cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.6084/m9.figshare.5778186.v1
title: Evidence-Based Guidelines for Fatigue Risk Management in Emergency Medical Services

description: <b>Background</b>: Administrators of Emergency Medical Services (EMS) operations lack guidance on how to mitigate workplace fatigue, which affects greater than half of all EMS personnel. The primary objective of the Fatigue in EMS Project was to create an evidence-based guideline for fatigue risk management tailored to EMS operations. <b>Methods</b>: Systematic searches were conducted from 1980 to September 2016 and guided by seven research questions framed in the Population, Intervention, Comparison, Outcome (PICO) framework. Teams of investigators applied inclusion criteria, which included limiting the retained literature to EMS personnel or similar shift worker groups. The expert panel reviewed summaries of the evidence based on the Grading of Recommendations, Assessment, Development and Evaluation (GRADE) methodology. The panel evaluated the quality of evidence for each PICO question separately, considered the balance between benefits and harms, considered the values and preferences of the targeted population, and evaluated the resource requirements/needs. The GRADE Evidence-to-Decision (EtD) Framework was used to prepare draft recommendations based on the evidence, and the Content Validity Index (CVI) was used to quantify the panel's agreement on the relevance and clarity of each recommendation. CVI scores for relevance and clarity were measured separately on a 1–4 scale to indicate consensus/agreement among panel members and conclusion of recommendation development. <b>Results</b>: The EtD framework was applied to all 7 PICO questions, and the panel created 5 recommendations. PICO1: The panel recommends using fatigue/sleepiness survey instruments to measure and monitor fatigue in EMS personnel. PICO2: The panel recommends that EMS personnel work shifts shorter than 24 hours in duration. PICO3: The panel recommends that EMS personnel have access to caffeine as a fatigue countermeasure. PICO4: The panel recommends that, EMS personnel have the opportunity to nap while on duty to mitigate fatigue. PICO5: The panel recommends that EMS personnel receive education and training to mitigate fatigue and fatigue-related risks. The panel referenced insufficient evidence as the reason for making no recommendation linked to 2 PICO questions. <b>Conclusions</b>: Based on a review of the evidence, the panel developed a guideline with 5 recommendations for fatigue risk management in EMS operations.
DOI: 10.17632/mzz3yb7n4g
title: Data for: Emissions Factors from Distributed, Small-Scale Biomass Gasification Power Generation: Comparison to Open Burning and Large-Scale Biomass Power Generation

description: This data is from experiments conducted on a small-scale biomass gasifier electrical generator.
DOI: 10.6084/m9.figshare.12356705.v1
title: SSOCT test dataset for OCTproZ

description: This SSOCT raw data can be used with the "Virtual OCT System" of OCTproZ (https://github.com/spectralcode/OCTproZ/ ). After processing, this SSOCT data shows a piece of laser-burned wood with couple layers of tape. The dimension of the en face view is roughly 2 mm x 4 mm. <br>Suitable settings for the Virtual OCT System are:Bit depth [bits]: 12Samples per raw A-scan: 1664A-scans per B-scan: 512B-scans per buffer: 16Buffers per volume: 16Buffers to read from file: 32<br>Suitable settings for processing with OCTproZ are:Bit shift sample values by 4: checkedFlip every second B-scan: checkedk-linearization: checkedc_0: 0,0c_1: 2016,0c_2: -994,0c_3: 624,0Dispersion Compensation: uncheckedWindowing: checkedWindow Type: HanningFill Factor: 0,95Center Position: 0,50Fixed-Pattern Noise Removal: checkedSinusoidal scan correction: checkedLog scaling: checkedMax value: 100,0Min value: 35,0Multiplicator 1,0Addend: 0,0<br>
DOI: 10.6084/m9.figshare.25909150.v1
title: Datasets and notebooks for reproducibility of manuscript "Exploring de-anonymization risks in PET imaging: Insights from a comprehensive analysis of 853 patient scans"

description: This folder contains everything needed to reproduce the figures from our paper.<b>/notebooks</b>The /notebooks folder contains the code that generated our figures.Results_Denoising.ipynb can be used to reproduce Figure 3, which represents our landmark placement performance with and without denoising step. We also plot the training and validation losses across all folds of our denoising model.Landmark_matching.ipynb can be used to reproduce Figure 4, which illustrates the performance of our landmark matching step between PETs and CTs. This step is a proxy for face detection in the absence of ground truth patient faces, as described in our manuscript.<b>/data</b>This folder contains all the data necessary to reproduce the figures. This data is used in the notebooks. /data/training_metrics contains .npy and .csv files with raw training data (training and validation losses per fold), as well as evaluation metrics such as our normalized version of the Mean Absolute Distance between ground truth landmarks (on CTs) and PET landmarks ( quality_5_fold.csv ), as well as the pourcentage of well placed landmarks before and after denoising ( perc_5_fold.csv )./data/landmarks contains the raw coordinates of each landmark on each morphological reconstruction (that we could not share as it would breach our Data Usage Agreement as explained in the Methods section of our paper) per fold. /data/nearest_neigh_landmarks_repositioning contains the distance matrix from each PET to each CT according to our landmark matching metric for each fold x in [1,5] , with ( distances_fold{x}_aligned.npy ) and without alignement ( distances_fold{x}.npy ).
DOI: 10.6084/m9.figshare.25977199.v1
title: A Frustratingly Easy Way of Extracting Political Networks from Text

description: The dataset accompanying the paper "A Frustratingly Easy Way of Extracting Political Networks from Text" contains data used to validate the extraction of political networks from Chilean political news articles using the GPT-4 language model. The dataset includes a corpus of 1009 news articles mentioning members of the Chilean Chamber of Deputies, metadata on the relationships identified between deputies, and sentiment analysis results. The experimental procedures involve linear regression and node embedding analyses to establish correlations between identified sentiments and legislative voting patterns among deputies.<br>
DOI: 10.6084/m9.figshare.4902104.v1
title: Raw data (In house ELISA based on recombinant ORF2 protein underline high prevalence of IgG anti-Hepatitis E Virus amongst blood donors in South Brazil).xlsx

description: In this excel file we present the experimental raw data of a new indirect ELISA based on a short recombinant peptide derived from the capsid protein of Hepatitis E Virus, genotype 3 (brazilian isolate).
DOI: 10.6084/m9.figshare.5182354.v1
title: Critical current characterisation of SuNAM SAN04200 2G HTS superconducting wire

description: Detailed measurements of the critical current of a commercial 2G HTS REBCO wire as a function of temperature, magnetic field, and field angle, performed at the Robinson Research Institute of Victoria University of Wellington.
DOI: 10.6084/m9.figshare.5549278.v1
title: Plant probiotic bacteria suppress wheat blast fungus Magnaporthe oryzae Triticum pathotype

description: <b>Biological control of fearsome wheat blast by bacterial antagonist from native environment.</b>
DOI: 10.17632/hs67kkzkr5
title: Eisenia fetida and Eisenia andrei microsatellites (sequences and primers)

description: Eisenia fetida microsatellites (sequences and primers)
DOI: 10.6084/m9.figshare.11511219.v3
title: Analyses.R

description: Chi-square test and logistic regression model in the study.
DOI: 10.6084/m9.figshare.12666104.v1
title: Table A1.xlsx

description: Supplementary tables for manuscript entitled: "Phylogeography of the marine pathogen, <i>Vibrio vulnificus</i>, revealed the ancestral scenarios of its evolution" .
DOI: 10.6084/m9.figshare.7609145.v1
title: Correlated Component Analysis

description: Matlab code and data to generate figures for our paper on correlated component analysis (CorrCA):<br><br>Lucas C. Parra, Stefan Haufe, Jacek P. Dmochowski , Correlated Components Analysis - Extracting Reliable Dimensions in Multivariate Data, NBDT Journal, January 2019<br>Please note that some data shared here requires attribution to its original source. <br><br>Source and updates can be found at https://www.parralab.org/corrca/<br>This code and data is stored here for long-term storage. <br>
DOI: 10.17632/crkjvhp2m7
title: knock knee, bow legs, flat foot and pes cavus among children: A prevalence study

description: This is a cross-sectional study will be conducting in the school going children aged between 7 and 16 years around Mullana, Ambala by simple random sampling technique. Q angle will be measured by keeping a thread over the ASIS and midpoint of patella and another line will be drawn from tibial tuberosity and midpoint of patella and angle between them will be measured. And longitudinal arch angle will be measured by marking points over the centre of medial malleolus, navicular tuberosity and first metatarsal head. Then line will be drawn between these points and angle will be measured of each child.
DOI: 10.4121/uuid:bb3286d6-dde1-4e74-9a64-fd4e32f10677
title: Apache Commons Crypto 1.0.0 - Stream CbcNopad Unit Test Software Event Log

description: Extensible Event Stream (XES) software event log obtained through instrumenting the Apache Commons Crypto 1.0.0 using the tool available at {https://svn.win.tue.nl/repos/prom/XPort/}. This event log contains method-call level events describing a single run of the Stream CbcNopad unit test suite for the Apache Commons Crypto 1.0.0 library available and documented at {http://commons.apache.org/proper/commons-crypto/}. Note that the life-cycle information in this log corresponds to method call (start) and return (complete), and captures a method-call hierarchy. We attached a slightly preprocessed variant of this event log, where the execution of each unit test method is represented as a separate trace.
DOI: 10.57912/23889726.v1
title: LandScan 2016 : Global Population Database

description: Using an innovative approach with Geographic Information Systems and Remote Sensing, ORNL’s LandScan is the community standard for global population distribution. At 30 arc-second (approximately 1 km) resolution, LandScan is the finest resolution global population distribution data available and represents an “ambient population” (average over 24 hours). The LandScan algorithm, an R&D 100 Award Winner, uses spatial data and imagery analysis technologies and a multi-variable dasymetric modeling approach to disaggregate census counts within an administrative boundary. LandScan population data are spatially explicit - unlike tabular Census data. Since no single population distribution model can account for the differences in spatial data availability, quality, scale, and accuracy as well as the differences in cultural settlement practices, LandScan population distribution models are tailored to match the data conditions and geographical nature of each individual country and region.
DOI: 10.6084/m9.figshare.16922467.v1
title: seu_obj.h5ad

description: To explore characteristics that might lead to immunopathology in asymptomatic and moderate COVID-19, we performed scRNA-seq together with single-cell V(D)J sequencing using longitudinal PBMCs from 16 hospitalized COVID-19 patients and three healthy controls (HCs) to identify immunological profiles between distinct immune phenotype and disease severity.
DOI: 10.6084/m9.figshare.24764130.v1
title: Supplementary Material for: Scoping Review: Integration of the Major Mechanisms Underlying the Regulation of Arteriolar Tone

description: Cardiovascular diseases (CVD) remain the leading cause of morbidity and mortality worldwide. Arteriolar tone regulation plays a critical role in maintaining appropriate organ blood flow and perfusion distribution, which is vital for vascular and overall health. Impaired arteriolar function has been associated with the evolution and manifestation of various CVD conditions, emphasizing the importance of understanding arteriolar reactivity. This scoping review aims to explore the interplay between five major regulators of arteriolar tone - metabolism (adenosine), adrenergic control (norepinephrine), myogenic activation (intravascular pressure), perivascular oxygen tension, and intraluminal flow rates. Specifically, the aim was to address how arteriolar reactivity changes in the presence of other vasoactive stimuli and by what mechanisms. The review focused on animal studies that investigated the impact of combining two or more of these stimuli on arteriolar diameter. 848 articles were identified through MEDLINE and EMBASE database searches, and 38 studies were included in the final review. The results indicate that arteriolar reactivity is influenced by multiple factors, including competitive processes, structural limitations, and indirect interactions among stimuli. Additionally, the review identified a lack of research involving female animal models and limited insight into the interaction of molecular signaling pathways, which represent gaps in the literature.
DOI: 10.6084/m9.figshare.27257549.v1
title: Table S2 from An endoplasmic reticulum localized acetyl-CoA transporter is required for efficient fatty acid synthesis in Toxoplasma gondii

description: Plasmids used in this study
DOI: 10.17632/vw4s44r3pk
title: Cross-dock trucks input

description: Arrival times and deadlines of trucks
DOI: 10.6084/m9.figshare.1348692.v1
title: BRATS 2013 Leaderboard and Test Datasets

description: These files contain the BRATS2013 Brain tumour data and belong to the International BRATS 2013 Challenge in Image Segmentation from the MICCAI Conference of 2013.<br>Public data can be found in https://www.virtualskeleton.ch/BRATS/Start2013<br>More information can be found in https://wiki.cancerimagingarchive.net/display/Public/NCI-MICCAI+2013+Grand+Challenges+in+Image+Segmentation<br>The BRATS2013_CHALLENGE.zip file contains the 10 test cases released for the evaluation of the methods that participated in the Challenge.<br>The BRATS_Leaderboard.zip file conforms the Learderboard set used to perform an initial ranking of the best methods before the final test set evaluation.
DOI: 10.17632/d63grb8csw
title: Replication material for "The Economic Impact of Deepening Trade Agreements"

description: Replication material for "The Economic Impact of Deepening Trade Agreements", previously circulated as (" The Economic Impact of Deepening Trade Agreements") by Lionel Fontagné, Nadia Rocha, Michele Ruta and Gianluca Santoni. 

This paper explores the economic impacts of preferential trade agreements, conditional on their level of ambition. The quantification analysis relies on a comprehensive characterization of the provisions included in PTAs based on a new database compiled by the World Bank. We use information on all policy domains (excluding tariffs) covering objectives, substantive commitments, regulatory requirements and enforcement procedures included in legal texts and annexes of the 278 PTAs in force and notified to the WTO up to 2018. We cluster these 278 agreements, encompassing 910 provisions over 18 policy areas and estimate the trade elasticity for the different clusters. Importantly, we take the gravity equation seriously and integrate internal trade flows in the estimation of the trade impacts of the different types of PTAs. We compile the largest database for which internal and international trade is available in a panel, based on the last release of UNIDO data. We then use these elasticities in a series of general equilibrium counterfactual situations for endowment economies. We rely on a general equilibrium gravity model for and endowment economy and change the ambition of existing agreements between country pairs. It reveals that deepening existing agreements (the intensive margin of regional integration) could boost world trade by 3.9 percent and world GDP by 0.9 percent. 

The main replication folder includes the file "Cluster_list_oct_2021" reporting the list of agreements and the associated cluster. The replication folder is organised in different subfolders: data, progs, figures.
DOI: 10.17632/h5264zw3k7
title: Data for: NIR reflectance spectroscopy of hydrated and anhydrous sodium carbonates at different temperatures

description: This dataset contains processed data: in the excel table all the band spectral parameters (position, width, area, depth) retrieved are reported, as a function of temperature and of grain size.
DOI: 10.17632/n93xpwdk6p
title: Measurement Model Data of Academic Resilience for Students in Senior High School of Middle Seminary

description: This article aims to describe the academic resilience of secondary seminary students. Data were obtained from Garum Middle Seminary High School students, Blitar (East Java), Indonesia, in the 2019 academic year. Evidence for validity and reliability of the measurement was provided through confirmatory factor analysis. Previous research has used expert judges[1] to identify 100 items measuring academic resilience, encompassing four subscales (determination, endurance, adaptability, and recuperability). The current research used 28 of those items with the highest level of validity to create a 16-item measure of academic resilience,.
DOI: 10.17632/v98r4b26bx
title: Social norms campaigns to promote protective behaviours

description: The file correspond to the SPSS database used in an experimental pre-test-post-test longitudinal study about the effectiveness of a social norms campaign applied to COVID-19 protective behaviours among 141 university students during the pandemic. The study, published in Frontiers in Public Health (doi: 10.3389/fpubh.2024.1447335), concluded that social norms campaigns applied to COVID-19 protective behaviours are effective in times of pandemic (in adjusting the subjective social norms of individuals to the positive objective social norms of the group, and in increasing self-efficacy, protective behaviour intentions and protective behaviours of individuals) and might be extrapolated to other epidemic contexts.
DOI: 10.6084/m9.figshare.1194952.v1
title: condionality data, EML

description: EML file for Chamberlain, S.A., J.A. Rudgers, and J.L. Bronstein. 2014. How context-dependent are species interactions. Ecology Letters
DOI: 10.6084/m9.figshare.17151032.v1
title: PEP and CDS data

description: The data used in orthofinder and gene tree.
DOI: 10.6084/m9.figshare.22289455.v1
title: Table 2. Factor Analysis Results of North Cyprus

description: Factor Analysis Results of North Cyprus
DOI: 10.6084/m9.figshare.29109266.v2
title: Data to accompany the manuscript: Optimizing effective labeling efficiency in MINFLUX 3D DNA-PAINT microscopy by maximizing marker detection probability.

description: This data accompanies the manuscript titled: Optimizing effective labeling efficiency in MINFLUX 3D DNA-PAINT microscopy by maximizing marker detection probability.
DOI: 10.6084/m9.figshare.6502748.v1
title: Clinical functional evaluation of female's pelvic floor: integrative review

description: Abstract Introduction: The effectiveness of pelvic floor muscle training (PFMT) depends on the correct prescription of intensity, repetition and endurance of muscle contractions, which are provided by an adequate assessment of pelvic floor muscle. Objective: Verify the techniques, resources and strategies used for clinical functional evaluation of female pelvic floor (PF) described in literature. Methods: It’s an integrative review of published studies and books from 2010 until December 2015. Relevant articles with complete description of PF evaluation were found through the use of Scielo, LILACS, PubMed and Medline databases. Results: 34 articles that fulfilled all the criteria were selected. Conclusion: The most used techniques, resources and strategies were: anamnesis, physical examination, measurement of pelvic floor muscle activity using Modified Oxford Scale or perineometry, and use of questionnaires to analyze patient's perspective of their own symptoms. Thus, we could use the parameters obtained in the evaluation to plan an ideal PFMT for each patient, so the physiotherapist would have a good database to analyze the evolution and define the end of therapy.
DOI: 10.17632/yyk52ymwx7
title: Data for: Unseen food images capture the attention of hungry viewers: evidence from event-related potentials

description: Behavioral data, N2pc mean amplitude values, N1 mean amplitude values for detected and undetected targets, FCQ-S values for hungry and sated sessions.
DOI: 10.6084/m9.figshare.2066904.v1
title: Meetup Datasets

description: Each file contains information about participation patterns of Meetup users in group events for particular Meetup group. Data are fully anonymized.
DOI: 10.6084/m9.figshare.24965211.v1
title: Divergent responses between lineages of arbuscular mycorrhizal fungi to soil phosphorus and nitrogen availability

description: Here, we analysed data from a DNA-based survey of fungal communities in soils collected throughout Australia to observe relationships among soil fertility and the abundance of two arbuscular mycorrhizal fungal taxa that reportedly vary in function – the Gigasporaceae (putatively more important for nutrient uptake) and Glomeraceae (putatively more important for biotic stress). Relationships were assessed in three vegetation types – grasslands, forests and woodlands – to assess whether associations with soil fertility varied depending on carbon availability for arbuscular mycorrhizal fungi.
DOI: 10.6084/m9.figshare.25239595.v1
title: Inosperma pavithrum

description: A new species of <i>Inosperma </i>is described from Kerala State, India
DOI: 10.6084/m9.figshare.27886191.v1
title: Curated OTU tables for <b>Environmental DNA metabarcoding accelerates biodiversity assessment and species rediscoveries</b>.

description: Curated OTU tables for <b>Environmental DNA metabarcoding accelerates biodiversity assessment and species rediscoveries</b>.
DOI: 10.6084/m9.figshare.29144249.v1
title: Luna-Zuniga_etal_Regeneration_Socorro-Island.xlsx

description: Dataset used in the article: "Do native land crabs hinder forest regeneration on Socorro Island?". Using the tree species: <i>Psidium socorrense, Guettarda </i><i>insularis</i>, <i>Ilex socorroensis, Sideroxylon socorrense </i>and <i>Ficus cotinifolia; </i>and the native land crab <i>Johngarthia oceanica. </i>Data set contain: 18 vegetation plots across the forests present in Socorro Island, seed predation experiment using and seedling surveys for one year.
DOI: 10.6084/m9.figshare.648116.v1
title: CIL:41043

description: Transmission electron micrograph of a negatively stained preparation of ribosomes isolated from a 3-day old chick embryo that was maintained in a cold room for 24 hrs. The ribosome crystals seen in thin sections of these cells (see CIL:41041)are seen to be primarily tetramers.
DOI: 10.71796/wits-figshare.27690297.v1
title: Dataset from: Chronic kidney disease (CKD) and associated risk in rural South Africa: a population-based cohort study

description: The African Research on Kidney Disease (ARK) Consortium is a multicenter partnership between Malawi, South Africa, Uganda, and the United Kingdom. The study sites for the ARK Consortium are nested within population cohorts hosted by the Malawi Epidemiology and Intervention Research Unit (MEIRU), the Medical Research Council/Uganda Virus Research Institute (MRC/UVRI) and London School of Hygiene and Tropical Medicine (LSHTM) Uganda Research Unit; and the Medical Research Council/Wits University Rural Public Health and Health Transitions Research Unit, South Africa. Our primary objectives were to determine chronic kidney disease (CKD) prevalence (estimated from serum creatinine) and identify associated risk factors.