cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.6084/m9.figshare.11733399.v1
title: Supplementary Material for: The Impact of Stump Closure Techniques on Pancreatic Fistula Stratified by the Thickness of the Pancreas in Distal Pancreatectomy

description: <b><i>Background:</i></b> The purpose of this retrospective study was to evaluate the impact of stump closure techniques on pancreatic fistula (PF) focusing on pancreatic thickness after distal pancreatectomy (DP). <b><i>Methods:</i></b> A total of 213 patients who underwent DP between 2007 and 2017 were retrospectively reviewed. The risk factors of PF were investigated. <b><i>Results:</i></b> In all patients, age ≥65 years (odds ratio [OR]: 3.60, <i>p</i> = 0.012), operation time ≥300 min (OR: 3.05, <i>p</i> = 0.013) and thickness of transected pancreas (OR: 1.37, <i>p</i> &lt; 0.001) were identified as independent risk factors for clinically relevant PF. A receiver operating curve analysis revealed the optimum cut-off values of thickness to be 14 mm with stapler closure and 17 mm with the clamp-crushing method. There were no significant differences regarding PF between the stapler closure and clamp-crushing methods in the thin (&lt;14 mm) and very thick pancreas (≥17 mm) groups (<i>p</i> = 0.822, <i>p</i> = 0.072). In contrast, stapler closure was the only independent risk factor for developing PF in the moderately thick (≥14, &lt;17 mm) pancreas group (OR: 6.75 and <i>p</i> = 0.004, respectively). <b><i>Conclusion:</i></b> The clamp-crushing method was superior to stapler closure for pancreatic transection, especially in patients with moderately thick pancreas.
DOI: 10.6084/m9.figshare.28606769.v1
title: <b>How Does China Provide Fertility Support Policy? A Perspective of Policy Evolution</b>

description: Fertility support policies refer to the measures that provide economic, time, tax, and childcare assistance to families with care needs for children and adolescents. In China, these policies have continuously evolved in response to shifts in demographic structures and socioeconomic environment. To elucidate how China implements these fertility support policies, this study approaches the analysis from two dimensions—policy content and policy instruments—conducting a content analysis of 226 policy texts across four stages. The results demonstrate that the number of services and other forms of support included in fertility support policies exceeds the number of time and financial support, reflecting a gradual diversification of policy content. Mandatory policy instruments are utilized more frequently than hybrid and voluntary instruments, with a balanced and diversified utilisation of various policy instruments. Different types of policy content employ distinct policy instruments. The evolution of fertility support policies illustrates a process of adaptation to changing social contexts and the progressive advancement of women’s roles, and promoting the efficacy of these policies. Current policies still face challenges, including the insufficient use of voluntary and hybrid instruments, as well as a lack of emphasis on gender equality. We recommend that the government enhance fertility support policies by transitioning instruments from “mandatory” to “hybrid” and “voluntary”, ensuring the policy content is both comprehensive and inclusive, and improving the coordination of policy combinations.
DOI: 10.6084/m9.figshare.28886747.v1
title: Evaluación Diagnóstica del Proceso de Codiseño de Programas de Licenciatura para Docentes Normalistas en Tamaulipas

description: La presente es una base de datos de una investigación que llevó a cabo el departamento de educación Normal del Estado de Tamaulipas para conocer la perspectiva de los docentes con diseñadores que participaron en este proceso.
DOI: 10.6084/m9.figshare.5241607.v1
title: Erratum: Biventricular Pacing Cardiac Contractility Modulation Improves Cardiac Contractile Function via Upregulating SERCA2 and miR-133 in a Rabbit Model of Congestive Heart Failure

description: <b><i>Objective: </i></b>To compare the effects of biventricular electrical pacing and conventional single-ventricular pacing for cardiac contractility modulation (CCM) on cardiac contractile function and to delineate the underlying molecular mechanisms. <b><i>Methods</i></b><b><i>: </i></b>Forty rabbits were divided into four groups before surgery: healthy control, HF sham, HF left ventricular pacing CCM (LVP-CCM), and HF biventricular pacing CCM (BVP-CCM) groups with n=10 for each group. A rabbit model of chronic heart failure was established by ligating ascending aortic root of rabbits. Then electrical stimulations during the absolute refractory period were delivered to the anterior wall of left ventricle in the LVP-CCM group and on the anterior wall of both left and right ventricles in the BVP-CCM group lasting six hours per day for seven days. Changes in ventricular structure, cardiac function and electrocardiogram were monitored before and after CCM stimulation. <b><i>Results: </i></b>Compared with the sham-operated group, heart weight, heart weight index, LV end-systolic diameter (LVESD), LV end-diastolic diameter (LVEDD) in the LVP-CCM and BVP-CCM groups were significantly decreased (<i>p</i>&lt;0.05), while LV ejection fraction (LVEF) and fractional shortening fraction (FS) were increased (<i>p</i>&lt;0.05). Notably all these changes were consistently found to be greater in BVP-CCM than in LVP-CCM. Moreover, plasma BNP levels were highest in the HF sham-control group, followed by the LVP-CCM group, and lowest in the BVP-CCM group (<i>p</i>&lt;0.05). Furthermore, sarco/endoplasmic reticulum Ca<sup>2+</sup>-ATPase (SERCA2a) protein levels were upregulated by 1.7 and 2.4 fold, along with simultaneous upregulation of a cardiac-enriched microRNA miR-133 levels by 2.6 and 3.3 fold, in LVP-CCM and BVP-CCM, respectively, compared to sham. <b><i>Conclusions: </i></b>Biventricular pacing CCM is superior to conventional monoventricular pacing CCM, producing greater improvement cardiac contractile function. Greater upregulation of SERCA2 and miR-133 may account, at least partially, for the improvement by BVP-CCM.
DOI: 10.17632/3w9662wjpr
title: Data for: A principled approach to synthesize neuroimaging data for replication and exploration

description: The synthetic predictor tables and fully synthetic neuroimaging data produced for the analysis of fully synthetic data in the current study are available as Research Data available from Mendeley Data. Ten fully synthetic datasets include synthetic gray matter images (nifti files) that were generated for analysis with simulated participant data (text files). An archive file predictor_tables.tar.gz contains ten fully synthetic predictor tables with information for 264 simulated subjects. Due to large file sizes, a separate archive was created for each set of synthetic gray matter image data: RBS001.tar.gz, …, RBS010.tar.gz. Regression analyses were performed for each synthetic dataset, then average statistic maps were made for each contrast, which were then smoothed (see accompanying paper for additional information).

The supplementary materials also include commented MATLAB and R code to implement the current neuroimaging data synthesis methods (SKexample.zip). The example data were selected from an earlier fMRI study (Kuchinsky et al., 2012) to demonstrate that the current approach can be used with other types of neuroimaging data. The example code can also be adapted to produce fully synthetic group-level datasets based on observed neuroimaging data from other sources. The zip archive includes a document with important information for performing the example analyses, and details that should be communicated with recipients of a synthetic neuroimaging dataset.

Kuchinsky, S.E., Vaden, K.I., Keren, N.I., Harris, K.C., Ahlstrom, J.B., Dubno, J.R., Eckert, M.A., 2012. Word intelligibility and age predict visual cortex activity during word listening. Cerebral Cortex 22, 1360–71. https://doi.org/10.1093/cercor/bhr211
DOI: 10.17632/8m8c4vrh38
title: Programmable cell aggregation by a synthetic biosilicification approach

description: The raw images of the paper "Programmable cell aggregation by a synthetic biosilicification approach".
DOI: 10.6084/m9.figshare.24560257.v1
title: FLAC: Supplementary Material

description: In this folder, you can find all files relevant to the research paper:'THE FLAC METHOD: DATA-FACILITATED DISCOVERY OF BUSINESS PROCESS IMPROVEMENT OPTIONS'Following files are available:FLAC.ipynb: Jupyter Notebook with programmed rulesets for four BPI patterns (parallelism, activity automation, resource empowerment, and case assignment). Each ruleset is followed by a piece of code that checks all the rules from the ruleset and creates a list of BPI options. Before running the code, one should connect the Celonis account and upload data model.Purchase to pay-20230503T150702Z-001.zip: Zip Archive with event log of the purchase-to-pay (P2P) process.resources.csvdependencies.csvAuxiliary CSV files with context data.FLAC_recommendations.xlsxExcel file with list of BPI options that one gets by applying four above-mentioned BPI patterns to the P2P event log
DOI: 10.6084/m9.figshare.28281338.v1
title: Dataset dignity violations in hemodialysis.sav

description: This was an original study whose aim was to estimate the prevalence of different types of dignity violations reported by people undergoing hemodialysis in Portugal. <b>Design: </b>Quantitative, cross-sectional study, using a self-administered questionnaire. <b>Setting/participants</b>: people undergoing hemodialysis in six community centers, with no severe cognitive or sensorimotor disabilities. <b>Ethics and consent :</b> All procedures were done according to the Declaration of Helsinki and ICMJE recommendations. All procedures were approved by two ethics committees (Comissão de Ética para a Saúde da Universidade Católica Portuguesa, reference number 269, issued July 17<sup>th</sup> 2023; and Comissão de Ética da Davita Portugal, issued November 6<sup>th</sup> 2023). Written informed consent was obtained from all participants.
DOI: 10.17632/kdxv4k6f5c
title: Association between consumption of fermented food and food-derived prebiotics with cognitive performance, depressive and anxiety symptoms in psychiatrically healthy medical students under psychological stress: a prospective cohort study

description: The dataset underlies the results reported in the following papers: 
1) "Association between consumption of fermented food and food-derived prebiotics with cognitive performance, depressive and anxiety symptoms in psychiatrically healthy medical students under psychological stress: a prospective cohort study", published in Frontiers in Nutrition, 2022, doi: 10.3389/fnut.2022.850249 (file: "data") and 
2) "Who Benefits from Fermented Food Consumption? A Comparative Analysis between Psychiatrically Ill and Psychiatrically Healthy Medical Students", published in International Journal of Environmental Research and Public Health, 2022 (file: "data v2").
Steps A-D represent the steps of the study.
BMI - body-mass index
BFI-S - Big Five Inventory-Short questionnaire
STC - Starting the Conversation scale
PHQ-9 - Patient Health Questionnaire-9 scale
GAD-7 - General Anxiety Disorder-7 scale
DOI: 10.6084/m9.figshare.1265166.v1
title: Digital Persona Enrollment(1536)

description: Digital persona enrollment data.
DOI: 10.6084/m9.figshare.13157510.v1
title: Keystroke timing information for 2,522,186 characters typed over several months

description: Keystroke dynamics for one user for 2.5M characters typed over several months. Consists of one text file, each line being a typed character, and a Unix time stamp. For privacy reasons the characters typed are randomly mapped to another character, same mapping across the whole dataset, so timing information for bigrams and trigrams can be extracted but not mapped to actual typed characters.<br>
DOI: 10.17632/2hkjxdczzs
title: Phase 3- Association of OXIS contacts and proximal caries - Prospective study

description: Purpose: This study aimed to evaluate the association between contact areas of primary molar teeth and approximal caries after three years of observation. 
Methods: This prospective cohort study included 1119 caries-free children, aged 3–4 years, from Puducherry, India. At baseline, 4476 contacts were assessed using OXIS criteria, which denotes O (open contact); X (point contact); I (straight contact) and S (curved contact). Two calibrated dentists measured dental caries at one-year intervals for three years. Poisson regression analysis with a multilevel approach was used to determine the association between contact type and approximal caries.
Results: Of 3,848 contacts observed at the end of three years, 499 (13·0%) were carious. The adjusted analysis revealed a significant association between contact type and approximal caries (p &lt; 0·05). The risk ratios were 2.3 for X-type contacts (0·5–11·4, p = 0.307); 12.7 for I-type (4·1–39·6, p &lt; 0·05); and 22.5 for S-type (7.2–70.6, p &lt; 0.05), when compared with O-type. 
Conclusion: Compelling evidence suggests that variations in contact type are significant in development of approximal caries. The S-type contact is the most susceptible to approximal caries, followed by the I type.
DOI: 10.6084/m9.figshare.20338059.v1
title: The specificity of induced chemical defense of two oak species affects differently arthropod herbivores and arthropod and bird predation

description: Raw data of <strong>The specificity of induced chemical defense of two oak species affects differently arthropod communities and predation </strong>study
DOI: 10.6084/m9.figshare.1149981.v1
title: Rocco: an example metagenome dataset for the mmgenome R package

description: Rocco: an example metagenome dataset for the mmgenome R package
DOI: 10.6084/m9.figshare.20223708.v1
title: Target Channel Impulse Response (CIR) data (in .mat format)

description: The file "target_CIR.mat" contains the CIR data recorded from the multi-static UWB system (7 modules) in the residential environment when the target was performing various activities such as walking, sitting and standing (including the no activity portions). The dataset files basically consist of complex CIR data (50 samples per measurement), timestamps with millisecond precision, details about the transmitting and receiving nodes, activity labels, ground truth XY coordinates of the target, as well as some other useful UWB parameters that are reported by the Qorvo’s DW1000 chipset, for example, detected first path index and first path amplitudes of CIR measurements, first path and received power levels, CIR power value, preamble accumulation count value, maximum value of noise, standard deviation of noise, etc.
DOI: 10.17632/nw8vzbxhx3
title: Data for: Large-Scale Fatigue Testing of Post-Installed Shear Connectors in Partially-Composite Bridge Girders

description: This data includes all the measured data for the three fatigue tests that were conducted. The data includes loads, reactions, strains, slips, and deflections at certain points along the specimens in specific cycles of each fatigue test. Both the raw and processed data are provided. Moreover, the summary of processed data is included in an excel file for each of the three fatigue tests.
DOI: 10.17632/gvsysphcrh
title: Dataset excess return by senators

description: In this dataset the excess return of the combined U.S. senator's portfolio is displayed.
DOI: 10.6084/m9.figshare.1437412.v1
title: Quantitative RT PCR data from imaginal wing discs of Drosophila sechellia and Drosophila simulans

description: This is some raw data from our quantitative RT PCR experiments of mature third instat wing imaginal discs from Drosophila sechellia and Drosophila simulans for a small number of key "wing" genes involved with anterior and posterior patterning and growth.
DOI: 10.6084/m9.figshare.8058818.v2
title: Dataset 1.2: Yeast amino-acids raw data

description: Supplementary Dataset from the work "Rules of amino acid composition by which disordered regions adjust to high expression".<br>This table contains amino-acid level information of yeast proteins.<br><br>
DOI: 10.17632/k7ybs8h6pj
title: The original data

description: The original data of the manuscript titled Research on Maintenance Scheduling Optimization Skills and Uncertain Process.
DOI: 10.17632/kjg78vw2hs
title: Carrot interest bioactive compounds network dataset

description: This dataset includes supplementary information for the manuscript: "Methodological framework for supporting bioprospecting re-search: a case study on carrot (Daucus carota L.) crop by-products", to be used in VOSviewer.
DOI: 10.6084/m9.figshare.7345883.v1
title: attributes.zip

description: <pre>The attributes analysed in this study, in their ecoregion-level.</pre><pre>These attributes include BIOCLIM variables (BIO1-19), change-in-climate variables (cclmbi1-19),</pre><pre>altitude, human footprint, npp, phosphorus retention, species richness, and deglaciation extent.</pre><pre>Further, this folder contains all other related data, including ecoregions maps layers, ecoregions latitude,</pre><pre>species lifeform database, and taxonomy database.</pre>
DOI: 10.17632/j5zr4f967k
title: Data of "Role of the alloy grain boundaries in the high temperature oxidation and Cr volatilization of 22 wt.% Cr ferritic stainless steel for SOFC applications"

description: The raw data obtained from XRD analysis of oxidized specimens (Fig.10).

The processed data obtained from
Fig. 2: The processed data obtained from the weight gain test of two different samples is given. Discontinuous weight gain test was conducted. For each measurement, we measured a weight increase at least five times to get a reliable average value. The data provided here are the average values.
Fig.3: The processed data from the Cr evaporation rate test. Accumulative Cr release for 700 h and the change of Cr release rate were included.
Fig.11: The processed data from SIMS Depth profile results. 
Fig.12: The corrected weight gain results considering the effect of Cr evaporation
Fig.13: The oxide thickness results from BSE images. Each column represent a single BSE image. 
Fig.14: The processed data from TEM-EELS results
DOI: 10.6084/m9.figshare.24784236.v1
title: RAD microbes Session 1

description: This Item contains the files needed for session 1 of the RAD microbes workshop
DOI: 10.6084/m9.figshare.3519260.v1
title: Appendix I. A figure presenting model-averaged parameters of the general model (model 3) for species richness and Fisher's alpha.

description: A figure presenting model-averaged parameters of the general model (model 3) for species richness and Fisher's alpha.
DOI: 10.17632/ksxth98ndf
title: File Repository_A novel synchronization method between high-speed ADC and cost-effective custom FPGA in an FPGA-based data acquisition system

description: A novel synchronization method between high-speed ADC and cost-effective custom FPGA in an FPGA-based data acquisition system

LVDS to FMC-LPC Synchronization Project

This project enables synchronization and data capture from LVDS signals through the FMC-LPC interface using an FPGA. It provides a reliable data path by implementing novel clock and frame alignment techniques.
DOI: 10.17632/z6w3p58j9h
title: Replication Data for: Words That Stick Predicting Decision Making and Synonym Engagement Using Cognitive Biases and Computational Linguistics

description: This research utilizes cognitive neuroscience and information systems research to predict user engagement and decision-making in digital platforms. By applying Natural Language Processing (NLP) techniques and cognitive bias theories, we investigate user interactions with synonyms in digital content. Our approach incorporates four cognitive biases - representativeness, ease-of-use (processing fluency), affect-biased attention, and distribution/availability (R.E.A.D) - into a comprehensive model. The model's predictive capacity was evaluated using a large user survey, revealing that synonyms representative of core concepts, easy to process, emotionally resonant, and readily available, fostered increased user engagement. Importantly, our research provides a novel perspective on human-computer interaction, digital habits, and decision-making processes. Findings underscore the potential of cognitive biases as powerful predictors of user engagement, emphasizing their role in effective digital content design across education, marketing, and beyond
DOI: 10.6084/m9.figshare.28227656.v1
title: <b>Species with larger seeds exhibit more stable interannual population dynamics in a species-rich alpine meadow</b>

description: We recorded the plant cover of 60 species by flower density in a species-rich alpine meadow across four years. The inverse of Pielou’s evenness index was calculated to display the interannual population dynamics. Seeds from those species were weighed and germinated in a series of conditions by simulating seasonal environmental changes of the meadow. We used phylogenetic generalized least squares (PGLS) models to detect the correlation between seed mass, the variation amplitude of final germination proportion, and the population dynamics among the community plants.
DOI: 10.17632/2247f6kygy
title: Process Understandability for DFG Notation

description: This data set is composed of 3000 JPEG files and an MS Excel file which contains attributes of each JPEG file. The data set was prepared to measure process understandability and structuredness for diagrams in Directly-follows Graph (DFG) notation. For creating a DFG, main input is a transition matrix which is built using event logs. Disregarding the repeating number of loops between the nodes in a control-flow diagram and including self-loops, there can be at most n^2 distinct process diagrams with n nodes. For a 10-step process, number of all possible process diagrams is 100 under these conditions. From a practical point of view, since node number less than 3 is not considered as a process most of the times and creating process diagrams more than 43 causes system performance problems, the range for nodes in the data set was specified to be between 3 and 43. So, the complete set size is 27429. Among all these possible process diagrams, 3000 of them were randomly created with Python. Visual data set sample size corresponds to 10.94% of the possible diagrams in the selected range and can represent all possible process diagrams in the defined universe. 

For simplification purposes, thickness is the same for all edges, activity names are standardized (Activity1, Activity2 etc.), artificial start / end nodes are not included and diagram directions are from left to right. Starting from 3 nodes, process diagram generation algorithm basically determined the number of arcs and created the transition matrix randomly. Then a process diagram was created with this information and number of nodes, arcs and self-loops were saved in the MS Excel spreadsheet. With this information, following columns were obtained:

- Number of Nodes (Size)
- Number of Arcs
- Total Number of Elements (including all nodes and arcs)
- Number of Self Loops (Arcs starting and ending at the same node)
- % of All Possible Behaviors (Density)
- Arcs per Node (CNC: Coefficient of Network Connectivity)
- Arcs per Node Excluding Self Loops (CNCX: Coefficient of Network Connectivity Excluding Self Loops)
- Logarithm of Arcs per Node (LogCNC)
- Logarithm of Arcs per Node Excluding Self Loops (LogCNCX)

In addition to the input variables above, an initial evaluation was made by a process expert whether a given diagram is structured or not which is given in Classification column. In the evaluation phase, together with the adjectives structured / unstructured, simple / complex, spaghetti-like, easy / hard to understand and metrics used in the literature, 3 other guiding criteria were included:

- Is it possible to follow the flow and read it as a process diagram?
- What would be the effort to make the process diagram more structured?
- Would this process diagram be an acceptable output for a customer?

Classification columns is the output variable in 0-1 scale where 0 is structured and 1 is unstructured.