Find research datasets worth reusing
Search datasets from major research repositories and use ShareScore to quickly assess how well each record supports discovery, access, and reuse.
12
datasets available to search
ShareScore release 0.7.1
Dataset results
12 results for “competing risks”
Simulated data used in "The importance of censoring in competing risks analysis of the subdistribution hazard"
<p>The simulated data used for analysis in "The importance of censoring in competing risks analysis of the subdistribution hazard". Simulated using the method described in Additional file 1.<br> <br> <strong>Warning: Large file.</strong> Contains 1000 datasets of 300 observations each, for each of 105 parameter combinations (31,500,000 rows). Some programs (e.g. Excel) will not be able to open it in full.</p> <p>csv file with columns:</p> <p><strong>p.comp:</strong> risk of the competing event in exposure group A for this scenario [0 to 0.30 in increments of 0.05]<br> <strong>lnb.cens:</strong> log(hazard ratio) for loss to follow-up in old versus young individuals for this scenario [0 to 1 in increments of 0.25]<br> <strong>lnb.evt:</strong> log(subdistribution hazard ratio) for the event of interest in exposure group B vs group A for this scenario [0, 0.5, 1]<br> <strong>sim:</strong> ID of the simulated dataset for this scenario [1-1000]<br> <strong>exposure:</strong> exposure group (0 = A, 1 = B) of this individual<br> <strong>age:</strong> age group (0 = young, 1 = old) of this individual<br> <strong>time:</strong> time-to-event or censoring for this individual<br> <strong>evtcode:</strong> event type (0 = censoring, 1 = event of interest, 2 = competing event)<br> <strong>censcode:</strong> type of censoring (1 = end-of-study, 2 = loss to follow-up)</p>
Northern Yellowstone Elk survival and competing risks
<p>Prey vulnerability to predation can vary by life history stage, and prey population stage structure determines the strength a predator species wields on their community. Prey population stage structure can vary over time, yet little is known about how temporal change in prey stage structure influences predator-prey interactions. We used data of wolves hunting adult female elk in Yellowstone National Park to demonstrate that stage-selective wolf predation of old individuals (>11 years old) was more additive than wolf predation of young individuals (2–11 years old). Additive predation of older elk coupled with an aging female elk population increased the strength of wolf predation over time. When vulnerable prey comprise an increasing proportion of a population, their early demise may decrease population growth. Accounting for temporal variation in predation risk across a prey population is therefore critical to understanding the community-level consequences of predator-prey interactions.</p>
Northern Yellowstone Elk survival and competing risks
Open the record for dataset details and reuse information.
Electronic Supplementary Data to "Zika vector competence data reveals risks of outbreaks: the contribution of the European ZIKAlliance project"
<p>Electronic Supplementary Data to "Zika vector competence data reveals risks of outbreaks: the contribution of the European ZIKAlliance project"</p>
Data from: Juvenile survival, competing risks, and spatial variation in mortality risk of a marine apex predator
Open the record for dataset details and reuse information.
Data for: Perceived risk structures the space use of competing carnivores
<p>Competition structures ecological communities. In carnivorans, competitive interactions are disproportionately costly to subordinate carnivores who must account for risk of interspecific killing when foraging. Accordingly, missed opportunity costs for meso-carnivores imposed by risk can benefit the smallest-bodied competitors. However, the extent to which the risk perpetuates into spatial partitioning in hierarchically structured communities remains unknown. To determine how risk-avoidance behaviors shape the space-use of carnivore communities, we studied a simple community of carnivores in northern Patagonia, Argentina: pumas (<i>Puma concolor</i>; an apex carnivore), culpeo foxes (<i>Lycalopex culpaeus</i>; a meso-carnivore), and chilla foxes (<i>Lycalopex griseus</i>; a small carnivore). We used multi-species occupancy models to quantify the space use within the carnivore community and giving-up densities to understand the behaviors that structure space use. Notably, we applied an analytical framework that tests whether actual or perceived risk of predation most strongly influences the space use of subordinate carnivores while accounting for their foraging and vigilance behaviors. We found that there was a dominance hierarchy from the apex carnivore through the meso-carnivore to the subordinate small carnivore, which was reflected in space. Although both meso- and small carnivores exhibited similar predator avoidance behavioral responses to apex carnivores, the habitat associations of apex carnivores only altered meso-carnivore space use. The biases in risk management we observed for meso-carnivores likely translates into stable co-existence of this community of competing carnivores. We believe our analytical framework can be extended to other communities to quantify the spatial-behavioral tradeoffs of risk.</p>
Data for: Perceived risk structures the space use of competing carnivores
Open the record for dataset details and reuse information.
Testing the Competency-based Theory of Change for Suicide Risk Among Young Male Internet Users With Societal Masculinity
ClinicalTrials.gov study NCT04591223. IPD Sharing: NO. Countries: 1. Publications: 0.
Data from: Outcome after reconstruction of the proximal tibia – complications and competing risk analysis
Open the record for dataset details and reuse information.
Competing Risk of Death and ESRD in Incident CKD Patients
ClinicalTrials.gov study NCT03379571. IPD Sharing: NO. Countries: 0. Publications: 0.
Cultural Competency, Risk Management, and Patient Safety Internet-Based Curriculum for OB/GYN Resident Physicians
ClinicalTrials.gov study NCT02355847. IPD Sharing: Not stated. Countries: 0. Publications: 0.
Long-term Heart-specific Mortality in the Presence of Competing Risks Among Patients With Non-metastatic Gastric Adenocarcinoma Undergoing Resection and Chemotherapy
ClinicalTrials.gov study NCT04820569. IPD Sharing: UNDECIDED. Countries: 0. Publications: 0.
ScienceDex guides
Understand access before you commit
These curated guides explain access requirements, typical timelines, costs, and reuse considerations for widely used research datasets.
Allen Brain Atlas
Allen Brain Atlas is an Allen Institute collection of brain map atlases, datasets, APIs, and analysis tools covering mouse, human, and non-human primate brain resources.
Annotated Behaviour and Observability Dataset (ABODe)
ABODe is a University of Edinburgh DataShare dataset for behavior classification in group-housed mice using home-cage video, identities, bounding boxes, ground-plate positions, and annotator labels.
DANDI Archive for NWB datasets
DANDI is a BRAIN Initiative archive for publishing and sharing neurophysiology data, including electrophysiology, optophysiology, and behavioral data packaged as NWB and related standards.
International Brain Laboratory public data
The International Brain Laboratory public data releases expose standardized mouse decision-making experiments, including Neuropixels recordings, widefield calcium imaging, behavior, and session metadata accessed through the ONE API.
OpenNeuro
OpenNeuro is a free, open platform for sharing neuroimaging datasets, with public search, dataset pages, and download paths for web, S3, DataLad, and the OpenNeuro CLI.