can perform tasks that are not possible to train with existing methods. The training is fast and allows the robot to perform multiple tasks. Our approach utilizes human joint angle data collected by the data acquisition system to solve the problem of a sparse reward in DRL for two simple tasks. A comparison with simulation results for controllers trained using the vanilla DDPG show that the designed controller developed using the DDPG with the TSC scheme have great advantages in terms of learning stability and convergence speed.
Barriers to inpatient palliative care consultation among patients with newly diagnosed cancer after emergency admission.

BACKGROUND Many patients with advanced cancer diagnosed following emergency presentation will likely benefit from palliative care (PC) interventions. This study assessed the potential patient-related barriers to inpatient PC consultation among patients who were newly diagnosed with cancer after emergency admission (EA) and received only supportive care. METHODS This observational study retrospectively obtained data on all patients who were admitted to our hospital after emergency transfer between January 2012 and November 2016. We identified patients for whom cancer was listed as the primary disease in the post-hospitalization discharge summary. Out of these patients, we selected those with newly diagnosed cancer and determined whether they were referred for inpatient PC consultation. RESULTS This study recruited 141 patients with newly diagnosed cancer after EA (1.2% of all emergency transfer cases). Following diagnosis, the PC team intervened in 29.8% of all the patients enrolled in this study and in 53.3% of patients who received only supportive care. In patients who received only supportive care, the patients who were not referred for PC consultation were significantly more likely to have shorter survival time and less likely to receive disclosure about their cancer diagnosis than patients who were referred. CONCLUSIONS According to this study, short survival time and no disclosure of cancer diagnosis are potential patient-related barriers to inpatient PC consultation among patients with newly diagnosed cancer after EA.
The translational repressor Cup is required for germ plasm assembly and germ cell development in Drosophila.

RNA localization is a cellular mechanism used to localize proteins to sub-cellular domains and to control protein synthesis regionally. In oocytes, RNA localization has profound implications for development, generating asymmetric protein distributions that promote morphological and functional cell polarization and establish regional fates in the future embryo. One such fate is that of the germ cell lineage. In Drosophila, germ cell formation depends on maternal inherited factors localized in the posterior pole region of oocytes and early embryos, named germ plasm. Oskar (Osk), a key determinant of germ plasm assembly, is both necessary and sufficient for germ-line formation and posterior patterning The localization of oskar (osk) mRNA starts during oogenesis and it is mediated by trans-acting factors several of which have been shown to have roles in post-transcriptional regulation of RNA, such as splicing, translational control and degradation. However, most of the molecular mechanisms underlying osk mRNA localization are still unclear (Zhou Y. and King ML, 2004). During the course of my study, I have demonstrated that Cup, a translational regulator of specific mRNAs, localizes to both nuage, a germ-line perinuclear organelle assembled during early oogenesis, and germ plasm. Moreover, Cup protein interacts with Osk and Vasa (Vas) to assure anchoring, stabilization and/or maintenance of germ plasm particles to the posterior pole of oocytes and early embryos. According to these results, homozygous cup mutant embryos display a reduced number of germ cells, respect to the heterozygous cup mutants. The latest embryos exhibit in turn less germ cells than wild type. Finally, cup and osk interact genetically, since reducing cup copy number further decreases the total number of germ cells observed in heterozygous osk mutant embryos. In this thesis, I shed light on a novel role of Cup during germ plasm assembly and germ cell development in Drosophila.
Positive Youth Development and Adolescent Depression: A Longitudinal Study Based on Mainland Chinese High School Students

There are several limitations of the scientific literature on the linkage between positive youth development (PYD) attributes and adolescent psychological morbidity. First, longitudinal studies in the field are limited. Second, few studies have used validated PYD measures to explore the related issues. Third, few studies have used large samples. Fourth, limited studies have been conducted in mainland China. In this study, we conducted a longitudinal study using two waves of data collected from 2648 junior high school students in mainland China. In each wave, participants responded to a validated PYD scale (Chinese Positive Youth Development Scale: CPYDS) and other measures of well-being, including the 20-item Centre for Epidemiologic Studies Depression Scale (CES-D). After controlling for the background demographic variables, different measures of CPYDS (cognitive–behavioral competence, prosocial attributes, general positive youth development qualities, positive identity, and overall PYD qualities) were negatively associated with CES-D scores in Wave 1 and Wave 2. Longitudinal analyses also revealed that PYD measures in Wave 1 negatively predicted Wave 2 depression scores and the changes over time. The present findings highlight the protective role of PYD attributes in protecting adolescents from depression.
Detection of biofilm formation of a collection of fifty strains of Staphylococcus aureus isolated in Algeria at the University Hospital of Tlemcen

The burden of disease caused by Staphylococcus aureus continues to grow; this organism has the ability to form biofilm and it is also a frequent cause of medical device and implant-related infections. The objective of this study was to evaluate the biofilm-forming ability of a collection of clinical isolates of S. aureus. In a total of 240 Staphylococcus spp. isolated from catheters, retrieved at five services (neonatology, internal medicine, pneumology, pediatric and neurology), only 50 (20.83%) strains were identified by conventional microbiological methods as S. aureus species; these strains were screened by microtiter plate assay for detection of biofilm formation. Of the 50 clinical isolates, 16 (32%) were non adherent, 20(40%) weakly, 10 (20%) moderately and 4(8%) strongly adherent. The quantitative method of microtiter plate can be involved as a simple, rapid, inexpensive and reproducible assay to assess biofilm formation which is further an important feature of pathogenecity of S. aureus in the clinical setting. Key words: Microbial biofilm, Staphylococcus aureus, catheter, microtiter plate assay.
A Licorice Roots Extract Induces Apoptosis and Cell Cycle Arrest and Improves Metabolism via Regulating MiRNAs in Liver Cancer Cells

Abstract Targeting altered metabolism in cancer provides a promising preventive and therapeutic approach. Natural products interplay between gene expression and metabolism either by targeting altered metabolic enzymes and/or affecting the regulating miRNAs. Licorice is a widely known product used as flavoring agent. Glycyrrhizin and other metabolites were reported to exert several metabolic benefits. Here, we investigated the effect of licorice roots extract on some metabolic pathways and their regulating miRNAs in hepatocellular carcinoma cells. Our data showed various beneficial effects of licorice roots extract including induction of apoptosis and cell cycle arrest. Second, upregulating tumor suppressor miRNAs; let7a-3p, miR-34c-5p, miR-122-5p, miR-126-3p, miR195-5p, miR-199a-5p, miR-206, and miR-326-5p. Third, inhibiting HIF1α, PI3K and C-Myc and activating AMPK and p53. Fourth, inhibiting enzymes of glycolysis; HK-2, LDH-A and PK-M2; pentose phosphate pathway; G6PD and glutaminolysis; glutaminase. However, such an extract upregulated oncogenic miRNAs; miR-21, miR-221, and miR-222. Although the present data highlights the ability of licorice roots extract to enhance apoptosis and cell cycle arrest and correct altered metabolism, it warns against its unfavorable effects, hence, its use for prevention and therapy should proceed with caution. Further experiments are required to investigate whether a specific bioactive ingredient is responsible for upregulating the oncogenic miRNAs.
Elephant (Loxodonta africana) Demography and Behaviour in the Tarangire-Manyara Ecosystem, Tanzania

The increasing prevalence of humans in areas used by elephants is a major challenge to elephant conservation. To investigate anthropogenic impacts on elephants, data on population structure, sex ratios, social structure and behaviour of elephants were examined along vehicle road transects in areas with different protection status. These included: Lake Manyara National Park (protected), Manyara Ranch (partially protected), and the adjacent communal area (non-protected). The maximum number of elephants seen in one day (with similar search effort per day) was 117 in the park and 25 on the ranch, suggesting a higher elephant density inside the park. No elephants were seen in the community area during the survey. In the park, the adult sex ratio was skewed towards females, while on the ranch the adult sex ratio was skewed towards males. The mean group size of elephants was significantly larger in the park compared to the ranch. Tusk sizes of male elephants were significantly larger in the park than on the ranch and elephants on the ranch were significantly more responsive to human approach than elephants in the park. Considering elevated rates of poaching for ivory in the ecosystem and the apparently poor safety for elephants in Manyara Ranch, we strongly suggest improving law enforcement on the ranch.