DataCat: The Research Data Catalogue (University of Liverpool)
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Dock Branch Park Evaluability Assessment
Get PDFDock Branch Park Evaluability Assessment with Wirral Council, Dock Branch Community Panel and Other Community Member
Fluid sample susceptibility for foals less than 30 days old 2018-2023
No full textFluid sample culture and susceptibility for foals less than 30 days old 2018-2023 collected at a UK based hospita
Drawing on experience volume 1 - creative collaborations with experts by experience.
Get PDFThis zine (pronounced zeen) was created by experts by experience who took part in a collaborative workshop in Liverpool, UK, on the 10th July 2023.
The artwork was created in response to small group discussions about experiences, and impact, of being involved in health research.
Each person also shared a song as part of a group playlist and created their own data portrait
Assessing comparability of different computational pipelines for phosphosite localisation using decoy amino acids
No full textData and code for thesis chapter titled: Assessing comparability of different computational pipelines for phosphosite localisation using decoy amino acid
Data associated Mather et al. 'The limited efficacy of psychological interventions for depression in people with Type 1 or Type 2 diabetes: An Individual Participant Data Meta-Analysis (IPD-MA)'
No full textRaw anonymised data associated with the paper by Mather et al. titled 'The limited efficacy of psychological interventions for depression in people with Type 1 or Type 2 diabetes: An Individual Participant Data Meta-Analysis (IPD-MA)'
Please inform the author of re-use of the data and provide explicit acknowledgemnet of its use within any outputs.
A summary of the article arising from the original use of the data is as follows:
Abstract
Background: People with either Type 1/Type 2 diabetes experiencing anxiety or depression experience worse clinical and social outcomes. Efficacy of available psychological and pharmacological treatments for anxiety and depression is unclear. Aggregate data meta-analyses (AD-MAs) have failed to consider the clinical relevance of any change these treatments elicit. Thus, we sought to complete an individual participant data meta-analysis (IPD-MA) to evaluate this.
Methods: Eligible RCTs of psychological treatments (PTs) and pharmacological treatments (PhTs) were systematically identified and assessed using the Cochrane Risk of Bias Tool-2. IPD was requested and Jacobson's methodology was used to determine the clinical relevance of symptom-change. Traditional effect sizes were calculated to permit comparison of trials providing and not providing IPD and to compare with AD-MAs.
Results: Sufficient data was obtained to conduct an IPD-MA for PTs (12/25) but not PhTs (1/5).
Across PT trials, rates of ‘recovery’ for depression post-intervention were low. Whilst significantly more treated patients did recover (17% [95% CI 0.10, 0.25]) than controls (9% [95% CI 0.03, 0.17]), the difference was small (6% [95% CI 0.02, 0.10]).
Limitations
Only 50% of eligible trials provided IPD; we were also only able to examine outcomes immediately following the end of an intervention.
Conclusion: Current psychological interventions offer limited benefit in treating anxiety and depression in people with Type 1 or Type 2 diabetes (83% remain depressed). More efficacious interventions are urgently needed
Effect of Lithium Concentration on the Network Connectivity of Nuclear Waste Glasses
No full textStructure of borosilicate glasses with varying Li2O contents were investigated using Magic Angle Spinning (MAS) Nuclear Magnetic Resonance (NMR), employing 6Li, 11B, 23Na, 27Al and 29Si nuclei. 11B MAS NMR revealed that increasing Li2O contents result in formation of [BO4]- sites at the expense of BO3. 11B{6Li} and 27Al{6Li} dipolar heteronuclear multiple quantum correlation (D-HMQC) NMR revealed Li as a charge compensator for anionic tetrahedral sites with increased Li. 11B{6Li} J-coupling mediated HMQC NMR highlighted the possible association of Li with non-bridging oxygens on Q2 and Q3 sites, indicating its dual role in the glass network. 29Si and 23Na MAS NMR spectra showed depolymerisation of the silicate network and shortening of Na-O bond lengths with increased Li. NMR results are supported by Raman spectroscopy and thermal analysis that indicate depolymerisation of the silicate network and a reduction in glass transition temperature at higher Li content
Models for "Running performance in Australopithecus afarensis"
No full textRepository includes the GaitSym (version 2017) model files and associated bone geometry (.obj) files for the MDA models of Australopithecus afarensis and a human, as described in the above publication. Data is organised in the following publication:
Bates, K.T., McCormack, S., Donald, E., Coatham, S., Brassey, C.A., Charles, J., O'Mahoney, T., van Bijlert, P.A. & Sellers, W.I. Running performance in Australopithecus afarensis
Enhanced performance in transparent conducting materials at the interface of a wide band gap semiconductor and a correlated metal
No full textSeveral classes of inorganic transparent conducting coatings are available (broad band wide band gap semiconductors, noble metals, amorphous oxides and correlated metals), with peak performance depending on the layer thickness. Correlated metallic transition metal oxides have emerged as potential competitive materials for small coating thicknesses, but their peak performance remains one order of magnitude below other best in class materials. By exploiting the charge transfer at the interface between a correlated metal and a wide band gap semiconductor, we show that pulsed laser deposition-grown SrNbO3 heterostructures on SrTiO3 outperform correlated metals by an order of magnitude. The apparent increase in carrier concentration confirms that an electronically active interfacial layer is contributing to the transport properties of the heterostructure. The correlated metallic electrode allows the extraction of high mobility carriers resulting in an enhanced conductivity for heterostructures with thicknesses up to 20 nm. The high optical absorption of the high mobility metallic interface does not have a detrimental effect on the transmission of the heterostructure due to its small thickness. The charge transfer-driven enhanced electrical properties in correlated metal - wide band gap semiconductor heterostructures offers a distinct route to high performance transparent conducting materials
Augmented-Dickey-Fuller, Theil-Sen estimator and noise power processing code for flicker noise analysis. Along with STMBJ data for a pair of molecular wires (oligotriynyl & trans-stilbene) with thioanisole termini
No full textA collection of data for STMBJ experiments on thioanisole terminated oligotriyne and trans-stilbene molecules. The same compounds measured under constant height mode at 40 kHz (oligotriyne) and 100 kHz (trans-stilbene). Including an augmented dickey fuller and power spectral density analysis code along with a Theil-Sen estimator code for evaluating the flicker noise scaling exponent
Raw video files: Caustic signatures produced by gold nanoparticles
No full textThe video files in this data repository show caustic signatures of gold spherical nanoparticles with diameters 10-, 50- and 100nm. Each video contains at least one caustic signature produced by a nanoparticle which was analysed using the ImageJ plugin TrackMate. The acquisition speed of the camera was 40fps. PLEASE NOTE: Over the data collection period, the camera was replaced with a more up to date model. Using the 40x objective lens with the old camera, the pixel size was 0.116µm x 0.116µm. This scaling ratio should be assumed for all videos except where indicated with * where the pixel size is 0.086µm x 0.086µm
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