cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.6084/m9.figshare.19842205.v1
title: Supplementary Material for: Effects of App-Based Mobile Interventions for Dementia Family Caregivers: A Systematic Review and Meta-Analysis

description: <b><i>Background:</i></b> Dementia was caregivers experience tremendous difficulties both physically and psychologically, leading to high levels of depression and caregiver burden. The advantage of mobile interventions has been recognized due to its freedom from time and space restrictions. <b><i>Objectives:</i></b> A systematic review and meta-analysis was conducted to evaluate effectiveness of app-based mobile interventions for dementia caregivers. <b><i>Method:</i></b> We searched nine different databases including CINAHL, the Cochrane Library, Embase, MEDLINE, PsycINFO, the ACM digital library, IEEE Xplore, KoreaMed, and RISS for publications on app-based mobile interventions targeting dementia caregivers published in English or Korean. Meta-analysis was conducted using Comprehensive Meta-Analysis (CMA) version 3.0. Standard mean difference (SMD) was used to estimate the effectiveness of the intervention on caregiver-related outcomes of caregiver burden, depression, stress, caregiving competency, and quality of life (QoL). <b><i>Results:</i></b> Five studies (three randomized controlled trials and two quasi-experimental studies) with a total of 230 participants were included. Using a mobile device, interventions were used to provide information and feedback, perform monitoring, and conduct skill training. Pooled analysis showed favorable effects of app-based mobile interventions for caregivers on caregiver burden (SMD = −0.315, 95% CI: −0.681 to 0.052), depression (SMD = −0.236, 95% CI: −0.517 to 0.046), stress (SMD = −0.295, 95% CI: −0.708 to 0.118), competency (SMD = 0.434, 95% CI: 0.093–0.775), and QoL (SMD = 0.794, 95% CI: 0.310–1.278). <b><i>Conclusion:</i></b> Types of mobile devices, lengths, and contents of interventions varied between included studies. Given that only five studies were included, the current meta-analysis could not confirm the effectiveness of app-based mobile interventions. However, this study suggests that app-based mobile interventions for dementia caregivers might have positive effects on diverse caregiving-related issues such as caregiver burden, depression, stress, competency, and QoL.
DOI: 10.6084/m9.figshare.28103390.v1
title: The result of sentiment analysis

description: The dataset is the result of the sentiment analysis carried out in Orange software based on Twitter conversation on LIS research
DOI: 10.6084/m9.figshare.12271292.v26
title: Arrival catalog of coronal mass ejections observed with STEREO Heliospheric Imagers (HELCATS ARRCAT 2.0)

description: <b>ARRIVAL CATALOGUE 2.0</b>In this ARRival CATalog (ARRCAT), the arrivals of solar coronal mass ejections at planets and spacecraft that were tracked with the STEREO heliospheric imagers are calculated.ARRCAT lists modeled arrivals of CMEs at various spacecraft and planets, between April 2007 - February 2025, based on the HIGeoCAT catalog of CMEs established at RAL Space, UK (R. A. Harrison, J. A. Davies, D. Barnes).<b>Authors:</b><b> </b>C. Möstl (1), E. Weiler (1), E. E. Davies (1), D. Barnes (2), R. A. Harrison (2), J. A. Davies (2).<br>(1) Austrian Space Weather Office, GeoSphere Austria, Graz, Austria; (2) RAL Space, Didcot, UK.<br>We acknowledge the use of the spiceypy python packages.This is version 2.0, released 2020-May-13, updated 2025-April-2.https://doi.org/10.6084/m9.figshare.12271292It is based on this HIGeoCAT version:https://www.helcats-fp7.eu/catalogues/data/HCME_WP3_V06.votusing the SSEF30 model.The catalog is available as python pandas dataframe (pickle), python numpy arrays (pickle, as recarray and structured array),npy (numpy, no pickle), json, csv, xlsx, txt, hdf5, html athttps://helioforecast.space/arrcathttps://www.helcats-fp7.euNumber of events in ARRCAT: 3096Targets: Earth_L1, Mercury, Venus, Mars, STEREO-A, STEREO-B, Solar Orbiter, Parker Solar Probe (PSP), Bepi Colombo, Venus Expres, MESSENGER, Ulysses, JUICE, JUNO.For further description, see header file.source code: https://github.com/cmoestl/heliocats/blob/master/arrcat.ipynbRules: If results are produced with this catalog for peer-reviewed scientific publications,please contact chris.moestl@outlook.com for co-authorships.<br>
DOI: 10.6084/m9.figshare.28576469.v2
title: Supplementary material (Figures) of the paper titled "Restructuring knowledge graphs with conceptual models: implications for machine learning predictions in drug repurposing"

description: This research explores how restructuring knowledge graphs (KGs) with well-founded conceptual models can improve machine learning (ML) predictions, particularly for drug repurposing. Using OntoUML and the Unified Foundational Ontology, the study applies a FAIRification workflow to enhance data quality. A Graph Neural Network model was trained on both original and restructured KGs, revealing that while classification performance remained similar, the restructured KGs led to more consistent predictions with reduced variability. These findings suggest that conceptual models can enhance the reliability of ML predictions without compromising accuracy, highlighting new directions for future research.
DOI: 10.17632/t4sm9dsdkx
title: wujing-msit

description: Eighteen subjects (mean age: 29.3 years, range: 20–49 years) participated in the experiment. All subjects were healthy without a history of neurological or psychiatric episodes. The participants gave written informed consent, and the protocol was approved by the ethics committee of the First Affiliated Hospital of Xi'an Jiaotong University, China. This data contains the fMRI, DTI and structural MRI.
DOI: 10.6084/m9.figshare.12443642.v1
title: JARVIS-DFT-DFPT (JVASP-2565 to JVASP-5779)

description: DFPT i/o files from AJRVIS-DFT
DOI: 10.6084/m9.figshare.21856749.v1
title: MAT_cult.sav

description: This is the dataset (MAT_cult) of a cross-sectional study focused on examining the relationships between cultural dimensions, emotional intelligence, resilience and subjective well-being in Spanish adult population. The sample is composed of 3,419 participants. The main measures are: the <em>Individual Cultural Values Scale</em> (CVSCALE), the <em>Trait Meta Mood Scale</em> (TMMS), the <em>Connor Davidson Resilience Scale</em> (CD-RISC-10-item), the <em>International Positive and Negative Affect Schedule Short-Form</em> (PANAS-SF), and the <em>Satisfaction With Life Scale</em> (SWLS). The dataset also includes some other sociodemographic variables easily identifiable by its labels.
DOI: 10.6084/m9.figshare.6291464.v6
title: ShEx by Example

description: ShEx by ExampleIntroduction to Shape Expressions
DOI: 10.6084/m9.figshare.6837953.v2
title: fibroblasts

description: This folder contains processed data of indels from our experiments in fibroblasts for the inDelphi work, using code from https://github.com/maxwshen/indelphi-dataprocessinganalysis.
DOI: 10.6084/m9.figshare.9037502.v1
title: bacteria.tar.gz

description: Bacterial metagenome-assembled genomes recovered from activated sludge
DOI: 10.6084/m9.figshare.11741901.v1
title: FLY ASH DATA.xlsx

description: The data file contains power plant operation parameters and fly ash Loss on Ignition (LoI) data obtained from unit I - Lakvijaya Power Plant, Sri Lanka from 17th January 2017 to 14th February 2017.
DOI: 10.6084/m9.figshare.8175041.v4
title: Pinnacles National Park (PINN) | Park and Neighborhood Characteristics

description: This repository contains park and neighborhood data for Pinnacles National Park in support of the NSF-funded project on Sustainability and Safety in the Pacific West Region National Parks.Internal park data include trail and roads within park boundary as well as yearly data on visitation and staffing for 2003-2013.Neighborhood data include census demographics, county crime, roads, parcel ownership, and land cover.Details provided in NPS PWR Crime Metadata.pdf.
DOI: 10.6084/m9.figshare.19029845.v1
title: Supplementary Material for: Nintedanib in IPF: Post hoc Analysis of the Italian FIBRONET Observational Study

description: <b><i>Background:</i></b> The FIBRONET study was an observational study of patients with idiopathic pulmonary fibrosis (IPF) in Italy. <b><i>Objectives:</i></b> In this post hoc descriptive analysis, we describe changes in lung function, anxiety/depression, coughing, exacerbations, and adverse events (AEs) in patients receiving nintedanib treatment. <b><i>Methods:</i></b> Patients with IPF from 20 centers in Italy, aged ≥40 years who received nintedanib for ≥7 months, were followed up for 12 months from study enrollment, attending clinic visits every 3 months. Outcomes included change in forced vital capacity (FVC)% predicted from baseline to 12 months, anxiety/depression measured by the Hospital Anxiety and Depression Scale (HADS), and the proportion of patients with cough, AEs, and exacerbations. <b><i>Results:</i></b> In total, 52 patients received nintedanib (mean duration of 11.6 months). Ten patients had dose reductions from 150 mg to 100 mg twice daily, due to AEs. FVC% predicted was unchanged in the overall nintedanib population (78.7% at baseline; 79.8% at 12 months) and those with a reduced dose (77.7% at baseline; 81.0% at 12 months). HADS score was low at baseline and throughout the study. The proportion of patients with cough decreased from 50.0% to 21.2% over 12 months. Two patients experienced exacerbations, 2 patients discontinued treatment, and 27 (51.9%) reported AEs. The most common AE was diarrhea (34.6%). <b><i>Conclusions:</i></b> In patients with IPF who received nintedanib in the FIBRONET study, FVC% predicted was stable over 12 months, and the proportion of patients with cough decreased. The safety profile was consistent with the known safety profile for nintedanib in IPF.
DOI: 10.6084/m9.figshare.7949765.v1
title: gVCF_NA20908

description: 1000 Genomes gVCF mapped to hs37d5 for NA20908. Complete collection: https://doi.org/10.6084/m9.figshare.c.4414307
DOI: 10.6084/m9.figshare.21673265.v4
title: Models and dataset for "Using MODIS data to track the long-term variations of dissolved oxygen in Lake Taihu"

description: This database included the annual mean disoloved oxygen in Lake Taihu from 2002 to 2021 which was derived using MODIS Aqua and a machine learning model. The data format is geotiff. This database also contains the model and relevant scripts relevant to the retrievals of disoloved oxygen.
DOI: 10.6084/m9.figshare.25295038.v1
title: Nudging experiment

description: file prec1.nc Z31.nc and U1.nc are derived from 50 nudging experimentsfile prec2.nc Z32.nc and U2.nc are derived from control run, here only upload JJA data
DOI: 10.6084/m9.figshare.25745124.v2
title: Data from "Grassland bumblebee communities are homogenized by climate change"

description: Data, code and model objects for the manuscript by Kendall et al. "<i>Grassland bumblebee communities are homogenized by climate change</i>".Consists of one data file (data/.rdata file), scripts for model fitting and validation (script/.r files), model object (mods/.rdata file) and MCMC convergence diagnostics (mods/.pdf file).
DOI: 10.17632/hpp6ks4r4g
title: Data for: Yes Fit and Muscular but No Asians, Blacks, or Latinos: Sexual Racism, Body Image Psychological Flexibility, and Modifying Muscularity in Men of Color who have Sex with Men

description: contains both R code, and datasets.
DOI: 10.6084/m9.figshare.24625101.v1
title: Universal Clock Files

description: Data required for building universal pan-mammalian epigenetic clocks (Lu et al., 2023).
DOI: 10.17632/r3wyng69sw
title: Data for: Falling Again? Falls in the Elderly - Risk Factors and Outcomes Associated with Recidivism

description: This data set has excel files showing statistical outputs derived from the NRD database in SAV format. The Word documents contain all the data in raw form.
DOI: 10.17632/xv869n7x5m
title: Optimization of Construction Material Cost through Logistics Planning Using Different Meta-Heuristic Optimization Algorithms: A Comprehensive Study

description: Meta-Heuristic Algorithms
DOI: 10.17632/k62vt84p9j
title: A Digital Twin for Assessment of Remaining Useful Life of Offshore Wind Turbines Structure.

description: Preprint
DOI: 10.17632/k6wp6ygcfm
title: Surfing on curved surfaces—The Maple Package Surf

description: Curved structures are ubiquitous in nature, particularly in applied mathematics. The systems where they are present include membranes, interfaces, curved spacetime, fluid mechanics, etc. In contrast, the cumbersome aspects of some calculations, sometimes make the use of differential–geometric tools to model systems in curved space, infeasible for practical analytical purposes. In this work, we introduce Surf, a Maple package for differential geometry of surfaces, with functions to ease interdisciplinary modeling in curved systems. The main idea is to have a parameterized surface as input and, as output, a model system on curved surface. The usual operators for a given surface are implemented, so that an arbitrary model can be immediately mapped from flat to curved space. The simplicity of our approach is illustrated with some applications in a variety of interdisciplinary problems: diffusion on a curved space, quantum mechanics on surfaces, and modeling the trajectory of a C. elegans worm. We hope that this package will contribute for easing the implementation of mathematical modeling on surfaces in general.
DOI: 10.6084/m9.figshare.4746916.v1
title: Raw Data from All 3 Groups

description: Response: 1 = Sure New; 6 = Sure Old;rt = reaction time for recognition judgment;Session: 1 = day 1; 2 = day 2;Status: dist = distractor (i.e., "New" item); targ = target (i.e., "old" item);Reward: No = distractor item; (i.e., never paired with a reward value); Hi = high reward item; Lo = Low reward item;Acc = recognition accuracy (1 =correct; 0 = incorrect);sub = subject number;gains = total amount earnedPayment: credit = credit group experiment 1; cash = cash group experiment 1; extra credit = credit group experiment 2;<br> sub payment 201 Credit 202 Cash 203 Cash 204 Cash 205 Credit 206 Cash 207 Cash 208 Cash 210 Credit 211 Credit 212 Cash 213 Credit 214 Credit 215 Cash 216 Cash 217 Credit 218 Credit 219 Credit 220 Credit 221 Credit 223 Cash 224 Credit 225 Credit 226 Credit 227 Credit 228 Credit 229 Credit 230 Credit 231 Cash 232 Credit 233 Cash 234 Cash 235 Cash 236 Cash 237 Cash 238 Cash 240 Cash 241 Cash 242 Cash 243 Cash 244 Cash 245 Cash 246 Credit 247 Credit 248 Credit 301 extra 302 extra 303 extra 305 extra 307 extra 308 extra 309 extra 310 extra 312 extra 314 extra 315 extra 316 extra 317 extra 318 extra 319 extra 321 extra 324 extra 326 extra 327 extra 330 extra 332 extra 334 extra 336 extra
DOI: 10.6084/m9.figshare.28124306.v1
title: Data provided by Etch / Polygon

description: From Jon Woyame:<br>Hi Polygon team,<br>We dug into the data and have some extracts for you.There are 122,000 airbag alerts that have been generated over the Phase 1 test period. These are included in full, around 40MB uncompressed.There are a LOT of Road IQ predictions and we realized that a 2 week export was going to be around 1 TB of raw data. Since the upload limit is 20GB, we created a 20GB raw data export of Road IQ data. Unfortunately for that reason, this dataset only covers one day.
DOI: 10.6084/m9.figshare.7484282.v1
title: MOESM2 of An NIRS-based assay of chemical composition and biomass digestibility for rapid selection of Jerusalem artichoke clones

description: Additional file 2. Raw NIRS data.
DOI: 10.17632/r3pwvjdfvh
title: Explaining Long-Term Bond Yields Synchronization Dynamics in Europe - Replication Package

description: This repository contains all the data files and codes to reproduce the results of our paper "Explaining Long-Term Bond Yields Synchronization
Dynamics in Europe" by Jesús Crespo Cuaresma and Oscar Fernandez, submitted to the journal Economic Modelling.
DOI: 10.6084/m9.figshare.21291774.v1
title: LULC data

description: The LULC data of the GBA in 2020.
DOI: 10.6084/m9.figshare.5097142.v1
title: Supplementary Material for: Weight Bias: A Systematic Review of Characteristics and Psychometric Properties of Self-Report Questionnaires

description: <b><i>Background:</i></b> People living with overweight and obesity often experience weight-based stigmatization. Investigations of the prevalence and correlates of weight bias and evaluation of weight bias reduction interventions depend upon psychometrically-sound measurement. Our paper is the first to comprehensively evaluate the psychometric properties, use of people-first language within items, and suitability for use with various populations of available self-report measures of weight bias. <b><i>Methods:</i></b> We searched five electronic databases to identify English-language self-report questionnaires of weight bias. We rated each questionnaire's psychometric properties based on initial validation reports and subsequent use, and examined item language. <b><i>Results:</i></b> Our systematic review identified 40 original self-report questionnaires. Most questionnaires were brief, demonstrated adequate internal consistency, and tapped key cognitive and affective dimensions of weight bias such as stereotypes and blaming. Current psychometric evidence is incomplete for many questionnaires, particularly with regard to the properties of test-retest reliability, sensitivity to change as well as discriminant and structural validity. Most questionnaires were developed prior to debate surrounding terminology preferences, and do not employ people-first language in the items administered to participants. <b><i>Conclusions:</i></b> We provide information and recommendations for clinicians and researchers in selecting psychometrically sound measures of weight bias for various purposes and populations, and discuss future directions to improve measurement of this construct.
DOI: 10.17870/bathspa.15124167.v1
title: D4D: Electric Bodies - 'Making Merry' poetry and interview content

description: D4D (Disability and Community: Dis/engagement, Dis/enfranchisement, Dis/parity and Dissent) was a four year AHRC Connected Communities project investigating issues around disability and community.<br>Electric Bodies was one of the eight project strands. It explored the relationship between the disabled artist and the disability arts community through a series of extensive life history interviews edited into transcription poetry cycles. <br><br>'Making Merry' is a cycle of transcription poems written by Allan Sutherland. They are based on interviews conducted by Sutherland with the writer, performer and athlete Robin Surgeoner.<br>The poems cover Surgeoner's childhood in Reading and Hong Kong and his connection with the water that started with being given hydro exercises and led eventually to Paralympic gold. He discusses his musical career from joining Dan Dare's Dog at university through to his development of Angryfish as a stage persona, a band and a training organisation. Surgeoner describes his poetry, songwriting, The Why Festival, and the evolution of his show 'All the Things We Could Have Been'.<br><br>This item contains the following files:<br>The poems (PDF)Recording of Allan Sutherland reading the poems (MP3)Transcript of the interviews (2 x PDF)Audio of the interviews (2 x MP3)<br><br><b>This content has been uploaded with the permission of the creators. This content is under copyright and may not be used without permission. Use of this repository acknowledges cooperation with its policies and relevant copyright law.</b>
DOI: 10.6084/m9.figshare.3482477.v1
title: Supplementary Material for: CFH Y402H and VEGF Polymorphisms and Anti-VEGF Treatment Response in Exudative Age-Related Macular Degeneration

description: <i>Purpose:</i> The aim of this study was to evaluate the prevalence of single nucleotide polymorphisms (SNPs) in complement factor H (CFH) Y402H and VEGF rs2146323 and rs699947 in exudative age-related macular degeneration (AMD) and their relationship with intravitreal anti-VEGF treatment response. <i>Methods:</i> A total of 109 exudative AMD patients and 70 controls were included. Patients were classified as ‘good responders' and ‘nonresponders' based on the changes in best corrected visual acuity, central foveal thickness, lesion size, and the persistence of retinal hemorrhage after three dosages of anti-VEGF. We examined CFH, VEGF rs2146323 and rs699947 SNPs, and plasma interleukin-6 (IL-6) levels in both groups. <i>Results:</i> In total, 42 patients (38.5%) and 11 controls (15.7%) had homozygote wild genotype TT (p = 0.002). The variant C allele frequency was 45% in controls and 31.7% in patients (p = 0.011). A and C allele frequencies for VEGF rs699947 and rs2416323 were similar between the control and patient groups (p = 0.947, p = 0.378). Both SNPs were similar in responders and nonresponders. No significant difference was detected between plasma IL-6 levels of the control and AMD groups (p = 0.594), but the levels were higher in good responders than nonresponders (p &lt; 0.001). <i>Conclusion:</i> CFH Y402H SNP might be protective for AMD in the Turkish population. VEGF rs2146323 and rs699947 SNPs have no relationship to exudative AMD formation, and none of these seem to have any effect on anti-VEGF response.
DOI: 10.6084/m9.figshare.23635449.v1
title: Assessing the success of marine ecosystem restoration

description: The file NatComm Dataset includes the complete Dataset used for the analyses.

The file script_def.zip reports the codebook.
DOI: 10.6084/m9.figshare.25288816.v1
title: Lead Bioremediation using<i>Tagetes patula</i>

description: Lead Phytoremediation by <i>Tagetes patula</i> in Urban Lead-Contaminated Soils Treated with EDTA and Arbuscular Mycorrhizal Fungi.
DOI: 10.17632/wwgdbwrbxr
title: Proteome Data of Akkermansia muciniphila Ameliorates Fatty Liver through Microbiota-Derived α-Ketoisovaleric Acid Metabolism and Hepatic PI3K/Akt Signaling

description: Proteome Data of mice.
DOI: 10.6084/m9.figshare.26484532.v1
title: Supplementary Material for: Treatment of a complex case of scleromyxedema using a novel IVIg preparation

description: Abstract
Introduction: We provide a case report on a patient with scleromyxedema treated with high-dose intravenous immunoglobulins (IVIg) who reported less fatigue and fewer headaches after transitioning to Yimmugo, a novel IVIg preparation. Scleromyxedema is a rare and chronic cutaneous mucinosis, frequently associated with monoclonal gammopathy and systemic complications, which may be life-threatening. The disease is characterized by papular eruptions and sclerosis of the skin. Treatment of skleromyxedema is challenging because of its unclear pathogenesis. High-dose intravenous immunoglobulins (IVIg) are a promising treatment option to improve cutaneous manifestations. 
Case presentation: We present the case of a 57-year-old patient with scleromyxedema and monoclonal gammopathy with end stage renal failure on haemodialysis (three times a week). Stabilization of skin symptoms was finally achieved by high-dose IVIg therapy administered at 2g per kg bodyweight distributed over two days every three weeks. However, disease stabilization came at the expense of flu-like side effects that significantly affected daily life. After transitioning to Yimmugo® the patient reported an improved quality of life. 
Conclusion: Further follow-up is essential to conclusively evaluate effectiveness and tolerability of this novel IVIg preparation.
DOI: 10.6084/m9.figshare.28195322.v1
title: nl_limburg_s1_results.zip

description: This zip file provides two folders containing the expected output from running the <code>Example_run.ipynb</code> notebook in the CarolineRadarCodingToolbox repository (https://github.com/TUDelftGeodesy/CarolineRadarCodingToolbox_org).The <code>Example_run.ipynb</code> file is located in the <code>examples</code> folder of the repository. When executed, it generates two subfolders as results:<code>nl_limburg_s1_asc_t088_test</code><code>nl_limburg_s1_dsc_t139_test</code>Users can compare their output with the contents of these subfolders to verify that their results align.