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The Cerrado sensu stricto, so-called wooded Cerrado, is one of the many phytophysiognomies of the undisturbed Brazilian Cerrado ecoregion holding a biodiversity hotspot towards an extensive area. Thus, such land is under constant land use and cover changes mainly due to the demand for agriculture land, sector with the highest consumption of available freshwater in this ecoregion. This underscores
We propose a multimodal deep learning framework for automated analysis ofcat–human communication, integrating acoustic, visual, and tactile signals throughtransformer-based fusion. Using the largest expert-annotated dataset of its kindand interdisciplinary collaboration, we combine semi-supervised learning withethological and phonetic expertise to detect subtle behavioural and phonetic cues,enableWe propose a multimodal deep learning framework for automated analysis ofcat–human communication, integrating acoustic, visual, and tactile signals throughtransformer-based fusion. Using the largest expert-annotated dataset of its kindand interdisciplinary collaboration, we combine semi-supervised learning withethological and phonetic expertise to detect subtle behavioural and phonetic cues,enable
Background: Pain in childhood is common, but there is an information gap on initial care seeking. Our aim was to determine trends and variations in the consultation prevalence and incidence of musculoskeletal pain, and most common sites of pain, in children and young people presenting to UK primary care. Methods: A national UK primary care database (CPRD Aurum) was used to determine annual prevale
Background: The accelerating global ageing phenomenon has given rise to a growing concern regarding cognitive decline in older adults. Research shows that spouse health is closely linked to individual well-being, as the physical and emotional health of one partner significantly affects the other. Although the connection between spousal health and older adults’ cognitive function has been recognize
Lung function monitoring and prompt diagnosis of lung impairment are essential for optimal patient care. During surgery, anesthesia and ventilator assistance are standard, and mechanical ventilation is often required in severe cases, as highlighted during the recent COVID-19 pandemic. There is a clear need for powerful, real-time lung surveillance techniques that can provide feedback to ventilator
Violent offenders are a heterogeneous group where criminogenic needs often are substantial and violent behaviors persistent. Risk, Need, and Responsivity (RNR)-based treatment has shown effect on reducing the risk for recidivism in violent crime, but the development of novel treatments is crucial in making the change process more effective. Virtual Reality (VR) technology may be a tool to improve
Background. Vaccine immunogenicity is reduced in kidney transplant recipients (KTRs), especially in those using mycophenolate mofetil (MMF). Whether replacement of MMF by everolimus improves vaccine immunogenicity is unknown. Methods. KTRs were randomized 1:1 to continue MMF or switch to everolimus. Participants received one coronavirus disease 2019 (COVID-19) booster vaccination and two herpes zo
Background Bacterial vaginosis (BV) is the most common vaginal infection among women of reproductive age worldwide, caused by dysbiosis of the vaginal microbiome. Despite its prevalence, the underlying molecular mechanisms remain poorly understood, making diagnosis and treatment challenging. Although antibiotics are the standard therapy, recurrence rates are high, up to 50% within 1 year, and repe
Atmospheric particulate matter (PM) contains different components that can elicit varying adverse health effects in humans and animals. Studies on PM toxicity and its underlying mechanisms in the middle ear are limited, and they generally use a PM standard. However, as PM composition varies temporally and geographically, it is crucial to identify the toxic PM constituents according to season and r
This commentary re-evaluates the study by Makó et al. which reconstructs dust accumulation rates from loess–paleosol sequences in the Carpathian Basin. Several methodological and factual issues substantially limit the reliability of their interpretations. The study reports linear sedimentation rates (mm a−1) as mass accumulation rates (MARs) without accounting for bulk density, rendering their val
BACKGROUND: Dupuytren disease (DD) is a benign fibroproliferative disorder affecting the hand. Although diabetes mellitus is a known risk factor, the underlying mechanisms behind this association remain unclear. This study aimed to examine the relationship between glycemic control and DD in type 1 (T1D) and type 2 diabetes (T2D), and to identify other metabolic risk factors influencing DD risk.MET
In the face of climate change, today’s young people need to balance the challenges of being active and maintaining mental health. This study investigated climate resilience, meaning patterns of climate engagement and mental health among adolescents. Using latent profile analysis, we identified three profiles in a sample of N=603 Swedish adolescents: climate-resilient (17%, active and not impaired)
When violence against a child is reported to authorities, it is crucial that its severity is communicated effectively and evaluated accurately by professionals. This study, conducted in two phases, investigated perceptual differences in calibration and accuracy regarding psychological and physical violence against children among parents, social workers, and laypeople. In Phase 1, parents who had w
Background: Healthcare cannot achieve net-zero carbon without addressing operating theatres. The aim of this study was to prioritize feasible interventions to reduce the environmental impact of operating theatres.Methods: This study adopted a four-phase Delphi consensus co-prioritization methodology. In phase 1, a systematic review of published interventions and global consultation of perioperativ
Background: The prognostic benefit of percutaneous coronary intervention (PCI) for chronic total occlusion (CTO) in stable coronary artery disease (CAD) remains uncertain. Objectives: To evaluate long-term survival following CTO PCI compared with medical therapy (MT) using target trial emulation and a nationwide real-world registry. Methods: We included 7813 patients with stable CAD and a document
Acute postoperative pain remains common despite advances in surgical techniques and enhanced recovery protocols, suggesting that patient-specific factors and individualised approaches may be key to improving outcomes. Real-time intraoperative nociceptive monitoring has emerged as a potential tool to guide analgesia and predict postoperative pain bur their role in an individualised anaesthesia fram
Introduction: The transition from pediatric to adult healthcare represents a crucial period for adolescents and youth living with HIV. When this healthcare transition is not properly managed, it can result in negative outcomes such as loss to follow-up (LTFU), increased morbidity, and mortality. Therefore, it is essential to estimate the incidence rate and identify predictors of loss to follow-up
Context: Pollen-mediated gene flow is crucial for ecological and evolutionary processes and understanding its disruption by anthropogenic disturbances is essential for conservation. Objectives: In this study, we developed landscape connectivity metrics that incorporated hummingbird movement behaviour to assess how structural (amount and configuration) and functional (species-specific behavioural r
Childhood stunting (height‑for‑age z‑score < −2) remains a global public health challenge, and national averages often mask subnational clustering and spatial heterogeneity of underlying determinants. Across four papers, this thesis integrates geocoded household data with gridded geospatial surfaces from nationally representative survey data to map stunting hotspots, quantify spatially varying and
High precision single-differential W±-boson production cross-sections as a function of electron or muon transverse momentum pT or their pseudorapity η, as well as double-differential cross-sections as functions of these variables, are measured in proton–proton collisions at centre-of-mass energies s=5.02 TeV and 13 TeV. The W-boson charge asymmetry as a function of lepton η is also measured. The d
