cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5281/zenodo.7824603
title: Nevergrad algorithm performance on SBOX-COST suite

description: The files "XD_benchmark_data.zip" contain the performance results for the respective dimensions of the algorithms Estimation of Multivariate Normal Algorithm (EMNA), Differential Evolution (DE), Constrained Optimization BY Linear Approximation (Cobyla) and Particle Swarm Optimization (PSO) run on the SBOX-COST benchmarking suite. The data is stored in IOHprofiler format.<br> <br> "data_collection_SBOX_ng.py" contains the code used to collect the data.<br> <br> The remaining two zip files contain plots generated by IOHanalyzer for all used dimensionalities {2, 3, 5, 10, 20, 40}.
DOI: 10.5281/zenodo.7824602
title: Nevergrad algorithm performance on SBOX-COST suite

description: The files "XD_benchmark_data.zip" contain the performance results for the respective dimensions of the algorithms Estimation of Multivariate Normal Algorithm (EMNA), Differential Evolution (DE), Constrained Optimization BY Linear Approximation (Cobyla) and Particle Swarm Optimization (PSO) run on the SBOX-COST benchmarking suite. The data is stored in IOHprofiler format.<br> <br> "data_collection_SBOX_ng.py" contains the code used to collect the data.<br> <br> The remaining two zip files contain plots generated by IOHanalyzer for all used dimensionalities {2, 3, 5, 10, 20, 40}.
DOI: 10.6084/m9.figshare.22787294
title: DATA_DANIAU_MD96-2098_Melonis.xlsx

description: Oxygen isotope measurement on Melonis barleanum from core MD96-2098
DOI: 10.6084/m9.figshare.22183144
title: Emotion recognition of faces and emoji in individuals with moderate-severe traumatic brain injury

description: Facial emotion recognition deficits are common after moderate-severe traumatic brain injury (TBI) and linked to poor social outcomes. We examine whether emotion recognition deficits extend to facial expressions depicted by emoji. Fifty-one individuals with moderate-severe TBI (25 female) and fifty-one neurotypical peers (26 female) viewed photos of human faces and emoji. Participants selected the best-fitting label from a set of basic emotions (anger, disgust, fear, sadness, neutral, surprise, happy) or social emotions (embarrassed, remorseful, anxious, neutral, flirting, confident, proud). We analyzed the likelihood of correctly labeling an emotion by group (neurotypical, TBI), stimulus condition (basic faces, basic emoji, social emoji), sex (female, male), and their interactions. Participants with TBI did not significantly differ from neurotypical peers in overall emotion labeling accuracy. Both groups had poorer labeling accuracy for emoji compared to faces. Participants with TBI (but not neurotypical peers) had poorer accuracy for labeling social emotions depicted by emoji compared to basic emotions depicted by emoji. There were no effects of participant sex. Because emotion representation is more ambiguous in emoji than human faces, studying emoji use and perception in TBI is an important consideration for understanding functional communication and social participation after brain injury.
DOI: 10.6084/m9.figshare.22332157
title: The consideration of post-exercise impact on SCAT3 scores in athletes immediately following a head injury

description: Examine effects of high-intensity exercise and physical impacts during rugby match on self-report symptoms in The Sport Concussion Assessment Tool (SCAT3), and its ability to differentiate head-injured players from controls. Symptoms were assessed immediately following completion of a rugby match (median 60 minutes). Players removed from the match for assessment due to a head hit were classified as head injured. Controls completed match without head hit. 209 players (67 female; 33 ± 13 years) participated with 80 experiencing a head injury. Symptom severity was significantly greater in head injured (26.2 ± 17.6) compared with controls (8.9 ± 11.5, P &lt; 0.001). 21% of control players reporting &gt;16 symptom severity, misclassifying them as suspected concussion. There were no significant sex differences. Factor analysis produced four symptom clusters of which Headache was most discriminatory between the head injured (median = 1.7) and controls (median = 0.0). These findings demonstrate that exercise and contact during a game affect symptom assessment, increasing the likelihood of misclassifying players with suspected concussion. Factor characterization of symptoms associated with head injury using an exercised comparison group provides more useful discrimination. These results highlight the necessity for objective measures to diagnose concussions outside of symptom self-report.
DOI: 10.6084/m9.figshare.22332157.v1
title: The consideration of post-exercise impact on SCAT3 scores in athletes immediately following a head injury

description: Examine effects of high-intensity exercise and physical impacts during rugby match on self-report symptoms in The Sport Concussion Assessment Tool (SCAT3), and its ability to differentiate head-injured players from controls. Symptoms were assessed immediately following completion of a rugby match (median 60 minutes). Players removed from the match for assessment due to a head hit were classified as head injured. Controls completed match without head hit. 209 players (67 female; 33 ± 13 years) participated with 80 experiencing a head injury. Symptom severity was significantly greater in head injured (26.2 ± 17.6) compared with controls (8.9 ± 11.5, P &lt; 0.001). 21% of control players reporting &gt;16 symptom severity, misclassifying them as suspected concussion. There were no significant sex differences. Factor analysis produced four symptom clusters of which Headache was most discriminatory between the head injured (median = 1.7) and controls (median = 0.0). These findings demonstrate that exercise and contact during a game affect symptom assessment, increasing the likelihood of misclassifying players with suspected concussion. Factor characterization of symptoms associated with head injury using an exercised comparison group provides more useful discrimination. These results highlight the necessity for objective measures to diagnose concussions outside of symptom self-report.
DOI: 10.6084/m9.figshare.22183144.v1
title: Emotion recognition of faces and emoji in individuals with moderate-severe traumatic brain injury

description: Facial emotion recognition deficits are common after moderate-severe traumatic brain injury (TBI) and linked to poor social outcomes. We examine whether emotion recognition deficits extend to facial expressions depicted by emoji. Fifty-one individuals with moderate-severe TBI (25 female) and fifty-one neurotypical peers (26 female) viewed photos of human faces and emoji. Participants selected the best-fitting label from a set of basic emotions (anger, disgust, fear, sadness, neutral, surprise, happy) or social emotions (embarrassed, remorseful, anxious, neutral, flirting, confident, proud). We analyzed the likelihood of correctly labeling an emotion by group (neurotypical, TBI), stimulus condition (basic faces, basic emoji, social emoji), sex (female, male), and their interactions. Participants with TBI did not significantly differ from neurotypical peers in overall emotion labeling accuracy. Both groups had poorer labeling accuracy for emoji compared to faces. Participants with TBI (but not neurotypical peers) had poorer accuracy for labeling social emotions depicted by emoji compared to basic emotions depicted by emoji. There were no effects of participant sex. Because emotion representation is more ambiguous in emoji than human faces, studying emoji use and perception in TBI is an important consideration for understanding functional communication and social participation after brain injury.
DOI: 10.5281/zenodo.7221201
title: Dataset for "On the variability of the leaf relative uptake rate of carbonyl sulfide compared to carbon dioxide: insights from a paired field study with two soybean varieties"

description: Data of measurements and model output of the publication "On the variability of the leaf relative uptake rate of carbonyl sulfide compared to carbon dioxide: insights from a paired field study with two soybean varieties". NO DOI YET The data consists of micrometeorological data, COS,CO<sub>2</sub> and H2O flux measurements and resistances of two soybean cultivars at an agricultural field in Italy. For additional information, please contact: Felix.Spielmann@uibk.ac.at or Georg.Wohlfahrt@uibk.ac.at.
description: We thank the De Eccher Agricultural Farm for having hosted our experiment and Mr Dante Michelan director of the farm. Special thanks to Mr. Diego Chiaba . GA and AP were supported by the Italian Government through the NextGenerationEU funds (DM 737/2021) during the data analysis and manuscript preparation. This study was also financially supported by the Austrian National Science Fund (FWF; contracts P26931, P27176, and I03859) and the University of Innsbruck (Infrastructure funding by Research Area Alpine Space‐Man and Environment to G. W.).
DOI: 10.5281/zenodo.7221202
title: Dataset for "On the variability of the leaf relative uptake rate of carbonyl sulfide compared to carbon dioxide: insights from a paired field study with two soybean varieties"

description: Data of measurements and model output of the publication "On the variability of the leaf relative uptake rate of carbonyl sulfide compared to carbon dioxide: insights from a paired field study with two soybean varieties". NO DOI YET The data consists of micrometeorological data, COS,CO<sub>2</sub> and H2O flux measurements and resistances of two soybean cultivars at an agricultural field in Italy. For additional information, please contact: Felix.Spielmann@uibk.ac.at or Georg.Wohlfahrt@uibk.ac.at.
description: We thank the De Eccher Agricultural Farm for having hosted our experiment and Mr Dante Michelan director of the farm. Special thanks to Mr. Diego Chiaba . GA and AP were supported by the Italian Government through the NextGenerationEU funds (DM 737/2021) during the data analysis and manuscript preparation. This study was also financially supported by the Austrian National Science Fund (FWF; contracts P26931, P27176, and I03859) and the University of Innsbruck (Infrastructure funding by Research Area Alpine Space‐Man and Environment to G. W.).
DOI: 10.5281/zenodo.7915225
title: Dataset for "On the variability of the leaf relative uptake rate of carbonyl sulfide compared to carbon dioxide: insights from a paired field study with two soybean varieties"

description: Data of measurements and model output of the publication "On the variability of the leaf relative uptake rate of carbonyl sulfide compared to carbon dioxide: insights from a paired field study with two soybean varieties". NO DOI YET The data consists of micrometeorological data, COS,CO<sub>2</sub> and H2O flux measurements and resistances of two soybean cultivars at an agricultural field in Italy. For additional information, please contact: Felix.Spielmann@uibk.ac.at or Georg.Wohlfahrt@uibk.ac.at.
description: We thank the De Eccher Agricultural Farm for having hosted our experiment and Mr Dante Michelan director of the farm. Special thanks to Mr. Diego Chiaba . GA and AP were supported by the Italian Government through the NextGenerationEU funds (DM 737/2021) during the data analysis and manuscript preparation. This study was also financially supported by the Austrian National Science Fund (FWF; contracts P26931, P27176, and I03859) and the University of Innsbruck (Infrastructure funding by Research Area Alpine Space‐Man and Environment to G. W.).
DOI: 10.5281/zenodo.7897839
title: Finding Stellar Streams in the Milky Way with CWoLa

description: These datasets are designed to accompany the paper <em>Weakly-Supervised Anomaly Detection in the Milky Way </em>by M. Pettee, S. Thanvantri, B. Nachman, D. Shih, M. R. Buckley, and J. H. Collins (https://arxiv.org/abs/2305.03761). They illustrate how the Classification Without Labels (CWoLa) technique can be applied in the search for localized anomalies -- in this case, cold stellar streams -- in the <em>Gaia </em>DR2 dataset. We consider both simulated stellar streams and the known stream GD-1. The codebase is located at https://github.com/hep-lbdl/GaiaCWoLa. These datasets are all formatted as Pandas DataFrames, and can be loaded using `df = pd.read_hdf(file)`. Datasets ending in `*_cwola.h5*` indicate that CWoLa has been applied to the stars in that dataset. For this analysis, we consider circular "patches" of the sky of radius 15° from the Gaia DR2 dataset. Columns include: μ_δ: Proper motion (declination) μ_α: Proper motion (right ascension) δ: Declination α: Right ascension α_wrapped: Right ascension, wrapped such that all angles are &gt; 0 b-r: Color g: Magnitude ϕ: Rotated & centered right ascension λ: Rotated & centered declination μ_ϕcosλ: Rotated & centered proper motion (right ascension) μ_λ: Rotated & centered proper motion (declination) stream: Boolean label (True if part of ground truth labeling for GD-1) patch_id: Index of the 21 patches of the GD-1 scan nn_score: CWoLa classifier score (0 = more background-like; 1 = more signal=like) 5d_distance: For the potential GD-1 member candidates, the 5D Euclidean distance to the nearest labeled star Files include: gd1_1_patch.h5 Example patch of GD-1 gd1_21_patches_cwola.h5 Results from applying CWoLa to the 21 patches spanning GD-1 promising_stars.h5 A list of stars identified by CWoLa that do not belong to the labeled GD-1 stream catalogue, but are close in 5D Euclidean space to labeled stars. Ordered in descending order by CWoLa classifier score. scan_bump_cwola.h5 An example of how to apply CWoLa in a scan where the stream location is unknown scan_no_bump_cwola.h5 An example of how to apply CWoLa in a scan where the stream location is unknown simulated_100_patches.h5 Results from applying CWoLa to 100 simulated streams simulated_patch.h5 A full simulated stream simulated_patch_cwola.h5 Results from applying CWoLa to the example simulated stream To recreate the full scan across GD-1, one would need to use the original 21 patches of Gaia DR2 located at 10.5281/zenodo.7897935 that were constructed for arXiv:2104.12789 [astro-ph.GA). GD-1 labels were derived from 10.5281/zenodo.1295543.
DOI: 10.5281/zenodo.7915482
title: RIPL informal sector survey

description: The preliminary survey results for RIPL project interviews with informal sector workers.
description: This project has received funding from the Norwegian Retailers Environment Fund, grant agreement number 12439.
DOI: 10.5281/zenodo.7915481
title: RIPL informal sector survey

description: The preliminary survey results for RIPL project interviews with informal sector workers.
description: This project has received funding from the Norwegian Retailers Environment Fund, grant agreement number 12439.
DOI: 10.5517/ccdc.csd.cc29b41v
title: CCDC 2124896: Experimental Crystal Structure Determination

description: Related Article: Xinxin Yan|2021|CSD Communication|||
description: Related Article: Xinxin Yan, Chao Pi, Xiaofan Cui, Xiuling Cui, Yangjie Wu|2023|Org.Lett.|25|2953|doi:10.1021/acs.orglett.3c00531
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.5517/ccdc.csd.cc2bjfjv
title: CCDC 2160747: Experimental Crystal Structure Determination

description: Related Article: Shantanu Nandi, Pritha Das, Subhodeep Das, Shuvam Mondal, Ranjan Jana|2023|Green Chemistry|25|3633|doi:10.1039/D3GC00143A
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.34740/kaggle/dsv/5643791
title: COVID Vaccination in World (updated daily)
DOI: 10.5517/ccdc.csd.cc2bkdx7
title: CCDC 2161689: Experimental Crystal Structure Determination

description: Related Article: Shantanu Nandi, Pritha Das, Subhodeep Das, Shuvam Mondal, Ranjan Jana|2023|Green Chemistry|25|3633|doi:10.1039/D3GC00143A
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.5517/ccdc.csd.cc2d0fjd
title: CCDC 2204953: Experimental Crystal Structure Determination

description: Related Article: Huiqi Zou, Rongyun Li, Li Ding, Jing Lu, Haiquan Tian, Hui Yan, Houting Liu, Suna Wang, Yunwu Li|2023|CrystEngComm|25|2755|doi:10.1039/D3CE00046J
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.5517/ccdc.csd.cc2d0fkf
title: CCDC 2204954: Experimental Crystal Structure Determination

description: Related Article: Huiqi Zou, Rongyun Li, Li Ding, Jing Lu, Haiquan Tian, Hui Yan, Houting Liu, Suna Wang, Yunwu Li|2023|CrystEngComm|25|2755|doi:10.1039/D3CE00046J
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.5517/ccdc.csd.cc2d0flg
title: CCDC 2204955: Experimental Crystal Structure Determination

description: Related Article: Huiqi Zou, Rongyun Li, Li Ding, Jing Lu, Haiquan Tian, Hui Yan, Houting Liu, Suna Wang, Yunwu Li|2023|CrystEngComm|25|2755|doi:10.1039/D3CE00046J
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.5517/ccdc.csd.cc231fk5
title: CCDC 1937796: Experimental Crystal Structure Determination

description: Related Article: Huiqi Zou, Rongyun Li, Li Ding, Jing Lu, Haiquan Tian, Hui Yan, Houting Liu, Suna Wang, Yunwu Li|2023|CrystEngComm|25|2755|doi:10.1039/D3CE00046J
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.6084/m9.figshare.21646902.v1
title: The role of cardiopulmonary exercise testing in risk stratification and prognosis of atrial fibrillation: a scoping review of the literature

description: Cardiopulmonary exercise testing (CPET) is a significant tool for evaluating exercise capacity in healthy individuals and in various pulmonary and cardiovascular conditions, quantifying symptoms and predicting outcomes. Atrial fibrillation (AF) poses a significant burden on patients and health systems; a research marathon is ongoing for discovering the pathophysiologic substrate, natural history, prognostic tools and optimal treatment strategies for AF. Among the plethora of variables measured during CPET, there is a series of parameters of interest concerning AF. We conducted a scoping review aiming to identify significant CPET-related parameters linked to AF, as well as indicate the impact of other cardiac disease-related variables. We searched PubMed from its inception to 12 January 2022 for reports underlining the contribution of CPET in the assessment of patients with AF. Only clinical trials, observational studies and systematic reviews were included, while narrative reviews, expert opinions and other forms of manuscripts were excluded. In our scoping review, we report a group of heterogeneous, thus noteworthy parameters relevant to the potential contribution of CPET in AF. CPET helps phenotype AF populations, evaluates exercise capacity after cardioversion or catheter ablation, and assesses heart rate response to exercise; peak VO<sub>2</sub> and VE/VCO<sub>2</sub>, commonly measured indices during CPET, also serve as prognostic tools in patients with AF and heart failure. CPET seems to hold a clinically important predictive value for future cardiovascular events both in patients with pre-existing cardiac conditions and in healthy individuals. CPET variables may play a fundamental role in the prediction of future AF-related events.
DOI: 10.6084/m9.figshare.21646902
title: The role of cardiopulmonary exercise testing in risk stratification and prognosis of atrial fibrillation: a scoping review of the literature

description: Cardiopulmonary exercise testing (CPET) is a significant tool for evaluating exercise capacity in healthy individuals and in various pulmonary and cardiovascular conditions, quantifying symptoms and predicting outcomes. Atrial fibrillation (AF) poses a significant burden on patients and health systems; a research marathon is ongoing for discovering the pathophysiologic substrate, natural history, prognostic tools and optimal treatment strategies for AF. Among the plethora of variables measured during CPET, there is a series of parameters of interest concerning AF. We conducted a scoping review aiming to identify significant CPET-related parameters linked to AF, as well as indicate the impact of other cardiac disease-related variables. We searched PubMed from its inception to 12 January 2022 for reports underlining the contribution of CPET in the assessment of patients with AF. Only clinical trials, observational studies and systematic reviews were included, while narrative reviews, expert opinions and other forms of manuscripts were excluded. In our scoping review, we report a group of heterogeneous, thus noteworthy parameters relevant to the potential contribution of CPET in AF. CPET helps phenotype AF populations, evaluates exercise capacity after cardioversion or catheter ablation, and assesses heart rate response to exercise; peak VO<sub>2</sub> and VE/VCO<sub>2</sub>, commonly measured indices during CPET, also serve as prognostic tools in patients with AF and heart failure. CPET seems to hold a clinically important predictive value for future cardiovascular events both in patients with pre-existing cardiac conditions and in healthy individuals. CPET variables may play a fundamental role in the prediction of future AF-related events.