CODE-ACCORD: A Corpus of building regulatory data for rule generation towards automatic compliance checking.

Automatic Compliance Checking (ACC) within the Architecture, Engineering, and Construction (AEC) sector necessitates automating the interpretation of building regulations to achieve its full potential. Converting textual rules into machine-readable formats is challenging due to the complexities of natural language and the scarcity of resources for advanced Machine Learning (ML). Addressing these challenges, we introduce CODE-ACCORD, a dataset of 862 sentences from the building regulations of England and Finland.

The representation of stimulus features during stable fixation and active vision.

Predictive updating of an object's spatial coordinates from pre-saccade to post-saccade contributes to stable visual perception. Whether object features are predictively remapped remains contested. We set out to characterise the spatiotemporal dynamics of feature processing during stable fixation and active vision.

How do GPs' new ways of working affect community nurses? A qualitative study.

Background A growing literature examines the way two changes in primary care - the shift towards remote working, and the diversification of practice teams to incorporate, for instance, physician associates and paramedics - affect patient care within the practice. However, little is known about these changes' effects on community nurses. Aim To explore community nurses' experiences of delivering palliative care in the context of GPs' new ways of working.

Qualitative evaluation of the Rehabilitation Exercise and psycholoGical support After COVID-19 InfectioN (REGAIN) randomised controlled trial (RCT): 'you are not alone'.

Background: This qualitative evaluation was embedded in the Rehabilitation Exercise and psycholoGical support After COVID-19 InfectioN (REGAIN) study, a randomised controlled trial (RCT) for those with post-COVID-19 condition ('long COVID') after hospital admission for COVID-19, comparing weekly home-based, live online supervised group exercise and psychological support sessions with 'best practice usual care' (a single session of advice).

Objective: To increase our understanding of how and why the REGAIN programme might have worked and what helped or hindered this intervention.

Design: A qualitative evaluation which utilised interviews with participants and practitioners delivering the intervention.

Developing a set of key principles for care planning within older adult care homes: study protocol for a modified Delphi survey.

Background: Older adult care homes in England are required to develop care plans on behalf of each of their residents and to make these documents available to those who provide care. However, there is a lack of formal agreement around the key principles that should inform the development of care plans in care homes for older adults. Using a modified Delphi survey, we intend to generate consensus on a set of key principles that should inform the care planning process.

Acceptability and feasibility of shared medical appointments to support self-management of anxiety and depression in primary care in England: a qualitative study of service user/patient perspectives.

Objective: Shared medical appointments (SMAs) are an innovative care delivery method that provides delivery of clinical care while also supporting self-management. Their usefulness for mental health conditions has only briefly been explored, though early evidence demonstrates their utility for supporting mental health management. Therefore, this study set out to better understand the views that adults with anxiety and depression have towards SMAs as a way of receiving care to support self-management in primary care.

Assessing the feasibility of measuring residents' quality of life in English care homes and the construct validity and internal consistency of measures completed by staff proxy: a cross-sectional study.

Objectives: To assess the feasibility of capturing older care home residents' quality of life (QoL) in digital social care records and the construct validity (hypothesis testing) and internal consistency (Cronbach's alpha) of four QoL measures.

Design: Cross-sectional data collected in wave 1 of the DACHA (eveloping resources nd minimum dataset for are omes' doption) study, a mixed-methods pilot of a prototype minimum dataset (MDS).

Setting: Care homes (with or without nursing) registered to provide care for older adults (>65 years) and/or those living with dementia.

Differential attainment at national selection for higher surgical training: a retrospective cohort study.

Objectives: National selection for higher surgical specialty training (HST) in the UK is a high-stakes gatekeeping assessment. If barriers, such as differential attainment, exist at HST selection for some groups and not others, then this will have a significant and lasting impact on trainees' career progression and the diversity of the workforce, which should reflect the population it provides care for. The objective of this study was to characterise the relationship between candidate sociodemographic factors and performance at National Selection for HST in the UK.

Improving the diagnostic accuracy of referrals for papilloedema (DIPP) study: protocol for a mixed-methods study.

Introduction: Papilloedema can be the first sign of life-threatening disease, for example, brain tumours. Due to the potential seriousness of this clinical sign, the detection of papilloedema would normally prompt urgent hospital referral for further investigation. The problem is that many benign structural variations of optic nerve anatomy can be mistaken for papilloedema, so-called pseudopapilloedema.

Barriers and enablers encountered by bereaved informal motor neuron disease (MND) caregivers when trying to access bereavement support: a qualitative cross-sectional thematic analysis of semistructured interviews with 6-36 months postbereavement informal MND caregivers in the UK.

Background: Caregivers of people with motor neuron disease (MND) face more negative consequences of caregiving than other terminal illnesses. The impact of this caregiver burden can negatively influence bereavement outcomes.

Objectives: This study aims to explore the support needs of caregivers of people with MND, the types of bereavement services they use, or the reasons for not using bereavement services, and understanding the opportunities and barriers to accessing bereavement services.

TPepRet: a deep learning model for characterizing T cell receptors-antigen binding patterns.

Motivation: T-cell receptors (TCRs) elicit and mediate the adaptive immune response by recognizing antigenic peptides, a process pivotal for cancer immunotherapy, vaccine design, and autoimmune disease management. Understanding the intricate binding patterns between TCRs and peptides is critical for advancing these clinical applications. While several computational tools have been developed, they neglect the directional semantics inherent in sequence data, which are essential for accurately characterizing TCR-peptide interactions.

The Neuroendocrine Regulation of Reproductive Behavior and Emotional Control by Kisspeptin.

Reproductive success and ultimately species survival at a population level is contingent on a plethora of neuroendocrine signals working in concert to regulate gonadal function and reproductive behavior. Among these, the neuropeptide kisspeptin (encoded by the KISS1/Kiss1 gene) has emerged as the master regulator of the hypothalamic-pituitary-gonadal axis. Besides the hypothalamus, both kisspeptin and its cognate receptor are extensively expressed throughout cortico-limbic brain structures in rodents and humans, which are regions traditionally implicated in behavioral and emotional responses.

The developmental and genetic basis of male genitalia evolution in Drosophilids.

Reproductive organs are among the most variable and rapidly evolving structures in the animal kingdom, probably due to sexual selection. In insects, the diverse morphology of male genitalia is often one of the few visible characteristics that can reliably distinguish closely related species, making it crucial for taxonomic classification. Consistent with this, males of the model organism Drosophila melanogaster and its closely related species display remarkable variations in genital morphology.

Anaphylaxis definition, overview, and clinical support tool: 2024 consensus report.

Background: The 2006 National Institute of Allergy and Infectious Disease/Food Allergy and Anaphylaxis Network (NIAID/FAAN) anaphylaxis criteria are widely used in clinical care and research. In 2020, the World Allergy Organization (WAO) published modified criteria that have not been uniformly adopted. Different criteria contribute to inconsistent care and research outcomes.

TOS UK (Thoracic Outlet Syndrome, United Kingdom): A Retrospective Review of Practice.

Objective: Thoracic outlet syndrome (TOS) is caused by compression of the neurovascular bundle at the thoracic outlet which often poses a diagnostic challenge. Patient management is often based on surgeon choice and experience. This study aims to describe practices relating to the diagnosis and management of TOS in the UK over a 1-year period.

Agreement between Color, Fluorescein Angiography, and SD-OCT in the Detection of Macular Fibrosis in Neovascular AMD.

Purpose: Color imaging is the accepted reference standard for detection of macular fibrosis in neovascular age-macular degeneration. Other imaging modalities of fluorescein angiography (FA) and spectral domain optical coherence tomography (SD-OCT) are also used but no formal agreement studies exist. We evaluated the agreement between fibrosis on colour, FA and SD-OCT-detected hyperreflective material (HRM) and their clinical relevance.

Sensitive detection and propagation of brain-derived tau assemblies in HEK293 based wild-type tau seeding assays.

The assembly of tau into filaments defines tauopathies, a group of neurodegenerative diseases including Alzheimer's disease (AD), Pick's disease (PiD), corticobasal degeneration (CBD) and progressive supranuclear palsy (PSP). The seeded aggregation of tau has been modelled in cell culture using pro-aggregant modifications such as truncation of N- and C-termini and point-mutations within the microtubule-binding repeat domain. This limits the applicability of research findings to sporadic disease, where aggregates contain wild-type, full-length tau.

Clinician-reported Gloucester Comfort Scale scores underestimate patient discomfort and pain during colonoscopy: insights from comparison with a patient-reported experience measure.

Background: Patient experience is a fundamental element of colonoscopy. The Gloucester Comfort Scale (GCS) is used by clinicians to report patient comfort. However, insights regarding the extent to which clinician-reported GCS scores represent the patient's experience are lacking.

Online ensemble model compression for nonstationary data stream learning.

Learning from data streams that emerge from nonstationary environments has many real-world applications and poses various challenges. A key characteristic of such a task is the varying nature of the underlying data distributions over time (concept drifts). However, the most common type of data stream learning approach are ensemble approaches, which involve the training of multiple base learners.

The benefit of national clinical guidelines for open lower limb fractures in reducing healthcare burden: A length of inpatient stay cost-analysis.

Introduction: Severe open lower limb fractures are complex and costly injuries. Studies reporting the costs associated with these injuries, the economic impact of complications, and the clinical benefit of adherence to national guidelines have been previously reported. However, the economic benefits of national guidelines and their relationship with length of inpatient stay have not been described.

Assessing the potential acoustic impact of floating offshore wind farms in the Central Mediterranean Sea.

The Strait of Sicily, a vital marine passage with diverse fauna, is seeing a steep rise in the planning of offshore wind farm projects. This study assesses the acoustic impact of these wind farms on local marine species. Underwater propagation was modeled for three proposed floating wind farms using JASCO's Marine Operations Noise Model (MONM), which integrates a parabolic equation method for frequencies from 10 to 800 Hz and a beam-tracing model for 1 to 25 kHz.