cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.6084/m9.figshare.18134001
title: Optimal outcome measures for assessing exercise and rehabilitation approaches in chemotherapy-induced peripheral-neurotoxicity: Systematic review and consensus expert opinion

description: Chemotherapy-induced peripheral neurotoxicity (CIPN) remains a significant toxicity in cancer survivors without preventative strategies or rehabilitation. Exercise and physical activity-based interventions have demonstrated promise in reducing existing CIPN symptoms and potentially preventing toxicity, however there is a significant gap in evidence due to the lack of quality clinical trials and appropriate outcome measures. We systematically reviewed outcome measures in CIPN exercise and physical rehabilitation studies with expert panel consensus via the Peripheral Nerve Society Toxic Neuropathy Consortium to provide recommendations for future trials. Across 26 studies, 75 outcome measures were identified and grouped into 16 domains within three core areas – measures of manifestations of CIPN (e.g. symptoms/signs), measures of the impact of CIPN and other outcome measures. This article provides a conceptual framework for CIPN outcome measures and highlights the need for definition of a core outcome measures set. The authors provide recommendations for CIPN exercise and physical rehabilitation trial design and outcome measure selection. The development of a core outcome measure set will be critical in the search for neuroprotective and treatment approaches to support cancer survivors and to address the gap in the identification of effective rehabilitation and treatment options for CIPN.
DOI: 10.6084/m9.figshare.18134001.v1
title: Optimal outcome measures for assessing exercise and rehabilitation approaches in chemotherapy-induced peripheral-neurotoxicity: Systematic review and consensus expert opinion

description: Chemotherapy-induced peripheral neurotoxicity (CIPN) remains a significant toxicity in cancer survivors without preventative strategies or rehabilitation. Exercise and physical activity-based interventions have demonstrated promise in reducing existing CIPN symptoms and potentially preventing toxicity, however there is a significant gap in evidence due to the lack of quality clinical trials and appropriate outcome measures. We systematically reviewed outcome measures in CIPN exercise and physical rehabilitation studies with expert panel consensus via the Peripheral Nerve Society Toxic Neuropathy Consortium to provide recommendations for future trials. Across 26 studies, 75 outcome measures were identified and grouped into 16 domains within three core areas – measures of manifestations of CIPN (e.g. symptoms/signs), measures of the impact of CIPN and other outcome measures. This article provides a conceptual framework for CIPN outcome measures and highlights the need for definition of a core outcome measures set. The authors provide recommendations for CIPN exercise and physical rehabilitation trial design and outcome measure selection. The development of a core outcome measure set will be critical in the search for neuroprotective and treatment approaches to support cancer survivors and to address the gap in the identification of effective rehabilitation and treatment options for CIPN.
DOI: 10.17638/datacat.liverpool.ac.uk/1613
title: Data for "Element selection for functional materials discovery by integrated machine learning of atomic contributions to properties"
DOI: 10.5281/zenodo.5932532
title: Blood Exposome Database Compounds with DDA spectra coverage

description: The last column in the CSV file has the DDA spectra (publicly available) count for blood exposome database compound list. First block on the InchiKey was used to query the spectral data that was downloaded from the MONA, GNPS, MSDIAL repositories. It can be useful for prioritizing compounds that need to be purchased for new DDA data collection, or they can be candidates for in-silico fragmentation analyses.
DOI: 10.18739/a2h12v84s
title: Daily ocean bottom pressure output (60N-90N (North); 1992-2017)

description: Files contain gridded daily averages of ocean bottom pressure at latitudes poleward of 60N (North), covering the period 1992-2017. File obp_all_forcing.nc represents variability forced by all surface atmospheric fields, including barometric pressure loading, as derived from the ECCO (Estimating the Circulation and Climate of the Ocean) Version 4 Release 4 state estimate available at https://podaac.jpl.nasa.gov/announcements/2021-04-27-ECCO-Version-4-Datasets-Release. File obp_all_but_pres_forcing.nc represents variability forced by all surface atmospheric fields except barometric pressure loading. The two files can be used to isolate the response to barometric pressure loading for further analysis.
DOI: 10.6084/m9.figshare.19097621
title: data 1.csv

description: Mining data consolidated
DOI: 10.6084/m9.figshare.19097621.v1
title: data 1.csv

description: Mining data consolidated
DOI: 10.25505/fiz.icsd.cc1xyq4q
title: CSD 1786224: Experimental Crystal Structure Determination

description: Related Article: Lubin Ni, Robin Güttinger, C. A. Triana, Bernhard Spingler, Kim K. Baldridge, Greta R. Patzke|2019|Dalton Trans.|48|13293|doi:10.1039/C9DT03018B
DOI: 10.25505/fiz.icsd.cc1xyqh2
title: CSD 1786235: Experimental Crystal Structure Determination

description: Related Article: Lubin Ni, Robin Güttinger, C. A. Triana, Bernhard Spingler, Kim K. Baldridge, Greta R. Patzke|2019|Dalton Trans.|48|13293|doi:10.1039/C9DT03018B
DOI: 10.25505/fiz.icsd.cc1y3vws
title: CSD 1791176: Experimental Crystal Structure Determination

description: Related Article: Bikshandarkoil R. Srinivasan, Savita S. Khandolkar, Sudesh M. Morajkar|2020|Indian J.Chem.,Sect.A:Inorg.,Bio-inorg.,Phys.,Theor.Anal.Chem.|59|517|
description: Related Article: Bikshandarkoil R Srinivasan, Savita S Khandolkar, Sudesh M Morajkar|2020|Indian J.Chem.,Sect.A:Inorg.,Bio-inorg.,Phys.,Theor.Anal.Chem.|59A|517|
DOI: 10.5281/zenodo.5932663
title: Scientists attitudes toward sharing data over time

description: This data is derived from three previous surveys performed by members of DataONE to gauge scientists' attitudes and practices around data sharing and data management, and also to determine their satisfaction with the resources provided to them for sharing and data management. The data and analysis here are a subset of the questions from those three surveys. A subset of questions from each of the previous surveys was used to assess changes in attitudes towards sharing data and data management over time. The data are also available on Github. Consult the README contained in the ZIP file for usage and other notes.
DOI: 10.6084/m9.figshare.19099619.v1
title: expressions_matrix_subset.tsv

description: Subset of expression matrix from paper:<br>https://www.sciencedirect.com/science/article/pii/S0092867418313941<br>
DOI: 10.6084/m9.figshare.17910827
title: Biblometrics Analysis of Decent Work in Scimago Database (2016 –2021)

description: Biblometrics Analysis of Decent Work in Scimago Database (2016 –2021)
DOI: 10.6084/m9.figshare.17910827.v1
title: Biblometrics Analysis of Decent Work in Scimago Database (2016 –2021)

description: Biblometrics Analysis of Decent Work in Scimago Database (2016 –2021)
DOI: 10.6084/m9.figshare.17124287
title: Complementary files - Functional and comparative genomics reveals conserved noncoding sequences in the nitrogen-fixing clade

description: Complementary files - Functional and comparative genomics reveals conserved noncoding sequences in the nitrogen-fixing clade. It includes the alignments and the conserved regions.
DOI: 10.3886/e128862v1-107941
title: National Neighborhood Data Archive (NaNDA): Land Cover by ZIP Code Tabulation Area, United States, 2001-2016

description: This dataset contains measures of land cover (e.g., low-, medium-, or high-density development, forest, wetland, open water) derived from the National Land Cover Database (NLCD) and aggregated by United States ZIP code tabulation area (ZCTA). Land cover is measured both in total square meters and as a proportion of all land within the ZCTA.
description: All ZIP code tabulation areas in the continental United States. No data is available for Alaska, Hawaii, or the United States territories.. Smallest Geographic Unit: ZIP code tabulation area
description: A ZIP code to ZCTA crosswalk must be used to combine this dataset with ZIP code geocoded data must use a ZIP code to ZCTA crosswalk. Such a crosswalk is available on the UDS Mapper website at https://udsmapper.org/zip-code-to-zcta-crosswalk/. Sample code for merging the UDS Mapper crosswalk with NaNDA datasets is available on the NaNDA repository at https://www.openicpsr.org/openicpsr/project/120088/.
DOI: 10.5281/zenodo.5932694
title: Scientists attitudes toward sharing data over time

description: This data is derived from three previous surveys performed by members of DataONE to gauge scientists' attitudes and practices around data sharing and data management, and also to determine their satisfaction with the resources provided to them for sharing and data management. The data and analysis here are a subset of the questions from those three surveys. A subset of questions from each of the previous surveys was used to assess changes in attitudes towards sharing data and data management over time. The data are also available on Github. Consult the README contained in the ZIP file for usage and other notes.
DOI: 10.5281/zenodo.5932662
title: Scientists attitudes toward sharing data over time

description: This data is derived from three previous surveys performed by members of DataONE to gauge scientists' attitudes and practices around data sharing and data management, and also to determine their satisfaction with the resources provided to them for sharing and data management. The data and analysis here are a subset of the questions from those three surveys. A subset of questions from each of the previous surveys was used to assess changes in attitudes towards sharing data and data management over time. The data are also available on Github. Consult the README contained in the ZIP file for usage and other notes.
DOI: 10.25934/pr00005138.0
title: Available IPD datapackage for study 'A Multicenter, Single-blind, Randomized Parallel-group Study to Assess the Short- and Long-term Efficacy of Certolizumab Pegol Plus Methotrexate Compared to Adalimumab Plus Methotrexate in Subjects With Moderate to Severe Rheumatoid Arthritis Responding Inadequately to Methotrexate'

description: This study is conducted to evaluate the short (12 Weeks) and long term (104 Weeks) efficacy of Certolizumab Pegol compared with Adalimumab both in combination with Methotrexate (MTX) in the treatment of moderate to severe Rheumatoid Arthritis (RA) that is not responding adequately to MTX.
DOI: 10.5281/zenodo.5932695
title: DTR from 189 weather stations in the contiguous USA from 2015 to 2020

description: Temperature data was collected from the National Climatic Data Center (NCDC, 2021). It is considered as the world’s largest archive of data regarding weather. For this study, data was collected from the year of 2010 to 2020. Data was taken from the 48 States of the contiguous USA and the DC. For 42 of these States, 4 stations were analyzed per State. For 6 of these States and the DC, 3 stations were analyzed from each. In total, data of 189 stations across the USA were collected.
description: {"references": ["NCDC. 2021. Climate Data Online. Available online: https://ncdc.noaa.gov/cdo-web (accessed 2021-09-29)."]}
DOI: 10.5281/zenodo.5542724
title: DTR from 189 weather stations in the contiguous USA from 2015 to 2020

description: Temperature data was collected from the National Climatic Data Center (NCDC, 2021). It is considered as the world’s largest archive of data regarding weather. For this study, data was collected from the year of 2010 to 2020. Data was taken from the 48 States of the contiguous USA and the DC. For 42 of these States, 4 stations were analyzed per State. For 6 of these States and the DC, 3 stations were analyzed from each. In total, data of 189 stations across the USA were collected.
description: {"references": ["NCDC. 2021. Climate Data Online. Available online: https://ncdc.noaa.gov/cdo-web (accessed 2021-09-29)."]}
DOI: 10.6084/m9.figshare.19099724
title: Dataset Inflation Spillovers

description: Dataset for inflation spillovers.
DOI: 10.6084/m9.figshare.19099724.v1
title: Dataset Inflation Spillovers

description: Dataset for inflation spillovers.
DOI: 10.6084/m9.figshare.19082429.v1
title: Vgsc allele frequencies in African malaria vector species: field data and predictive map data grids

description: Predictions for the frequency of alleles of the voltage gated sodium channel gene (Vgsc) were produced by a spatio-temporal model that used allele frequency data from field populations and a large number of potential explanatory variables. Full details are given in the linked BMC Biology article.<br>File 1_Vgsc_allele_freq_dataset.csv contains the field population data that went into the model. The inclusion criteria for the subset of the data that went into the model are listed in the accompanying article.<br>File 2_data_grids_of_predicted_allele_frequencies.zip<br> is a zipped folder containing data grids (rasters)<br>for each mosquito species, country and year modelled. Each raster comprises two files; a GRD and GRI file.The rasters are at a 2.5 arcminute (approx. 5 km) resolution. Each grid cell has a value for the predicted allele frequency on a scale of 0.0 to 1.0.<br>These raster data can be visualised and processed in a range of geographical information system packages (e.g. ArcGIS and QGIS) or spatial data packages in R (http://cran.r-project.org/web/views/Spatial.html).
DOI: 10.6084/m9.figshare.19090271
title: California city tree inventories

description: A cleaned and standardized set of publicly available municipal tree inventories for cities in the state of California. Inventories were gathered in 2020, but were not necessarily up to date at that time. Scientific names have been standardized, but common names (when provided) have not. Sources and information can be found in the file "CA tree inventory data sources.xlsx"<br>
DOI: 10.25386/genetics.19030004
title: Supplement for Roth et al., 2022

description: Supplemental Material<br>
DOI: 10.25386/genetics.19030004.v1
title: Supplement for Roth et al., 2022

description: Supplemental Material<br>
DOI: 10.6084/m9.figshare.19082429.v2
title: Vgsc allele frequencies in African malaria vector species: field data and predictive map data grids

description: Predictions for the frequency of alleles of the voltage gated sodium channel gene (Vgsc) were produced by a spatio-temporal model that used allele frequency data from field populations and a large number of potential explanatory variables. Full details are given in the linked BMC Biology article.<br>File 1_Vgsc_allele_freq_dataset.csv contains the field population data that went into the model. The inclusion criteria for the subset of the data that went into the model are listed in the accompanying article.<br>File 2_data_grids_of_predicted_allele_frequencies.zip<br> is a zipped folder containing data grids (rasters)<br>for each mosquito species, country and year modelled. Each raster comprises two files; a GRD and GRI file.The rasters are at a 2.5 arcminute (approx. 5 km) resolution. Each grid cell has a value for the predicted allele frequency on a scale of 0.0 to 1.0.<br>These raster data can be visualised and processed in a range of geographical information system packages (e.g. ArcGIS and QGIS) or spatial data packages in R (http://cran.r-project.org/web/views/Spatial.html).
DOI: 10.5281/zenodo.5932787
title: The supplement for article "A synthetic analogue of the mineral ivanyukite: sorption be-havior to lead cations"

description: Fractional Atomic Coordinates (×104) and Equivalent Isotropic Displacement Parameters (Å2×103) for Pb-exchanged ivanyukite. Ueq is defined as 1/3 of the trace of the orthogonalised UIJ tensor, anisotropic Displacement Parameters (Å2×103) for Pb-exchanged ivanyukite. Bond Lengths for Pb-exchanged ivanyukite.
DOI: 10.6084/m9.figshare.19082429
title: Vgsc allele frequencies in African malaria vector species: field data and predictive map data grids

description: Predictions for the frequency of alleles of the voltage gated sodium channel gene (Vgsc) were produced by a spatio-temporal model that used allele frequency data from field populations and a large number of potential explanatory variables. Full details are given in the linked BMC Biology article.<br>File 1_Vgsc_allele_freq_dataset.csv contains the field population data that went into the model. The inclusion criteria for the subset of the data that went into the model are listed in the accompanying article.<br>File 2_data_grids_of_predicted_allele_frequencies.zip<br> is a zipped folder containing data grids (rasters)<br>for each mosquito species, country and year modelled. Each raster comprises two files; a GRD and GRI file.The rasters are at a 2.5 arcminute (approx. 5 km) resolution. Each grid cell has a value for the predicted allele frequency on a scale of 0.0 to 1.0.<br>These raster data can be visualised and processed in a range of geographical information system packages (e.g. ArcGIS and QGIS) or spatial data packages in R (http://cran.r-project.org/web/views/Spatial.html).
DOI: 10.6084/m9.figshare.19082429.v3
title: Vgsc allele frequencies in African malaria vector species: field data and predictive map data grids

description: Predictions for the frequency of alleles of the voltage gated sodium channel gene (Vgsc) were produced by a spatio-temporal model that used allele frequency data from field populations and a large number of potential explanatory variables. Full details are given in the linked BMC Biology article.<br>File 1_Vgsc_allele_freq_dataset.csv contains the field population data that went into the model. The inclusion criteria for the subset of the data that went into the model are listed in the accompanying article.<br>File 2_data_grids_of_predicted_allele_frequencies.zip<br> is a zipped folder containing data grids (rasters)<br>for each mosquito species, country and year modelled. Each raster comprises two files; a GRD and GRI file.The rasters are at a 2.5 arcminute (approx. 5 km) resolution. Each grid cell has a value for the predicted allele frequency on a scale of 0.0 to 1.0.<br>These raster data can be visualised and processed in a range of geographical information system packages (e.g. ArcGIS and QGIS) or spatial data packages in R (http://cran.r-project.org/web/views/Spatial.html).
DOI: 10.14284/550
title: Selected data from the LifeWatch/Jerico North Sea Cruise with R/V Simon Stevin in May 2017

description: This dataset contains station data collected during the JericoNext 2017 cruise. The data within is derived from https://doi.org/10.14284/549; its changes documented in Aubert A. et al. (2022) "From bacteria to zooplankton: an integrative approach revealing regional spatial patterns during the spring phytoplankton bloom in the Southern Bight of the North Sea"
DOI: 10.5281/zenodo.5504612
title: RECIPROCALLY INHIBITORY CIRCUITS OPERATING WITH DISTINCT MECHANISMS ARE DIFFERENTLY ROBUST TO PERTURBATION AND MODULATION

description: Contains reduced data consisting of intracellular voltage recordings from reciprocally inhibitory neurons, metadata and various annotations. This should allow you to reproduce the figures in the paper. The scripts to reproduce the figures are available at https://github.com/eomorozova/hco-analysis
DOI: 10.5281/zenodo.5504611
title: RECIPROCALLY INHIBITORY CIRCUITS OPERATING WITH DISTINCT MECHANISMS ARE DIFFERENTLY ROBUST TO PERTURBATION AND MODULATION

description: Contains reduced data consisting of intracellular voltage recordings from reciprocally inhibitory neurons, metadata and various annotations. This should allow you to reproduce the figures in the paper. The scripts to reproduce the figures are available at https://github.com/eomorozova/hco-analysis
DOI: 10.6073/pasta/373ca46c1df26dc4145bd21ab7e7bb88
title: Bonanza Creek LTER: Yearly Seedfall Summary from 1957 to Present in the Bonanza Creek Experimental Forest near Fairbanks, Alaska

description: The Yearly Seedfall Summary dataset includes seed counts and germination rates of Picea glauca, Picea mariana, Betula neoalaskana (papyrifera), Picea mariana, Larix larciana, Alnus crispa, and Alnus tenuifolia. Seeds are collected in .25m^2 trays located on the forest floor of the a selected set of LTER successional sites. Germination takes plaace in the BECRU lab facility at UAF.
DOI: 10.5281/zenodo.5932880
title: Large Radius Tracking Events in pp collisions with a Generic detector

description: This dataset is generated with the ACTS framework, using a generic detector description (similar to the one in the TrackML challenge) and a constant magnetic field of 2 Tesla in the beam direction (i.e. z-axis). The event simulation was done via the Fastras and the digitization was done via smearing functions, which is configured with the default configuration file in ACTS. We did not use an exact release when producing the dataset, but we believe release v15.0.0 should reproduce the dataset. We processed the original outputs from ACTS so that the dataset is machine-learning friendly. Four different physics processes are generated with the Pythia8 generator at 13 TeV of proton-proton collisions without the presence of addition collision (i.e. no pileup events). Heavy Neural Lepton with the neutral lepton mass of 15 GeV and a lifetime of 100 mm Heavy Neural Lepton with the neutral lepton mass of 10 GeV and a lifetime of 100 mm. Heavy Neural Lepton with the neutral lepton mass of 15 GeV and a lifetime of 200 mm. ttbar events The heavy neural lepton generated along with a neutrino through a virtual W boson is forced to decay to two muons and a muon neutrino. The dataset is saved as the torch dataset. One can access it via the following code snippet. <pre><code class="language-python">&gt;&gt;&gt; import torch &gt;&gt;&gt; data = torch.load("ttbar_PileUp000_10K_Processed/100") &gt;&gt;&gt; data Data(event_file="PileUp000_10K/event000000100", hid=[1634], layerless_true_edges=[2, 1477], layers=[1634], pid=[1634], x=[1634, 3])</code></pre> <em>x</em> is a table of spacepoints with dimension of [number of spacepoints, number of spacepoint features], the spacepoint features are their 3D global position. <em>pid</em> is a table of particle IDs each spacepoint associated with. hid is a table of spacepoint IDs, <em>layerless_true_edges</em> is a table of the true-level edges where edges connect spacepoints coming from the same track.
DOI: 10.5281/zenodo.3981290
title: Supervised jet clustering reference data

description: A set of MC simulated events for training/testing machine learning architectures for the task of supervised jet clustering.<br> In total 100,000 W' events and 100,000 q* events<br> Description:<br> * 13 TeV collision data simulated with pythia 8.183.<br> * wboson.txt contains events generated from a W' boson with a mass of 600 GeV, which decays 100% of the time to a W boson and a Z boson. The W boson is forced to decay haronically and the Z boson decays into neutrinos.<br> * qstar.txt contains events generated from a excited quark q* with a mass of 600 GeV, which decays 100% of the time to a quark and a Z boson. The Z boson is forced to decay into neutrinos.<br> * events in the text format<br> * each line in the text represent one event, which contains variable number of detector-stable particles.<br> * each particle contains 7 features in order: [px, py, pz, E, pdgID, is-from-W, is-in-leading-jet]. The first four features are the four momentum of the particle, and pdgID is the pag number of the particle. is-from-W is 1 if the particle coming from W boson and 0 otherwise. is-in-leading-jet is 1 if the particle is inside the leading jet reconstructed from the anti-kT jet algorithm (R=1.0).