cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.17632/rpdsn2jbnn
title: Chronic Pain, Opioids, Multimorbidity and Functionality: A Hispanic Database

description: This database has information about PROMIS Pain Intensity, PROMIS Global Health (physical and mental), and the count of multimorbidity. It also includes ethnorace, assigned sex at birth, gender, income, the region in Puerto Rico, and age, amongst other sociodemographics. It can be used to examine in depth how multimorbidity relates to chronic pain, how income relates to multimorbidity and chronic pain, etc. 

You can find more information about the original research below and in the link. The original article is in the peer-review process. Review https://www.healthmeasures.net/ for how to interpret the score from the PROMIS tools.

Hypotheses: 1) Multimorbidity will negatively mediate the relationship between chronic pain and functionality. 2) The opioid treatment will negatively moderate the direct relationship between chronic pain and functionality. 3) The opioid treatment will negatively moderate the INdirect relationship between chronic pain and functionality.

Objective: Analyze if multimorbidity mediates between chronic pain intensity and functionality while examining the moderation effect of opioid treatments on the relationship between chronic pain and multimorbidity on functionality. 
Method: Sample of 375 participants with chronic pain. Instruments: Self-report multimorbidity count, PROMIS Salud Global (mental and physical), and PROMIS Intensidad del dolor -Cuestionario abreviado 3a-PR. Descriptive statistics and inferential, mediation, and conditional process analysis were performed. 
Results: Mostly woman (81.5%), and Puerto Ricans (89.8%) with an average age of 52 years and of 5 co-occurrent health conditions. The average Pain Intensity, Global Mental Health, and Global Physical Health fluctuated between two and one standard deviation from the norm. Multimorbidity and chronic pain negatively relate to functionality. No indirect effect related to multimorbidity was identified. No moderation of opioid treatments of Global Mental Health was identified. The presence and absence of opioid treatment negatively influenced the direct effect of pain over Global Physical Health, but not on the indirect effect. 
Conclusions: Chronic pain and multimorbidity might have an important role in reducing functionality. Non-opioid alternatives to increase physical health should be considered.
DOI: 10.6084/m9.figshare.14884452.v3
title: Final Autism Dataset

description: Final Autism Dataset
DOI: 10.6084/m9.figshare.21760562.v1
title: Wing size and wing spot size of Drosophila guttifera

description: This data set shows wing size and wing spot size of <em>Drosophila guttifera</em>. We reared the flies under different temperature conditions and tested if wing size and spot size exhibit thermal plasticity. Not only we measured the absolute spot size for two spots, but we adjusted spot size with wing size and measured ratio of size between different spots.
DOI: 10.6084/m9.figshare.29095790.v2
title: Clay-associated Organic Carbon Burial on the Sunda Shelf: Weathering and Sea-Level Forcing

description: This file contains three tables for the manuscript of “Clay-associated Organic Carbon Burial on the Sunda Shelf: Weathering and Sea-Level Forcing”
DOI: 10.17632/3gzhhbmmsw
title: Indonesian SMEs' E-business Survey Data (Indonesia)

description: The data contains surveyed small and medium enterprises (SMEs) from various provinces in Indonesia. The data were collected through online survey questionnaires. The data may be analyzed using SmartPLS software to examine the relationships between factors that influence SMEs' e-business use and consequently the resulting impact.
DOI: 10.6084/m9.figshare.13643363.v3
title: A companion script for manuscript titled "Green transformational leadership and employee green behaviour: A meta-analysis"

description: A companion script for Kura, K. M., Umrani W.A., Ahmed, U., Salleh, N.M., Ringim, K. J., Mohiddin, F., & Shamsudin, F. M.(2021). Green transformational leadership and employee green behaviour: A meta-analysis
DOI: 10.6084/m9.figshare.15634230.v3
title: B3DB: A Curated Diverse Molecular Database of Blood-Brain Barrier Permeability with Chemical Descriptors

description: The highly-selective blood-brain barrier (BBB) prevents neurotoxic substances in blood from crossing into the extracellular fluid of the central nervous system (CNS). As such, the BBB has a close relationship with CNS disease development and treatment, so predicting whether a substance crosses the BBB is a key task in lead discovery for CNS drugs. Machine learning (ML) is a promising strategy for predicting the BBB permeability, but existing studies have been limited by small datasets with limitedchemical diversity. To mitigate this issue, we present a large benchmark dataset, B3DB, complied from 50 published resources and categorized based on experimental uncertainty. A subset of the molecules in B3DB has numerical logBB values (1058 compounds), while the whole dataset has categorical (BBB+ or BBB-) BBB permeability labels (7807). The dataset is freely available at https://github.com/theochem/B3DB. We also provide some physicochemical properties of the molecules. By analyzing these properties, we can demonstrate some physiochemical similarities and differences between BBB+ and BBB- compounds.
DOI: 10.6084/m9.figshare.19731553.v4
title: Dataset for "Performance Measurement of University-Industry Collaboration in the Technology Transfer Process A Systematic Literature Review"

description: This project contains the following underlying data: - PRISMA_2020_checklist - Figure 1 to 5 - Framework Prisma - Dataset Scopus - Dataset WoS
DOI: 10.6084/m9.figshare.21443223.v2
title: The chromosome-scale assembly of the Salvia rosmarinus genome reveals key genes in carnosic acid biosynthesis

description: The chromosomal-level genome sequence and gene annotation of <i>Salvia rosmarinus.</i>
DOI: 10.6084/m9.figshare.24039021.v4
title: MouseGoggles datasets

description: Files starting with "rfm": raw 2-photon imaging files of mouse V1 L2/3 neurons labeled with viral injection of Syn&gt;GCaMP6s. 256x256 Images include 4-color channels (blue, green, yellow, red) acquired at 3.41 Hz, with channel 2 collecting the majority of GCaMP emission. During each of the 3 imaging sessions (performed on different mice), a visual stimulation protocol was performed using randomized blocks (full details on the stimuli presented as well as the order and timing of presentation are located at https://github.com/sn-lab/MouseGoggles/tree/main/Published Data<br><br>loom_videos.zip:<br>All recorded video clips of head-fixed mice reacting to looming visual stimuli (1-meter dark object, approaching at 25 m/s starting from 20 m away) while simulating walking on a spherical treadmill. 3 sets of videos are included: an old dataset of 2 mice using the MouseGoggles headset, a newer dataset of 6 mice using the headset, and another newer dataset of the same 6 new mice using a projector-based VR system running a nearly-identical looming experiment.VR_ephy_8sessions.zip: folders and files associated with 8 recorded sessions of hippocampal electrophysiology during simulated walking in a continuous loop linear track experiment using MouseGoggles. Details of the contents of each folder as well as the data processing pipeline are located at https://github.com/sn-lab/MouseGoggles/tree/main/Published DataEye Tracking Videos.zip:<br>All raw and processed videos of eye tracking during looming stimuli presentation to head-fixed mice running on a treadmill. 5 subfolders each contain videos for 1 of 5 mice used in these experiments. Within each mouse folder, 4 subfolders contain unique video files: The "raw data" folder contains 2 videos for the raw right and left eye recordings. The "processed videos" folder contains 2 videos each for the 2 raw videos; the video with "bluemean" in the title contains just the blue color channel of the associated raw video, while the video with "redroi" in the title contains only the red color channel and cropped around the eye ROI. The "game video" folder contains the gameplay video of the experiment, showing what the VR headset presented to the mouse during the experiment. Finally, the "dlc" folder contains the deeplabcut-processed versions of the redroi eye tracking videos, with tracking points labeling the pupil and eyelids. Details of the data associated with these videos well as the data processing pipeline are located at https://github.com/sn-lab/MouseGoggles/tree/main/Published Data
DOI: 10.6084/m9.figshare.29009042.v1
title: Project data and code

description: Data and code to reproduce the analyses and figures in "<i>Who is paying the extinction debt? Phylogenetic and functional structuring on Greek islands is shaped by sea-level rise since the Last Glacial Maximum</i>". DOI: xxxxx
DOI: 10.17632/6dkk5jvnch
title: Big Dataset of Optical-Wireless Cyber-Physical Systems for Optimizing Manufacturing Services in the  Internet of Things-enabled Industry 4.0

description: •	The data presented in the article provides a fundamental building block of the next-generation Internet of things-enabled optical-wireless communication architectures for big data gathering in the electronics manufacturing Industry 4.0.
•	The published data will guide scientists for low-cost and energy efficient integration of different types of cyber-physical systems with varying data capacity requirements, and operate them optimally within realistic network scenarios in the electronics manufacturing Industry 4.0.
•	The data presented in the article will serve as a guide for readers for closely monitoring the assembly and manufacturing processes in real-time to minimize the faulty products and to boost the production process with lesser human interventions in the electronics manufacturing Industry 4.0.
•	The published data can be used as a benchmark problem by researchers interested in artificial intelligence-based network analysis of different types of manufacturing systems in the manufacturing Industry 4.0.
DOI: 10.25392/leicester.data.12957947
title: Splenic macrophages as the source of bacteraemia during pneumococcal pneumonia : original images

description: Original Image files for the figures of the paper "Splenic macrophages as the source of bacteraemia during pneumococcal pneumonia"
DOI: 10.6084/m9.figshare.24563590.v1
title: Energy transition index for 282 Chinese cities

description: The global target of limiting the increase in temperature to 1.5°C requires a shift from fossil fuels to renewable sources of energy, particularly in urban areas that house over half of the world's population and are major consumers of energy and emitters of carbon. However, cities vary in their energy systems and socioeconomic capacities to transition to renewable energy. To address this heterogeneity, this study proposes an Energy Transition Index (ETI) specifically designed for cities, and applies it to track the progress of energy transition in Chinese cities. The city-level ETI framework is based on the national ETI developed by the World Economic Forum (WEF) and comprises two sub-indexes: the Energy System Performance sub-index, which evaluates the current status of cities' energy systems in terms of energy transition, and the Transition Readiness sub-index, which assesses their socioeconomic capacity for future energy transition. The Energy System Performance sub-index includes two dimensions and seven components, while the Transition Readiness sub-index has four dimensions and eleven components. Each component consists of one or more indicators. The initial version of the dataset includes ETI and its sub-indexes for 282 Chinese cities from 2003 to 2019, with annual updates planned. The spatiotemporal data provided by the dataset facilitates research into the energy transition roadmap for different cities, which can help China achieve its energy transition goals.
DOI: 10.6084/m9.figshare.28447178.v1
title: Appendix: Usability Problem List

description: Appendix for manuscript
DOI: 10.6084/m9.figshare.28458935.v4
title: Emission inequality

description: This records the code, data, figures for our manuscript.
DOI: 10.6084/m9.figshare.4909973.v1
title: Internet addiction, psychological distress, and coping: Adult and adolescent populations

description: This data set covers 449 participants aged from 16 to 71 years of age from a wide range of English speaking Internet forums including social media, and self-help groups. Of these participants, 68.9% were classified as non-problematic users, 24.4% as problematic users, and 6.7% as addictive Internet users. The results indicated that among adolescents the main contributing factors to Internet addiction (IA) were: high use of discussion forums, high rumination levels, and low levels of self-care. For adults, IA was mainly predicted by: engagement in online video gaming and sexual activity, low email use, as well as high anxiety and high avoidant coping. Furthermore, problematic adult Internet users scored higher on emotion and avoidance coping responses while problematic adolescent Internet users scored higher on rumination and lower on self-care. Avoidance coping responses mediated the relationship between psychological distress and Internet addiction.
DOI: 10.6084/m9.figshare.6177074.v1
title: Supplementary Material for: IL-33 and Its Receptor ST2 after Inhaled Allergen Challenge in Allergic Asthmatics

description: <b><i>Background:</i></b> Previous murine models have demonstrated interleukin (IL)-33 to be an important mediator of type-2 inflammation and to promote airway hyperresponsiveness in allergic asthma. A number of inflammatory cells produce IL-33 and eosinophils express ST2 mRNA. The relationship between IL-33 and eosinophils in allergic asthma, however, remains unclear. <b><i>Objective:</i></b> The aim of this work was to evaluate in vitro the effect of allergen inhalation on IL-33 levels and expression of its receptor (ST2L) on eosinophils in allergic asthmatics, and the effect of IL-33 stimulation on eosinophil activity. <b><i>Methods:</i></b> Plasma and sputum IL-33, soluble ST2 (sST2) levels, and ST2L expression on eosinophils were measured in 10 healthy controls and 10 allergic asthmatics. Asthmatics underwent allergen and diluent inhalation challenges. Blood and sputum samples were collected to measure IL-33, sST2, and ST2L eosinophil expression before and 24 h after allergen inhalation. Purified blood eosinophils from allergic asthmatics were incubated overnight with IL-33 to assess ST2 and intracellular IL-5 expression. <b><i>Results:</i></b> Baseline levels of IL-33 in sputum and sST2 in plasma and sputum were similar in allergic asthmatics compared to healthy controls. In addition, there was no difference in blood or sputum eosinophil ST2L expression in healthy controls versus allergic asthmatics. Eosinophil ST2L expression was significantly increased 24 h postallergen inhalation in allergic asthmatics. In vitro stimulation of human eosinophils with IL-33 and LPS significantly increased eosinophil ST2L expression and IL-33 stimulation increased intracellular IL-5 expression, which was attenuated by treatment with sST2 and ST2 blockade. <b><i>Conclusion and Clinical Relevance:</i></b> In mild asthmatics, there was a significant upregulation of ST2 surface expression on eosinophils from blood and sputum following allergen inhalation challenge. In vitro, IL-33 stimulation of eosinophils increases both ST2 membrane expression and IL-5 production. These results support a role for IL-33 in causing allergen-induced eosinophilia. Blockade of IL-33 and ST2 signaling may present a novel therapeutic avenue for asthma treatment.
DOI: 10.6084/m9.figshare.6397262.v1
title: Annotation Table

description: Annotation of individual MS output files.
DOI: 10.6084/m9.figshare.7814345.v1
title: random media microstructures, https://arxiv.org/abs/1902.03968, sec. 3.3

description: Random media of nonoverlapping polydisperse spheres
DOI: 10.17632/32cvm9rc5y
title: The ARRIVE Essential 10 and The Recommended Set: Author Checklist

description: This ARRIVE 2.0 Checklist is designed to ensure transparent and comprehensive reporting of studies involving animals as research specimens. It provides a structured framework covering study design, methodology, ethical considerations, and data interpretation, enabling reproducibility and clarity in animal-based research.
The checklist accompanies a study investigating the effects of flunitrazepam (Rohypnol) on liver decomposition, using pigs (Sus Scrofa L.) as forensic models. The research hypothesizes that flunitrazepam delays enzymatic autolysis, impacting postmortem interval (PMI) estimation. The study involved two pigs—one control and one experimental (administered 2 mg flunitrazepam in 250 ml vodka)—with daily liver tissue sampling over 16 days. Samples were preserved in 10% neutral buffered formalin and analyzed using Hematoxylin and Eosin (H&E) and Masson's trichrome staining.
Findings show that flunitrazepam significantly slowed early liver decomposition, delaying autolysis and nuclear breakdown within the first six days. By day seven, decomposition rates in both groups aligned, with complete structural disintegration by day 16. These results emphasize the importance of considering drug effects when estimating PMI in forensic cases.
By standardizing study reporting, this checklist ensures that key methodological details—such as randomization, blinding, ethical approvals, and statistical methods—are clearly documented. It facilitates reproducibility, ethical compliance, and improved research quality in studies using animals as experimental subjects. Researchers, forensic scientists, and pathologists can use this checklist to enhance the validity, reliability, and application of animal-based findings in forensic and biomedical research.
DOI: 10.17632/89gs2v7ys6
title: 1875 Cadastral Survey of Istanbul

description: The first cadastral survey of Istanbul was conducted in 1875. The survey comprises detailed micro-level data on size, number of rooms, location, building material (i.e. wooden or masonry), building type (e.g. residence, shop, etc.), and owner’s identity for all real estate. Based on these observable characteristics, surveyors also appraised the value of each property and recorded the level of property tax accordingly. The rental price of each real property, if rented, is also available in the survey. The present dataset consists of the translations of a randomly selected 30% of all the archives. The number of observations is 6335. Exploiting the distinctive names of males and females, we appended a dummy variable indicating the gender of property owners. Using the same strategy, we also added a dummy variable showing the religious affiliation of owners. This rich dataset can be used for cliometric purposes and quantitative analysis by economic historians in myriad ways.
DOI: 10.6084/m9.figshare.13218746.v2
title: p62/SQSTM1-droplet serves as a platform for autophagosome formation and anti-oxidative stress response

description: p62/SQSTM1-droplet serves as a platform for autophagosome formation and anti-oxidative stress response
DOI: 10.6084/m9.figshare.17086763.v1
title: Interview Recordings

description: Audio recording of the interviews conducted during the data collection process of this journal article
DOI: 10.6084/m9.figshare.19944704.v1
title: Water monitoring of soybean crops using the TVDI obtained from surface radiometric sensors

description: Abstract The objective of this work was to evaluate the use of the surface moisture data generated by the temperature-vegetation dryness index (TVDI), obtained from sensors positioned on the surface of a soybean (Glycine max) agricultural field. The dry and wet limits of the index were obtained using Landsat-8 images covering the region around the crop. To assess the quality and consistency of the TVDI, a correlation analysis was carried out between the TVDI, the normalized difference vegetation index (NDVI), surface temperature (TS), and the variables that are usually used to express surface moisture. The TVDI showed a significant correlation with soil moisture, water storage in the soil, water deficit, real evapotranspiration, and the real evapotranspiration/potential evapotranspiration ratio. The displacement of radiometric data measured on the surface (NDVI and TS) within the evaporative triangle, adjusted with orbital data, consistently describes the variability of water conditions during the study period, being a tool to support decision-making in crop management.
DOI: 10.6084/m9.figshare.24307072.v1
title: <b>D</b>ataset for <b>O</b>pen <b>V</b>ocabulary <b>E</b>ntity <b>G</b>rounding (DOVE-G)

description: <b>DOVE-G</b>To accommodate the richness of open-vocabulary queries, we introduced a custom dataset—DOVE-G (Dataset for Open-Vocabulary Entity Grounding). This dataset has 8 scenes namely kitchen, kitchenette, room1, room2, room3, bathroom, computer lab, and hallway. This dataset is created to facilitate users to query for objects within a scene using natural language. For each scene within DOVE-G, we manually labeled the ground truth and created 50 natural language queries (<i>L</i><sub><em>q</em></sub> ). To augment this query set, we harnessed LLMs to generate four additional sets of natural language queries. This approach yielded a total of 250 queries for each scene, and cumulatively, we have 4000 queries to evaluate OVSG’s performance. With this setup, we set out to assess how our OVSG framework performs with open-vocabulary queries, one of our key research questions, providing a critical testbed for its effectiveness in handling diverse natural language expressions.
DOI: 10.6084/m9.figshare.26068425.v1
title: HiGTS_2000s3

description: HiGTS is a high temporal resolution global gridded dataset of human thermal stress metrics. Derived using climate variables from ERA5-Land and ERA5, the HiGTS consists of hourly gridded maps of Universal Thermal Climate Index (UTCI), Universal Thermal Stress (UTS), and daily Thermal Stress Duration (TSD) at 0.1° × 0.1° spatial resolution over the global land surface from January 1, 2000 to December 31, 2023.HiGTS_2000s3 contains the data from July 1, 2000 to September 30, 2000.
DOI: 10.6084/m9.figshare.22691476.v1
title: Untitled Item

description: The MIDOG++ dataset represents an extension of the data set used in the MIDOG 2021 and 2022 challenges. We provide region of interest images from 503 histological specimens of seven different tumor types with variable morphology: breast carcinoma, lung carcinoma, lymphosarcoma, neuroendocrine tumor, cutaneous mast cell tumor, cutaneous melanoma, and (sub)cutaneous soft tissue sarcoma. The human and canine samples were processed and stained at different human and veterinary pathology laboratories with standard H&E dye and digitized with different digital whole slide image scanners. We provide labels for 11,937 mitotic figures that have been differentiated against 14,351 imposter cells in a blinded consensus by two pathologists and a final decision by a third pathologist for disagreed labels.
DOI: 10.17632/f9gnsxtj5b
title: 2011-2018CLHLS

description: The data for this study come from the the Chinese Longitudinal Healthy Longevity Survey (CLHLS), the largest cohort study of the elderly population in China, organised by the Centre for Healthy Ageing and Development at Peking University and the National Institute for Development Research. The CLHLS covered 23 provinces, municipalities, and autonomous regions, with a cumulative total of 113,000 household interviews, and randomly selected about half of the cities and counties as research sites in the 22 research provinces (excluding Hainan Province). The survey was approved by the Institutional Review Board of Peking University(IRB00001052-13074). All participants or their legal representatives provided written informed consent.