cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.6084/m9.figshare.5809053.v2
title: Recruiting ENT and Audiology patients into pharmaceutical trials: evaluating the multi-centre experience in the UK and USA

description: <i>Objective</i>: Recruiting into clinical trials on time and on target is a major challenge and yet often goes unreported. This study evaluated the adjustment to procedures, recruitment and screening methods in two multi-centre pharmaceutical randomised controlled trials (RCTs) for hearing-related problems in adults. <i>Design</i>: Recruitment monitoring and subsequent adjustment of various study procedures (e.g. eligibility criteria, increasing recruiting sites and recruitment methods) are reported. Participants were recruited through eight overarching methods: trial registration, posters/flyers, print publications, Internet, social media, radio, databases and referrals. The efficiency of the recruitment was measured by determining the number of people: (1) eligible for screening as a percentage of those who underwent telephone pre-screening and (2) randomised as a percentage of those screened. <i>Study sample</i>: A total of 584 participants completed the pre-screening steps, 491 screened and 169 participants were randomised. <i>Results</i>: Both RCTs completed adjustments to the participant eligibility, added new study sites and additional recruitment methods. No single recruitment method was efficient enough to serve as the only route to enrolment. <i>Conclusion</i>: A diverse portfolio of methods, continuous monitoring, mitigation strategy and adequate resourcing were essential for achieving our recruitment goals.
DOI: 10.6084/m9.figshare.5809053.v1
title: Recruiting ENT and Audiology patients into pharmaceutical trials: evaluating the multi-centre experience in the UK and USA

description: <i>Objective</i>: Recruiting into clinical trials on time and on target is a major challenge and yet often goes unreported. This study evaluated the adjustment to procedures, recruitment and screening methods in two multi-centre pharmaceutical randomised controlled trials (RCTs) for hearing-related problems in adults. <i>Design</i>: Recruitment monitoring and subsequent adjustment of various study procedures (e.g. eligibility criteria, increasing recruiting sites and recruitment methods) are reported. Participants were recruited through eight overarching methods: trial registration, posters/flyers, print publications, Internet, social media, radio, databases and referrals. The efficiency of the recruitment was measured by determining the number of people: (1) eligible for screening as a percentage of those who underwent telephone pre-screening and (2) randomised as a percentage of those screened. <i>Study sample</i>: A total of 584 participants completed the pre-screening steps, 491 screened and 169 participants were randomised. <i>Results</i>: Both RCTs completed adjustments to the participant eligibility, added new study sites and additional recruitment methods. No single recruitment method was efficient enough to serve as the only route to enrolment. <i>Conclusion</i>: A diverse portfolio of methods, continuous monitoring, mitigation strategy and adequate resourcing were essential for achieving our recruitment goals.
DOI: 10.6084/m9.figshare.13705924.v1
title: PFOA &gt; 90th percentile, unadjusted model, boys girls all

description: PFOA &gt; 90th percentile, unadjusted model, boys girls all
DOI: 10.6084/m9.figshare.13723978
title: Data No.1

description: Performance of Electronic Devices Cooling System Using CompositeNano Materials Fluid with Elliptical Shape
DOI: 10.6084/m9.figshare.13723978.v1
title: Data No.1

description: Performance of Electronic Devices Cooling System Using CompositeNano Materials Fluid with Elliptical Shape
DOI: 10.15468/a5sbc6
title: Revealing the specific status of Mellicta distans Higgins, 1955, stat. n. (Lepidoptera Nymphalidae) with morphological and molecular characters

description: This dataset contains the digitized treatments in Plazi based on the original journal article Kovalenko, Margarita G., Kolesnichenko, Kirill A., Kudryavtseva, Anna A. (2020): Revealing the specific status of Mellicta distans Higgins, 1955, stat. n. (Lepidoptera Nymphalidae) with morphological and molecular characters. Zootaxa 4853 (3): 353-368, DOI: https://doi.org/10.11646/zootaxa.4853.3.2
DOI: 10.6084/m9.figshare.13708216.v1
title: PFOS, continuous, fully adjusted model, no granulocytes, boys, girls, all

description: PFOS, continuous, fully adjusted model, no granulocytes, boys, girls, all
DOI: 10.5281/zenodo.4507630
title: Supplemental Data for the Manuscript: Quantification of Manganese for ChemCam Mars and Laboratory Spectra Using a Multivariate Model

description: Abstract This dataset includes all of the data needed to validate and/or reproduce the manganese calibration model described in the manuscript. The reference database contains metadata for the new Mn-bearing standards, minerals, and mixtures that are &gt; 2.9 wt.% MnO. In addition, the files include the MnO composition data for all standards used, non-normalized spectral data, mean peak area spectrum, results of outlier determination, RMSECV data, regression vectors, and Test Set predictions. Description of files Supplement_MnO_Cal_Input_outliers_wvl.csv contains MnO composition (Column B), the name and filename of the sample (Column C and D), metadata (Columns E through P), and spectral files for each standard (Columns Q through IBX). The standard filename is in the format MonthDay_Clock_Year_CCS_SampleName_SampleNumber, where CCS is defined as “clean calibrated spectrum.” The first column of the metadata includes whether the sample is a mixture or not for samples with &gt;2.9 wt.% MnO, and if so, what standards are mixed to make the mixture. Column F states the sample type, which is whether the sample is a standard, mixture, or a mineral, and if so, what mineral it is for samples with &gt;2.9 wt.% MnO. Columns G and H state whether the sample spectrum was used in the Test Set or Training Set. Columns I through N show the outcome of the outlier identification using different methods described in the manuscript. Each standard is composed of five spectra, 50 individual shots averaged together. The second line has the wavelength channel while the subsequent lines contain the spectral intensity data for each sample spectrum. Each of the CV*.csv files contain all of the Root Mean Squared Error of Cross Validation (RMSECV) data used for each technique as described in the manuscript. The minima determined from each cross validation run is listed in the Supplement_CV_summary_results.xlsx file. The technique with the lowest RMSECV in the Supplement_CV_summary_results.xlsx file is highlighted in green. This summary information was used to construct Table 1 in the manuscript. Supplement_Model_Means.csv contains the average peak area spectrum from the model, which was used to create the peak area spectra from the normalized spectra for the models tested as described in the manuscript. Supplement_Test_Set_Predictions.csv contains the Test Set predictions for each of the full models, submodels, and blended models that were used by the double blended model described in the manuscript. Supplement_Model_Regression_Vectors.csv contains the regression vectors for the submodels used in the double blended model described in the manuscript.
DOI: 10.5281/zenodo.4507629
title: Supplemental Data for the Manuscript: Quantification of Manganese for ChemCam Mars and Laboratory Spectra Using a Multivariate Model

description: Abstract This dataset includes all of the data needed to validate and/or reproduce the manganese calibration model described in the manuscript. The reference database contains metadata for the new Mn-bearing standards, minerals, and mixtures that are &gt; 2.9 wt.% MnO. In addition, the files include the MnO composition data for all standards used, non-normalized spectral data, mean peak area spectrum, results of outlier determination, RMSECV data, regression vectors, and Test Set predictions. Description of files Supplement_MnO_Cal_Input_outliers_wvl.csv contains MnO composition (Column B), the name and filename of the sample (Column C and D), metadata (Columns E through P), and spectral files for each standard (Columns Q through IBX). The standard filename is in the format MonthDay_Clock_Year_CCS_SampleName_SampleNumber, where CCS is defined as “clean calibrated spectrum.” The first column of the metadata includes whether the sample is a mixture or not for samples with &gt;2.9 wt.% MnO, and if so, what standards are mixed to make the mixture. Column F states the sample type, which is whether the sample is a standard, mixture, or a mineral, and if so, what mineral it is for samples with &gt;2.9 wt.% MnO. Columns G and H state whether the sample spectrum was used in the Test Set or Training Set. Columns I through N show the outcome of the outlier identification using different methods described in the manuscript. Each standard is composed of five spectra, 50 individual shots averaged together. The second line has the wavelength channel while the subsequent lines contain the spectral intensity data for each sample spectrum. Each of the CV*.csv files contain all of the Root Mean Squared Error of Cross Validation (RMSECV) data used for each technique as described in the manuscript. The minima determined from each cross validation run is listed in the Supplement_CV_summary_results.xlsx file. The technique with the lowest RMSECV in the Supplement_CV_summary_results.xlsx file is highlighted in green. This summary information was used to construct Table 1 in the manuscript. Supplement_Model_Means.csv contains the average peak area spectrum from the model, which was used to create the peak area spectra from the normalized spectra for the models tested as described in the manuscript. Supplement_Test_Set_Predictions.csv contains the Test Set predictions for each of the full models, submodels, and blended models that were used by the double blended model described in the manuscript. Supplement_Model_Regression_Vectors.csv contains the regression vectors for the submodels used in the double blended model described in the manuscript.
DOI: 10.5066/p97dqxzp
title: An Unvegetated to Vegetated Ratio (UVVR) for coastal wetlands of the Conterminous United States (2014-2018)

description: This USGS Data Release represents geospatial data sets which were created to produce an Unvegetated to Vegetated Ratio (UVVR) for coastal wetlands of the conterminous United States (2014-2018). The following listed image products were generated 1) Annual spatial datasets (rasters) from 2014 to 2018 each containing 4 bands (Band 1: Unvegetated land fraction; Band 2: Vegetated land fraction; Band 3: Water fraction; Band 4: UVVR clipped into 3 coastal regions (Atlantic (ATL) Gulf of Mexico (GOM) and Pacific (PAC). 2) Calibration/Validation Datasets - datasets which were used in the calibration and validation of the above datasets 3) Mean of masked, multiyear composite - Mean vegetated fraction in coastal wetlands in each region 4) Standard deviation of masked, multiyear composite - Standard deviation of the vegetated fraction in coastal wetlands in each region 5) Unvegetated to Vegetated Ratio (UVVR) based on masked, multiyear composite - Unvegetated to Vegetated Ratio in coastal wetlands in each region The data release was produced in compliance with the new 'open data' requirements as a way to make the scientific products associated with USGS research efforts and publications available to the public.
DOI: 10.6084/m9.figshare.13708582.v1
title: PFOS, continuous, unadjusted, boys, girls, all

description: PFOS, continuous, unadjusted, boys, girls, all
DOI: 10.15468/txempn
title: New apinnate Prionospio (Annelida: Spionidae) species from southeastern Brazil

description: This dataset contains the digitized treatments in Plazi based on the original journal article Peixoto, Antônio João Malafaia, Paiva, Paulo Cesar (2020): New apinnate Prionospio (Annelida: Spionidae) species from southeastern Brazil. Zootaxa 4853 (4): 451-508, DOI: https://doi.org/10.11646/zootaxa.4853.4.1
DOI: 10.15468/zr9wy2
title: Pseudomystus Funebris, A New Species Of Catfish From Borneo (Teleostei: Bagridae)

description: This dataset contains the digitized treatments in Plazi based on the original journal article Ng, Heok Hee (2010): Pseudomystus Funebris, A New Species Of Catfish From Borneo (Teleostei: Bagridae). Raffles Bulletin of Zoology 58 (1): 87-91, DOI: http://doi.org/10.5281/zenodo.4509201
DOI: 10.15468/sjbw4h
title: Neotype Designation And Re-Description Of The Vanishing Tree Snail, Amphidromus (Amphidromus) Mundus (Pfeiffer, 1853) (Pulmonata: Camaenidae)

description: This dataset contains the digitized treatments in Plazi based on the original journal article Sutcharit, Chirasak, Panha, Somsak (2011): Neotype Designation And Re-Description Of The Vanishing Tree Snail, Amphidromus (Amphidromus) Mundus (Pfeiffer, 1853) (Pulmonata: Camaenidae). Raffles Bulletin of Zoology 59 (2): 139-143, DOI: http://doi.org/10.5281/zenodo.4509237
DOI: 10.18112/openneuro.ds003506.v1.0.0
title: ReinforcementLearning
DOI: 10.15468/xkdbyy
title: A new dichromatic species of Myotis (Chiroptera: Vespertilionidae) from the Nimba Mountains, Guinea

description: This dataset contains the digitized treatments in Plazi based on the original journal article Simmons, Nancy B., Flanders, Jon, Fils, Eric Moïse Bakwo, Parker, Guy, Jamison D. Suter,, Bamba, Seinan, Douno, Mory, Mamady Kobele Keita,, Morales, Ariadna E., Frick, Winifred F. (2021): A new dichromatic species of Myotis (Chiroptera: Vespertilionidae) from the Nimba Mountains, Guinea. American Museum Novitates 3963: 1-37, DOI: http://doi.org/10.5281/zenodo.4438059, Hdl: handle/2246/7249, URL: http://digitallibrary.amnh.org/handle/2246/7249
DOI: 10.6084/m9.figshare.13714153.v1
title: PFOS &gt; 90th percentile, minimally adjusted model

description: PFOS &gt; 90th percentile, minimally adjusted model
DOI: 10.15468/2cncsy
title: Notes on the systematic position of the wolves of the canis dirus group

description: This dataset contains the digitized treatments in Plazi based on the original journal article Merriam, John C. (1918): Notes on the systematic position of the wolves of the canis dirus group. Bulletin of the Department of Geology. 10: 531-533, DOI: http://doi.org/10.5281/zenodo.4443191, URL: https://www.biodiversitylibrary.org/item/139018
DOI: 10.18112/openneuro.ds003506.v1.1.0
title: ReinforcementLearning
DOI: 10.5517/ccdc.csd.cc26b17v
title: CCDC 2035436: Experimental Crystal Structure Determination

description: Related Article: David P. August, Javier Jaramillo-Garcia, David A. Leigh, Alberto Valero, Iñigo J. Vitorica-Yrezabal|2021|J.Am.Chem.Soc.|143|1154|doi:10.1021/jacs.0c12038
DOI: 10.5517/ccdc.csd.cc26b18w
title: CCDC 2035437: Experimental Crystal Structure Determination

description: Related Article: David P. August, Javier Jaramillo-Garcia, David A. Leigh, Alberto Valero, Iñigo J. Vitorica-Yrezabal|2021|J.Am.Chem.Soc.|143|1154|doi:10.1021/jacs.0c12038
DOI: 10.5281/zenodo.4509425
title: Modelling Molecular Emitters in Organic Light Emitting Diodes with the Quantum Mechanical Bespoke Force Field

description: Raw trajectory files of the molecular dynamics samplings mentioned in the paper. The relevant *.pdb files are provided with the *.dcd files.
DOI: 10.5281/zenodo.4507904
title: Modelling Molecular Emitters in Organic Light Emitting Diodes with the Quantum Mechanical Bespoke Force Field

description: Raw trajectory files of the molecular dynamics samplings mentioned in the paper. The relevant *.pdb files are provided with the *.dcd files.
DOI: 10.5517/ccdc.csd.cc26fb44
title: CCDC 2038595: Experimental Crystal Structure Determination

description: Related Article: Tomislav Balić, Franc Perdih, Marta Počkaj, Maja Molnar, Mario Komar, Ivana Balić|2021|J.Mol.Struct.|1231|129957|doi:10.1016/j.molstruc.2021.129957
DOI: 10.5517/ccdc.csd.cc26fb55
title: CCDC 2038596: Experimental Crystal Structure Determination

description: Related Article: Tomislav Balić, Franc Perdih, Marta Počkaj, Maja Molnar, Mario Komar, Ivana Balić|2021|J.Mol.Struct.|1231|129957|doi:10.1016/j.molstruc.2021.129957
DOI: 10.15468/p7jj6t
title: A new species of the genus Cyrtonion (Coleoptera: Hydrophilidae: Megasternini) from the Democratic Republic of the Congo

description: This dataset contains the digitized treatments in Plazi based on the original journal article Fikáček, Martin (2008): A new species of the genus Cyrtonion (Coleoptera: Hydrophilidae: Megasternini) from the Democratic Republic of the Congo. Acta Entomologica Musei Nationalis Pragae (suppl.) 48 (1): 27-35, DOI: http://doi.org/10.5281/zenodo.4468115
DOI: 10.15468/5edg6h
title: On the Afrotropical species of Myrmoplasta (Heteroptera: Pyrrhocoridae)

description: This dataset contains the digitized treatments in Plazi based on the original journal article Stehlík, Jaroslav L. (2007): On the Afrotropical species of Myrmoplasta (Heteroptera: Pyrrhocoridae). Acta Entomologica Musei Nationalis Pragae (suppl.) 47: 93-108, DOI: http://doi.org/10.5281/zenodo.4468097
DOI: 10.15468/fwxrq9
title: A new species of the genus Phytocoris (Heteroptera: Miridae) from the United Arab Emirates

description: This dataset contains the digitized treatments in Plazi based on the original journal article Linnavuori, Rauno E., Harten, Antonius van (2006): A new species of the genus Phytocoris (Heteroptera: Miridae) from the United Arab Emirates. Acta Entomologica Musei Nationalis Pragae (suppl.) 46: 15-19, DOI: http://doi.org/10.5281/zenodo.4468071
DOI: 10.15468/r6p8np
title: Ochterus nicobarensis sp. nov. from Great Nicobar Biosphere Reserve, Andaman and Nicobar Islands, India (Hemiptera: Heteroptera: Ochteridae)

description: This dataset contains the digitized treatments in Plazi based on the original journal article Chandra, Kailash, Jehamalar, E. Eyarin (2012): Ochterus nicobarensis sp. nov. from Great Nicobar Biosphere Reserve, Andaman and Nicobar Islands, India (Hemiptera: Heteroptera: Ochteridae). Acta Entomologica Musei Nationalis Pragae (suppl.) 52 (1): 23-28, DOI: http://doi.org/10.5281/zenodo.4468187
DOI: 10.15468/4d8mc7
title: A new species of the genus Cicadatra from Iran (Hemiptera: Auchenorrhyncha: Cicadidae)

description: This dataset contains the digitized treatments in Plazi based on the original journal article Mozaffarian, Fariba, Sanborn, Allen F. (2013): A new species of the genus Cicadatra from Iran (Hemiptera: Auchenorrhyncha: Cicadidae). Acta Entomologica Musei Nationalis Pragae (suppl.) 53 (1): 39-48, DOI: http://doi.org/10.5281/zenodo.4468203
DOI: 10.15468/wk5get
title: Description of a new species of Anthocoris (Hemiptera: Heteroptera: Anthocoridae) from southern India, associated with striped mealybug on purple orchid tree

description: This dataset contains the digitized treatments in Plazi based on the original journal article Yamada, Kazutaka, Ballal, Chandish R., Gupta, Tripti, Poorani, Janakiraman (2010): Description of a new species of Anthocoris (Hemiptera: Heteroptera: Anthocoridae) from southern India, associated with striped mealybug on purple orchid tree. Acta Entomologica Musei Nationalis Pragae (suppl.) 50 (2): 415-424, DOI: http://doi.org/10.5281/zenodo.4468155
DOI: 10.15468/mqqfm7
title: Three new species of the family Scathophagidae (Diptera) from the Palaearctic region with a redescription of the male of Amaurosoma longicorne

description: This dataset contains the digitized treatments in Plazi based on the original journal article Šifner, František (2008): Three new species of the family Scathophagidae (Diptera) from the Palaearctic region with a redescription of the male of Amaurosoma longicorne. Acta Entomologica Musei Nationalis Pragae (suppl.) 48 (1): 103-109, DOI: http://doi.org/10.5281/zenodo.4468109
DOI: 10.6084/m9.figshare.13717822
title: Disparity Tuning PDCT

description: Disparity tuning fits, preferred disparities, and disparity (d) used for neuronal discrimination analysis. Variable with "t" at the end are only those neurons with statistically significant disparity tuning. Variable without the "t" are all neurons with significant visual responses.
DOI: 10.6084/m9.figshare.13717822.v1
title: Disparity Tuning PDCT

description: Disparity tuning fits, preferred disparities, and disparity (d) used for neuronal discrimination analysis. Variable with "t" at the end are only those neurons with statistically significant disparity tuning. Variable without the "t" are all neurons with significant visual responses.
DOI: 10.6084/m9.figshare.13724098
title: Angle vs Distance PDCT

description: Angle and distance with respect the pole from the Deep Lab Cut output of video of the mice descending during the pole descent cliff task.
DOI: 10.6084/m9.figshare.13724098.v2
title: Angle vs Distance PDCT

description: Angle and distance with respect the pole from the Deep Lab Cut output of video of the mice descending during the pole descent cliff task.
DOI: 10.6084/m9.figshare.13716142
title: PFOS&gt;90th percentile, Unadjusted models, all, boys, girls

description: PFOS&gt;90th percentile, Unadjusted models, all, boys, girls
DOI: 10.5066/p9abjdvs
title: Long-term annual aeolian dust deposition data from seven locations in southeastern Utah

description: These data are annual aeolian dust deposition calculations from vertical deposition at seven locations near the vicinity of Moab, Utah covering the period from 1999 to 2020. Data were collected by the U.S. Geological Survey Geosciences and Environmental Change Science Center (Denver, Colorado) and Southwest Biological Science Center (Moab, Utah) to "monitor sediment characteristics at sites selected to illuminate the relations between dust sources, present climate, and land use patterns" (Reheis 2003). The sites selected represent various land uses and land ownership including private land, multiple-use public lands, and restricted use National Parks. From 1999-2013 samples were sent to the Geosciences and Environmental Change Science Center in Denver to be processed. From 2014-2020 samples were processed at the Southwest Biological Science Center Canyonlands Research Station in Moab, Utah. The purpose of this data release is to make available annual aeolian dust deposition data collected 2009-2020 that have not been published. Data can be used to understand local and regional patterns of dust inputs from both dry and wet (rain and snow containing dust particles) deposition.
DOI: 10.6073/pasta/4bf3d3a5702f33b7ca7ffa11df1331a0
title: North Temperate Lakes LTER: Summary of Microbial Activity 2000 - 2002

description: Summary of Microbial Observatory data from the bacterial production, planktonic respiration and alakline phosphatase activity databases, plus bacterial cell counts from epifluorescence microscopy using DAPI cell stain. Information on integrated sample depth and incubation temperature is also included Sampling Frequency: fortnightly during ice-free season - every 6 weeks during ice-covered season Number of sites: 4
DOI: 10.6084/m9.figshare.13716142.v1
title: PFOS&gt;90th percentile, Unadjusted models, all, boys, girls

description: PFOS&gt;90th percentile, Unadjusted models, all, boys, girls
DOI: 10.6073/pasta/25eb0b937068df7ec049f3b7db3c3ff8
title: Microbial Bacterial Production in Lakes at North Temperate Lakes LTER 2000 - 2002

description: Net production of bacteria passing a 70 micron mesh, or bacteria passing a 1 micron mesh, calculated incorporation of 3H labeled leucine into cell proteins. Method based on microcentrifuge method of Smith, David C., and Farooq Azam. 1992. A simple, economical method for measuring bacterial protein synthesis rates in seawater using 3H-leucine, Marine Microbial Food Webs 6(2):107-114. Nanomolar treatments refer to leucine concentration for calculation of isotopic dilution and necessary leucine concentration to saturate uptake into bacterial cells. For a good example on how to calculate isotopic dilution see Pace. Michael L., and Jonathan J. Cole. Primary and bacterial production in lakes: are they coupled over depth? Plankton Research 16(6):661-672. Sampling Frequency: fortnightly during ice-free season - every 6 weeks during ice-covered season Number of sites: 4