Miracle-dz/UniFAR-FTUs huggingface dataset:
Are Low Food Prices Pro-Poor? Net Food Buyers and Sellers in Low-Income Countries

There is a general consensus that most of the poor in developing countries are net food buyers and food price increases are bad for the poor. This could be expected of urban poor, but it is also often attributed to the rural poor. Recent food price increases have increased the importance of this issue, and the possible policy responses to these price increases. This paper examines the characteristics of net food sellers and buyers in nine low-income countries. Although the largest share of poor households are found to be net food buyers, almost 50 percent of net food buyers are marginal net food buyers who would not be significantly affected by food price increases. Only three of the nine countries examined exhibited a substantial proportion of vulnerable households. The average incomes (as measured by expenditure) of net food buyers were found to be higher than net food sellers in eight of the nine countries examined. Thus, food price increases, ceteris paribus, would transfer income from generally higher income net food buyers to poorer net food sellers. The analysis also finds that the occupations and income sources of net sellers and buyers in rural areas are significantly different. In rural areas where food production is the main activity and where there are limited non-food activities, the incomes of net buyers might depend on the incomes and farming activities of net food sellers. These results suggest the need for reevaluation of the consensus on the impact of food prices on food needs. Further work on the regional differences, and more important, on the second order effects, are necessary to answer these questions more precisely. Only on the basis of further analysis can we start generating better policy responses.
Quasilinear Scalar Field Equations Involving Critical Sobolev Exponents and Potentials Vanishing at Infinity

Abstract We are concerned with the existence of positive weak solutions, as well as the existence of bound states (i.e. solutions in W1, p (ℝN)), for quasilinear scalar field equations of the form $$ - \Delta _pu + V(x) \vert u \vert ^{p - 2}u = K(x) \vert u \vert ^{q - 2}u + \vert u \vert ^{p^ * - 2}u,\qquad x \in {\open R}^N,$$ where Δpu: = div(|∇ u|p−2∇u), 1 < p < N, p*: = Np/(N − p) is the critical Sobolev exponent, q ∈ (p, p*), while V(·) and K(·) are non-negative continuous potentials that may decay to zero as |x| → ∞ but are free from any integrability or symmetry assumptions.
Research Priorities for U.K. Pediatric Critical Care in 2019: Healthcare Professionals’ and Parents’ Perspectives

Supplemental Digital Content is available in the text. OBJECTIVES: The Paediatric Intensive Care Society Study Group conducted a research prioritization exercise with the aim to identify and agree research priorities in Pediatric Critical Care in the United Kingdom both from a healthcare professional and parent/caregiver perspective. DESIGN: A modified three-round e-Delphi survey, followed by a survey of parents of the top 20 healthcare professional priorities. SETTING: U.K. PICUs. PATIENTS: U.K. PICU healthcare professionals who are members of the professional society and parents and family members of children, with experience of a U.K. PICU admission. INTERVENTIONS: None. MEASUREMENTS AND MAIN RESULTS: Forty-nine healthcare professional submitted topics in round 1, 98 participated in round 2, and 102 in round 3. These topics were categorized into eight broad domain areas, and within these, there were 73 specific topics in round 2. At round 3, 18 topics had a mean score less than 5.5 and were removed, leaving 55 topics for ranking in round 3. Ninety-five parents and family members completed the surveys from at least 17 U.K. PICUs. Both parents and healthcare professional prioritized research topics associated with the PICU workforce. Healthcare professional research priorities reflected issues that impacted on day-to-day management and practice. Parents’ prioritized research addressing acute situations such as infection identification of and sepsis management or research addressing long-term outcomes for children and parents after critical illness. Parents prioritized research into longer term outcomes more than healthcare professional. Parental responses showed clear support for the concept of research in PICU, but few novel research questions were proposed. CONCLUSIONS: This is the first research prioritization exercise within U.K. PICU setting to include parents’ and families’ perspectives and compare these with healthcare professional. Results will guide both funders and future researchers.
Dun Li Multi-Level Air Quality Classification in China Using Information Gain and Support Vector Machine

Abstract—Machine Learning and Data Mining are the two important tools for extracting useful information and knowledge from large datasets. In machine learning, classification is a wildly used technique to predict qualitative variables and is generally preferred over regression from an operational point of view. Due to the enormous increase in air pollution in various countries especially China, Air Quality Classification has become one of the most important topics in air quality research and modelling. This study aims at introducing a hybrid classification model based on information theory and Support Vector Machine (SVM) using the air quality data of four cities in China namely Beijing, Guangzhou, Shanghai and Tianjin from Jan 1, 2014 to April 30, 2016. China's Ministry of Environmental Protection has classified the daily air quality into 6 levels namely Serious Pollution, Severe Pollution, Moderate Pollution, Light Pollution, Good and Excellent based on their respective Air Quality Index (AQI) values. Using the information theory, information gain (IG) is calculated and feature selection is done for both categorical features and continuous numeric features. Then SVM Machine Learning algorithm is implemented on the selected features with cross-validation. The final evaluation reveals that the IG and SVM hybrid model performs better than SVM (alone), Artificial Neural Network (ANN) and K-Nearest Neighbours (KNN) models in terms of accuracy as well as complexity.
Acute Fluctuant Neurological Symptoms in Stable Chronic Cryptococcus gattii Cryptococcomas: A Novel Disease Complication.

BACKGROUND Cryptococcus, a yeast-like fungus, is the most common cause of fungal meningitis worldwide. The Cryptococcus gattii variety is concentrated in Australia has a greater propensity to infect immunocompetent hosts, cause meningitis and form crytococcomas. This case presents a novel disease complication, that is, acute neurological symptoms without seizures, disease progression or reactivation. CASE PRESENTATION A 58-year-old immunocompetent male was brought to the emergency department with dysarthria and right arm paraesthesias. Computed tomography of the brain brain and magnetic resonance imaging revealed no stroke but found several previously identified crytococcomas that demonstrated no interval change. Blood tests and lumbar puncture found only a low cryptococcal antigen complex titer (CRAG) (1:10) and a negative cell culture. He had remained compliant on his maintenance fluconazole therapy and had no immunocompromise or seizure activity. He was initially treated as a relapse of cryptococcal disease and restarted on induction therapy but after the cell culture returned negative and the symptoms resolved over the following days he was reverted back to maintenance therapy. DISCUSSION AND CONCLUSIONS Central nervous system cryptococcomas are difficult to treat, chronic infections, that in our patient had lasted over 10 years despite treatment compliance. A true cryptococcal meningitis relapse is indicated by positive cell cultures in previously sterile fluid but cryptococcoma progression is measured by serial magnetic resonance imaging or computed tomography scans. In the case of progression or relapse induction and consolidation therapy should be restarted. Our patient demonstrated neither relapse nor progression but presented with a novel disease complication of acute fluctuating neurology in chronic stable cryptococcomas.
Data on cerebral palsy in Vietnam will inform clinical practice and policy in low and middle-income countries

Abstract Purpose To document known risk factors, clinical severity, associated impairments and rehabilitation status of children presenting with cerebral palsy (CP) to the National Children’s Hospital (NCH) in Hanoi, Vietnam. Materials and methods Active prospective ascertainment of cases of CP presenting between June and November 2017 to the NCH using surveillance modelled on the Paediatric Active Enhanced Disease Surveillance system in Australia. Results Data were collected on 765 children with CP (mean age: 2 years 7 months (SD 2 y 6 mo). Mean age at diagnosis was 1 year 8 months (SD 1 y 9 mo). Children predominantly had spastic CP (95.2%, n = 729), most were quadriplegic (69.6%, n = 532) and 60.3% (n = 454) were Gross Motor Functional Classification System level III-V. Of the children 76.2% (n = 583) had one/more associated impairments. 36.3% (n = 276) had presumed perinatal asphyxia, 26.5% (n = 202) were preterm. Physiotherapy (94.3%, n = 663) was the most common form of intervention used. Only 2.6% (n = 12) of the children who would have benefitted from assistive devices had wheelchairs. Conclusion We established hospital-based surveillance of CP in Hanoi and confirmed a high burden and severity of CP with potentially preventable risk factors. These data will inform clinician training and health policy and identify need for evidence-based care and assistive devices. IMPLICATIONS FOR REHABILITATION We identified a high number of children with severe forms of cerebral palsy (CP) in Hanoi, Vietnam through hospital-based surveillance. There is an urgent need for clinician training and access to and use of evidence-based interventions including assistive technology. This study will inform local capacity building and health policy for improved diagnosis and care of children with CP in Vietnam and other low and middle-income countries.
Timescales of Planetesimal Differentiation in the Early Solar System

__________________________________________________________________ Chronological constraints on the formation times of a variety of meteoritic materials indicate that planetesimal differentiation occurred rapidly in the early solar system. Some planetesimals only experienced the earliest stage of the onset of melting and were subsequently arrested in that state. On some of these bodies, such incipient melting began within ~2 to 5 Myr of the formation of calcium-aluminum-rich inclusions (CAI), but possibly extended to ≥10 Myr on others. Extensive differentiation took place on yet other planetesimals to form silicate crust-mantle reservoirs and metallic cores. Crust formation began within ~4 Myr of CAI formation, and likely extended to at least ~10 Myr. Global mantle differentiation, which established the source reservoirs of the crustal materials, occurred contemporaneously for the angrites and eucrites, within ~3 to 4 Myr of CAI formation. Metal segregation on different planetesimals occurred within a narrow time interval of ≤5 Myr; in the specific case of the Howardite-Eucrite-Diogenite (HED) parent body, the process of core formation is estimated to have occurred ~0.6 Myr before global mantle differentiation. Following metal segregation, core crystallization is likely to have occurred over a time interval of 10 Myr or more.
Chapter 5 Aquaporin Biomimetic Membranes

Recent research looked at an array of aquaporin protein structures, their unique functions, and potential applications in the research and industrial sectors. This chapter focuses on the specific functional features of aquaporin biomimetic membranes to interrogate their permeability properties in relation to various biomimetic water-transporting membranes. This chapter discusses in detail functional characteristics of aquaporin, how to produce it, and the status of aquaporin development.
Pengungkapan Corporate Sosial Responsibility, Media Exposure dan Profitabilitas

This research examined the impact of corporate social responsibility (CSR) disclosure on firms’ profitability moderated by media exposure. The samples selected were 15 agricultural firms listed on Indonesian Stock Exchange for the period of 2016-2018. The data were analyzed using Moderated Regression Analysis (MRA). The result showed that CSR disclosure do not affect ROA, but media exposure had a direct effect to ROA. Based on the legitimacy theory, firms conduct CSR to align with societal values and norms. To earn legitimacy from the society, CSR needs to be communicated to channels that are easily accessed by the people, so the benefits of CSR can be realized into profits. Based on the research results, companies are expected to use their websites or social media more often to communicate their CSR activities. Keywords: Corporate Sosial Responsibility; Disclosure; Profitability; Media Exposure.
Chapter 2 . 2 A PROCEDURE FOR IN VITRO NODULATION STUDIES

Standardised in vitro conditions yielding successful, synchronised, reproducible cycles of symbiotic nitrogen fixation are essential experimental tools for investigating the different stages of the Rhizobium-legume interaction. A standard in vitro procedure can facilitate analysis of the kinetics of phenotype at the molecular level occurring after Rhizobium infection. This is essential when comparing, for instance, the expression pattern of nodulin or marker genes or the phenotypes of wild type and mutant lines. We present here a feasible, reliable procedure for in vitro nodulation studies of L japonicus. All the different steps of the symbiotic interaction have been analysed and different parameters of plant growth followed to demonstrate the reproducibility of the procedure.
Parallel Trust Region Policy Optimization with Multiple Actors

We show a method for parallelizing the Trust Region Policy Optimization algorithm, using multiple actors with their own environments to simultaneously collect experience. We trained the model on a variety of continuous control tasks and consistently demonstrate a speedup when compared to the benchmark of a single-threaded implementation. We also find that a majority of time spent in a TRPO iteration is in collecting experience, rather than computing gradients to the policy, so additional cores are best suited to parallelize the actors rather than the learners.
Radon Exposure—Therapeutic Effect and Cancer Risk

Largely unnoticed, all life on earth is constantly exposed to low levels of ionizing radiation. Radon, an imperceptible natural occurring radioactive noble gas, contributes as the largest single fraction to radiation exposure from natural sources. For that reason, radon represents a major issue for radiation protection. Nevertheless, radon is also applied for the therapy of inflammatory and degenerative diseases in galleries and spas to many thousand patients a year. In either case, chronic environmental exposure or therapy, the effect of radon on the organism exposed is still under investigation at all levels of interaction. This includes the physical stage of diffusion and energy deposition by radioactive decay of radon and its progeny and the biological stage of initiating and propagating a physiologic response or inducing cancer after chronic exposure. The purpose of this manuscript is to comprehensively review the current knowledge of radon and its progeny on physical background, associated cancer risk and potential therapeutic effects.
Critical success factors in ERP implementation

This study conducts state of the art literature review of critical success factors for enterprise resource planning systems implementation success. Since research on critical success factors for ERP implementation success is very rare and fragmented, this study provides a more comprehensive list of ten factors that companies that have adopted and struggle with the implementation, as well as companies who are in the process of considering implementation of ERP system can easily adopt and follow. The main contribution of this paper is that these ten new critical success factors are identiﬁ ed through a thorough analysis of 22 selected research papers and is more comprehensive and straightforwardly employable for use
Exploiting the Amazing Diversity of Natural Source-Derived Polysaccharides: Modern Procedures of Isolation, Engineering, and Optimization of Antiviral Activities

Naturally occurring polysaccharide sulfates are highly diverse, owning variations in the backbone structure, linkage pattern and stereochemistry, branching diversity, sulfate content and positions of sulfate group(s). These structural characteristics bring about diverse sulfated polymers with dissimilar negative charge densities and structure–activity relationships. Herein, we start with a short discussion of techniques needed for extraction, purification, chemical sulfation, and structural characterization of polysaccharides. Processes of isolation and sulfation of plant-derived polysaccharides are challenging and usually involve two steps. In this context, we describe an integrated extraction-sulfation procedure that produces polysaccharide sulfates from natural products in one step, thereby generating additional pharmacological activities. Finally, we provide examples of the spectrum of natural source-derived polysaccharides possessing specific features of bioactivity, in particular focusing on current aspects of antiviral drug development and drug–target interaction. Thus, the review presents a detailed view on chemically engineered polysaccharides, especially sulfated derivatives, and underlines their promising biomedical perspectives.
Selection of Boar Sperm by Reproductive Biofluids as Chemoattractants

Simple Summary Both in natural breeding and some assisted reproduction technologies, spermatozoa are deposited into the uterus. The journey the spermatozoa must take from the place of semen deposition to the fertilization site is long, hostile, and selective of the best spermatozoa. For the fertilization to succeed, spermatozoa are guided by chemical stimuli (chemoattractants) to the fertilization site, mainly secreted by the oocyte, cumulus cells, and other substances poured into the oviduct in the periovulatory period. This work studied some sources of chemotactic factors and their action on spermatozoa functionality in vitro, including the fertility. A special chemotactic chamber for spermatozoa selection was designed which consists of two wells communicated by a tube. The spermatozoa are deposited in well A, and the chemoattractants in well B. This study focuses on the use of follicular fluid (FF), periovulatory oviductal fluid (pOF), conditioned medium from the in vitro maturation of oocytes (CM), and progesterone (P4) as chemoattractants to sperm. The chemotactic potential of these substances is also investigated as related to their action on CatSper which is a calcium channel in the spermatozoa known to be sensitive to chemoattractants and essential for motility. Abstract Chemotaxis is a spermatozoa guidance mechanism demonstrated in vitro in several mammalian species including porcine. This work focused on follicular fluid (FF), periovulatory oviductal fluid (pOF), the medium surrounding oocytes during in vitro maturation (conditioned medium; CM), progesterone (P4), and the combination of those biofluids (Σ) as chemotactic agents and modulators of spermatozoa fertility in vitro. A chemotaxis chamber was designed consisting of two independent wells, A and B, connected by a tube. The spermatozoa are deposited in well A, and the chemoattractants in well B. The concentrations of biofluids that attracted a higher proportion of spermatozoa to well B were 0.25% FF, 0.25% OF, 0.06% CM, 10 pM P4 and 0.25% of a combination of biofluids (Σ2), which attracted between 3.3 and 12.3% of spermatozoa (p < 0.05). The motility of spermatozoa recovered in well B was determined and the chemotactic potential when the sperm calcium channel CatSper was inhibited, which significantly reduced the % of spermatozoa attracted (p < 0.05). Regarding the in vitro fertility, the spermatozoa attracted by FF produced higher rates of penetration of oocytes and development of expanded blastocysts. In conclusion, porcine reproductive biofluids show an in vitro chemotactic effect on spermatozoa and modulate their fertilizing potential.
DFKI Workshop on Taxonomie Reasoning Saarbrücken , February 26 , 1992 Proeeedings Doeument D-92-08

The system described in this paper is used in the WIP project of DFKI as a tool to represent the domain knowledge. The current prototype of WIP generates multimodal explanations and instructions for assembling, using, maintaining or repairing physical devices . We describe an approach to extend a terminological formalism to cope with some temporal/causal relationships arising when reasoning about actions and plans.
Manufacturing and Characterization of Hybrid Bulk Voxelated Biomaterials Printed by Digital Anatomy 3D Printing

The advent of 3D digital printers has led to the evolution of realistic anatomical organ shaped structures that are being currently used as experimental models for rehearsing and preparing complex surgical procedures by clinicians. However, the actual material properties are still far from being ideal, which necessitates the need to develop new materials and processing techniques for the next generation of 3D printers optimized for clinical applications. Recently, the voxelated soft matter technique has been introduced to provide a much broader range of materials and a profile much more like the actual organ that can be designed and fabricated voxel by voxel with high precision. For the practical applications of 3D voxelated materials, it is crucial to develop the novel high precision material manufacturing and characterization technique to control the mechanical properties that can be difficult using the conventional methods due to the complexity and the size of the combination of materials. Here we propose the non-destructive ultrasound effective density and bulk modulus imaging to evaluate 3D voxelated materials printed by J750 Digital Anatomy 3D Printer of Stratasys. Our method provides the design map of voxelated materials and substantially broadens the applications of 3D digital printing in the clinical research area.