cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.6084/m9.figshare.21541650.v3
title: A corpus of machine-annotated incident reports of medication errors

description: Our dataset contains 478,175 named entities related to medication errors and also differentiates between incident types by recognising discrepancies between what was intended and what actually occurred. <br> To use this dataset, one should also cite this original data source: Medical Adverse Event Information Collection Project [Iryō jiko jōhō shūshū-tō jigyō] Japan Council for Quality Health Care; 2022 [Available from: https://www.med-safe.jp/index.html.]
DOI: 10.6084/m9.figshare.24121281.v1
title: Summary statistics from <i>Novel Risk Loci in Tinnitus and Causal Inference With Neuropsychiatric Disorders Among Adults of European Ancestry</i>

description: Summary statistics from Clifford et al., 2020 (doi:10.1001/jamaoto.2020.2920).Please refer to original publication for detailed study information and phenotype definitions.
DOI: 10.6084/m9.figshare.16610488.v3
title: IrO2/RuO2 training set and complexions

description: Bootstrapping training set and final complexions for IrO2 and RuO2 surfaces as applied in respectively obtained from an iterative global optimization.<br>Reference method is Quantum Espresso.Machine Learning done via Gaussian Approximation Potential.For more details, see the respective publication by Jakob Timmermann and Yonghyuk Lee
DOI: 10.6084/m9.figshare.16649773.v3
title: Yost Index with 90% confidence intervals (with all contributing source files - LARGE)

description: We extend our previous work with the Yost Index by adding 90% confidence intervals to the index values. These were calculated using the variance replicate estimates published in association with the American Community Survey of the United States Census Bureau. <br> In the file yost-tract-2015-2019.csv, the data fields consists of 11-digit geographic ID built from FIPS codes (2 digit state, 3 digit county, 6 digit census tract); Yost index, 90% lower confidence interval; 90% upper confidence interval. Data is provided for 72,793 census tracts for which sufficient data were available. The Yost Index ranges from 1 (lowest socioeconomic position) to 100 (highest socioeconomic position). <br> For those only interested in using the index as we have calculated it, the file yost-tract-2015-2019 is the only file you need. The other 368 files here are provided for anyone who wishes to replicate our results using the R program yost-conf-intervals.R. The program presumes the user is running Windows machine and that all files reside in a folder called C:/yostindex. The R program requires a number of packages, all of which are specified in lines 10-22 of the program. <br> Details of this project were published in <strong>Boscoe FP</strong>, Liu B, LaFantasie J, Niu L, Lee FF. Estimating uncertainty in a socioeconomic index derived from the American Community Survey<em>. SSM-Population Health</em> 2022; 18: 101078. Full text <br> Additional years of data following this format are planned to be added to this repository in time.<br>
DOI: 10.6084/m9.figshare.17371853.v1
title: Characterization of sampling sites and raw data used in the work "Priming effects in soils across Europe".

description: Details about location, land use, predominant vegetation of each sampling site and partial raw data used in the work "Priming effects in soils across Europe".
DOI: 10.6084/m9.figshare.29060333.v1
title: <b>Determinants of Cryptocurrency Adoption in Malaysia</b>

description: The study aimed to investigate the function of behavioural intention as a mediator in the context of cryptocurrency adoption. This study employed systematic random sampling in accordance with the research aims. A questionnaire was used to collect cross-sectional data from cryptocurrency consumers
DOI: 10.6084/m9.figshare.6810707.v1
title: Controls

description: EEG data from control subjects (all healthy boys). Age of the subjects is in the docx file. <br> At the top of each EEG file is the name/position of the electrodes <br><br> Record data is as follows:<br> 256 Hz, a high pass (frequency cut-off: 0.05 Hz), a low pass (frequency cut-off: 80 Hz) and a notch filter (50 Hz).
DOI: 10.17632/c5k8d775bp
title: A multi-objective multi-fidelity optimisation algorithm

description: Explanation for folder: 
1. The INPUT folder contains the data for the disassembly process model (TAOG) for each test instance. We constructed 10 test instances of different scales.
2. The OUTPUT folder gives the performance results of all algorithm.
3. The CPLEX_CODE folder contains the CPLEX implementation for two samll-scale test instances, E1 and E2.
DOI: 10.6084/m9.figshare.12409520.v1
title: Data for Antimicrobial Susceptibility Prevalence in Cotonou-Benin

description: A retrospective analysis was carried out on results and antibiograms of cultures of urine and vaginal swabs from suspected cases of UTI and VI respectively, at the Medical Biology Laboratory of IRGIB-Africa University, Cotonou, Benin. The sex and age of patients as well as the species of isolated bacteria and their respective antibiotic susceptibility data were collected from the registration records. The data of patients with ages of less than a year were excluded.<br>
DOI: 10.6084/m9.figshare.12509846.v1
title: Simulated Maximum Flood Extent

description: This dataset is derived by performing Flood2D-GPU on ORNL's SUMMIT supercomputer. <br>The observed high water mark data that is used to compared our simulated dataset can be found from the following study:<br>Watson, K. M., Harwell, G. R., Wallace, D. S., Welborn, T. L., Stengel, V. G., and J. S. McDowell (2018), Characterization of peak streamflows and flood inundation of selected areas in southeastern Texas and southwestern Louisiana from the August and September 2017 flood resulting from Hurricane Harvey: U.S. Geological Survey Scientific Investigations Report 2018–5070, 44 p., https://doi.org/10.3133/sir20185070.<br><br>The GIS dataset can be downloaded at the URL:https://doi.org/10.3133/sir20185070 .
DOI: 10.6084/m9.figshare.19705596.v1
title: Constitutive expression of <i>SlMX1</i> gene improves fruit yield and quality, health-promoting compounds, fungal resistance and delays ripening in transgenic tomato plants

description: Tomato is one of the major economically domesticated crops, and it is extensively used in different ways and purposes worldwide. Cell metabolism is the central core of all the biological processes to sustain life including cell growth, differentiation, maintenance, and response to environmental stress. To evaluate how genetic engineering can improve tomato fruit metabolome, the transcriptomic and metabolomic datasets of two transgenic tomatoes (<i>SlMX1</i> overexpression and RNAi lines) have been compared with wild-type. The combined results demonstrated that the constitutive expression of <i>SlMX1</i> not only increased trichome formation, carotenoids, and terpenoids as has been stated in several studies, but has also up- and down-regulated the expression of multiple genes related to cell growth (cell wall turnover), primary (carbohydrates, vitamins, and phytohormones), and secondary (phenylpropanoids, carotenoids, and terpenoids) metabolism, cell signaling, and stress responses. These changes in gene expression due to the constitutive expression of <i>SlMX1</i> promote the most important agroeconomic traits such as fruit yield and quality, biosynthesis of health-promoting phytochemicals (including phenolic acids, flavonoids, and anthocyanins), and finally, activate resistance to <i>Botrytis cinerea</i> and repress the expression of over-ripening-related genes, thus extending the fruit shelf-life. In conclusion, the traits improvement achieved by <i>SlMX1</i> overexpression can be harnessed in molecular breeding programs to engineer fruit size and yield, induce health-promoting secondary metabolites, promote fungal resistance, and finally extend the fruit shelf-life.
DOI: 10.6084/m9.figshare.24866487.v1
title: <b>Chromosome-level genome assembly</b><b> of</b><b> </b><b><i>Pontederia</i></b><b><i> </i></b><b><i>cordata</i></b><b> </b><b>L.</b><b> </b><b>provide</b><b>s</b><b> insights into </b><b>its genetic characteristics and adaptive evolution</b>

description: data for "<b>Chromosome-level genome assembly</b><b> of</b><b> </b><b><i>Pontederia</i></b><b><i> </i></b><b><i>cordata</i></b><b> </b><b>L.</b><b> </b><b>provide</b><b>s</b><b> insights into </b><b>its genetic characteristics and adaptive evolution"</b>
DOI: 10.6084/m9.figshare.1444357.v1
title: Visual modeling results: color and brightness contrasts

description: The data file shows the results of visual modeling of differently colored frogs (color contrast =DS and brightness contrasts =DL) for different predator clases .
DOI: 10.6084/m9.figshare.27161463.v1
title: Supplementary Material for: Associations between type of bariatric surgery and obstructive sleep apnoea, employment outcomes, and body image satisfaction: A systematic review and meta-analysis

description: Abstract
Introduction: Bariatric surgery has been shown to provide significant patient benefits in terms of weight loss and mitigation of obesity linked co-morbidities, as well as providing improvements in occupational productivity and patient quality of life. However, the choice of which bariatric surgery procedure provides the most patient benefit in each of these cases is still in question. In this study we provide a systematic review, with the objective of evaluating associations between different bariatric surgery procedures and mitigation of obesity linked co-morbidities, improvement in occupational productivity, and patient quality of life, concentrating on three areas: obstructive sleep apnoea (OSA), employment prospects and body image. 
Methods: The CINAHL, PubMed, Web of Science, and CENTRAL databases were searched for eligible studies. Summary risk ratio (RR) and 95% confidence intervals were estimated using random-effects models. Thirty-three studies were included in this review, including 29 cohort studies and 4 randomised clinical trials (RCTs). 
Results: Pooled analysis of the observational studies showed significantly lower OSA remission in sleeve gastrectomy (SG) compared to Roux-en-Y gastric bypass (RYGB) across both short-term (1-2 years) and longer-term (3+ years) follow-up periods, (RR=0.91, 95% CI = 0.84–0.99, p=0.02 and RR=0.88, 95% CI = 0.65–0.99, p=0.03 respectively). In contrast, a metanalysis of the RCT studies found no difference in OSA remission between SG and RYGB (RR=1.01, 95% CI = 0.81–1.25, p=0.93). An analysis of four studies showed significantly higher OSA remission for SG versus Adjustable Gastric Band (RR=1.83, 95% CI = 1.57–2.14, p&lt;0.001). No significant difference was observed regarding improvement in employment status between SG and RYGB (RR=0.77, 95% CI = 0.32–1.87, p = 0.57). A narrative synthesis of studies on body image reported no significant differences between body image scores and surgery types. 
Conclusion: This review found significantly lower OSA remission in SG as compared to RYGB across different follow up periods, while no significant statistical difference was observed in RCTs studies. Further studies are recommended to assess the effectiveness of the various bariatric surgeries in relation to improving employment status and body image, where primary studies are lacking.
DOI: 10.6084/m9.figshare.28892792.v1
title: Data files used for Risso’s dolphin site fidelity in the western Mediterranean Sea: the importance of submarine canyons

description: Knowledge on the distribution of species provides baseline information towards their conservation and the management of human activities affecting them. For endangered species, such as the Risso’s dolphin (<i>Grampus griseus</i>)<i> </i>in the Mediterranean Sea, highlighting the areas within their distribution range to which individuals regularly return can reveal patterns of site fidelity. For Risso’s dolphin this information is scarce in the Mediterranean Sea. Photo-identification was used to assess Risso’s dolphin site fidelity patterns in the Garraf submarine canyon system (NW Mediterranean Sea). Data collected along 237 boat surveys between 2017 and 2023 resulted in 56 sightings and 364 unique individuals. Eight Site Fidelity Indices (SFIs) were calculated for each individual based on three indicators: Occurrence, Permanence and Periodicity. A Divisive Hierarchical Clustering analysis based on the eight SFIs was used to detect different degrees of residency. Individuals seen in more than two months were divided into three clusters and defined as seasonal residents, regular and occasional visitors, whereas individuals seen only in one month were considered to be transient. Results show the importance of the Garraf submarine canyon system for Risso’s dolphin and highlight the need to expand the photo-identification studies to further regions to better understand the distribution and movements of the species in a wider context in the western Mediterranean Sea.
DOI: 10.6084/m9.figshare.29150453.v1
title: <b>Light Free Iridium Luciferase Conjugates Enable Carbon Centered Radical Proximity Labeling and Deep Tissue Microenvironment Mapping</b>

description: Carbon-centered radicals offer unmatched nanometer-scale precision for proximity labeling, yet existing light-driven platforms such as μMap are limited by shallow tissue penetration and phototoxicity. We present the first fully light-free, dual-luciferase BRET system that redefines in vivo proximity proteomics. A bespoke Ir(III) photocatalyst-[Ir(dF(CF₃)ppy)₂(bpy-N₃-maleimide)]PF₆ is site-specifically tethered to both EGFR-targeting antibodies and luciferases (NanoLuc or RLuc8.6-535), placing the catalyst and donor within 10 nm for on-demand single-electron transfer. This architecture generates high-efficiency carbon radicals deep within tissue (&gt;3 mm) without any external light source, eliminating phototoxicity while preserving nanometer spatial resolution. By leveraging NanoLuc’s intense emission and RLuc8.6-535’s spectral isolation, we achieve unprecedented signal-to-noise ratios and proteome coverage—unlocking a truly in vivo-compatible route for spatially resolved microenvironment mapping.
DOI: 10.6084/m9.figshare.3843534.v1
title: Supplementary Material for: Hemin and Cobalt Protoporphyrin Inhibit NLRP3 Inflammasome Activation by Enhancing Autophagy: A Novel Mechanism of Inflammasome Regulation

description: Inflammasomes are intracellular protein platforms, which, upon activation, produce the highly proinflammatory cytokines interleukin (IL)-1β and IL-18. Heme, hemin and their degradation products possess significant immunomodulatory functions. Here, we studied whether hemin regulates inflammasome function in macrophages. Both hemin and its derivative, cobalt protoporphyrin (CoPP), significantly reduced IL-1β secretion by cultured human primary macrophages, the human monocytic leukemia cell line and also mouse bone marrow-derived and peritoneal macrophages. Intraperitoneal administration of CoPP to mice prior to urate crystal-induced peritonitis alleviated IL-1β secretion to the peritoneal cavity. In cultured macrophages, hemin and CoPP inhibited NLRP3 inflammasome assembly by reducing the amount of intracellular apoptosis-associated speck-like protein containing a caspase-recruitment domain (ASC). The reduction of ASC was associated with enhanced autophagosome formation and autophagic flux. Inhibition of autophagy prevented the CoPP-induced depletion of ASC, implying that the depletion was caused by increased autophagy. Our data indicate that hemin functions as an endogenous negative regulator of the NLRP3 inflammasome. The inhibition is mediated via enhanced autophagy that results in increased degradation of ASC. This regulatory mechanism may provide a novel approach for the treatment of inflammasome-related diseases.
DOI: 10.17632/wshv3t858k
title: Food Addiction among University Students: The Effect of Mindful Eating 

description: Food Addiction among University Students The Effect of Mindful Eating
DOI: 10.6084/m9.figshare.12518660.v2
title: Deep ancestral introgression shapes evolutionary history of dragonflies and damselflies

description: All assembled transcriptomes, alignments, inferred gene and species trees, fossil calibrated phylogenies, paleontological record, PhyloNet results, QS results and introgression results.<br><b>alignments</b>: Different MSAs in fasta format with corresponding locus partition files<b>introgression_results</b>: Compiled output results from Hyde (with taxa map),Dfoil and QuIBL <b>mcmctree_trees_correct</b>: Labeled ML tree (Odonata.tre) for divergence time estimation with the results from 5 independent MCMCtree runs. The mcmc.txt files can be used in Tracer to verify convergence. <b>odonatoptera_fossil_record</b>: Fossil record from PaleoDB <b>phylonet_results</b>: Inferred phylogenetic networks and tested reticulation events <b>qs_results</b>: quartet sampling results <b>trees</b>: All estimated species trees<b>trinity_transcriptomes</b>: All assembled Trinity transcriptomes
DOI: 10.17632/2n3sc78mph
title: Sustainable Consumption Intention in Vietnam 

description: The survey was conducted in both direct and online form in November 2021 in Vietnam. The dataset was collected through 2 survey parts: the first part explores the respondents' demographic characteristics including gender, age, education level, marital status, and income, the second part explores respondents' consent to statements related to factors affecting sustainable consumption intention.
DOI: 10.17632/b2hk6wnfn9
title: CUMT Hydrogen energy and fuel cell lab

description: This is the original experimental data for the industrial-sized SOFCs
DOI: 10.17632/b47nz2g3gb
title: Probabilistic Subsurface Characterization Using Stein Variational Gradient Descent with Autoencoder Neural Network

description: This repo provides codes and datasets for our paper Geostatistical Inversion for Subsurface Characterization Using Stein Variational Gradient Descent with Autoencoder Neural Network: An Application to Geologic Carbon Sequestration.
DOI: 10.17632/xbzd2fjd3p
title: Sapodilla(Manilkara zapota) Fruit: A Comprehensive Approach for Agricultural Automation

description: Sapodilla (Manilkara zapota), also called chickoo, is a valuable tropical fruit. It is being widely cultivated in countries such as India, Mexico, and Thailand. The sapodilla is rich in both sweetness and nutrient content. The dataset contains 1518 images of sapodilla and was collected from village: Rahu, Dist: Pune, State: Maharashtra, India, during a period between 18/02/2025 and 22/02/2025. The dataset contains 4 folders namely 1) Anthracnose 2) Bacterial rot 3) Healthy 4) Sap bleeding.
DOI: 10.6084/m9.figshare.25539493.v2
title: Genome assembly and annotations of A. distichum and F. ovata

description: This project aims to provide the genome assembly and annotations of <i>A. distichum</i> and <i>F. ovata</i> using a combination of NGS sequenceing and Hi-C scaffolding.
DOI: 10.6084/m9.figshare.26999311.v1
title: CATs Cloud Application Treatments Model Survey

description: Survey data from a pool of experts specializing in cloud transformation to validate the effectiveness of the 17 CATs model. This data is shared as part of a published paper where the full research is described.
DOI: 10.6084/m9.figshare.28219262.v1
title: Investment Mathematics Test Data

description: A dataset on the ratings of college students in a 6-item test in investment mathematics course.
DOI: 10.6084/m9.figshare.c.3666502_d45.v1
title: Example of Egyptian fruit bat vocalization - Social call (1)

description: An example of a single syllable of an Egyptian fruit bat social vocalization (one of many variations found in the database)
DOI: 10.17632/8scdmfdcfb
title: Datasets on CFRP specimens subjected to compression after impact tests

description: This dataset is developed to study carbon fiber reinforced plastics laminates after compression after impact tests. It is related to a Data in Brief article, which describes the experiment in detail, and the main article on how the authors used the datasets. The compression after impact tests were conducted after the low velocity impact testing with various conditions, changing the impactor shape, the impact energy and the stacking sequence, which generates barely visible impact damage. See the other Mendeley data URLs to find the data after the low velocity impact testing.

1_Low velocity impact testing condition
2_Specimen size
3_Specimen image
4_Compression after impact testing raw data
5_Compression after impact strength
DOI: 10.17632/z3kggjbbkr
title: Supplementary Table 1. Basic characteristics of patients with invasive small-diameter melanoma compared to larger diameter melanoma 

description: Supplementary Table 1.  Basic characteristics of patients with invasive small-diameter melanoma compared to larger diameter melanoma. Article title: "A retrospective study of small-diameter invasive melanomas: metastasis at diagnosis and 9-year follow-up".
DOI: 10.6084/m9.figshare.956191.v1
title: Specimen citations across phyla for various museums

description: Radar graphs showing for several museums, the log of the number of papers citing their specimens using the museum's acronym as well as a unique specimen code, for each phylum.
DOI: 10.17632/26956f94vz
title: RT-PCR (Gene Expression Profiling of Key Oncogenes and Tumor Suppressor Genes in Leukemia)

description: This study investigates the expression profiles of key oncogenes (FLT3, MYC, CXCR4, KIT) and tumor suppressor genes (TP53, RUNX1, BCR-ABL1) in leukemia patients compared to healthy controls. Using RT-qPCR, significant dysregulation of these genes was observed, highlighting their potential roles in leukemia progression. The findings suggest these genes as promising biomarkers for early diagnosis and therapeutic targets. Statistical analysis revealed significant correlations between specific genes, providing insights into their interactions in leukemia. This research contributes to understanding the molecular mechanisms of leukemia and supports the development of targeted therapies for improved patient outcomes.
DOI: 10.17632/hwtsk8zj28
title: Clinical Presentations and Outcomes of Cutaneous Metastases from Prostate Cancer: A Systematic Review

description: Supplementary Figure 1: PRISMA diagram
Supplementary Table 1: Search strategy
Supplementary Table 2: Studies included in the review
DOI: 10.17632/nm95xp38rf
title: Artificially simulated masked face dataset

description: This dataset contains faces and masked faces detected and cropped by YOLOv3 from existing public datasets and videos. The cropped faces are in various size and resolutions and they are labeled as no-mask face and masked face. It contains 835 masked faces and 1227 no-mask faces with large variety of image sizes. The largest size is 608x883 and the smallest is 3x4.
DOI: 10.17632/s7wrtr3792
title: Social media addiction on reading practice among BD students

description: This is a dataset of university students in Bangladesh, for the primary purpose of the research titled, 'The effects of social media addiction on reading practice: ​ a survey on university students in Bangladesh​'.