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Testing the utility of GPT for title and abstract screening in environmental systematic evidence synthesis

In this paper we show that OpenAI’s Large Language Model (LLM) GPT perform remarkably well when used for title and abstract eligibility screening of scientific articles and within a (systematic) literature review workflow. We evaluated GPT on screening data from a systematic review study on electric vehicle charging infrastructure demand with almost 12,000 records using the same eligibility criter

A Method for Assessing Resilience of Socio-Technical IT-Systems

Modern society is increasingly dependent on IT-systems. Due to this dependence it is importantthat IT-networks are designed to be resilient, meaning that they will either maintain or quickly recover theirfunctionality when exposed to strain. Simulation-based methods that consider supply network topology as wellas system responsible for repairing supply network have previously been used and found t

Dynamic changes in the Streptococcus pneumoniae transcriptome during transition from biofilm formation to invasive disease upon influenza A virus infection

Streptococcus pneumoniae is a leading cause of infectious disease globally. Nasopharyngeal colonization occurs in biofilms and precedes infection. Prior studies have indicated that biofilm-derived pneumococci are avirulent. However, influenza A virus (IAV) infection releases virulent pneumococci from biofilms in vitro and in vivo. Triggers of dispersal include IAV-induced changes in the nasopharyn

Polarisation Development at the European Spallation Source

To meet the ever-increasing user demand, eleven of the fifteen European Spallation Source (ESS) instruments under construction aim to offer polarised neutrons for user experiments. They include an imaging instrument, a SANS instruments, two reflectometers, three diffractometers, and four spectrometers. In conjunction with in-kind contributions and instrumentation grants, the ESS Polarisation Proje

Human Rights from an Islamic Perspective : A Critical Review of Arabic Peer-Reviewed Articles

The relationship between human rights and Islam is important in countries of the Arab world where religion plays a significant role in public debates and daily life. The topic is particularly relevant at a time of sharpening conflicts and polarization, when forms of government in the region, the current world order, and the legitimacy of international organizations are increasingly contested. Much

Novel thermostable GH5_34 arabinoxylanase with an atypical CBM6, displays activity on oat fibre xylan for prebiotic production

Carbohydrate active enzymes are valuable tools in cereal processing to valorise underutilized side streams. By solubilizing hemicellulose and modifying the fibre structure, novel food products with increased nutritional value can be created. In this study, a novel GH5_34 subfamily arabinoxylanase from Herbinix hemicellulosilytica, HhXyn5A, was identified, produced and extensively characterized

Modelling metastatic colonization of cholangiocarcinoma organoids in decellularized lung and lymph nodes

Cholangiocarcinoma (CCA) is a type of liver cancer with an aggressive phenotype and dismal outcome in patients. The metastasis of CCA cancer cells to distant organs, commonly lung and lymph nodes, drastically reduces overall survival. However, mechanistic insight how CCA invades these metastatic sites is still lacking. This is partly because currently available models fail to mimic the complexity

Ensilicated tetanus antigen retains immunogenicity : in vivo study and time-resolved SAXS characterization

Our recently developed ensilication approach can physically stabilize proteins in silica without use of a pre-formed particle matrix. Stabilisation is done by tailor fitting individual proteins with a silica coat using a modified sol-gel process. Biopharmaceuticals, e.g. liquid-formulated vaccines with adjuvants, frequently have poor thermal stability; heating and/or freezing impairs their potency

Gardens’ contribution to people and urban green space

Cities are experiencing numerous challenges, adversely affecting human health and wellbeing. Urban green space provides ecosystem services that are important to meet urban challenges. One type of urban green space is private gardens (yards) that make up an essential part of many urban areas. Gardens can support urban biodiversity and provide cultural ecosystem services (CES) to its owner. However,

Towards improved precision and a new classification of diabetes mellitus

Type 2 diabetes (T2D) is one of the fastest increasing diseases worldwide. Although it is defined by a single metabolite, glucose, it is increasingly recognized as a highly heterogeneous disease with varying clinical manifestations. Identification of different subtypes at an early stage of disease when complications might still be prevented could hopefully allow for more personalized medicine. An

Urban land use and land cover classification with interpretable machine learning – A case study using Sentinel-2 and auxiliary data

The European commission launch of the twin Sentinel-2 satellites provides new opportunities for land use and land cover (LULC) classification because of the readily availability of their data and their enhanced spatial, temporal and spectral resolutions. The rapid development of machine learning over the past decade led to data-driven models being at the forefront of high accuracy predictions of t

Mercury–Selenium Accumulation Patterns in Muscle Tissue of Two Freshwater Fish Species, Eurasian Perch (Perca fluviatilis) and Vendace (Coregonus albula)

Mercury (Hg) in the form of highly toxic methyl mercury (MeHg) accumulates in aquatic food webs to an extent where it may threaten fish health in many freshwaters. Selenium (Se) mitigates the toxicity of accumulated Hg by forming strong bonds with it, a drawback being diversion of Se from biosynthetic pathways of essential selenoenzymes. We measured Se and Hg in muscle tissue of Eurasian perch (Pe

Validation of cause of death classification after heart transplantation and cause-specific life expectancy compared to the general population

Background: Post heart-transplant survival has increased, but information is lacking on specific causes of death and life expectancy. We aimed to assess cause-specific loss of life-years compared to the general population, evaluate classification for cause of death after heart transplantation, and assess validity of cause of death data from the International Society of Heart and Lung Transplant (I

Current advances in digital cognitive assessment for preclinical Alzheimer's disease

There is a pressing need to capture and track subtle cognitive change at the preclinical stage of Alzheimer's disease (AD) rapidly, cost-effectively, and with high sensitivity. Concurrently, the landscape of digital cognitive assessment is rapidly evolving as technology advances, older adult tech-adoption increases, and external events (i.e., COVID-19) necessitate remote digital assessment. Here,

Vindicating Vengeance and Violence? : Exegetical Approaches to Imprecatory Psalms and their Relevance for Liturgy

Doktorsavhandling i Gamla testamentets exegetik. I avhandlingen kartläggs vilka tolkningsstrategier som är tongivande i modern kommentarlitteratur av Psaltarens s.k. 'förbannelsepsalmer,' dvs. bibeltexter som vanligen utelämnas i modernt gudstjänstliv av innehållsliga skäl då de uttrycker den bedjandes önskan om hämnd och/eller våld gentemot fiender. En översikt av den exegetiska diskursen, så somDue to their calls for vengeance and violence the so called imprecatory psalms are generally considered ethically difficult and subsequently omitted from liturgy. This becomes particularly evident in breviaries, such as the Roman Catholic Church’s Liturgy of the Hours, where both entire psalms and individual verses have been omitted. The widespread omission of lament psalms (including imprecatory

Learnings for Future

In the present time, the rate of environmental degradation requires us to use all available means to avoid further damage and restore the environment to the best of our possibilities. Education is an important channel to promote environmentalism and sustainability, and to promote pro-environmental individual decisions, especially regarding consumption and purchasing patterns. The case study analys

“Jag antar att det handlar om att guida som en coach, leda som en ordförande och vara experten när det behövs”: En studie om handledning av låtskrivningsprocesser

När vi läser den aktuella kursplanen för musik i grundskolan och gymnasiet och tittar på utbildningsutbudet inom folkhögskola och eftergymnasiala musikutbildningar i Sverige kan vi se ett ökat intresse för musikskapande från utbildningsväsendet. Med utgångspunkt i Bennetts (2012b) resonemang från artikeln You can’t teach songwriting…! där han skriver: “if songwriting can’t be taught, it can certai