cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.6084/m9.figshare.26076343.v1
title: Evaluation of CITOR NTCP models in HNC patients treated at MDACC

description: <b>Background and purpose:</b> Normal tissue complication probability (NTCP) models can be used to guide radiation therapy (RT) treatment planning and select the optimal technique to minimize side-effects. The comprehensive individual toxicity risk (CITOR) profile encompasses NTCP models for 22 common side-effects experienced by head and neck cancer (HNC) patients. To investigate the generalizability of these models, even with different side-effect assessments, and to promote integration into clinical practice, this study aimed to evaluate the performance of several CITOR models in HNC patients treated with RT at the MD Anderson Cancer Center (MDACC).<b>Material/methods:</b> In total, 407 patients from a prospective registry study with oropharyngeal cancer or an unknown primary HNC tumor treated with definitive RT with or without systemic therapy between 2015 and 2022 were included. NTCP models predicting dysphagia, aspiration, xerostomia, sticky saliva, taste loss, speech problems, oral pain, and fatigue at 6 and 12 months after RT were evaluated. All side-effects were patient-rated using the MDASI-HN, except dysphagia which was reported by clinicians using PSS-HN diet normalcy score. Model performance was appraised by discrimination (area under the curve (AUC)), calibration, and explained variance (R<sup>2</sup>).<b>Results</b>: CITOR models showed moderate-to-high performance in the MDACC cohort (mean AUC=0.67, often slight overestimation of the predicted risk, range R<sup>2</sup>=0.02-0.28). NTCP models for dysphagia, xerostomia, sticky saliva, and fatigue were the top performing models. Models for aspiration, taste loss and speech problems performed moderately well, which was partly explained by lower incidences.<b>Conclusion: </b>Despite differences between the CITOR development and MDACC validation cohorts, including use of different side-effect assessment tools, most models exhibited moderate-to-high performance, demonstrating that the dose-effect relations as described in the models were generalizable. Therefore, this study supports further integration of these NTCP models in clinical practice, especially of the NTCP models predicting dysphagia, xerostomia, sticky saliva, and fatigue.
DOI: 10.15468/dl.a2ajjf
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Navicula germainii Wallace",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "BasisOfRecord is one of (Specimen, Living Specimen, Observation, Human Observation, Machine Observation, Material sample, Literature Occurrence, Material citation, Occurrence evidence)",
 "Geometry POLYGON ((20.529 -24.0715,20.509 -24.0455,20.509 -24.0715,20.529 -24.0715))"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0061026-250525065834625/datasets/export for details.
DOI: 10.6084/m9.figshare.26076343
title: Evaluation of CITOR NTCP models in HNC patients treated at MDACC

description: <b>Background and purpose:</b> Normal tissue complication probability (NTCP) models can be used to guide radiation therapy (RT) treatment planning and select the optimal technique to minimize side-effects. The comprehensive individual toxicity risk (CITOR) profile encompasses NTCP models for 22 common side-effects experienced by head and neck cancer (HNC) patients. To investigate the generalizability of these models, even with different side-effect assessments, and to promote integration into clinical practice, this study aimed to evaluate the performance of several CITOR models in HNC patients treated with RT at the MD Anderson Cancer Center (MDACC).<b>Material/methods:</b> In total, 407 patients from a prospective registry study with oropharyngeal cancer or an unknown primary HNC tumor treated with definitive RT with or without systemic therapy between 2015 and 2022 were included. NTCP models predicting dysphagia, aspiration, xerostomia, sticky saliva, taste loss, speech problems, oral pain, and fatigue at 6 and 12 months after RT were evaluated. All side-effects were patient-rated using the MDASI-HN, except dysphagia which was reported by clinicians using PSS-HN diet normalcy score. Model performance was appraised by discrimination (area under the curve (AUC)), calibration, and explained variance (R<sup>2</sup>).<b>Results</b>: CITOR models showed moderate-to-high performance in the MDACC cohort (mean AUC=0.67, often slight overestimation of the predicted risk, range R<sup>2</sup>=0.02-0.28). NTCP models for dysphagia, xerostomia, sticky saliva, and fatigue were the top performing models. Models for aspiration, taste loss and speech problems performed moderately well, which was partly explained by lower incidences.<b>Conclusion: </b>Despite differences between the CITOR development and MDACC validation cohorts, including use of different side-effect assessment tools, most models exhibited moderate-to-high performance, demonstrating that the dose-effect relations as described in the models were generalizable. Therefore, this study supports further integration of these NTCP models in clinical practice, especially of the NTCP models predicting dysphagia, xerostomia, sticky saliva, and fatigue.
DOI: 10.15468/dl.tv2e6v
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Navicula germainii Wallace",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "BasisOfRecord is one of (Specimen, Living Specimen, Observation, Human Observation, Machine Observation, Material sample, Literature Occurrence, Material citation, Occurrence evidence)",
 "Geometry POLYGON ((25.5395 -23.2724,25.1306 -24.0715,25.5395 -24.0715,25.5395 -23.2724))"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0061027-250525065834625/datasets/export for details.
DOI: 10.15468/dl.5c3wnk
title: Occurrence Download

description: A dataset containing 1677 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Aidablennius sphynx (Valenciennes, 1836)"
 ]
}

 The dataset includes 1677 records from 51 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0061028-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.6xengs
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Navicula germainii Wallace",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "BasisOfRecord is one of (Specimen, Living Specimen, Observation, Human Observation, Machine Observation, Material sample, Literature Occurrence, Material citation, Occurrence evidence)",
 "Geometry POLYGON ((20.2855 -34.7533,20.509 -34.5676,20.509 -32.9007,17.7723 -32.9007,17.8156 -33.0786,18.3471 -33.7176,18.3748 -33.8287,18.2181 -34.0492,18.3197 -34.3408,18.4452 -34.429,18.5435 -34.4213,18.5872 -34.3667,18.5363 -34.167,18.7345 -34.1508,18.7216 -34.3637,18.7808 -34.4521,19.0289 -34.4206,19.0831 -34.4835,19.2655 -34.5017,19.2032 -34.6157,19.2394 -34.6926,19.375 -34.6963,19.6091 -34.8524,19.8251 -34.8396,19.9798 -34.9064,20.1081 -34.8731,20.1517 -34.7847,20.2855 -34.7533))"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0061029-250525065834625/datasets/export for details.
DOI: 10.15468/dl.vpaaau
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Navicula germainii Wallace",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "BasisOfRecord is one of (Specimen, Living Specimen, Observation, Human Observation, Machine Observation, Material sample, Literature Occurrence, Material citation, Occurrence evidence)",
 "Geometry POLYGON ((35.628 -23.023,35.6007 -22.9702,35.6007 -23.165,35.628 -23.023))"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0061030-250525065834625/datasets/export for details.
DOI: 10.15468/dl.mqrvkn
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Navicula germainii Wallace",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "BasisOfRecord is one of (Specimen, Living Specimen, Observation, Human Observation, Machine Observation, Material sample, Literature Occurrence, Material citation, Occurrence evidence)",
 "Geometry POLYGON ((35.6306 -23.844,35.6007 -23.8125,35.6007 -24.0157,35.6306 -23.844))"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0061031-250525065834625/datasets/export for details.
DOI: 10.6084/m9.figshare.29374463
title: Quality Health Information Indicators: A Scoping Review Protocol Advancing the Development and Use of Quality Indicators for the <i>Nature Medicine</i> Commission, <i>Quality Health Information for All</i>

description: This scoping review systematically examines how quality health information is defined, evaluated, and validated within health communication and public health. The review maps studies assessing multiple dimensions, including source credibility, content accuracy, and accessibility. Following JBI methodology and PRISMA-ScR guidelines, a comprehensive search conducted in March 2024 across five databases yielded 8,951 records. After removal of 3,968 duplicates, 4,983 records were screened with final articles screened in June 2025. Title and abstract screening were conducted independently by two co-authors; full-text screening and data extraction followed the same process. Studies were included if they addressed multiple domains and global relevance. Exclusion criteria focused on misinformation-only and clinician-targeted content. Analysis will include quantitative and thematic analysis to identify dominant frameworks, methods, and literature gaps to guide future efforts for equitable access to quality health information. This protocol is a supported effort as part of the <i>Nature Medicine</i> Commission on <i>Quality Health Information for All</i>, co-chaired by Drs. Scott C. Ratzan, Heidi J. Larson, Carolina Batista, and Lawrence O. Gostin, established to promote equitable access to complete, accurate, timely, and evidence- based health information and to affirm health communication as a distinct discipline. The Commission is led by Dr. Ratzan at the CUNY Graduate School of Public Health and Health Policy, with a Co-Secretariat based at the College of Communication and Information Sciences, The University of Alabama, where Dr. Ratzan is also a Senior Fellow of Health Communication. The Commission has three Senior Advisors, including Drs. Rebecca K. Ivic, Kenneth H. Rabin, and Paul E. Kalb, who contribute to advancing its research, policy, and health communication strategies.This scoping review directly supports the Commission’s goals by systematically mapping how quality health information indicators have been defined, assessed, and validated across health communication and public health research. Through synthesizing existing frameworks, evaluation methods, and identifying critical gaps, the review lays the foundation for strengthening global standards and advancing equitable access to trustworthy, reliable and credible health information.
DOI: 10.6084/m9.figshare.29374463.v1
title: Quality Health Information Indicators: A Scoping Review Protocol Advancing the Development and Use of Quality Indicators for the <i>Nature Medicine</i> Commission, <i>Quality Health Information for All</i>

description: This scoping review systematically examines how quality health information is defined, evaluated, and validated within health communication and public health. The review maps studies assessing multiple dimensions, including source credibility, content accuracy, and accessibility. Following JBI methodology and PRISMA-ScR guidelines, a comprehensive search conducted in March 2024 across five databases yielded 8,951 records. After removal of 3,968 duplicates, 4,983 records were screened with final articles screened in June 2025. Title and abstract screening were conducted independently by two co-authors; full-text screening and data extraction followed the same process. Studies were included if they addressed multiple domains and global relevance. Exclusion criteria focused on misinformation-only and clinician-targeted content. Analysis will include quantitative and thematic analysis to identify dominant frameworks, methods, and literature gaps to guide future efforts for equitable access to quality health information. This protocol is a supported effort as part of the <i>Nature Medicine</i> Commission on <i>Quality Health Information for All</i>, co-chaired by Drs. Scott C. Ratzan, Heidi J. Larson, Carolina Batista, and Lawrence O. Gostin, established to promote equitable access to complete, accurate, timely, and evidence- based health information and to affirm health communication as a distinct discipline. The Commission is led by Dr. Ratzan at the CUNY Graduate School of Public Health and Health Policy, with a Co-Secretariat based at the College of Communication and Information Sciences, The University of Alabama, where Dr. Ratzan is also a Senior Fellow of Health Communication. The Commission has three Senior Advisors, including Drs. Rebecca K. Ivic, Kenneth H. Rabin, and Paul E. Kalb, who contribute to advancing its research, policy, and health communication strategies.This scoping review directly supports the Commission’s goals by systematically mapping how quality health information indicators have been defined, assessed, and validated across health communication and public health research. Through synthesizing existing frameworks, evaluation methods, and identifying critical gaps, the review lays the foundation for strengthening global standards and advancing equitable access to trustworthy, reliable and credible health information.
DOI: 10.15468/dl.zpv9av
title: Occurrence Download

description: A dataset containing 56 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Navicula gregaria Donkin",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "BasisOfRecord is one of (Specimen, Living Specimen, Observation, Human Observation, Machine Observation, Material sample, Literature Occurrence, Material citation, Occurrence evidence)",
 "Geometry POLYGON ((30.0251 -31.3959,30.5701 -30.7329,30.5701 -28.5786,25.5395 -28.5786,25.5395 -32.9007,28.2048 -32.9007,28.5753 -32.6569,29.4902 -31.7517,30.0251 -31.3959))"
 ]
}

 The dataset includes 56 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0061032-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.h2839m
title: Occurrence Download

description: A dataset containing 40 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Navicula gregaria Donkin",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "BasisOfRecord is one of (Specimen, Living Specimen, Observation, Human Observation, Machine Observation, Material sample, Literature Occurrence, Material citation, Occurrence evidence)",
 "Geometry POLYGON ((30.5701 -24.0715,25.5395 -24.0715,25.5395 -28.5786,30.5701 -28.5786,30.5701 -24.0715))"
 ]
}

 The dataset includes 40 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0061033-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.kmcbvr
title: Occurrence Download

description: A dataset containing 15051 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "or" : [
 "PublishingCountry is Canada",
 "Country is Canada"
 ]
 },
 "TaxonKey is one of (Solanum dulcamara L.)"
 ]
}

 The dataset includes 15051 records from 82 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0061034-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.fpm9h6
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Navicula gregaria Donkin",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "BasisOfRecord is one of (Specimen, Living Specimen, Observation, Human Observation, Machine Observation, Material sample, Literature Occurrence, Material citation, Occurrence evidence)",
 "Geometry POLYGON ((27.1332 -20.158,25.5395 -23.2724,25.5395 -24.0715,30.5701 -24.0715,30.5701 -20.3186,29.6496 -19.6123,28.947 -19.4003,28.1821 -19.4609,27.6072 -19.7214,27.1332 -20.158))"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0061036-250525065834625/datasets/export for details.
DOI: 10.15468/dl.nfshta
title: Occurrence Download

description: A dataset containing 5 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Navicula gregaria Donkin",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "BasisOfRecord is one of (Specimen, Living Specimen, Observation, Human Observation, Machine Observation, Material sample, Literature Occurrence, Material citation, Occurrence evidence)",
 "Geometry POLYGON ((25.0214 -34.0501,25.5395 -34.1098,25.5395 -32.9007,20.509 -32.9007,20.509 -34.5676,20.524 -34.555,20.8859 -34.5419,20.9606 -34.4398,21.2995 -34.5131,21.5296 -34.4338,21.8696 -34.4439,22.0323 -34.2835,22.221 -34.2428,22.2566 -34.1304,22.5993 -34.0741,22.9652 -34.1674,23.4069 -34.1858,23.4955 -34.0792,23.6056 -34.0563,24.8471 -34.2877,24.9447 -34.2397,25.0214 -34.0501))"
 ]
}

 The dataset includes 5 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0061037-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.bxj3yt
title: Occurrence Download

description: A dataset containing 44 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Navicula gregaria Donkin",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "BasisOfRecord is one of (Specimen, Living Specimen, Observation, Human Observation, Machine Observation, Material sample, Literature Occurrence, Material citation, Occurrence evidence)",
 "Geometry POLYGON ((32.064 -28.9416,32.4847 -28.5786,30.5701 -28.5786,30.5701 -30.7329,30.6252 -30.6659,31.4179 -29.4257,31.8178 -29.0299,32.064 -28.9416))"
 ]
}

 The dataset includes 44 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0061038-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.g5b3ns
title: Occurrence Download

description: A dataset containing 37263314 species occurrences available in GBIF matching the query:
{
 "or" : [
 "PublishingCountry is Colombia",
 {
 "and" : [
 "Country is Colombia",
 {
 "not" : {
 "Issue" : [
 "is Country coordinate mismatch"
 ]
 }
 }
 ]
 }
 ]
}

 The dataset includes 37263314 records from 4920 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0061025-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.b4yafy
title: Occurrence Download

description: A dataset containing 20122 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is A dataset of marine macroinvertebrate diversity from Mozambique and São Tomé and Príncipe"
 ]
}

 The dataset includes 20122 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001695-250127130748423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.hns6z3
title: Occurrence Download

description: A dataset containing 105 records in GBIF matching the query:
SELECT 
 v_basisofrecord, 
 basisofrecord, 
 COUNT(*) AS occ_count
FROM 
 occurrence
WHERE 
 basisofrecord = 'PRESERVED_SPECIMEN'
GROUP BY 
 v_basisofrecord, 
 basisofrecord
ORDER BY 
 occ_count DESC;


 The dataset's 105 records were derived from 8314 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001687-250127130748423/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/9763026
title: Trending Youtube Video Statistics (113 Countries)
DOI: 10.48597/744b-er4w
title: Precipitation_amount at Råö

description: Measurement of Precipitation_amount at Råö
DOI: 10.48597/f22c-tnss
title: Inorganics in precipitation at Råö

description: Measurement of Inorganics in precipitation at Råö
DOI: 10.48597/ueuw-jkm6
title: Measurement of Precipitation_amount at Råö

description: Measurement of Precipitation_amount at Råö
DOI: 10.48597/pehq-wrjv
title: Measurement of Inorganics in precipitation at Råö

description: Measurement of Inorganics in precipitation at Råö
DOI: 10.48597/yxa2-etcy
title: Inorganics in precipitation at Råö

description: Measurement of Inorganics in precipitation at Råö
DOI: 10.48597/hvn3-8wk4
title: Measurement of Inorganics in precipitation at Råö

description: Measurement of Inorganics in precipitation at Råö
DOI: 10.48597/4xf2-js3z
title: Measurement of Sulphate_corrected at Råö

description: Measurement of Sulphate_corrected at Råö
DOI: 10.48597/s64r-p2gf
title: Sulphate_corrected at Råö

description: Measurement of Sulphate_corrected at Råö
DOI: 10.48597/mxsa-tv36
title: Measurement of Inorganics in precipitation at Råö

description: Measurement of Inorganics in precipitation at Råö
DOI: 10.5518/624
title: Stratification of decellularised porcine super flexor tendon for ACL replacement

description: The following dataset contains instron testing data pertaining to the mechanical testing of decellularised porcine flexor tendons and the parameters that were extracted from that data.
DOI: 10.15468/dl.qtmujp
title: Occurrence Download

description: A dataset containing 49578 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Quercus pyrenaica Willd."
 ]
}

 The dataset includes 49578 records from 469 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012010-241024112534372/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.d6rnam
title: Occurrence Download

description: A dataset containing 572461 species occurrences available in GBIF matching the query:
{
 "Country" : [
 "is Côte d’Ivoire"
 ]
}

 The dataset includes 572461 records from 731 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012007-241024112534372/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.