cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.6084/m9.figshare.22581607.v1
title: Supplementary Material for: An Analysis of Dasatinib Treatment Patterns in Patients with Chronic Myeloid Leukemia After Experiencing Pleural Effusion During Dasatinib Therapy

description: Introduction: Treatment with dasatinib for chronic myeloid leukemia (CML) has been associated with development of pleural effusion, however data regarding its optimal management are limited. We examined treatment patterns and healthcare resource utilization (HCRU) and costs among patients with CML treated with dasatinib who experienced a subsequent pleural effusion. Methods: Adults with CML and ≥1 pharmacy claim for dasatinib in 2015–2018 who experienced pleural effusion after dasatinib were identified using data from claims databases. Results: Overall, 123 patients were eligible. After 1 year, of the 38.2% of patients with a dose modification, 72.3% did not switch treatment; amongst these patients, 70.6% continued treatment. Among patients with a stable dose after pleural effusion (61.8%), 57.9% later switched to another TKI. The mean (SD) duration of dasatinib treatment after pleural effusion was 262.0 (124.0) days for patients with a dose modification versus 149.1 (155.2) days for those with a stable dose (p &lt; 0.001). HCRU and costs were similar between groups. Discussion/Conclusion: Dasatinib dose modification after pleural effusion was not always required; however, patients with dose modifications continued therapy for a longer duration with a lower rate of switching to another TKI versus patients who remained on a stable dose.
DOI: 10.17632/d4m839jxv7
title: Data for: Convergence of energy productivity across Australian states: The role of energy-mix and sectoral shares

description: data are in xls with do file
DOI: 10.6084/m9.figshare.28696979.v1
title: Data for Moreno and Teixido. 2025. Journal of Animal Ecology

description: Habitat loss and fragmentation are among the main threats to global biodiversity and ecosystem services. While the effects of habitat loss on fauna are mostly negative, the responses of animals to fragmentation are varied. The frequency of negative impacts of both processes ultimately depends on taxonomic and functional diversity, the different landscape metrics, and the biological responses considered (e.g. species assemblage, behaviour, genetics). A systematic literature review was conducted to evaluate the impacts of habitat loss, fragmentation and associated landscape metrics on the terrestrial fauna of peninsular Spain, a biodiversity hotspot in Europe. Our database included 107 articles and 1942 cases of the effects (positive, negative, or neutral) of habitat loss, fragmentation or a given landscape metric on a biological response in four taxa of vertebrates (amphibians, reptiles, birds and mammals) and six of invertebrates (tardigrades, annelids, springtails, insects, myriapods and arachnids). Habitat loss mostly showed negative impacts, whereas the effects of fragmentation were diverse. Patch size reduction was the most detrimental landscape metric, while matrix contrast and edge effect reduced negative impacts and/or increased positive effects. Relative to the biological responses, richness showed a significantly higher proportion of negative effects, in contrast to positive interactions and behaviour. Vertebrates were more negatively affected than invertebrates by both habitat loss and fragmentation, although matrix contrast caused more negative effects on invertebrates. Behaviour also showed an increase in negative impacts and a decrease in positive impacts in invertebrates compared to vertebrates.. The results highlight the dependence on ecological and taxonomic context of the impacts of habitat loss and fragmentation on animal communities. Comparative approaches are required to improve our understanding of the effects of these processes, enabling well-supported conservation actions. Under the challenging scenario of global change and biodiversity crisis, our findings may stimulate similar analyses in different regions of the globe.
DOI: 10.6084/m9.figshare.7336466.v1
title: The use of intervention analysis of the mortality rates from breast cancer in assessing the Brazilian screening programme

description: Abstract Introduction There is a need to develop methods to evaluate public health interventions. Therefore, this work proposed an intervention analysis on time series of breast cancer mortality rates to assess the effects of an action of the Brazilian Screening Programme. Methods The analysed series was the monthly female breast cancer mortality rates from January 1996 to March 2016. The intervention was the establishment of the National Information System on Breast Cancer in June 2009. The Box-Tiao approach was used to build a Global Intervention Model (GIM) composed of a component that fits the series without the intervention, and a component that fits the effect with the intervention. The intervention’s response time was estimated and used to define the length of the residual series to assess the predictive accuracy of the GIM, which was compared to a one-step-ahead forecasting approach. Results The pre-intervention period was fitted to a SARIMA (0,1,2) (1,1,1)12 model and the intervention’s effect to an ARIMA (1,1,0) model. The intervention led to an increase in the mortality rates, and its response time was 24 months. The forecast error (MAPE) for the GIM was 3.14%, and for the one-step-ahead forecast it was 2.15%. Conclusion This work goes one step further in relation to the studies carried out to evaluate the Breast Cancer Screening Programme in Brazil, considering that it was possible to quantify the effects and the response time of the intervention, demonstrating the potential of the proposed method to be used to evaluate health interventions.
DOI: 10.6084/m9.figshare.15034812.v4
title: Early Marriage among young girls in Eastern Ethiopia: trend during 2008-2018

description: This study examined the trend of early marriage among adolescent girls for more than a decade in eastern Ethiopia. We analyzed data of girls in the age group of 10-17; extracted from the Kersa Health and Demographic Surveillance System database for the period of 2008–2018. The annual incidence of early marriage was calculated per 1000 person-time and Chi-square test for linear trend was run to examine the change in rates over time. The overall incidence of early marriage was 40.48/1000 girls per year (95% CI: 39.1–41.9) with increasing trend over ten years period. Higher incidence of early marriage occurred among rural resident, illiterate and unemployed girls. The findings show higher overall incidence of early marriage, its substantial differences among various socio demographic groups and increasing trend of early marriage incidence. Efforts are needed to empower rural girls to support them pursue their education and thereby reduce early marriage. <b> </b><br>
DOI: 10.6084/m9.figshare.21294798.v1
title: CS-Aarhus_Multiplex_Social.zip

description: The dataset representing the multiplex social network of a research department at Aarhus. If you use this dataset in your work either for analysis or for visualization, you should acknowledge/cite the following paper: “Combinatorial Analysis of Multiple Networks” Matteo Magnani, Barbora Micenkova, and Luca Rossi arXiv:1303.4986 (2013) <br> that can be found at the following URL: <br> <br> See the official webpage of this dataset <br> <br> for further details. <br> The multiplex social network consists of five kinds of online and offline relationships (Facebook, Leisure, Work, Co-authorship, Lunch) between the employees of Computer Science department at Aarhus. <br> There are 61 nodes in total, labelled with integer ID between 1 and 61, with 620 connections. The multiplex is undirected (with only one direction specified) and unweighted, stored as edges list in the file CS-Aarhus_multiplex.edges <br> with format <br> layerID nodeID nodeID weight <br> (Note: all weights are set to 1) <br> The IDs of all layers are stored in <br> CS-Aarhus_layers.txt <br> The IDs of nodes can be found in the file <br> CS-Aarhus_nodes.txt <br> <br> <br>
DOI: 10.6084/m9.figshare.26771164.v1
title: Supplementary Material for: Impact of Fat Mass on Osteoporosis, Sarcopenia, and Osteosarcopenia in Peritoneal Dialysis Patients

description: Introduction: The relationship between fat mass and osteoporosis, sarcopenia and osteosarcopenia is complex. While higher fat mass generally has a negative impact on bone and muscle health in the general population, the impact in peritoneal dialysis (PD) patients is less well understood.
Methods: In this study of 359 PD patients, sarcopenia was identified using appendicular skeletal muscle per square meter (ASM/m²), with cut-off values of &lt;7.0 kg/m² for men and &lt;5.5 kg/m² for women. Fat tissue index (FTI) and lean tissue index (LTI) were determined using body composition monitoring, with the lowest tertile classified as low FTI and low LTI. Bone mineral density (BMD) was measured, with a T-score below -2.5 indicating osteoporosis.
Results: The prevalence of osteoporosis, sarcopenia, and osteosarcopenia was 25%, 32%, and 15%, respectively. Notably, 60% of osteoporotic patients had sarcopenia, and about 45% of sarcopenic patients had osteoporosis. Patients with osteoporosis were older and had significantly lower LTI (15.3 vs. 12.7 kg/m², p&lt;0.001) and ASM (7.3 vs. 5.8 kg/m2, p&lt;0.001). Osteoporotic patients also had lower FTI, but this was more pronounced in men than in women. Patients with both sarcopenia and osteoporosis had the lowest LTI and FTI compared to those with only one or neither condition. Low FTI was a significant determinant for osteoporosis (OR, 2.34; 95% CI, 1.43-3.85; P = 0.001), sarcopenia (OR, 2.91; 95% CI, 1.82-4.64; P &lt; 0.001), and osteosarcopenia (OR, 2.34; 95% CI, 1.30-4.24; P = 0.005) in univariate analysis, and these associations remained significant after adjustment for age and body mass index.
Conclusion: Osteoporosis and sarcopenia are common and interrelated in PD patients. Low fat mass, but not normal/high fat mass, was significantly associated with these conditions, suggesting the importance of maintaining adequate fat mass in PD patients.
DOI: 10.6084/m9.figshare.4702555.v1
title: Haggis data: individual plasticity

description: Simulated data sets for use with Tutorial II, 'Multivariate modelling for individual plasticity variation', associated with 'Avoiding the misuse of BLUP in behavioural ecology'.<br>The file 'aggression.csv' provides the data for the first part of the tutorial, using random regression to model individual variation in how aggressive behaviour changes in response to the size of opponent. This data includes repeated measures of aggression at each opponent size for every individual, along with body size and fitness measurements.<br>File 'aggression_CS.csv' presents the same data having been reformatted to suit the 'character state' approach used in the second part of the tutorial. Note that 'fitness' has already been standardised to relative fitness in this set.
DOI: 10.6084/m9.figshare.5241967.v1
title: Erratum: Averting the Legacy of Kidney Disease - Focus on Childhood

description: World Kidney Day 2016 focuses on kidney disease in childhood and the antecedents of adult kidney disease that can begin in earliest childhood. Chronic kidney disease (CKD) in childhood differs from that in adults, as the largest diagnostic group among children includes congenital anomalies and inherited disorders, with glomerulopathies and kidney disease in the setting of diabetes being relatively uncommon. In addition, many children with acute kidney injury will ultimately develop sequelae that may lead to hypertension and CKD in later childhood or in adult life. Children born early or who are small-for date newborns have relatively increased risk for the development of CKD later in life. Persons with a high-risk birth and early childhood history should be watched closely in order to help detect early signs of kidney disease in time to provide effective prevention or treatment. Successful therapy is feasible for advanced CKD in childhood; there is evidence that children fare better than adults, if they receive kidney replacement therapy including dialysis and transplantation, while only a minority of children may require this ultimate intervention. Because there are disparities in access to care, effort is needed so that those children with kidney disease, wherever they live, may be treated effectively, irrespective of their geographic or economic circumstances. Our hope is that World Kidney Day will inform the general public, policy makers and caregivers about the needs and possibilities surrounding kidney disease in childhood.
DOI: 10.6084/m9.figshare.c.3603416_d1.v1
title: Additional file 3: of Arterial stiffness in hypertensive and type 2 diabetes patients in Ghana: comparison of the cardio-ankle vascular index and central aortic techniques

description: Dataset for the study. (XLSX 110 kb)
DOI: 10.15468/dl.ebd3hs
title: Occurrence Download

description: A dataset containing 3159166525 species occurrences available in GBIF matching the query:
{ }

 The dataset includes 3159166525 records from 72824 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009222-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17632/s6thnbmkjz
title: Stock market indices

description: Shanghai Stock Exchange Composite Index (SSE Composite Index) and Shenzhen Stock Exchange Component Index (SZSE Component Index) are used to verify the validity of this proposed model.The time range for both SSE Composite Index and SZSE Component Index is from January 4, 2010 to December 31, 2020, with a total of 2674 samples over 11 years. During these years, the economic level of China has steadily improved, and the financial system has been constantly perfected.
DOI: 10.6084/m9.figshare.12562220.v1
title: Studie_3_K1-3_practices.sav

description: Einfluss der Promotionsphase auf die Karriereentwicklung von NachwuchswissenschaftlerInnen in der Medizin und den Lebenswissenschaften.<br>Influence of the doctoral phase on the career of young researchers in medicine and life-sciences.
DOI: 10.17605/osf.io/jzutb
title: A Critical Analysis of How Local Autism Strategies Represent Autistic Adults' Intimate Lives

description: Abstract
Background 
Intimate relationships are an important, yet ordinary, part of many people’s lives. However, autistic people experience greater challenges around sex and intimate relationships and higher levels of loneliness and isolation. As diagnostic rates for autism in the UK increase, international research shows that support around sexuality and gender diversity is imperative to promote autistic people’s well-being. Health and social care policies should guide social care systems to address inequalities that autistic people face. However, our recent policy research shows that national health and social care policies in England tend to overlook support for intimate relationships. Building upon this research, this study investigates if and how local autism strategies in England recognise and prioritise support for sex and relationships. 

Methods
This empirical study employs a novel five-step process for critical policy analysis designed to identify and evidence absences and omissions within documents. We systematically identified all publicly available local autism strategies in England (89 documents). We combined keyword searches and hybrid thematic analysis (both deductive and inductive) to scrutinise the policy content. To evidence absences in the representation of intimate lives within these documents, we supplemented this with content analysis, using code quantification to support final themes.

Results 
The findings evidence a clear lack of positive and proportionate representations of intimate lives across local strategies. No strategy contained a priority area focused on supporting intimate relationships, and most strategies did not consider people’s intimate lives within relevant priority areas like transition to adulthood and housing, or relation to support for LGBTQI+ autistic people. The study highlights the importance of advocating for the recognition of autistic people’s intimate lives in national autism policy.

Conclusion 
We present six recommendations for integrating recognition and support for sex and relationships into future autism strategies and policymaking processes, with clear significance to international autism policy contexts.
DOI: 10.6084/m9.figshare.25541083.v1
title: <b>The impact of micro-habitat fragmentation on microbial population growth dynamics</b>

description: Dataset includes data and code related to this manuscript.
DOI: 10.17632/w57h389k49
title: Data for: Composition and lability of riverine dissolved organic matter: Insights from thermal slicing ramped pyrolysis GC-MS analysis

description: The data include chemical analysis of high molecular weight dissolved organic matter (HMW-DOM) collected from nine North American rivers, including stable carbon and nitrogen isotopes, total hydrolyzable amino acids, and pyrolysates through thermal slicing ramped pyrolysis GC-MS.
DOI: 10.6084/m9.figshare.28714952.v1
title: Pedicting Urban Trees’ Functional Trait Responses to Heat Using Reflectance Spectroscopy

description: Code and data to reproduce the results found in Kyaw et al., 2024.Kyaw, T. Y., Alonzo, M., Baker, M. E., Eisenman, S. W., & Caplan, J. S. (2024).Predicting Urban Trees’ Functional Trait Responses to Heat Using Reflectance Spectroscopy. Remote Sensing, 16(13), 2291.Data and Partial Least Squares Analysis discussed in detail in the publication. The code can be run in R without any changes so long as the Data_for_R.csv is in the same folder as the code.
DOI: 10.17632/zxhb7wh6j3
title: Data for: Banking Stability, Natural Disasters, and State Fragility: Time Series Evidence for Developing Countries

description: Data for: Banking Stability, Natural Disasters, and State Fragility: Time Series Evidence for Developing Countries
DOI: 10.6084/m9.figshare.19499537.v1
title: patches and local annotations, slide 052, zoom 248x248 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: 10.6084/m9.figshare.13046138.v2
title: XSS dataset

description: unbalanced datasets for cross-site scripting (XSS) attacks
DOI: 10.6084/m9.figshare.21509916.v1
title: Simulated Niño indices with weak or strong diurnal amplitude of SST from CMIP6 models and FIO-ESM v2.0

description: Diurnal variation of sea surface temperature (SST) has been proven to have effective impacts on ENSO simulation, such as ENSO amplitude, ENSO frequency, as well as ENSO asymmetry, after improving the air-sea coupling frequency from daily to 3-hour or better. However, to capture 90% of the diurnal amplitude (DA; daily maximum minus daily minimum) of SST, a 1-m or higher vertical resolution in the upper ocean layer is also required. In the Coupled Model Intercomparison Project (CMIP) 6, most climate models have taken diurnal variation into account with a coupled frequency of at least 3-hour between atmospheric and oceanic components. It illustrates the non-negligible role of diurnal variation in climate models. Besides high coupled frequency, high vertical resolution in ocean components is the other general requirement in simulating the strong DA (SDA) of SST. CMIP6 models with high air-sea coupled frequency (at least 3-hour) are divided into two groups. The models with a vertical resolution higher than 2-meters are treated as simulating SDA, while others are treated as simulating weak DA (WDA). Moreover, incorporating a parameterization scheme is also an efficient and effective way to simulate SDA without improving the vertical resolution. For example, FIO-ESMv2.0, which also participates in CMIP6, obtains SDA after incorporating a diurnal sublayer scheme in the ocean component and exhibits an excellent comprehensive performance of ENSO in the meanwhile. This data collection consists of Niño 3.4 indices, which are separated into WDA and SDA experiments, in CMIP6 and FIO-ESMv2.0 historical simulations from 1850 to 2014. Moreover, the data used in the mixed layer heat budget analysis in the Niño 3.4 region (170°-120°W, 5˚S-5°N) in FIO-ESMv2.0, such as ocean temperature, ocean velocity, and ocean surface heat fluxes, are also provided.
DOI: 10.6084/m9.figshare.21610785.v3
title: FlaPy: Mining Flaky Python Tests at Scale

description: ICSE'23 DEMO paperpreprintFlaPyConference pageAbout the artifactspypi_projects_20221112_randomSample10k+20k_overviews.tar.xz/<b>pypi_projects_20221112_randomSample10k+20k_meta.csv</b>one row = one iterationcontains meta information about the test executions, e.g. test exeuction time<b>pypi_projects_20221112_randomSample10k+20k_to.csv</b>one row = one test casetests overview containing verdicts and flaky-status for each test case<b>flapy_input_pypi_projects_20221112_randomSample10k_containingTests.csv</b>flapy input files (1/2)<b>flapy_input_pypi_projects_20221112_randomSample20k_containingT</b><b>ests</b><b>.csv</b>flapy input files (2/2)pypi_projects_20221112_randomSample10k+20k_failures.tar.xz/Contains the junit-xml reports of all failures produced by OD and NOD flaky testsSlashes in the project-url and the file path were replaced by spacesexamples_results.zip/results a minimal flapy run on 3 projects (example from the paper)<br><br>
DOI: 10.6084/m9.figshare.24586386.v1
title: active_users.csv

description: This dataset shows active users on GitHub and StackOverflow with their usernames and repository names.
DOI: 10.6084/m9.figshare.6207578.v2
title: Datasets and code from global mycorrhizal model paper

description: Global model output and species distribution model maps. Output from single-site modelCode for running single site simulations, plotting results, and also fortran code files for key model processes.<br><br>See README file and manuscript for details.
DOI: 10.6084/m9.figshare.6352703.v1
title: Bicycle Powered Centrifugal Irrigation Pump, Power Sweep Constant Head Experiment

description: In addition to the efficiency at normal use, I wanted to know if the pump used in the first prototype was the most efficient size for human power, as there have not been centrifugal pumps designed specifically for human powered use. At a constant vertical head of 4 meters, I varied the input power to sweep through the pump’s efficiencies. Procedure: Constant Head, Varied Power To control the input power in this experiment, the pedaler again watched a live readout of cadence which is a reasonable proxy for power. At 4 meters (13 feet) of vertical head, I took multiple trials at cadences ranging from 70 to 105 rpms. Once they reach a stable cadence, the pedaler would simultaneously start a timer and call out to the outlet person to switch the outlet flow from filling an auxiliary bucket to filling the measurement bucket. The outlet person would later call out when the measurement bucket was filled to 20 liters, and the pedaler would stop the timer.
DOI: 10.6084/m9.figshare.17704421.v2
title: [Data]General information and background of participants.xlsxDatasets

description: General information