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Real-world management of intraductal papillary mucinous neoplasms–findings from a nationwide survey

Background/objectives: A nationwide survey, covering all surgical departments, was conducted in a country with easily accessible tax-funded healthcare. The survey aimed to provide insight into ‘real-world’ intraductal papillary mucinous neoplasia (IPMN) surveillance, including the proportion of patients monitored, adherence to guidelines and details of follow-up. Methods: At all hospitals caring f

Graph-ResNets for short-term traffic forecasts in almost unknown cities

The 2019 IARAI traffic4cast competition is a traffic forecasting problem based on traffic data from three cities that are encoded as images. We developed a ResNet-inspired graph convolutional neural network (GCN) approach that uses street network-based subgraphs of the image lattice graphs as a prior. We train the Graph-ResNet together with GCN and convolutional neural network (CNN) benchmark mode

Beyond Adoption Rates : Farmer Motivations and Communication Needs in Straw Management Decision-Making

Sustainable bioenergy is central to climate change mitigation, yet biomass supply depends not only on biophysical and economic assessments but also on farmers' decision-making. Straw from cereal and oilseed crops can support renewable energy, but its availability is constrained by on-farm uses, management practices, and farmers' access to knowledge of sustainable soil management. Because straw rem

Generalized information criteria for high-dimensional sparse statistical jump models

We extend the generalized information criteria framework for model selection to high-dimensional sparse statistical jump models, a recent class of statistically robust and computationally efficient alternatives to hidden Markov models. Specifically, we derive expressions for the model fit and complexity to construct suitable information criteria for hyperparameter selection. In extensive simulatio

Hybridity of Accountability Logics in Voluntary Sustainability Governance : The Case of Commitment 2050

Governance of sustainable development increasingly relies on voluntary standards and commitments, the credibility and effectiveness of which hinge on accountability—ensuring actors align with shared goals and follow through on them. However, voluntary initiatives operate outside traditional control structures and blend elements of state, market, and community governance. This study examines how ac

Antenna for a glass roof of a vehicle

The disclosure relates to an antenna for a glass roof of a vehicle. The antenna can comprise a radiator for radiating electromagnetic waves. The radiator can be configured to be disposed between two glass layers of the glass roof. The radiator can be configured for feeding a signal to a receiver. The antenna can be substantially flat.

Ad hoc concepts and linguistic relativity : towards an experiential and situated view of language–cognition interactions

This article serves as an introduction to the special issue on ad hoc concepts and linguistic relativity. We argue that empirical research on linguistic relativity can be re-interpreted through the lens of ad hoc cognition, a framework originating in Barsalou’s (Memory & Cognition, 11, 211–227, 1983) account of goal-derived categories and expanded by Casasanto and Lupyan’s (The conceptual mind

Measuring geographies of fear of crime and crime in semi‑rural Sweden

The lack of research on why certain locations are perceived as unsafe has often been attributed to the scarcity of suitable data on place-based fear of crime. To address this gap, this study explores two spatial data collection methods applied in semi-rural areas of Kristianstad, Sweden. The first method uses a digital sketch map integrated with open-ended questions, accessed via an online web map

The Impact of Mothers : Intergenerational Mobility in Sweden 1865-2015

Recent studies show how patterns and trends in social mobility look substantially different when both parents are considered rather than one. Using Swedish census and register data covering cohorts born 1865–1985 and their parents, I describe social mobility among both male-breadwinner and dual-earner family types, each reflecting a work-life context common globally today. This rich longitudinal d

Constitutionalizing in the Anthropocene

The Anthropocene thesis, in its rejection of both the modernist separation between ‘humans’ and ‘nonhumans’ as well as in its treatment of ‘humans’ as a singular global geophysical force, presents fundamental challenges to constitutional theory and practice. First, in terms of conceptual and foundational transformations, the Anthropocene provokes the reconceptualisation of legal relations as never

Modular Polarization-Engineered Optical Phased Arrays for Optical Wireless Indoor Networks

The growing passion for indoor optical wireless networks reflects their immense capability to deliver consistent high-quality data connectivity across diverse indoor environments. This study examines how polarization can be engineered to enhance near-field beam focusing in optical wireless indoor networks using a modular clustered optical phased array aperture. The aperture follows a ceiling-mount

A tale of systemic vulnerability - healthcare professionals’ understanding of burn victims

Quantitative epidemiological studies have identified victim- or fire-related risk factors for fire mortality and have shown radical sociodemographic differences. Whilst important, such studies are limited in explaining the underlying reasons why some individuals are more vulnerable than others. Based on focus group interviews with nurses at burn clinics in Sweden, this qualitative study therefore

Five limits to current autoethnography : Asking old and new questions of an aspiring mainstream method

Autoethnography is no longer a marginal anthropological practice but one that is taught at many universities worldwide. And this approach to empirical knowledge gathering and anthropological analysis forms the basis for hundreds if not thousands of publications, many of which are well cited and widely celebrated. The success of autoethnography is surely a cause for celebration. It is, however, als

Spatiotemporal photon distribution control on active sites enables bio-inspired methane-to-methanol conversion

Direct catalytic conversion of methane to methanol offers a pathway for transforming a potent greenhouse gas into a portable clean liquid fuel, thereby mitigating carbon emissions and supporting sustainable energy. However, this process faces challenges from thermodynamically favorable methanol overoxidation. Here, we show that spatiotemporal regulation of photogenerated charge carriers on enginee

Spatial Phase Coherence in Femtosecond Coherent Raman Scattering

Conventional femtosecond coherent laser spectroscopy predominantly focuses on the temporal phase coherence through time- or frequency-resolved methods. In this Letter, we suggest an alternative experimental framework based on spatial phase coherence. The intrinsic spectral dispersion of wave vectors in femtosecond pulses and sample dimensions exceeding the laser wavelength creates a compelling bas

Excluded GM-specific IgG Subclass Genes in Health and Disease - Inborn Errors of Immunity

Purpose: IgG subclass genes from chromosome 14q32.3 are assessed serologically by GM allotypes, genetic markers of the Fc part of the immunoglobulin constant heavy G chains, (IGHG(Fcγ)(GM) genes. Alternative GM allotypes of IgG3, IgG1 and IgG2, respectively, define 6 unique, precise GM-specific IgG subclass genes, inherited the Mendelian way with allelic exclusion, and linkage disequilibrium of Ig

Predicting high health care use in patients with spinal disorder in secondary care : model development and validation

Abstract – Introduction: – Spinal disorders are among the biggest contributors to health care utilization (HCU).Objective: – To develop and externally validate a prediction model for high all-cause HCU (75th percentile during 1 year after the index date) among patients with spinal disorders visiting multidisciplinary secondary care clinics.Methods: – We developed and internally validated the model