cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.6084/m9.figshare.24132837.v1
title: <b>Weaning in Post-Cardiac Surgery</b>

description: <b>Background:</b>Weaning from mechanical ventilation is a crucial clinical hurdle for patients after cardiac surgery. Successfully liberating patients from the ventilator can considerably enhance their recovery and survival rates. The objective of this study is to create and validate a clinical prediction model that can assess the probability of successful extubation in patients following cardiac surgery, aiming to assist clinicians in making more accurate decisions during the weaning process from mechanical ventilation.<b>Method:</b>We conducted a single-center retrospective study enrolling 148 adult patients after cardiac surgery. All patients involved in the analysis were randomly assigned to a training set and a validation set. Univariate and multivariate analyses were performed to identify risk factors for weaning from mechanical ventilation in the training cohort. Based on these independent predictors, the nomograms were constructed to predict the probability of weaning and were validated in the validation cohort.<b>Results:</b> Among the 148 adults included in our study, 49 patients (33.1%) experienced delayed extubation. A predictive scoring system was derived based on 5 identified risk factors including Proportion of male, EuroscoreII, operation time, pump time, bleeding during operation and BNP level. According to the predictive system, the 5 independent predictors were used to construct a full nomogram. The model performed well in the validation set with AUC of 0.760 and a significant p-value of 0.956 in the Hosmer-Lemeshow test. The DCA curve and clinical impact curve showed a good clinical utility of this model.<b>Conclusion</b><b>：</b>We developed and validated nomogram model to predict early extubation after cardiac surgery. The nomogram may have clinical utility in risk estimation, risk stratification, and targeted potential preventive measures.
DOI: 10.6084/m9.figshare.7306535.v1
title: Supplementary Material for: Validation of a Noninvasive Hair Trapping Method for Extractive-Foraging Primates

description: Hair is a useful source of biological information. For example, the bulb can be a source of high-quality genetic material, whereas the shaft can be useful for measuring heavy metals and some hormones, such as cortisol. The stable isotope composition of hair is another valuable source of biological information. Consequently, noninvasive methods of hair sampling have become important research tools. Several hair-trapping methods have been developed for use on mammals, but these are rarely deployed on primates in part because their travel patterns can be difficult to predict and because many species are averse to novel objects in their environments. Yet if a species has a natural propensity to envision, manipulate, and withdraw extractable food resources, then a baited receptacle lined with double-sided tape may prove successful as a hair trap. Recently, researchers demonstrated the success of such a contraption with tufted capuchins, a Neotropical monkey species with a high degree of somatosensory intelligence and a proclivity for extractive foraging. Here, we replicate this method in a population of tool-using long-tailed macaques (<i>Macaca fascicularis</i>). Our trials validate the effectiveness of the method, suggesting that it is suitable for long-tailed macaques and other extractive-foraging primates.
DOI: 10.6084/m9.figshare.27011488.v1
title: Data to the article: <b>Playfulness as a key driver of behavioral intention in fashion mobile commerce</b>

description: This research investigates the role of playfulness in shaping behavioral intentions to engage with fashion mobile commerce. The study extends the Unified Theory of Acceptance and Use of Technology (UTAUT) by introducing playfulness as an exogenous variable. A survey was conducted with 300 Brazilian users, using a 21-item Likert scale to assess their perceptions of playfulness, as well as the effects of performance expectancy, effort expectancy, and social influence. The results show that playfulness exerts a stronger influence on behavioral intentions than both social influence and effort expectancy, indicating that a more playful online shopping environment increases user engagement. This study adds to the limited body of research on fashion m-commerce, a sector with significant commercial potential, particularly in Brazil's growing online retail market.
DOI: 10.6084/m9.figshare.28684583.v1
title: Supercell thunderstorm cases in Poland in period 2008-2022 - database

description: Tabular and vector database: more than 1700 cases of supercell cases in Poland ("List_of_cases_with_ID.rds"). Vectorisation was made based on CMAX radar images with ERA5 VMAXSHEAR parameter maps - maps are available in folder "radar_2008-2022.zip". Database contains atributes for each of case. Additionally, each of supercell has a shapefile polygon of its area, attached in database by ID number ("polygons_separate.zip"). Data from ERA5 reanalysis has been proceeded by thundeR v.1.4 and profile for each ID supercell is available ("ERA5_profiles_with_ID.rds"). Database have been funded by National Science Center in project 2021/41/N/ST10/02155.
DOI: 10.6084/m9.figshare.7819466.v1
title: Supplementary Material for: Inappropriate Use of the “Rosowski Criteria” and “Modified Rosowski Criteria” for Assessing the Normal Function of Human Temporal Bones

description: Important research by Rosowski et al. [Twenty-Seventh Meeting of the Association for Research in Otolaryngology, 2004, p. 275] has led to a standard practice by the American Society for Testing Materials [West Conshohocken: ASTM International; 2014] to assess normal function of temporal bones used in the development of novel middle ear actuators and sensors. Rosowki et al. [Audiol Neurotol. 2007; 12(4): 265–76] have since suggested that the original criteria are too restrictive and have proposed modified criteria. We show that both the original and modified criteria are inappropriate for assessing individual temporal bones. Moreover, we suggest that both the original and modified Rosowski criteria should be applied with caution when assessing whether mean data from a study are within physiological norms because the multiple comparisons resulting from verification at each frequency will lead to very liberal rejection. The standard practice, however, has led to the collection of more extensive and consistent data. We suggest that it is now opportune to use these data to further modify the Rosowski criteria.
DOI: 10.6084/m9.figshare.12044370.v1
title: The GenTree Leaf Collection: Inter- and intraspecific variation of leaf traits in seven forest tree species across Europe

description: These datasets include leaf traits (morphological -morpho.traits- and chemical -chemical-traits-) from tree populations of seven forest species across their European distribution. It includes a third file with the survey sites<br>
DOI: 10.6084/m9.figshare.19979633.v1
title: IMPACT OF ATOPIC DERMATITIS ON THE QUALITY OF LIFE OF PEDIATRIC PATIENTS AND THEIR GUARDIANS

description: ABSTRACT Objective: To evaluate the impact of atopic dermatitis on the quality of life of pediatric patients in the age group of 5-16 years, and their parents, assisted at the Dermatology Department of Universidade do Estado do Pará in 2015. Methods: A cross-sectional study including 51 patients and their guardians, to whom two questionnaires about the quality of life were applied, the Children’s Dermatology Life Quality Index (CDLQI) and the Dermatitis Family Impact (DFI). To evaluate the severity of the disease, the researchers applied the Severity Scoring of Atopic Dermatitis (SCORAD) index. The Pearson Product-Moment Correlation Coefficient (PPMCC) evaluated the correlation between CDLQI, DFI, SCORAD, and the contingency coefficient C evaluated the association between the qualitative variables, considering p&lt;0.05 significant. Results: Of the patients, 55% were female. The average age was 9.5±3.2 years, and 41% had family income up ≤1 minimum wage. The average score was 5.4±5.1 for CDLQI, 6.6±4.5 for DFI, and 28.3±19.8 for SCORAD. The correlation among the scores CDLQI, DFI, and SCORAD was significant by the PPMCC (p&lt;0,001). Conclusions: Atopic dermatitis affects the quality of life of both children and their guardians, and indicates the importance of including the study of quality of life as a complement to clinical evaluation.
DOI: 10.6084/m9.figshare.24426805.v1
title: Predicted gene set of the onion thrips (<i>Thrips tabaci</i> L.)

description: The GFF3 format file, CDS FASTA file and protein FASTA file of the predicted gene set in the genome assembly of the onion thrips (<i>Thrips tabaci</i> L.)
DOI: 10.6084/m9.figshare.6853982.v1
title: Aiptasia_sp_TPS-TPP.gff

description: Annotation of TPS-TPP genes of <i>Aiptasia</i> sp. modeled by on-demand gene prediction. Genome assembly was obtained from NCBI WGS GCA_001417965.1.
DOI: 10.17632/gk757y9mxh
title: Danio Rerio pineal gland single-cell RNA seq Seurat objects

description: Zebrafish pineal gland single cell data (original data described in Shainer et al. 2019). The Seurat objects were generated and analyzed as described in Shainer & Stemmer 2021.
DOI: 10.6084/m9.figshare.3553875.v1
title: Appendix B. Posterior predictive diagnostic plots for the univariate models within path models A and B.

description: Posterior predictive diagnostic plots for the univariate models within path models A and B.
DOI: 10.6084/m9.figshare.13333193.v1
title: Table S4 Summary of genomic features of complete prophages in Ralstonia spp. chromosome and megaplasmid

description: Table S4a Summary of genomic features of complete prophages in the <i>Ralstonia </i>spp. chromosome<br> Table S4b Summary of genomic features of complete prophages in the <i>Ralstonia </i>spp. megaplasmid<b></b>
DOI: 10.6084/m9.figshare.24274639.v1
title: Control and Treatment Social Media Posts

description: propaganda indicators
DOI: 10.6084/m9.figshare.26886111.v1
title: Exploring the roles and therapeutic implications of melatonin-mediated KLF6 in the development of intracranial aneurysm

description: Intracranial aneurysm (IA) is a cerebrovascular disease with a high mortality rate due to ruptured subarachnoid hemorrhage. While Krüppel-like factor 6 (KLF6) dysregulation has been implicated in cancer and cardiovascular diseases, its role in IA remains unclear. The GSE122897 and GSE15629 datasets were downloaded from the Gene Expression Omnibus database. Immune cell infiltration and hypoxia analysis were performed to explore the effects of KLF6 on IA. Weighted gene co-expression network analysis was used to identify hub genes related to KLF6 expression for subsequent analyses. Hypoxia-related genes were identified. Drug prediction was performed for IA. Samples from healthy individuals and patients with IA were collected to detect the expression of endothelin-1 (ET-1), vascular hematoma factor (vWF), and KLF6. A model of H<sub>2</sub>O<sub>2</sub>-induced human brain vascular smooth muscle cells (HBVSMC) injury was constructed to explore the effects of KLF6 and melatonin to treat IA. T cells CD4 memory resting and monocytes were significantly different in the KLF6 high and low expression groups. Four hypoxia-related gene sets were significantly enriched in the KLF6 high-expression group. Six hypoxia-related hub genes were obtained, which were significantly associated with KLF6. Drug prediction showed that melatonin may be a potential drug for IA. The levels of ET-1, vWF, and KLF6 were significantly upregulated in patients with IA. KLF6 exacerbates H<sub>2</sub>O<sub>2</sub>-induced injury in HBVSMC, ameliorated by melatonin. KLF6 may be a potential target for IA treatment, with melatonin-mediated KLF6 effects playing a crucial role in the development of IA. KLF6 was associated with infiltrated immune cells and hypoxia genes in intracranial aneurysm.KLF6 was significantly upregulated in patients with intracranial aneurysm.KLF6 exacerbates H<sub>2</sub>O<sub>2</sub>-induced injury in HBVSMC, ameliorated by melatonin. KLF6 was associated with infiltrated immune cells and hypoxia genes in intracranial aneurysm. KLF6 was significantly upregulated in patients with intracranial aneurysm. KLF6 exacerbates H<sub>2</sub>O<sub>2</sub>-induced injury in HBVSMC, ameliorated by melatonin.
DOI: 10.6084/m9.figshare.28839650.v1
title: Technology-Facilitated Sexual Violence Myth Acceptance Validation Dataset

description: This dataset accompanies a study focused on the development and validation of the <i>Technology-Facilitated Sexual Violence Myth Acceptance Scale (TFSVMA)</i>—a novel psychometric instrument designed to assess the endorsement of myths that justify or trivialize technology-facilitated sexual violence (TFSV). TFSV includes behaviours such as image-based abuse, online sexual harassment, doxing, and other coercive or abusive acts occurring via digital technologies.The dataset includes responses from 433 participants, comprising members of the general public, police personnel, and healthcare/social workers in Australia. This diverse sample allows for the assessment of TFSV myth acceptance across both community and professional populations, with implications for secondary victimization and institutional responses to victims.<b>Data collection and methodology</b>:Participants were recruited online through social media, survey distribution platforms, and targeted professional networks.Data were collected using a 47-item draft version of the TFSVMA scale, developed based on a comprehensive literature review and expert panel feedback.Participants also completed the Acceptance of Modern Myths about Sexual Aggression (AMMSA-21), the Sexual Image-Based Abuse Myth Acceptance Scale (SIAMAS), and the Marlowe-Crowne Social Desirability Scale.The final dataset includes demographic variables and anonymized responses to all scale items.<b>Analytical techniques</b> used include:Exploratory and confirmatory factor analyses (EFA/CFA)Bifactor modellingNetwork analysisReliability analysis (Cronbach’s α, omega coefficients)Convergent and discriminant validity testingDifferential item functioning (DIF) analyses<b>Ethical approval</b> for data collection was granted by the University of Jaén Human Research Ethics Committee. All participants provided informed consent prior to participation, and all data were collected anonymously to ensure privacy and confidentiality in accordance with ethical guidelines for human research.This dataset supports the validation of a tool that can inform research, training, and intervention efforts to address TFSV and reduce the normalization of digital sexual violence, especially in professional settings such as law enforcement and healthcare.
DOI: 10.6084/m9.figshare.29041583.v1
title: Metadata and Recombinant Candidate Identification in nsp12 Region of 1,407 SARS-CoV-2 Genomes (Early 2025)

description: This dataset includes aligned sequence IDs and metadata for <b>1,407 SARS-CoV-2 genomes </b>, focusing on the <b>nsp12 (RdRp) coding region </b>, collected globally during early 2025. Using <b>Nextclade </b>, I identified <b>7 potential recombinant sequences </b>within this dataset. This metadata file provides sequence identifiers used in downstream analysis and can be used for tracking, filtering, or re-analysis of the nsp12 region.Sequences are primarily assigned to lineage <b>BA.2.86 </b>. Files can also be requested for other non-structural proteins (nsp7, nsp8, nsp14), with related analyses available under separate DOIs.
DOI: 10.17632/3kjw5nnsgf
title: A Critical Review of Make in India as an Import Substitute

description: With the launch of ‘Make in India’ in Sept. 2014, the government aimed to uplift the manufacturing sector, creating more job opportunities and increasing the confidence of domestic and foreign investors. Several steps initiated by the government of India have led the country to jump to 63rd position out of 190 countries in the Ease of Doing Business Index 2020. However, India still lags behind its competitors in several factors and it has a long way to go before it can earn the title of a manufacturing hub. The present paper tries to understand the hits and misses of the campaign and how the government can facilitate import substitution through this initiative.
DOI: 10.17632/5wp23rgtpy
title: Cotton Aphid Images

description: Images data set of cotton leaves effected with aphids attack
DOI: 10.6084/m9.figshare.3561396.v1
title: Appendix A. Figuresand tables showing the absolute biomass of organisms, the effect of latitudinal location, the relative biomass of predator species, habitat complexity, listing all species and statistical results.

description: Figuresand tables showing the absolute biomass of organisms, the effect of latitudinal location, the relative biomass of predator species, habitat complexity, listing all species and statistical results.
DOI: 10.17632/bsn65bztxy
title: Time of onset and duration of post-COVID-19 acute telogen effluvium
DOI: 10.6084/m9.figshare.1066508.v1
title: Sports media management

description: It’s no secret that sport, must go together with the media in order to develop. There are a lot of TV and radio channels, web sites and the press which are devoted to physical activity. As it is known, publicizing sport events increases sponsor’s interest in financing. Media in sport are also the basis of the relations with fans, so sport organizations delegate by themselves among their structure some individuals to collect and publish materials about their subject. I wrote intentionally about sport organizations, because not only sport clubs fight for their promotion, but also sports associations or companies which are recognized with them. In this article, emphasis is placed on these relationships, how sports organizations manage the media. This problem is interesting because the main domain of sports organizations is the promotion of sport disciplines and media are used by them (both internal and external ) as a tool to achieve this objective.
DOI: 10.6084/m9.figshare.22227037.v4
title: row-data.zip

description: As requested by Frontiers, all the data accompanying in our manuscript(1170893) has been available as public data in<em><strong> GEO </strong></em>database (http://www.ncbi.nlm.nih.gov/geo) and The Cancer Genome Atlas <em><strong>(TCGA)</strong></em> database (www.Cancer.gov/). We obtained <em><strong>TCGA-BLCA, GSE13507 </strong></em>and <em><strong>GSE130001</strong></em> using the URLs provided above, following the procedure outlined in the manuscript(1170893).
DOI: 10.6084/m9.figshare.28674995.v1
title: AHP Matrix

description: AHP Pairwise comparison matrix for vegetable crop
DOI: 10.6084/m9.figshare.16906789.v1
title: Supplementary table S1

description: Overview of PWMs and their performance in recognizing SNPs affecting transcription factor binding in SNP-SELEX data.
DOI: 10.6084/m9.figshare.25722546.v1
title: Bodyweight measurements

description: Bodyweight measurements (in grams) per mouse over days of food restriction. The file contains the date the measurement was taken, the day of food restriction (with day 0 being the last day of ad libitum feeding), and the mouse number (1-8).
DOI: 10.17632/pyxbv6d239
title: 2023 Czech Online Panel Study of Cognitive Distortions and Problem Gambling Dataset

description: METADATA
Country: Czech Republic
Collection mode: Online questionnaire
Collection dates: 2023-11-01 to 2023-12-31
Sample size (valid): 1,503
Target population: Adults (18+) with past-month gambling activity
Primary measures: GRCS, PGSI-SF, NODS-CLiP, gambling expenditure (% income)
File-level notes: anonymised individual-level responses.
DOI: 10.6084/m9.figshare.7916327.v1
title: FarmCPU CV

description: FarmCPU CV
DOI: 10.17632/njfg9nh92t
title: Tropical Flower Dataset: Seven Species from Bangladesh for Classification and Ecological Research.

description: Description:
This dataset presents a collection of carefully annotated images of seven commonly found 
tropical flower species, aimed at advancing the capabilities of machine learning and computer 
vision models in flower detection, classification, and recognition. Collected with the intent to 
capture diverse environmental contexts, this dataset offers a unique opportunity for researchers 
and practitioners in botany, agriculture, ecology, and AI to study tropical flowers in various.
Dataset Content:
This dataset leverages a comprehensive dataset comprising 4,319 images of seven tropical flower 
species, with variability in backgrounds, lighting conditions, and growth stages to provide 
comprehensive data diversity meticulously curated to support machine learning applications in 
automated species identification and ecological monitoring. The dataset captures diverse natural 
settings and various stages of flower development, ensuring a robust foundation for image-based 
classification and detection tasks. 
1. Rose: 827 images
2. Bougainvillea: 580 images
3. Marigold: 717 images
4. Hibiscus: 548 images
5. Crown of Thorns: 583 images
6. Jungle Geranium: 698 images
7. Madagascar Periwinkle: 366 images
Purpose:
The purpose of this dataset is to help create machine learning models that accurately 
recognize and classify tropical flowers, aiding in biodiversity studies and education about 
plant species.
DOI: 10.6084/m9.figshare.14962947.v2
title: Tabula Sapiens H&E Image Collection

description: Hematoxylin and eosin(H&E) stained slides were generated using standard methods. The slides were examined with a light microscope by a team of expert pathologists who morphologically identified cells belonging to different compartments (epithelial, endothelial, immune, stromal and neuroglial) and provided a rough estimate of the ratios between the compartments. The error estimate was ranked based on the spatial heterogeneity of cell types within each tissue examined.
DOI: 10.17632/77stj44drm
title: DHNs simulation data

description: This simulation dataset provides the topology structures of four different District Heating Networks (DHNs), along with randomly selected consumer clusters. It features high-resolution, with 1-minute time step, simulation results for 5.5 months, including water temperatures, mass flow rates, consumer substation heating demands, and heat source power productions. This data serves as the foundation for training, validating and testing diverse neural networks models to learn clusters underlying physics. Publicly available training and data pipeline code on Github [https://github.com/drod-96/smart_clusters_v1] facilitates data extraction for our machine learning models and post-treatment.
DOI: 10.6084/m9.figshare.14247431.v3
title: Supplementary material for the article, "Measles Outbreak Investigation Process in Low- and Middle-Income Countries: A Systematic Review of the Methods and Costs of Contact Tracing"

description: Online Resource 1: PRISMA ChecklistThis word document is a completed PRISMA checklist that outlines how the implementation of this systematic review conforms with the stipulated guidelines.<br>Online Resource 2: Article Selection SummaryThis excel workbook provides a summary of the article selection process showing how the inclusion and exclusion criteria were applied when reviewing the title, abstract and full-text of articles obtained from each database search. Also, the number of duplicates and articles resulting from hand searches have been included<br>Online Resource 3: Study Selection Process for each DatabaseSearch results exported from each of the six databases are presented from Table 1 to Table 6 (each table on a separate excel sheet of the workbook). The date on which these searches were done together with reviewers’ decisions have been incorporated.<br>Online Resource 4: Quality Assessment of Included Studies Grouped by Type of Design.Details of how each quality assessment tool was applied to each study have been provided in Tables 1 to 4 (on four separate excel sheets of a workbook), each table containing studies of the same design.<br>Online Resource 5: Risk of Bias AssessmentThis excel workbook contains the assessment of bias (selection, information and confounding) across the studies included for this review.