cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.6084/m9.figshare.12988313.v11
title: Continuation and user satisfaction of the levonorgestrel intrauterine system (LNG IUS) contraceptive in Nigeria

description: Dataset was from a prospective longitudinal phone survey made up of baseline survey of users at 2-weeks post-insertion of LNG IUS, recruited from 40 clinics across 17 states in Nigeria, with follow-up survey at the third and twelfth-month. A total 208 users were interviewed at baseline, 98 at three-months and 73 at twelve-month. User family planning and LNG IUS use experiences were elicited, and the continuation and satisfaction with the method at three and twelve months were also assessed. Average age of users of LNG IUS in the study at baseline is 33.7±6, and majority are aged 35 years and older (44%), followed by those aged 30-34 years and 25-29 years old which are approximately 30% and 20%. At the 3 and 12-months post-insertion, 97% (95% CI: 91.3, 99.3) and 92% (95% CI: 82.9, 96.9), respectively, reported still using the LNG IUS, with none out of the few users who discontinued the method reporting a method failure. Discontinuation was mainly a result of the experience of menstrual bleeding or amenorrhea (25.0%), experiences of pain with the method (18.8%), and partner complaining about strings (16.7%). High satisfaction with the LNG IUS (76.5% at three months and 86.3% at 12 months post-insertion) was reported. Satisfaction with LNG IUS was significantly associated with not having breast tenderness/pain (88.2%) and no vaginal bacterial infection (87.5%) at 12 months compared to experiencing breast tender/pain (50.0%) and vaginal infection (0.0%) (p&lt;0.05).
DOI: 10.6084/m9.figshare.21708590.v1
title: Glacial lake inventory (1990, 2000, 2010, 2015, and 2020) in the greater Himalaya

description: This data set includes the glacial lake inventories in 1990, 2000, 2010, 2015, and 2020: Source: Information of Landsat data used including Path, Row, Sense, Date Date: Date of Landsat acquired Area: Area of glacial lake, with unit of km^2 Region: Hindu Kush, Karakoram, Western Himalaya, Central Himalaya, Eastern Himalaya, Nyainqêntanglha, Hengduan Shan Type: Pro-glacial lakes, Unconnected glacial lake, Supraglacial lake Error: Area uncertainty of glacial lake with unit of km^2 Perimeter: Perimeter of glacial lake with unit of m Elevation: Surface elevation of glacial lake (m a.s.l.) MG_ID1: RGI ID of parent glacier that glacial lake contacted MG_ID2: RGI ID of parent glacier that glacial lake contacted Not_RGI: Parent glacier does not exist in the RGI inventory NewPro: New formed proglacial lake <br> Plese cite as: Zhang, G., T. Bolch, T. Yao, D. R. Rounce, W. Chen, G. Veh, O. King, S. K. Allen, M. Wang, and W. Wang (2023), Underestimated mass loss from lake-terminating glaciers in the greater Himalaya, Nature Geoscience, doi: 10.1038/s41561-023-01150-1
DOI: 10.17632/pjjsny4pd9
title: Data for: Civilising Offensive in China’s Rural Areas: An Examination of the Establishment of Moral Review Councils

description: Newspapers documenting MRCS between 1984 and 2018
DOI: 10.6084/m9.figshare.1550871.v1
title: Diffuse Low-grade Glioma Database

description: Diffuse low-grade glioma (WHO grade II, DLGG) are infiltrative brain tumors that are generally revealed by seizures, in young patients with a normal social and professional life. In this database, we provide 210 different FLAIR MR Images of DLGG at different levels of evolution. The data is provided in NIFTI format, and accompanied with expert manual segmentations in XML format. The goal of this work is to provide data for the evaluation of tumor segmentation methods, as well as probabilistic studies on the tumors' preferential localisations. You are free to download a portion of the dataset for non-commercial research and educational purposes.Work based on the dataset should cite our Plos one 2016 paper: DOI: 10.1371/journal.pone.0144200<pre>@article{parisot2016, title={A Probabilistic Atlas of Diffuse WHO Grade II Glioma Locations in the Brain}, author={Parisot, Sarah and Darlix, Am{\'e}lie and Baumann, C{\'e}dric and Zouaoui, Sonia and Yordanova, Yordanka and Blonski, Marie and Rigau, Val{\'e}rie and Chemouny, St{\'e}phane and Taillandier, Luc and Bauchet, Luc and others}, journal={PloS one}, volume={11}, number={1}, year={2016}, publisher={Public Library of Science} }</pre>
DOI: 10.6084/m9.figshare.28731824.v1
title: Relevant datasets for this study

description: This folder contains all the original datasets used in the study, provided in Excel or .mat file formats.
DOI: 10.17632/g4v69th2ft
title: Vulnerability to energy poverty aggregated per province

description: The dataset here presented is the result of the selection of 11 indicators initially at NUTS 5 level and then aggregated at NUTS 3
DOI: 10.17632/kx24m977vm
title: Investigation of early risk factors for antisocial personality disorder dataset

description: 1611 college students in China partaked in a paper-and-pencil survey, which measured early home environments as well as the students' current status regarding antisocial personality disorder. The measurements are self-report scales in the realm of health psychology and social psychology and are not for the purpose of clinical diagnoses or treatments.
DOI: 10.17632/mr247yy42x
title: Data for: Holocene sea levels in Southeast Asia, Maldives, India and Sri Lanka: The SEAMIS database

description: Holocene relative sea-level database for Southeast Asia, the Maldives, India and Sri Lanak ( SEAMIS database) with detailed information related to calculating estimates of vertical measurement and indicative meaning related uncertainties.
DOI: 10.17632/rfnxmcb73c
title: The genetic makeup of the electrocardiogram - Supplementary Data Files

description: Supplementary data files related to the article "The genetic makeup of the electrocardiogram" by Verweij et al. Data can also be viewed on www.ecgenetics.org
DOI: 10.17632/x466dyy34c
title: Data for: Patterns and Controls of Disequilibrium Isotope Effects in Speleothems: Insights from An Isotope-Enabled Diffusion-Reaction Model and Implications for Quantitative Thermometry

description: Table S1. Kinetic isotope fractionation factors associated with CO2 hydration, CO2 hydroxylation, and their reverse reactions at 15oC (the default model temperature). Table S2. Equilibrium isotopologue fractionation between carbonate solid (calcite) and HCO3- at 15oC (the default model temperature).
DOI: 10.6084/m9.figshare.11148758.v1
title: Actinidia chinensis full-length transcriptome data

description: Actinidia chinensis full-length transcriptome fastq data
DOI: 10.6084/m9.figshare.24523270.v2
title: DAS_data&GUI_for_share.zip

description: Dataset demos and codes for DAS-based horizontal ocean current measurement
DOI: 10.17632/22j23x27rk
title: Structure and properties of a carbon nanotube (7,7) with a vacancy defect

description: Lithium adsorption on carbon nanotube (CNT) with vacancy defect have been investigated employing density functional theory using the local density approximation. Our calculations show that a-circ and a-tilt defects on CNT (7,7) are active centers for the adsorption of Li atoms. Some of the centers of their first environment become unstable: they are unable to keep the lithium atom from moving to the defect. The Materials contains processed data, according to which the graphic materials of the article were prepared: the atomic structure of a defective nanotube (7,7) in the *.xyz format, the Cartesian coordinates of the lithium adsorption centers (2D representation), the energy of the system at various positions of lithium.
DOI: 10.17632/f8s6cv4kh9
title: Data for: The geomorphology - sediment distribution - soil formation nexus on the northeastern Qinghai-Tibetan Plateau: implications for landscape evolution

description: Table S1 is original data for Figure 3, Table S2 is original data for Figure 4.
DOI: 10.17632/pbkp4x8f9j
title: Epidemiology and Admission Outcomes of Generalized Pustular Psoriasis: A Report from the National Inpatient Sample.

description: Supplemental material for manuscript entitled, "Epidemiology and Admission Outcomes of Generalized Pustular Psoriasis: A Report from the National Inpatient Sample."
DOI: 10.17632/w53zggg8bb
title: Estado de implementación de los Programas de Desarrollo con Enfoque Territorial en la subregión sur del Tolima Julio 2023

description: Este informe tiene como propósito presentar el estado de avance en la implementación de los Programas de Desarrollo con Enfoque Territorial en la subregión sur del Tolima, cruzando datos de la ART con información comunitaria recabada a lo largo de la ejecución del contrato como enlace PDET de CODHES en el Tolima.
En primer lugar, se abordan los procesos de planeación que han tenido lugar en el marco de los PDET. Se presenta el caso de la Hoja de Ruta Única. También se describe el proceso de planeación realizada a través de los Diálogos Regionales Vinculantes, que han permitido la participación de diversos actores en la definición de prioridades para el desarrollo territorial.
En segundo lugar, se analiza la ejecución de las inversiones en los PDET en el sur del Tolima. Se examinan las inversiones realizadas de acuerdo con la Agencia de Renovación del Territorio (ART), así como las posibles discrepancias entre lo planeado y priorizado participativamente y las ejecuciones concretas.
El informe también destaca la importancia del seguimiento y control social en los PDET; se presenta un recuento de las acciones desplegadas por las veedurías PDET en el sur del Tolima como un mecanismo clave para la vigilancia ciudadana en la implementación de los programas. Además, se presentará un caso ilustrativo relacionado con las Unidades Sanitarias PDET, evidenciando la importancia de la supervisión en la ejecución de las infraestructuras necesarias para el desarrollo territorial.
DOI: 10.6084/m9.figshare.13242491.v1
title: VCF files

description: VCF files from 120 porcine breeds and 5 Duroc parentals
DOI: 10.17632/pc55d89k8s
title: Cooperation in Nature: A nature-based intervention improves collaboration and creativity

description: Data for manuscript titled "Cooperation in Nature: Nature-based intervention improves mood, creativity, collaboration, and interpersonal affiliation" Abstract: As urbanization accelerates, the cognitive effects of exposure to manmade environments and decreased time in nature become increasingly important to understand. The current study investigates the effects of real-world outdoor exposure versus simulated office-based activities on verbal creativity, mood, and collaboration. Office workers engaged in workplace collaboration either outdoors in nature or indoors in an office setting. Measures of individual affect and verbal creativity were also administered before and after a period of exposure to the assessed environments. The outdoor group showed lower self-reported negative emotions and demonstrated increased performance in one of our two verbal creativity measures. Moreover, groups exposed to nature demonstrated greater satisfaction with their collective problem-solving solutions and with the degree of influence they felt they had during the group discussions, as compared to their indoor counterparts. The current research design and results address multiple components of the Tetrahedal Model, specifically the vertices of materials, participants, contexts, and outcomes. Within the vertex of materials, this study contributes to nature-based research focused on real-world, immersive environments. This study utilizes working adult participants within the context of work-related collaboration. Finally, our findings extend Attention Restoration Theory to include other prefrontal cortex (PFC) processes, such as sensitivity to emotions, verbal creativity, and social cognition.
DOI: 10.6084/m9.figshare.17698595.v1
title: Jaguar_Pantanal_Fire_codes-20211228T180837Z-001.zip

description: Scripts related to the manuscript "Wildfires disproportionately affected jaguars in the Pantanal"
DOI: 10.17632/2nc2m253pm
title: Data of Safety attitudes in General Practice Nurses

description: This study aimed to investigate the safety attitudes of general practice nurses (GPNs). Data analysis was conducted to examine the effects of demographic factors—such as length of work experience and the number of general practitioners (GPs) or GPNs in the practice—on safety attitudes.

The findings indicated a positive relationship between safety attitudes and length of work experience and a negative relationship between safety attitudes and the number of GPs or GPNs in the practice. These relationships were measured using ANOVA and the Kruskal-Wallis H test.

Question 11 was administered only to participants who responded with 'Strongly Agree' or 'Agree a little' to Question 10.

Responses to Question 10 were divided into 'Positive' and 'Negative' groups, and the impact of regular operational meetings on safety attitudes was analysed using a T-test.

Additionally, open-ended questions were employed to identify the safety-related concerns faced by GPNs and their needs regarding current practices. Data collection was conducted via a questionnaire comprising 34 items on a 5-point Likert scale and 8 open-ended questions. Quantitative data were analysed using SPSS, whilst qualitative data were analysed using NVivo.
DOI: 10.17632/bd423nskvc
title: Replication package for 'US trade policy and the US dollar'

description: Replication package for the paper "US trade policy and the US dollar"
DOI: 10.17632/gx9jcchdkk
title: LiSep LSTM Evaluation Data

description: ROC and HBO data extracted for the test and training sets using the LiSep LSTM model. A more detailed description can be found in README.md.
DOI: 10.17632/zg98hh75d5
title: Renewable and non-renewable energy consumption, foreign direct investment and economic growth in Saudi Arabia: Evidence from an Autoregressive Distributed Lag modeling approach

description: We are investigating the causal link amid renewable and non-renewable energy consumption, GDP, and foreign direct investment in Saudi Arabia. To achieve this goal, we suggest a modern approach to the symmetrical causality of Toda-Yamamoto for the period 1980–2021. Using the autoregressive distributed lag (ARDL) cointegration method was considered to identify the long and short-run dynamic relationships among variables under investigation. Initial empirical findings suggest a short-term bidirectional correlation among renewable and non-renewable energy consumption and GDP. Likewise, there is evidence of unidirectional causal relationships from GDP to foreign direct investment and from foreign direct investment to trade and both renewable and non-renewable energy consumption. The long-term causal link reveals unidirectional causal relationships from GDP to both renewable and non-renewable energy consumption, from foreign direct investment to GDP, and from non-renewable energy consumption to renewable energy consumption.
DOI: 10.6084/m9.figshare.27061081.v1
title: PharmacoMatch: Efficient 3D Pharmacophore Screening via Neural Subgraph Matching - Preprocessed Data

description: This item contains the preprocessed data of the PharmacoMatch paper. Training data was downloaded from the ChEMBL database, while test sets are based on the DUD-E, DEKOIS2.0, and LIT-PCBA benchmark datasets.
DOI: 10.17632/m8jshhx23x
title: The structural basis for RNA slicing by human Argonaute2. Mohamed et al.

description: Argonaute (AGO) proteins associate with guide RNAs to form complexes that slice transcripts that pair to the guide. This slicing drives post-transcriptional gene-silencing through RNA interference (RNAi), which is essential for many eukaryotes and the basis for new clinical therapies. Despite this importance, structural information on eukaryotic AGOs in a fully paired, slicing-competent conformation—hypothesized to be intrinsically unstable—has been lacking. Here, we present the cryogenic-electron microscopy structure of a human AGO−guide complex bound to a fully paired target, revealing structural rearrangements that enable this conformation. Critically, the N domain of AGO rotates to allow the RNA full access to the central channel and forms contacts that license rapid slicing. Moreover, a conserved loop in the PIWI domain secures the RNA near the active site to enhance slicing rate and specificity. These results explain how AGO accommodates targets possessing pairing specificity typically observed in biological and clinical slicing substrates.
DOI: 10.17632/yc35f2gyfh
title: Chiang MS Unprocessed Images

description: These files are for Wu et al., "Opposing Functions of BRD4 Isoforms in Breast Cancer", Molecular Cell (2020), https://doi.org/10.1016/j.molcel.2020.04.034
DOI: 10.6084/m9.figshare.3799494.v1
title: plos_one_data.csv.gz

description: This dataset is a subset of the Audiological and Genetic Database (AudGenDB), a public, de-identified research database derived from electronic health records (EHR). AudGenDB is intended to be a data resource that represents a population enriched for hearing loss research. The complete AudGenDB can be accessed at http://audgendb.chop.edu<br><br>This subset is obtained by applying the following exclusion criteria: (1) Only audiogram tests documenting the specific ear tested (‘left’, ‘right’, or ‘soundfield’) are included; (2) Only <br>bone-conduction tests are included; (3) Tests outside the frequency range of interest (500Hz, 1KHz, 2KHz, and 4KHz) were excluded; (4) Response thresholds recorded as 0 decibels were removed as they typically indicate a failed test attempt; (5) Patients with fewer than 4 tests across all frequencies of interest were also excluded in order to enable <br>a 4-fold cross-validation procedure (described in more detail below); (6) Finally, test results recorded outside the age range of 0 to 21 were also removed in order to focus on a pediatric population. <br><br>This dataset is uploaded for PLOS One publication <i>Latent Patient Cluster Discovery for Robust Future<br>Forecasting and New-patient Generalization</i><br>
DOI: 10.6084/m9.figshare.5011691.v1
title: S4 Looms data file from The evolution of an ancient technology

description: Nexus file containing survey data on loom characters
DOI: 10.17632/cxchsyjry6
title: Dogecoin Price Prediction using Sentiment Analysis and Machine Learning - Dissertation

description: These financial historical data from nasdaq and the raw twitter data were used in my dissertation.
DOI: 10.17632/kw6m5v832m
title: Topological Microstructural Optimization. ANSYS dataset for 3d finite-element models

description: In the present dataset, the elastic models of shape and topology optimization with the continuous distribution of microscopic inhomogeneities or voids in 3D-problems are presented. The topology uses the optimization method with the “topology density” approach, which applies the continuous design variables. The cloud of an infinite number of infinitesimally small voids or other inhomogeneities are used to model the medium with the variable elastic modules. The density of the inhomogeneities with the scalar or tensorial porosity functions. Chapter 9 explains the easiest implementation of the density-based methods if topology optimization into 3D models. The modelling requires the relations of the elastic properties of the materials upon the cavity, or generally, inhomogeneity content. In other words, the expressions of the effective moduli upon densities of phases are necessary. There are several possibilities to establish such expressions. The simplest method ignores the interaction of the microscopical inhomogeneities, assuming the centers of the voids are stochastically dispersed in space. For the optimal orientation, all microscopical inhomogeneities have to be identically oriented. The last condition follows from the coaxiality of stress and strain tensors in the medium with similarly oriented inclusions. In this section the body made of the periodically arranged cuboidal cells with the inhomogeneities is studied. The body extends infinitely in three dimensions. The average stresses in the plate are σ_11 , σ_22 , σ_33 . The principal stresses are parallel to the directions of coordinate axes. The inclusions in primitive cells are located tri-periodically in space. The rectangular cuboid cavities are oriented in the directions of the coordinate axes x_1,x_2,x_3. The dimensions of a rectangular cuboidal void are a,b and c, then its volume is δV=abc. 
The sizes A,B,C are sizes of the primitive cell in the directions of the coordinate axes x_1 ,x_2 ,x_3 respectively. The volume of the primitive cell is V. The porosity is equal to ratio of volume of the void δV to the volume of unit cell V= A B C:
 p≝δV/V=(a b c)/(A B C). 
The model describes the elastic behavior for the high grads of porosity, 0≪p&lt;1. The matrix material volume content is: d=1-p. 
The elastic moduli in are programmed in the attached finite-element APDL script. The optimization is performed with the sequential algorithm.
DOI: 10.17632/35kj4v96cm
title: A dataset of color QR Codes generated using back-compatible and random colorization algorithms exposed to different illumination-capture channel conditions

description: Color QR Codes are often generated to encode digital information, but one also could use colors or to allocate colors in a QR Code to act as a color calibration chart. In this dataset, we present several thousand QR Codes images generated with two different colorization algorithms (random and back-compatible) and several tuning variables in these color encoding. The QR Codes were also exposed to three different channel conditions (empty, augmentation and real-life). Also, we derive the SNR and BER computations for these QR Code in comparison with their black and white versions. Finally, we also show if ZBar, a commercial QR Code scanner, is able to read them.
DOI: 10.17632/6bm554sc93
title: The role of acinar content at pancreatic resection margin in the development of postoperative pancreatic fistula and acute pancreatitis after pancreaticoduodenectomy

description: Data refer to the paper doi: 10.1016/j.surg.2021.03.047

Data from 388 consecutive patients who underwent pancreaticoduodenectomy in the period 2018–2019. Pancreatic section margins were histologically assessed for acinar, fibrosis, and fat content.
DOI: 10.17632/twn9d5w2yb
title: Data for: Experimental data on mechanical behavior and numerical data on tensile stress distribution of a hyperelastic Polydimethysiloxane (PDMS) based membrane for cell culture

description: Data on mechanical behavior of an in-house PDMS based membrane obtained from the experiment and the 2nd order polynomial mathematical model.
DOI: 10.6084/m9.figshare.15172167.v2
title: Mutation Spectrum Analysis of DMD gene using MLPA method in Indonesian Duchenne and Becker muscular dystrophy patients

description: <b>Background</b>: Duchenne Muscular Dystrophy (DMD) and Becker Muscular Dystrophy (BMD) are allelic disorders caused by mutations in <i>DMD</i> gene. The full mutation spectrum of <i>DMD </i>gene in Indonesian patients is currently unknown. Recently, mutation-specific therapies are being developed, such as exon skipping or stop codon read-through therapy. This study was conducted with the aim of identifying the mutation spectrum of the <i>DMD</i> gene in Indonesia to develop feasible therapeutic applications. <b>Methods</b>: Forty-three male patients with a clinical suspicion of DMD or BMD were enrolled. Multiplex Ligation-Dependent Probe Amplification (MLPA) reaction was performed to screen mutation in the <i>DMD</i> gene. <b>Res</b><b>ults</b>: Out of 43 subjects, deletions accounted for 69.77% (30 cases), while duplications were found in 11.63% (5 cases). Three of the deletion mutations had never been reported before. The remaining 8 patients (18.60%) showed no deletion nor duplication. Out of 31 patients who were genotypically and phenotypically classified as DMD, 26 (60.46%) cases were suitable for exon skipping therapy. <b>Conclusion</b>: This is the first study showing the feasibility of implementing MLPA method in detecting DMD gene mutation in Indonesia. This is also the first study showing the potential application of exon skipping therapy in majority of DMD cases in the country.