cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.17632/2wk2v3tdp7
title: SRHRM - Deviant Behavior

description: This dataset was collected to examine how socially responsible human resource management (SRHRM) affects deviant workplace behaviors (DB) through the mediation of employee well-being—comprising physical (PHW), psychological (PSW), and social (SW) well-being—and the moderating role of leader gender. The data were obtained through two time-lagged surveys across 20 companies (both domestic and FDI) in the Southern Key Economic Zone of Vietnam, including responses from 1,195 employees with a minimum of three years of tenure. The dataset includes responses to validated Likert-scale instruments measuring SRHRM perceptions, well-being dimensions, deviant behaviors, demographic variables, and leader gender. The dataset supports structural equation modeling and moderated mediation analysis and can be reused for studies in organizational behavior, HRM, leadership, and workplace ethics.
DOI: 10.17632/2wk2v3tdp7.1
title: SRHRM - Deviant Behavior

description: This dataset was collected to examine how socially responsible human resource management (SRHRM) affects deviant workplace behaviors (DB) through the mediation of employee well-being—comprising physical (PHW), psychological (PSW), and social (SW) well-being—and the moderating role of leader gender. The data were obtained through two time-lagged surveys across 20 companies (both domestic and FDI) in the Southern Key Economic Zone of Vietnam, including responses from 1,195 employees with a minimum of three years of tenure. The dataset includes responses to validated Likert-scale instruments measuring SRHRM perceptions, well-being dimensions, deviant behaviors, demographic variables, and leader gender. The dataset supports structural equation modeling and moderated mediation analysis and can be reused for studies in organizational behavior, HRM, leadership, and workplace ethics.
DOI: 10.17632/3243t89y3b.1
title: LINF_170012200

description: Protein of unknown function - conserved; Leishmania infantum (strain JPCM5)
DOI: 10.17632/6f2w2fxdyk.1
title: DrugSurvPlot_data

description: https://smuonco.shinyapps.io/DrugSurvPlot/
DrugSurvPlot (Pan-Cancer Drug Sensitivity Score Survival Analysis) is a large-scale interactive web tool dedicated to pan-cancer survival analysis and visualization by using results from drug sensitivity score. With DrugSurvPlot, users can quickly explore the impact of target drug on survival outcomes in different tumors, assisting clinicians and researchers in further investigating the mechanism of tumor development and improving clinical decision-making.
DOI: 10.17632/8kpf6kb7bh.1
title: Structure of a Type II SMC Wadjet Complex from Neobacillus vireti

description: Structural Maintenance of Chromosomes complexes are essential DNA-folding motors that facilitate critical cellular functions, including chromosome segregation and DNA repair. Wadjet systems are prokaryotic SMC complexes specialized in cellular immunity against plasmids. Type I Wadjet systems restrict plasmids via a DNA extrusion-cleavage reaction. Two other Wadjet types (II and III) have also been identified, however, their molecular characteristics are unclear. Here, we reconstituted a representative type II Wadjet system from Neobacillus vireti. We show that this system shares substrate selection and cleavage properties with type I but exhibits distinctive structural features, including a long elbow-distal coiled coil, a channel-less hinge, and a tandem KITE subunit. These features help identify the common and distinguishing architectural elements in the family of Wadjet systems and raise intriguing questions about the evolution of prokaryotic SMC complexes.
DOI: 10.17632/wry4vkxsj3.1
title: LINF_170012400

description: Acyl-CoA-binding domain-containing protein; Leishmania infantum (strain JPCM5)
DOI: 10.17632/gdbdgp4v63.1
title: LINF_170013000

description: EF-hand domain-containing protein; Leishmania infantum (strain JPCM5)
DOI: 10.17632/9k894hy6w6.1
title: LINF_170013300

description: Protein of unknown function - conserved; Leishmania infantum (strain JPCM5)
DOI: 10.17632/yhsh4y4v24.1
title: LINF_170014000

description: MutL/Mlh/Pms-like protein; Leishmania infantum (strain JPCM5)
DOI: 10.21227/d68s-t550
title: "Synthetic Mobile Application Security Dataset for ML Vulnerability Detection"

description: "This dataset contains synthetically generated data representing security profiles of mobile applications, designed for training and evaluating machine learning models for vulnerability detection. It was created as part of the research described in the paper \"Machine Learning-Based Vulnerability Detection in Mobile Applications\" by Yanguema and Yin.The dataset comprises 100 samples, each characterized by 10 engineered security features: `storage_encryption_level`, `api_security_score`, `data_transmission_security`, `authentication_strength`, `input_validation_score`, `network_communication_security`, `third_party_library_risk`, `runtime_permissions_management`, `code_obfuscation_level`, and `certificate_pinning_implementation`. These features are provided as raw numeric scores (floating-point). Each sample is labeled with a binary target variable, `vulnerability_label`, indicating the simulated presence (1) or absence (0) of security vulnerabilities.The data generation process aimed to mirror realistic distributions and correlations relevant to mobile application security assessments. Note: The feature values in this file require normalization Min-Max scaling to [0,1] as a preprocessing step, as described in the associated paper's methodology, before being used for model training. This dataset can be used to reproduce the results presented in the associated paper, benchmark alternative machine learning approaches, and serve as a resource for research into automated mobile security analysis. The data is provided in CSV format."
DOI: 10.17632/yb3rnv9pxx.1
title: LINF_170014200

description: Protein of unknown function - conserved; Leishmania infantum (strain JPCM5)
DOI: 10.17632/xph53svyf7.1
title: Import tariff and import volume: case of US-Vietnam

description: Data presents the import volume of US from Vietnam between 1994-2024
DOI: 10.17632/6rbjff24ks.1
title: Rapid Emergency Medicine Scores in the Prediction of Adverse Outcomes in Patients with SARS-CoV-2: A Scoping Review and Meta-Analysis

description: AIM OF THE STUDY. To evaluate the prognostic value of rapid scoring systems in predicting mortality and adverse outcomes in patients with COVID-19 (novel coronavirus infection).

MATERIALS AND METHODS. A literature search was conducted in the PubMed, eLibrary, and Science Gate databases. The prognostic value of the rapid scoring systems was assessed using a meta-analysis of AUROC (Area Under the Receiver Operating Characteristic curve), which predicted mortality and adverse outcomes (ICU admission, organ support, or death) in patients with COVID-19. Data were statistically processed using MedCalc 20.027 and Microsoft Office Excel 2019.

RESULTS. Sixty studies involving a total of 619,494 patients were included in the systematic review and meta-analysis. Five scoring systems were used for predicting hospital mortality: NEWS, NEWS2, REMS, qSOFA, and the SIRS criteria. The REMS scale demonstrated the best results, with an AUC of 0.808 (95% CI 0.776–0.839), while the SIRS criteria showed the lowest prognostic value, with an AUC of 0.662 (95% CI 0.596–0.728). The NEWS, NEWS2, and qSOFA scales also demonstrated good results, with AUC ranging from 0.722 to 0.782. However, all scales showed high heterogeneity (I² &gt; 96%), suggesting variability in populations and study conditions. The same scales were used to predict the severe course of COVID-19. In this context, NEWS and NEWS2 showed the greatest effectiveness, with an AUC of 0.778 (95% CI 0.707–0.849 and 95% CI 0.738–0.819, respectively). The REMS scale showed an AUC of 0.733 (95% CI 0.708–0.757) with minimal heterogeneity (I² = 0.0%), while the qSOFA scale had an AUC of 0.662 (95% CI 0.606–0.717) and the SIRS criteria had an AUC of 0.607 (95% CI 0.511–0.702). High heterogeneity was observed for the NEWS, NEWS2, and qSOFA scales (I² from 82.4% to 99.6%), which further suggests variability in study conditions.

CONCLUSIONS. The data suggest that the REMS, NEWS, NEWS2, and qSOFA scales can be used in clinical practice as prognostic tools for assessing the risk of hospital mortality and severe outcomes in COVID-19 patients.
DOI: 10.17632/6rbjff24ks.2
title: Rapid Scoring Systems for Predicting Adverse Outcomes in Patients with COVID-19: A Systematic Review and Meta-Analysis

description: OBJECTIVES. To assess the prognostic value of rapid scoring systems in predicting mortality and adverse outcomes in patients with COVID-19 (COronaVIrus Disease 2019).
MATERIALS AND METHODS. A literature search was conducted in PubMed, eLibrary, and Science Gate. The prognostic value was evaluated via meta-analysis of AUROC (Area Under the Receiver Operating Characteristic Curve) for mortality and adverse outcomes (ICU admission, organ support, or death). Statistical analysis was performed using MedCalc 20.027 and Microsoft Excel 2019.
RESULTS. Sixty studies with 619,494 patients were included. Five scoring systems –NEWS, NEWS2, REMS, qSOFA, and SIRS were analyzed for predicting hospital mortality. REMS showed the highest prognostic value (AUC 0.808; 95% CI 0.776–0.839), while SIRS had the lowest (AUC 0.662; 95% CI 0.596–0.728). NEWS, NEWS2, and qSOFA demonstrated good predictive performance (AUC 0.722–0.782). High heterogeneity (I² &gt; 96%, P &lt; 0,1) was observed across studies. 
Same scoring systems were assessed for predicting severe disease, NEWS and NEWS2 were most effective (AUC 0.778; 95% CI 0.707–0.849 and 0.738–0.819, respectively). REMS had an AUC of 0.733 (95% CI 0.708–0.757) with minimal heterogeneity (I² = 0%, P &gt; 0,1), while qSOFA and SIRS showed lower accuracy. High heterogeneity remained for NEWS, NEWS2, and qSOFA.
CONCLUSIONS. The systematic review and meta-analysis showed that the REMS, NEWS, NEWS2, and qSOFA scores have sufficient prognostic value for predicting mortality and severe outcomes in COVID-19 patients. The REMS scale was most effective for predicting in-hospital mortality, while NEWS and NEWS2 were superior for assessing the risk of severe disease. These findings support the use of rapid scoring systems for risk stratification in clinical practice.
DOI: 10.15468/dl.6p29uu
title: Occurrence Download

description: A dataset containing 6 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 }
 ]
 },
 "TaxonKey is Patagioenas squamosa (Bonnaterre, 1792)",
 "Year is greater than or equal to 1950",
 {
 "or" : [
 "GadmGid is USA",
 "GadmGid is CAN",
 "GadmGid is MEX"
 ]
 }
 ]
}

 The dataset includes 6 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0017270-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17632/n4ptkxb36h.1
title: Winter-spring drought in Yunnan since the early 19th century and its impact on social governance in China’s southwestern border regions

description: Climate change and variability have been demonstrated in interdisciplinary scholarship to, in some cases, have play a noteworthy role in a number of aspects in human history. Many studies in the climate–history nexus concerns East Asia, but comparatively few the southwestern border areas of China. Although adverse climatic conditions have had profound environment and socio-economic impacts in this vast region, its effects on societal changes in the past remain poorly understood. Here, we present a consistent picture of the environment and socio-economic impacts of drought in the southwestern border areas of China. To this end, we developed a new precipitation reconstruction for the central Yunnan region over the 1814–2022 period. This reconstruction was used to evaluate the duration and severity of droughts. Additionally, we explored the relationship between extreme low precipitation and the outbreak of specific plague (Yersinia pestis) epidemics. Our findings reveal the presence of persistent drought conditions, which presumably contributed to economic and societal instability preceding the Du Wenxiu Uprising (杜文秀起义, 1856–1873), particularly impacting regions reliant on arable and pastoral agriculture. Large-scale peasant uprisings, concurring in time with drought, occurred in the mid-19th century against the backdrop of the repressive tax policies of the late Qing Dynasty. Two to three years after the onset of the Yunnan drought during the period 1814–1900, outbreaks of plague occurred and ongoing armed conflicts favored the spread of the disease. In conclusion, our reconstruction not only underscores the occurrence of recurrent multi-year drought conditions in the region but also suggests a potential key role for climate variability in shaping the socio-economic dynamics of this ecologically fragile area during the 19th century.
DOI: 10.15468/dl.jvupyr
title: Occurrence Download

description: A dataset containing 205 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Milyeringa Whitley, 1945"
 ]
}

 The dataset includes 205 records from 15 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0017274-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.v7myfr
title: Occurrence Download

description: A dataset containing 97 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Solanecio gigas (Vatke) C.Jeffrey"
 ]
}

 The dataset includes 97 records from 15 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0017275-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17632/skvkbhwxsc.1
title: Efficacy and safety of 308-nanometer light-emitting diode phototherapy for Prurigo Nodularis: A randomized and self-controlled clinical trial

description: In this dataset, we have provided supplementary information for the study titled "Efficacy and safety of 308nm light-emitting diode phototherapy for Prurigo Nodularis: A randomized and self-controlled clinical trial." The supplementary materials include supplementary Figures and tables. A detailed description is provided below:
Supplementary Figure 1. Eligibility criteria
Supplementary Figure 2. Exclusion criteria
Supplementary Figure 3: Termination Criteria
Supplementary Figure 4. Study flow diagram.
Supplementary Figure 5. The changes in skin lesions of a patient with prurigo nodularis.
Supplementary Table 1: Baseline of demographic and clinical characteristics in patients with PN.
Supplementary Table 2: Outcomes of 9 participants
DOI: 10.17632/skvkbhwxsc.2
title: Efficacy and safety of 308-nanometer light-emitting diode phototherapy for Prurigo Nodularis: A randomized and self-controlled clinical trial

description: In this dataset, we have provided supplementary information for the study titled "Efficacy and safety of 308nm light-emitting diode phototherapy for Prurigo Nodularis: A randomized and self-controlled clinical trial." The supplementary materials include supplementary Figures and tables. A detailed description is provided below:
Supplementary Figure 1. Eligibility criteria
Supplementary Figure 2. Exclusion criteria
Supplementary Figure 3: Termination Criteria
Supplementary Figure 4. Study flow diagram.
Supplementary Figure 5. The changes in skin lesions of a patient with prurigo nodularis.
Supplementary Table 1: Baseline of demographic and clinical characteristics in patients with PN.
Supplementary Table 2: Outcomes of 9 participants
DOI: 10.17632/xj28cbmcgz.1
title: Earth Observation of Ecosystem Properties in Ecosystem Service (ES) Models: A Systematic Review of ES Literature (2012-2021) - CODING SET

description: Data used for paper submission "Earth Observation of Ecosystem Properties in Ecosystem Service (ES) Models: A Systematic Review of ES Literature (2012-2021)"
DOI: 10.17632/dtpvpk8fvt.1
title: LINF_150023360

description: presenilin-like aspartic peptidase; Leishmania infantum (strain JPCM5)
DOI: 10.17632/dtpvpk8fvt.2
title: LINF_150023360

description: Presenilin-like aspartic peptidase; Leishmania infantum (strain JPCM5)
DOI: 10.17632/s4nn76fk33.1
title: LINF_160005500

description: ATP-dependent DEAD/H RNA helicase Leishmania infantum (strain JPCM5)
DOI: 10.17632/s4nn76fk33.2
title: LINF_160005500

description: ATP-dependent DEAD/H RNA helicase | DDX17; Leishmania infantum (strain JPCM5)
DOI: 10.17632/mzhcwsd5tv.1
title: LINF_160005600

description: AAA+ ATPase; Leishmania infantum (strain JPCM5)
DOI: 10.17632/mzhcwsd5tv.2
title: LINF_160005600

description: Peroxisome assembly factor 2 | Pex6; Leishmania infantum (strain JPCM5)
DOI: 10.17632/msg7bfg5t6.1
title: Ideotype optimization with Crop Modelling: CERES-Rice

description: This dataset supports the study on rice ideotype optimization using the CERES-Rice model integrated with AI-driven sensitivity analysis and genetic algorithm optimization. It includes the input files, environmental scenarios (weather and soil data), and the output results from 1,884 virtual rice cultivars. Each cultivar is evaluated across four contrasting environments to analyze performance based on grain yield and water use efficiency. The dataset is structured to allow reproduction of the full analysis pipeline, including outputs and the final ideotype comparison with field cultivars.
DOI: 10.15468/dl.rvs7xy
title: Occurrence Download

description: A dataset containing 1943 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((174.43254 -36.40715,174.68139 -36.3083,174.43809 -35.64042,174.15201 -35.66663,174.43254 -36.40715))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Lepidoptera"
 ]
}

 The dataset includes 1943 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0017276-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17632/wptgsbr7fn.1
title: Thermal-Images-of-Bread-Contamination-Labeled

description: This dataset consists of thermal images of bread slices, both contaminated and uncontaminated, designed for training and evaluating computer vision models for contamination detection. Commercial white bread was used, with slices standardized for size (10x10x1 cm) and moisture content (35 ± 2%). Four common food processing contaminants (deionized water, refined vegetable oil, food-grade machinery grease, and a diluted cleaning agent) were applied at two different levels, with 50 bread slices prepared for each contaminant and 50 uncontaminated controls. Contaminant application was carefully controlled using micropipettes and spatulas, with triplicate runs for each scenario. Thermal images were captured using a FLIR One Pro camera (160x120 resolution, 70 mK sensitivity) within a custom-built, light- and temperature-controlled enclosure. A hot-air blower provided a heat stimulus (35°C airflow for 2 or 3 seconds) at a 45° angle, and a conveyor system with a non-reflective black surface ensured consistent imaging. A total of 650 thermal images were acquired. Preprocessing and augmentation were performed using Roboflow software. Preprocessing steps included auto-orientation, cropping, resizing to 640x640, auto-contrast adjustment, and grayscale conversion. Augmentation techniques included flipping and exposure adjustments. The final dataset comprises 1342 training images, 56 validation images, and 28 test images along with their labels.
DOI: 10.17632/y8dgfgzs2k.1
title: Quality assessment

description: Supporting data for quality assessement of open buiding datasets
DOI: 10.17632/dwn5829g43.1
title: Acanthamoeba keratitis treatment: an 8 case summary

description: This is a spreadsheet workbook includes the data from all recorded treatment changes for a sample of 8 patients having had an episode of Acanthamoeba keratitis managed using individualised treatment delivery, as opposed to per-protocol delivery, for a sample (one in every sixth patient of a 48 patient consecutive series) from London (Moorfields Eye Hospital) treated patients between 1997 and 2011. This series is from a dataset used in a previous study (Papa V, Rama P, Radford C, Minassian DC, Dart JKG. Acanthamoeba keratitis therapy: time to cure and visual outcome analysis for different antiamoebic therapies in 227 cases. Br J Ophthalmol. Apr 2020;104(4):575-581. doi:10.1136/bjophthalmol-2019-314485). The first worksheet "Comparison of protocols and cases" compares the treatment delivery for these cases to that of the protocol specifications for critical keratitis treatment points. The protocol specifications are from the treatment delivery protocol used in a published Phase 3 Trial (Dart JKG, Papa V, Rama P, et al. The Orphan Drug for Acanthamoeba Keratitis (ODAK) Trial: PHMB 0.08% (Polihexanide) and Placebo versus PHMB 0.02% and Propamidine 0.1. Ophthalmology. Mar 2024;131(3):277-287. doi:10.1016/j.ophtha.2023.09.031). The second worksheet includes all the treatment changes throughout the course of treatment to the last follow-up visit for each of the 8 cases.