cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.17632/ssx2hnx7dh
title: Knowledge, Attitude & Practice regarding obstructive sleep apnea among physical therapy practitioners

description: One of the most prevalent types of sleep disordered breathing (SDB) is obstructive sleep apnea (OSA), which is characterized by recurrent, brief episodes of upper airway obstructions during sleep. Physical therapy benefits the patient with fat redistribution, decreased nocturnal fluid resorption from the legs, increased pharyngeal muscle strength, and improved sleep quality. The purpose of this study was to assess the knowledge, attitude, and practise regarding obstructive sleep apnea among physical therapy practitioners. This was a cross-sectional survey study in which 384 physical therapy practitioners in the age range between 21 and 50, with a mean of 27.435.144, participated. The questionnaire was divided into four sections: the first for demographic data, the second for knowledge evaluation, the third for attitude assessment, and the fourth for practise assessment. The questionnaire was sent via a link distributed via social media applications, emails, and internet forums. The responses of each participant were gathered and analysed using SPSS. 384 physical therapy practitioners responded to the questionnaire. Out of 384 responses, the majority were female, 58.3% (224) and 41.7% (160) were male, and most of the practitioners were MPT qualified. 62.50% (240) have experience of 1–5 years, as do the majority of the physical therapy practitioners, 183 (47.70%). According to the study`s findings, only 47.1% (181) knew about OSA and 34.6% (133) were aware of its risk factors. When asked about oropharyngeal exercises, only 30.5% (117) were aware, whereas 28.1% (108) were doubtful and 41.4% (159) were not sure. When they questioned if hypoglossal nerve stimulators increased airflow, 28.6% (110) answered in favour, 27.1% (104) against, and 44.3% (170) could not decide. According to 49.7% (191) of respondents, obstructive sleep apnea is a significant medical issue,while the rest did not consider OSA a serious medical issue. When it comes to handling an OSA patient, 42.2% (162) were confident, compared to 27.6% (106) who were not, and 30.2% (116) were unsure if they could treat them. According to our findings, most practitioners (73.4%, 282) have patients with OSA, but only 31.8% (122) inquired about the condition and examined them. Only 14.8% (57) were aware of the electrical stimulation, and just 27.9% (107) were aware of the positional therapy. The limitation of the study is that responses may vary according to the mood and attention of participants, as the questionnaire was self-reported.This study’s findings showed that physical therapists are fairly aware of OSA, which causes patients to go unnoticed. So, we conclude that there is a need to increase awareness among PTs about various physiotherapeutic interventions for effective management and to incorporate changes and implement them in patients with OSA for better evaluation and patient care.Keywords: obstructive sleep apnea, apnea-hypopnea index, physiotherapeutic interventions.
DOI: 10.6084/m9.figshare.2060052.v1
title: Files in the National Archives of Australia withheld from public access in 2015

description: This CSV file contains details of records held by the National Archives of Australia that were examined for release but withheld from public access in 2015. These files have an access status of 'Closed' in the NAA's online database.<br>The data of all files with an access status of 'Closed' was harvested from the NAA database on 1 January 2016. This was then filtered down to those with an access decision recorded sometime in 2015.<br>It's planned to make similar datasets available on an annual basis.<br>The fields in the CSV file are: barcode, control symbol, title, series, series title, contents dates, contents start year, contents end year, access status, access decision reasons (multiple values), access decision date (iso formatted).<br>The contents start year and end year have been parsed out of the original date string.<br>The access decision reasons are a list of the grounds on which access was withheld. These have been normalised to some extent to separate out references to multiple clauses of the Archives Act.
DOI: 10.6084/m9.figshare.15752415.v1
title: DOSE-AST ROB2 consensus data file.xlsm

description: Risk of bias 2 consensus judgments and overviews for all results included in the Cochrane systematic review (domains and signalling questions)
DOI: 10.6084/m9.figshare.21707237.v1
title: Consumer Preference Analysis on the Attributes of Samgyeopsal Korean Cuisine and Its Market Segmentation

description: <strong>Consumer Preference Analysis on the Attributes of Samgyeopsal Korean Cuisine and Its Market Segmentation</strong>
DOI: 10.6084/m9.figshare.14465172.v1
title: Supplementary Material for: Utilization of Interdisciplinary Tumor Boards for Sarcoma Care in Germany: Results from the PROSa Study

description: <b><i>Background:</i></b> Data on institutional structures of sarcoma care in Germany are scarce. The utilization of an interdisciplinary tumor board (IDTB) is an essential part of modern cancer care. We investigated to which extent and when IDTB are used in sarcoma care. We hypothesized that IDTB before treatment initiation were used more often at certified cancer centers and at high-volume centers and that IDTB utilization increased over time. <b><i>Methods:</i></b> From 2017 to 2020 we conducted a prospective cohort study, undertaking major efforts to include the whole spectrum of sarcoma treatment facilities. To analyze potential predictors of IDTB utilization, we calculated multivariable logistic regressions. <b><i>Results:</i></b> Patients and survivors (<i>n</i> = 1,309) from 39 study centers (22 tertiary referral hospitals, 9 other hospitals, and 8 office-based practices) participated; 88.3% of the patients were discussed at some stage of their disease in an IDTB (56.1% before treatment, 78% after therapy, and 85.9% in metastatic disease). Hypotheses were confirmed regarding the utilization of IDTB in certified cancer centers (vs. all others: OR = 5.39; 95% CI 3.28–8.85) and the time of diagnosis (2018/2019 vs. until 2013: OR = 4.95; 95% CI 2.67–9.21). <b><i>Conclusion:</i></b><i></i>Our study adds to the evidence regarding the institutional structures of sarcoma care in Germany. Utilization of a tumor board before therapy seems to be in an implementation process that is making progress but is far from complete. Certification is a possible tool to accelerate this development.
DOI: 10.6084/m9.figshare.26362135.v3
title: <i>Cimex_lectularius</i>

description: Table_S1: Public RNA sequencing data used in this study.Table S2: RNA sequencing reads in susceptible and resistant strains.Table_S3: The counts and ratio of repeats annotated by RepeatModeler and RepeatMaskerTable_S4: The full result of Fanflow4InsectsTable_S5: 729 transcripts with resistance-specific mutationsTable_S6: The LD50 value and resistance ratio of each strain to DinotefuranTable_S7: Detail results of Metascape when using <i>Homo sapiens </i>gene IDTable_S8: Detail results of Metascape when using <i>Drosophila melanogaster</i> gene IDGene annotation and protein sequencesSusceptible_gene_annotation.gff3: Gene annotation in susceptible strain using BRAKER3Resistant_gene_annotation.gff3: Gene annotation in resistant strain using BRAKER3Resistant_gene_annotation_liftoff.gff3: Gene annotation in resistant strain after LiftoffSusceptible_pep.fa.gz: Protein sequences extracted from Susceptible_gene_annotation.gff3Resistant_pep.fa.gz: Protein sequences extracted from Resistant_gene_annotation.gff3Resistant_pep_liftoff.fa.gz: Protein sequences extracted from Resistant_gene_annotation_liftoff.gff3<br>
DOI: 10.17632/z5n4fy9whk
title: cocoaNoise

description: The data contain original labelled images of defective cocoa beans in form of cut and uncut beans. The cut cocoa beans show defects such as moldy and slaty beans while the uncut beans are the flat, broken and germinated beans. The images were taken under two different light sources- daylight and artificial light.
DOI: 10.6084/m9.figshare.11394783.v1
title: GRF_COP_ML_PRO_left

description: This file is structured as a matrix with N rows x M columns. Each row holds the data of one subject and trial. The first column identifies each subject "SUBJECT_ID", the second column each recording session "SESSION_ID", and the third column each single trial within a recording session "TRIAL_ID".
DOI: 10.17632/4xcp7ngs6r
title: Estructuras sismorresistentes en el virreinato del Perú: Las bóvedas de Quincha en las principales iglesias de Trujillo

description: Desde los inicios de la ocupación española en el Perú en el siglo XVI y tras el proceso de transculturización, una gran variedad de muros, arcos y bóvedas se construyeron con tamaños similares a los ejecutados en la península Ibérica. Al inicio, estas obras fueron hechas con ladrillo, piedra y adobe; sin embargo, con los frecuentes sismos y terremotos que hicieron colapsar gran parte de estas edificaciones, se evidenció la falta de previsión constructiva de los alarifes españoles. Por tanto, se tuvo que recurrir a la quincha, material hecho de entramados de madera rolliza, caña, y cubierta de barro que fuera utilizado en la construcción de viviendas y centros administrativos prehispánicos. La presente investigación muestra los resultados de un trabajo de campo, descriptivo, de revisión bibliográfica completa que tuvo como objetivo demostrar el origen y evolución de las bóvedas de quincha en el Perú; la capacidad sismorresistente del material, así como la eficacia estructural que tuvo en la construcción de las bóvedas y cúpulas de las principales iglesias de Trujillo. Los resultados permiten una mayor comprensión de la arquitectura virreinal y evidencian su utilidad ancestral ante el contexto moderno, así como su estética cautivadora que permite la identificación del trujillano con su patrimonio cultural.
DOI: 10.6084/m9.figshare.19500263.v2
title: patches and local annotations, slide 094, zoom 124x124 um2

description: patches and local annotations: data for slide with ID of the last 3 characters of the file name: local annotations in csv format and a folder with patches at zoom level indicated at the 6th character of the file name
DOI: 10.17632/h9rmg6hc9k
title: Homology-directed repair protects the replicating genome from metabolic assaults

description: Source data tables for QIBC, Mass spectrometry, and raw uncropped scans of western blots
DOI: 10.6084/m9.figshare.19316651.v1
title: Bisexual stereotypes in clinical evaluation

description: Dataset from one experiment with 230 psychotherapists about bisexual stereotypes in clinical evaluation
DOI: 10.6084/m9.figshare.28079372.v1
title: DataPollen

description: Exploring Pollen Traits and Their Significance in the Conservation and Genetic Preservation of Moroccan Cannabis Cultivars
DOI: 10.6084/m9.figshare.7927043.v1
title: gVCF_HG02090

description: 1000 Genomes gVCF mapped to hs37d5 for HG02090. Complete collection: https://doi.org/10.6084/m9.figshare.c.4414307
DOI: 10.17632/ff8h6fvj7b
title: Anuarios

description: Investigación política de hechos que marcaron Bolivia de 2008 a 2019
DOI: 10.17632/89s3ymz5wn
title: Weakly-annotated images of highly clustered A431 cell 

description: A set of fluorescence images of A431 cells annotated with image-level segmentaion and neuclei locations.
DOI: 10.17632/bf42yntpwr
title: Dataset of Online Education Technologies and Resources for Learning After COVID19 Pandemic

description: The dataset provided contains information on 120 students from three different universities, focusing on their use of online educational tools. The dataset includes various attributes related to each student's demographics, university details, preferences, and their experiences with online learning environments. Below is a detailed overview of the attributes:
Attributes in the Dataset:

 Student_ID: Unique identifier for each student.
 University: The university that each student is affiliated with, including "Mother Teresa University", "South East European University", and "Saint Cyril and Methodious University".
 Year_of_Study: Current academic year of each student, ranging from 1st to 4th year.
 Major: The field of study for each student, spanning 15 unique majors such as Economics, Engineering, Law, etc.
 Gender: Gender of the student (Male or Female).
 Age: Age of each student, ranging from 18 to 25 years.
 Online_Tool_Used: The online learning platform used by each student, including tools like Blackboard Collaborate, Moodle, MS Teams, and Google Classroom.
 Usage_Frequency: How often students use the online learning tools, with values such as "Daily", "Weekly", and "Monthly".
 Satisfaction_Score: Students' satisfaction with the online tools, measured on a scale from 1 to 5.
 Accessibility_Score: Rating given by students on the accessibility of the tools, also measured on a scale from 1 to 5.
 Impact_on_Learning: The perceived impact of the online learning tools on students' academic performance, rated from 1 to 5.
 Challenges_Faced: Challenges faced by students while using the tools, including issues such as "Security concerns", "Bandwidth issues", or "Learning curve".
 Preferred_Features: Features that students value most in the online learning tools, such as "Simplicity", "User interface", "Resource access".
 Suggestions_for_Improvement: Feedback provided by students on how the tools could be improved, for instance, suggestions like "Add more interactive tools" or "Enhance login security".

Dataset Insights:

 The dataset provides insights into how different groups of students interact with online learning platforms.
 Satisfaction and accessibility scores offer a quantitative look at the user experience.
 The dataset includes diverse majors and universities, offering a broad view of online education usage.
 Qualitative fields like "Challenges_Faced" and "Suggestions_for_Improvement" provide valuable data for understanding the problems and recommendations from the user perspective.

This dataset is suitable for examining patterns in online education tool usage, identifying potential areas for improvement, and understanding the general sentiment and challenges faced by students in online learning environments. ​
​
DOI: 10.17632/gwkzh6dff5
title: NiAlCe mixed oxides obtained from layered double hydroxides applied to anisole hydrodeoxygenation

description: The available data set corresponds to the results described in the study "NiAlCe mixed oxides obtained from layered double hydroxides applied to anisole hydrodeoxygenation".
DOI: 10.17632/jp7y9xphtx
title: Data associated with Substrate Sequence Controls Regioselectivity of Lanthionine Formation by ProcM J. Am. Chem. Soc. 2021 143:18733; doi: 10.1021/jacs.1c09370

description: Data associated with Figures 3 and 7 and Supporting Information Figs. S2-S12, S28 and S30 of J. Am. Chem. Soc. 2021 143:18733; doi: 10.1021/jacs.1c09370
DOI: 10.60893/figshare.apl.28869698.v1
title: Supplement Number 1

description: Detailed information of the domain-wall scattering model
DOI: 10.6084/m9.figshare.14472756.v1
title: Supplementary Material for: Rescue Subthalamic Deep Brain Stimulation for Refractory Meige Syndrome

description: Meige syndrome is a segmental form of dystonia. It is a disabling disease, especially when refractory to treatment with botulinum toxin. A well-established therapeutic option is deep brain stimulation (DBS), and the target in bilateral globus pallidus internus (GPi DBS) demonstrated satisfactory short- and long-term efficacy. However, some patients present minor or suboptimal responses after GPi DBS, and in those cases, rescue DBS may be appropriate. The present case illustrates a good outcome after subthalamic nucleus (STN) and not after GPi DBS (considering that both were well positioned and had adequate programming). The larger dimension of the GPi and its somatotopic organization, with the stimulation outside the “face region,” could explain our outcomes.
DOI: 10.6084/m9.figshare.28248545.v1
title: test072 version 3

description: test072 version 3
DOI: 10.6084/m9.figshare.649354.v1
title: Compiled List of NSF Grants Matched to ADS Records

description: The John G. Wolbach Library, in collaboration with the NASA Astrophysics Data System (ADS), has compiled the nsfastgrantbib bibliography, which matches active and expired award information obtained from the National Science Foundation (NSF) Awards website to papers found in the NASA ADS. The bibliography contains astronomy only awards, coded as AST by the NSF. Links between awards and their corresponding papers were created using text mining and regular expression matching. We are releasing the bibliography to the community to explore its possible usage. Please note: Papers may include arXiv preprints (as non-refereed, with arXiv bibcode) and their subsequent journal articles (as refereed, with journal bibcode) as separate and unlinked records This compilation is a snapshot in time for NSF grants and ADS papers Results are based on available metadata which may be incomplete Results have not been individually verified All abstracts and articles in the ADS are copyrighted by the publisher, and their use is free for personal use only. For more information, please read the Terms and Conditions regulating usage of resources. Links Harvard-Smithsonian Center for Astrophysics John G. Wolbach Library http://www.cfa.harvard.edu/lib/information/about.html NASA ADS http://labs.adsabs.harvard.edu/ National Science Foundation http://www.nsf.gov/ NSF Awards http://nsf.gov/awardsearch/advancedSearch.jsp
DOI: 10.6084/m9.figshare.13034159.v1
title: Mitochondrial Event Localiser - Stats data

description: Data used for comparison and stats produced by the mitochondrial event localiser in the revised manuscript
DOI: 10.6084/m9.figshare.3398401.v1
title: Resume Samples

description: Resume samples for study<br>
DOI: 10.6084/m9.figshare.25639347.v1
title: raw data.rar

description: 对小鼠脑组织的mRNA进行测序，筛选差异表达基因，丰富生物学功能和信号通路。
DOI: 10.17632/hxr8hgrvzb
title: Приложения к магистерской диссертации «Совершенствование дизайна системы страхования вкладов в России»

description: Файл .xlsx "Рейтинги с 2005" содержит информацию о рейтингах, выданных банкам-участникам системы страхования вкладов в России кредитными рейтинговыми агентствами, а также процедуру мэппинга. Подготовлено на основе информации из баз данных АО "Сбондс.ру".
Файл .xlsx "Сбор данных - EAD" содержит номера счетов бухгалтерского учета кредитных организаций (форма 101), использованные для расчета застрахованных средств.
DOI: 10.6084/m9.figshare.24460675.v1
title: The raw data

description: The combinations of acupuncture point selections extracted from the included literature
DOI: 10.6084/m9.figshare.27217230.v2
title: Data of the IEHGES test systems.

description: Two test systems are included: A medium test system comprising IEEE 30-bus DEN, 32-node Barry Island DHN, 14-node DGN; A larger test system consisting of IEEE 118-bus DEN, 51-node DHN in Jilin Province and 48-node DGN.
DOI: 10.6084/m9.figshare.28877042.v1
title: Aridity and grazing regulate the effects of grassland biodiversity on the synergies/tradeoffs among ecosystem functions in drylands

description: Grassland is the crucial ecosystem that supports biodiversity and multiple ecosystem functions in drylands, with their relationship heavily regulated by both aridity and grazing. However, it is not clear under which aridity conditions and what grazing intensity can maximize the positive effect of biodiversity on enhancing multiple ecosystem functions. Here, we related biodiversity (plant and soil microbial diversity) to ecosystem functions (ecosystem multifunctionality [EMF], individual ecosystem function, and the tradeoffs and synergies among ecosystem functions) across 91 sites along aridity and grazing gradients in natural grasslands in drylands. We showed that the positive correlation between plant diversity and ecosystem functions and their synergies was overall stronger in arid regions than in semi-arid regions. Aridity and grazing interactively affected the biodiversity-ecosystem function (BEF) relationships. In arid regions, ecosystem functions and their synergies were positively correlated with plant diversity under low and moderate grazing intensity, and were negatively related to microbial diversity under high grazing intensity. In arid regions, the tradeoff between productivity and carbon storage was positively related to soil microbial diversity under low and moderate grazing intensity, but showed the opposite change under high grazing intensity. In semi-arid regions, the tradeoff was positively related to soil microbial diversity under high grazing intensity. Moreover, we found that greater aridity and increased grazing intensity directly and indirectly affected the tradeoffs and synergies among ecosystem functions mainly by altering soil properties (e.g., soil clay content and pH) and plant diversity. Together, we reveal that under the predicted intensified aridity scenario, the conservation of plant diversity is pivotal for facilitating the synergistic enhancement of multiple ecosystem functions under less stress conditions, whereas the regulation of soil microbial diversity becomes increasingly critical under more stress conditions in drylands with long grazing history. We emphasize the importance of designing targeted management plans based on aridity levels and grazing intensity to enhance ecosystem functions. It provides a reasonable basis for decision-making on how to optimize the grassland management to coordinate ecosystem functions.
DOI: 10.6084/m9.figshare.4028661.v3
title: Processed expression data of 10 major tissues for RNAseq human PRJEB2445

description: A tab-separated values (TSV) file for RefEx_expression_RNAseq10_human_ERP000546
DOI: 10.6084/m9.figshare.28916798.v1
title: Supplementary Table16 Arabidopsis_Oryza_rufipogon_DW-Score Top5 Percent_Gene_Correspondence_Table.csv

description: Currently, domesticated species available on the market have been developed through the breeding of wild relatives. We collected gene expression data of domesticated species of rice, tomato, and soybean, along with their presumed ancestral species, and conducted a meta-analysis to investigate differentially expressed genes during domestication. In wild relatives, the expression of gene groups involved in osmotic, drought, and wound stress tolerance was upregulated. In contrast, in domesticated species, upregulated ex-pression was observed in gene groups related to auxin and those involved in the efflux of heavy metals and harmful substances. By identifying these genes with differential ex-pression levels, we can gain insights into how domestication has influenced changes in crop traits. In particular, breeding strategies that make use of wild relatives with high genetic diversity are attracting attention as an important approach for addressing climate change and ensuring a sustainable food supply. The findings obtained in this study are expected to contribute to the realization of rapid breeding and the development of new varieties capable of growing in harsh natural environments. To address this issue, a new cultivation method called "De novo domestication" has been proposed, which combines the genetic diversity of currently unused wild relatives and wild relatives with genome editing technologies that enable rapid breeding.
DOI: 10.6084/m9.figshare.14751714.v1
title: GSE10666_3m_H3K27ac

description: chip-seq
DOI: 10.6084/m9.figshare.28927334.v3
title: ESG and Value-at-Risk Help Improve Corporate Resilience in the Context of Controversial Events

description: The above content is the supplementary material of this article.
DOI: 10.6084/m9.figshare.5371633.v3
title: TetraDENSITY: Population Density dataset

description: Population density estimates in terrestrial vertebrates
DOI: 10.17632/p3p3hyfmdw
title: Scoping review data - gamification in education

description: Mapped data from scoping review of games and gamification in autonomous learning.