cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.6084/m9.figshare.23903964.v1
title: Supplementary Material for: How could different obesity scenarios alter the burden of type 2 diabetes and liver disease in Saudi Arabia?

description: Introduction Obesity is a major risk factor for type 2 diabetes (T2DM) and liver disease, and obesity-attributable liver disease is a common indication for liver transplant. Obesity prevalence in Saudi Arabia (SA) has increased in recent decades. SA has committed to the WHO ‘halt obesity’ target to shift prevalence to 2010 levels by 2025. We estimated the future benefits of reducing obesity in SA on incidence and costs of T2DM and liver disease under two policy scenarios: 1) SA meets the ‘halt obesity’ target; 2) population body mass index (BMI) is reduced by 1% annually from 2020 to 2040. Methods We developed a dynamic microsimulation of working-age people (20-59 years) in SA between 2010 and 2040. Model inputs included population demographic, disease and healthcare cost data, and relative risks of diseases associated with obesity. In our two policy scenarios, we manipulated population BMI and compared predicted disease incidence and associated healthcare costs to a baseline ‘no change’ scenario. Results Adults &lt;35 years are expected to meet the ‘halt obesity’ target, but those ≥35 years are not. Obesity is set to decline for females, but to increase amongst males 35-59 years. If SA’s working-age population achieved either scenario, &gt;1.15 million combined cases of T2DM, liver disease and liver cancer could be avoided by 2040. Healthcare cost savings for the ‘halt obesity’ and 1% reduction scenarios are 46.7 and 32.8 billion USD, respectively. Discussion/Conclusion SA’s younger working-age population is set to meet the ‘halt obesity’ target, but those aged 35-59 are off-track. Even a modest annual 1% BMI reduction could result in substantial future health and economic benefits. Our findings strongly support universal initiatives to reduce population-level obesity, with targeted initiatives for working-age people ≥35 years of age.
DOI: 10.6084/m9.figshare.28398402.v1
title: Data from Workload distribution in wild Damaraland mole-rat groups

description: tmbg_param.csv
DOI: 10.6084/m9.figshare.5125750.v1
title: Supplementary Material for: Dissemination and Implementation of the ARIA Guidelines for Allergic Rhinitis in General Practice

description: <b><i>Background:</i></b> Allergic rhinitis (AR) is a prevalent problem in general practice. The first evidence-based guidelines for AR, the ARIA guidelines, were published and have been updated repeatedly since 2001 in order to improve the care of AR patients. Very limited information, however, is available on the impact of these guidelines on everyday clinical practice. The aim of this study was to evaluate the dissemination and implementation of the ARIA guidelines in general practice. <b><i>Methods:</i></b> Three hundred and fifty Flemish general practitioners (GPs) were recruited to complete a questionnaire covering their demographic and professional characteristics, awareness, perception and implementation of the ARIA guidelines. To assess compliance with the ARIA treatment recommendations, 4 fictitious case scenarios of AR were presented, in which the respondents were asked to select the treatment of choice. <b><i>Results:</i></b> Of the 350 GPs included, only 31% were aware of the ARIA guidelines and 10% stated that they implement them. For the diagnosis of AR, 71% of the GPs ask specific IgE tests or perform skin prick tests, whereas only 29% perform an anterior rhinoscopy. ARIA users are more likely to screen for concomitant asthma. In the clinical-case section, there was a large variability in proposed therapeutic strategies. Adherence to the evidence-based ARIA treatment guidelines was low, but recent graduation was a significant predictor of compliance with these recommendations. <b><i>Conclusions:</i></b> The ARIA guidelines remain relatively unknown among Flemish GPs and even those who are aware of them still tend to treat AR independently of the guideline recommendations.
DOI: 10.6084/m9.figshare.28741820.v1
title: Data for manuscript- <b>Variable responses to ocean acidification among mixotrophic protists with different lifestyles</b>

description: This file includes data that was used in generating the figures and tables in the manuscript titled: <b>Variable responses to ocean acidification among mixotrophic protists with different lifestyles</b>Shai Slomka*, Jolanda M. H. Verspagen, Jef Huisman and Susanne Wilken*https://doi.org/10.1093/ismeco/ycaf064Department of Freshwater and Marine Ecology (FAME), Institute for Biodiversity and Ecosystem Dynamics (IBED), University of Amsterdam, P.O. Box 94920, 1090 XH, Amsterdam, The NetherlandsThis dataset includes results of measurements conducted on cultures of three mixotrophic strains of the <i>Ochromonas</i><i> </i>genus: <i>Ochromonas</i> CCMP2951, CCMP1393 and CCMP1391. The cultures were acclimatized for either low or high CO<sub>2</sub> conditions and an array of physiological parameters were measured.This files include three sheets -1<sup>st</sup> sheet - metadata with a short description of the data available.2<sup>nd</sup> sheet includes all physiological data.3<sup>rd</sup> sheet includes the carbonate chemistry data.
DOI: 10.6084/m9.figshare.13295831.v19
title: Autism Spectrum Disorder and Asperger Syndrome Question Answering Dataset 1.0

description: <b><i>RUS</i></b><b>Последнее обновление: 13/09/2023</b>Набор данных предназначен для разработки русскоязычных диалоговых систем (чат-ботов, вопросно-ответных систем и т. д.) о расстройствах аутистического спектра. Источник текстов: https://aspergers.ruПроект реализуется победителем конкурса «Практики личной филантропии и альтруизма» Благотворительного фонда Владимира Потанина.75% данных собраны с помощью платформы Toloka.<b>Состав набора данных:</b>1. original.json: оригинальная версия датасета2. multiple.json: версия датасета с несколькими вариантами ответа3. short.json: версия датасета с укороченными ответами4. half_sized.json: версия датасета содержит 50% собранных данных5. no_impossible.json: версия содержит только релевантные вопросы7. age_dataset.tsv: набор данных для определения возраста пользователя (можно использовать для кастомизации моделей)<b><i>ENG</i></b>A dataset for question-answering used for building an informational Russian language chatbot for the inclusion of people with autism spectrum disorder and Asperger syndrome in particular, based on data from the following website: https://aspergers.ru.<b>The detailed dataset statistics:</b><b><i>Parameter</i></b><b><i>Description</i></b>The number of QA pairs4,138The number of irrelevant questions352The average question length53 symbols / 8 wordsThe average answer length141 symbols / 20 wordsThe average reading paragraph length453 symbols / 63 wordsMax question length226 symbols / 32 wordsMax answer length555 symbols / 85 wordsMax reading paragraph length551 symbols / 94 wordsMin question length9 symbols / 2 wordsMin answer length5 symbols / 1 wordsMin reading paragraph length144 symbols / 17 words<b>The dataset has several versions:</b>1. Original version2. Half-sized version (50% of the original data)3. No impossible version (a version without irrelevant/impossible questions)4. Short version (a version with shorterned answers)5. Multiple version (a version with several answers, all the other versions contain only one answer to each question)
DOI: 10.6084/m9.figshare.14707605.v2
title: Raw metabolomics files

description: These metabolomics data were raw metabolomics.
DOI: 10.6084/m9.figshare.23799879.v2
title: Data from: Microzooplankton grazers induce chain length plasticity in colonial diatoms

description: Data from the paper Ryderheim et al. "<b>Microzooplankton grazers induce chain length plasticity in colonial diatoms</b>"
DOI: 10.6084/m9.figshare.24166692.v1
title: Supplementary Material for: Endobronchial Metastasis of Renal Cancer Presented as Atelectasis

description: The most common primary tumors associated with endobronchial metastasis (EBM) are colorectal, breast and renal. When endobronchial metastasis is present, respiratory symptoms such as shortness of breath or hemoptysis accompanied by coughing usually appear. Herein, we report a case of atelectasis caused by EBM of renal cell carcinoma (RCC) in a 53-year-old man who underwent laparoscopic radical nephrectomy for RCC five years ago. The patient's primary RCC stage was pT1b, and the histological cell type was clear cell RCC with Fuhrman nuclear grade 3/4. At the time of EBM diagnosis, the patient was classified as "favorable" according to IMDC (International mRCC Database Consortium) risk calculator. The patient refused surgical treatment and received targeted therapy with sunitinib. A tumor mass spontaneously detached and came out through the airway during targeted therapy. Subsequently, the patient’s respiratory symptoms were alleviated and his atelectasis disappeared. This case shows that when there is atelectasis due to EBM of RCC, the obstructed bronchus may be reopened with targeted therapy without any interventional treatment.
DOI: 10.6084/m9.figshare.25835938.v1
title: IRSRMamba: Infrared Image Super-Resolution via Mamba-based Wavelet Transform Feature Modulation Model

description: Infrared (IR) image super-resolution faces challenges from homogeneous background pixel distributions and sparse target regions, requiring models that effectively handle long-range dependencies and capture detailed local-global information. Recent advancements in Mamba-based (Selective Structured State Space Model) models, employing state space models, have shown significant potential in visual tasks, suggesting their applicability for IR enhancement. In this work, we introduce IRSRMamba: Infrared Image Super-Resolution via Mamba-based Wavelet Transform Feature Modulation Model, a novel Mamba-based model designed specifically for IR image super-resolution. This model enhances the restoration of context-sparse target details through its advanced dependency modeling capabilities. Additionally, a new wavelet transform feature modulation block improves multi-scale receptive field representation, capturing both global and local information efficiently. Comprehensive evaluations confirm that IRSRMamba outperforms existing models on multiple benchmarks. This research advances IR super-resolution and demonstrates the potential of Mamba-based models in IR image processing.
DOI: 10.6084/m9.figshare.3463490.v1
title: Stress and relaxation in tweets - development corpus

description: A development corpus of tweets with human coding for stress and relaxation. <br>This was used in the following paper and is free for other to use.<br>Thelwall, M. (in press). TensiStrength: Stress and relaxation magnitude detection for social media texts. Information Processing & Management.
DOI: 10.6084/m9.figshare.7460615.v1
title: Additional file 2: of VarGenius executes cohort-level DNA-seq variant calling and annotation and allows to manage the resulting data through a PostgreSQL database

description: An example of the tabular output generated by VarGenius. (TSV 34789 kb)
DOI: 10.17632/3xknb3sdb5
title: Test database on concrete-filled steel tubular columns

description: This database contains results of 3103 tests carried out on CFST columns over the past few years.
DOI: 10.17632/bjhc5t86vw
title: Operational Study of a Monoethylene Glycol (MEG) Desalination Pilot Plant. Part I: Development of a New Method for the Estimation of MEG Content in the Presence of NaCl Solid Particles: data

description: Data as presented in accompanying paper.
DOI: 10.17632/ttx9chkdcg
title: Hourly electricity load profiles of paper producing and food processing industries

description: The data provided are synthetic hourly electricity load profiles for the paper and food industries for one year. The data have been synthetized from two years of measured data from industries in Chile using a comprehensive clustering analysis. The synthetic data possess the same statistical characteristics as the measured data but are provided normalized to one kW and anonymized in order to be used without confidentiality issues. Three CSV files are provided: food_i.csv, paper_i_small.csv and paper_i_large.csv containing the data of a small food processing industry, a small paper industry, and a medium-large paper industry, respectively. All the three files contain seven columns of data: weekday, month, hour, cluster, min, max, mean. The four first columns index the data in the following way: Month: it includes the range of integer values between 1 and 12 accounting for the consecutive calendar months of a year starting in January (1) and ending in December (12). Weekday: this column has integer values in the range 1 to 7 that are equivalent to the consecutive days of the week starting on Monday (1) and ending on Sunday (7). Hour: it consist of integer values ranging between 1 and 24, which describe the hours of a day. Cluster: The column “cluster” represents the cluster to which this data is associated to. The number of clusters is different for each load profile, as well as the number of days included in each cluster. Since the cluster were calculated for days, a cluster number covers 24 consecutive points of data. The load profile data are provided in the three different columns: min, max and mean: Min: this column provides the min value of the cluster at that time of the day. Therefore, it represents the minimum demand of electricity recorded in all the days belonging to this representative group of data. Max. This column provides the maximum electric load of the cluster at that time of the day. It represents the maximum demand of electricity in all the days belonging to this representative group of data at that hour of the day. Mean: This column provides the average electric load of the cluster at that time of the day. It represents the mean demand for electricity belonging to this representative group of data at that hour of the day. The min, max and mean values are different for each hour of the day. All values are provided in values from 0 to 1 with the unit kW. For details on the clustering procedure or the data itself please refer to the associated paper published in the journal Energy and the one published in Data in Brief journal. The study was supported by the German Federal Ministry of Education and Research - BMBF and the Chilean National Commission for Scientific Research and Technology - CONICYT (grant number BMBF150075) , the Deutsche Gesellschaft für Internationale Zusammenarbeit (GIZ) GmbH through the Energy Program in Chile, and the European Research Council (“reFUEL” ERC-2017-STG 758149).
DOI: 10.17632/v946dvxn54
title: ERMES 20.0: Open-source finite element tool for computational electromagnetics in the frequency domain

description: ERMES 20.0 is an open-source software which solves the Maxwell's equations in frequency domain with the Finite Element Method (FEM). The new ERMES 20.0 is a significant upgrade from the previous ERMES 7.0 [1]. It introduces new features, modules, and FEM formulations to address the challenging problems commonly encountered in the design and analysis of nuclear fusion reactors [2]. Key additions are the electrostatic and cold plasma module, along with new FEM formulations as the stabilized double-curl edge element formulation [3] and the local L^2 projection method with nodal and bubble elements [4,5]. Furthermore, all the formulations now include an A-V potentials version. The ample set of methods available in the new ERMES 20.0 allows the user to select the most suitable FEM formulation to generate the best possible conditioned matrix for each specific problem.
ERMES 20.0 operates in the static, quasi-static and the high-frequency regimens, making it a versatile tool which can be used in a wide variety of situations. For instance, it had been applied to microwave engineering, bioelectromagnetics, and electromagnetic compatibility. Now, thanks to the new electrostatic and cold plasma modules, the range of applications has been extended to relevant nuclear fusion engineering problems as: the computation of induced forces, plasma control, probability estimation of electric arc initiation, current distribution in arbitrary geometries, and the study of electromagnetic wave-plasma-wall interactions inside a fusion reactor.
ERMES 20.0 is available for Windows and Linux systems and it has improved its capabilities to solve large problems on High Performance Computing (HPC) infrastructures thanks to its new interface with the solver libraries PETSc [6] and Python NumPy [7]. As in previous versions, ERMES 20.0 features a graphical user-friendly interface integrated into the pre- and post-processor GiD [8]. GiD handles geometrical modeling, data input, meshing, and result visualization. ERMES 20.0 is licensed under the open-source software 2-clause BSD license.
This document is accompanied by a comprehensive manual that provides a step-by-step installation guide, a detailed description of all the new features and formulations, as well as the executables, user interface, examples, and source code of ERMES 20.0.
DOI: 10.6084/m9.figshare.12552092.v1
title: JVASP-40500 to JVASP-41158

description: JARVIS-DFT input/output files
DOI: 10.6084/m9.figshare.20633193.v1
title: Dataset 2

description: The filtered SNP dataset allowing 15% missing genotypes across all individuals (max-missing = 0.85) (i.e. Dataset 2 in the manuscript). The phylip format of this dataset was used for phylogenomic analyses<em>. </em> The vcf format of this dataset was used as raw dataset in introgression analyses, topology weighting analyses and SMC++ analyses<em>.</em>
DOI: 10.6084/m9.figshare.21363183.v1
title: Mendoza_Frequency and diversity of zoonotic infections in monkeys.xlsx

description: Infectious agents detected in trafficked and captive monkeys in Peru. Data shows presence/absence of 34 infectious agents evaluated in monkeys in 3 contexts for animal-human interaction: trade (trafficked or confiscate from traffic), pet (illegally owned as pet, or confiscated from it), and captivity (at government-regulated captive facilities suchs as zoos and rescue centers).
DOI: 10.6084/m9.figshare.27325524.v1
title: Data used in statistical analyses

description: Data used in statistical analyses
DOI: 10.17632/7nckj93h8t
title: Replication instructions for: "The Macroeconomic Stabilization of Tariff Shocks: What is the Optimal Monetary Response?" By Paul R. Bergin and Giancarlo Corsetti

description: Replication instructions for:
The Macroeconomic Stabilization of Tariff Shocks: What is the Optimal Monetary Response?
By Paul R. Bergin and Giancarlo Corsetti
DOI: 10.17632/kzv2m4hsvw
title: Data on regional, ethnicity, and minorities representation in movies

description: The data sources are primary from three public databases: MovieLens, IMDb, and Brazilian National Cinema Agency. We also collected movie data and subtitles files using web scrapping and public API from six internet public sites: imdb.com, letterboxd.com, metacritic.com, rottentomatoes.com, subdl.com, and subscene.co.in. In addition, we used LLM Tool (Claude.Ai by Anthropic) to collect regional and ethnicity from movie’s director, screenwriter and main character.
DOI: 10.25387/g3.6864170.v1
title: Supplemental Material for Dolan and Chapple, 2018

description: File S1 contains the results of our differential expression analysis performed using EdgeR.
DOI: 10.6084/m9.figshare.28883630.v1
title: 花生的 T2T 基因组

description: T2T genome assembly of six peanut species.
DOI: 10.6084/m9.figshare.4910231.v1
title: Increasing land-use intensity reverses the relative occupancy of two quadrupedal scavengers

description: Trapping and phenotypic data from project investigating the effect of land-use change on population dynamics and phenotypic health of South-east Asian water monitors and Malay Civets
DOI: 10.6084/m9.figshare.6139937.v4
title: Nature Reproducibility survey 2017

description: Questionnaire, raw data and slide set relating to <i>Nature </i>feature on reproducibility checklists, April 2018.
DOI: 10.6084/m9.figshare.6265586.v1
title: Patient23

description: Male Patient with 297 slice of pulmonary embolism CT-Angiography.
DOI: 10.17632/6ykcky2bkc
title: Influence of aluminum concentration on the properties of NiCrCoFeMnAl high entropy alloy

description: Designing of high-entropy alloys (HEAs) is one of the most important directions of developing modern materials science. Currently, the full range of new developed HEA materials and their possible properties are still rarely revealed. Obtaining such multicomponent alloys is a complex scientific and technological task, therefore, to obtain an alloy with certain properties, designing the right elements and their concentrations and predicting their reliable properties are of great critical. In this paper, the influence of aluminum concentration on the phase composition and properties of Nickel alloys treated at a temperature of 600 ° C, the results are predicted using computer modeling of material properties. The experiments showed a significant effect of Al concentration on the phase composition of the material, density, young's modulus, electrical conductivity, thermal conductivity, and molar volume.
DOI: 10.17632/f2w3m3zs4t
title: Data for: Application and characterization of metamodels based on artificial neural networks for building performance simulation: a systematic review

description: This supplementary data presents the search results and the summary of the features selected to analyze for a systematic review of metamodels based on artificial neural networks for building performance simulation. The files information is described below: * Search_1.pdf: Search results for "metamodel + building + energy" on Google Scholar. Date of last search: November 15th, 2019. * Search_2.pdf: Search results for "surrogate model + building + energy" on Google Scholar. Date of last search: November 15th, 2019. * SelectedSearchResults.xlsx: Filtered literature results with several summary tables showing the features analized.
DOI: 10.17632/hr3dp6w36g
title: Complex restoration of oil-contaminated soils with new organomineral reagents

description: The effectiveness of the treatment of oil-contaminated soil with organomineral reagents containing activated Rau-85 aluminum alloy, which makes it possible to reduce the concentration of ethoxins and neutralize the effects of oil and oil products on the soil, has been evaluated.
Humic and fulvic acids were used as organomineral reagents. Organomineral reagents were characterized by FT-IR absorption spectra, as well as by thermogravimetric analysis methods. It has been established that complex compounds are formed during the interaction of humic acid with activated aluminum alloys. The peak in the region from 2100-2400 cm-1 is typical for the complex compound of aluminum with humic acids.
The physicochemical properties of the oil-contaminated soil were studied, the morphological and structural features were characterized, as well as the surface elemental composition of the soil before and after treatment. The desorption of crude oil from the soil using the Rau-85 alloy and its complex with humates was confirmed by SEM and EDX methods.
A decrease in the concentration of oil by 22.6% was revealed after the treatment of soils with Rau-85 alloys. The use of the Rau-85 alloy complex and organomineral fertilizer demonstrated a decrease in oil concentration by 12.18% and the germination of seeds of the legume family on the 7th day after sowing, and on the 14th day - active growth.
The combination of Rau-85 alloy and organo-mineral fertilizer can be used as an effective soil washing agent for crude oil components, which is an effective solution for remediation of oil-contaminated soil.