SIRIS-Lab/unlabelled-sti-corpus huggingface dataset:
Your digital source for medication awareness : “your health is a choice, choose to know”

Pharmawizard (PW) - www.pharmawizard.com - was conceived as a mobile reference guide for the informed use of medications, helping citizens to increase their knowledge about healthcare and to save money and time when purchasing drugs and in general any medication sold in a pharmacy. 

Pharmawizardis an innovative mobile service in the Healthcare and Pharmaceutical sector which supports:
•	Citizens in the “intelligent” search, comparison, purchase and ”smart” management of medicines;
•	Players in the healthcare market (pharmacies, physicians, hospitals, public health services, distributors and pharmaceutical producers) to better understand their patients and better promote their products.

The project aim is to help the interaction of citizens and healthcare businesses with public administrations services, information and open data, through mobile technologies introducing at the best time, given the emerging new dynamics of change and opportunities, a unique and innovative mobile solution with a considerable novelty in the Health and Pharma ecosystem.

The project’s focus is on the fostering and facilitating interactions between citizens and healthcare companies with government-operated healthcare systems (specifically services and official data and open data related to drugs, pharmacies, biomedicals and any consumer health product). 

Pharmawizard provides official (public) data and open data in cooperation with the Ministries, National and European medicine Agencies,  in a simple and flexible way, for free, and its business model is in creating value-added services, using data for citizens and, consequently, for companies in the healthcare industry. 

PW vision is that data must be provided to everyone for free (open data, data normalization, etc.); and we strongly believe that a successful initiative in the digital world is the one who will be able to build a set of value added services upon these data.
Corporate Social and Environmental Responsibility through Public Policy

Corporate Social Responsibility (CSR) is defined as "a concept whereby companies integrate social and environmental concerns in their business operations and in their interaction with their stakeholders on a voluntary basis."
In recent years, public entities have recognised CSR’s potential as organisational innovation to improve social conditions and promote regional development and competitiveness. However, positive socio-economic impacts are limited by lack of coordination. While CSR should incorporate both social and environmental elements, public policy is often divided into disconnected segments.
COGITA groups 13 partners (PP) to improve public policy promoting CSR solutions, which combine social and environmental responsibility. Within this integrated concept, COGITA considers 5 sub-themes: raising CSR awareness and capacity; CSR in public procurement; CSR criteria in public funding; inter-firm collaboration / local supply chains; communication / branding.
All PP have CSR
experience, though activities and levels of intensity vary. COGITA provides an opportunity to share these experiences, to identify and implement tools that public authorities, intermediaries and other public stakeholders can adapt and adopt in order to promote an integrated CSR approach in their territory.
Within the context of promoting competitiveness through responsible behaviour, COGITA’s overall objective is to improve public policy to support uptake of an integrated concept of CSR in SMEs, with a view to promoting responsible and sustainable regional development and growth.
The specific sub-objectives are to:
• facilitate exchange among EU regions on good practices related to public policy for integrated CSR approaches in SMEs;
• promote an integrated concept of CSR among public authorities and regional stakeholders, with a view to improving related policies and tools;
• foster participative policy design and pave the way for effective policy implementation;
• design and test the
implementation of an integrated CSR concept into public policy and instruments;
• foster EU networking of public and private entities committed to promoting CSR.
Project activities are divided into 4 components, each with an allocated leader. Management and Coordination (PP1) and Communication (PP8) support implementation of technical activities divided into exchange of experience (PP2) and feasibility checks on implementation of integrated CSR initiatives (PP3).
COGITA improves 13 public policies and increases capacity of 39 partner staff members and 52 stakeholders, in addition to defining a model for integrated CSR policy. In the long term, COGITA increases effectiveness of regional policies on responsible economic development and organisation innovation, thus sustaining regional competitiveness. A multiplier effect is ensured through intense, targeted communication activities to other entities interested in promoting this form of responsible, innovative development.
Coseismic and postseismic slip models of the 2011 Van earthquake, Turkey, from InSAR, offset-tracking, MAI, and GPS observations

Abstract We derived the coseismic and postseismic slip models of the 2011 Van earthquake from multi-source geodetic datasets, including interferometric synthetic aperture radar (InSAR), multi-aperture InSAR (MAI), offset-tracking, and GPS measurements. The constrained least squares algorithm and Laplacian smoothing were used to estimate and regularize the slip distribution. The coseismic slip model suggested two nearly W–E striking segment faults breaking during the Van event. Two main slip concentrations were found to to be located at depths ranging from 7 km to 20 km. The estimated moment reached 6.08 × 1019 Nm (equal to an Mw 7.19 event). A stress change analysis showed that the main shock imposed an up to ∼5 bars stress load on the causative fault of the 9 November aftershock, implying a triggering mechanism between the two events. The postseismic slips of the Van earthquake were dominated by shallow left-lateral and deep thrust components. The slips distributed in most of the unruptured area of the fault plane. The accumulated postseismic moment reached 2.04 × 1019 Nm, which was about 34% of the main shock moment. We conclude that the future seismic hazard will be relatively low in this area.
Study on Acceleration of Three-Dimensional Method of Characteristics by GPU

The three-dimensional method of characteristics(MOC) can solve neutron transport equation for arbitrary geometry accurately.However,the MOC has some drawbacks: the convergence speed is slow and very time consuming.As a result,the research of acceleration of MOC is carried out.Compared with the CPU computing,the GPU computing,which is one of the most promising high performance computing,can achieve higher computing speed but with lower cost.And the development of general computing on GPU can be simplified with CUDA.To reduce the computing time and increase the computing efficiency,the study of three-dimensional MOC is performed and applied to the three-dimensional MOC code TCM.The computing results confirm the excellent acceleration of the code running on GPU.
Transformations of latin astronomy, 1000-1250

The research aim of this Fellowship is to advance scholarly and public understanding of Europe’s role in the history of pre-modern science and the precise nature of its intellectual debts to the Islamic world. It will do so thorough investigating the development of medieval European astronomy in the watershed period from 1000 to 1250 based on an analysis of unpublished or neglected sources. The two interlocking themes of this investigation will be (i) the role of observation in medieval astronomy and (ii) the ways in which Latin astronomers assimilated new knowledge from Islamic sources as well as their motivations for doing so. In order to address these questions, the Researcher, Philipp Nothaft, will be based at the History Department of Trinity College Dublin, where he will work under the supervision of Dr. Immo Warntjes, an expert in medieval scientific manuscripts. The duration of the fellowship is 24 months, during which time the Researcher will acquire transferable skills in the areas of Digital Humanities, manuscript research, and research project management. He will also be able to gain experience in academic teaching and receive further training through programmes provided by TCD’s Centre for Academic Practice & eLearning (CAPSL) and Research Development Office. Together, these measures will fundamentally improve his career prospects and employability. The fellowship will be critical in enabling the Researcher to acquire the research and professional expertise necessary to attain his career goal of becoming an international leader in research on the history of science in pre-modern Europe.
Development of novel formulations for improved molybdenum fertilization

The use of mineral fertilizers in crop production systems is strongly contributing to the competiveness of the agricultural sector as a whole, yet the importance of essential micronutrients, such as molybdenum, is often overlooked. Molybdenum (Mo) is of key importance for plant growth as an essential component of the cofactor for enzymes in the N-metabolism. Mo deficiency in plants is often associated with N deficiency, and can thus have far-reaching consequences in agricultural systems. To overcome Mo deficiency, fertilizer Mo needs to be applied, which typically contain highly water-soluble forms of Mo, e.g. Na2MoO4. In acid Fe/Al-oxide rich soils, the fast release of Mo from soluble forms causes Mo to be quickly sorbed; in sandy soils fast Mo release results in high losses of Mo through leaching. In this project, the use of slow-release fertilizer (SRF) Mo compounds instead of water-soluble Mo compounds will be explored to better match nutrient release with plant demand and reduce Mo fixation and leaching. SRF formulations will be synthesized using different approaches (LDH and mechanochemical synthesis). Feedback between Mo desorption/solubility experiments and material synthesis will optimize the new SRF compounds. The new Mo fertilizer forms will be embedded in different macronutrient carriers, after which batch and column experiment will be performed to characterize the Mo release in an aqueous and a soil system to compare the release with that of soluble Mo fertilizers. Finally, a pot trial will be performed to assess Mo use efficiency and leachability of a new Mo SRF in comparison with soluble Mo fertilizers. Next to this research objective, the applicant will improve his research skills by receiving training in mechano-chemical synthesis, fertilize shaping and fertilizer testing (University of Adelaide), and in modelling and LA-ICP-MS (KU Leuven). The applicant will also gain experience in teaching, project management, dissimilation and communication.
Postdoctoral programme in bioengineering excellence scientific training

The Institute of Bioengineering of Catalonia (IBEC) is a leading-edge multidisciplinary research centre based in Barcelona that conducts excellent interdisciplinary research at the frontiers of engineering and life sciences in order to generate new knowledge that helps to enhance quality of life, improve health and create wealth. It is currently located in Barcelona Science Park, has facilities covering 2,500 sq. m., 18 research groups and a team of researchers and support services made up of 250 people from more than 20 different countries. The Barcelona Science Park offers a highly stimulating biomedical environment where IBEC can work in close cooperation with both public and private organisations.
IBEC is one of the 20 research institutions labelled as a Severo Ochoa Research Centre, which recognizes excellence at the highest international level in terms of research, training, human resources, outreach and technology transfer. Since 2015, IBEC is awarded with the ‘Human Resources Excellence in Research’.
IBEC has decided to launch the Programme in Bioengineering Excellence Scientific Training (BEST). The programme aims to attracting international experienced researchers in the areas of Nanomedicine, Cell Engineering and ICT for Health, the three research Flagships at IBEC. 
BEST Postdoctoral Programme will provide exceptional training opportunities for up to 24 (in 2 calls of 12 positions per call) high-potential fellows, with a 2-year contract at IBEC and funded interdisciplinary and intersectoral placements at world-class research centres, hospitals and companies within IBECs global network of collaborating institutions, which so far includes 16 academic institutions, 5 hospitals and 11 companies from 4 different continents. 
BEST represents a unique opportunity to widen career perspectives of BEST fellows and create a talented workforce in biomedical engineering, an exciting multidisciplinary field that is called to transform healthcare in the XXI Century.
Detection of latent fingerprints using high-resolution 3D confocal microscopy in non-planar acquisition scenarios

In digitized forensics the support of investigators in any manner is one of the main goals. Using conservative lifting methods, the detection of traces is done manually. For non-destructive contactless methods, the necessity for detecting traces is obvious for further biometric analysis. High resolutional 3D confocal laser scanning microscopy (CLSM) grants the possibility for a detection by segmentation approach with improved detection results. Optimal scan results with CLSM are achieved on surfaces orthogonal to the sensor, which is not always possible due to environmental circumstances or the surface's shape. This introduces additional noise, outliers and a lack of contrast, making a detection of traces even harder. Prior work showed the possibility of determining angle-independent classification models for the detection of latent fingerprints (LFP). Enhancing this approach, we introduce a larger feature space containing a variety of statistical-, roughness-, color-, edge-directivity-, histogram-, Gabor-, gradient- and Tamura features based on raw data and gray-level co-occurrence matrices (GLCM) using high resolutional data. Our test set consists of eight different surfaces for the detection of LFP in four different acquisition angles with a total of 1920 single scans. For each surface and angles in steps of 10, we capture samples from five donors to introduce variance by a variety of sweat compositions and application influences such as pressure or differences in ridge thickness. By analyzing the present test set with our approach, we intend to determine angle- and substrate-dependent classification models to determine optimal surface specific acquisition setups and also classification models for a general detection purpose for both, angles and substrates. The results on overall models with classification rates up to 75.15% (kappa 0.50) already show a positive tendency regarding the usability of the proposed methods for LFP detection on varying surfaces in non-planar scenarios.
Arcipelago Mediterraneo

The project involves the 3 main islands of the OP (Sardinia, Corsica, Elba), their capitals, their ports and urban structures associated with them (port quarters and fortifications), as well as cultural and environmental resources of the hinterland. Ports of an Island (along with the airports) are the only ports access to the Island. By equipping the ports of reception centers and tourist centers equipped as multimedia services, will aim at providing users with a comprehensive and integrated view of existing environmental and cultural resources and tourist services available. Commitment to the project will be promoted to other port cities in order to create sub-networks of all major gateways to the islands large and small. On the other hand, the title of the project expressed the ambition to spread and make the results replicable throughout the Mediterranean.

The idea of a great "Mediterranean islands" seems a good starting point to create a brand theme, a club dedicated product and new tourism products inspired by the history and peculiarities of Mediterranean islands. The main actions envisaged by the project refer to 5 specific objectives: (1) extend the partnership network by creating sub-networks at the island port and promoting the project in the Mediterranean, (2) designing and implementing a model of a prototype <port> demonstration purposes, (3) enhance the ports, port districts historians, the ancient fortifications and maritime traditions of the partner cities, through shared strategies and policies of intervention, (4) cultural heritage of the 3 islands, especially the intangible very little known, and instead of fundamental importance for the more advanced segments of tourism demand, (5) design and promote innovative tourism products, related to the sea, the history of navigation, port facilities and the relationship to the sea / land through cultural tourism itineraries specifically studied
Brief Analysis of Construction and Improvement of Low-rent Housing Dynamic Management Mechanism in China

In recent years,as affordable housing construction is under way and put into use,the housing security in our country is about to step into the key stage in which focus will be put on both construction and management among which management is becoming increasingly important since the management level will directly affect whether the affordable housing can realize its social welfare.Low-rent housing is an important part of the housing security system and its dynamic management is an important way to make full use of housing security resources.Therefore,it is highly necessary to strengthen the construction and improvement of low-rent housing dynamic management.Based on the situation of low-rent housing in our country,this paper clarified the significance and importance of low-rent housing dynamic management from the perspective of scientific development and sustainable managementand analyzed its formation and obstacle factors,and finally this paper gave the preliminary conception of the elements for constructing low-rent housing dynamic management mechanism in our country.
Evaluation of dietary behavior and nutritional status of elementary school students in Jeju using nutrition quotient

Purpose: The aim of this study was to evaluate the food behavior and nutritional status of elementary school students in the Jeju area using Nutrition Quotient (NQ). Methods: The subjects were 440 students (235 boys and 205 girls) in the fifth and sixth grade at four elementary schools located in Jeju. Demographic, lifestyle, and environmental information was collected using a self-reported questionnaire. The food behavior checklist for childrens Nutrition Quotient (NQ), consisting of 19 items, and nutrition education related information were also obtained. Results: The mean score of the childrens NQ was poor, reaching 60.3 points. The percentage distribution of NQ grade was 19.8% (lowest), 18.6% (low), 45.0% (medium), 10.7% (high), and 5.9% (highest) and the factor scores for balance, diversity, abstinence, regularity, and practice were 56.6, 68.4, 71.3, 57.4, and 54.8 points, respectively. Compared with the NQ cut-off points for defining malnutrition (balance; 57, diversity; 87, abstinence; 66, regularity; 69, and practice; 67 point), average score of abstinence factor was only above the cut-off point and scores of the other factors were below the cut-off point. Subjects with higher NQ scores tended to have higher levels of exercise activity (p < 0.001), frequency of family meals (p < 0.01), and fathers educational levels (p < 0.01) compared to those with lower NQ score. NQ score showed positive association with nutrition education experience and practice (p < 0.001). Conclusion: NQ score of elementary school students residing in Jeju was lower than the national average. More opportunities should be provided for participation in nutrition education, which incorporates a range of program strategies, as well as communication and education activities.
Sistema nacional de ciencia tecnología e innovación del Paraguay: caracterización, avances y desarrollo

Paraguay al igual que los países de Latinoamérica está enfrentando grandes desafíos sociales, ambientales y económicos, estos grandes problemas requieren de enfoques innovadores para su abordaje en la búsqueda de soluciones. Innovar es el llamado clave de nuestro tiempo, sin embargo, la innovación se desarrolla en un marco general sistémico y de múltiples actores a lo que denominamos: “Sistema Nacional de Ciencia, Tecnología e Innovación (SNCTI)”. El presente estudio caracteriza y analiza el desarrollo del SNCTI en Paraguay, identificando limitaciones y fortalezas del Sistema, para su posterior atención y que el mismo genere con mayor celeridad los procesos de Investigación, Desarrollo e Innovación (I+D+I) en la búsqueda de soluciones eficaces y eficientes a las demandas de la sociedad. El objetivo global consiste en la caracterización del SNCTI desde diferentes aspectos: legal, político, institucional y organizacional, y los efectos en las políticas. Específicamente, se presenta el estado actual de los avances al año 2021 logrados en la implementación de acciones en referencia a las metas establecidas para el año 2030 en la Política de Ciencia, Tecnología e Innovación, analizando fortalezas y limitaciones. Finalmente se sintetizan las perspectivas de desarrollo y consolidación del SNCTI.
Renal Interstitial Fibrosis: An Imperfect Predictor of Kidney Disease Progression in Some Patient Cohorts

&lt;b&gt;&lt;i&gt;Background:&lt;/i&gt;&lt;/b&gt; The extent of interstitial fibrosis on kidney biopsy is regarded as a prognostic indicator and guide to treatment. Patients with extensive fibrosis are assigned to supportive treatments with the expectation that they have advanced beyond the point at which immunosuppressive or other disease-modifying therapies would be of benefit. Our study highlights some of the limitations of using interstitial fibrosis to predict who will develop end-stage renal disease (ESRD). &lt;b&gt;&lt;i&gt;Methods:&lt;/i&gt;&lt;/b&gt; Analysis of 434 consecutive renal biopsies performed between 2001 and 2012 at a single center. We assessed the influence of various clinical factors along with fibrosis as predictors of ESRD and dialysis-free survival in various patient groups. &lt;b&gt;&lt;i&gt;Results:&lt;/i&gt;&lt;/b&gt; Interstitial fibrosis performed well overall as a predictor of progression to dialysis. On average, patients with &gt;50% fibrosis progressed more rapidly than those with either 25-49 or 0-24% fibrosis with a median time to dialysis of 1.2, 6.5 and &gt;10 years, respectively. In contrast, interstitial fibrosis was of less value as a predictor of disease progression in a subset of cases that included patients over the age of 70 and those with diabetic nephropathy on biopsy. Surprisingly, 13.9% of patients with normal renal function had 25-49% fibrosis and 5% had more than 50% fibrosis on biopsy, and 5 years after undergoing biopsy 21% of patients with &gt;50% fibrosis still remained dialysis free. &lt;b&gt;&lt;i&gt;Conclusion:&lt;/i&gt;&lt;/b&gt; Renal fibrosis is an imperfect prognostic indicator for the development of ESRD and caution should be exercised in applying it too rigidly, especially in elderly or diabetic patients.