cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.6084/m9.figshare.25498627.v1
title: Supplementary Material for: A fatal outcome after cessation of nucleotide analogue therapy in a patient with chronic hepatitis B

description: Introduction: Emerging evidence suggest that long-term nucleotide analogue (NA) therapy can be ceased in a selective group of chronic hepatitis B (CHB). This is being gradually implemented in clinical practice. 
Case presentation: A 68-year-old man known with a chronic HBeAg-positive hepatitis B infection without signs of advanced liver fibrosis or cirrhosis, was admitted with acute liver failure. Two months prior to his admission, he ceased his NA therapy. During the admission, NA therapy was re-started, but the liver function worsened. The patient was put on the high-urgency liver transplantation waiting list and the next day he was successfully transplanted. However, the patient died seventeen days later due to haemorrhagic shock that resulted from intra-abdominal bleeding and acute pancreatitis. 
Conclusion: Current guidelines suggest that NA therapy can be discontinued in a selective group of CHB patients. However, these guidelines suggest different stopping- and follow-up criteria. This case illustrates that NA withdrawal is not without risks and that these differences in recommendations may lead to inadequate management and eventually fatal outcome.
DOI: 10.6084/m9.figshare.26648908.v1
title: FAP+ CAFs Induce Macrophage M2-like Polarization via the FN1-Integrin α5β1 Axis in Breast Cancer

description: Data from the study indicate that FAP+ CAFs induce macrophage M2-like polarization through the FN1-integrin α5β1 axis in breast cancer microenvironment.
DOI: 10.6084/m9.figshare.25257001.v3
title: Protection in four-terminal HVDC system including Scientometric Data

description: The current and voltage data provided in the Excel file are related to raw data that can generate the following data for testing the proposed algorithm. The provided data description outlines the characteristics and parameters used in generating a dataset for testing an algorithm designed to detect internal faults within DC link 12 under various scenarios. Here's a detailed breakdown of the data description:<br>
DOI: 10.6084/m9.figshare.28558724.v1
title: Data.zip

description: This dataset contains morphometric and climatic characteristics, regional boundary information, and index change results analyzed in "Predicting Climate in Arid Regions and Assessing Climate Change Risks: Integrating Machine Learning and Remote Sensing Techniques." The dataset is provided in xlsx, text, and shapefiles format and can be used for further climate change analysis, risk assessment, and modeling using Markov Chain modeling.
DOI: 10.17632/nfsydtdcsm
title: Sexual dysfunction with 5-alpha-reductase inhibitor therapy for androgenetic alopecia: a global propensity score matched retrospective cohort study

description: Supplementary tables and figure for "Sexual dysfunction with 5-alpha-reductase inhibitor therapy for androgenetic alopecia: a global propensity score matched retrospective cohort study"
DOI: 10.17632/t92fntwd8c
title: Environmental discounting in Chibombo, Zambia

description: This study used aspects of discounting i.e. time preference and risk aversion to investigate environmental discounting towards the adoption of Sustainable Land Management (SLM) practices among smallholder farmers in Chibombo District, central Zambia. Chibombo district is divided into 20 agricultural camps by the Ministry of Agriculture for administrative purposes. Of the 20 camps in the district, Kalola Camp was selected as the study area for this research because it is one of the camps with the most agricultural activity. Data for the study was collected in semi-structured interviews with 158 randomly sampled farmers; 3 Focus Group Discussions (FDGs); 2 key informant interviews; and field observations. The farmers were asked what agricultural practices and technologies they implement and why they implement them. This data was use to see what practices were dominantly implemented and reasons they are so widely practiced. In the interviews, farmers were also asked if they would use mineral fertiliser, herbicides and pesticides if these substances would cause soil degradation after a given period of time; and if they would plant fertiliser trees if soil fertility would manifest after a given time. Data from the semi-structured interviews was analysed using a Z-Proportion test at 95% confidence level, the results showed that more farmers were less likely to quit using mineral fertiliser, herbicides and pesticides if their soil degradation effects would manifest 20 to 50years in the future and more likely to quit using the substances if their effects manifested in 5 to 10years. This showed that farmers prefer benefits that manifest in the short-term compared to those that manifest in the far future. With fertiliser tree planting, farmers claimed they would plant fertiliser trees regardless of the time it took for the trees to grow and yield soil fertility benefits (average P-value of 0.24). However, evidence from field observations suggested the opposite. Farmers did not plant many fertiliser trees in their fields (0.5trees per hectare). Additionally, the survey revealed that 77% of the 158 farmers sampled did not plant fertiliser trees currently because they did not obtain the seedlings free of charge. It was further revealed in the FGDs that farmers are not willing to spend their financial resources on SLM practices whose soil fertility benefits take many years to manifest due to the uncertainty of reaping those benefits. This suggested traits of risk aversion in farmers. Thus, this study concluded that farmers demonstrated environmental discounting behaviour in the adoption of SLM practices.
DOI: 10.6084/m9.figshare.14368304.v1
title: Nest Success and Cavity Measurements

description: CSV file "AllNests" contains all information on all active nests, from subsequent visits to plots within the San Antonio Viejo Ranch, South Texas. <br><br>CSV file "ATBCDredgeData" contains all information on the ash-throated flycatchers daily nest success<br><br>CSV file "BCTIDredgeData" contains all information on the black-crested titmouses daily nest success. <br><br>CSV file "BEWRDredgeData" contains all information on the bewick's wren daily nest success.<br>CSV file "GFWODredgeData" contains all information on the golden-fronted woodpecker's daily nest success.<br><br>CSV file "ForagingCorrelations3" contains data of the biomass of Orthoptera, Hymenopters, and Coleoptera insect orders, and the subsequent foraging distances of woodpeckers at each site. <br><br>CSV file " InsectSxposures" formats the data so to easily do logistic exposure modeling of the relationship between insect orders and the daily nest success of our focal bird species. <br>
DOI: 10.6084/m9.figshare.1617829.v2
title: Systematic Review: EBNA1 and Nasopharyngeal carcinoma excel sheet

description: <strong>Search criteria</strong> The Google scholar, PubMed, and Web of Science database were used to search up to January, 2012. The search consisted of these key words: ‘‘nasophayngeal carcinoma’’ [All Fields] , OR ‘‘neck cancer’’ [All Fields], AND ‘‘pharynx cancer’’ [All Fields], OR ‘‘nasophayngeal carcinoma’’ [All Fields], OR ‘‘pharynx’’ [All Fields], AND ‘‘carcinoma’’ [All Fields], OR ‘‘throat cancer’’ [All Fields], AND “Epstein-Barr” [All Fields], OR ‘‘EBV’’ [All Fields], AND ‘‘infection’’ [All Fields], OR ‘‘Epstein-Barr Virus’’ [All Fields], OR ‘‘herpes virus’’ [All Fields], OR ‘‘human EBV virus’’ [All Fields], OR ‘‘EBV’’ [All Fields], AND ‘‘virus’’ [All Fields], OR ‘‘herpes epstein’’ [All Fields], NOT (‘‘animal’’) [All Fields]. The search only reflected studies that contained human subjects. <strong>Study inclusion and exclusion</strong> Our systematic review focused on published studies that included patients suffering from nasopharyngeal carcinoma while being infected and not infected with the EBV virus, the concentration of the EBNA1 viral protein in nasopharyngeal carcinoma affected patients, and the analysis of the types of genetic markers used to measure activity and concentration of EBNA1. Studies were selected by one viewer. Other studies that looked at nasopharyngeal carcinoma in animals were excluded due to different a different genetic makeup to humans. Moreover, studies including other types of diseases were excluded due to interacting symptoms that can cause confounding factors. The selection was done by browsing for titles and abstracts that contain information involving nasopharyngeal carcinoma infected patients with the EBV virus. If studies contained information of EBNA1, they were also selected as well. Some studies underwent full view, whereas most studies displayed abstracts. <strong>Data Extraction</strong> The data extraction was carried out by one reviewer. Extracted data were taken from the article inclusions. The data included: concentrations for EBNA1 in nasopharyngeal carcinoma patients, sample size of each experiment, the amount of control vs experimental groups containing nasopharyngeal carcinoma with and without EBV virus, the amount of patients displaying symptoms of nasopharyngeal carcinoma while being infected with the EBV virus, and the types of genetic markers used to track EBNA1 protein activity in the cell.
DOI: 10.17632/nrb55gr66h
title: Customer Churn Dataset containing real records from a leading Bulgarian telecom operator, specifically for business customers, including small, medium, and large companies

description: The dataset is containing real records from a leading Bulgarian telecom operator, specifically for business customers, including small, medium, and large companies. This dataset is generated by the telecom’s business information system, includes 8,454 instances, 14 attributes, and 1 target attribute.
The description of dataset features are:
PID Personal identification number of the business customer
CRM PID Value Segment Shows the value of the customer to the telecom company
Billing ZIP ZIP code place-city, village where the company is located
КА name The name of their Key Account Manager who serves them
Active subscribers The number of active subscribers for this PID
Not Active subscribers Number of non-active subscribers for this PID
Suspended subscribers The number of suspended subscribers in last 6 months
Total Subscribers Total subscribers for the business customer
Average Mobile Revenue Average subscriber revenue from mobile services
Average Fix Revenue Average subscriber revenue for fixed services including fixed phone lines and fixed Internet access
Total Revenue Total Revenue from the business customer
ARPU Average revenue per user/subscriber
Churn Churned or not churned to another telecom – Yes/No
DOI: 10.17632/8dx7ghgsvv
title: Stress-strain Data for Rubberized Concrete

description: This dataset presents a comprehensive collection of 80 uniaxial stress-strain data of cylindrical rubberized concrete specimens tested under compression. The data collection process involved systematic review and extraction of stress-strain data of 68 rubberized concrete mixes, compiled from different literature sources, incorporating rubber of various sources, sizes, volumes and attributes. Additionally, stress-strain data for 12 different rubberized concrete mixes with various rubber sizes and contents, were obtained from laboratory experiments performed by the contributor.
DOI: 10.6084/m9.figshare.25397830.v1
title: 中国兰州的气象数据

description: 数据来自清华大学和中国气象局，是中国的实测数据。该数据集是通过对兰州528890号气象站实测数据进行采集和整理得到的。该数据包括中国兰州全年8760小时的温度、湿度、风速、太阳辐射强度等气象数据。
DOI: 10.6084/m9.figshare.27079828.v1
title: Afternoon to early evening bright light exposure reduces later melatonin production in adolescents – Laboratory log

description: This work is licensed under CC BY-NC 4.0.
DOI: 10.6084/m9.figshare.27959679.v1
title: Seawater recirculation in seagrass meadow sediments releases alkalinity and enhances carbon sequestration

description: Seagrass surface water and porewater data.
DOI: 10.6084/m9.figshare.706346.v1
title: Code for some analyses in the manuscript "Extinction risk and evolution of a quantitative trait in a variable environment with increasing frequency of extreme events"

description: Code for some analyses in the manuscript "Extinction risk and evolution of a quantitative trait in a variable environment with increasing frequency of extreme events". In particular, code to (i) compute gam, glm and ols models in Table 2 and Table 3, (ii) cutoff for models in Table 3, (iii) plot predictions of glm model in Table 3
DOI: 10.15468/dl.5xvwpk
title: Occurrence Download

description: A dataset containing 12234 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Houttuynia cordata Thunb.)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present"
 ]
}

 The dataset includes 12234 records from 205 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0013144-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17632/swnf723tdh
title: Semi-automatic calculations of multi-loop Feynman amplitudes with AmpRed

description: We present a Mathematica package AmpRed for the semi-automatic calculations of multi-loop Feynman amplitudes with high efficiency and precision. AmpRed implements the methods of integration by parts and differential equations in the Feynman-parameter representation. It allows for the calculations of general parametric integrals (which may not have momentum-space correspondences). Various user-friendly tools for multi-loop calculations, such as those to construct and solve differential equations for Feynman integrals, are provided. It can also deal with tensor algebras in non-relativistic field theories. Interfaces to some packages, like QGRAF and FORM, are also provided.
DOI: 10.6084/m9.figshare.14267219.v3
title: Tabula Sapiens Single-Cell Dataset

description: Our goal is to make sequence data rapidly and broadly available to the scientific community as a community resource. It is our intention to publish the work of this project in a timely fashion, and we welcome collaborative interaction on the project and analyses. However, considerable investment was made in generating these data and we ask that you respect rights of first publication and acknowledgment as outlined in the Toronto agreement (Toronto International Data Release Workshop Authors. Prepublication data sharing. Nature. 2009 Sep 10;461(7261):168-70). By accessing these data, you agree not to publish any articles containing analyses of genes, cell types or transcriptomic data on a whole atlas or tissue scale prior to initial publication by the Tabula Sapiens Consortium and its collaborating scientists. If you wish to make use of restricted data for publication or are interested in collaborating on the analyses of these data, please use email or contact form available from the portal (https://tabula-sapiens-portal.ds.czbiohub.org/). Redistribution of these data should include the full text of the data use policy.<br>
DOI: 10.6084/m9.figshare.17122427.v1
title: ZINC 250K data sets

description: The standardised ZINC 250K data sets from publication "HyFactor: Hydrogen-count labelled graph-based defactorization Autoencoder".
DOI: 10.6084/m9.figshare.20209859.v8
title: Supplementary materials for Emotional prototypicality ratings for 636 Chinese words: a database of Chinese words with affective information

description: Prototypicality for Chinese words
DOI: 10.6084/m9.figshare.5122504.v1
title: Supplementary Material for: Abgelehnt, ausgeschlossen, ignoriert: Die Wahrnehmung sozialer Zurückweisung und psychische Störungen – eine Übersicht

description: Dieser Artikel gibt eine Übersicht über die Bedeutung von Zurückweisungsempfindlichkeit für subklinische Syndrome und psychische Störungen. Mit Zurückweisungsempfindlichkeit wird die Disposition bezeichnet, in sozialen Situationen davon auszugehen zurückgewiesen zu werden, potenzielle soziale Zurückweisungen vorschnell wahrzunehmen und extrem darauf zu reagieren. Aus 1075 Artikeln wurden 21 extrahiert, die Zurückweisungsempfindlichkeit mit dem Rejection Sensitivity Questionnaire (RSQ) an klinischen und nichtklinischen Stichproben untersuchen und Zusammenhänge zu psychopathologischen Symptomen und psychischen Störungen herstellen. Die Ergebnisse der Forschungsbefunde geben erste Hinweise auf eine störungsübergreifende Bedeutung der Zurückweisungsempfindlichkeit sowohl für die Ätiologie als auch für die Aufrechterhaltung psychischer Probleme. Borderline-Symptome, depressive Symptomatik, soziale Ängste und aggressive Verhaltensweisen gehen mit hohen Werten der Zurückweisungsempfindlichkeit einher, während die Aufmerksamkeitsdefizit-/Hyperaktivitätsstörung (ADHS) und psychotische Symptome nicht mit Zurückweisungsempfindlichkeit korrelieren. Empfehlungen für Forschung und Praxis werden diskutiert.
DOI: 10.6084/m9.figshare.7928513.v1
title: gVCF_HG02223

description: 1000 Genomes gVCF mapped to hs37d5 for HG02223. Complete collection: https://doi.org/10.6084/m9.figshare.c.4414307
DOI: 10.6084/m9.figshare.25909846.v1
title: Germline missense MSH6 VUS - 4

description: Molecular dynamics simulation of the VUS based on the ClinVar database, the simulation is up to 100 ns.
DOI: 10.17632/4zhjc3sj8d
title: Instances for secure container loading under multi-drop and axle weight constraints

description: The instances are designed to solve the Cargo Securing Problem under Multi-Drop and Axle Weight Constraints (CSP-MD-AW). The data set can be utilized for loading and packing of rectangular items with multiple customers or item groups as well as weight-related restrictions. Each file is designed as follows:
- The first line has two entries which indicate the number of customers/groups and the number of items/pallets.
- Each of the remaining lines provide the details of a rectangular item in five entries: item ID, customer/group ID, dimensions in centimeters (long-edge length and short-edge length) and weight in kilograms.

For example, the NII-P7C3M file below corresponds to an instance with 7 items from 3 customers. Items 0 and 1 belong to customer 1, items 2, 3, and 4 belong to customer 2 and items 5 and 6 belong to customer 3. 

3	7
0	1	120	80	500
1	1	120	80	500
2	2	120	80	1500
3	2	120	80	1500
4	2	120	80	1500
5	3	120	100	2400
6	3	120	100	2400

The file IDs contain information about the number of items and customers as well as weight and dimension categories. We refer to the original paper "Cargo securing under multi-drop and axle weight constraints" for the details of these categories.
DOI: 10.17632/9pfgb67ndk
title: AH_Organic_Acids_HPLC

description: The attached spreadsheet comprises raw data related to developing an HPLC analytical method, which is used for the analysis of food composition and compounds involved in biomass reactions . The dataset in addition to the incorporated mathematical formulas guide researchers and quality control employees working at food and biomass industries on how to design an experimental design to yield a robust analytical chromatography protocol. Importantly, mathematical formulas furnished with the datasheet feature a user-friendly template for all calculations needed for preparing analytical standards, mix standards, real samples, and the corresponding calibrations. 
This spreadsheet is composed of two sheets where the first one entitled 'HPLC Standards' deals with the calculations of the concentrations of analytical standards and their relevant calibrations plots. Whereas the second sheet entitled 'Samples Run' is designated for calculating the final concentrations of the samples under analysis. Moreover, the latter provides a concise approach on how to run an HPLC sequence for the quantification of the samples' ingredients. In addition, statistics as well as relative response factor of the used internal standard calculations are demonstrated.
DOI: 10.6084/m9.figshare.14564322.v1
title: Coding Sheet case study review land use change and conflict

description: Coding sheet for study by De Jong et al (2021): Understanding land-use change conflict: a systematic review of case studies<br>
DOI: 10.6084/m9.figshare.25112702.v1
title: Fabrication layouts

description: Fabrication layouts for polarization-dependent metasurfaces.
DOI: 10.6084/m9.figshare.27179964.v1
title: A high-quality chromosome-level genome assembly of Pacific white shrimp (Penaeus vannamei)

description: we sequenced the genome of the Pacific white shrimp using PacBio and Hi-C technologies, resulting in a 1.7Gb genome assembly with a Contig N50 of 57.65Kb and a Scaffold N50 of 605Kb. BUSCO analysis revealed that the genome assembly exhibited a gene coverage of 84.6%, which is considered high among crustacean reference genomes. In total, 907,237,377 bp of repetitive sequences (accounting for 50.48% of the assembled genome) and 22,923 protein-coding genes were identified. Utilizing Hi-C technology, we anchored 14,604 contigs onto 44 chromosomes, yielding a chromosome-level genome assembly with a contig N50 of 42,894,961 bp. In summary, our high-quality genome assembly provides valuable reference genomic resources for the improvement and breeding of elite cultivars of the Pacific white shrimp.
DOI: 10.17632/nrxz4sfj73
title: Machine Learning Topic on Intrusion Detection

description: Intrusion Detection Systems (IDSs) and Intrusion Prevention Systems (IPSs) are crucial tools for defending against sophisticated and constantly evolving network threats. Anomaly-based intrusion detection techniques are seeing consistent and accurate performance evolutions due to the absence of dependable test and validation datasets. Based on our assessments of the eleven datasets that have been available since 1998, it is evident that the majority of them are outdated and not trustworthy. many datasets in question exhibit limited traffic diversity and volumes, while others fail to encompass the full range of known assaults. Additionally, many datasets anonymize packet payload data, which hinders their ability to accurately reflect current trends. Additionally, some may have a deficiency in terms of their feature set and metadata. The CICIDS2017 dataset comprises both benign and the latest prevalent threats, accurately representing real-world data (PCAPs). The report also incorporates the outcomes of the network traffic analysis conducted by CICFlowMeter. The flows are categorized and labeled based on several attributes such as the time stamp, source and destination IPs, source and destination ports, protocols, and attack types. These results are stored in CSV files. Additionally, the definition of the extracted characteristics is also provided. Our main focus in constructing this dataset was to provide background traffic that closely resembles real-life scenarios. We utilized our suggested B-Profile system (Sharafaldin, et al. 2016) to analyze and characterize the abstract behavior of human interactions. This system also generates benign background traffic that mimics naturalistic patterns. We constructed the abstract behavior of 25 users for this dataset by analyzing their usage of the HTTP, HTTPS, FTP, SSH, and email protocols. The data collection session commenced at 9 a.m. on Monday, July 3, 2017, and concluded at 5 p.m. on Friday, July 7, 2017, spanning a duration of 5 days. Monday is the typical day when just mild traffic is present. The implemented attacks comprise Brute Force FTP, Brute Force SSH, Denial of Service (DoS), Heartbleed, Web Attack, Infiltration, Botnet, and Distributed Denial of Service (DDoS). They have been executed in both the morning and afternoon on Tuesday, Wednesday, Thursday, and Friday. In our latest approach for evaluating datasets (Gharib et al., 2016), we have established eleven essential criteria for constructing a dependable benchmark dataset. None of the prior Intrusion Detection System (IDS) datasets were able to encompass all 11 requirements.