cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.6084/m9.figshare.30655862
title: Can the intensive care requirement score improve triage at the emergency department for acutely intoxicated patients?

description: The intensive care requirement score was developed to predict the need for intensive care unit admission in acutely intoxicated patients. However, as the score was originally derived from a cohort already admitted to intensive care, its performance in emergency department populations remains uncertain. This study evaluates its performance in that setting. This retrospective study included patients who presented to the emergency department of the University Medical Centre Utrecht between 2015 and 2020. Eligibility criteria were similar to those used in the original derivation study, with modifications appropriate for the emergency department setting. Patients were excluded if they were younger than 14 years; had no toxic effects (e.g., ingestion of batteries, razor blades or spoons); or if intoxication was not the primary reason for presentation. The primary outcome of intensive care requirement was defined as receiving intensive treatment within 24 h of hospital admission or in-hospital death. Missing data were imputed, and model updating techniques, including calibration intercept adjustment and recalibration, were applied to improve predictive accuracy. Model performance was assessed using discrimination, calibration, and decision curve analysis. The final cohort comprised 1,146 patients, of whom 21 (1.8%) required intensive care unit admission. Discrimination was excellent, with an area under the receiver operating characteristic curve of 0.91 (95% CI: 0.84 − 0.98). Prediction accuracy improved most following recalibration, yielding a calibration intercept of 0 (95% CI: −0.47 to 0.47) and a calibration slope of 1.04 (95% CI: 0.75 − 1.33). Clinical decisions based on the recalibrated model reduced unnecessary intensive care unit admissions by 15% at a 5% risk threshold. In this study, the recalibrated intensive care requirement score accurately predicted the need for intensive care unit admission in intoxicated patients presenting to the emergency department. However, large-scale, multi-centre studies are needed to validate the generalizability of these findings across diverse healthcare settings. Following adjustment, the intensive care requirement score can assist in reducing unnecessary intensive care unit admissions among intoxicated patients presenting to the emergency department.
DOI: 10.6084/m9.figshare.30655862.v1
title: Can the intensive care requirement score improve triage at the emergency department for acutely intoxicated patients?

description: The intensive care requirement score was developed to predict the need for intensive care unit admission in acutely intoxicated patients. However, as the score was originally derived from a cohort already admitted to intensive care, its performance in emergency department populations remains uncertain. This study evaluates its performance in that setting. This retrospective study included patients who presented to the emergency department of the University Medical Centre Utrecht between 2015 and 2020. Eligibility criteria were similar to those used in the original derivation study, with modifications appropriate for the emergency department setting. Patients were excluded if they were younger than 14 years; had no toxic effects (e.g., ingestion of batteries, razor blades or spoons); or if intoxication was not the primary reason for presentation. The primary outcome of intensive care requirement was defined as receiving intensive treatment within 24 h of hospital admission or in-hospital death. Missing data were imputed, and model updating techniques, including calibration intercept adjustment and recalibration, were applied to improve predictive accuracy. Model performance was assessed using discrimination, calibration, and decision curve analysis. The final cohort comprised 1,146 patients, of whom 21 (1.8%) required intensive care unit admission. Discrimination was excellent, with an area under the receiver operating characteristic curve of 0.91 (95% CI: 0.84 − 0.98). Prediction accuracy improved most following recalibration, yielding a calibration intercept of 0 (95% CI: −0.47 to 0.47) and a calibration slope of 1.04 (95% CI: 0.75 − 1.33). Clinical decisions based on the recalibrated model reduced unnecessary intensive care unit admissions by 15% at a 5% risk threshold. In this study, the recalibrated intensive care requirement score accurately predicted the need for intensive care unit admission in intoxicated patients presenting to the emergency department. However, large-scale, multi-centre studies are needed to validate the generalizability of these findings across diverse healthcare settings. Following adjustment, the intensive care requirement score can assist in reducing unnecessary intensive care unit admissions among intoxicated patients presenting to the emergency department.
DOI: 10.15468/dl.6rdfu8
title: Occurrence Download

description: A dataset containing 37 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Sarcopera aurantiaca"
 ]
}

 The dataset includes 37 records from 21 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0021952-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.6084/m9.figshare.31347031
title: Antibacterial residues, bacterial contaminants, and their antibacterial susceptibility in raw milk sold in Kampala, Uganda-Supplementary data

description: Dataset (Results antibacterial Residues); This data set includes 3 columns, A contains the name of the antibiotic residue, B contains a unique raw milk sample identintifier and C contains the residue concentrations in μg/l.Dataset (Results antibiotic susceptibility test); Represents finding of susceptibility of the different isolates of both <i>E. coli</i> and <i>S. aureus </i>in raw milk to the different antibiotics. the key to the different anibiotics is as follows: : CIP; Ciprofloxacin, CRO; Cefuroxime, CXM; Cefuroxime, AMP; Ampicillin, IPM; Imipenem, SXT; Trimethoprim/sulfamethoxazole, AMC; Amoxicillin-clavulanic acid, TE; Tetracycline, CN; Gentamycin, AZM; Azithromycin, E; Erythromycin.Results 0 represents resistance, 1 represents intermediate and 2 represents susceptibility according to CLSI 2025.<br>Dataset (Results Coliform Count); This data set contains three columns, A; Raw milk sample identifier, B; coliform count for <i>E. coli</i> in CFU/mL and C; coliform count for <i>S. aureus</i> in CFU/mL.
DOI: 10.6084/m9.figshare.31347031.v1
title: Antibacterial residues, bacterial contaminants, and their antibacterial susceptibility in raw milk sold in Kampala, Uganda-Supplementary data

description: Dataset (Results antibacterial Residues); This data set includes 3 columns, A contains the name of the antibiotic residue, B contains a unique raw milk sample identintifier and C contains the residue concentrations in μg/l.Dataset (Results antibiotic susceptibility test); Represents finding of susceptibility of the different isolates of both <i>E. coli</i> and <i>S. aureus </i>in raw milk to the different antibiotics. the key to the different anibiotics is as follows: : CIP; Ciprofloxacin, CRO; Cefuroxime, CXM; Cefuroxime, AMP; Ampicillin, IPM; Imipenem, SXT; Trimethoprim/sulfamethoxazole, AMC; Amoxicillin-clavulanic acid, TE; Tetracycline, CN; Gentamycin, AZM; Azithromycin, E; Erythromycin.Results 0 represents resistance, 1 represents intermediate and 2 represents susceptibility according to CLSI 2025.<br>Dataset (Results Coliform Count); This data set contains three columns, A; Raw milk sample identifier, B; coliform count for <i>E. coli</i> in CFU/mL and C; coliform count for <i>S. aureus</i> in CFU/mL.
DOI: 10.15468/dl.7er2tp
title: Occurrence Download

description: A dataset containing 261 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Buteo buteo buteo",
 "Year 2018-2018"
 ]
}

 The dataset includes 261 records from 12 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0021951-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15139/s3/hyq5nl
title: Data Management and Sharing Plan for: TBCRC EVOLUTIONARY CLINICAL TRIAL FOR NOVEL BIOMARKER-DRIVEN THERAPIES (EVOLVE-BDT)

description: The Data Management and Sharing Plan describes the scientific data to be generated and/or used in the research and outlines a strategy for managing and sharing project data.
description: Data Management and Sharing Plan
DOI: 10.15159/phytop.207
title: Mooste

description: Phytoplankton biomass, diversity and abundance in samples collected from Lake Mooste during the period 1962-2003.
DOI: 10.6084/m9.figshare.24071256
title: China's provincial CPU index

description: CPU dataset of 31 provinces in China (excluding data from Hong Kong, Macao, andTaiwan; 2000-2023), including monthly and annual indices (“China's provincial climate policy uncertainty index,2000-2023")
DOI: 10.6084/m9.figshare.24071256.v6
title: China's provincial CPU index

description: CPU dataset of 31 provinces in China (excluding data from Hong Kong, Macao, andTaiwan; 2000-2023), including monthly and annual indices (“China's provincial climate policy uncertainty index,2000-2023")
DOI: 10.6084/m9.figshare.24071256.v5
title: China's provincial CPU index

description: CPU dataset of 31 provinces in China (excluding data from Hong Kong, Macao, andTaiwan; 2000-2023), including monthly and annual indices (“China's provincial climate policy uncertainty index,2000-2023")
DOI: 10.5281/zenodo.18659477
title: Extraction of miRNA sequencing data from the GEO database
DOI: 10.5281/zenodo.18659476
title: Extraction of miRNA sequencing data from the GEO database
DOI: 10.15468/dl.dwtwbq
title: Occurrence Download

description: A dataset containing 353 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 },
 "Year is greater than or equal to 1900",
 "TaxonKey is Eriachne sulcata"
 ]
}

 The dataset includes 353 records from 17 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0021954-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.18659733
title: Data for "Generalization of Bleaney's Theory"

description: Supplemental data for our article "Generalization of Bleaney's Theory"
DOI: 10.5281/zenodo.18659734
title: Data for "Generalization of Bleaney's Theory"

description: Supplemental data for our article "Generalization of Bleaney's Theory"
DOI: 10.15468/dl.wj8bdz
title: Occurrence Download

description: A dataset containing 39253 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Oryctolagus cuniculus",
 "Year 2018-2018"
 ]
}

 The dataset includes 39253 records from 477 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0021955-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.cq99cu
title: Occurrence Download

description: A dataset containing 134 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Rhizoplaca chrysoleuca",
 "Country is one of (Norway)",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "CoordinateUncertaintyInMeters is less than or equal to 1000",
 "Year is greater than or equal to 1986",
 "Year is less than or equal to 2025",
 {
 "not" : {
 "BasisOfRecord" : [
 "is Fossil"
 ]
 }
 },
 {
 "not" : {
 "BasisOfRecord" : [
 "is Machine Observation"
 ]
 }
 }
 ]
}

 The dataset includes 134 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0021957-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.18018524
title: Solalex weather station data 2024 - 2025

description: Data from the Solalex automatic weather station for the hydrological year 2024 - 2025.Technical report: https://doi.org/10.5281/zenodo.18017746
DOI: 10.5281/zenodo.18018525
title: Solalex weather station data 2024 - 2025

description: Data from the Solalex automatic weather station for the hydrological year 2024 - 2025.Technical report: https://doi.org/10.5281/zenodo.18017746
DOI: 10.5281/zenodo.18251648
title: t-value raw data of ddPCR for Quantification of Meat Species in Rendered Animal Fats

description: Background: Rendered fats are susceptible to species adulteration, threatening food safety and religious compliance. Current quantitative methods require scarce matrix matched certified reference materials (CRMs), limiting routine food control. Methods: We developed a pre-calibrated ddPCR method using species-specific coefficients  predetermined from pure fats and multispecies blends. The biological coefficient  accounts for primer efficiency differences, while  corrects for matrix induced recovery bias. The method was validated through an interlaboratory study (5 labs, 4 platforms) following GUM guidelines. Results: Mass fraction LOQs were 5% for bovine and 10% for equine/ovine/porcine (w/w), with expanded uncertainties 7.6–14.8% (, approximately 90% confidence). Interlaboratory  was  at  adulteration levels after exclusion of one statistical outlier. Analysis time was 2.5 hours per sample. Conclusions: By removing the routine requirement for matrix matched CRMs while maintaining metrological traceability, this screening level approach offers a practical solution for quantitative species control in rendered fats, including rapid Halal/Kosher compliance screening. Definitive legal arbitration at  levels require confirmatory analysis.
DOI: 10.15468/dl.ajzzkv
title: Occurrence Download

description: A dataset containing 65 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Aedes pseudotaeniatus"
 ]
}

 The dataset includes 65 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0021956-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.18251647
title: t-value raw data of ddPCR for Quantification of Meat Species in Rendered Animal Fats

description: Background: Rendered fats are susceptible to species adulteration, threatening food safety and religious compliance. Current quantitative methods require scarce matrix matched certified reference materials (CRMs), limiting routine food control. Methods: We developed a pre-calibrated ddPCR method using species-specific coefficients  predetermined from pure fats and multispecies blends. The biological coefficient  accounts for primer efficiency differences, while  corrects for matrix induced recovery bias. The method was validated through an interlaboratory study (5 labs, 4 platforms) following GUM guidelines. Results: Mass fraction LOQs were 5% for bovine and 10% for equine/ovine/porcine (w/w), with expanded uncertainties 7.6–14.8% (, approximately 90% confidence). Interlaboratory  was  at  adulteration levels after exclusion of one statistical outlier. Analysis time was 2.5 hours per sample. Conclusions: By removing the routine requirement for matrix matched CRMs while maintaining metrological traceability, this screening level approach offers a practical solution for quantitative species control in rendered fats, including rapid Halal/Kosher compliance screening. Definitive legal arbitration at  levels require confirmatory analysis.
DOI: 10.15468/dl.7ze9h2
title: Occurrence Download

description: A dataset listing the 2 species recorded in GBIF matching the query:
{
 "TaxonKey" : [
 "is Tragulus nigricans"
 ]
}

 The dataset's 2 records were derived from 12 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0021921-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.r36tnv
title: Occurrence Download

description: A dataset containing 203 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 },
 "Year is greater than or equal to 1900",
 "TaxonKey is Eriachne triodioides"
 ]
}

 The dataset includes 203 records from 19 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0021958-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.yg2prw
title: Occurrence Download

description: A dataset containing 111 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Miriquidica atrofulva",
 "Country is one of (Norway)",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "CoordinateUncertaintyInMeters is less than or equal to 1000",
 "Year is greater than or equal to 1986",
 "Year is less than or equal to 2025",
 {
 "not" : {
 "BasisOfRecord" : [
 "is Fossil"
 ]
 }
 },
 {
 "not" : {
 "BasisOfRecord" : [
 "is Machine Observation"
 ]
 }
 }
 ]
}

 The dataset includes 111 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0021959-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.6084/m9.figshare.24071253
title: China's city level CPU index

description: CPU dataset of 293 cities in China (excluding Hong Kong, Macao, and Taiwan data.2412000-2023), including monthly and annual data (“China's city level CPU index, 2000-2023”).
DOI: 10.6084/m9.figshare.24071253.v5
title: China's city level CPU index

description: CPU dataset of 293 cities in China (excluding Hong Kong, Macao, and Taiwan data.2412000-2023), including monthly and annual data (“China's city level CPU index, 2000-2023”).
DOI: 10.6084/m9.figshare.24071253.v4
title: China's city level CPU index

description: CPU dataset of 293 cities in China (excluding Hong Kong, Macao, and Taiwan data.2412000-2023), including monthly and annual data (“China's city level CPU index, 2000-2023”).
DOI: 10.5281/zenodo.18659890
title: LINF_330020400

description: Protein of unknown function - conserved; Leishmania infantum (strain JPCM5)
DOI: 10.5281/zenodo.18659891
title: LINF_330020400

description: Protein of unknown function - conserved; Leishmania infantum (strain JPCM5)
DOI: 10.15468/dl.rcxmpn
title: Occurrence Download

description: A dataset containing 62 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Sarcopera flammifera"
 ]
}

 The dataset includes 62 records from 21 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0021960-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17026/ar/hyndmx
title: Dataset van archeologisch bureauonderzoek: Carnisseweg 50-54 te Barendrecht (gemeente Barendrecht).

description: &lt;p&gt;De beoogde ingreep bestaat de herontwikkeling van een erf van een historische boerderij. Hierbij wordt bedrijfsbebouwing gesloopt en daarna worden twee woningen gebouwd in het noorden van het plangebied. &lt;/p&gt;&lt;p&gt;
Het plangebied ligt in het archeologisch landschap 'Zeeuws-Zuidhollands kleigebied', in de landschapszones ‘kreekruggen en kwelders’. In de ondergrond liggen rivierafzettingen uit het Neolithicum (Ridderkerk beddinggordel) afgedekt door veen en een laatmiddeleeuws overstromingspakket. In het overstromingspakket hebben zich kalkrijke poldervaaggronden in zandige klei ontwikkeld. 
De polder waarin het plangebied ligt, is aan het begin van de Late Middeleeuwen ontgonnen. In de 14e eeuw is de polder verdronken na dijkdoorbraken. De polder is in de 15e eeuw herbedijkt. &lt;/p&gt;&lt;p&gt;
In het plangebied kunnen archeologische resten aanwezig zijn uit het Neolithicum en Bronstijd in en/of op afzettingen van de Ridderkerk beddinggordel. In de top van het afdekkende veen en een mogelijk afdekkende dunne laag klei kunnen archeologische resten uit de periode Bronstijd tot en met de 14e eeuw aanwezig zijn. In de top van het overstromingsdek kunnen archeologische resten uit de 15e eeuw en recenter aanwezig zijn, met name in het zuidelijke deel van het plangebied waar sprake is van resten van een historisch erf. 
Er zullen sloop en bouwwerkzaamheden plaatsvinden in het noordelijke deel van het plangebied. De kans is daarbij klein dat archeologische resten gerelateerd aan het historische erf worden verstoord. Echter, het is wel mogelijk dat behoudenswaardige archeologische resten in de top van het veen, en in de top van de onderliggende rivierafzettingen worden verstoord. Dit is afhankelijk van de graafdiepte bij de bouw van de woningen. Dit niveau zal zeker worden geraakt bij de bouw van de onderkelderde woning. Of dit bij de andere woning zo is, is nog niet bekend. &lt;/p&gt;&lt;p&gt;
Aanbevolen wordt om ter hoogte van het bouwvlak van de te onderkelderen woning nader te bepalen wat de aard en intactheid van het bodemprofiel is en of archeologische resten aanwezig zijn door middel van een archeologisch booronderzoek. Als bij de andere woningen voor aanleg van de funderingen ook dieper dan -1,5 m NAP zal worden gegraven, dan wordt aanbevolen dit ook bij deze woning te doen.&lt;/p&gt;
DOI: 10.15468/dl.vb32dx
title: Occurrence Download

description: A dataset containing 721955 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Oryctolagus cuniculus",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 721955 records from 2842 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0021908-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.8hdfxz
title: Occurrence Download

description: A dataset containing 188 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Caulerpa racemosa var. lamourouxii (Turner) Weber Bosse)",
 "HasCoordinate is true"
 ]
}

 The dataset includes 188 records from 22 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0086763-240506114902167/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/8qm8rd
title: Swedish Malaise Trap Project (SMTP) - Thysanoptera

description: Occurrences in this dataset on Swedish Insects have been identified from specimens collected from for the Swedish Malaise Project (SMTP), an inventory funded by the Swedish Species Information Centre (ArtDatabanken). These records comprise the foundation for recent estimates on the size and composition of the Swedish insect fauna, published herein as sample-based datasets.
DOI: 10.15468/hcpejg
title: Herp specimens
DOI: 10.15468/dl.ycke48
title: Occurrence Download

description: A dataset containing 1094 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Buchnera pusilla Kunth)",
 "HasCoordinate is true"
 ]
}

 The dataset includes 1094 records from 89 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0086764-240506114902167/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/9drdqa
title: Conchological Society of Great Britain & Ireland - Mollusc (marine) data for Great Britain and Ireland

description: NBN Gateway Dataset GA000321