cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.6084/m9.figshare.29267117
title: Supplementary data: Resource utilization and economic outcomes following repetitive transcranial magnetic stimulation for treatment-resistant depression: a retrospective observational analysis

description: <b>These are peer-reviewed supplementary materials for the article</b><b> </b><b>'</b><b>Resource utilization and economic outcomes following repetitive transcranial magnetic stimulation for treatment-resistant depression: a retrospective observational analysis</b><b>'</b><b> </b><b>published in the</b><b> </b><b><i>Journal of Comparative Effectiveness Research</i></b><b>.</b><b>Supplementary table 1: </b>Minimum, Median and Maximum Healthcare Costs for Patient Cohort <br><br><b>Aim:</b> We investigated the impact of repetitive transcranial magnetic stimulation (rTMS) for treatmentresistant depression on healthcare resource utilization as well as commercial and Medicare Fee-for-Service payer costs. <b>Materials & methods: </b>We conducted a retrospective observational analysis of claims data using Medicare Fee-for-Service datasets and commercial (Merative MarketScan Research Databases) datasets from 1 January 2021 to 30 September 2023. We identified two cohorts, a cohort that received rTMS and a cohort not treated with rTMS over an 18-month period. We used propensity score matching to balance the baseline characteristics of the cohorts, and we calculated the total cost of care based on payer allowed amounts from Merative MarketScan Research Databases and Standard Analytical Files.<b> Results:</b> Relative to the non-TMS cohort, the rTMS cohort incurred 37% more hospital outpatient visits (14.00 vs 10.21; p ≤ 0.0001) with 7% higher outpatient cost ($8946 vs $8363; p = 0.3400). Simultaneously, the rTMS cohort incurred 24% fewer inpatient admissions (0.25 vs 0.33; p = 0.0003) with 19% lower inpatient admission costs ($5666 vs $6978; p = 0.0392), 48% fewer emergency room visits (0.27 vs 0.53; p ≤ 0.0001) with 34% lower emergency room costs ($322 vs $487; p ≤ 0.0001), and $893 less in episode of care costs. <b>Conclusion: </b>This study suggests that patientswho receive rTMS for treatment-resistant depression required fewer high acuity hospital visits and incurred less expensive episode-of-care costs compared with patients who do not receive rTMS. From this perspective, rTMS is an investment that returns health and economic dividends through fewer high acuity hospital visits.
DOI: 10.6084/m9.figshare.29267117.v1
title: Supplementary data: Resource utilization and economic outcomes following repetitive transcranial magnetic stimulation for treatment-resistant depression: a retrospective observational analysis

description: <b>These are peer-reviewed supplementary materials for the article</b><b> </b><b>'</b><b>Resource utilization and economic outcomes following repetitive transcranial magnetic stimulation for treatment-resistant depression: a retrospective observational analysis</b><b>'</b><b> </b><b>published in the</b><b> </b><b><i>Journal of Comparative Effectiveness Research</i></b><b>.</b><b>Supplementary table 1: </b>Minimum, Median and Maximum Healthcare Costs for Patient Cohort <br><br><b>Aim:</b> We investigated the impact of repetitive transcranial magnetic stimulation (rTMS) for treatmentresistant depression on healthcare resource utilization as well as commercial and Medicare Fee-for-Service payer costs. <b>Materials & methods: </b>We conducted a retrospective observational analysis of claims data using Medicare Fee-for-Service datasets and commercial (Merative MarketScan Research Databases) datasets from 1 January 2021 to 30 September 2023. We identified two cohorts, a cohort that received rTMS and a cohort not treated with rTMS over an 18-month period. We used propensity score matching to balance the baseline characteristics of the cohorts, and we calculated the total cost of care based on payer allowed amounts from Merative MarketScan Research Databases and Standard Analytical Files.<b> Results:</b> Relative to the non-TMS cohort, the rTMS cohort incurred 37% more hospital outpatient visits (14.00 vs 10.21; p ≤ 0.0001) with 7% higher outpatient cost ($8946 vs $8363; p = 0.3400). Simultaneously, the rTMS cohort incurred 24% fewer inpatient admissions (0.25 vs 0.33; p = 0.0003) with 19% lower inpatient admission costs ($5666 vs $6978; p = 0.0392), 48% fewer emergency room visits (0.27 vs 0.53; p ≤ 0.0001) with 34% lower emergency room costs ($322 vs $487; p ≤ 0.0001), and $893 less in episode of care costs. <b>Conclusion: </b>This study suggests that patientswho receive rTMS for treatment-resistant depression required fewer high acuity hospital visits and incurred less expensive episode-of-care costs compared with patients who do not receive rTMS. From this perspective, rTMS is an investment that returns health and economic dividends through fewer high acuity hospital visits.
DOI: 10.34740/kaggle/dsv/12116080
title: Peer-to-Peer Boliviano (BOB) Exchange Data
DOI: 10.25403/upresearchdata.29264264
title: How academic, professional, social, and psychological identities intersect and differ between working and non-working postgraduate students in South African universities

description: The datasets comprise qualitative data collected through semi-structured interviews with postgraduate students from various South African universities, focusing on working and non-working students enrolled in taught or coursework master's programs. The primary aim of the datasets is to explore students’ intersecting identities (academic, professional, social, and psychological) and to document their experiences, challenges, and support needs throughout their academic journey. Data collection involved in-depth interviews guided by an interview protocol designed to elicit rich, narrative responses about students’ perceptions, roles, and interactions within university settings and beyond. The interviews captured nuanced insights into how students navigate their multiple identities, manage work-study demands, and access institutional support. These datasets are suitable for researchers interested in higher education studies, identity theory, work-study balance, or support mechanisms in academic contexts. The data are organised into themes reflecting students’ experiences and perceptions, which have been analysed using thematic analysis techniques. The datasets are significant for comparative analyses, longitudinal perspectives, or exploring intersecting identities in diverse educational environments. They are part of a broader study aimed at informing strategies to improve postgraduate student support services and understanding the complex realities faced by working and non-working postgraduate learners.
DOI: 10.25403/upresearchdata.29264264.v1
title: How academic, professional, social, and psychological identities intersect and differ between working and non-working postgraduate students in South African universities

description: The datasets comprise qualitative data collected through semi-structured interviews with postgraduate students from various South African universities, focusing on working and non-working students enrolled in taught or coursework master's programs. The primary aim of the datasets is to explore students’ intersecting identities (academic, professional, social, and psychological) and to document their experiences, challenges, and support needs throughout their academic journey. Data collection involved in-depth interviews guided by an interview protocol designed to elicit rich, narrative responses about students’ perceptions, roles, and interactions within university settings and beyond. The interviews captured nuanced insights into how students navigate their multiple identities, manage work-study demands, and access institutional support. These datasets are suitable for researchers interested in higher education studies, identity theory, work-study balance, or support mechanisms in academic contexts. The data are organised into themes reflecting students’ experiences and perceptions, which have been analysed using thematic analysis techniques. The datasets are significant for comparative analyses, longitudinal perspectives, or exploring intersecting identities in diverse educational environments. They are part of a broader study aimed at informing strategies to improve postgraduate student support services and understanding the complex realities faced by working and non-working postgraduate learners.
DOI: 10.15468/dl.mfe69y
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Capensibufo deceptus Channing, Measey, De Villiers, Turner & Tolley, 2017",
 "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 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0032550-250525065834625/datasets/export for details.
DOI: 10.7910/dvn/hjwuf0
title: Dementia-related death statistics in Korea between 2013 and 2023

description: Dementia-related death statistics in Korea between 2013 and 2023
DOI: 10.7910/dvn/x057vj
title: Reflections on 25 hours a day at Ewha Womans University College of Medicine from August 2021 to January 2025: a dean’s farewell message

description: Reflections on 25 hours a day at Ewha Womans University College of Medicine from August 2021 to January 2025: a dean’s farewell message
DOI: 10.25914/tqk2-za58
title: NARCliM2.0 south-east Australia dynamically downscaled inner domain (4km) from NorESM2-MM SSP245 using WRF412R3
DOI: 10.7910/dvn/jsbq32
title: Ewha Medical Journal passed the scientific evaluation by PubMed Central and succeeded in being included in DOAJ, but failed to be accepted by Scopus

description: Supplement 1. 165 journals in NLM Catalog (https://www.ncbi.nlm.nih.gov/nlmcatalog) found with the search term, “journalspmc AND Korea [country]”.
Supplement 2. Letter from Scopus Title Evaluation team.
DOI: 10.25914/fyem-7e39
title: NARCliM2.0 Australasia (AUS-18) dynamically downscaled from MPI-ESM1-2-HR SSP245 using WRF412R55
DOI: 10.25914/0afa-ze67
title: NARCliM2.0 Australasia (AUS-18) dynamically downscaled from EC-Earth3-Veg SSP245 using WRF412R3
DOI: 10.15468/dl.qug6ex
title: Occurrence Download

description: A dataset containing 5115 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is IBF Monitoring of Lichens"
 ]
}

 The dataset includes 5115 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0032551-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.kfxkf2
title: Occurrence Download

description: A dataset containing 20 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Human Observation, Specimen)",
 "Country is one of (Mexico, Nicaragua, Honduras, El Salvador, Guatemala, Belize, Costa Rica, Panama, United States of America, Canada)",
 "OccurrenceStatus is Present",
 "TaxonKey is Galeopsis speciosa Mill.",
 "Year 1900-2025"
 ]
}

 The dataset includes 20 records from 11 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0032552-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25914/t7rj-0157
title: NARCliM2.0 Australasia (AUS-18) dynamically downscaled from UKESM1-0-LL SSP245 using WRF412R55
DOI: 10.15468/dl.echpm7
title: Occurrence Download

description: A dataset containing 11929 records in GBIF matching the query:
SELECT
 kingdom,
 kingdomkey,
 phylum,
 phylumkey,
 class,
 classkey,
 "order",
 orderkey,
 family,
 familykey,
 genus,
 genuskey,
 species,
 specieskey,
 "year",
 IF(ISNULL(kingdomkey), NULL, SUM(COUNT(*)) OVER (
 PARTITION BY kingdomkey, "year")) kingdomcount,
 IF(ISNULL(phylumkey), NULL, SUM(COUNT(*)) OVER (
 PARTITION BY phylumkey, "year")) phylumcount,
 IF(ISNULL(classkey), NULL, SUM(COUNT(*)) OVER (
 PARTITION BY classkey, "year")) classcount,
 IF(ISNULL(orderkey), NULL, SUM(COUNT(*)) OVER (
 PARTITION BY orderkey, "year")) ordercount,
 IF(ISNULL(familykey), NULL, SUM(COUNT(*)) OVER (
 PARTITION BY familykey, "year")) familycount,
 IF(ISNULL(genuskey), NULL, SUM(COUNT(*)) OVER (
 PARTITION BY genuskey, "year")) genuscount,
 COUNT(*) occurrences,
 MIN(GBIF_TEMPORALUNCERTAINTY(eventdate, eventtime)) mintemporaluncertainty,
 MIN(COALESCE(coordinateuncertaintyinmeters, 1000)) mincoordinateuncertaintyinmeters
FROM
 occurrence
WHERE
 occurrence.countrycode = 'TL'
 AND occurrence.occurrencestatus = 'PRESENT'
 AND (occurrence."year" &gt;= 2000 AND occurrence."year" &lt;= 2025)
 AND occurrence.hasgeospatialissues = FALSE
 AND NOT GBIF_STRINGARRAYCONTAINS(occurrence.issue, 'TAXON_MATCH_FUZZY', TRUE)
 AND (occurrence.distancefromcentroidinmeters &gt;= 2000.0 OR occurrence.distancefromcentroidinmeters IS NULL)
 AND NOT occurrence.basisofrecord IN ('FOSSIL_SPECIMEN', 'LIVING_SPECIMEN')
 AND (occurrence.specieskey IS NOT NULL AND occurrence."year" IS NOT NULL)
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"

 The dataset's 11929 records were derived from 65 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0032541-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.7w9rae
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Capensibufo deceptus Channing, Measey, De Villiers, Turner & Tolley, 2017",
 "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 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0032553-250525065834625/datasets/export for details.
DOI: 10.25914/2cdt-1x81
title: NARCliM2.0 Australasia (AUS-18) dynamically downscaled from MPI-ESM1-2-HR SSP245 using WRF412R3
DOI: 10.25914/pjp9-f621
title: NARCliM2.0 Australasia (AUS-18) dynamically downscaled from EC-Earth3-Veg SSP245 using WRF412R55
DOI: 10.15468/dl.wcqfsv
title: Occurrence Download

description: A dataset containing 9461179 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is China",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 9461179 records from 2945 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0032538-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.f0jx75
title: Occurrence Download

description: A dataset containing 4596 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Prunus dulcis (Mill.) D.A.Webb",
 "HasGeospatialIssue is false",
 "HasCoordinate is true"
 ]
}

 The dataset includes 4596 records from 75 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0072168-160910150852091/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.bzpw1q
title: Occurrence Download

description: A dataset containing 1268 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Lumnitzera racemosa Willd."
 ]
}

 The dataset includes 1268 records from 37 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0018565-160910150852091/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.w8dfwk
title: Occurrence Download

description: A dataset containing 719206 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-112.45995 33.583,-112.18304 33.58301,-112.32149 40.26801,-112.36746 40.26801,-112.45995 33.583))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present"
 ]
}

 The dataset includes 719206 records from 298 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0020556-231120084113126/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ymzp6b
title: Occurrence Download

description: A dataset containing 104 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Citrus paradisii Macfad.",
 "HasGeospatialIssue is false",
 "HasCoordinate is true"
 ]
}

 The dataset includes 104 records from 22 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0072170-160910150852091/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.1otmsd
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 2015",
 "Month is greater than or equal to December",
 "Country is Mexico",
 "TaxonKey is Charadriiformes"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0018568-151016162008034/datasets/export for details.
DOI: 10.15468/dl.6krzdk
title: Occurrence Download

description: A dataset containing 3660893 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Buteo lineatus (Gmelin, 1788)"
 ]
}

 The dataset includes 3660893 records from 156 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0015563-231120084113126/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ah48ya
title: Occurrence Download

description: A dataset containing 2 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Lupinus cesar-vargasii C.P.Sm."
 ]
}

 The dataset includes 2 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0174529-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.aclnry
title: Occurrence Download

description: A dataset containing 31051 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Olea europaea L.",
 "HasGeospatialIssue is false",
 "HasCoordinate is true"
 ]
}

 The dataset includes 31051 records from 133 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0072171-160910150852091/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.i2k5nf
title: Occurrence Download

description: A dataset containing 369 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Egypt",
 "TaxonKey is Streptopelia turtur (Linnaeus, 1758)"
 ]
}

 The dataset includes 369 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008553-181003121212138/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.x9rmpq
title: Occurrence Download

description: A dataset containing 274 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Berberis caroli C.K.Schneid."
 ]
}

 The dataset includes 274 records from 31 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0020554-231120084113126/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.budeg8
title: Occurrence Download

description: A dataset containing 4875 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Allium sativum L."
 ]
}

 The dataset includes 4875 records from 149 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0072174-160910150852091/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.mxv7rj
title: Occurrence Download

description: A dataset containing 31 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Excoecaria indica (Willd.) Müll.Arg."
 ]
}

 The dataset includes 31 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0018570-160910150852091/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.0wtfmg
title: Occurrence Download

description: A dataset containing 11063449 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Fungi"
 ]
}

 The dataset includes 11063449 records from 1017 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0072175-160910150852091/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.qm5ykx
title: Occurrence Download

description: A dataset containing 5 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Calophyllum roseocostatum P.F.Stevens"
 ]
}

 The dataset includes 5 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0073792-240229165702484/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.cmo6im
title: Occurrence Download

description: A dataset containing 10 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Icterus croconotus croconotus"
 ]
}

 The dataset includes 10 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0024278-151016162008034/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.kzfusr
title: Occurrence Download

description: A dataset containing 40 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Bulbophyllum coniferum Ridl."
 ]
}

 The dataset includes 40 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0073809-240229165702484/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.