cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.6084/m9.figshare.13025144.v1
title: Supplementary Material for: Sex-Specific Differences in Outcomes Following Thyroidectomy: A Population-Based Cohort Study

description: <b><i>Introduction:</i></b> Numbers of thyroidectomies and awareness of postoperative quality measures have both increased. Potential sex-specific variations in clinical outcomes of patients undergoing thyroidectomy are controversial. <b><i>Objective:</i></b> The aim of this study was to investigate sex-specific differences in outcomes following thyroidectomy. <b><i>Methods:</i></b> This is a population-based cohort study of all adult patients undergoing either hemi- or total thyroidectomy in Switzerland from 2011 to 2015. The primary outcome was all-cause 30-day readmission rate. The main secondary outcomes were intensive care unit (ICU) admission, surgical re-intervention, in-hospital mortality, length of hospital stay (LOS), postoperative calcium disorder, vocal cord paresis, and hematoma. <b><i>Results:</i></b> Of 16,776 patients undergoing thyroidectomy, the majority of patients undergoing thyroidectomy were female (79%), with a median age of 52 (IQR 42–64) years. Within 30 days after the surgery, male patients had significantly higher rates of hospital readmission (adjusted risk ratio [RR] 1.38; 95% confidence interval [95% CI] 1.11–1.72, <i>p</i> = 0.008) and higher risks for postoperative ICU admission (RR 1.25; 95% CI, 1.09–1.44, <i>p</i> = 0.003) than female patients. There were no significant differences among sexes in the LOS, rates of surgical re-interventions, or in-hospital mortality. While postoperative calcium disorders due to hypoparathyroidism were less prevalent among male patients (RR 0.63; 95% CI, 0.54–0.72, <i>p</i> &lt; 0.001), a 2-fold higher incidence rate of postoperative hematoma was observed (RR 1.93, 95% CI, 1.51–2.46, <i>p</i> &lt; 0.001). <b><i>Conclusions:</i></b> Male patients undergoing thyroidectomy have higher 30-day hospital readmission and ICU admission rates. Following surgery, male patients revealed higher rates of neck hematoma, while hypocalcemia was more frequent among female patients.
DOI: 10.6084/m9.figshare.24523138.v1
title: BIM_Meta-analysis

description: The part of data of "A meta-analysis of the extended UTAUT model in the building information modelling (BIM) literature: The moderating role of sample size, economic level, and national culture"
DOI: 10.6084/m9.figshare.8146076.v1
title: Single-step genome-wide association study for resistance to Piscirickettsia salmonis in rainbow trout (Oncorhynchus mykiss)

description: These files correspond to the supplementary material of the scientific article entitled "Single-step genome-wide association study for resistance to Piscirickettsia salmonis in rainbow trout (Oncorhynchus mykiss)"
DOI: 10.6084/m9.figshare.5125219.v1
title: Supplementary Material for: Estimating the Range of Obesity Treatment Response Variability in Humans: Methods and Illustrations

description: <b><i>Background/Aims:</i></b> The rising prevalence of human obesity worldwide has focused research on a variety of interventions that result in highly varied degrees of weight loss (WL). The advent of genomic testing has quantified estimates of both the contribution of genetic factors to the development of obesity as well as racial/ethnic variation of risk alleles across subpopulations. More recent studies have examined genetic associations with effectiveness of WL interventions, but to date are unable to explain a large proportion of the variance observed. <b><i>Methods:</i></b> We describe and provide two illustrations of statistical methods to estimate upper and lower bounds of WL treatment response heterogeneity (TRH) in the absence of genotypic data, using published summary statistics and a raw data set from WL studies. <b><i>Results:</i></b> Thirty-two studies had some evidence of a positive mean treatment effect with respect to the control intervention. Twelve of these 32 studies reported WL TRH. Of these 12, 3 demonstrated an estimated proportion of &gt;5% of the sampled population having an outcome opposite the mean effect. In the raw data set, bounds estimations for change in waist circumference revealed tighter ranges in men than women. <b><i>Conclusion:</i></b> Future studies may be able to take advantage of multiple approaches, including the method we describe, to identify and quantify the presence of TRH in studies of WL or related outcomes.
DOI: 10.6084/m9.figshare.7215968.v1
title: Taxonomic Appraisal of Nodulation in the Leguminosae of Pakistan

description: ABSTRACT: Rhizobia are gram negative bacteria that infect roots of leguminous plants and form root nodules. Legume-rhizobia symbioses are of practical importance in providing sustainable food supply and increased agricultural productivity. Existing lists published on the nodulating ability of Pakistani legumes were merged to compile a comprehensive list. The list contained 225 species distributed in 75 genera that were native to Pakistan. Legumes were arranged according to the recommendations of International Legume Database and Information Center (ILDIS) for legumes of south Asia. Out of 225 species examined, 28 belonged to Caesalpinioideae, 29 belonged to Mimosoideae and 168 belonged to Papilionoideae. The percentage of nodulation in Caesalpinioideae, Mimosoideae and Papilionoideae was 0%, 96%, 99% respectively. Conflicting reports on the nodulation status of some Caesalpiniod legumes have been discussed. Doubtful reports on nodulation may arise from inaccurate identification of root nodules. This is particularly due to the fact that structures like galls, tumors, knots, hypertrophies and mycorrhizae that grow on the roots bear superficial resemblance with nodules. It is interesting to note that major cases of doubtful nodulation reported in the past for Leguminosae concern Caesalpinioideae. The matter needs investigation at the molecular level. Present results confirm early findings that nodule formation is more commonly present than absent in Mimosoideae and Papilionoideae, the reverse is true for Caesalpinoideae.
DOI: 10.17632/mx4hkgsnfn
title: SIMUPOR: Benchmark for multi-phase segmentation of porous media tomography images
DOI: 10.17632/w54v8wy8nb
title: AMS data 

description: Table S1. Summary of magnetic scalar and directional data in the Longmen Shan thrust belt.
DOI: 10.6084/m9.figshare.13716172.v3
title: Sea Surface Temperature Statistics Summary (2003-2020)

description: <b>Sea Surface Temperature (SST) </b>total statistics summary (2003-2019), including mean, max, min, range, and standard deviation (sd) in GeoTIFF format.<br>Review publication for a more detailed data description.For R users, an R script has been provided to download data from Figshare directly from R. Script can be found at https://doi.org/10.6084/m9.figshare.13692037 and https://rpubs.com/mcastan2/DGCC_auxiliary_material with additional auxiliary material.
DOI: 10.6084/m9.figshare.28014641.v3
title: Conervation of OFD1 Protein Motifs Implications for Discovery of Novel Interactors

description: OFD1 is a protein involved in many cellular processes, including cilia biogenesis, mitotic spindle assembly, translation, autophagy and repair of double-strand DNA breaks. Despite many potential interactors identified in high-throughput studies, only few have been directly confirmed and their binding sites identified.<br>We performed analysis of the evolutionary conservation of OFD1 sequence in 80 Tetrapoda, 144 Vertebrata or 26 Animalia species, and identified 59 protein-binding motifs localized in the OFD1 regions conserved in various clades. Our results indicate that OFD1 is tightly regulated by posttranslational modifications (PTM) and may also regulate other proteins: it contains 14 potential PTM sites targeted by at least eight protein kinases, 7 motifs bound by proteins recognizing phosphorylated aa residues, as well as a binding site for phosphatase 2A. Moreover, OFD1 harbors both, a motif that enables its phosphorylation by mitogen-activated protein kinases (MAPKs), and a docking site specific for these proteins.<b> </b>Generally, our results suggest that OFD1 forms a scaffold for interaction with many proteins and is tightly regulated by post-translational modifications and ligands. Future research on OFD1 should focus on regulation of OFD1 function and localization.
DOI: 10.17632/dm2pkrrvwd
title: Data for: Titanium Isotopic Fractionation in Kilauea Iki Lava Lake Driven by Oxide Crystallization

description: Data relating to the investigation of Ti isotope fractionation in Kilauea Iki lava lake drill core samples and mineral separates.
DOI: 10.17632/t2spzyhzm7
title: Supplementary material for Sanford N & Woodward TS (2021) Functional delineation of prefrontal networks underlying working memory in schizophrenia: A cross-data-set examination. Journal of Cognitive Neuroscience.

description: Note: full reference and doi for the accepted manuscript will be provided here when they become available. This research used multi-experiment fMRI constrained principal component analysis (fMRI-CPCA) to delineate task-related networks comprising prefrontal cortex, with a special interest in brain activity associated with working memory deficits in schizophrenia. The main manuscript focuses on two networks labelled the "Internal Attention Network" and the "Energizing Network". The supplementary material provided here contains the following information: 1. Additional clinical information for the schizophrenia outpatient group. 2. fMRI data acquisition and preprocessing details. 3. Results pertaining to the Auditory-Motor Attention Network (component 3) and the Motor Response Network (component 4). 4. Summaries of task performance on the verbal working memory (WM), spatial capacity (SCAP), and task-switch inertia (TSI) tasks.
DOI: 10.6084/m9.figshare.28660805.v1
title: global soil respiration database and RF model

description: global soil respiration database and RF model
DOI: 10.6084/m9.figshare.7944266.v2
title: Data µCT.xlsx

description: µCT measurements of fissures in equine cheek teeth
DOI: 10.17632/mk56jw9rns
title: Brain Cancer - MRI dataset

description: The Bangladesh Brain Cancer MRI Dataset is a comprehensive collection of MRI images aimed at supporting research in medical diagnostics, particularly in the study of brain cancer. This dataset contains a total of 6056 images, systematically categorized into three distinct classes:

Brain_Glioma: 2004 images
Brain_Menin: 2004 images
Brain Tumor: 2048 images
Each image in the dataset has been meticulously collected from various hospitals across Bangladesh, ensuring a diverse and representative sample. The images are uniformly resized to 512x512 pixels to facilitate compatibility with various image processing, machine learning, and deep learning algorithms.

The dataset is particularly valuable due to the rarity and difficulty in obtaining such medical imaging data, especially in the context of brain cancer. The collection process was made possible through the direct involvement of medical professionals, including experienced doctors who ensured the accuracy and relevance of the data. This collaboration underscores the dataset's potential utility in advancing modern medical science, offering a reliable resource for developing and testing diagnostic tools.

Researchers and practitioners can utilize this dataset for various applications, including but not limited to:

Image Processing: Enhancing and analyzing MRI images for better visualization and interpretation.
Deep Learning: Training neural networks for automated classification and detection of brain cancer.
Machine Learning: Developing predictive models to assist in early diagnosis and treatment planning.
The dataset's focus on MRI images, a key diagnostic tool in oncology, makes it a crucial asset for anyone involved in the study or treatment of brain cancer.
DOI: 10.6084/m9.figshare.28012679.v1
title: Underlying Data for Article: Association between quality of life and body mass index among students in a Peruvian private university: a cross-sectional study.

description: Underlying data and calculations for the scientific paper entitled: Association between quality of life and body mass index among students in a Peruvian private university: a cross-sectional study.The excel file contains the data collected.The pdf file contains the data collection sheet, questionnaire, and informed consent form.
DOI: 10.6084/m9.figshare.3551544.v1
title: Appendix D. A table with parameter estimates and standard errors of fitted models.

description: A table with parameter estimates and standard errors of fitted models.
DOI: 10.6084/m9.figshare.4884866.v1
title: Fronto-temporal interactions are functionally relevant for semantic control in language processing

description: Data (related to https://doi.org/10.1371/journal.pone.0177753
DOI: 10.6084/m9.figshare.17708261.v1
title: data and code for DEG

description: data and code for differential expression analysis
DOI: 10.17632/fxjyznxs3s
title: EXPERIENCE OF PHYSICAL REHABILITATION IN EMPOWERING INDIVIDUALS LIVING WITH PARKINSON'S DISEASE: A PHENOMENOLOGICAL STUDY

description: This study aims to Examine the experience of receiving physical rehabilitation in empowering persons with Parkinson’s disease. Experience of persons with PD is important to explore, to know about their health status, this study will help in exploring the patients physical and emotional experiences as they return to the community, their barriers, facilitators and also the gaps they experience which slows down their recovery process.
DOI: 10.17632/nphgrvyf39
title: Does Personality matter? Small business owners and modes of innovation

description: Three items are provided: 1. The Stata Datset 2. The Stata Do-file 3. A description of our variables in Excel format
DOI: 10.6084/m9.figshare.24045738.v1
title: Sleep disturbance and dysregulation of circadian clock machinery in sudden sensorineural hearing loss

description: The cochlea contains a robust biological clock associated with auditory function, exhibiting diurnal sensitivity to noise or ototoxicity We examined the relationship between disrupted circadian rhythm and altered expression of circadian clock genes in patients with sudden sensorineural hearing loss (SSNHL) and explored whether the circadian clock genes serve as prognostic biomarkers. Twelve patients with SSNHL were enrolled study group. Twelve people with normal hearing were enrolled voluntarily for comparison. Audiological evaluation was performed to evaluate hearing thresholds. Korean version of the Pittsburgh Sleep Quality Index Questionnaire was performed to evaluate sleep quality and patterns. Circadian clock genes including for <i>PERI</i>, <i>PER2</i>, <i>PER3</i>, <i>CRYI</i>, <i>CRY2</i>, <i>CLOCK</i>, <i>ARNTL</i>, <i>CSNKIE</i>, and <i>TIMELESS</i> expression in blood were evaluated using real-time quantitative PCR method. Compared with healthy controls without hearing loss, most of the circadian clock genes were markedly downregulated, coupled with low sleep quality and disturbing patterns, in patients with SSNHL. Intriguingly, a weak correlation between hearing improvement following steroid treatment and altered levels of circadian clock genes was observed. This study provides an additional basis for the relevance of disrupted circadian rhythm to SSNHL and suggests a possible prognostic biomarker for SSNHL treatment.
DOI: 10.6084/m9.figshare.28642277.v1
title: Student Citizens_data.csv

description: Survey data used in analysis for "Student Citizens: Do Citizenship-Focused American Government Courses Impact Future Political Knowledge and Efficacy?"
DOI: 10.6084/m9.figshare.6118562.v1
title: Climate-smart sustainable agriculture in low-to-intermediate shade agroforests

description: Results of an extensive field study to understand the balance of the costs and benefits of cocoa agroforests in Ghana. Over a period of two years (2015-2017), including one normal and one exceptionally dry year, we measured cocoa production, losses to disease, soil fertility, temperature, relative humidity, soil moisture, carbon stocks, and biodiversity of multiple taxa in 20 cocoa agroforest plots (30x30 m) selected systematically along a gradient of shade-tree cover (14-76% shade-tree cover) in a globally-significant cocoa growing region in Ghana, West Africa. To isolate the effects of shade trees from confounding factors such as differences in farm management, soil type, and local microclimate, all plots were compared with paired monoculture plots on the same farms. Full methods are published in Blaser et <i>al.</i> 2018 Nature Sustainability.
DOI: 10.17632/gw68stpvp3
title: Pulmonary function and survival in severe COVID-19 combined by COPD and the role of higher systemic corticosteroids dose: a retrospective observational study

description: Baseline characteristics, demographics and pulmonary function of the subjects, and the survival analysis process.
DOI: 10.6084/m9.figshare.21067300.v1
title: Impactful Relationship Survey.sav

description: Impactful relationship raw data
DOI: 10.17632/63ycpwvcp4
title: CONTABILIDAD

description: En esto encontrara datos de bases de datos relacionado con finanzas y contabilidad.
DOI: 10.17632/68mt8gms4j
title: Data for: Effectiveness of flip teaching on engineering students' performance in the physics lab

description: Raw data for the Effectiveness of flip teaching on engineering students' performance in the physics lab. The progressive introduction of the flip teaching (FT) instructional model into higher education has accelerated in recent years. The FT methodology seems to be especially suitable for laboratory practice sessions: before the lab session the students are given documents and videos that explain the theoretical contents and the experimental procedure. When this material is studied in advance, the practice session can be devoted to the discussion, clarification and practical application of the acquired knowledge. This paper describes the effect of the FT methodology on the students’ academic performance when it was applied to the laboratory practice in two subjects, Physics and Electricity, of a technical degree. The laboratory and final grades of these subjects were compared in four consecutive years. The characteristics of all four years were quite similar, except that the traditional teaching method (TM) was used in two, while FT was applied in the other two. The statistical analysis shows that the academic results of the students were better in both subjects under FT than those obtained using TM, and that the difference was statistically significant.
DOI: 10.17632/gvk34mybtb
title: SPEECh Original Model

description: SPEECh, Scalable Probabilistic Estimates of Electric Vehicle Charging, is a novel, probabilistic framework for 
simulating very large-scale estimates of EV charging load grounded in real charging data and driver charging behaviours. 
You can learn more about SPEECh by reading the paper "Scalable Probabilistic Estimates of Electric Vehicle Charging Given Observed Driver Behavior".
DOI: 10.6084/m9.figshare.14320866.v1
title: Good Management Practices and Absorptive Capacity: Impacts on Firms’ Productivity

description: ABSTRACT Context: there are few studies that aim to calculate productivity at the microeconomic level and one of the variables that contributes to this is the ability of firms to absorb external knowledge - absorptive capacity. However, another variable is also gaining explanatory power in this direction - that of good management practices. It turns out that studies that deal with these two variables together and that relate them to productivity are not easily found. Objective: the objective of this research is to understand how the interaction between good management practices and the absorptive capacity of firms and the impact on productivity takes place. Method: the multi-case method was used, having been applied in transnational and national industries. Results: the results show that the existence of good management practices acts as an influencer of absorptive capacity, and that this relationship has a positive impact on the productivity of firms. Furthermore, it was revealed that management processes in transnational companies contribute more effectively to absorptive capacity and productivity than in national companies. Conclusions: as a contribution, an analysis model is presented that demonstrates the relationships between the variables studied, showing the importance of good management practices as a determinant for the development of absorptive capacity and the improvement of firms' productivity conditions.
DOI: 10.17632/ns4637hrxn
title: data

description: research data
DOI: 10.6084/m9.figshare.1053150.v1
title: Pollinator observations in google images

description: Using Google Image Search, we conducted searches for “[Plant Latin name] bee” using the list of native Michigan plants that were used in our group’s common garden studies (Table 1) (Fiedler 2006; Fiedler & Landis 2007a; Tuell et al. 2008). Images were evaluated sequentially, in the order they appeared in the search results. Images were evaluated by the following criteria: 1) each search procedure received one tally for each image containing the correct plant species, shown in bloom, and in sufficient detail such that target insect taxa could be reliably identified. 2) in the set of images where the previous condition was met, the number of images where Apis, non-Apis bees, and syrphid flies were visible were tallied and recorded. For each search procedure, photos were sequentially evaluated until 30 images meeting criterion 1 were evaluated, or until 200 images were examined. The number of images evaluated for each search was recorded. Duplicate images and close up shots of previously counted images were excluded from evaluation and not counted towards the total images searched. #####################################<br># variables and descriptions<br>#<br>#Plant- plant species on which observations were made<br>#<br>#BloomPeriod - bloom period of plant species, as classified by Tuell et al 2008<br>#<br>#BloomOrder- As BloomPeriod, but categorized as A, B, C, to enable alphabetical<br># sorting for creating figures<br>#<br>#ImagesSearched - Total number of search results evaluated in order to meet criteria<br># (see methods for criteria for evaluating search results)<br>#<br>#CriteriaMet- total number of images meeting criteria that were evaluated, before<br># reaching 200 search results<br>#<br>#Totinsects- total number of images meeting criteria where 'bee-like' insects were visible<br>#<br>#GoogleApis- total number of images meeting criteria where Apis bees were visible<br>#<br>#GoogleNonApis - total number of images meeting criteria where non-Apis bees were visible<br>#<br>#GoogleBees- total number of images meeting critertia where any type of bee was visible<br># (GoogleApis+GoogleNonApis)<br>#<br>#GoogleSyrphids - total number of images meeting criteria where syrphid flies were visible<br>#<br>#JuliannaNonApis- Non-apis bee counts by plant from Tuell et al 2008<br>#<br>#JuliannaRichness- Non-apis bee counts by plant from Tuell<br>#<br>#JuliannaApis - Apis bee counts by plant from Tuell<br>#<br>#JuliannaBees -total bees observed by Tuell (JuliannaApis+JuliannaNonApis)<br>#<br>#AnnaSyrphid - syrphid counts from Fielder 2006 thesis by plant<br>#<br>#####################################
DOI: 10.6084/m9.figshare.12173226.v1
title: Data from: Visibility and impact analysis of Revista de Comunicación (Peru) since 2002 to 2019

description: Dataset of metadata analyzed papers, citation counts, normalized authors, ranking terms, thesaurus used in article "Visibility and impact analysis of Revista de Comunicación (Peru) since 2002 to 2019"<br>
DOI: 10.17632/2wc8f2t4np
title: IFNa-induced BST2-positive tumor-associated macrophages facilitate immunosuppression and tumor growth in pancreatic cancer by ERK-CXCL7 signaling

description: Original western blot images of IFNa-induced BST2-positive tumor-associated macrophages facilitate immunosuppression and tumor growth in pancreatic cancer by ERK-CXCL7 signaling