cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.17632/9n68d47rbr.3
title: Elecsys Syphilis Signal-to-Cutoff

description: Supplementary file 1: Data for 19,368 syphilis screening tests on 15,764 unique patients using the Roche Diagnostics Elecsys Syphilis assay.  All laboratory data involve analysis on plasma or serum.  Specific data fields include: unique patient identification number (deidentified), whether result was first or only syphilis screening test performed for the specific patient within the retrospective timeframe or a repeat test (with days after initial test recorded), age in years, sex (as recorded in the electronic medical record), clinical location/unit at time of testing (emergency department, infectious disease clinic, obstetrics, inpatient, or outpatient clinic other than infectious diseases or obstetrics), syphilis screening result (negative or positive), and S/CO value for the syphilis screening.

Supplementary file 2: Data for 355 positive syphilis screening tests on 270 unique patients using the Roche Diagnostics Elecsys Syphilis assay.  All laboratory data involve analysis on plasma or serum.  Specific data fields include: unique patient identification number (deidentified), whether result was first or only syphilis screening test performed for the specific patient within the retrospective timeframe or a repeat test, age in years, sex (as recorded in the electronic medical record), clinical location/unit at the time of syphilis testing (emergency department, infectious disease clinic, obstetrics, inpatient, or outpatient), S/CO value, results of subsequent testing in the reverse algorithm cascade (classified into the following categories: RPR reactive with specific titer noted, RPR and TP-PA non-reactive, RPR non-reactive / TP-PA inconclusive, and RPR non-reactive / TP-PA reactive), specific category (including RPR reactive results broken down into 1:1 to 1:8 and 1:16 or higher subgroups), and clinical notes.
DOI: 10.17632/d3csh6m8w7.1
title: Guarani Aquifer System groundwater samples on its northern portion - Brazil

description: This dataset presents groundwater samples from the Guarani Aquifer System (GAS) on its northern portion in Brazilian territory, specifically located in the states of São Paulo (SP), Mato Grosso do Sul (MS) and Paraná (PR). The dataset includes samples’ location (WGS coordinates), physical (temperature, pH and electrical conductivity), hydrochemical, strontium isotopes and stratigraphic data. The dataset originates from non-published samples collected during the “Project of Environmental Protection and Sustainable Development from the Guarani Aquifer System (PGAS)” (OEA, 2009), coordinated by the Organization of American States (OAS), between the years 2003-2008; as also includes 4 new GAS strontium isotope data from samples which the hydrochemical data was previously published by Gastmans (2007) and OEA (2009) (samples 36-37-38-45), and two unpublished sample. One is from GAS itself (64) and the other (X-IRE-PR) represents GAS groundwater mixed with PRE-GAS waters (underlying units). The GAS groundwater samples were classified in hydrochemical groups by a Piper Diagram, information presented in HG column as: 1 - Ca-HCO3 water type; 1a - SO4-Ca water type; 2 - Na-HCO3 water type; and 3 - SO4-Cl-Na water type. This dataset was evaluated in the first author (C.S.Q) master of science research, along with other published GAS groundwater data. This research related article was submitted to Chemical Geology Journal entitled “New insights on the groundwater flow and geochemical evolution within the Northern portion of the Guarani Aquifer System (GAS): contribution of Strontium Isotopes”

Cited references: 
Gastmans, D. 2007. Hidrogeologia e hidroquímica do Sistema Aquífero Guarani na porção ocidental da Bacia Sedimentar do Paraná. Rio Claro. Available at: http://hdl.handle.net/11449/102870
ORGANIZAÇÃO DOS ESTADOS AMERICANOS (OEA). 2009. Aquífero Guarani: programa estratégico de ações [Guarani Aquifer: strategic program of actions]. OEA: Washington, DC. 424 p.
DOI: 10.17632/vp6bs2sc54.1
title: Dataset_Price and income elasticities of industrial electricity demand in Brazil: estimates and implications of COVID - 19

description: These are data from the survey on electricity consumption in the industrial sector in Brazil. The research period was from 2003 to 2020 and considered that industrial consumption is explained by the price of electricity, industrial production, the price of natural gas, the level of imports and the climatic variables, average temperature, and level of rainfall.
The study considered six static estimators and one dynamic estimator (GMM) to verify robustness.
The main findings were: The impacts of COVID-19 were significant in all models, especially for the more industrialized states; the participation of industry (industrial production) has been declining in recent years, impacting less and less electricity consumption and; the price elasticity of demand for industrial electricity is more elastic in the more industrialized states, showing a systematic effect of levels of development and wealth generation on the price elasticity of electricity.
DOI: 10.17632/d3shgj72s5.1
title: Replication Code for "Credit Cycles with Market-Based Household Leverage"

description: Matlab Replication Code for "Credit Cycles with Market-Based Household Leverage". See also https://github.com/timlandvoigt/CreditCyclesMarketBasedLeverage for a continuously maintained version.
DOI: 10.17632/zzx53v343v.1
title: Immature instars of three species of Rhodnius (Hemiptera: Re-duviidae: Triatominae)

description: Morphometric data
DOI: 10.17632/tjgj87yw78.4
title: Immature instars of three species of Rhodnius (Hemiptera: Re-duviidae: Triatominae): morphological and morphometric studies

description: This data is of geometric mophometric of the  Immature instars of three species of Rhodnius (Hemiptera: Re-duviidae: Triatominae): morphological and morphometric studies
DOI: 10.17632/tbz7h5ktyh.1
title: The Dataset of the Aneurysmal Subarachnoid Hemorrhage Patients Including Laboratory Data and Radiological Temporal Muscle Thickness and Area

description: We herein describe the 153 subarachnoid hemorrhage (SAH) patients dataset treated in Suwa Red Cross Hospital. The term is 2012 to 2019. We retrospectively investigated their characteristics from the medical records. This dataset includes neurological status, physiological symptoms, laboratory data, radiological findings on admission, and modified Rankin Scale scores at 4 weeks and 6 months. This dataset was used for making a deep learning-based outcome prediction model. Remarkably, this dataset includes temporal muscle thickness and area, and other characteristics of SAH patients, which are usually not focused on. Therefore, this dataset may be useful for reference values for other neurosurgeons and hospitals, and this dataset can be used for further statistical and deep learning-based analysis.
DOI: 10.17632/nj3p3pxv6p.1
title: Lineage recording in human cerebral organoids

description: Induced pluripotent stem cell (iPSC) derived organoids provide models to study human organ development. Single-cell transcriptomics enable highly-resolved descriptions of cell states within these systems, however, new approaches are needed to directly measure lineage relationships. Here we establish an inducible lineage recorder, iTracer, that combines reporter barcodes, inducible CRISPR/Cas9 scarring, and single-cell transcriptomics to analyze state and lineage relationships. We apply iTracer to explore lineage dynamics during cerebral organoid development and identify clonality of brain regions, a time window of fate restriction as well as neurogenic dynamics between progenitor-to-neuron families within a brain organoid region. We establish long-term 4-D lightsheet microscopy in cerebral organoids and confirm regional clonality in the developing neuroepithelium. We incorporate gene perturbation into the system (iTracer-perturb), and assess the effect of mosaic TSC2 mutations on early brain organoid development. Our data sheds light on how lineages and fates are established during cerebral organoid formation. More broadly, our techniques can be adapted in any iPSC-derived culture system to dissect lineage alterations during normal or perturbed development.
DOI: 10.17632/b6hdc96ks5.1
title: Convergent use of phosphatidic acid for Hepatitis C virus and SARS-CoV-2 replication organelle formation

description: The folder contains the scripts, training data, description and test images for the data analysed in figures mentioned in the respective folders for the manuscript available at https://doi.org/10.1101/2021.05.10.443480
DOI: 10.17632/jz9dpgwwc3.1
title: processed data-Three-dimensional nano-framework CoP/Co2P/Co3O4 heterojunction as trifunctional electrocatalyst for metal-air battery and water splitting

description: data for Three-dimensional nano-framework CoP/Co2P/Co3O4 heterojunction as trifunctional electrocatalyst for metal-air battery and water splitting.
The data including processed XRD and electrochemical data.
The data is the 'Data availability' section of the manuscript
DOI: 10.17632/5k32zg23b8.3
title: A set of statistical data of gas explosion accident analysis analyzed by the research group

description: The sample of the accident analysis is a total of 194 heavy and extremely large gas explosion accidents that occurred in China from 2000 to 2009. The accident analysis did not use any accident cause theory, nor did it use classification methods for hierarchical division, so the cause relationship obtained by the analysis is flat. The causes of each accident are recorded separately. The data has undergone two corrections. The correction work has verified the reliability of the analysis, and in order to streamline the accident causes, similar causes have been merged. The number of accident causes obtained from the three sets of accident analysis (including two sets of corrections) are 379 (dataset origin.xls), 317 (dataset_after 1 correction.xls), and 192 (dataset_after 2 corrections.xls) respectively. 
The data used for visualization are the number of accident cases (horizontal axis) and the total number of accident causes obtained by cumulative analysis (vertical axis). Every time an accident is read, the reasons obtained from the accident analysis are added to the accident causes database.  The total number of accidents causes in the current database is calculated and returned after a deduplication operation. Considering the small number of samples, referring to the idea of k-fold cross-validation, random sampling is performed when reading accidents. The visualization is done by python, and the algorithm is attached to the .py file bellow.
DOI: 10.17632/f794fgx9xk.1
title: Dynamic Control of Chromatin-associated m6A Methylation Regulates Nascent RNA Synthesis

description: WB of Figure S1B, S3A, S3D, S3F, S4A,S4I,S5A, S5B, S5C.
DOI: 10.17632/cntm77mskp.2
title: PMP2/FABP8 induces PI(4,5)P2-dependent transbilayer reorganization of sphingomyelin in the plasma membrane. Abe et al.

description: Raw and analyzed data files related to Abe et al., Cell Reports
DOI: 10.6084/m9.figshare.16890579.v1
title: Croon’s Bias-Corrected Estimation of Latent Interactions

description: Estimation of structural equation model (SEM) parameters is frequently complicated by the inclusion of latent interactions. A computationally simple sequential estimation approach using corrections for measurement uncertainty has shown promise across several types of SEMs but has yet to be assessed within the context of latent interactions. We develop Croon-based corrections for two-way latent interactions and use simulation studies to provide an initial assessment of correction performance. In terms of convergence, bias, and efficiency, Croon’s approach was comparable to or exceeded alternative estimators including maximum likelihood and Bayesian approaches. The totality of these results suggests Croon’s approach is a viable alternative or supplementary estimator for models incorporating latent interactions and comparative results improve guidance for study-specific estimator selection.
DOI: 10.6084/m9.figshare.16890579
title: Croon’s Bias-Corrected Estimation of Latent Interactions

description: Estimation of structural equation model (SEM) parameters is frequently complicated by the inclusion of latent interactions. A computationally simple sequential estimation approach using corrections for measurement uncertainty has shown promise across several types of SEMs but has yet to be assessed within the context of latent interactions. We develop Croon-based corrections for two-way latent interactions and use simulation studies to provide an initial assessment of correction performance. In terms of convergence, bias, and efficiency, Croon’s approach was comparable to or exceeded alternative estimators including maximum likelihood and Bayesian approaches. The totality of these results suggests Croon’s approach is a viable alternative or supplementary estimator for models incorporating latent interactions and comparative results improve guidance for study-specific estimator selection.
DOI: 10.17632/hmpcryrnm7.2
title: Dataset of the National Herbarium of Côte d'Ivoire

description: This database represents the digital database of the national center of floristics of the university Felix Houphouët Boigny Cocody Abidjan Côte d'Ivoire
DOI: 10.17632/hnnmw6ygf3.2
title: Supplementary Material for Data in Brief article on Titan Tumbler

description: Supplementary Material for Data in Brief (DiB) article "Sieved mass and shape data from simulated fluvial transport of icy clasts in the Titan Tumbler".  Dataset includes CSV files reporting clast mass and roundness at each timestep, JPG images of clasts at each timestep, CSV files of the tables in the DiB article, videos of the tumbler in action, and the MATLAB code used to compute roundness indices. Data were collected in two different barrels regulated at three different temperatures. Ice clasts had initial variation in number, size, shape, and ice type. See Maue et al., in review (DiB).
DOI: 10.17632/36bj7rmsnn.1
title: Clinical Response to Adalimumab Therapy is Associated with Increased Fecal Short Chain Fatty Acids in Hidradenitis Suppurativa

description: FASTQ Files for article "Clinical Response to Adalimumab Therapy is Associated with Increased Fecal Short Chain Fatty Acids in Hidradenitis Suppurativa"
DOI: 10.17632/jvwtc23k46.4
title: Elecsys HIV Signal-to-Cutoff

description: Supplementary file 3: Data for 28,952 HIV screening tests on 24,556 unique patients using the Roche Diagnostics Elecsys HIV combi PT assay.  All laboratory data involve analysis on serum or plasma.  Specific data fields include: unique patient identification number (deidentified), whether result was first or only HIV screening test performed for the specific patient within the retrospective timeframe or a repeat test (further indicating days after initial testing), age in years, sex (as recorded in the electronic medical record), clinical location/unit at time of testing (emergency department, infectious disease clinic, obstetrics, inpatient, or outpatient), HIV screening result (negative or positive), and S/CO value.

Supplementary file 4: Data for 163 positive HIV screening tests on 142 unique patients using the Roche Diagnostics Elecsys HIV combi PT assay.  All laboratory data involve analysis on serum or plasma.  Specific data fields include: unique patient identification number (deidentified), whether result was first or only HIV screening test performed for the specific patient within the retrospective timeframe or a repeat test (further indicating days after initial testing), age in years, sex (as recorded in the electronic medical record), clinical location/unit at time of testing (emergency department, infectious disease clinic, obstetrics, inpatient, or outpatient), S/CO value, result of antibody differentiation assay (Bio-Rad Geenius), results of HIV RNA PCR, days between HIV RNA PCR and the antecedent HIV screen, HIV results classification (Confirmed Positive, Confirmed Positive but Geenius Negative), False Positive/PCR negative, False Positive/PCR not done), and clinical notes.
DOI: 10.21415/t53g7g
title: CHILDES Welsh CIG2 Corpus
DOI: 10.17632/xrx54nn6gk.1
title: Research Findings on Bangladeshi Managers Perception to Chinese’s and Indian for Negotiation

description:    
 The key objective of this research approach is to find best possible interpretation of Bangladeshi Managers perception to negotiate with Chinese and Indians. The objective is to gain comprehension knowhow to exploit some of the factors of negotiation with business people from India and China. It is great to find the peculiar and untapped information regarding both the countries in data analysis chapter, how BATNA, mediator, ease of doing business, legal issues and social context, face value, price strategy, complexity and communication behaves mathematically and in real world. Like, cultural complexity has positive correlation with BATNA (Best Alternative to a Negotiated Agreement), means it is more effective in complex society as they always look for alternative due to complexity in decision making process and for India effectively would have been 50 % in any given situation and reduces the corruption by more than 6 % in China. On the contrary, manager’s perception can be different than actual, managers think that China is more corrupt than Indian by 39% but actually, as per World Bank report, China’s score 77.9 and DB ranking 31 and India’s score is 71 and DB raking is 63.
DOI: 10.17632/ffg96sdbd7.1
title: A comparison of time and frequency domain-based approaches to laser Doppler vibrometer instrumentvibration correction - Dataset

description: This is the dataset used in the Journal of Sound and Vibration paper titled "A comparison of time and frequency domain-based approaches to laser Doppler vibrometer instrument vibration correction".
DOI: 10.17632/fyp26zjgmj.1
title: Immunogenicity of standard and extended dosing intervals of BNT162b2 mRNA vaccine. Payne et al.

description: Overview

Extension of the interval between vaccine doses for the BNT162b2 mRNA vaccine was introduced in the UK to accelerate 
population coverage with a single dose. At this time, trial data was lacking, and we addressed this in a study of UK 
healthcare workers. We aimed to describe the dynamics of T cell and Ab responses after the first dose of BNT162b2 mRNA
vaccine over an extended dosing interval, and to compare the magnitude of Ab and T cell responses 4 weeks after dose 2 
between short and long vaccination regimens. 

Human sample and metadata collection

HCWs were recruited into the PITCH study at NHS hospitals in five centres in England. All participants received the BNT162b2 
Pfizer/BioNTech vaccine at either the "short" dosing interval (3-5 weeks) or "long" dosing interval (6-14 weeks). Peripheral blood was
collected and peripheral blood mononuclear cells (PBMCs) and plasma were stored by cryopreservation at -140 oC and -80 oC 
respectively. Participants were identified as those with samples collected at timepoints of interest (n=589 participants). 

Long dosing interval accepted timepoints included;
- baseline (anytime prior to first dose of vaccine)
- 28 days after first vaccine dose (+/- 7 days)
- 70 days after first vaccine dose (minimum accepted 40 days. IQR 62/75, range 41 - 129 days), 
- 28 days after the second vaccine dose (+/- 7 days)
- 90 days after the second dose (+/- 7 days)

Short dosing interval accepted timepoints included; 
- baseline (anytime prior to first dose of vaccine)
- 7 days after second dose (+ 7days)
- 28 days after the second vaccine dose (+/- 7 days)
- 90 days after the second dose.

Clinical metadata collected included BNT162b2 immunisation dates, date of any prior SARS-CoV-2 infection defined by a positive 
PCR test and/or detection of antibodies to spike or nucleocapsid protein, presence or absence of symptoms, time between
symptom onset and sampling, age, gender and ethnicity of participant. Other metadata included location of study centre. 
De-identified limited metadata are available here. Options to explore detailed metadata can be sought by contacting the lead author
(Paul Klenerman).

Data collection

Serology and Cellular data were collected from assays using plasma and PBMCs respectively.
Serology:
MSD and ACE2 assay - Two wells run per test; 1:1000 and 1:10,000 dilution
Neutralizing Ab          - Serial dilutions were run per test to calculate reduction in number of infected foci - FRNT50

Cellular:
ELISpot                       - Two or three wells run per test ; mean is shown with background subtraction. Total Spike is calculated by 
                                      adding data from Spike 1 and Spike2
ICS                              - One run per test compared to positive and negative controls.


Results
These data on dynamic cellular and humoral responses indicate that extension of the dosing interval is an effective, immunogenic protocol
DOI: 10.17632/7d45mr2mzx.1
title: VIDYA GYAN SANGHRAH (Institutional Repository) of NLUD: A Bibliometric Analysis

description: In this paper has analytical study about Institutional Repository (IR) of National Law University Delhi (NLUD). VIDYA GYAN SANGHRAH@NLUD is an Institutional Repository (IR) of National Law University, Delhi (NLUD). It is one of the largest institutional repositories among the others National Law University (NLU). It has uploaded various study materials like Annual Report, NLUD Archival library collection, E-Books, NLUD’s Conference Proceedings, National Law University Theses and Dissertations, E-Journals, Newspapers (born digital), E-Articles, Prospectors Course Contents, Online Course Materials, Newsletters, Question Papers and Newspaper Clipping Services etc. The main purpose of this article reveals all the study materials of Institutional Repository (IR) with tables and figures so that faculty, students and researchers can obtain the maximum use from it. Author’s productivity discussed in this paper. The data has been taken from URL (“http://14.139.58.147:8080/jspui/”) of VIDYA GYAN SANGHRAH@NLUD and questionnaires.
DOI: 10.17632/92s86j8hny.5
title: Test Validation of Extension-Twisting Coupled Laminates with Matched Orthotropic Stiffness.

description: This dataset contains raw and processed test and simulation data that underpins a published article:

York, C. B. and Lee, K. K. (2020) Test validation of extension-twisting coupled laminates with matched orthotropic stiffness. Composite Structures, 242, 112142.
https://doi.org/10.1016/j.compstruct.2020.112142
Received 1 November 2019, Revised 19 January 2020, Accepted 26 February 2020, Available online 2 March 2020.

Three classes of coupled laminate are compared, each with matching Extension-Twisting coupling.  Designs also have matching orthotropic stiffness, in both extension and bending, and have been chosen specifically to investigate the influence of mechanical Extension-Shearing and/or Bending-Twisting on the performance of Extension-Twisting coupled designs under axial tension loads.  All designs are Hygro-Thermally Curvature Stable (HTCS) or warp-free.  

An Electronic Annex to the published article is also provided, which contains specimen data and Abaqus input files from which the simulations can be reproduced.

A video of the MTS Bionix 25kN/250Nm Axial/Torsional test machine demonstrates the complex kinematics of the mechanically coupled composite specimen, in which twisting is induced as a result of an applied axial tension load.

Supplementary Note:
It was not thought possible that zero Extension-Shearing coupled compliances, a16 and a26, could be achieved in the presence of Bending-Twisting coupled stiffnesses, when matching both Extension-Twisting (and inseparable Shearing-Bending) coupled stiffnesses and orthotropic Extensional and Bending stiffnesses.  However, this was due to an oversight whilst interrogating the laminate databases.  These designs have therefore been provided in a further supplement to the electronic annex, since they do not affect any of the conclusions drawn.