cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.c4neny
title: Occurrence Download

description: A dataset containing 100 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Toxabramis houdemeri Pellegrin, 1932"
 ]
}

 The dataset includes 100 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0340345-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25549/pcra-c14-183728
title: Proydennyy put' = [Distance travelled], 2005

description: [description english/roman)] Nikolai Egorov. Proydennyy put' = [Distance travelled]. Maloyaroslavets, Russia: Evangelist Publishing, 2005.
DOI: 10.15468/dl.57ex5p
title: Occurrence Download

description: A dataset containing 710 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Anneissia bennetti (Müller, 1841)"
 ]
}

 The dataset includes 710 records from 40 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0053593-231120084113126/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25549/pcra-c14-183614
title: Proydennyy put' = [Distance travelled], 2005

description: [description english/roman)] Nikolai Egorov. Proydennyy put' = [Distance travelled]. Maloyaroslavets, Russia: Evangelist Publishing, 2005.
DOI: 10.15468/dl.296zhb
title: Occurrence Download

description: A dataset containing 6 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Schistura schultzi (Smith, 1945)"
 ]
}

 The dataset includes 6 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0340352-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.5r3xxp
title: Occurrence Download

description: A dataset containing 86957 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-87.51837 19.29755,-87.40551 19.59226,-87.62255 19.61679,-87.79618 19.71489,-88.21289 19.1828,-88.37783 18.82163,-88.42124 18.59962,-88.2042 18.69011,-88.01321 18.83807,-87.98717 18.61608,-87.85799 18.317,-87.52809 18.62167,-87.41523 19.08175,-87.51837 19.29755))",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present"
 ]
}

 The dataset includes 86957 records from 269 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011259-231002084531237/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25549/pcra-c14-183685
title: Proydennyy put' = [Distance travelled], 2005

description: [description english/roman)] Nikolai Egorov. Proydennyy put' = [Distance travelled]. Maloyaroslavets, Russia: Evangelist Publishing, 2005.
DOI: 10.15468/dl.csazav
title: Occurrence Download

description: A dataset containing 15 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Alchemilla squarrosula Buser"
 ]
}

 The dataset includes 15 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009272-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.56mjwm
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Eptesicus pachyotis (Dobson, 1871)"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0350027-210914110416597/datasets/export for details.
DOI: 10.15468/dl.scezjd
title: Occurrence Download

description: A dataset containing 15 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is China",
 "TaxonKey is Epilobium sikkimense Hausskn.",
 "Year 2001-2018"
 ]
}

 The dataset includes 15 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010913-231002084531237/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25549/pcra-c14-182007
title: Primiritel' = [Reconciler], 1993, no. 1-2, whole no. 8-9

description: [description english/roman)] Primiritel', 1993, no. 1-2, obshchiy no. 8-9 = [Reconciler], 1993, no. 1-2, whole no. 8-9. Founded in 1929, relaunched in 1991.
DOI: 10.15468/dl.xkwvw5
title: Occurrence Download

description: A dataset containing 6516 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Columbina inca (R.Lesson, 1847)",
 "HasCoordinate is True",
 "Country is United States of America",
 "Year is greater than or equal to 1999",
 "Year is less than or equal to 2001",
 "Month is greater than or equal to January",
 "Month is less than or equal to December",
 "HasGeospatialIssue is False",
 "DecimalLatitude is greater than or equal to 24.5",
 "DecimalLatitude is less than or equal to 49.5",
 "DecimalLongitude is greater than or equal to -125.0",
 "DecimalLongitude is less than or equal to -66.5"
 ]
}

 The dataset includes 6516 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0366094-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25549/pcra-c14-182006
title: Primiritel' = [Reconciler], 1993, no. 1-2, whole no. 8-9

description: [description english/roman)] Primiritel', 1993, no. 1-2, obshchiy no. 8-9 = [Reconciler], 1993, no. 1-2, whole no. 8-9. Founded in 1929, relaunched in 1991.
DOI: 10.15468/dl.pc8rq6
title: Occurrence Download

description: A dataset containing 614 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Observation, Machine Observation, Human Observation, Material sample, Material citation, Specimen, Fossil, Living Specimen, Occurrence evidence)",
 "Geometry POLYGON((-72.38948 5.32177,-72.38972 5.32098,-72.38891 5.3201,-72.38792 5.32082,-72.38741 5.32172,-72.38803 5.32244,-72.38948 5.32177))"
 ]
}

 The dataset includes 614 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010173-231002084531237/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.2xc4zb
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Askellia benthamii (C.B.Clarke) Sennikov",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0257035-210914110416597/datasets/export for details.
DOI: 10.25549/pcra-c14-182074
title: Primiritel' = [Reconciler], 1993, no. 6, whole no. 13

description: [description english/roman)] Primiritel', 1993, no. 6, obshchiy no. 13 = [Reconciler], 1993, no. 6, whole no. 13. Founded in 1929, relaunched in 1991.
DOI: 10.15468/dl.dnvcbm
title: Occurrence Download

description: A dataset containing 222 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 }
 ]
 },
 "Locality is Langli",
 "TaxonKey is Plantae"
 ]
}

 The dataset includes 222 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011254-231002084531237/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.9cbk7f
title: Occurrence Download

description: A dataset containing 4101 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Zoropsis spinimana (Dufour, 1820))",
 "Geometry POLYGON((-9.36035 44.71551,-10.59082 42.81152,-11.82129 36.80928,-7.69043 36.17336,-3.38379 35.88905,3.12012 38.13456,9.18457 38.20366,11.7334 37.16032,12.78809 34.74161,17.09473 33.79741, 23.15918 34.23451,30.10254 32.62087,33.2666 32.99024,35.72754 35.03,33.00293 35.53223,28.69629 35.17381,28.34473 36.31513,25.7959 37.50973,24.91699 39.90974,28.78418 40.6473,30.71777 41.17865,36.87012 45.213,38.18848 46.98025,38.71582 47.7541,39.94629 47.93107,40.20996 49.61071,37.0459 50.34546,35.72754 50.40152,33.79395 52.26816,31.68457 51.94426,31.4209 53.27835,32.56348 53.43572,30.98145 54.77535,30.89355 55.52863,28.43262 56.02295,27.20215 57.65716,27.37793 58.30949,27.90527 59.17593,29.66309 59.88894,27.6416 60.58697,31.50879 62.75473,28.78418 69.83962,30.89355 70.28912,29.22363 71.55274,21.75293 71.30079,14.28223 70.14036,11.38184 67.47492,4.87793 63.66576,-5.53711 71.52491,-10.63477 71.69129,-21.5332 67.74276,-28.56445 65.36684,-24.3457 61.35461,-9.36035 44.71551))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 1980",
 "Year is less than or equal to 2021"
 ]
}

 The dataset includes 4101 records from 93 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0257031-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25549/pcra-c14-183791
title: Istoriya Yevangel'sko-Baptistskogo Dvizhenni v Ukraine = [History of the Evangelical Baptist movement in Ukraine], 1998

description: [description english/roman)] S.I. Golovashchenko, compiler. Istoriya Yevangel'sko-Baptistskogo Dvizhenni v Ukraine: materialy i dokumenty = [History of the Evangelical Baptist movement in Ukraine: materials and documents]. Odessa, Ukraine: Bogomysliye [Thoughts of God], 1998.
DOI: 10.15468/dl.bjgxx7
title: Occurrence Download

description: A dataset containing 101 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 }
 ]
 },
 "Locality is Texel",
 "TaxonKey is Plantae"
 ]
}

 The dataset includes 101 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011276-231002084531237/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.vnhmpd
title: Occurrence Download

description: A dataset containing 85 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Zorochros flavipes (Aubé, 1850))",
 "Geometry POLYGON((-9.36035 44.71551,-10.59082 42.81152,-11.82129 36.80928,-7.69043 36.17336,-3.38379 35.88905,3.12012 38.13456,9.18457 38.20366,11.7334 37.16032,12.78809 34.74161,17.09473 33.79741, 23.15918 34.23451,30.10254 32.62087,33.2666 32.99024,35.72754 35.03,33.00293 35.53223,28.69629 35.17381,28.34473 36.31513,25.7959 37.50973,24.91699 39.90974,28.78418 40.6473,30.71777 41.17865,36.87012 45.213,38.18848 46.98025,38.71582 47.7541,39.94629 47.93107,40.20996 49.61071,37.0459 50.34546,35.72754 50.40152,33.79395 52.26816,31.68457 51.94426,31.4209 53.27835,32.56348 53.43572,30.98145 54.77535,30.89355 55.52863,28.43262 56.02295,27.20215 57.65716,27.37793 58.30949,27.90527 59.17593,29.66309 59.88894,27.6416 60.58697,31.50879 62.75473,28.78418 69.83962,30.89355 70.28912,29.22363 71.55274,21.75293 71.30079,14.28223 70.14036,11.38184 67.47492,4.87793 63.66576,-5.53711 71.52491,-10.63477 71.69129,-21.5332 67.74276,-28.56445 65.36684,-24.3457 61.35461,-9.36035 44.71551))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 1980",
 "Year is less than or equal to 2021"
 ]
}

 The dataset includes 85 records from 12 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0257028-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25549/pcra-c14-183918
title: Istoriya Yevangel'sko-Baptistskogo Dvizhenni v Ukraine = [History of the Evangelical Baptist movement in Ukraine], 1998

description: [description english/roman)] S.I. Golovashchenko, compiler. Istoriya Yevangel'sko-Baptistskogo Dvizhenni v Ukraine: materialy i dokumenty = [History of the Evangelical Baptist movement in Ukraine: materials and documents]. Odessa, Ukraine: Bogomysliye [Thoughts of God], 1998.
DOI: 10.25549/pcra-c14-182112
title: Primiritel' = [Reconciler], 1994, no. 1, whole no. 14

description: [description english/roman)] Primiritel', 1994, no. 1, obshchiy no. 14 = [Reconciler], 1994, no. 1, whole no. 14. Founded in 1929, relaunched in 1991.
DOI: 10.15468/dl.5h64tu
title: Occurrence Download

description: A dataset containing 918 species occurrences available in GBIF matching the query:
{
 "and" : [
 "DatasetKey is Diversidad potencial del Reino Fungi (macrohongos y líquenes) en el Sistema de Información en Biodiversidad para Aysén (SIB-Aysén), Chile",
 "Geometry POLYGON((-75.29263 -48.88809,-71.17464 -48.88809,-71.17464 -43.90891,-75.29263 -43.90891,-75.41961 -47.83903,-75.29263 -48.88809))",
 "HasCoordinate is true",
 "TaxonKey is Ascomycota"
 ]
}

 The dataset includes 918 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005270-231120084113126/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.asxxb9
title: Occurrence Download

description: A dataset containing 6890 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Falco cherrug J.E.Gray, 1834"
 ]
}

 The dataset includes 6890 records from 76 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0273449-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25549/pcra-c14-182115
title: Primiritel' = [Reconciler], 1994, no. 1, whole no. 14

description: [description english/roman)] Primiritel', 1994, no. 1, obshchiy no. 14 = [Reconciler], 1994, no. 1, whole no. 14. Founded in 1929, relaunched in 1991.
DOI: 10.15468/dl.hhq9bm
title: Occurrence Download

description: A dataset containing 154925 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Prunus serotina Ehrh.)",
 "HasCoordinate is true",
 "Geometry POLYGON ((25.280527 74.385866, 34 74.516506, 34 35.773364, 32.861584 35.588421, 26.375071 34.609982, 22.816449 34.504241, 13.627633 36.690862, 10.001544 38.719154, -0.356862 36.404548, -9.323257 35.627079, -12.292937 57.408982, 25.280527 74.385866))"
 ]
}

 The dataset includes 154925 records from 289 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010186-231002084531237/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.wxdf4c
title: Occurrence Download

description: A dataset containing 412 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Euphrasia hudsoniana Fernald & Wiegand"
 ]
}

 The dataset includes 412 records from 32 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0207099-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25549/pcra-c14-182105
title: Primiritel' = [Reconciler], 1994, no. 1, whole no. 14

description: [description english/roman)] Primiritel', 1994, no. 1, obshchiy no. 14 = [Reconciler], 1994, no. 1, whole no. 14. Founded in 1929, relaunched in 1991.
DOI: 10.15468/dl.ankgmm
title: Occurrence Download

description: A dataset containing 1284208 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "Country is Philippines"
 ]
}

 The dataset includes 1284208 records from 951 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011623-230918134249559/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.g32qng
title: Occurrence Download

description: A dataset containing 2419 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Arachniodes standishii (T.Moore) Ohwi",
 "Year is greater than or equal to 1980",
 "Year is less than or equal to 2010",
 "HasCoordinate is true"
 ]
}

 The dataset includes 2419 records from 41 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005622-250415084134356/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.15240810
title: Simplifying healthcare communication: Evaluating AI-driven plain language editing of informed consent forms

description: This repository contains the supplementary materials for the study "Simplifying healthcare communication: Evaluating AI-driven plain language editing of informed consent forms", presented at the [AI4PL Workshop of the MT Summit Conference, 2025].

The study investigates how generative AI can be used to simplify cancer-related informed consent forms (ICFs) using Plain Language (PL) strategies. Two prompt engineering approaches were tested—Simple AI Edit and Complex AI Edit—and their output was evaluated using standard readability metrics.

The materials provided allow full replication of the study and support further research on readability, health literacy, and AI for accessible communication.

Contents:📁 Corpus - Informed Consent Forms.zip:





Original ICFs (in TXT format)




AI-edited versions using the Simple AI Edit and Complex AI Edit strategies



📄 data_analysis.xlsx:





Readability scores (Flesch Reading Ease, Gunning Fog Index, and SMOG Index) for each version of each ICF



📓 AI4PL_Paper_in_MT_summit.ipynb:





Google Colab / Jupyter Notebook to reproduce the readability evaluation and generate visualisations




The notebook is accessible here: https://colab.research.google.com/drive/1YMVUk7yDbTMjea3eCseUacp6EWI5MbHn?usp=sharing 



How to cite:Briva-Iglesias, V., & Peñuelas Gil, I. (2025). Simplifying healthcare communication: Evaluating AI-driven plain language editing of informed consent forms.  MT Summit 2025.
DOI: 10.5281/zenodo.15240809
title: Simplifying healthcare communication: Evaluating AI-driven plain language editing of informed consent forms

description: This repository contains the supplementary materials for the study "Simplifying healthcare communication: Evaluating AI-driven plain language editing of informed consent forms", presented at the [AI4PL Workshop of the MT Summit Conference, 2025].

The study investigates how generative AI can be used to simplify cancer-related informed consent forms (ICFs) using Plain Language (PL) strategies. Two prompt engineering approaches were tested—Simple AI Edit and Complex AI Edit—and their output was evaluated using standard readability metrics.

The materials provided allow full replication of the study and support further research on readability, health literacy, and AI for accessible communication.

Contents:📁 Corpus - Informed Consent Forms.zip:





Original ICFs (in TXT format)




AI-edited versions using the Simple AI Edit and Complex AI Edit strategies



📄 data_analysis.xlsx:





Readability scores (Flesch Reading Ease, Gunning Fog Index, and SMOG Index) for each version of each ICF



📓 AI4PL_Paper_in_MT_summit.ipynb:





Google Colab / Jupyter Notebook to reproduce the readability evaluation and generate visualisations




The notebook is accessible here: https://colab.research.google.com/drive/1YMVUk7yDbTMjea3eCseUacp6EWI5MbHn?usp=sharing 



How to cite:Briva-Iglesias, V., & Peñuelas Gil, I. (2025). Simplifying healthcare communication: Evaluating AI-driven plain language editing of informed consent forms.  MT Summit 2025.
DOI: 10.15156/bio/sh1075794.10fu
title: SH1075794.10FU

description: UNITE provides a unified way for delimiting, identifying, communicating, and working with DNA-based Species Hypotheses (SH). All fungal ITS sequences in the international nucleotide sequence databases are clustered to approximately the species level by applying a set of dynamic distance values (<0.5 - 3.0%). All species hypotheses are given a unique, stable name in the form of a DOI, and their taxonomic and ecological annotations are verified through distributed, web-based third-party annotation efforts. SHs are connected to a taxon name and its classification as far as possible (phylum, class, order, etc.) by taking into account identifications for all sequences in the SH. An automatically or manually designated sequence is chosen to represent each such SH. These sequences are released (https://unite.ut.ee/repository.php) for use by the scientific community in, for example, local sequence similarity searches and next-generation sequencing analysis pipelines. The system and the data are updated automatically as the number of public fungal ITS sequences grows.
DOI: 10.15156/bio/sh1075795.10fu
title: SH1075795.10FU

description: UNITE provides a unified way for delimiting, identifying, communicating, and working with DNA-based Species Hypotheses (SH). All fungal ITS sequences in the international nucleotide sequence databases are clustered to approximately the species level by applying a set of dynamic distance values (<0.5 - 3.0%). All species hypotheses are given a unique, stable name in the form of a DOI, and their taxonomic and ecological annotations are verified through distributed, web-based third-party annotation efforts. SHs are connected to a taxon name and its classification as far as possible (phylum, class, order, etc.) by taking into account identifications for all sequences in the SH. An automatically or manually designated sequence is chosen to represent each such SH. These sequences are released (https://unite.ut.ee/repository.php) for use by the scientific community in, for example, local sequence similarity searches and next-generation sequencing analysis pipelines. The system and the data are updated automatically as the number of public fungal ITS sequences grows.
DOI: 10.15156/bio/sh1075796.10fu
title: SH1075796.10FU

description: UNITE provides a unified way for delimiting, identifying, communicating, and working with DNA-based Species Hypotheses (SH). All fungal ITS sequences in the international nucleotide sequence databases are clustered to approximately the species level by applying a set of dynamic distance values (<0.5 - 3.0%). All species hypotheses are given a unique, stable name in the form of a DOI, and their taxonomic and ecological annotations are verified through distributed, web-based third-party annotation efforts. SHs are connected to a taxon name and its classification as far as possible (phylum, class, order, etc.) by taking into account identifications for all sequences in the SH. An automatically or manually designated sequence is chosen to represent each such SH. These sequences are released (https://unite.ut.ee/repository.php) for use by the scientific community in, for example, local sequence similarity searches and next-generation sequencing analysis pipelines. The system and the data are updated automatically as the number of public fungal ITS sequences grows.