cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.6084/m9.figshare.11741673
title: Sampling constrains our characterization of plant microbiomes: Are we losing site of the trees in the forest of microbial diversity?

description: Sequence variant abundances from an Illumina Miseq run looking at 16S, 18S, and ITS2 data associated with common milkweed.
DOI: 10.6084/m9.figshare.11741673.v8
title: Sampling constrains our characterization of plant microbiomes: Are we losing site of the trees in the forest of microbial diversity?

description: Sequence variant abundances from an Illumina Miseq run looking at 16S, 18S, and ITS2 data associated with common milkweed.
DOI: 10.6084/m9.figshare.11741673.v7
title: Sampling constrains our characterization of plant microbiomes: Are we losing site of the trees in the forest of microbial diversity?

description: Sequence variant abundances from an Illumina Miseq run looking at 16S, 18S, and ITS2 data associated with common milkweed.
DOI: 10.7931/txgn-m318
title: Plant traits and soil properties under different N fertiliser regimes
DOI: 10.17632/cdzbgbmbtm.1
title: Fibromyalgia_Prepulse_study

description: This is the raw data collected from two groups. One group of healthy controls and another group with a diagnosis of fibromyalgia. We delivered three blocks of auditory stimuli with three different prepulse inhibition interstimulus intervals between the conditioning stimulus and the target stimulus and one propulse facilitation condition. Pulses were delivered pseudorandomly.
DOI: 10.17632/jr23ccpp46.2
title: Supplementary datasets and R scripts for: "Image-based Screen Capturing Misfolding Status of Niemann-Pick type C1 Identifies Potential Candidates for Chaperone Drugs"

description: Supplementary datasets and R scripts for "Image-based Screen Capturing Misfolding Status of Niemann-Pick type C1 Identifies Potential Candidates for Chaperone Drugs". This dataset contains; - Raw data and R script for colocalization analysis - An example R script and an example dataset for the quantification of Filipin staining assay. - An example R script and an example dataset for the image-based NPC1 chaperone screen. - Raw, uncropped gel images used in the accompanying manuscript.
DOI: 10.17632/yd2mpb5p4s.1
title: Laboratory study on the frost-proof performance of a novel earth dam in seasonally frozen regions

description: The data set includes the variations of ambient temperature, soil temperature, volumetric unfrozen water content and deformation of the earth dam cases (i.e., case 1 with TPCTs and case 2 without TPCTs) during the freezing-thawing processes.
DOI: 10.6084/m9.figshare.12952007
title: R0221_20180405a_videos

description: Rat 0221, skilled reaching data collected in Leventhal laboratory by Alexandra Bova
DOI: 10.17632/vs5d9hv2dd.1
title: Nutritional Dataset for New Zealand Foods

description: This dataset was developed to understand the nutrient content of the commonly consumed foods in New Zealand. - The linkages between two prominent New Zealand studies (or databases) were evaluated, in order to determine the matching between the foods in those studies. - The first study was the 2008/09 New Zealand Adult Nutrition Survey (NZANS) for the total New Zealand population, which presents the commonly consumed foods (a total of 346) in New Zealand. - The second study was the New Zealand FOODfiles™ 2018 Version 01, which is a database that provides nutrition information (both essential nutrients and essential amino acids) for 2,767 foods. - Some of the foods in the 2008/09 NZANS are dishes (or menus); the nutrient content of each of those dishes was constructed based on the work by Drew et al. (2020). References 1. Drew J, Cleghorn C, Macmillan A, Mizdrak A. 2020. Healthy and Climate-Friendly Eating Patterns in the New Zealand Context. Environ Health Perspect. 128(1): 017007. 2. Plant and Food Research, Ministry of Health. 2019. New Zealand Food Composition Database. The New Zealand Institute for Plant and Food Research Limited. [accessed 12 Feb 2020]. https://www.foodcomposition.co.nz/ 3. University of Otago, Ministry of Health. 2011. A Focus on Nutrition: Key Findings of the 2008/09 New Zealand Adult Nutrition Survey. Wellington, New Zealand: Ministry of Health. Last update: 12 September 2020
DOI: 10.17632/m83cdsdrnh.1
title: JAAD-D-20-00393R2 Supplementary materials

description: Supplementary materials for publication JAAD-D-20-00393R2 (Ruge I et Al Symptom burden of atopic dermatitis in early childhood assessed from daily monitoring of symptoms and topical steroid usage. J Am Acad Dermatol. 2020)
DOI: 10.17632/f8vfy37fb7.1
title: Dataset for 'Low-δ18O A-type granites in SW China: Evidence for the interaction between the subducted Paleotethyan slab and the Emeishan mantle plume'

description: This dataset comprises Whole-rock elemental, Sr-Nd-Hf isotope and zircon Hf-O isotope compositions of the Late Permian and Early Triassic A-type granites in SW China.
DOI: 10.25919/5f433b1defc52
title: CSIRO Film Collection: videos 700 - 799 - compressed versions

description: CSIRO produced its first film in 1946. It was a two-hour, five-part epic in black and white designed for a specialist audience of Commonwealth scientists meeting in London. It showed them - in the most graphic way possible at the time - the nature and extent of the research facilities of an organisation embarking on the problems of post-war reconstruction. Within a few years, a permanent film unit was established and began to specialise in producing films for the specific audiences on particular areas of research. By the 1960's, it became apparent that many of the films were of interest to a much wider audience. Schools, colleges and universities were beginning to introduce the audio-visual medium to the learning process and CSIRO films were in increasing demand. Makers of television programmes looked to CSIRO films for images of science not yet accessible to the public eye.
DOI: 10.17632/dtwdf566xm.1
title: The Fear of COVID-19 Scale: A Reliability Generalization Meta-analysis

description: A reliability generalization meta-analysis was carried out to estimate the average reliability of the 7-item, 5-point Likert-type Fear of Covid-19 Scale (FCV-19S), one of the most widespread scales developed around the COVID-19 pandemic. Different reliability coefficients from Classical Test Theory and the Rasch Measurement Model were meta-analyzed, heterogeneity among the most reported reliability estimates was examined by searching for moderators, and a predictive model to estimate the expected reliability was proposed. At least one reliability estimate was available for a total of 44 independent samples out of 42 studies, being that Cronbach’s alpha was most frequently reported. The different coefficients exhibited pooled estimates ranging from .85 to .90. The moderator analyses led to a predictive model in which the standard deviation of FCV-19S scores and the data availability explained 43.6% of the total variability among alpha coefficients. The FCV-19S has been shown to be consistently reliable regardless of the moderator variables examined.
DOI: 10.17632/2g36672s5f.4
title: Binary-Classification Performance-Metrics Benchmarking Data

description: This data provides the detailed test results of the benchmarking for the binary-classification performance metrics. The benchmark comprising three stages was applied on 13 metrics namely True Positive Rate, True Negative Rate, Positive Predictive Value, Negative Predictive Value, Accuracy, Informedness, Markedness, Balanced Accuracy, G, Normalized Mutual Information, F1, Cohen’s Kappa, and Mathew’s Correlation Coefficient (MCC). The new benchmarking method is described in Gürol Canbek, Tugba Taskaya Temizel, and Seref Sagiroglu, "BenchMetrics: A Systematic Benchmarking Method for Binary-Classification Performance Metrics", Neural Computing and Applications, 2020 (Submitted). The related benchmarking API and an interactive ready-to-run experimentation platform is available online (see the references)
DOI: 10.17632/jmypg89zz2.1
title: QPROTECT 01 Sept 2020

description: Hydroxychloroquine (HC) ± azithromycin (AZ) is widely used for Severe Acute Respiratory Syndrome Coronavirus 2 (SARS-CoV-2) and its disease Covid-19. The Qatar Prospective RCT of Expediting Coronavirus Tapering (Q-PROTECT) aimed to assess virologic cure rates of HC±AZ in cases of low-acuity SARS-CoV-2 infection. It is not the case that virologic cure is more important than clinical outcomes, but Q-PROTECT’s laboratory-assessed endpoints fill a gap in the blinded-RCT Covid-19 evidence base. Specifically, a blinded RCT could inform national decisions on utility of HC±AZ to expedite viral clearance and thus reduce transmission. Q-PROTECT employed a prospective, placebo-controlled design with blinded randomization to three parallel arms: placebo, oral HC (600 mg daily for one week), or oral HC plus oral AZ (500 mg day one, 250 mg daily on days two through five). At enrollment, subjects had mild or no symptoms and were within a day of testing positive for SARS-CoV-2 by real-time reverse transcription polymerase chain reaction (PCR). For all PCR testing, the primary endpoint of day six virologic cure (as well as the secondary endpoint of day 14 cure) was defined as being met if the machine’s cycle threshold (Ct) interpretation algorithm reported a result of negative. For subjects who did not achieve day six virologic cure, the semi-quantitative secondary endpoint of Ct increase (i.e. drop in viral load) was assessed. Restriction of semi-quantitative endpoint assessment to non-cured subjects was necessary due to the non-reporting of a Ct for cured subjects (PCR assay did not extend beyond Ct of 40). After six days, intent-to-treat (ITT) analysis of the primary dichotomous endpoint of virologic cure was assessed using binomial exact 95% confidence intervals (CIs) and χ2 testing. (ClinicalTrials.gov NCT04349592, trial status closed to new participants.) The study enrolled 456 subjects (152 in each of three groups: HC+AZ, HC, placebo) between 13 April and 1 August 2020. Day six PCR results were available for all 152 HC+AZ subjects, 149/152 (98·0%) HC subjects, and 147/152 (96·7%) placebo subjects. ITT analysis of subjects with day six PCR results found no difference (p = 0·821) in groups’ proportions achieving virologic cure: HC+AZ 16/152 (10·5%, 95% CI 6·1-16·5%), HC 19/149 (12·8%, 95% CI 7·9-19·2%), placebo 18/147 (12·2%, 95% CI 7·4-18·7%). The day 14 cure assessment also showed no association (p = 0·072) between study group and viral cure: HC+AZ 30/149 (20·1%, 95% CI 14·0-27·5%), HC 42/146 (28·8%, 95% CI 21·6-36·8%), placebo 45/143 (31·5%, 95% CI 24·0-39·8%). There were no serious adverse events. The investigators conclude that HC±AZ shows no sign of usefulness in the population studied, and that there is low likelihood of undiscovered drug benefits outweighing therapeutic risks.
DOI: 10.17632/npcc7yrfjk.2
title: Oxysterol_LCMS/MS raw data_whole cell/mitochondria

description: Mass spectrometry data (raw mass spectra files) for whole cell and mitochondrial oxysterols derived from THP-1 monocytes and macrophages, SH-SY5Y and human peripheral blood mononuclear cells
DOI: 10.17632/4yp3myd7s8.1
title: location and stratigraphic interpretation of floodplain cross-sections for four Belgian river valleys (Dijle, Mombeek, Grote Nete and Zwarte Beek).

description: This dataset contains the interpreted stratigraphic cross-sections (in .pdf) and their location (in .kmz) for all studied floodplain locations in Swinnen et al. (2020) - Caten
DOI: 10.17632/pvf8cj3zn8.3
title: Erysipelothrix rhusiopathiae vaccine strain VR-2 draft genome data

description: Draft genome sequence data of E. rhusiopathiae strain VR-2 and annotation of the VR-2 raw data.
DOI: 10.17632/ft74ykzdzs.1
title: location and stratigraphic interpretation of floodplain cross-sections for the Upper Dee valley (eastern Scotland).

description: This dataset contains the interpreted stratigraphic cross-sections (in .pdf) and their location (in .kmz) for all studied floodplain locations in Swinnen et al. (2020) Geomorphic controls on floodplain sediment and soil organic carbon storage in a Scottish mountain river. Earth Surface Processes and Landforms 45, 207-223. DOI: 10.1002/esp.4729
DOI: 10.17632/pmtgvv59k4.11
title: Golden Droplets Episodes

description: Excel and other file sources for the Golden Droplets series
DOI: 10.17632/86n6znyss5.1
title: Long-pulsed Nd:YAG laser versus cryotherapy for the treatment of cutaneous warts: a randomized controlled trial

description: supplemental table
DOI: 10.17632/hcbwnkx9fg.1
title: Dataset#1 Livestock in the life of Ekaterinburg in the 19th century based on the materials of protection excavations at 69 Dekabristov street

description: Dataset#1 Livestock in the life of Ekaterinburg in the 19th century based on the materials of protection excavations at 69 Dekabristov street. The dataset contains primary data, a list of pathologies, the size of the bones of cattle and caprines and the size of bones with pathologies. The article publishes the results of an archaeozoological study of faunal remains from a residential area of the city of Yekaterinburg, dating back to the 19th century. The aim of the work is to reconstruct the meat nutrition system of the city residents and the structure of the meat market, as well as to reconstruct the dimensional data of the livestock sold for sale. The materials of the work are represented by the bones of livestock, which are waste from cooking. A number of bone products are also considered, which are represented by dice and household items. When processing the bones of domestic animals, conventional archaeozoological techniques were used. Comparative data on modern cattle were used to interpret pathologies on the bones of livestock. Analysis of the osteological collection showed a noticeable prevalence of cattle bones over all other types of domestic animals. In the diet of the inhabitants of Yekaterinburg in the 19th century, beef was of paramount importance. For meat and subsequent sale, mainly young bulls and sheep were slaughtered. Butchering the carcasses of slaughtered cattle was carried out with an ax. Paleopathological analysis did not reveal evidence of unsatisfactory conditions for keeping livestock and the fact of the working use of bulls.
DOI: 10.25919/5f35981590b05
title: CSIRO Film Collection: videos 801 - 899 - compressed versions

description: CSIRO produced its first film in 1946. It was a two-hour, five-part epic in black and white designed for a specialist audience of Commonwealth scientists meeting in London. It showed them - in the most graphic way possible at the time - the nature and extent of the research facilities of an organisation embarking on the problems of post-war reconstruction. Within a few years, a permanent film unit was established and began to specialise in producing films for the specific audiences on particular areas of research. By the 1960's, it became apparent that many of the films were of interest to a much wider audience. Schools, colleges and universities were beginning to introduce the audio-visual medium to the learning process and CSIRO films were in increasing demand. Makers of television programmes looked to CSIRO films for images of science not yet accessible to the public eye.
DOI: 10.17632/y4zy6wcb7k.1
title: (Dataset) A Heuristic Method for Serious Games

description: It contains the data of the heuristic evaluation applied in serious games.
DOI: 10.17632/m4z6mkwt6k.4
title: Analytical solutions to VBI system (simply supported boundary condition) considering both vehicle and bridge damping effects and multiple bridge vibration modes

description: Matlab codes developed to calculate vehicle and bridge responses (displacement, velocity, and acceleration) for a theoretical vehicle bridge interaction (VBI) system (simply supported boundary condition) reestablished to consider both the vehicle and bridge damping effects and multiple bridge vibration modes. Hypothesis: Multiple bridge dynamic information may be extracted from the vehicle that travels on it. Assumption: 1. The magnitude of the vehicle acceleration signal (gravitational direction) is negligible compared to the gravitational acceleration constant (g), say &lt;10%. Analytical solutions will be invalid if this condition is not reasonably met, say &gt;20%; 2. Uniformly distributed bridge property (mass, damping, section stiffness); 3. Vehicle traveling speed is constant. Limit: 1. The bridge is considered as the Bernoulli-Euler beam, flexure effects caused by shear forces, rotary inertial forces, and axial forces are not considered; 2. For zero initial conditions of bridge and vehicle only; 3. Other flaws may also apply.
DOI: 10.25919/5f3389eea24a5
title: CSIRO Film Collection: videos 900 - 998 - compressed versions

description: CSIRO produced its first film in 1946. It was a two-hour, five-part epic in black and white designed for a specialist audience of Commonwealth scientists meeting in London. It showed them - in the most graphic way possible at the time - the nature and extent of the research facilities of an organisation embarking on the problems of post-war reconstruction. Within a few years, a permanent film unit was established and began to specialise in producing films for the specific audiences on particular areas of research. By the 1960's, it became apparent that many of the films were of interest to a much wider audience. Schools, colleges and universities were beginning to introduce the audio-visual medium to the learning process and CSIRO films were in increasing demand. Makers of television programmes looked to CSIRO films for images of science not yet accessible to the public eye.
DOI: 10.17632/sbfn8vzxkb.1
title: Salsa Pulse

description: new dataset of pulse-annotated Salsa music
DOI: 10.17632/krbhrv3h2r.1
title: Supplemental Methods

description: Supplemental methods for "Growth of Private Equity in Dermatology Through Acquisitions and New Clinic Formation, 2018-2019," published in the Journal of the American Academy of Dermatology
DOI: 10.17632/vtd45jkx6v.1
title: Mitochondria RNA polymerase runoff RNA gel

description: Image of the polyacrylamide gel shows abortive and runoff RNA products after 15 min of transcription reaction with y-mtRNAP, MTF1 WT or mutants. Lane 2 shows the 2-mer RNA marker from a reaction performed with ATP and GTP spiked with α-32P-GTP. The reactions in the rest of the lanes contained ATP, UTP, GTP, and 3’-dCTP.
DOI: 10.7910/dvn/evhwsb/sbo7i7
title: Neurological symptom code 118 activation 2020 vs 2019.tab

description: "Neurological symptom code" activation to the Italian emergency number (118), March 2020 vs March 2019 in the Italian provinces of Forlì-Cesena and Rimini
DOI: 10.21227/gb5p-xv45
title: ExoNet Database: Wearable Camera Images of Human Locomotion Environments

description: Abstract: Recent advances in computer vision and artificial intelligence have allowed researchers to develop environment recognition systems for robotic lower-limb exoskeletons and prostheses. However, small-scale and private training datasets have impeded the widespread development and dissemination of image classification algorithms for human locomotion environment recognition. To address these shortcomings, we developed “ExoNet” - the first open-source, large-scale hierarchical database of high-resolution wearable camera images of human locomotion environments. Unparalleled in both scale and diversity, ExoNet comprises over 5.6 million images of different indoor and outdoor real-world walking environments, which were collected using a lightweight wearable smartphone camera during the summer, fall, and winter seasons. Approximately 940,000 images in ExoNet were human-annotated using a 12-class hierarchical labelling architecture. Available publicly through IEEE DataPort, ExoNet offers an unprecedented community platform to train, develop, and compare next-generation image classification algorithms for human locomotion environment recognition. Beyond the control of lower-limb exoskeletons and prostheses, potential applications of ExoNet can to humanoid and autonomous legged robotics.Reference: Laschowski B, McNally W, Wong A, and McPhee J. (2020). ExoNet Database: Wearable Camera Images of Human Locomotion Environments. In Preparation.
DOI: 10.21227/9mj8-9e17
title: ExoNet Database: Wearable Camera Images of Human Locomotion Environments

description: Abstract: Recent advances in computer vision and artificial intelligence have allowed researchers to develop environment recognition systems for robotic lower-limb exoskeletons and prostheses. However, small-scale and private training datasets have impeded the widespread development and dissemination of image classification algorithms for human locomotion environment recognition. To address these shortcomings, we developed “ExoNet” - the first open-source, large-scale hierarchical database of high-resolution wearable camera images of human locomotion environments. Unparalleled in both scale and diversity, ExoNet comprises over 5.6 million images of different indoor and outdoor real-world walking environments, which were collected using a lightweight wearable smartphone camera during the summer, fall, and winter seasons. Approximately 940,000 images in ExoNet were human-annotated using a 12-class hierarchical labelling architecture. Available publicly through IEEE DataPort, ExoNet offers an unprecedented community platform to train, develop, and compare next-generation image classification algorithms for human locomotion environment recognition. Beyond the control of lower-limb exoskeletons and prostheses, potential applications of ExoNet can to humanoid and autonomous legged robotics.Reference: Laschowski B, McNally W, Wong A, and McPhee J. (2020). ExoNet Database: Wearable Camera Images of Human Locomotion Environments. Under Review.
DOI: 10.21227/a599-wn31
title: ExoNet Database: Wearable Camera Images of Human Locomotion Environments

description: Abstract: Recent advances in computer vision and artificial intelligence have allowed researchers to develop environment recognition systems for robotic lower-limb exoskeletons and prostheses. However, small-scale and private training datasets have impeded the widespread development and dissemination of image classification algorithms for human locomotion environment recognition. To address these shortcomings, we developed “ExoNet” - the first open-source, large-scale hierarchical database of high-resolution wearable camera images of human locomotion environments. Unparalleled in both scale and diversity, ExoNet comprises over 5.6 million images of different indoor and outdoor real-world walking environments, which were collected using a lightweight wearable smartphone camera during the summer, fall, and winter seasons. Approximately 940,000 images in ExoNet were human-annotated using a 12-class hierarchical labelling architecture. Available publicly through IEEE DataPort, ExoNet offers an unprecedented community platform to train, develop, and compare next-generation image classification algorithms for human locomotion environment recognition. Beyond the control of lower-limb exoskeletons and prostheses, potential applications of ExoNet can to humanoid and autonomous legged robotics.Reference: Laschowski B, McNally W, Wong A, and McPhee J. (2020). ExoNet Database: Wearable Camera Images of Human Locomotion Environments. Under Review.