cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.6084/m9.figshare.20033246
title: GWAS summary statistics

description: We are releasing the summary data from our genome-wide analyses of obstructive sleep apnea, in order to enable researchers to replicate our results and to conduct follow-up research. The files include p-values and direction of effect at the single nucleotide polymorphisms (SNPs) analyzed. Please refer to our data release site (http://analysis.bio-x.cn/gwas/) at the current stage.
DOI: 10.6084/m9.figshare.20033243
title: GWAS datasets

description: Access to individual level data can be requested from the authors (Shankai Yin, yinshankai@china.com; and Yongyong Shi, shiyongyong@gmail.com). You will need to agree to the terms of the Data Access Agreement (http://galaxy.bio-x.cn/library/list#folders/Ff2db41e1fa331b3e), and send a signed copy to the authours.
DOI: 10.6084/m9.figshare.19121660.v1
title: Supplementary Data S1 to Losses and gains of Earth's tidal wetlands

description: Training data used for analyzing global change of tidal wetlands. This dataset is associated with the paper:<br>Losses and gains of Earth's tidal wetlands (in review)<br>Use of this dataset requires full attribution. Please cite the published paper.<br>For further information please email: nicholas.murray@jcu.edu.au
DOI: 10.6084/m9.figshare.13221271
title: Construct validity and reliability of the modified gait efficacy scale for older adults

description: To perform a cross-cultural adaptation of the mGES into Dutch and investigate its construct validity, internal consistency, test-retest reliability and floor and ceiling effects in a large cohort of community-dwelling older adults. We translated the British version of the mGES into Dutch, back into English, and had a native English speaker review the final version. Next, we included 223 community-dwelling older adults from the ‘Veilig in Beweging Blijven’ (VIBE) cohort (69.8 [67.6–74.3] years old, 155 (69.5%) female), who filled out both the mGES and the Falls Efficacy Scale-International (FES-I) twice, with a month in between. Construct validity was assessed by Spearman’s correlation between the scores on the mGES and the FES-I. Internal consistency was assessed with Cronbach’s alpha and test-retest reliability was assessed with the intra class correlation coefficient (ICC(2,1)). Construct validity (rho = −0.81, <i>p</i> &lt; 0.001), internal consistency (α = 0.95), and test-retest reliability (ICC(2,1)=0.90, 95%CI = [0.87–0.92]) were all excellent. Ceiling effect was observed in 44 (19.7%) participants which suggest caution when evaluating the mGES for fit and confident older adults. The Dutch mGES is a valid and reliable tool to assess confidence in walking and is suggested as a tool for evaluating self-efficacy after interventions aimed at improving gait.IMPLICATIONS FOR REHABILITATIONAssessment and rehabilitation of gait may be affected by self-efficacy of walking performance.We show that the Dutch translation of the modified gait efficacy scale is a valid and reliable tool for assessing self-efficacy of walking.A ceiling effect was observed that was associated with muscle strength and symptoms of depression.The results of the present study underline the use of the modified gait efficacy scale in the assessment and evaluation of self-efficacy of walking in rehabilitation. Assessment and rehabilitation of gait may be affected by self-efficacy of walking performance. We show that the Dutch translation of the modified gait efficacy scale is a valid and reliable tool for assessing self-efficacy of walking. A ceiling effect was observed that was associated with muscle strength and symptoms of depression. The results of the present study underline the use of the modified gait efficacy scale in the assessment and evaluation of self-efficacy of walking in rehabilitation.
DOI: 10.6084/m9.figshare.13172606.v1
title: Quality of reporting of economic evaluations in rehabilitation research: a systematic review

description: The quality of reporting of health economic evaluations for rehabilitation services has been questioned, limiting the ability to provide accurate recommendations for health decisions. To document current overall reporting quality of the published literature for economic evaluations of rehabilitation services using the Consolidated Health Economic Evaluation Reporting Standards (CHEERS), and to identify factors that could influence the quality of reporting. Electronic literature searches were performed using MEDLINE and the NHS Economic Evaluations Database <i>via</i> the Cochrane Library. Prospective rehabilitation economic evaluation articles from 2013 to 2020 were selected. Data were extracted by one reviewer and independently verified by a second reviewer. Title and abstracts of 3,454 papers were reviewed. 204 papers were selected for a full text screening. From those, 129 potential papers were identified to be included in this study. Only two databases were used in data collection, and papers were selected from 2013 to 2020 only. Inconsistent reporting in health economic evaluations of rehabilitation services has continued, despite the availability of the CHEERS checklist. The methods of the analyzed studies were frequently under-reported, thereby creating challenges in determining whether the results reported were valid.IMPLICATIONS FOR REHABILITATIONVariable quality of reporting has been identified in rehabilitation research assessing cost-effectiveness.To grow as an area of expertise, the field of rehabilitation must produce research demonstrating its cost-effectiveness.Both rehabilitation clinicians and funders would benefit from full and transparent information to identify optimal solutions for effective and efficient care. Variable quality of reporting has been identified in rehabilitation research assessing cost-effectiveness. To grow as an area of expertise, the field of rehabilitation must produce research demonstrating its cost-effectiveness. Both rehabilitation clinicians and funders would benefit from full and transparent information to identify optimal solutions for effective and efficient care.
DOI: 10.6084/m9.figshare.13221271.v1
title: Construct validity and reliability of the modified gait efficacy scale for older adults

description: To perform a cross-cultural adaptation of the mGES into Dutch and investigate its construct validity, internal consistency, test-retest reliability and floor and ceiling effects in a large cohort of community-dwelling older adults. We translated the British version of the mGES into Dutch, back into English, and had a native English speaker review the final version. Next, we included 223 community-dwelling older adults from the ‘Veilig in Beweging Blijven’ (VIBE) cohort (69.8 [67.6–74.3] years old, 155 (69.5%) female), who filled out both the mGES and the Falls Efficacy Scale-International (FES-I) twice, with a month in between. Construct validity was assessed by Spearman’s correlation between the scores on the mGES and the FES-I. Internal consistency was assessed with Cronbach’s alpha and test-retest reliability was assessed with the intra class correlation coefficient (ICC(2,1)). Construct validity (rho = −0.81, <i>p</i> &lt; 0.001), internal consistency (α = 0.95), and test-retest reliability (ICC(2,1)=0.90, 95%CI = [0.87–0.92]) were all excellent. Ceiling effect was observed in 44 (19.7%) participants which suggest caution when evaluating the mGES for fit and confident older adults. The Dutch mGES is a valid and reliable tool to assess confidence in walking and is suggested as a tool for evaluating self-efficacy after interventions aimed at improving gait.IMPLICATIONS FOR REHABILITATIONAssessment and rehabilitation of gait may be affected by self-efficacy of walking performance.We show that the Dutch translation of the modified gait efficacy scale is a valid and reliable tool for assessing self-efficacy of walking.A ceiling effect was observed that was associated with muscle strength and symptoms of depression.The results of the present study underline the use of the modified gait efficacy scale in the assessment and evaluation of self-efficacy of walking in rehabilitation. Assessment and rehabilitation of gait may be affected by self-efficacy of walking performance. We show that the Dutch translation of the modified gait efficacy scale is a valid and reliable tool for assessing self-efficacy of walking. A ceiling effect was observed that was associated with muscle strength and symptoms of depression. The results of the present study underline the use of the modified gait efficacy scale in the assessment and evaluation of self-efficacy of walking in rehabilitation.
DOI: 10.6084/m9.figshare.13172606
title: Quality of reporting of economic evaluations in rehabilitation research: a systematic review

description: The quality of reporting of health economic evaluations for rehabilitation services has been questioned, limiting the ability to provide accurate recommendations for health decisions. To document current overall reporting quality of the published literature for economic evaluations of rehabilitation services using the Consolidated Health Economic Evaluation Reporting Standards (CHEERS), and to identify factors that could influence the quality of reporting. Electronic literature searches were performed using MEDLINE and the NHS Economic Evaluations Database <i>via</i> the Cochrane Library. Prospective rehabilitation economic evaluation articles from 2013 to 2020 were selected. Data were extracted by one reviewer and independently verified by a second reviewer. Title and abstracts of 3,454 papers were reviewed. 204 papers were selected for a full text screening. From those, 129 potential papers were identified to be included in this study. Only two databases were used in data collection, and papers were selected from 2013 to 2020 only. Inconsistent reporting in health economic evaluations of rehabilitation services has continued, despite the availability of the CHEERS checklist. The methods of the analyzed studies were frequently under-reported, thereby creating challenges in determining whether the results reported were valid.IMPLICATIONS FOR REHABILITATIONVariable quality of reporting has been identified in rehabilitation research assessing cost-effectiveness.To grow as an area of expertise, the field of rehabilitation must produce research demonstrating its cost-effectiveness.Both rehabilitation clinicians and funders would benefit from full and transparent information to identify optimal solutions for effective and efficient care. Variable quality of reporting has been identified in rehabilitation research assessing cost-effectiveness. To grow as an area of expertise, the field of rehabilitation must produce research demonstrating its cost-effectiveness. Both rehabilitation clinicians and funders would benefit from full and transparent information to identify optimal solutions for effective and efficient care.
DOI: 10.5281/zenodo.6626377
title: Understanding Sampling Bias in the Global Heat Flow Compilation

description: Geothermal heat flow measurements, including calculated weights and geological, tectonic and topographic settings. Paper in review (June 9th, 2022)
description: Metadata to be updated.
DOI: 10.6084/m9.figshare.20033546
title: Untitled Item

description: <strong>SRR3414629</strong> bigWig
DOI: 10.6084/m9.figshare.20033546.v1
title: Untitled Item

description: <strong>SRR3414629</strong> bigWig
DOI: 10.5281/zenodo.6622578
title: Genome assemblies of 118 Pisum accessions used for Pisum pan-genome analysis

description: This repository stores genome assemblies of 118 <em>Pisum</em> accessions used for <em>Pisum</em> pan-genome anaylsis. Please refer to the supplementary data in publication and NCBI BioSamples for details. Associated NCBI BioProject : <strong>PRJNA730094</strong> Correspondance : gaoshh@im.ac.cn
DOI: 10.5281/zenodo.6622577
title: Genome assemblies of 118 Pisum accessions used for Pisum pan-genome analysis

description: This repository stores genome assemblies of 118 <em>Pisum</em> accessions used for <em>Pisum</em> pan-genome anaylsis. Please refer to the supplementary data in publication and NCBI BioSamples for details. Associated NCBI BioProject : <strong>PRJNA730094</strong> Correspondance : gaoshh@im.ac.cn
DOI: 10.6084/m9.figshare.20033585
title: CO2 buildup drove global warming, the Marinoan deglaciation and the genesis of the Ediacaran cap carbonates

description: <strong>Figure S1</strong> Plot of Δ199Hg versus δ202Hg in the cap carbonates of the studied sections. <strong>Table S1 </strong>Hg, TOC, and Hg isotopic composition of the samples investigated in this study. <strong>Table S2 </strong>Concentration of trace elements and rare earth elements in the Weng’an and Wanshan sections.
DOI: 10.6084/m9.figshare.20033585.v1
title: CO2 buildup drove global warming, the Marinoan deglaciation and the genesis of the Ediacaran cap carbonates

description: <strong>Figure S1</strong> Plot of Δ199Hg versus δ202Hg in the cap carbonates of the studied sections. <strong>Table S1 </strong>Hg, TOC, and Hg isotopic composition of the samples investigated in this study. <strong>Table S2 </strong>Concentration of trace elements and rare earth elements in the Weng’an and Wanshan sections.
DOI: 10.5281/zenodo.6626475
title: Mouse Brain Visium Demo Dataset for Cellxgene VIP

description: Visium data generated from 3 control mouse full half brains Animal IDs 13, 14 and 53 10X standard mm10 (2020-A) reference and spaceranger 1.1.0 was used<br>
DOI: 10.5281/zenodo.6626474
title: Mouse Brain Visium Demo Dataset for Cellxgene VIP

description: Visium data generated from 3 control mouse full half brains Animal IDs 13, 14 and 53 10X standard mm10 (2020-A) reference and spaceranger 1.1.0 was used<br>
DOI: 10.6084/m9.figshare.6832346
title: Effect of corrosion degree on mechanical properties of reinforcements buried for 60 years

description: Abstract This paper studies the influence of the corrosion degree calculated by the mass loss and by the smaller diameters on the yield strength, ultimate strength and final elongation. Reinforcements buried and naturally corroded for 60 years were studied. The mechanical properties of the protruding reinforcing steel were compared to reference bars, which also remained buried for 60 years, but without going through the corrosion process. Micrographs, besides the chemical composition and the characterization of the aggressiveness of the soil were realized. The micrographs and the chemical composition show the presence of pits in the reinforcements and sulfur contents for steel above the prescriptions of the time when the foundations were initially implement, respectively. The results also show that the effects of pitting corrosion on the mechanical properties of the naturally corroded bars may not be adequately expressed by the mass loss. This type of corrosion (pits) produces geometric variations in the cross sections along the length of the test specimens, generating stress gradients between successive sections. This has a noticeable impact on the mechanical properties of the reinforcements. In general, the effects of corrosion are more pronounced on the ductility of the reinforcement. Regarding the aggressiveness of the soil, high corrosion rates were identified in the reinforcement, even with the soil being classified as essentially non-corrosive.
DOI: 10.6084/m9.figshare.6832346.v1
title: Effect of corrosion degree on mechanical properties of reinforcements buried for 60 years

description: Abstract This paper studies the influence of the corrosion degree calculated by the mass loss and by the smaller diameters on the yield strength, ultimate strength and final elongation. Reinforcements buried and naturally corroded for 60 years were studied. The mechanical properties of the protruding reinforcing steel were compared to reference bars, which also remained buried for 60 years, but without going through the corrosion process. Micrographs, besides the chemical composition and the characterization of the aggressiveness of the soil were realized. The micrographs and the chemical composition show the presence of pits in the reinforcements and sulfur contents for steel above the prescriptions of the time when the foundations were initially implement, respectively. The results also show that the effects of pitting corrosion on the mechanical properties of the naturally corroded bars may not be adequately expressed by the mass loss. This type of corrosion (pits) produces geometric variations in the cross sections along the length of the test specimens, generating stress gradients between successive sections. This has a noticeable impact on the mechanical properties of the reinforcements. In general, the effects of corrosion are more pronounced on the ductility of the reinforcement. Regarding the aggressiveness of the soil, high corrosion rates were identified in the reinforcement, even with the soil being classified as essentially non-corrosive.
DOI: 10.5281/zenodo.6133000
title: 2019 search and interaction log from the data catalogue: Research Data Australia

description: In order to provide a better support to user's data discovery activity, we analysed a data search log in order to understand how data seekers interact with a data search system when they search for data. The data search log is from the research data discovery portal: Research Data Australia (RDA). RDA is the data discovery service of the Australian Research Data Commons (ARDC). ARDC is supported by the Australian Government through the National Collaborative Research Infrastructure Strategy Program. Please read the research paper "Large-scale Analysis of Query Logs to Profile Users for Dataset Search" for detailed description and analysis of the datasets, and the software "Python code for processing and clustering a data search log" for the data process and analysis. The search log consists of the entire user-front activity log data for the duration of January to December 2019. During this period, the catalogue contained about 150,000 metadata records of datasets. The dataset (2019_search_log_sessioned.txt) was generated from raw log data with following steps: Remove entries that were likely from machines instead of human users. Those recorded machine activities may result from downstream aggregators who harvested metadata from RDA by directly sending queries to the catalogue URL instead of using the API endpoint. Identify search sessions from a user - a search session includes all activities a user conducts with a search system in order to satisfy a (information/data) search needs. We followed the following steps to identify search sessions. First, we identified a user by IP address, where a unique IP address was considered a single user. We recognise the limitation of this approach, as several users may share the same IP address, however the IP address is the only information available for identifying a user. <br> Past research in log analysis usually apply the following two methods to identify a session: 30 minutes from the same IP address, and/or more than 30 minutes of inactivity between the current activity event and its immediate preceding event. We examined both methods carefully for our log data and concluded that both ended with large unwanted sessions from machine activities. Therefore, we take a brutal approach, by taking only a session from an IP address with a maximum 30 minutes duration. We also removed sessions whose 40% of activities resulted in ’page not found’ or whose activities were all about accessing grants. Within a session, we removed "duplicated" activities that were exactly as their precedent activity with less than one second time span (this could have been a result of reloading a page). The dataset (id_to_title_subject.csv) lists title and subject headings per record id.
DOI: 10.5281/zenodo.6132999
title: 2019 search and interaction log from the data catalogue: Research Data Australia

description: In order to provide a better support to user's data discovery activity, we analysed a data search log in order to understand how data seekers interact with a data search system when they search for data. The data search log is from the research data discovery portal: Research Data Australia (RDA). RDA is the data discovery service of the Australian Research Data Commons (ARDC). ARDC is supported by the Australian Government through the National Collaborative Research Infrastructure Strategy Program. Please read the research paper "Large-scale Analysis of Query Logs to Profile Users for Dataset Search" for detailed description and analysis of the datasets, and the software "Python code for processing and clustering a data search log" for the data process and analysis. The search log consists of the entire user-front activity log data for the duration of January to December 2019. During this period, the catalogue contained about 150,000 metadata records of datasets. The dataset (2019_search_log_sessioned.txt) was generated from raw log data with following steps: Remove entries that were likely from machines instead of human users. Those recorded machine activities may result from downstream aggregators who harvested metadata from RDA by directly sending queries to the catalogue URL instead of using the API endpoint. Identify search sessions from a user - a search session includes all activities a user conducts with a search system in order to satisfy a (information/data) search needs. We followed the following steps to identify search sessions. First, we identified a user by IP address, where a unique IP address was considered a single user. We recognise the limitation of this approach, as several users may share the same IP address, however the IP address is the only information available for identifying a user. <br> Past research in log analysis usually apply the following two methods to identify a session: 30 minutes from the same IP address, and/or more than 30 minutes of inactivity between the current activity event and its immediate preceding event. We examined both methods carefully for our log data and concluded that both ended with large unwanted sessions from machine activities. Therefore, we take a brutal approach, by taking only a session from an IP address with a maximum 30 minutes duration. We also removed sessions whose 40% of activities resulted in ’page not found’ or whose activities were all about accessing grants. Within a session, we removed "duplicated" activities that were exactly as their precedent activity with less than one second time span (this could have been a result of reloading a page). The dataset (id_to_title_subject.csv) lists title and subject headings per record id.
DOI: 10.5281/zenodo.6626456
title: Mouse Brain snRNASeq Demo Dataset for Cellxgene VIP

description: snRNASeq data generated at Biogen from 3 control mouse brains. Each brain picked 3 brain regions. Animal IDs 1, 4 and 7 Brain region codes:<br> W: WhiteMatter<br> H: Hippo<br> G: GreyMatter 10X standard mm10 (3.0.0) reference was used, on cellranger 5.0.0 with --include-introns on.<br>
DOI: 10.5281/zenodo.6626455
title: Mouse Brain snRNASeq Demo Dataset for Cellxgene VIP

description: snRNASeq data generated at Biogen from 3 control mouse brains. Each brain picked 3 brain regions. Animal IDs 1, 4 and 7 Brain region codes:<br> W: WhiteMatter<br> H: Hippo<br> G: GreyMatter 10X standard mm10 (3.0.0) reference was used, on cellranger 5.0.0 with --include-introns on.<br>
DOI: 10.5281/zenodo.4285642
title: Sobre Markdown

description: O texto aborda alguns aspectos do Markdown e possibilidades para estudantes e pesquisadores em Ciências Humanas.
DOI: 10.5281/zenodo.4285641
title: Sobre Markdown

description: O texto aborda alguns aspectos do Markdown e possibilidades para estudantes e pesquisadores em Ciências Humanas.
DOI: 10.5281/zenodo.6623202
title: Major datasets employed for the training and validation of RTMscore

description: Major datasets employed for the training and validation of RTMscore.