cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.6084/m9.figshare.24133083
title: Supplementary Material for: Artificial Intelligence for Detection of Dementia Using Motions Data: A Scoping Review

description: Background: Dementia is a neurodegenerative disease resulting in the loss of cognitive and psychological functions. Artificial Intelligence (AI) may help in detection and screening of dementia; however, little is known in this area. Summary: The objective of this study is to identify and evaluate artificial intelligence interventions for detection of dementia using motion data. The review followed the Joanna Briggs Institute framework and adhered to the Preferred Reporting Items for Systematic reviews and Meta-Analyses extension for Scoping Reviews (PRISMA-ScR) checklist for reporting the results. Patients with dementia and other neurodegenerative diseases were included. Studies were excluded if they focused on diagnosing Parkinson’s or Huntington’s disease. A comprehensive search was conducted across five databases. AI interventions, which were implemented or tested in health care settings, were included. Two independent reviewers screened the abstracts, titles, and then full texts. The reference lists of included studies were also screened. Articles in English from date of inception to September 2020 were included. Any outcome related to patients, health care providers and the health care system. After removing duplicates, 2,632 articles were obtained. After title and abstract screening and full-text screening, 839 articles were included. The authors categorized the included papers into six categories and data synthesis was performed on 20 papers from the sensors tracking movement category. Key Messages: We presented evidence of AI systems being employed in the detection of dementia, showcasing the promising potential of motion tracking within this domain. Although much progress has been made in this field recently, there remain notable research gaps that require further exploration and investigation.
DOI: 10.5281/zenodo.10069275
title: The Effect of Typing Efficiency and Suggestion Accuracy on Usage of Word Suggestions and Entry Speed

description: Data collected during our experiments investigating the effect of suggestion accuracy and typing efficiency on usage of word suggestions, and entry speed
DOI: 10.5281/zenodo.10069237
title: Data for "Solving the OH + glyoxal problem: A complete theoretical description of post transition state energy deposition in activated systems."
DOI: 10.5281/zenodo.7752753
title: unarXive: All arXiv Publications Pre-Processed for NLP, Including Structured Full-Text and Citation Network (full)

description: Description
unarXive is a scholarly data set containing publications' structured full-text, annotated in-text citations, linked non-text content (mathematical notation, figure/table captions) and a citation network.
The data is generated from all LaTeX sources on arXiv and therefore of higher quality than data generated from PDF files.
Typical uses are

Training of ML models (citation recommendation, summarization, LLMs)
Citation context analysis
Bibliographic analyses
Access
┏━━━━━━━━━━━━━━━━━━━━━━━━━━┓┃  D O W N L O A D   S A M P L E   ┃┗━━━━━━━━━━━━━━━━━━━━━━━━━━┛
To download the whole data set send an access request and note the following:

Note: this Zenodo record is the "full" version of unarXive, which was generated from all of arXiv.org including non-permissively licensed papers. Make sure that your use of the data is compliant with the paper's licensing terms.¹Alternatively you can use the unarXive open subset.
¹ For information on papers' licenses use arXiv's bulk metadata access.
The code for generating the data set is publicly available.
DOI: 10.5281/zenodo.10069236
title: Data for "Solving the OH + glyoxal problem: A complete theoretical description of post transition state energy deposition in activated systems."
DOI: 10.5281/zenodo.10069394
title: Processed files for CrossDock test set
DOI: 10.5281/zenodo.10069353
title: Genome-wide meta-analysis of short-tandem repeats for Parkinson's disease risk

description: Idiopathic Parkinson's disease (PD) is the second most common neurodegenerative disease after Alzheimer's disease and is determined by a combination of genetic and environmental risk factors. The to date largest genome-wide association study (GWAS) on single nucleotide polymorphisms (SNPs) by Nalls at al., 2019, reported 90 SNPs that were independently associated with PD risk. However, common SNPs account only for 16-36% of the total genetic heritability of the disease suggesting that other genetic variants play a role in PD susceptibility. One example of previously understudied genetic variants are short-tandem repeats (STR, also known as microsatellites), i.e., repeating sequence motifs in the human genome of 1-6 nucleotides in length. Thus, in this study, we performed a GWAS on imputed STRs in a large PD case-control dataset (n=4,757), and meta-analyzed these data with those from a previous study of the International PD Genetics Consortium (Bustos et al., 2023) resulting in a total sample size of  43,844 PD cases and controls. Thus, in this study, we performed a GWAS on imputed STRs in a large PD case-control dataset (n=4,757) from the US (the PEG and a GHC-based study) and Denmark (PASIDA).
DOI: 10.5281/zenodo.10069354
title: Genome-wide meta-analysis of short-tandem repeats for Parkinson's disease risk

description: Idiopathic Parkinson's disease (PD) is the second most common neurodegenerative disease after Alzheimer's disease and is determined by a combination of genetic and environmental risk factors. The to date largest genome-wide association study (GWAS) on single nucleotide polymorphisms (SNPs) by Nalls at al., 2019, reported 90 SNPs that were independently associated with PD risk. However, common SNPs account only for 16-36% of the total genetic heritability of the disease suggesting that other genetic variants play a role in PD susceptibility. One example of previously understudied genetic variants are short-tandem repeats (STR, also known as microsatellites), i.e., repeating sequence motifs in the human genome of 1-6 nucleotides in length. Thus, in this study, we performed a GWAS on imputed STRs in a large PD case-control dataset (n=4,757), and meta-analyzed these data with those from a previous study of the International PD Genetics Consortium (Bustos et al., 2023) resulting in a total sample size of  43,844 PD cases and controls. Thus, in this study, we performed a GWAS on imputed STRs in a large PD case-control dataset (n=4,757) from the US (the PEG and a GHC-based study) and Denmark (PASIDA).
DOI: 10.5281/zenodo.10069393
title: Processed files for CrossDock test set
DOI: 10.5281/zenodo.7752614
title: unarXive: All arXiv Publications Pre-Processed for NLP, Including Structured Full-Text and Citation Network (open subset)

description: Description
unarXive is a scholarly data set containing publications' structured full-text, annotated in-text citations, linked non-text content (mathematical notation, figure/table captions) and a citation network.
The data is generated from all LaTeX sources on arXiv and therefore of higher quality than data generated from PDF files.
Typical uses are

Training of ML models (citation recommendation, summarization, LLMs)
Citation context analysis
Bibliographic analyses
Access
┏━━━━━━━━━━━━━━━━━━━━━━━━━━┓┃  D O W N L O A D   S A M P L E   ┃┗━━━━━━━━━━━━━━━━━━━━━━━━━━┛
Regarding the full data set, please note the following:

Note: this Zenodo record is the "open subset" of unarXive, which contains all permissively licensed papers from arXiv.org. You can find the full version here.
The code used for generating the data set is publicly available.
DOI: 10.5281/zenodo.7752615
title: unarXive: All arXiv Publications Pre-Processed for NLP, Including Structured Full-Text and Citation Network (open subset)

description: Description
unarXive is a scholarly data set containing publications' structured full-text, annotated in-text citations, linked non-text content (mathematical notation, figure/table captions) and a citation network.
The data is generated from all LaTeX sources on arXiv and therefore of higher quality than data generated from PDF files.
Typical uses are

Training of ML models (citation recommendation, summarization, LLMs)
Citation context analysis
Bibliographic analyses
Access
┏━━━━━━━━━━━━━━━━━━━━━━━━━━┓┃  D O W N L O A D   S A M P L E   ┃┗━━━━━━━━━━━━━━━━━━━━━━━━━━┛
Regarding the full data set, please note the following:

Note: this Zenodo record is the "open subset" of unarXive, which contains all permissively licensed papers from arXiv.org. You can find the full version here.
The code used for generating the data set is publicly available.
DOI: 10.5281/zenodo.7752754
title: unarXive: All arXiv Publications Pre-Processed for NLP, Including Structured Full-Text and Citation Network (full)

description: Description
unarXive is a scholarly data set containing publications' structured full-text, annotated in-text citations, linked non-text content (mathematical notation, figure/table captions) and a citation network.
The data is generated from all LaTeX sources on arXiv and therefore of higher quality than data generated from PDF files.
Typical uses are

Training of ML models (citation recommendation, summarization, LLMs)
Citation context analysis
Bibliographic analyses
Access
┏━━━━━━━━━━━━━━━━━━━━━━━━━━┓┃  D O W N L O A D   S A M P L E   ┃┗━━━━━━━━━━━━━━━━━━━━━━━━━━┛
To download the whole data set send an access request and note the following:

Note: this Zenodo record is the "full" version of unarXive, which was generated from all of arXiv.org including non-permissively licensed papers. Make sure that your use of the data is compliant with the paper's licensing terms.¹Alternatively you can use the unarXive open subset.
¹ For information on papers' licenses use arXiv's bulk metadata access.
The code for generating the data set is publicly available.
DOI: 10.6084/m9.figshare.24473110
title: Susceptibility modeling of hydro-morphological processes considered river topology

description: Hydro-morphological processes (HMP, any natural phenomenon contained within the spectrum defined between debris flows and flash floods) are most likely to occur in small catchments, especially buffer zones along or near rivers. However, previous studies on HMP prediction lacked consideration of the physical interactions between catchments, resulting in insufficient predictive and explanatory capabilities of the models. In this work, we fully considered the role played by river topology and developed a Topology-based HMP susceptibility Modeling (Topo-HMPSM) to simulate the dynamic interactions between catchments and predict the susceptibility of HMPs for the Yangtze River Basin during 1985-2015. Results confirmed that our proposed model outperforms four selected baseline models (RF, GBDT, GRU, and LSTM) with the best F1-score and relatively lower uncertainties. This work is a new attempt to incorporate physical mechanisms into deep learning models. A graph-based deep neural network improves the predictive and interpretability of HMP susceptibility modeling using embedding learning techniques. Our findings highlight the consideration of river topology to predict HMP to support hazard mitigation.
DOI: 10.6084/m9.figshare.24270193
title: Supplementary Material for: Admission Hypocalcemia and the Need for Endoscopic and Clinical Interventions among Patients with Upper Gastrointestinal Bleeding

description: Introduction: Calcium is an essential co-factor in the coagulation cascade and hypocalcemia is associated with adverse outcomes in bleeding patients, including trauma patients, women with postpartum hemorrhage, and patients with intracranial hemorrhage. In this retrospective, single-center, cohort study, we aimed to determine whether admission ionized calcium (Ca++) is associated with higher rates of therapeutic interventions among patients presenting with acute non-variceal upper gastrointestinal bleeding (NV-UGIB). Methods: Adult patients admitted due to NV-UGIB between 1/2009-4/2020 were identified. The primary outcome was defined as a need for clinical intervention (two or more packed cell transfusions, need for endoscopic, surgical, or angiographic intervention). Univariate and multivariable logistic regression analyses were performed to determine whether Ca++ was an independent predictor of the need for therapeutic interventions. Propensity score matching was performed to adjust the imbalances of covariates between the groups. Results: A total of 434 patients were included, of whom 148 (34.1%) had hypocalcemia (Ca++&lt;1.15mmol/L). Patients with hypocalcemia were more likely to require therapeutic interventions than those without hypocalcemia (48.0% vs. 18.5%, p&lt;0.001). Specifically, patients with hypocalcemia were more likely to require endoscopic intervention for control of bleeding (25.0% vs. 15.7%, p=0.03) and require multiple packed cell transfusions (6.8% vs. 0.3%, p&lt;0.001). Additionally, they had significantly longer hospital stay (5.0 days [IQR 3.0-8.0] vs. 4.0 days [IQR 3.0-6.0], p=0.01). After adjusting for multiple covariates, Ca++ was an independent predictor of the need for therapeutic intervention (aOR 1.62, 95% CI 1.22–2.14, p&lt;0.001). The addition of Ca++ to Modified Glasgow Blatchford score improved its accuracy in the prediction of therapeutic intervention from AUC of 0.68 (95% CI 0.63-0.72) to 0.72 (95% CI 0.67-0.76), p=0.02. After incorporation of the propensity score, the results did not change significantly. Conclusion: These findings suggest that hypocalcemia is common and is associated with an adverse clinical course in patients with NV-UGIB. Measurement of Ca++ on admission may facilitate risk stratification in these patients. Trials are needed to assess whether correction of hypocalcemia will lead to improved outcomes.
DOI: 10.6084/m9.figshare.24270193.v1
title: Supplementary Material for: Admission Hypocalcemia and the Need for Endoscopic and Clinical Interventions among Patients with Upper Gastrointestinal Bleeding

description: Introduction: Calcium is an essential co-factor in the coagulation cascade and hypocalcemia is associated with adverse outcomes in bleeding patients, including trauma patients, women with postpartum hemorrhage, and patients with intracranial hemorrhage. In this retrospective, single-center, cohort study, we aimed to determine whether admission ionized calcium (Ca++) is associated with higher rates of therapeutic interventions among patients presenting with acute non-variceal upper gastrointestinal bleeding (NV-UGIB). Methods: Adult patients admitted due to NV-UGIB between 1/2009-4/2020 were identified. The primary outcome was defined as a need for clinical intervention (two or more packed cell transfusions, need for endoscopic, surgical, or angiographic intervention). Univariate and multivariable logistic regression analyses were performed to determine whether Ca++ was an independent predictor of the need for therapeutic interventions. Propensity score matching was performed to adjust the imbalances of covariates between the groups. Results: A total of 434 patients were included, of whom 148 (34.1%) had hypocalcemia (Ca++&lt;1.15mmol/L). Patients with hypocalcemia were more likely to require therapeutic interventions than those without hypocalcemia (48.0% vs. 18.5%, p&lt;0.001). Specifically, patients with hypocalcemia were more likely to require endoscopic intervention for control of bleeding (25.0% vs. 15.7%, p=0.03) and require multiple packed cell transfusions (6.8% vs. 0.3%, p&lt;0.001). Additionally, they had significantly longer hospital stay (5.0 days [IQR 3.0-8.0] vs. 4.0 days [IQR 3.0-6.0], p=0.01). After adjusting for multiple covariates, Ca++ was an independent predictor of the need for therapeutic intervention (aOR 1.62, 95% CI 1.22–2.14, p&lt;0.001). The addition of Ca++ to Modified Glasgow Blatchford score improved its accuracy in the prediction of therapeutic intervention from AUC of 0.68 (95% CI 0.63-0.72) to 0.72 (95% CI 0.67-0.76), p=0.02. After incorporation of the propensity score, the results did not change significantly. Conclusion: These findings suggest that hypocalcemia is common and is associated with an adverse clinical course in patients with NV-UGIB. Measurement of Ca++ on admission may facilitate risk stratification in these patients. Trials are needed to assess whether correction of hypocalcemia will lead to improved outcomes.
DOI: 10.25318/9810039601-fra
title: Lieu des études comparé au lieu de résidence, selon le plus haut niveau de scolarité : Canada, provinces et territoires, divisions de recensement et subdivisions de recensement

description: Aperçu du lieu des études (même que la province de résidence actuelle, province différente ou à l'extérieur du Canada) pour les divisions de recensement et les municipalités, avec la répartition en pourcentage.
DOI: 10.57745/mh6e8k
title: Effluents.tab

description: :unav
DOI: 10.57745/5emsel
title: DescriptionEffluents.tab

description: :unav
DOI: 10.57745/8ofene
title: DescriptionEffluents.tab

description: :unav
DOI: 10.57745/gb7mov
title: Feed.tab

description: :unav
DOI: 10.57745/rxsyjq
title: Effluents.tab

description: :unav
DOI: 10.57745/xdklc9
title: Feed.tab

description: :unav
DOI: 10.5281/zenodo.10069336
title: SCXRD data PX2-0041_pin01_1 from a DatZ crystal collected on PROXIMA 2A 2023-09-06

description: Single crystal X-ray diffraction data test data (DatZ) collected on PROXIMA 2A 2023-09-06 during start-up of the check list for Run 4 2023. Puck name = PX2-0041. Pin number = 01. Protein crystal DatZ contains zinc. Data file prefix = PX2-0041_pin01_1.
DOI: 10.5281/zenodo.10069335
title: SCXRD data PX2-0041_pin01_1 from a DatZ crystal collected on PROXIMA 2A 2023-09-06

description: Single crystal X-ray diffraction data test data (DatZ) collected on PROXIMA 2A 2023-09-06 during start-up of the check list for Run 4 2023. Puck name = PX2-0041. Pin number = 01. Protein crystal DatZ contains zinc. Data file prefix = PX2-0041_pin01_1.
DOI: 10.25577/9z05-v751
title: aa geomagnetic index

description: Purpose of aa index is to measure the amplitude of global geomagnetic activity during 3-hour intervals normalized to geomagnetic latitude ±50°. aa was introduced to monitor geomagnetic activity over the longest possible time period. aa is derived from the K indices measured at two antipodal observatories. The K indices are converted into amplitudes using mid-class amplitudes (K2aK) then averaged with weighting factors that account for slight changes in geomagnetic disturbance intensities between successive Northern and Southern aa-observatories.
description: aa geomagnetic index was endorsed by IAGA in 1975 (IAGA Bulletin 37, 1975, p. 128, resolution 3).
DOI: 10.5281/zenodo.10056371
title: Near-Surface Full-Waveform Inversion Reveals Bedrock Control on Critical Zone Architecture Resources

description: Near-Surface Full-Waveform Inversion Reveals Bedrock Control on Critical Zone Architecture Resources
DOI: 10.5281/zenodo.8219761
title: Near-Surface Full-Waveform Inversion Reveals Bedrock Control on Critical Zone Architecture Resources

description: Near-Surface Full-Waveform Inversion Reveals Bedrock Control on Critical Zone Architecture Resources
DOI: 10.5281/zenodo.8219762
title: Near-Surface Full-Waveform Inversion Reveals Bedrock Control on Critical Zone Architecture Resources

description: Near-Surface Full-Waveform Inversion Reveals Bedrock Control on Critical Zone Architecture Resources
DOI: 10.5281/zenodo.8219773
title: Near-Surface Full-Waveform Inversion Reveals Bedrock Control on Critical Zone Architecture Resources

description: Near-Surface Full-Waveform Inversion Reveals Bedrock Control on Critical Zone Architecture Resources
DOI: 10.25577/et43-6h78
title: am geomagnetic index

description: Purpose of am index is to provide a characterization of global geomagnetic activity using a large set of stations representing all longitudes and possible hemispheric discrepancies. In each longitude sector, the K scaled for each station, are averaged, and the result is converted into amplitude using mid-class amplitudes for L9 = 500 nT (L9 being the K=9 lower limit). The weighted average of the so-obtained amplitudes give rise to the hemispheric indices an (North) and as (South), the weighting factors accounting for the differences in the longitude sector extents in each hemisphere. The planetary index am is equal to (an + as) / 2.
description: am geomagnetic index was endorsed by IAGA in 1969 (IAGA Bulletin 27, 1969, p. 123, resolution 2).
DOI: 10.6084/m9.figshare.24218751
title: Supplementary Material for: Lung hypoplasia in Fetuses with Skeletal Dysplasia Determined by Fetal Lung Weight. Which Ultrasound Measurement/Ratio Has the Highest Detection Rate

description: Introduction To determine lung hypoplasia in cases with fetal skeletal dysplasia based on the total lung weight at autopsy as the most accountable surrogate marker for pulmonary hypoplasia. Methods This retrospective cohort study included all pregnancies with antenatal diagnosis of skeletal dysplasia(2012-2018). We included only cases in which information on fetal biometry was available within 2 weeks before delivery and had autopsy and skeletal X-rays+molecular analysis using extracted fetal DNA. We compared the predictive accuracy of fetal sonographic body-proportional ratios including:(1) thoracic circumference-to-abdominal circumference(TC/AC) ratio, (2)the femur length-to-abdominal circumference(FL/AC) ratio, (3)head circumference-to-abdominal circumference(HC/AC) ratio, and (4)foot length-to-femur length ratio. Lung hypoplasia was defined as total lung weight below -2SD from the expected mean for gestational age. Results 53 pregnancies with antenatal diagnosis of skeletal dysplasia underwent autopsy included. Lung hypoplasia was determined in 34(64.1%). Median of gestational age at last sonographic assessment was 21.3(19.9-24.9) weeks. FL/AC ratio demonstrated the highest area under the curve of 0.817(95%CI:0.685-0.949;p&lt;0.0001). FL/AC≤0.1550 demonstrated the highest detection rate of 88.2% along with the highest negative predictive value(NPV) of 75%. Discussion/Conclusion Using a novel, more practical approach to predict lung hypoplasia in skeletal dysplasia, fetal sonographic body-proportional ratios and, specifically, FL/AC ratio demonstrate a high detection rate of lung hypoplasia.