cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.6084/m9.figshare.4852151.v1
title: Supplementary Material for: Tracheostomy, Extubation, Reintubation: Airway Management Decisions in Intubated Stroke Patients

description: <i>Background:</i> Both delayed and premature extubation increase complication rate, the need for tracheostomy (TT), the duration of intensive care unit stay, and mortality. In this study, we therefore investigated factors associated with primary TT and predictors for extubation failure (EF) in a sample of severely affected ventilated stroke patients. <i>Methods:</i> One hundred eighty five intubated stroke patients were prospectively analyzed in this observational study. Patients not meeting predefined clinical and respiratory extubation criteria received a TT. All other patients were extubated and followed up for the need of reintubation. Characteristics of patients with and without extubation attempt were examined. Additionally, within the group of extubated patients, subgroups of successfully vs. unsuccessfully extubated patients were compared. Clinical factors associated with reintubation, including a previously established semi-quantitative airway score, were determined and predictors of EF were assessed. <i>Results:</i> Ninety-eight of 185 patients (53%) were primarily extubated; EF rate was 37% (36 patients). Eighty-seven (47%) were tracheostomized without a prior extubation attempt. Primarily tracheostomized patients had more severe strokes, which were more often hemorrhagic, presented with a lower level of consciousness, needed neurosurgical intervention more often, had a higher rate of obesity, and were more frequently intubated because of suspicion of compromised protective reflexes. EF was independently predicted by prior neurosurgical treatment and low airway management scores. No differences were found for the ability to follow simple commands and classical weaning criteria. <i>Conclusion:</i> Airway management decisions in intubated stroke patients represent a clinical challenge. Classical weaning criteria and parameters reflecting the patient's state of consciousness are not reliably predictive of extubation success. Criteria more closely related to airway safety and secretion handling may provide the most relevant information and should therefore be assessed by specific clinical scoring systems.
DOI: 10.6084/m9.figshare.21586746.v1
title: Data Set for Arabic Adaptation of SCAS-R Social Adaptation Scale

description: In the data you can find the age and gender as demographics for 439 participants among Syrian Refugees living in Gaziantep province of Turkey. then you can find M1, M2, M3,....M21 for each item of SCAS-R Social adaptation scale.
DOI: 10.6084/m9.figshare.8230514.v1
title: Supplementary Material for: Rapid and Efficient Differentiation of Rodent Neural Stem Cells into Oligodendrocyte Progenitor Cells

description: Oligodendrocyte progenitor cells (OPCs) may have beneficial effects in cell replacement therapy of neurodegenerative disease owing to their unique capability to differentiate into myelinogenic oligodendrocytes (OLs) in response to extrinsic signals. Therefore, it is of significance to establish an effective differentiation methodology to generate highly pure OPCs and OLs from some easily accessible stem cell sources. To achieve this goal, in this study, we present a rapid and efficient protocol for oligodendroglial lineage differentiation from mouse neural stem cells (NSCs), rat NSCs, or mouse embryonic stem cell-derived neuroepithelial stem cells. In a defined culture medium containing Smoothened Agonist, basic fibroblast growth factor, and platelet-derived growth factor-AA, OPCs could be generated from the above stem cells over a time course of 4–6 days, achieving a cell purity as high as ∼90%. In particular, these derived OPCs showed high expandability and could further differentiate into myelin basic protein-positive OLs within 3 days or alternatively into glial fibrillary acidic protein-positive astrocytes within 7 days. Furthermore, transplantation of rodent NSC-derived OPCs into injured spinal cord indicated that it is a feasible strategy to treat spinal cord injury. Our results suggest a differentiation strategy for robust production of OPCs and OLs from rodent stem cells, which could provide an abundant OPC source for spinal cord injury.
DOI: 10.6084/m9.figshare.16894915.v1
title: February 2021 Covid-19 + Vaccines Twitter Streaming Dataset

description: The file contains Tweet IDs* for COVID-19 related tweets collected in <b>February, 2021</b> from <b>Twitter's COVID-19 Streaming Endpoint </b>via a custom script developed by the <b>Social Media Lab (https://socialmedialab.ca/)</b>.<br>Visit <b>our interactive dashboard at https://stream.covid19misinfo.org</b>/ for a preview and some general stats about this COVID-19 Twitter streaming dataset.<br>For more info about <b>Twitter's COVID-19 Streaming Endpoint</b>, visit <b>https://developer.twitter.com/en/docs/labs/covid19-stream/overview</b><br><b>Note</b>: In accordance with Twitter API Terms, the dataset only includes Tweet IDs (as opposed to the actual tweets and associated metadata). To recollect tweets contained in this dataset, you can use programs such as Hydrator (https://github.com/DocNow/hydrator/) or the Python library Twarc (https://github.com/DocNow/twarc/).
DOI: 10.17632/z9hsp9cj2s
title: Co-occurrence network - Augustan History

description: Data set with Historia Augusta representation for 100, 200 e 500 words as well as texts
DOI: 10.6084/m9.figshare.23167625.v1
title: Additional file 1 of The Rapid Arterial oCclusion Evaluation (RACE) scale accuracy for diagnosis of acute ischemic stroke in emergency department – A multicenter study

description: Supplementary Material 1
DOI: 10.17632/685m6npz9n
title: Plasma-activated water is a novel treatment to reduce browning during the processing of globe artichoke (Cynara cardunculus)

description: Evaluation of the efficacy of plasma activated water (PAW) as an anti-browning treatment during the processing of globe artichokes. Data includes chemical parameters of PAW during storage, CIEL*a*b* colour parameters measured after anti-browning treatment, phenolic concentrations measured after treatment. Details of methodology and analysis can be found in the associated manuscript of the same name.
DOI: 10.17632/zx4r8mgn86
title: Neonatal mortality indicators in hospitals

description: Sets of data for neonatal mortality rate with different predictors. Two distinct datasets are provided, a paired sample dataset, data_indicators, and an independent sample dataset, data_hosp. The data_indicators files details 169 low weight newborns of 1995 in the Neonatology ward of Hospital Garcia da Orta, Portugal. These cases were scored with different risk assessment predictors, “WEIGH_AG”, “CRIB”, “NTISS”, “SNAP “and “SNAPPE”. Values of these scoring systems were recorded along the survival status (0, alive; 1, death) The data_hosp files details 234 low weight newborns from 1995 across four different Portuguese hospitals with “CRIB” score recorded for each case. Hospitals are numbered 1 through 4 (hospital1-4) and register different sample sizes, hospital1 with 77 cases, hospital2 with 33, hospital3 with 45 and finally hospital4 with 79 cases. Survival status of each case was recorded (0, alive; 1, death).
DOI: 10.17632/tdb98cr3yz
title: Data regarding: Melatonin induces neuroprotection in experimental autoimmune encephalomyelitis by impairing T cell priming and reactivation in the central nervous system
DOI: 10.17632/r3n8ctfwh7
title: Multi-center Study on the Application Potential of Siaα-2,6Gal in Early and Differential Diagnosis of Lung Cancer

description: Objective: This study aimed to investigate the application potential of the abnormal glycan structure Siaα-2,6Gal in the early and differential diagnosis of lung cancer. Methods: Clinical data and serum samples from 730 patients and 120 healthy individuals participating in clinical trials on Siaα-2,6Gal were collected at three medical centers between January 2022 and June 2023. Serum levels of Siaα-2,6Gal, carcinoembryonic antigen (CEA), cytokeratin 19 fragment antigen (CYFRA21-1), squamous cell carcinoma antigen (SCC), neuron-specific enolase (NSE), and pro-gastrin-releasing peptide (ProGRP) were measured. The application potentials of these markers in the early and differential diagnosis, classification, and staging of lung cancer were explored. Results: (1) Serum Siaα-2,6Gal levels in the lung cancer group were 2,606 (1,970–3,458) U/mL, significantly higher than those in the benign lung disease, miscellaneous malignant tumor, miscellaneous benign disease, and healthy individual groups at 1,359 (950–1,528), 1,252 (903–1,532), 1,196 (850–1,490), and 1,210 (1,100–1,287) U/mL (P &lt; 0.0001). (2) Serum Siaα-2,6Gal levels in the early-stage lung cancer (stages 0–II) group were 2,576 (1,929–3,338) U/mL, significantly higher than those in the benign pulmonary nodule group at 1,419 (1,105–1,820) U/mL (P &lt; 0.0001). (3) Receiver operating characteristic curves showed that Siaα-2,6Gal had a high diagnostic efficiency for lung cancer (area under the curve (AUC) = 0.9217), significantly superior to CEA, CYFRA21-1, SCC, NSE, and ProGRP (AUCs of 0.6618, 0.6605, 0.5783, 0.5985, and 0.6381). Conclusion: Siaα-2,6Gal is a promising biomarker for lung cancer diagnosis and may offer superior differential diagnosis of early-stage lung cancer from benign pulmonary nodules compared to traditional tumor markers.
DOI: 10.17632/2hzvcg8cd8
title: Child development at 6 years after maternal cancer diagnosis and treatment during pregnancy

description: Study participants This is a multicenter cohort study including children born to women diagnosed with cancer during pregnancy (with or without treatment during pregnancy) (study group). At predefined ages (1.5, 3, 6, 9, 12, 15 and 18 years), the children are invited for follow-up. In this study, we compare the outcome of 6-year-old children from the study group with children born after an uncomplicated pregnancy (control group). Study children were identified and enrolled prospectively (during pregnancy or between birth and 6 years) and evaluated at 6 referral centers in Belgium, the Netherlands, the Czech Republic and Italy, all members of the International Network on Cancer, Infertility and Pregnancy (INCIP). Control children were identified and enrolled at the age of 6 years. Study testing and outcomes Oncological, obstetrical and neonatal data were collected. Cognitive development was examined using a comprehensive neuropsychological test battery to assess intelligence, memory, attention and behavior problems. Cardiac evaluation included a 12-lead electrocardiogram and an echocardiographic examination performed according to American Society of Echocardiography guidelines. The primary cardiac outcome was left ventricular shortening fraction measured by M-Mode. Secondary outcomes included the cardiac chamber dimensions (Left and Right Ventricular End-diastolic Diameter, Left Ventricular Posterior Wall Thickness, Interventricular Septum Thickness), Left Ventricular ejection fraction, the mitral valve E- and A-velocity and E/A ratio, tissue Doppler imaging velocities at the left and right ventricular wall and interventricular septum, and the longitudinal and circumferential 2D-strain measurements by speckle-tracking echocardiography. Characteristics of the children In total, 132 children (including five pairs of dizygotic twins) born to mothers diagnosed with cancer during pregnancy were included. During pregnancy, 97 children (73.5%) were exposed to chemotherapy (alone or in combination with other treatments), 14 (10.6%) to radiotherapy (alone or in combination), 1 (0.8%) to trastuzumab, 12 (9.1%) to surgery alone and 16 children (12.1%) were born to mothers not treated during pregnancy. Summary of results Children prenatally exposed to maternal cancer, the associated stress, diagnostic imaging and treatments have cognitive and cardiac outcomes within normal ranges at the age of 6 years. However, they are at risk for lower Verbal IQ and visuospatial long-term memory scores and for higher diastolic blood pressure, compared to matched controls. Additionally, they are at higher risk for need for glasses and ototoxicity in case of cisplatin exposure.
DOI: 10.17632/xmjn268xt2
title: Arthroscopic treatment of short frontal plane fractures of the proximal phalanx

description: Medical and race record information for horses treated arthroscopically for short frontal plane fractures of the proximal phalanx.
DOI: 10.6084/m9.figshare.12992984.v2
title: Mlu_HiC_cds.fasta.gz

description: The coding sequences file of Miscanthus lutarioriparius genome
DOI: 10.6084/m9.figshare.27332124.v1
title: Raw data and R code on participant data collection in study in the DRC characterizing the effects of monetary incentives on data collection.

description: Malaria is one of the deadliest vector borne diseases effecting sub-Saharan Africa. A suite of systems are being used to monitor and manage malaria risk and disease incidence, with an increasing focus on technological interventions that allow private citizens to remotely record and upload data. However, data collected by citizen scientists must be standardised and consistent if it is to be used for scientific analysis. Studies that aim to improve data collection quality and quantity have often included incentivisation, providing citizen scientists with monetary or other benefits for their participation in data collection. We tested whether monetary incentives enhance participation and data collection in a study trialling an acoustic mosquito sensor. Working with the community in two health districts in the Democratic Republic of Congo, we measured data collection participation, completeness, and community responses. Our results showed mixed responses to the incentive, with more participants interested in the social status and monetary value of the technology used than the monetary incentive itself. The effect of incentives on data collection varied over the course of the trial, increasing participation in the start of the trial but with no effect in the latter half of the trial. Feedback from participants showed that opinions on technology, research objectives, and incentives varied between communities, and was associated with differences in data collection quantity and quality, suggesting that differences in community interest in data collection and the incentives may be more important than the incentive value itself. These results suggest that though there is an initial benefit, extrinsic motivations do not override differences in intrinsic motivations over time, and enhanced communication and dialogue with participants may improve citizen science participation and attitudes.
DOI: 10.6084/m9.figshare.22357360.v1
title: Sex Crime Colombia Municipalies

description: Sex Crime in Colombia 2010 a 2022 by municipalities. Cases by 100 K people
DOI: 10.6084/m9.figshare.19204803.v1
title: Data for "Farming practice affects rice field animal biota during cultivation but not fallow periods in Taiwan" published in Ecosphere

description: Original data, including aquatic and terrestrial biota as well as environmental data in each sampling plot
DOI: 10.6084/m9.figshare.27832065.v1
title: CWM and Biomass data

description: Our research investigates how grazing and water table depth influence plant community structure and function in a high-Andean wetland. We examine changes in key plant traits, aboveground biomass, and belowground biomass allocation.
DOI: 10.6084/m9.figshare.4788568.v1
title: XFEM_Fracture2D (supplementary)

description: <b>Resolving the crack tip extension lengths</b><br><br>This is a supplementary (and separate) piece of code to the Matlab program XFEM_Fracture2D that attempts to justify the adequacy/inadequacy of the gradient-based energy minimization algorithm to solve for the critical crack tip extensions under the assumption (or the discretization constraint) of fixed-length crack tip extensions that is adopted by XFEM discretization in XFEM_Fracture2D<br><br>More specifically, the code included herein attempts to verify that the critical crack tip extension lengths can be determined provided: the cracks are <i>non-competing</i>, or the cracks are <i>competing </i>but the energy function is <i>convex</i>. Conversely, it is shown that the critical crack tip extension lengths can not be resolved robustly if the cracks are <i>competing</i> and the energy function is <i>non-convex</i> or <i>concave</i>. <br><br>Note that sufficiently small crack tip extensions are assumed in all cases.<br><br>Crack tip competition is defined as the fracture configuration where more than one crack tip has the same energy release rate. A convex energy function can be visualized as one where for any crack tip extension it's curvature is positive whereas a concave energy function is one where for any crack tip extension it's curvature is negative. There also exists the case of a non-convex or a partially-convex energy function which means that the curvature of the function is positive for certain crack tip extensions while negative for others; note that the non-convex case can not be resolved robustly either.<br><br>In order to resolve the cases of competing unstable crack growth while satisfying the XFEM discretization constraint of fixed-length crack tip extensions, it is necessary to:<br><br>1) perform a multi-trial energy minimization considering an explicit approximation of the total energy function via Tailor's series expansion so as to first determine the "ideal" crack tip extension lengths. This step (called the off-line solution step) serves to identify the critical crack tips exactly.<br>2) Given that the "ideal" crack tip extension lengths can not be represented in the XFEM discretization, the solution is to coarse the "ideal" solution by rounding it off to fit the XFEM discretization. <br><br>This two step procedure in combination with the gradient-based energy minimization algorithm proves to be effective in resolving the case of competing crack growth and a non-convex energy function, as demonstrated by the solutions to the fabricated cases that can be executed by running the attached Matlab code. <br><br>However, the proposed algorithm can not be implemented successfully in XFEM_Fracture2D because it is not possible to compute the curvature of the energy function with respect to the crack tip extension lengths sufficiently accurately. So, in the end, XFEM_Fracture2D can not be used to robustly resolve the case of competing crack growth and a non-convex energy function.<br><br><br><br><br><br><br><br>
DOI: 10.17632/3cp29s83hj
title: Research Data

description: research data
DOI: 10.6084/m9.figshare.25486351.v1
title: Supplementary Material for: Association of Sevelamer Initiation with Gastrointestinal Bleeding Hospitalization in Individuals Requiring Hemodialysis

description: Introduction
Case reports have suggested a causative role between sevelamer use and subsequent gastrointestinal bleeding (GIB), but no large observational studies have evaluated this association. 

Methods
Using the United States Renal Data System database from 2015 to 2019, we examined the association between initiation of sevelamer (versus non-sevelamer containing phosphate binders) and GIB hospitalization as well as all-cause mortality among individuals on hemodialysis. We emulated a target trial using Cox regression models and inverse probability of treatment weights to estimate the adjusted hazard ratios (HR) across outcomes and subgroups.

Results
Among 21,354 new users of phosphate binders (11,276 sevelamer and 10,078 non-sevelamer) with baseline lab data (calcium, phosphorus, hemoglobin, and albumin), there were 2,811 GIB hospitalizations and 5,920 deaths after a median follow-up of 1.3 years. Compared with the initiation of non-sevelamer binders, sevelamer was not associated with an increased risk of GIB hospitalization (89 vs. 90 events per 1000 person-years; IPTW-HR 0.98, 95% CI 0.91 – 1.06) or all-cause mortality (220 vs. 224 events per 1000 person-years; IPTW-HR 0.98 95% CI 0.93 – 1.03). Subgroup analyses (such as diabetes and anti-coagulation use) were generally consistent, and there was no association between sevelamer dose and GIB hospitalization.

Conclusion 
Among patients requiring hemodialysis, sevelamer (vs non-sevelamer) containing phosphate binders was not associated with increased risk of GIB hospitalization.
DOI: 10.17632/nzyykcx855
title: Data for "Only-child and different? Evidence from a lab-in-the-field experiment of the Chinese one-child policy"

description: *** Replication of results in paper "Only-child and different? Evidence from a lab-in-the-field experiment of the Chinese one-child policy"
*** by Fredrik Carlsson, Elina Lampi, Peter Martinsson, Qin Tu, Xiaojun Yang
*** Note, two datasets are used. 
	*** For time preferences experiment: data-2022-03-12 time.dta
	*** For all other results: data-2022-03-03.dta
DOI: 10.6084/m9.figshare.12413438.v1
title: Dataset for preliminary study on the oxidative stress profile of selected body tissues following the co-administration of Cisplatin and Resveratrol in Sprague-Dawley rats

description: Dataset for preliminary study on the oxidative stress profile of selected body tissues following the co-administration of Cisplatin and Resveratrol in Sprague-Dawley rats<b> </b>
DOI: 10.17632/m9rp75gdjt
title: Images for Haar cascade captured with Thermal imager TPH3008-S

description: Small data set for passenger detection using thermal imager TPH3008-S. Images are sorted as negative images (in n folder) - not containing passengers and positive images (in p folder) - containing passengers. Images were captured during day. In total, 1734 negative images and 1951 positive images are present.
DOI: 10.6084/m9.figshare.17701172.v1
title: EEG Dataset for RSVP and P300 Speller Brain-Computer Interfaces

description: EEG dataset for subject 29
DOI: 10.6084/m9.figshare.19612971.v5
title: Dances with wolves: Exploring the limits to turning performance with size and shape variation in dogs

description: <br> Supplementary data for: <br> Dances with wolves: Exploring the limits to turning performance with size and shape variation in dogs Tina Haagensen1,2, Johanna T. Schultz1,3, Joshua Gaschk1, Christofer J. Clemente1 <br> 1. School of Science and Engineering, University of the Sunshine Coast, QLD, Australia <br> 2. Kristiansand Dyrepark, 4609 Kardemomme by, Norway <br> 3. The Robotics and Autonomous Systems Group, CSIRO Data61, QLD, Australia <br>
DOI: 10.17632/vbfvk9xtr9
title: Do children bank with same company that their parents do?

description: This study looks to investigate whether the majority of children now bank with the same company that their parents do/did.
DOI: 10.6084/m9.figshare.9930017.v1
title: secondary_structures_of_eukaryotic_group_II_introns_rfam_set(no_yadd_homologous)

description: secondary_structures_of_eukaryotic_group_II_introns_rfam_set(no_yadd_homologous)
DOI: 10.17632/w5mshwdpr3
title: Digital Economy Literature Dataset (1984-2019)

description: The digital economy publication literature dataset, which was indexed by Scopus from 1984 to 2019. The dataset contains data authors, authors ID Scopus, title, year, source title, volume, issue, article number in Scopus, DOI, link, affiliation, abstract, index keywords, references, Correspondence Address, editors, publisher, conference name, conference date, conference code, ISSN, language, document type, access type, and EID.
DOI: 10.17632/gf48ynxjn5
title: Data for: Understanding the Structure and Determinants of City Network through Intra-firm Service Relationships: The Case of Guangdong-Hong Kong-Macao Greater Bay Area

description: APS list
DOI: 10.6084/m9.figshare.14571297.v1
title: Impacts of allopolyploidization and structural variation on intraspecific diversification in Brassica rapa

description: Genome assemblies and annotations of B. rapa accessions.