cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.6084/m9.figshare.22331686.v1
title: Marathon data.zip

description: Data accompanying manuscript Data of 7 runners during a Marathon is provided to accompany the manuscript “Quantifying and correcting for speed and stride frequency effects on running mechanics in fatiguing outdoor running”. For each runner the following files are provided: - Global Navigation Satellite System (GNSS) running speed - Inertial Measurement unit (IMU) running speed - Acceleration of foot sensor - Acceleration of lower leg/tibia sensor - Knee angles GNSS running speed GNSS running speed during the full marathon was based on different sports watches. Sampling frequencies between sports watches differed but was on average 0.7 (0.4) Hz. In line with the manuscript, missing latitude-longitude data was linearly interpolated before speed was computed as the distance between two latitude-longitude coordinates based on the Haversine formula. GNSS speeds above 20 km/h were deemed extremely unlikely and replaced with spline interpolation. GNSS speed was then resampled to 240 Hz to match the sampling frequency of the IMUs. Note that GNSS and IMU data are not yet time synchronized! - Filename: SubXX_gnss_speed.csv - Size of matrix: [1xN] IMU running speed IMU running speed was solely used for time synchronization of the GNSS running speed with IMU data. The scaled biomechanical model (as described in the manuscript) provided the velocity of the pelvis segment at 240 Hz. Pelvis IMU speed was then computed as the resultant pelvis IMU velocity. - Filename: SubXX_imu_speed.csv - Size of matrix: [Nx1] Acceleration of foot sensor Accelerations of the right foot were used for initial contact detection in the manuscript. 3D accelerations of a sensor on the right foot are provided in a sensor-fixed coordinate system. The sensor was placed on the midfoot within the shoes, the sensor was aligned with the long axis of the foot. The positive axis of the first dimension points towards the center of the ankle joint. The positive axis of the second dimension points to the right. The positive axis of the third dimensions is directed approximately upwards. - Filename: SubXX_rfoot_acc.csv - Size of matrix: [Nx3] Acceleration of lower leg/tibia sensor Accelerations of the lower leg were one of the quantities of interest in the manuscript. 1D acceleration of a sensor on the right lower leg at 240 Hz is provided in a sensor-fixed coordinate system. The sensor was aligned with the axial direction of the tibia. - Filename: SubXX_rtibia_acc.csv - Size of matrix: [Nx1] Knee angles Knee flexion/extension angles were one of the quantities of interest in the manuscript. Knee flexion/extension angles of the right lower leg at 240 Hz are provided. Knee flexion angles were defined 0° when the leg was fully extended during neutral standing. Flexion resulted in positive knee flexion angles. - Filename: SubXX_rknee_angle.csv - Size of matrix: [Nx1]
DOI: 10.17632/2vv9wccmc7
title: Organocatalytically salicylated starch-based food packaging obtained via reactive extrusion/thermo-molding

description: These files provide the transparent date of this article.
DOI: 10.17632/hr2ftv6gcn
title: Lithium-ion battery impedance data set

description: The experimental impedance data were collected in cell potentials as 3.2V, 3.4V, 3.6V, 3.8V, 4.0V, and 4.2V (corresponding state of charge values: 0%, 3%, 8%, 40%, 78%, 100%).

ML-regenerated-impedance-data.txt:  Impedance data generated by a Machine Learning model. For more information,  see this article:  "Regeneration of Lithium-ion battery impedance using a novel machine learning framework and minimal empirical data".
DOI: 10.25403/upresearchdata.20222937.v1
title: Authorial voice in master's dissertations in education

description: The aim of this MEd study was to provide theoretical insight into how master’s students constructed voice in dissertation writing. The first data set involved the analsysis of 11 dissertations to examine authorial voice. Ivanič and Camps’ Voice Typology (2001) framework was applied to identify linguistic features that were used to construct authorial voice in the discussion section of the selected dissertations. For the second data set, the semi-structured interview data set, an analysis of the questions and relevant answers with four writers of the selected dissertations are included.
DOI: 10.6084/m9.figshare.19803504.v1
title: Uneasy Bedfellows: AI in the News, Platform Companies and the Issue of Journalistic Autonomy

description: Platform companies play an important role in the production and distribution of news. This article analyses this role and questions of control, dependence and autonomy in the light of the ‘AI goldrush’ in the news. I argue that the introduction of AI in the news risks shifting even more control to and increasing the news industry’s dependence on platform companies. While platform companies’ power over news organisations has to date mainly flown from their control over the channels of distribution, AI potentially allows them to extend this control to the means of production as the technology increasingly permeates all stages of the news-making process. As a result, news organisations risk becoming even more tethered to platform companies in the long-run, potentially limiting their autonomy and, by extension, contributing to a restructuring of the public arena as news organisations are re-shaped according to the logics of platform businesses. I conclude by mapping a research agenda that highlights potential implications and spells out areas in need of further exploration.
DOI: 10.6084/m9.figshare.8848523.v1
title: NFLPlosOneData.csv

description: Dataset measuring racial animus and implicit bias for NFL markets. This dataset is regular season data for 2012 through 2017, with international games, and those played by teams in soccer specific stadiums removed from the data set.
DOI: 10.17632/k7hcr4tfkz
title: Results on spatio-temporal estimation of temperature and soil moisture in La Colmena (Paraguay)

description: Data set used in the paper:  Results on spatio-temporal estimation of temperature and soil moisture in La Colmena (Paraguay)
DOI: 10.17632/nt7r8hv2pz
title: Application of Machine Learning in Detecting Iron Deficiency Anemia Using  Conjunctiva image Dataset from Ghana

description: Anemia is a global public health issue that mostly emerges as a result of a decrease in red blood cell count and is particularly prevalent in Africa. Invasive ways of detecting anemia are expensive and time-consuming. Anemia may, however, be diagnosed using non-invasive technologies such as machine learning algorithms. In our study, we compared machine learning models to detect anemia using the conjunctiva of the eyes. The main datasets consisting of the conjunctiva of the eyes were acquired using Ghana as a case study for dataset collecting.
Before the study began, the ethical committees at the hospitals involved approved the collection of datasets. Also, because the participants (patients) in the study were minors, the ethical agreement was obtained from their parent(s) or guardian(s), and the purpose and objectives of the study were explained to them, along with the advantages of the health services. Before the participants were enrolled in the data collection, their parent(s) or guardian(s) gave their consent. Furthermore, the ethics and consent committee of the University of Energy and Natural Resources, Ghana approved the start of this experiment. Furthermore, patients' or participants' names and faces were not shown or exposed during image capture, rendering their identification unknown
DOI: 10.6084/m9.figshare.26830105.v1
title: <b>IDENTIFYING METAPHORS TOWARDS PHYSIOTHERAPISTS</b>

description: The aim of this study was to identify mental images that physiotherapists and student physiotherapists have regarding the concept of physiotherapist through metaphors. The study was a mixed-methods research that combined latent content analysis and categorical data analysis. Data were collected from 207 physiotherapists or physiotherapy students. Content analysis, a qualitative method, was performed on the raw data, which was composed of each participant’s statement completing the following sentence “<i>Physiotherapist is like… because…</i>”. Metaphors for physiotherapists were centered around 12 concepts. Most cited metaphor by student physiotherapists was “<i>healer</i>” (29.4%) and it was “<i>guiding</i>” (17.2%) for in-service physiotherapists. The rate of the "<i>negative connotation</i>" category in in-service physiotherapists (7.1%) was 2% higher than that of the student physiotherapists. Women mostly emphasized the "<i>healer</i>" (21.9%) category, while men mostly emphasized the "<i>healer</i>" and "<i>supporter</i>" (17.8%) categories. Participants aged under 25 and 26-35 age group were mostly in the "<i>healer</i>" category (26.4% and 18.8%, respectively) but the participants aged 36 years and over mostly opted for "<i>guiding</i>" and "<i>supporter</i>" (20.0%). There were fundamental differences between student physiotherapists and in-service physiotherapists in terms viewpoint regarding physiotherapy as a profession, and that these differences vary by gender and especially by age. During the undergraduate period, it will be beneficial to ensure that students have a realistic perspective with versatile training programs.
DOI: 10.17632/c2cnhrw37c
title: Data for: Improved solid-state 13C and 15N NMR reveals fundamental compositional divide between refractory dissolved organic carbon and nitrogen in the sea

description: Data in all tables and figures from the manuscript "Improved solid-state 13C and 15N NMR reveals fundamental compositional divide between refractory dissolved organic carbon and nitrogen in the sea" by Ianiri, H. L., Mason, H. E., Broek, T. A. B., McCarthy, M. D. to be submitted to Geochimica et Cosmochimica Acta.
DOI: 10.6084/m9.figshare.11678352.v1
title: Dataset 2 V2

description: This is data of cortisol concentrations in aceh cattle before and after transportation and data of testosterone concentrations in bulls and cows measured using a commercial enzyme-linked immunosorbent assay kits (DRG Instrument GmbH, Germany). In this data there are additional data of cortisol (11 samples before and after transportation) and testosterone (10 bulls and 10 cows)
DOI: 10.6084/m9.figshare.11774958.v1
title: NCLDV species trees

description: These two trees were generated from the same alignment using different models in IQ-TREE. The alignment is also provided. <br>
DOI: 10.6084/m9.figshare.14442266.v1
title: GSE89567

description: IDH-mutant astrocytoma cells sequenced from humans.<br>
DOI: 10.6084/m9.figshare.24806913.v1
title: Supporting Information for "W4neo: leveraging $\Lambda$ coupled cluster as the `new engine option' for accurate computational thermochemistry approaches"

description: (a) Microsoft Excel workbook with all energies and statistics.(b) PDF document containing the following supplementary figures and tables: Box plots of CCSDTQ5 – CCSDTQ contributions to TAEs (Fig. S1), CCSDTQ(5)$_\Lambda$ – CCSDTQ contributions (Fig. S2), CCSDTQ-CCSDT(Q) and CCSDTQ-CCSDT(Q)$_\Lambda$ basis set convergence (Figs. S3 and S4, respectively), CCSDT(Q)-CCSDT differences (Fig. S5);Table S1: Relative errors (kcal/mol) of T$_4$ – (Q) and T$_4$ – (Q)$_\Lambda$ compared to T$_4$ – (Q)/VQZ(g,d) and T$_4$ – (Q)$_\Lambda$/VQZ(g,d), respectively; Table S2: Wall clock times (min) of composite approaches for selected species; Table S3: Wall clock times per post-CCSD(T) step of each composite approach; Table S4: Post-CCSD(T) step time (\% of total wall time) for each composite approach. <br>
DOI: 10.17632/8b33tx79wt
title: Shaft orbits dataset: parallel and angular misalignment

description: The dataset contains patterns of shaft orbits obtained at testbed having angular and parallel misalignment of different severity. For detailed explaination, please, see *.docx file.
DOI: 10.17632/gv57thwcjv
title: Treatment of Merkel Cell Carcinoma in Organ Transplant Recipients - A Systematic Review

description: Supplementary Material
Supp. Table I: Detailed Summary of immunosuppressant regime, patient characteristics, treatment modalities and outcomes for case reports and clinical trials included
Supp. Table II: Summary of immunosuppressant regime, patient characteristics, treatment modalities and outcomes for cohort studies included
Supp. Table IIIa-IIId: JBI Critical appraisal checklists
Supp. Table IVa: PRISMA 2020 Checklist for systematic reviews
Supp. Table IVb: PRISMA 2020 Abstract checklist for systematic reviews
DOI: 10.17632/hkn2tbcp67
title: Low-Cost VOC MOx Sensor Data for Estimating Individual and Groups of VOCs, Colorado, Summer 2014

description: Included are data and code to reproduce analysis in which the ability of low-cost VOC sensors to estimate ambient levels of individual and groups of VOCs is explored. This data was collected in Colorado at the Platteville Atmospheric Observatory during the FRAPPE/DISCOVER-AQ Campaigns (Summer 2014). More details regarding this analysis are available in the paper: "Understanding the ability of low-cost MOx sensors to quantify ambient VOCs ", Collier-Oxandale et al., 2019. A README is included for more detailed information regarding the data and its organization. Any questions should be addressed to the main contributor of this dataset and listed contact for the associated journal article.
DOI: 10.6084/m9.figshare.24716592.v1
title: DeepVelo processed hindbrain development and mesenchymal/chondrocyte organogenesis data

description: This archived folder contains the datasets needed to reproduce the analysis for DeepVelo, for the hindbrain development and mesenchymal/chondrocyte organogenesis datasets.The processed data is in the <code>h5ad_files</code> subdirectory.The folder must be unarchived using the following command:<code>tar -xzvf deepvelo_data.tar.gz</code>
DOI: 10.6084/m9.figshare.26156173.v2
title: <b>Expanding the Spectrum of Endocrine Abnormalities Associated with </b><b><i>SOX11</i></b><b>-related Disorders.</b>

description: Supplementary Tables 1-7 for manuscript titled "<b>Expanding the Spectrum of Endocrine Abnormalities Associated with </b><b><i>SOX11</i></b><b>-related Disorders.</b>"
DOI: 10.6084/m9.figshare.5113957.v3
title: Populus alba chorology

description: Distribution map of white poplar (<i>Populus alba</i>)<br><br>These maps were produced by combining numerous and heterogeneous data collected from atlas monographs providing complete species distribution maps, from national to regional atlases, occurrence geo-databases, scientific and grey literature.<br>The maps were created using ESRI shapefiles (*.shp, *.shx, *.dbf, *.prj files) archived in the ZIP file. Species range is mapped with polygon features (name suffix "plg"), which define continuous areas of occupancy of the species, and with point features (name suffix "pnt"), which identify more fragmented and isolated populations. If synanthropic occurrences are reported outside the species natural range, additional point and/or polygon shapefiles are also present (suffix "syn"). <br>Polygon borders delimiting species ranges are generalized across the mainland and sea boundaries. This offers the possibility to mask sea areas or to clip and extract the terrestrial range parts using GIS data layers of the users' choice. An additional version of polygon ranges are clipped with a coastline (name suffix "clip"), which have been derived from Natural Earth dataset "Admin 0 - Countries" 1:50M version 4.1.0 (https://www.naturalearthdata.com). <br><br>Please cite as:<br>Caudullo, G., Welk, E., San-Miguel-Ayanz, J., 2017. Chorological maps for the main European woody species. Data in Brief 12, 662-666. DOI: doi.org/10.1016/j.dib.2017.05.007 <br><br>Additional information and used references are on 'supplementary materials' document:<br>https://doi.org/10.6084/m9.figshare.5091901<br><br>Chorological maps are part of the "European Atlas of Forest Tree Species" project:<br>https://w3id.org/mtv/FISE-Comm/v01
DOI: 10.17632/jt48kvz4fb
title: Pneumonia Drug Exp Data 1

description: This dataset is the result of experiments conducted using Python and rdkit library.
DOI: 10.6084/m9.figshare.22448341.v1
title: Soybean Expression Atlas v2

description: <strong>Overview</strong> This directory contains important files created during the construction of the Soybean Expression Atlas v2. <br> <strong>Directory structure</strong> Here, you can find the following files: <br> - `se_atlas_gene.rda`: A *SummarizedExperiment* object containing gene-level transcript abundances in TPM and bias-corrected counts, which are stored in the `gene_TPM` and `gene_counts` assays, respectively. <br> - `se_atlas_transcript.rda`: A *SummarizedExperiment* object containing transcript-level transcript abundances in TPM and counts, which are stored in the `tx_TPM` and `tx_counts` assays, respectively. <br> - `equivalence_classes.tar.gz`: A compressed directory containing equivalence classes generated by salmon for all BioSamples. Equivalence classes are typically used for differential transcript usage analyses. <br> - `parquet_dir.tar.gz`: A partitioned .parquet directory with the gene-level transcript abundances in TPM and bias-corrected counts created with the *arrow* package. <br>
DOI: 10.6084/m9.figshare.28915130.v1
title: Codes

description: This repository contains the custom Python scripts and processing code used for the analysis and generation of results in the study: “Drought risks are projected to increase in the future in central and southern regions of the Middle East.”
DOI: 10.17632/nhkj922nmm
title: Data for: A global database and analyses of (4) Vesta craters

description: Crater database for (4) Vesta.
DOI: 10.6084/m9.figshare.14211131.v1
title: SuppTable1.docx

description: Supplemental Table 1. Measurements of strain rate trends through aging. For each cohort, medians [interquartile ranges] are provided for control and Cpt2M-/- mice, along with <i>p</i>-values from Mann-Whitney tests, ratio of interquartile ranges (IQR) in Cpt2M-/- and control trends, area under curve (AUC) values, and the 95% confidence interval (CI) intersection locations. Metrics where 95% confidence intervals overlapped for the entire age range of the study were noted with “---”, and metrics where 95% confidence intervals did not overlap are noted with “DNO”.
DOI: 10.6084/m9.figshare.23552817.v1
title: The positive impact of artificial intelligence in future pandemics.pdf

description: This scientific article explores the potential of artificial intelligence (AI) to mitigate and prevent future pandemics. Through a comprehensive analysis of current AI applications in the field of health, the unique capabilities of this technology to address pandemic challenges are highlighted. AI can improve early disease detection through the analysis of large volumes of data, enabling more effective epidemiological surveillance. Additionally, AI models can predict disease spread and assist experts in making informed decisions regarding control measures. AI also plays a crucial role in the development of vaccines and drugs, accelerating the discovery and optimization process. Furthermore, AI can support remote healthcare by facilitating telemedicine and real-time patient monitoring. While there are ethical and privacy challenges associated with the use of AI, it is evident that this technology can play a fundamental role in preparing for and responding to future pandemics, significantly improving global health and societal well-being.
DOI: 10.6084/m9.figshare.24137880.v1
title: Supplementary Material for: Characteristics of severe asthma patients and predictors of asthma control in the Swiss Severe Asthma Registry (SSAR)

description: Background: Asthma is a chronic airway disease, affecting over 300 million people worldwide. 5-10% of patients suffer from severe asthma and account for 50% of asthma related financial burden. Availability of real-life data about the clinical course of severe asthma is insufficient. Objectives: To characterise patients with severe asthma in Switzerland, enrolled in the Swiss Severe Asthma Registry (SSAR) and evaluate predictors for asthma control. Method: A descriptive characterisation of 278 patients was performed, who were prospectively enrolled in the registry until January 2022. Socio-demographic variables, comorbidities, diagnostic values, asthma treatment and healthcare utilisation were evaluated. Groups of controlled and uncontrolled asthma according to the Asthma Control Test were compared. Results: 48% of patients were female and the mean age was 55.8 years (range 13-87). The mean BMI was 27.4 kg/m2 (±6). 10.8% of patients were current smokers. Allergic comorbidities occurred in 54.3% of patients, followed by chronic rhinosinusitis (46.4%) and nasal polyps (34.1%). According to the ACT score, 54.7% had well controlled, 16.2% partly controlled and 25.9% uncontrolled asthma. The most common inhalation therapy was combined ICS/LABA (78.8%). Biologics were administered to 81.7% of patients and 19.1% received oral steroids. The multivariable analysis indicated that treatment with biologics was positively associated with asthma control whereas higher BMI, oral steroids, exacerbations and COPD were negative predictors for asthma control. Conclusion: Biologics are associated with improved control in severe asthma. Further studies are required to complete the picture of severe asthma in order to provide improved care for those patients.
DOI: 10.15468/dl.6k8cu5
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Argentina silus (Ascanius, 1775)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "BasisOfRecord is one of (Specimen, Living Specimen, Observation, Human Observation, Machine Observation, Material sample, Literature Occurrence, Material citation, Occurrence evidence)",
 "Geometry POLYGON ((35.9648 10.8496,26.9648 10.8496,26.9648 1.8496,35.9648 1.8496,35.9648 10.8496))"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0013333-250525065834625/datasets/export for details.
DOI: 10.17632/fyw6ps2d2j
title: Data for: End-to-end visual detection, tracking and activity analysis of interacting earthmoving equipment

description: Dataset of 10 videos of interacting pairs of excavators and dump trucks performing earthmoving operations, accompanied with annotations for training and evaluation of algorithms for object detection, object tracking and activity analysis.
DOI: 10.17632/mpt47s47rz
title: the United Nations Geoscheme

description: Country of birth, as geographic sub-group (Geoscheme) as outlined by the United Nations
DOI: 10.17632/vwycbkk9x2
title: Supplemental Material - Novel 5-HT7 receptor antagonists modulate intestinal immune responses and reduce severity of colitis

description: Supplementary Material for the paper entitled "Novel 5-HT7 receptor antagonists modulate intestinal immune responses and reduce severity of colitis" by Kwon et al.
DOI: 10.6084/m9.figshare.26968774.v1
title: <b>Chromosom</b><b>e-level </b><b>genome </b><b>ass</b><b>embly and</b><b> </b><b>annotation of Barbel chub</b><b> </b><b>Squaliobarbus curriculus </b><b>using PacBio HiFi and Hi-C technologies</b>

description: <b>Chromosom</b><b>e-level </b><b>genome </b><b>ass</b><b>embly and</b><b> </b><b>annotation of Barbel chub</b><b> </b><b>Squaliobarbus curriculus </b><b>using PacBio HiFi and Hi-C technologies</b>.