cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.6084/m9.figshare.22786166.v1
title: <b>Mapping density, diversity and species-richness of the Amazon tree flora</b>

description: Files for "<b>Mapping density, diversity and species-richness of the Amazon tree flora</b>"PlotData.csv: Plot metadata and diversity data, needed to run the R-scripts, plus references.PlotsAbiotic.csv: Abiotic metadata for all plots, needed to run R-scriptsAmazonLowLandForestRaisg.csv: Coordinate file of Amazon forest (0.1 degree), withing Raisg boundary.SoterRaisg.asc: Raster PlotsAbiotic.csv: Abiotic metadata for all plots, needed to run R-scriptsTreeDiversityFunctions.R: Functions need to run R-scriptTreeDiversityScript.R: R-script to create all outputTreeDensity.asc: raster file of estimated tree density of Amazon forestTreeDiversity.asc: raster file of fisher's alpha (0.1 degree) of Amazon forest TreeRichness_ha.asc: raster file of species richness/ha (0.1 degree) of Amazon forest TreeDiversityPoster01.tif: High resolution poster of tree diversity (Fisher's alpha) of Amazon forestTreeDiversityPoster02.tif: High resolution poster of tree species richness/ha of Amazon forest
DOI: 10.6084/m9.figshare.25656324.v1
title: Supplementary Material for: Prevalence and risk factors of poststroke dysphagia: A meta-analysis

description: Introduction: In patients with stroke, poststroke dysphagia (PSD) is a common complication that plays an important role in morbidity and mortality. The aim of this paper is to assess the prevalence and risk factors of PSD using a systemic review and meta-analysis. 
Methods: PubMed, EmBase, Cochrane Library, and Web of Science databases were systematically searched for potentially eligible studies published until September 2023. Further, the pooled incidence and risk factors for PSD were determined using a random-effects model. Overall, 58 studies involving 37,404 patients with acute stroke were selected for the meta-analysis. 
Results: The pooled incidence of PSD in patients with acute stroke was 42% (95% confidence interval [CI]: 36%–48%), which is the highest in South America (47%) and lowest in Asia (37%). Notably, older age (odds ratio [OR]: 2.13; 95% CI: 1.53–2.97; P &lt; 0.001), hypertension (OR: 1.23; 95% CI: 1.06–1.44; P = 0.007), diabetes mellitus (OR: 1.22; 95% CI: 1.04–1.44; P = 0.014), stroke history (OR: 1.26; 95% CI: 1.04–1.53; P = 0.019), and atrial fibrillation (OR: 1.58; 95% CI: 1.02–2.44; P = 0.039) were found to be associated with an increased risk of PSD. Conversely, sex differences, smoking, alcoholism, obesity, hyperlipidemia, ischemic heart disease, stroke type, and the hemisphere affected were not associated with the risk of PSD. 
Conclusion: The abstract reports the prevalence of PSD in patients with acute stroke and identified potential risk factors for PSD, including older age, hypertension, diabetes mellitus, stroke history, and atrial fibrillation.
DOI: 10.6084/m9.figshare.1213149.v1
title: Oct23-2014-6000-tweets-about-Ottawa

description: 6000 tweets collected at 10 am eastern standard time using NodeXL Version 1.0.1.333, from a twitter search for 'Ottawa'. Collected in the aftermath of the Ottawa Shooting at Parliament Hill. The nodexl file contains the timestamp of the tweet, the direct status url, and the text of the tweet. The csv file is the simple directed network of tweeter-tweetee. The Gephi file uses the csv file via import edges. It has been searched for modularity (at a resolution of 1.5), coloured by modules, and filtered for the five largest modules. The nodes have been resized for eigenvector centrality. I felt it important to capture the largest snapshot of tweets that I was able.
DOI: 10.6084/m9.figshare.16577462.v1
title: Data set for the Three-Factor Eating Questionnaire validation

description: This dataset was collected due to the Three-factor eating questionnaire (TFEQ) validation in the Russian sample and composed of three groups. All data were collected from university students in Stavropol Krai, Russia, and primarily studied at the North-Caucasus federal university. Respondents were surveyed in 2019-2020 years. The data includes results from 3 samples: (1) The main (experimental group) of 213 respondents. They were surveyed by: a. The unified version of TFEQ (51 items, TFEQ-51-Ru-mod). This version was radically shortened through structural equation modeling (SEM) to the validated model of 15 items (TFEQ-Ru15) with quite better psychometric characteristics b. Morosanova’s Self-Regulation Profile Questionnaire (SRQM, in Russian) was used for assessing cognitive-operational competencies and regulatory-personal features: goals planning, modeling of significant conditions, programming of actions, estimation of results, regulatory flexibility, and independence. All features were considered as possible predictors of eating behavior. c. The Russian shortened version of the Perceived Stress Scale (Cohen et al., 1983; Cohen & Williamson, 1988). Data from first and second control groups were collected only for obtaining psychometric characteristics of the most common TFEQ versions. (2) Control group of 669 respondents provided data for 18-items TFEQ version, TFEQ-18-2004 (de Lauzon, B., Romon, M., Deschamps, V., Lafay, L., Borys, J.-M., Karlsson, J., Ducimetière, P., Charles, M. A., & Fleurbaix Laventie Ville Sante (FLVS) Study Group. (2004). The Three-factor eating questionnaire-R18 is able to distinguish among different eating patterns in a general population. The Journal of Nutrition, 134(9), 2372–2380. https://doi.org/10.1093/jn/134.9.2372) translated in Russian by native speakers. (3) Control group of 301 respondents provided data for the original 51-items TFEQ, invented by Stunkard & Messick (1985), translated into Russian by native speakers. So, the file dataset.xlsx contains sheets: - Respondents’ answers in numbers for every item of TFEQ-51-Ru-mod (for SEM, 213 respondents) - Scales values of TFEQ-Ru15, SRQM, and Perceived Stress Scale (for correlation analysis, 213 respondents) - Respondents’ answers in numbers for every item of TFEQ-18-2004 (669 respondents) - Respondents’ answers in numbers for every item of TFEQ-51-unst-intl (301 respondents) Other files content some results: Cronbach's alpha.xlsx This file contains scrutinized results of assessing Cronbach's alpha for all these diagnostic techniques. validation group correlations.xlsx This file contains detailed results for Rank order correlations between scales of TFEQ-Ru15, SRQM, and Perceived Stress Scale (experimental sample of 213 respondents) SEM.zip This archive contains files of structural models for all four TFEQ techniques: TFEQ-Ru15, TFEQ-51-Ru-mod, TFEQ-18-2004, and TFEQ-51-unst-intl, performed in IBM SPSS Amos 23.0. The datafiles for these models as Excel files situated in the same folders.
DOI: 10.6084/m9.figshare.12982880.v1
title: SourceData for "Soil moisture-atmosphere feedbacks mitigate declining water availability in drylands"

description: SourceData for the four figures in "Soil moisture-atmosphere feedbacks mitigate declining water availability in drylands" (Zhou et al. 2020; Nature Climate Change)
DOI: 10.6084/m9.figshare.22323403.v1
title: The information of SLF and S-locus in Rosaceae species

description: <sup>The SLF gene members in Rosaceae genomes were screened and the information of <em>S</em>-locus in Rosaceae genomes was analyzed.</sup>
DOI: 10.6084/m9.figshare.3561249.v1
title: Appendix A. Multiple regression results, height and browsing rate by range sector, and snow-water-equivalent 1985–2012.

description: Multiple regression results, height and browsing rate by range sector, and snow-water-equivalent 1985–2012.
DOI: 10.6084/m9.figshare.25761642.v1
title: Bay of Quinte Cladocera project: long-term changes in cladoceran community and size structure from four dated Bay of Quinte sediment cores (Version 1)

description: Version 1.These data were collected as part of a sediment core (paleolimnological) assessment of the Bay of Quinte, Lake Ontario. The goal of these data was to measure change in cladoceran community and size structure over time in response to historical trophic alteration. Cladoceran counts can be used to quantify assemblage metrics (e.g., relative abundance, diversity, concentration) while size structure responds to changes in predation pressure. Radioisotope activities were measured to construct core dating models and loss on ignition was used to quantify changes in organic and carbonate content. Overall, these data provide an overview of spatial and temporal change within the Bay of Quinte.
DOI: 10.6084/m9.figshare.28847558.v1
title: Supplementary Material for: Multimodality approach to a pediatric craniopharyngioma with mixed histological features

description: Introduction:
Pediatric craniopharyngiomas (CPG) are histologically benign but clinically complex tumors. Traditional mainstays of treatment include surgical resection and radiotherapy. Molecular insights report that children tend to have the adamantinomatous subtype that is driven by the CTNNB1 pathway while papillary CPGs prevalent in the adult population are characterized by BRAFV600E mutations. Mixed histological subtypes are rare. We report an unusual case of a pediatric CPG with both subtypes; and discuss the management strategies in corroboration with contemporary literature.

Case Presentation:
A 11-year-old female presented with symptoms of panhypopituitarism, optic atrophy and bitemporal hemianopia. Magnetic resonance imaging (MRI) brain demonstrated a lobulated cystic-solid sellar-suprasellar lesion. She underwent stereotactic aspiration of the lesion and insertion of an Ommaya reservoir. Intraoperative cyst fluid cytology confirmed wet keratin nodules, characteristic of adamantinomatous CPG. She underwent intracystic interferon-alpha therapy with good response for approximately 7 months. However, tumor progression was noted on subsequent MRI scans, with difficulty aspirating from the Ommaya reservoir. In view of this, the patient underwent an uneventful transsphenoidal resection of the tumor. Histology reported a craniopharyngioma with mixed adamantinomatous and papillary features with BRAFV600E positivity. MRI scans performed 2 months after surgery showed tumor recurrence. Decision was made for a trial of a dabrafenib—a BRAF inhibitor. After commencement of dabrafenib monotherapy for 1 month, radiological evaluation showed good tumor response. At 24 months post-treatment, the patient was well with her tumor in remission. In addition, no treatment-related adverse side effects were observed. 

Conclusion:
We report a unique case of pediatric craniopharyngioma with mixed histological features that was managed successfully via a multimodality approach. Emphases are on molecular profiling of the said lesion, minimizing permanent morbidity and maintenance of quality of life for a growing child. In the context of tumors with BRAFV600E mutations, the use of targeted therapy can be considered.
DOI: 10.6084/m9.figshare.7884974.v1
title: gVCF_HG01188

description: 1000 Genomes gVCF mapped to hs37d5 for HG01188. Complete collection: https://doi.org/10.6084/m9.figshare.c.4414307
DOI: 10.6084/m9.figshare.5675008.v1
title: Synaptic PPI from IntAct (SIA)

description: The dataset contains automatically selected protein-protein interactions from IntAct database https://www.ebi.ac.uk/intact/ with an established role in the presynapse. A selected set of interactions is comprised of protein pairs where at least one protein has established link to the synapse. The confidence level of each interaction is characterised by IntAct MI score.<br>Dataset was downloaded from IntAct database version 4.2.6.<br>
DOI: 10.6084/m9.figshare.25709172.v1
title: experimental raw data

description: raw data of experiments
DOI: 10.6084/m9.figshare.28194605.v4
title: ICSE 2025 - Artifact

description: <b>Mobile Application Coverage: The 30% Curse and Ways Forward</b><br><b>Abstract</b>Testing, security analysis, and other dynamic quality assurance approaches rely on mechanisms that invoke the software under test, aiming to achieve high code coverage. A large number of invocation mechanisms proposed in the literature, in particular for Android mobile applications, employ GUI-driven application exploration. However, studies show that even the most advanced GUI exploration techniques can cover only around 30% of a real-world application. This paper aims to investigate “the remaining 70%”. By conducting a large-scale experiment involving two human experts, who thoroughly explored 61 benchmark and 42 popular apps from Google Play, we show that achieving a substantially larger coverage for real-world applications is impractical even if we factor out known GUI-based exploration issues, such as the inability to provide semantic inputs and the right order of events. The main reasons preventing even human analysts from covering the entire application include application dependencies on remote servers and external resources, hard-to-reach app entry points, disabled and erroneous features, and software/hardware properties of the underlying device. Thus, future investment in GUI-based exploration strategies is unlikely to lead to substantial improvements in coverage. To chart possible ways forward and explore approaches to satisfy/bypass these “blockers”, we thoroughly analyze code-level properties guarding them. Our analysis shows that a large fraction of the blockers could actually be successfully bypassed with relatively simple beyond-GUI exploration techniques. We hope our study can inspire future work in this area; it also provides a realistic benchmark for evaluating such work.<b>Purpose</b>In this artifact, we provide the information about our benchmarks used for manual and tool exploration. We include coverage results achieved by tools and human analysts as well as plots of the coverage progression over time for analysts. We further provide manual analysis results for our case study, more specifically extracted reasons for unreachability for the case study apps and extracted code-level properties, which constitute a ground truth for future work in coverage explainability. Finally, we identify a list of beyond-GUI exploration tools and categorize them for future work to take inspiration from.
DOI: 10.6084/m9.figshare.6196994.v3
title: fMRIPrep - Evaluation Phase II - Manual Ratings

description: Ratings associated to https://doi.org/10.1101/306951<br>
DOI: 10.6084/m9.figshare.9994418.v1
title: Open Data for Social Resilience in Victoria

description: This is an open data set for Social Resilience of communities in Victoria, Australia. Social Resilience is the capacity for groups and communities to preserve and sustain their wellbeing in the face of adverse challenges. This dataset describes the resilience of communities based on eleven socio-economic variables. <br>These variables and their distribution are describes by these Jupyter notebooks across three different statistical areas:<br><b>SA2: </b>https://nbviewer.jupyter.org/github/soda-lab/social-resilience/blob/master/cluster_sa2_preview.ipynb<br><br><b>SA3:</b> https://nbviewer.jupyter.org/github/soda-lab/social-resilience/blob/master/cluster_sa3_preview.ipynb<br><br><b>SA4: </b>https://nbviewer.jupyter.org/github/soda-lab/social-resilience/blob/master/cluster_sa4_preview.ipynb<br><br><br>Input to this program is available in this open AARNet datasets: https://cloudstor.aarnet.edu.au/plus/s/1LPSBl1eyGfc8KK<br><br><br>
DOI: 10.15468/dl.z3swbh
title: Occurrence Download

description: A dataset containing 55 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Observation, Human Observation, Machine Observation, Living Specimen)"
 ]
 }
 },
 "TaxonKey is Pammene aurita Razowski, 1992"
 ]
}

 The dataset includes 55 records from 14 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009481-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.6084/m9.figshare.22662178.v1
title: Emission_factors.xlsx

description: supporting information
DOI: 10.6084/m9.figshare.21532341.v1
title: Ambush site selection by a green bamboo pit viper: Relation to prey abundance and comparison between juveniles and adults

description: Prey density and prey characteristics should consider simultaneously when examining ambush site of <em>Trimeresurus stejnegeri</em>. Stomach content of the snakes suggested that prey with high density did not necessarily forage by the snake. Active season, predator avoidance tactic, and density could overall affect the snake in foraging. In addition, juvenile and adult <em>T. stejnegeri </em>selected different ambushing site without ontogenetic diet shift suggested intraspecific competition may occur in sit-and-wait snakes.
DOI: 10.6084/m9.figshare.15154714.v1
title: De Baets et al Supplementary Table 2 from Phanerozoic parasitism and marine metazoan diversity: dilution versus amplification

description: Diversity data used to perform analyses
DOI: 10.6084/m9.figshare.25476298.v1
title: Motor function(GI) 16s rRNA sequencing data

description: 16s rRNA sequencing of fecal and gastrointestinal gut microbiomes of mice grouped through changes in rotarod and wire suspension test records.
DOI: 10.6084/m9.figshare.28370606.v1
title: <b>Urinary Tract Infections and Antimicrobial Susceptibility: A Retrospective Trend Analysis of Uropathogens at the Greater Accra Regional Hospital, Ghana (2019–2022)</b>

description: This study conducted at the Greater Accra Regional Hospital in Accra, Ghana, sought to assess the burden and trends of UTIs, explore variations in prevalence across age groups and months, and evaluate the distribution and antimicrobial susceptibility patterns of uropathogens to provide evidence-based insights for improving clinical and public health interventions.
DOI: 10.6084/m9.figshare.858906.v4
title: Sample for "In need of creative mobile service ideas? Forget adults and ask young children"

description: Dataset for the study "In need of Creative Mobile Service Ideas? Forget the adults and talk to the children!" It is well acknowledged that innovation is a key success factor in mobile service domain. Having creative ideas is the first critical step in the innovation process. Many studies suggest that customers are a valuable source of creative ideas. However, the literature also shows that adults may be constrained by existing technology frames, which are known to hinder creativity. Instead young children (aged 7-12) are considered digital natives yet are free from existing technology frames. This led us to study them as a potential source for creative mobile service ideas. A set of 41,000 mobile ideas obtained from a research project in 2006 granted us a unique opportunity to study the mobile service ideas from young children. We randomly selected two samples of ideas (N=400 each), one contained the ideas from young children, the other from adults (aged 17-50). These ideas were evaluated by several evaluators using an existing creativity framework. The results show that the mobile service ideas from the young children are significantly more original, transformational, implementable, and relevant than those from the adults. Therefore, this study shows that young children are better sources of novel and quality ideas than adults in the mobile services domain. This study bears significant contributions to the creativity and innovation research. It also indicates a new and valuable source for the companies that seek for creative ideas for innovative products and services.
DOI: 10.6084/m9.figshare.11427189.v3
title: PA-m1

description: PA m=1
DOI: 10.6084/m9.figshare.25345978.v1
title: pathodrugdb_data

description: the resources of pathogenic drug resistance information.
DOI: 10.6084/m9.figshare.25092629.v1
title: Electrode_channels_information.csv

description: Electrode channel information is stored in an “Electrode_channels_information.csv” file, which contains the name, index, angle in polar coordinates, and radius in polar coordinates for each channel.
DOI: 10.6084/m9.figshare.23514777.v1
title: Pre/Post test data.xlsx

description: Pre-/Post- test data of junior primary immersion and non-immersion classes in listening, reading & writing, and speaking & vocabulary.
DOI: 10.6084/m9.figshare.24471787.v1
title: Untitled Item

description: Data on pregnancy outcomes in patients with PCOS undergoing their first FET treatment from Shenzhen Zhongshan Urology Hospital, Shenzhen, China.
DOI: 10.6084/m9.figshare.14213495.v1
title: Isolation and selection of microalgal species, native to Zimbabwe, with potential use in biodiesel production.

description: The data deposited herein shows the triplicate measurements of the growth and lipid yield capabilities of microalgal strains isolated from Manyame River, Zimbabwe.
DOI: 10.6084/m9.figshare.21505389.v2
title: Screening of candidate genes related to differences in growth and development between Chinese indigenous and Western pig breeds

description: Figure S1. Manhattan plots of Fst for comparisons between Neijiang (NJ), Yacha (YC), and Yorkshire (YS) breeds. A: NJ vs YS. B: NJ vs YC. C: YC vs YS. <br> Supplementary tables S1-S5 for this paper. <br>
DOI: 10.6084/m9.figshare.3511616.v1
title: Appendix E. Color versions of the two photographs in Plate 1 (a natural wetland and an agricultural constructed pond in Winona County, Minnesota).

description: Color versions of the two photographs in Plate 1 (a natural wetland and an agricultural constructed pond in Winona County, Minnesota).
DOI: 10.6084/m9.figshare.21191317.v1
title: Protein disulfide isomerase and extracellular adherence protein (Eap) cooperatively potentiate staphylococcal invasion into endothelial cells

description: This data file contains images from Western blots and raw data used for the manuscript "Protein disulfide isomerase and extracellular adherence protein (Eap) cooperatively potentiate staphylococcal invasion into endothelial cells"
DOI: 10.21942/uva.27722724.v1
title: 20241114, Veldhoven, thermal images

description: This dataset includes all raw recordings made in 2023 over the archaeological excavations at Veldhoven (near Eindhoven, The Netherlands). The data has been collected using a Zenmuse XT2 thermal camera and is documented using a metadata sheet.
DOI: 10.6084/m9.figshare.7977035.v1
title: supplementary file

description: Dataset of "Right preference of right-handers in a negative state".<br>
DOI: 10.6084/m9.figshare.19516777.v1
title: TGR_params.csv

description: Parameters of the estimated temperature-growth relationships for all incubated soils.
DOI: 10.6084/m9.figshare.27159324.v1
title: Women Empowerment-Pakistan Dataset

description: The dataset contains the data related to women empowerment from "PSLM Survey of Pakistan"