cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.6084/m9.figshare.30693801
title: The STRIDOR mnemonic as a learning aid for post-operative ward care of head and neck cancer patients: a pilot randomized educational intervention trial

description: Post-operative care of head and neck cancer (HNC) patients is complex, posing significant learning demands on junior trainees. Mnemonics are widely used as learning aids in medical education. We hypothesized that a specialized mnemonic would be beneficial for HNC ward round (WR) education. The ‘STRIDOR’ mnemonic was developed after a literature review and a Delphi process with an expert panel of HNC surgeons. A pilot randomized educational intervention blinded trial was conducted. Recruited medical students were randomized into two groups: Group 1 (<i>n</i> = 10) received an educational intervention (lecture on conducting a HNC-WR); Group 2 ‘mnemonic’ (<i>n</i> = 10) received the same intervention with explicit teaching on the STRIDOR mnemonic. Both groups then participated in a simulated scenario with a simulated post-operative HNC patient. Subjective (Visual Analogue Scale ‘VAS’) and objective scores were compared between both groups. The simulation scenario lasted an average of ≈13 minutes. Both groups scored very low on subjective confidence in conducting a HNC WR (1.93/10 VAS) before intervention but showed significant improvement (5.9/10 VAS) after the intervention (<i>p</i> &lt; 0.001). No statistically significant improvements in either subjective or objective (technical and non-technical) scores, or in scenario timings, were demonstrated in Group 2 ‘mnemonic’ compared to Group 1. Educational interventions targeted toward a systematic approach to conducting a WR are valuable and should be considered for curriculum inclusion. Although we could not demonstrate statistical significance, the STRIDOR mnemonic should be investigated as a learning aid in future larger studies.
DOI: 10.6084/m9.figshare.30693801.v2
title: The STRIDOR mnemonic as a learning aid for post-operative ward care of head and neck cancer patients: a pilot randomized educational intervention trial

description: Post-operative care of head and neck cancer (HNC) patients is complex, posing significant learning demands on junior trainees. Mnemonics are widely used as learning aids in medical education. We hypothesized that a specialized mnemonic would be beneficial for HNC ward round (WR) education. The ‘STRIDOR’ mnemonic was developed after a literature review and a Delphi process with an expert panel of HNC surgeons. A pilot randomized educational intervention blinded trial was conducted. Recruited medical students were randomized into two groups: Group 1 (<i>n</i> = 10) received an educational intervention (lecture on conducting a HNC-WR); Group 2 ‘mnemonic’ (<i>n</i> = 10) received the same intervention with explicit teaching on the STRIDOR mnemonic. Both groups then participated in a simulated scenario with a simulated post-operative HNC patient. Subjective (Visual Analogue Scale ‘VAS’) and objective scores were compared between both groups. The simulation scenario lasted an average of ≈13 minutes. Both groups scored very low on subjective confidence in conducting a HNC WR (1.93/10 VAS) before intervention but showed significant improvement (5.9/10 VAS) after the intervention (<i>p</i> &lt; 0.001). No statistically significant improvements in either subjective or objective (technical and non-technical) scores, or in scenario timings, were demonstrated in Group 2 ‘mnemonic’ compared to Group 1. Educational interventions targeted toward a systematic approach to conducting a WR are valuable and should be considered for curriculum inclusion. Although we could not demonstrate statistical significance, the STRIDOR mnemonic should be investigated as a learning aid in future larger studies.
DOI: 10.6084/m9.figshare.30693801.v1
title: The STRIDOR mnemonic as a learning aid for post-operative ward care of head and neck cancer patients: a pilot-randomized educational intervention trial

description: Post-operative care of head and neck cancer (HNC) patients is complex, posing significant learning demands on junior trainees. Mnemonics are widely used as learning aids in medical education. We hypothesized that a specialized mnemonic would be beneficial for HNC ward round (WR) education. The ‘STRIDOR’ mnemonic was developed after a literature review and a Delphi process with an expert panel of HNC surgeons. A pilot randomized educational intervention blinded trial was conducted. Recruited medical students were randomized into two groups: Group 1 (<i>n</i> = 10) received an educational intervention (lecture on conducting a HNC-WR); Group 2 ‘mnemonic’ (<i>n</i> = 10) received the same intervention with explicit teaching on the STRIDOR mnemonic. Both groups then participated in a simulated scenario with a simulated post-operative HNC patient. Subjective (Visual Analogue Scale ‘VAS’) and objective scores were compared between both groups. The simulation scenario lasted an average of ≈13 minutes. Both groups scored very low on subjective confidence in conducting a HNC WR (1.93/10 VAS) before intervention but showed significant improvement (5.9/10 VAS) after the intervention (<i>p</i> &lt; 0.001). No statistically significant improvements in either subjective or objective (technical and non-technical) scores, or in scenario timings, were demonstrated in Group 2 ‘mnemonic’ compared to Group 1. Educational interventions targeted toward a systematic approach to conducting a WR are valuable and should be considered for curriculum inclusion. Although we could not demonstrate statistical significance, the STRIDOR mnemonic should be investigated as a learning aid in future larger studies.
DOI: 10.15468/dl.sgrquz
title: Occurrence Download

description: A dataset containing 2168903506 species occurrences available in GBIF matching the query:
{
 "and" : [
 "OccurrenceStatus is Present",
 "Year 1950-2020"
 ]
}

 The dataset includes 2168903506 records from 66121 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004671-260120142942310/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.48329/qm96-7t95
title: CPRD Aurum Hospital Episode Statistics Outpatient January 2026

description: Outpatient (HES OP) data are a collection of individual records of outpatient appointments occurring in England only. The data includes information on the type of outpatient consultation appointment dates, the main specialty and treatment specialty under which the patient was treated, referral source, waiting times, clinical diagnosis and procedures performed. HES OP data can be used to support health resource utilisation studies, clarify clinical health care pathways and enable variations in the uptake of services to be evaluated, for example by gender and age. Requests for HES OP data access are subject to prior protocol approval. Further information is available at  https://www.cprd.com/linked-data. 
description: Access to anonymised data from CPRD is subject to a full licence agreement containing detailed terms and conditions of use. Anonymised patient datasets can be extracted for researchers against specific study specifications, following protocol approval via CPRD's Research Data Governance Process. Further information is available at https://www.cprd.com/data-access.
description: Please contact enquiries@cprd.com for further information or if you have any questions.
DOI: 10.5281/zenodo.18328179
title: Supplementary spreadsheet for: GLP-1 receptor agonists and food-system impacts

description: This dataset contains a spreadsheet-based model used to analyse potential food-system impacts associated with the uptake of GLP-1 receptor agonists (GLP-1 RA). The spreadsheet includes model inputs, associated references, and outputs corresponding to the five scenarios explored in the accompanying manuscript “GLP-1 receptor agonists and food systems: do we know enough?”, currently under review.

The data are provided to support transparency and reproducibility of the analysis. All values should be interpreted in the context of the modelling framework and assumptions described in the manuscript. The spreadsheet can be used to conduct sensitivity analyses of emissions outcomes, including assumptions related to footprint-per-dollar (or pound) factors, spending patterns, changes in food waste associated with GLP-1 RA use, and energy-deficit assumptions based on population characteristics and uptake rates.
DOI: 10.5281/zenodo.18328178
title: Supplementary spreadsheet for: GLP-1 receptor agonists and food-system impacts

description: This dataset contains a spreadsheet-based model used to analyse potential food-system impacts associated with the uptake of GLP-1 receptor agonists (GLP-1 RA). The spreadsheet includes model inputs, associated references, and outputs corresponding to the five scenarios explored in the accompanying manuscript “GLP-1 receptor agonists and food systems: do we know enough?”, currently under review.

The data are provided to support transparency and reproducibility of the analysis. All values should be interpreted in the context of the modelling framework and assumptions described in the manuscript. The spreadsheet can be used to conduct sensitivity analyses of emissions outcomes, including assumptions related to footprint-per-dollar (or pound) factors, spending patterns, changes in food waste associated with GLP-1 RA use, and energy-deficit assumptions based on population characteristics and uptake rates.
DOI: 10.48329/33v1-9z13
title: CPRD Aurum Hospital Episode Statistics Admitted Patient Care January 2026

description: HES Admitted Patient Care (HES APC) data contains details of all admissions to, or attendances at English NHS healthcare providers. It includes private patients treated in NHS hospitals, patients resident outside of England and care delivered by treatment centres (including those in the independent sector) funded by the NHS. All NHS healthcare providers in England, including acute hospital trusts, primary care trusts and mental health trusts provide data.

HES APC data includes the complete set of hospital episode information (admission and discharge dates, diagnoses (identifying primary diagnosis), specialists seen under and procedures undertaken) for each linked patient with a hospitalisation record. In addition, Augmented care data (intensive and/or high dependency levels of care) and Maternity data are available.

Diagnostic data recorded in HES are coded using the International Classification of Diseases version 10 (ICD10) coding frame; procedure information is coded using the UK Office of Population, Census and Surveys classification (OPCS) 4.6.Requests for HES APC data access are subject to prior protocol approval. Further information is available at https://www.cprd.com/data/linked-data.
description: Access to anonymised data from CPRD is subject to a full licence agreement containing detailed terms and conditions of use. Anonymised patient datasets can be extracted for researchers against specific study specifications, following protocol approval via CPRD's Research Data Governance Process. Further information is available at https://www.cprd.com/data-access.

description: Please contact enquiries@cprd.com for further information or if you have any questions.
DOI: 10.34894/zpqwss
title: United Kingdom 1900 [Global Collaboratory on the History of Labour Relations 1500-2000 Dataset]

description: Labour Relations in United Kingdom: 1900

A supplemental abridged version has been included with all duplicate persons removed. This dataset is also recommended for computers with limited processing power. 

A .zip file has also been included, containing the calculations upon which the dataset was based.
DOI: 10.34894/hh4t8r
title: England 1850 [Global Collaboratory on the History of Labour Relations 1500-2000 Dataset]

description: Labour Relations in England: 1850
DOI: 10.34808/tm2r-rw31
title: Raw files from digital image correlation analysis of total shrinkage of 3D-printed concrete with recycled brick aggregate. Additional sample. Part 1/2

description: Raw image files recorded by the ARAMIS digital image correlation system for 3D-printed concrete mixtures.The files were used for displacement and strain analysis.The dataset includes an additional sample with recycled brick aggregate.Sample designation in the files is consistent with the sample designation used in the manuscript associated with the dataset.Part 1/2
M20B – 20% of aggregate replaced with recycled brick aggregate
DOI: 10.34808/48ky-gk80
title: Raw files from digital image correlation analysis of total shrinkage of 3D-printed concrete with recycled brick aggregate. Additional sample. Part 2/2

description: Raw image files recorded by the ARAMIS digital image correlation system for 3D-printed concrete mixtures.The files were used for displacement and strain analysis.The dataset includes an additional sample with recycled brick aggregate.Sample designation in the files is consistent with the sample designation used in the manuscript associated with the dataset.Part 2/2
M20B – 20% of aggregate replaced with recycled brick aggregate
DOI: 10.34894/6rkggj
title: India 1800, 1900, 2000 [Global Collaboratory on the History of Labour Relations 1500-2000 Dataset]

description: Labour Relations in India: 1800, 1900 and 2000 based on research conducted by Jan Lucassen and Rombert Stapel, some data corrected by Daan Jansen.

Data for 1800 is limited to Deccan. Data on Deccan has been included in a separate database for 1900, and data on Bihar has been included in a separate database for 1900 and 2000.

In addition, a digitization of Sykes's report on the Deccan used for the 1800 dataset has been uploaded.
DOI: 10.34894/zgwd5o
title: Goa 1800 [Global Collaboratory on the History of Labour Relations 1500-2000 Dataset]

description: Labour Relations in Portuguese Goa: 1800 based on research conducted by Paulo Teodoro de Matos and Jan Lucassen, some data corrected by Daan Jansen.
DOI: 10.34894/xm4mlk
title: England 1800 [Global Collaboratory on the History of Labour Relations 1500-2000 Dataset]

description: Labour Relations in England 1800
DOI: 10.5281/zenodo.18337084
title: MAKTABGACHA YOSHDAGI BOLALAR NUTQINING RIVOOJLANISHIDA SHAXSIY, IJTIMOIY VA MADANIY OMILLAR TA'SIRI

description: Ushbu maqolada bola nutqini o‘rganish bo‘yicha lingvistik va sotsial omillarning o‘zaro aloqasiga alohida ahamiyat berilgan. Maktabgacha ta’lim tashkilotlari va oilaviy tarbiyada zamonaviy ilmiy tavsiyalarga tayangan holda olib borilgan sa’y-harakatlar natijasida bolalarda og‘zaki nutqning to‘laqonli rivojlanishiga erishish, ularni keyingi ta’lim bosqichlariga – maktab ta’limiga muvaffaqiyatli tayyorlash mumkinligi yoritilgan.
DOI: 10.5281/zenodo.18337083
title: MAKTABGACHA YOSHDAGI BOLALAR NUTQINING RIVOOJLANISHIDA SHAXSIY, IJTIMOIY VA MADANIY OMILLAR TA'SIRI

description: Ushbu maqolada bola nutqini o‘rganish bo‘yicha lingvistik va sotsial omillarning o‘zaro aloqasiga alohida ahamiyat berilgan. Maktabgacha ta’lim tashkilotlari va oilaviy tarbiyada zamonaviy ilmiy tavsiyalarga tayangan holda olib borilgan sa’y-harakatlar natijasida bolalarda og‘zaki nutqning to‘laqonli rivojlanishiga erishish, ularni keyingi ta’lim bosqichlariga – maktab ta’limiga muvaffaqiyatli tayyorlash mumkinligi yoritilgan.
DOI: 10.34894/e6qja0
title: Island Southeast Asia 1650, 1800, 1900 [Global Collaboratory on the History of Labour Relations 1500-2000 Dataset]
title: Brunei, Indonesia, Malaysia, the Philippines and Singapore

description: Labour Relations in Java & Madura: 1650, 1800, 1900; Indonesian Outer Islands: 1800, 1900; Philippines: 1900; British Malaya (Malaysia, Singapore & Brunei): 1900; British Borneo: 1900.
DOI: 10.5281/zenodo.17342577
title: Attributing causes of increased intensity of North Atlantic hurricanes using a stochastic model (IRIS)

description: This Zenodo record provides IRIS model output in NumPy format for North Atlantic hurricanes. The data consist of a 100 × 10 ensemble for each year from 1979 to 2024.

Three datasets are included, corresponding to the following experiments:

1, PI-Clim

2, PI-Track

3, PI-Track-REI
DOI: 10.5281/zenodo.17342578
title: Attributing causes of increased intensity of North Atlantic hurricanes using a stochastic model (IRIS)

description: This Zenodo record provides IRIS model output in NumPy format for North Atlantic hurricanes. The data consist of a 100 × 10 ensemble for each year from 1979 to 2024.

Three datasets are included, corresponding to the following experiments:

1, PI-Clim

2, PI-Track

3, PI-Track-REI
DOI: 10.5281/zenodo.18327335
title: Notas de leitura do processo "Espargal [1953-1958]"

description: Notas de leitura do processo "Espargal [1953-1958]" existente no Arquivo Municipal de Loulé Professor Joaquim Romero Magalhães, em Loulé. Registo efetuado em 08/01/2025 no âmbito do projeto de investigação ArchNeed - The Architecture of Need: Community Facilities in Portugal (1945-1985) (Fundação para a Ciência e Tecnologia - PTDC/ART-DAQ/6510/2020) e publicado online emhttps://arquitecturaaqui.eu/pt/documentacao/processos/55164/espargal-1953-1958. Dados exportados da plataforma Arquitetura Aqui (https://aequitetucturaaqui.eu), repositório do referido projeto, em janeiro de 2026.
DOI: 10.5281/zenodo.18327334
title: Notas de leitura do processo "Espargal [1953-1958]"

description: Notas de leitura do processo "Espargal [1953-1958]" existente no Arquivo Municipal de Loulé Professor Joaquim Romero Magalhães, em Loulé. Registo efetuado em 08/01/2025 no âmbito do projeto de investigação ArchNeed - The Architecture of Need: Community Facilities in Portugal (1945-1985) (Fundação para a Ciência e Tecnologia - PTDC/ART-DAQ/6510/2020) e publicado online emhttps://arquitecturaaqui.eu/pt/documentacao/processos/55164/espargal-1953-1958. Dados exportados da plataforma Arquitetura Aqui (https://aequitetucturaaqui.eu), repositório do referido projeto, em janeiro de 2026.
DOI: 10.5281/zenodo.18337118
title: SUN'IY INTELLEKT YORDAMIDA MRT ASOSIDA BEL UMURTQA ORALIG'I DISKLARIDAGI DEGENERATIV O'ZGARISHLARNI DIAGNOSTIKA QILISH: SISTEMATIK KO'RIB CHIQISH

description: ч
DOI: 10.5281/zenodo.18337119
title: SUN'IY INTELLEKT YORDAMIDA MRT ASOSIDA BEL UMURTQA ORALIG'I DISKLARIDAGI DEGENERATIV O'ZGARISHLARNI DIAGNOSTIKA QILISH: SISTEMATIK KO'RIB CHIQISH

description: ч
DOI: 10.6084/m9.figshare.29812589
title: Pretrained CoMET model, test data and logs

description: <pre>Copy the pre-trained model, the test data to the corresponding folds:<br>`downstream/checkpoint/CoMET.ckpt`<br>`downstream/Data/BCIC_2a`</pre>
DOI: 10.6084/m9.figshare.29812589.v1
title: Pretrained CoMET model, test data and logs

description: <pre>Copy the pre-trained model, the test data to the corresponding folds:<br>`downstream/checkpoint/CoMET.ckpt`<br>`downstream/Data/BCIC_2a`</pre>
DOI: 10.17605/osf.io/ymeu9
title: Aging and financial risk taking: A meta-analysis

description: In this meta-analysis, we examine the association between aging and financial risk attitudes by conducting a meta-analytical review of empirical evidence from the economic and psychological literature.
DOI: 10.5281/zenodo.18322231
title: Molecular Design beyond Training Data with Novel Extended Objective Functionals of Generative AI Models Driven by Quantum Annealing Computer

description: Generated molecules from the quantum or fully-classical generative models in our paper Molecular Design beyond Training Data with Novel Extended Objective Functionals of Generative AI Models Driven by Quantum Annealing Computer.



Generated molecules from fully-classical, Gumbel-Softmax model: generated_from_MCMC_GumbelSoftmax.csv

Generated molecules from qunantum, Gumbel-Softmax model: generated_from_QPU_GumbelSoftmax.csv

Generated molecules from qunantum, Neural Hash Function model: generated_from_QPU_NHF.csv
DOI: 10.5281/zenodo.18322232
title: Molecular Design beyond Training Data with Novel Extended Objective Functionals of Generative AI Models Driven by Quantum Annealing Computer

description: Generated molecules from the quantum or fully-classical generative models in our paper Molecular Design beyond Training Data with Novel Extended Objective Functionals of Generative AI Models Driven by Quantum Annealing Computer.



Generated molecules from fully-classical, Gumbel-Softmax model: generated_from_MCMC_GumbelSoftmax.csv

Generated molecules from qunantum, Gumbel-Softmax model: generated_from_QPU_GumbelSoftmax.csv

Generated molecules from qunantum, Neural Hash Function model: generated_from_QPU_NHF.csv
DOI: 10.5281/zenodo.18337124
title: ABDULLA QAHHOR: MILLAT RUHINI IFODALAGAN IJODKOR VA MA'NAVIY TARBIYANING KUCHLI TARG'IBOTCHISI

description: Ushbu maqolada o’zbek adabiyotining yirik namoyondalaridan biri bo’lgan Abdulla Qahhor ijodi yangicha yondashuv asosida tahlil qilinadi. Muallif adib hayoti va ijodiga oid kam e’tibor qaratilgan jihatlar, uning adabiyotdagi so’z qo’llash uslubiyati, o’z asarlarida qo’llagan satira va realizm tamoyillarining uyg’unligi va asar qahramonlarining ruhiyatini tasvirlanishi, shu bilan birga bugungi kun yoshlari uchun adib qoldirib ketgan adabiy merosning ijobiy tomonlarini yoritib beradi. Maqolada adibning asarlari satira orqali jamiyatdagi kamchiliklarni ochiqchasiga ko’rsatilishi va insonlar o’rtasidagi ziddiyatlar, poraxo’rlik, ikkiyuzlamachilik kabi illatlarni hajv va kinoya orqali bartaraf etilishi ko’rsatib beriladi. Realizm uslubiyati orqali esa asar voqea va hodisalarini imkon qadar ob’yektiv ya’ni bo’rttirmasdan, haqiqatga yaqin tarzda tasvirlanishi namoyon bo’ladi. Maqolaning asosiy maqsadi Abdulla Qahhor ijodining bugungi kunda qayta o’qilishi insonlarga va ayniqsa yosh kitobxonlarga ta’sirini ochib berish hisoblanadi.
DOI: 10.5281/zenodo.18337125
title: ABDULLA QAHHOR: MILLAT RUHINI IFODALAGAN IJODKOR VA MA'NAVIY TARBIYANING KUCHLI TARG'IBOTCHISI

description: Ushbu maqolada o’zbek adabiyotining yirik namoyondalaridan biri bo’lgan Abdulla Qahhor ijodi yangicha yondashuv asosida tahlil qilinadi. Muallif adib hayoti va ijodiga oid kam e’tibor qaratilgan jihatlar, uning adabiyotdagi so’z qo’llash uslubiyati, o’z asarlarida qo’llagan satira va realizm tamoyillarining uyg’unligi va asar qahramonlarining ruhiyatini tasvirlanishi, shu bilan birga bugungi kun yoshlari uchun adib qoldirib ketgan adabiy merosning ijobiy tomonlarini yoritib beradi. Maqolada adibning asarlari satira orqali jamiyatdagi kamchiliklarni ochiqchasiga ko’rsatilishi va insonlar o’rtasidagi ziddiyatlar, poraxo’rlik, ikkiyuzlamachilik kabi illatlarni hajv va kinoya orqali bartaraf etilishi ko’rsatib beriladi. Realizm uslubiyati orqali esa asar voqea va hodisalarini imkon qadar ob’yektiv ya’ni bo’rttirmasdan, haqiqatga yaqin tarzda tasvirlanishi namoyon bo’ladi. Maqolaning asosiy maqsadi Abdulla Qahhor ijodining bugungi kunda qayta o’qilishi insonlarga va ayniqsa yosh kitobxonlarga ta’sirini ochib berish hisoblanadi.
DOI: 10.5281/zenodo.18337139
title: ML-Functional enrichment analysis
DOI: 10.5281/zenodo.18337140
title: ML-Functional enrichment analysis