cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.17632/p64jfzzjjd.1
title: Structural Z-score

description: The central hypothesis of this study is that the traditional accounting-based Z-score fails to provide a reliable and forward-looking measure of bank default risk because it relies on an unrealistic definition of default, ignores balance-sheet and income-statement dynamics, and neglects persistence in bank risk drivers. We hypothesise that a structural Z-score, grounded in prudential solvency constraints and incorporating memory in risk dynamics, provides a more economically meaningful and empirically informative measure of bank risk.

The dataset consists of annual balance-sheet and income-statement data for eight systemically important European banks over the period 1997–2024 (exact coverage may vary slightly by institution). The sample includes Banco Santander, BNP Paribas, Crédit Agricole, Deutsche Bank, Lloyds Banking Group, Société Générale, UBS, and UniCredit.
The core variables include: total income, total expenses, total profit, total assets, total capital adequacy, risk-weighted assets (RWAs), and solvency ratio.
All variables are expressed in million Euros and were extracted from Refinitiv LSEG dababase and from annual reports and regulatory disclosures of banks.

The repository contains Python scripts implementing the full estimation procedure:
- nonparametric Beta-kernel density estimation with bounded support,
- memory-based conditional weighting,
- computation of conditional expectations via numerical integration,
- fixed-point iterative procedure ensuring internal consistency,
- computation of structural Z-scores under a Geometric Brownian Motion assumption for income;
Replication scripts allowing users to reproduce all figures and results reported in the paper.

The data show that the proposed structural Z-score exhibits dynamics that differ markedly from the traditional Z-score and often delivers opposite signals regarding bank risk. While the traditional Z-score frequently reaches implausibly high values, the structural Z-score remains economically interpretable and closely linked to prudential solvency conditions. The results highlight the central role of predicted expenses, predicted risk-weighted assets, and capital adequacy in shaping bank default risk, as well as the importance of persistence in these variables.

The Python codes are designed for full reproducibility and can be reused to:
- compute structural Z-scores for other banks or countries,
- analyse the role of persistence in bank risk dynamics,
- extend the framework to alternative default definitions or stochastic processes.

All files are documented and organised to facilitate replication and further methodological or empirical extensions.
DOI: 10.17632/d9ws2fd3f9
title: Supplemental Material: Incidence of psoriatic arthritis in biologic-naive patients achieving stringent psoriasis treatment targets with biologic therapy: a real-world retrospective cohort study using the PPD CorEvitas Psoriasis Registry

description: Supplemental Material for the article: Incidence of psoriatic arthritis in biologic-naive patients achieving stringent psoriasis treatment targets with biologic therapy: a real-world retrospective cohort study using the PPD CorEvitas Psoriasis Registry
DOI: 10.17632/d9ws2fd3f9.2
title: Supplemental Material: Incidence of psoriatic arthritis in biologic-naive patients achieving stringent psoriasis treatment targets with biologic therapy: a real-world retrospective cohort study using the PPD CorEvitas Psoriasis Registry

description: Supplemental Material for the article: Incidence of psoriatic arthritis in biologic-naive patients achieving stringent psoriasis treatment targets with biologic therapy: a real-world retrospective cohort study using the PPD CorEvitas Psoriasis Registry
DOI: 10.17632/yh788t3bxy
title: Flow Cytometry Data for: A quantitative cell-based reporter links TDP-43 aggregation and dysfunction to define pathogenic mechanisms

description: Raw data for figure S3 flow cytometry experiments to measure aggregate seeding-induced FRET.
DOI: 10.17632/yh788t3bxy.1
title: Flow Cytometry Data for: A quantitative cell-based reporter links TDP-43 aggregation and dysfunction to define pathogenic mechanisms

description: Raw data for figure S3 flow cytometry experiments to measure aggregate seeding-induced FRET.
DOI: 10.17632/8gpw9t8ngn
title: Risk and risk management strategies Dataset_Kenya

description: This study "What is hindering the Kenyan seaweed mariculture from advancing? A qualitative evaluation of risks and risks management strategies in South Coast Kenya" has been submitted for publication in the Ocean and Coastal Management Journal. The dataset captures stakeholders narratives on their experiences and encounters with risks and risk management strategies. The study contributes to the need for more targeted risk evaluation studies that can inform interventions for resilient mariculture industries.
DOI: 10.17632/8gpw9t8ngn.1
title: Risk and risk management strategies Dataset_Kenya

description: This study "What is hindering the Kenyan seaweed mariculture from advancing? A qualitative evaluation of risks and risks management strategies in South Coast Kenya" has been submitted for publication in the Ocean and Coastal Management Journal. The dataset captures stakeholders narratives on their experiences and encounters with risks and risk management strategies. The study contributes to the need for more targeted risk evaluation studies that can inform interventions for resilient mariculture industries.
DOI: 10.17632/6djkbgs22f
title: Proteomics analysis relating to Kamrad et al (2026) "Interspecies interactions drive bacterial proteome reorganisation and emergent metabolism"

description: Proteomics analysis relating to Kamrad et al (2026) "Interspecies interactions drive bacterial proteome reorganisation and emergent metabolism"
DOI: 10.17632/6djkbgs22f.1
title: Proteomics analysis relating to Kamrad et al (2026) "Interspecies interactions drive bacterial proteome reorganisation and emergent metabolism"

description: Proteomics analysis relating to Kamrad et al (2026) "Interspecies interactions drive bacterial proteome reorganisation and emergent metabolism"
DOI: 10.17632/cxrfzhzf34
title: Supplemental material for: Disparities in Survival Outcomes Between Married and Unmarried Patients with Vulvar Basal Cell Carcinoma: Insights from SEER Database Analysis (2000-2022)

description: Supplementary methods, tables and figures supporting the main manuscript.
DOI: 10.17632/cxrfzhzf34.1
title: Supplemental material for: Disparities in Survival Outcomes Between Married and Unmarried Patients with Vulvar Basal Cell Carcinoma: Insights from SEER Database Analysis (2000-2022)

description: Supplementary methods, tables and figures supporting the main manuscript.
DOI: 10.17632/gj43gjf3jh
title: Human Trafficking Colombia 2012-2023

description: Since you need to fill this into a text box, it should be a single, cohesive narrative that flows logically. I have condensed the information into a professional paragraph that answers all the requirements: hypothesis, findings, interpretation, and data origin.

Data Description:

The research hypothesis for this study posited that Colombia’s National Strategy to Combat Human Trafficking (2016–2020) would be associated with a measurable change in the trends and spatial distribution of reported trafficking victimization, but that its effectiveness would be moderated by local socioeconomic conditions and institutional presence. Our data, comprised of municipal-level victimization records and socioeconomic indicators, shows significant spatial clustering of trafficking reports, particularly in transit corridors and regions with persistent conflict. The analysis reveals that while the national strategy coincided with changes in reporting patterns, these effects were not uniform across the country, suggesting that trafficking risk often shifted rather than disappeared.

Notable findings from the negative binomial regression and spatial hotspot analyses indicate that factors such as informal labor markets and local poverty levels are stronger predictors of trafficking risk than the presence of the policy alone. This suggests that the data should be interpreted as a call for place-based, data-driven interventions rather than centralized, "one-size-fits-all" strategies. The dataset was constructed by merging official victimization counts from National Police with municipal demographic data from DANE. To enable replication, the data is organized by municipal DANE codes and has been cleaned to ensure longitudinal consistency across the 2016–2023 period.
DOI: 10.17632/gj43gjf3jh.1
title: Human Trafficking Colombia 2012-2023

description: Since you need to fill this into a text box, it should be a single, cohesive narrative that flows logically. I have condensed the information into a professional paragraph that answers all the requirements: hypothesis, findings, interpretation, and data origin.

Data Description:

The research hypothesis for this study posited that Colombia’s National Strategy to Combat Human Trafficking (2016–2020) would be associated with a measurable change in the trends and spatial distribution of reported trafficking victimization, but that its effectiveness would be moderated by local socioeconomic conditions and institutional presence. Our data, comprised of municipal-level victimization records and socioeconomic indicators, shows significant spatial clustering of trafficking reports, particularly in transit corridors and regions with persistent conflict. The analysis reveals that while the national strategy coincided with changes in reporting patterns, these effects were not uniform across the country, suggesting that trafficking risk often shifted rather than disappeared.

Notable findings from the negative binomial regression and spatial hotspot analyses indicate that factors such as informal labor markets and local poverty levels are stronger predictors of trafficking risk than the presence of the policy alone. This suggests that the data should be interpreted as a call for place-based, data-driven interventions rather than centralized, "one-size-fits-all" strategies. The dataset was constructed by merging official victimization counts from National Police with municipal demographic data from DANE. To enable replication, the data is organized by municipal DANE codes and has been cleaned to ensure longitudinal consistency across the 2016–2023 period.
DOI: 10.15468/dl.jvjxzv
title: Occurrence Download

description: A dataset containing 15313 species occurrences available in GBIF matching the query:
{
 "and" : [
 "DatasetKey is Butterfly distribution records for the UK from Butterfly Conservation, up to 2019",
 "TaxonKey is Riodinidae",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 1950"
 ]
}

 The dataset includes 15313 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007919-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17632/psdmryynyw
title: Psilocybin or Nicotine Patch for Smoking Cessation: A Pilot Randomized Clinical Trial

description: BACKGROUND. Annual tobacco-related deaths are estimated at 480,000 in the US and 8 million worldwide, dwarfing mortality for all other drugs of abuse. Most smoking cessation interventions result in modest long-term success rates. A pilot study in 15 treatment-resistant smokers found psilocybin with cognitive behavioral therapy resulted in 80% point-prevalence abstinence rates at 6 months.
METHODS. This comparative efficacy study randomized 82 cigarette smokers to receive either 30 mg/70 kg psilocybin (n=42) or FDA-approved nicotine patch treatment (n=40). Both groups received a 13-week manualized cognitive behavioral therapy (CBT) program for smoking cessation. Introspective psilocybin sessions occurred on the target-quit-date. Biochemically verified prolonged smoking abstinence (primary) and point-prevalence abstinence (secondary) at 6 months were compared between groups using intent-to-treat analysis.
RESULTS. Participants on average were 48 years old, smoked 16 cigarettes daily, and had 8 previous unsuccessful quit attempts. The sample was 40% female and 89% White. Demographics did not differ significantly between groups. At 6-month follow-up, prolonged abstinence rates were 40.5% for psilocybin vs 10% for nicotine patch (odds ratio [OR], 6.1 [95% CI, 2.0 - 23.3], p = .003), and point-prevalence abstinence rates were 52.4% for psilocybin vs 25.0% for nicotine patch (OR=3.3 [95% CI, 1.3 – 8.7], p = .013). No serious adverse events were attributed to psilocybin or nicotine patch. 
CONCLUSIONS. One psilocybin session, compared to nicotine patch treatment, with manualized CBT, significantly and substantially increased long-term tobacco abstinence. Abstinence rates were considerably higher than typical smoking cessation treatments, indicating robust promise of psilocybin for tobacco smoking cessation.
TRIAL REGISTRATION. ClinicalTrials.gov Identifier: NCT01943994
DOI: 10.17632/psdmryynyw.3
title: Psilocybin or Nicotine Patch for Smoking Cessation: A Pilot Randomized Clinical Trial

description: BACKGROUND. Annual tobacco-related deaths are estimated at 480,000 in the US and 8 million worldwide, dwarfing mortality for all other drugs of abuse. Most smoking cessation interventions result in modest long-term success rates. A pilot study in 15 treatment-resistant smokers found psilocybin with cognitive behavioral therapy resulted in 80% point-prevalence abstinence rates at 6 months.
METHODS. This comparative efficacy study randomized 82 cigarette smokers to receive either 30 mg/70 kg psilocybin (n=42) or FDA-approved nicotine patch treatment (n=40). Both groups received a 13-week manualized cognitive behavioral therapy (CBT) program for smoking cessation. Introspective psilocybin sessions occurred on the target-quit-date. Biochemically verified prolonged smoking abstinence (primary) and point-prevalence abstinence (secondary) at 6 months were compared between groups using intent-to-treat analysis.
RESULTS. Participants on average were 48 years old, smoked 16 cigarettes daily, and had 8 previous unsuccessful quit attempts. The sample was 40% female and 89% White. Demographics did not differ significantly between groups. At 6-month follow-up, prolonged abstinence rates were 40.5% for psilocybin vs 10% for nicotine patch (odds ratio [OR], 6.1 [95% CI, 2.0 - 23.3], p = .003), and point-prevalence abstinence rates were 52.4% for psilocybin vs 25.0% for nicotine patch (OR=3.3 [95% CI, 1.3 – 8.7], p = .013). No serious adverse events were attributed to psilocybin or nicotine patch. 
CONCLUSIONS. One psilocybin session, compared to nicotine patch treatment, with manualized CBT, significantly and substantially increased long-term tobacco abstinence. Abstinence rates were considerably higher than typical smoking cessation treatments, indicating robust promise of psilocybin for tobacco smoking cessation.
TRIAL REGISTRATION. ClinicalTrials.gov Identifier: NCT01943994
DOI: 10.17632/9kp5vfffsp
title: Supplemental Methods Neutrophilic Dermatosis

description: Supplemental Methods. Detailed methodology for the systematic review, including database search strategy, eligibility criteria, study selection process, and data extraction methods used to evaluate Janus kinase inhibitors and interleukin-36 receptor antagonists in neutrophilic dermatoses.
DOI: 10.17632/9kp5vfffsp.1
title: Supplemental Methods Neutrophilic Dermatosis

description: Supplemental Methods. Detailed methodology for the systematic review, including database search strategy, eligibility criteria, study selection process, and data extraction methods used to evaluate Janus kinase inhibitors and interleukin-36 receptor antagonists in neutrophilic dermatoses.
DOI: 10.17632/n2hz8b8xn6
title: PLS-SEM and fsQCA Dataset: Managerial Online Image, Reputation, and Tourist Behavior in Destination Marketing

description: This dataset contains 311 valid survey responses collected from tourists at Kaili Zoo, China, focusing on the emerging phenomenon of administrative destination managers acting as "official influencers."

Data Content: The data captures tourists' perceptions across several key dimensions based on the Stimulus-Organism-Response (SOR) framework:

Managerial Online Image: Responsiveness, Attention (Traffic), and Reputation.

Mediating Variable: Destination Affective Image.

Dependent Variable: Tourist Decision Intention.

Moderating Variables: Visit History (First-time vs. Repeat visitors).

Methodological Applicability: This structured dataset is suitable for both symmetric analysis (e.g., Variance-based Structural Equation Modeling, PLS-SEM) and asymmetric analysis (e.g., fuzzy-set Qualitative Comparative Analysis, fsQCA).

Collection Method: Data was collected via on-site questionnaires using a random sampling method.

Potential Use: Researchers can use this data to replicate the study's findings on the "halo effect" of official reputation or to explore new configurations of destination marketing strategies in the public sector context.
DOI: 10.15468/dl.vwmbnh
title: Occurrence Download

description: A dataset containing 64175 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Bidens pilosa"
 ]
}

 The dataset includes 64175 records from 1046 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007875-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17611/dp/17964391
title: Global ShakeMovie synthetic for November 04, 2019 MW 6.1 NEAR COAST OF CENTRAL CHILE
DOI: 10.17611/dp/17964395
title: Global ShakeMovie synthetic for November 04, 2019 MW 6.6 TONGA ISLANDS
DOI: 10.17611/dp/17966611
title: Global ShakeMovie synthetic for November 05, 2019 MW 6.3 EAST OF SOUTH SANDWICH ISLANDS
DOI: 10.17611/dp/17966615
title: Global ShakeMovie synthetic for November 05, 2019 MW 6.0 VANUATU ISLANDS
DOI: 10.17611/dp/17966619
title: Global ShakeMovie synthetic for November 06, 2019 MW 6.0 VANUATU ISLANDS
DOI: 10.17611/dp/17967367
title: Global ShakeMovie synthetic for November 06, 2019 MW 5.6 LUZON, PHILIPPINES
DOI: 10.17611/dp/17967371
title: Global ShakeMovie synthetic for November 07, 2019 MW 5.4 CENTRAL EAST PACIFIC RISE
DOI: 10.17611/dp/17968131
title: Global ShakeMovie synthetic for November 07, 2019 MW 6.0 NORTHWESTERN IRAN
DOI: 10.17611/dp/17968135
title: Global ShakeMovie synthetic for November 08, 2019 MW 5.9 SAMOA ISLANDS REGION
DOI: 10.17611/dp/17968139
title: Global ShakeMovie synthetic for November 08, 2019 MW 6.5 FIJI ISLANDS REGION
DOI: 10.17611/dp/17969939
title: Global ShakeMovie synthetic for November 09, 2019 MW 5.6 GUATEMALA
DOI: 10.17611/dp/17969943
title: Global ShakeMovie synthetic for November 09, 2019 MW 5.6 FIJI ISLANDS REGION
DOI: 10.17611/dp/17972059
title: Global ShakeMovie synthetic for November 11, 2019 MW 6.2 TONGA ISLANDS
DOI: 10.17611/dp/17973089
title: Global ShakeMovie synthetic for November 13, 2019 MW 5.5 CENTRAL MID-ATLANTIC RIDGE
DOI: 10.17611/dp/17973093
title: Global ShakeMovie synthetic for November 13, 2019 MW 5.5 NEAR COAST OF GUATEMALA
DOI: 10.17611/dp/17974093
title: Global ShakeMovie synthetic for November 14, 2019 MW 5.5 CARLSBERG RIDGE
DOI: 10.17611/dp/17974097
title: Global ShakeMovie synthetic for November 14, 2019 MW 7.1 NORTHERN MOLUCCA SEA
DOI: 10.17611/dp/17974101
title: Global ShakeMovie synthetic for November 14, 2019 MW 6.1 NORTHERN MOLUCCA SEA
DOI: 10.17611/dp/17975133
title: Global ShakeMovie synthetic for November 15, 2019 MW 6.0 NORTHERN MOLUCCA SEA
DOI: 10.17611/dp/17976160
title: Global ShakeMovie synthetic for November 14, 2019 MW 5.5 NORTHERN MOLUCCA SEA
DOI: 10.17611/dp/17976164
title: Global ShakeMovie synthetic for November 14, 2019 MW 5.6 NORTHERN MOLUCCA SEA
DOI: 10.17611/dp/17977674
title: Global ShakeMovie synthetic for November 16, 2019 MW 5.9 NORTHERN MOLUCCA SEA
DOI: 10.17611/dp/17977678
title: Global ShakeMovie synthetic for November 17, 2019 MW 5.9 FIJI ISLANDS REGION
DOI: 10.17611/dp/17977682
title: Global ShakeMovie synthetic for November 17, 2019 MW 5.1 MARIANA ISLANDS
DOI: 10.17611/dp/17979102
title: Global ShakeMovie synthetic for November 18, 2019 MW 5.9 MINDANAO, PHILIPPINES
DOI: 10.17611/dp/17980102
title: Global ShakeMovie synthetic for November 19, 2019 MW 5.7 SAN LUIS PROVINCE, ARGENTINA
DOI: 10.17611/dp/17981334
title: Global ShakeMovie synthetic for November 20, 2019 MW 6.3 NEAR COAST OF CHIAPAS, MEXICO
DOI: 10.17611/dp/17981338
title: Global ShakeMovie synthetic for November 20, 2019 MW 5.3 OFF COAST OF CHIAPAS, MEXICO
DOI: 10.17611/dp/17981342
title: Global ShakeMovie synthetic for November 20, 2019 MW 5.7 LAOS
DOI: 10.17611/dp/17981346
title: Global ShakeMovie synthetic for November 20, 2019 MW 6.1 LAOS
DOI: 10.17611/dp/17986122
title: Global ShakeMovie synthetic for November 23, 2019 MW 6.1 IRIAN JAYA REGION, INDONESIA
DOI: 10.17611/dp/17986126
title: Global ShakeMovie synthetic for November 23, 2019 MW 5.9 OFF E. COAST OF N. ISLAND, N.Z.
DOI: 10.17611/dp/17986130
title: Global ShakeMovie synthetic for November 24, 2019 MW 6.4 ANDREANOF ISLANDS, ALEUTIAN IS.
DOI: 10.17611/dp/17988374
title: Global ShakeMovie synthetic for November 27, 2019 MW 6.1 CRETE, GREECE
DOI: 10.17611/dp/17988378
title: Global ShakeMovie synthetic for November 27, 2019 MW 5.6 SOUTH OF FIJI ISLANDS
DOI: 10.17611/dp/17991198
title: Global ShakeMovie synthetic for November 30, 2019 MW 5.5 SOUTH OF FIJI ISLANDS
DOI: 10.17611/dp/17991202
title: Global ShakeMovie synthetic for November 28, 2019 MW 5.5 SCOTIA SEA
DOI: 10.17611/dp/17991206
title: Global ShakeMovie synthetic for November 29, 2019 MW 5.5 OFF EAST COAST OF HONSHU, JAPAN
DOI: 10.17611/dp/17991210
title: Global ShakeMovie synthetic for November 30, 2019 MW 5.7 OFF COAST OF CHIAPAS, MEXICO
DOI: 10.17611/dp/17993460
title: Global ShakeMovie synthetic for December 02, 2019 MW 6.1 ANDREANOF ISLANDS, ALEUTIAN IS.
DOI: 10.17611/dp/17995027
title: Global ShakeMovie synthetic for December 03, 2019 MW 6.0 OFF COAST OF NORTHERN CHILE
DOI: 10.17611/dp/17995031
title: Global ShakeMovie synthetic for December 03, 2019 MW 5.6 NEW IRELAND REGION, P.N.G.
DOI: 10.15468/dl.ab7utn
title: Occurrence Download

description: A dataset listing the 2106 species recorded in GBIF matching the query:
{
 "and" : [
 "Country is Norway",
 "Geometry POLYGON((10.78264 59.88003,10.84057 59.88003,10.84057 59.9085,10.78264 59.9085,10.78264 59.88003))",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "PublishingCountry is Norway",
 "TaxonKey is Animalia",
 "Year 1938-2025"
 ]
}

 The dataset's 2106 records were derived from 36 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0021800-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.