cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5281/zenodo.17488944
title: Supplementary materials for 'Can large language models draft safe, reliable patient leaflets on driving after stroke?

description: This dataset contains all supplementary materials (Appendices A-E)  for the manuscript 

Can large language models draft safe, reliable patient leaflets on driving after stroke? A comparative evaluation with the Stroke Association leaflet

Contents:



Appendix A: Standardised Text Used For Analysis

Appendix B: Raw, verbatim LLM outputs (generated 27 September 2025)

Appendix C: Six-point misinformation scoring framework

Appendix D: Item-level misinformation rationale for all 8 leaflets

Appendix E: Complete text standardisation protocol


These materials enable full reproducibility of the study.

Version 2: Updated file structure to align with manuscript appendices. Content unchanged; reorganized for clarity.
DOI: 10.15468/dl.r5sy6h
title: Occurrence Download

description: A dataset containing 209789 species occurrences available in GBIF matching the query:
{
 "and" : [
 "GadmGid is BRA.1_1",
 "OccurrenceStatus is Present"
 ]
}

 The dataset includes 209789 records from 399 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008990-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.17489006
title: Elasticity-Based Scenario Modelling of Circular Economy Impacts on Emissions in the EU27 (2015–2050)

description: This dataset supports the research article "Circularity and Climate Mitigation in the EU27: An Elasticity-Based Scenario Analysis to 2050" and contains all underlying data, analysis outputs, and model diagnostics.

The study integrates Eurostat material flow and emissions data to assess the climate-mitigation potential of circular-economy (CE) strategies in the EU27. It applies a multi-method approach including:





Material-to-Carbon Accounting (MCA)




Logarithmic Mean Divisia Index (LMDI) decomposition




Elasticity regression modelling




Monte Carlo-based uncertainty quantification




Scenario analysis through 2030 and 2050



The repository includes both raw inputs and processed outputs required to reproduce all figures, tables, and policy simulations in the manuscript.
DOI: 10.5281/zenodo.17489007
title: Elasticity-Based Scenario Modelling of Circular Economy Impacts on Emissions in the EU27 (2015–2050)

description: This dataset supports the research article "Circularity and Climate Mitigation in the EU27: An Elasticity-Based Scenario Analysis to 2050" and contains all underlying data, analysis outputs, and model diagnostics.

The study integrates Eurostat material flow and emissions data to assess the climate-mitigation potential of circular-economy (CE) strategies in the EU27. It applies a multi-method approach including:





Material-to-Carbon Accounting (MCA)




Logarithmic Mean Divisia Index (LMDI) decomposition




Elasticity regression modelling




Monte Carlo-based uncertainty quantification




Scenario analysis through 2030 and 2050



The repository includes both raw inputs and processed outputs required to reproduce all figures, tables, and policy simulations in the manuscript.
DOI: 10.15468/dl.yzg66b
title: Occurrence Download

description: A dataset containing 2517 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Thunbergia alata"
 ]
}

 The dataset includes 2517 records from 245 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009028-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.kjsaey
title: Occurrence Download

description: A dataset containing 398 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((7.81587 45.01226,7.81236 45.01019,7.79969 44.99589,7.80534 44.97372,7.81399 44.97193,7.8318 44.97715,7.83497 44.98862,7.83146 45.00986,7.81587 45.01226))",
 "OccurrenceStatus is Present"
 ]
}

 The dataset includes 398 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009030-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.j57z5n
title: Occurrence Download

description: A dataset containing 408 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "Country is Mexico",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Cissus microcarpa"
 ]
}

 The dataset includes 408 records from 26 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009031-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.cs9cem
title: Occurrence Download

description: A dataset containing 54793 species occurrences available in GBIF matching the query:
{
 "and" : [
 "OccurrenceStatus is Present",
 "TaxonKey is Lepisosteus oculatus"
 ]
}

 The dataset includes 54793 records from 80 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008980-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.buucys
title: Occurrence Download

description: A dataset containing 2188 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((10.17161 63.46434,10.02372 63.44136,10.03428 63.35906,10.1864 63.3202,10.30682 63.32684,10.38288 63.37421,10.40189 63.42939,10.38076 63.45584,10.32161 63.46717,10.17161 63.46434))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Mammalia",
 "Year 2015-2025"
 ]
}

 The dataset includes 2188 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009032-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.34740/kaggle/dsv/13561526
title: Indonesian Hoax News Dataset
DOI: 10.34740/kaggle/dsv/13561528
title: Peer-to-Peer Boliviano (BOB) Exchange Data
DOI: 10.15468/dl.ty4kux
title: Occurrence Download

description: A dataset containing 4251560 records in GBIF matching the query:
SELECT
kingdom,
kingdomkey,
phylum,
phylumkey,
class,
classkey,
"order",
orderkey,
family,
familykey,
genus,
genuskey,
species,
specieskey,
"year",
GBIF_EEARGCODE(1000, decimallatitude, decimallongitude, COALESCE(coordinateuncertaintyinmeters, 1000)) eeacellcode,
IF(ISNULL(orderkey), NULL, SUM(COUNT(*)) OVER (
 PARTITION BY orderkey, GBIF_EEARGCODE(1000, decimallatitude, decimallongitude, COALESCE(coordinateuncertaintyinmeters, 1000)),"year")) ordercount,
IF(ISNULL(familykey), NULL, SUM(COUNT(*)) OVER (
 PARTITION BY familykey, GBIF_EEARGCODE(1000, decimallatitude, decimallongitude, COALESCE(coordinateuncertaintyinmeters, 1000)), "year")) familycount,
IF(ISNULL(genuskey), NULL, SUM(COUNT(*)) OVER (
 PARTITION BY genuskey, GBIF_EEARGCODE(1000, decimallatitude, decimallongitude, COALESCE(coordinateuncertaintyinmeters, 1000)), "year")) genuscount,
COUNT(*) occurrences,
MIN(GBIF_TEMPORALUNCERTAINTY(eventdate, eventtime)) mintemporaluncertainty,
MIN(COALESCE(coordinateuncertaintyinmeters, 1000)) mincoordinateuncertaintyinmeters
FROM
occurrence
WHERE
(occurrence.level0gid IN ('BEL.2_1', 'BEL.1.1.1_1') OR occurrence.level1gid IN ('BEL.2_1', 'BEL.1.1.1_1') OR occurrence.level2gid IN ('BEL.2_1', 'BEL.1.1.1_1') OR occurrence.level3gid IN ('BEL.2_1', 'BEL.1.1.1_1'))
AND occurrence.occurrencestatus = 'PRESENT'
AND (occurrence.taxonkey IN ('196', '220') OR occurrence.acceptedtaxonkey IN ('196', '220') OR occurrence.kingdomkey IN ('196', '220') OR occurrence.phylumkey IN ('196', '220') OR occurrence.classkey IN ('196', '220') OR occurrence.orderkey IN ('196', '220') OR occurrence.familykey IN ('196', '220') OR occurrence.genuskey IN ('196', '220') OR occurrence.specieskey IN ('196', '220'))
AND (occurrence."year" &gt;= 1975 AND occurrence."year" &lt;= 2025)
AND occurrence.hasgeospatialissues = FALSE
AND NOT GBIF_STRINGARRAYCONTAINS(occurrence.issue, 'TAXON_MATCH_FUZZY', TRUE)
AND NOT occurrence.basisofrecord IN ('FOSSIL_SPECIMEN', 'LIVING_SPECIMEN')
AND (occurrence.specieskey IS NOT NULL AND occurrence."year" IS NOT NULL AND occurrence."month" IS NOT NULL AND occurrence."day" IS NOT NULL AND occurrence.hascoordinate = TRUE)
GROUP BY
occurrence.kingdom,
occurrence.kingdomkey,
occurrence.phylum,
occurrence.phylumkey,
occurrence.class,
occurrence.classkey,
occurrence."order",
occurrence.orderkey,
occurrence.family,
occurrence.familykey,
occurrence.genus,
occurrence.genuskey,
occurrence.species,
occurrence.specieskey,
occurrence."year",
GBIF_EEARGCODE(1000, decimallatitude, decimallongitude, COALESCE(coordinateuncertaintyinmeters, 1000))

 The dataset's 4251560 records were derived from 92 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009022-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25919/mnb6-v556
title: NBDL-HR5S2B12Q371BA
DOI: 10.15468/dl.gd4m6c
title: Occurrence Download

description: A dataset containing 10663 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Tetragonisca angustula"
 ]
}

 The dataset includes 10663 records from 60 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009036-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.yfr8ea
title: Occurrence Download

description: A dataset containing 82 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is South America",
 "Country is Peru",
 "Month is January",
 "OccurrenceStatus is Present",
 "TaxonKey is Vultur gryphus",
 "Year 2023-2025"
 ]
}

 The dataset includes 82 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009037-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.uentww
title: Occurrence Download

description: A dataset listing the 197 species recorded in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((7.81587 45.01226,7.81236 45.01019,7.79969 44.99589,7.80534 44.97372,7.81399 44.97193,7.8318 44.97715,7.83497 44.98862,7.83146 45.00986,7.81587 45.01226))",
 "OccurrenceStatus is Present"
 ]
}

 The dataset's 197 records were derived from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009029-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.17489067
title: Microplastics of marine sediments of the Colombian Caribbean

description: Plastic pollution is understudied in some regions of the world, that is the case of Colombian Caribbean. As a consequence, with it was aimed to quantify and characterize the microplastics (MP) in marine sediments in two sectors influenced by the Magdalena and Sinú rivers. Sediment samples collected during the2021 rainy season and 2022 dry season were dried (60 °C) and processed with aqueous sodium hexametaphosphate solution at 4.6 g/L in order to wet sieve them through two mesh sizes (0.3 mm and 1.4 mm) and manually extract the plastic particles. The microplastics extracted were classified by size (0.3 mm to <1.4 mm and 1.4 mm to 5 mm), shape (fibers, films, fragments, foams) as well as analyzed via FTIR spectroscopy in order to identify the polymers present in the samples. Moreover, the relationship of grain size and MP concentration explored by taking a fraction of the sediment samples into a granulometry analysis. Concentration of MP are reported in number of particles per kg of dry weight sediment.
DOI: 10.15468/dl.yfwfkt
title: Occurrence Download

description: A dataset containing 356 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "Country is Mexico",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Cissus trifoliata"
 ]
}

 The dataset includes 356 records from 47 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009038-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.jvhpav
title: Occurrence Download

description: A dataset containing 834185 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is RB - Coleção do Herbário do Jardim Botânico do Rio de Janeiro"
 ]
}

 The dataset includes 834185 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009033-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.3886/e141121v3-190158
title: Historic Redlining Indicator for 2000, 2010, and 2020 US Census Tracts

description: The Home Owners’ Loan Corporation (HOLC) was a U.S. federal agency
that graded mortgage investment risk of neighborhoods across the U.S. between
1935 and 1940. HOLC residential security maps standardized neighborhood risk appraisal
methods that included race and ethnicity, pioneering the institutional logic of
residential “redlining.”
The Mapping Inequality Project digitized the HOLC mortgage
security risk maps from the 1930s. We overlaid the HOLC maps with 2010 and 2020 census tracts for 142
cities across the U.S. using ArcGIS and determined the proportion of HOLC
residential security grades contained within the boundaries. We assigned a numerical value to each HOLC risk category as
follows: 1 for “A” grade, 2 for “B” grade, 3 for “C” grade, and 4 for “D”
grade. We calculated a historic redlining score from the summed proportion of
HOLC residential security grades multiplied by a weighting factor based on area
within each census tract. A higher score means greater redlining of the census
tract. Continuous historic redlining score, assessing the degree of
“redlining,” as well as 4 equal interval divisions of redlining, can
be linked to existing data sources by census tract identifier allowing for one
form of structural racism in the housing market to be assessed with a variety
of outcomes. The 2010 files are set to census 2010 tract boundaries. The 2020 files use the new census 2020 tract boundaries, reflecting the increase in the number of tracts from 12,888 in 2010, to 13,488 in 2020. Use the 2010 HRI with decennial census 2010 or ACS 2010-2019 data. As of publication (10/15/2020) decennial census 2020 data for the P1 (population) and H1 (housing) files are available from census. Updated (8/9/2023) - The Historic Redlining Score has been renamed the Historic Redlining Indicator or HRI. The HRI has also been calculated for Census 2000 boundaries.
description: Smallest Geographic Unit: census tract
DOI: 10.15468/dl.r5ach5
title: Occurrence Download

description: A dataset containing 1109053 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is one of (Belgium, Germany, Netherlands)",
 "TaxonKey is one of (Ondatra zibethicus, Myocastor coypus)",
 "OccurrenceStatus is Present"
 ]
}

 The dataset includes 1109053 records from 79 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009020-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.13140/rg.2.2.15424.39684
title: MASK International Journal of Science and Technology
DOI: 10.15468/dl.a7b92n
title: Occurrence Download

description: A dataset containing 834185 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is RB - Coleção do Herbário do Jardim Botânico do Rio de Janeiro"
 ]
}

 The dataset includes 834185 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009034-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.cuqwnr
title: Occurrence Download

description: A dataset containing 1417 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((7.67316 45.01873,7.66975 45.01417,7.67414 45.00419,7.67835 45.00131,7.68365 45.00477,7.684 45.00904,7.67408 45.01931,7.67316 45.01873))",
 "OccurrenceStatus is Present"
 ]
}

 The dataset includes 1417 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009039-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.yx5wxy
title: Occurrence Download

description: A dataset containing 2273 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "Country is Mexico",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Cissus verticillata"
 ]
}

 The dataset includes 2273 records from 83 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009041-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.wgsh49
title: Occurrence Download

description: A dataset containing 5094753 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Spain",
 "Year is 2020"
 ]
}

 The dataset includes 5094753 records from 252 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009025-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.8jtfuu
title: Occurrence Download

description: A dataset containing 316 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "Country is Mexico",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Citharexylum berlandieri"
 ]
}

 The dataset includes 316 records from 33 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009043-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5517/ccsqjff
title: CCDC 736635: Experimental Crystal Structure Determination

description: Related Article: Baojun Shi, Ji Shi, Hongfang Jiang, Guixin Chou, Zhengtao Wang|2013|Fitoterapia|84|11|doi:10.1016/j.fitote.2012.10.005
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.5517/ccst0q9
title: CCDC 739031: Experimental Crystal Structure Determination

description: Related Article: Jing-Wen Ran, Shao-Wen Liu, Peng Wu, Jun Pei|2013|Chin.Chem.Lett.|24|373|doi:10.1016/j.cclet.2013.03.015
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.5517/ccsz1qh
title: CCDC 743867: Experimental Crystal Structure Determination

description: Related Article: Ruo-Bing Shi, Min Pi, Shuang-Shuang Jiang, Yuan-Yuan Wang, Chuan-Ming Jin|2014|J.Mol.Struct.|1071|23|doi:10.1016/j.molstruc.2014.04.049
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.5517/cctck1r
title: CCDC 755874: Experimental Crystal Structure Determination

description: Related Article: Ming-Chang Zhu, Xiao-Ting Cui, Fu-Chen Zhao, Xiao-Yu Ma, Zheng-Bo Han, En-Jun Gao|2015|RSC Advances|5|47798|doi:10.1039/C5RA04972E
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.5517/cctck0q
title: CCDC 755873: Experimental Crystal Structure Determination

description: Related Article: Ming-Chang Zhu, Xiao-Ting Cui, Fu-Chen Zhao, Xiao-Yu Ma, Zheng-Bo Han, En-Jun Gao|2015|RSC Advances|5|47798|doi:10.1039/C5RA04972E
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.5517/cctpdrm
title: CCDC 765351: Experimental Crystal Structure Determination

description: Related Article: Steven A. Tymonko ,  Russell C. Smith ,  Andrea Ambrosi ,  Michael H. Ober ,  Hao Wang ,  and Scott E. Denmark|2015|J.Am.Chem.Soc.|137|6200|doi:10.1021/jacs.5b02518
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.5517/cctpdql
title: CCDC 765350: Experimental Crystal Structure Determination

description: Related Article: Steven A. Tymonko ,  Russell C. Smith ,  Andrea Ambrosi ,  Michael H. Ober ,  Hao Wang ,  and Scott E. Denmark|2015|J.Am.Chem.Soc.|137|6200|doi:10.1021/jacs.5b02518
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.5517/ccdc.csd.cctw8pm
title: CCDC 770991: Experimental Crystal Structure Determination

description: Related Article: Clément Brandel, Yohann Cartigny, Nicolas Couvrat, M. Ermelinda S. Eusébio, João Canotilho, Samuel Petit, and Gérard Coquerel|2015|Chem.Mater.|27|6360|doi:10.1021/acs.chemmater.5b02389
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.